Next Article in Journal
Lightweight Detection System with Global Attention Network (GloAN) for Rice Lodging
Next Article in Special Issue
Insights into the Functional Components in Wheat Grain: Spatial Pattern, Underlying Mechanism and Cultivation Regulation
Previous Article in Journal
Optimization of the In Vitro Proliferation of an Ancient Pear Tree Cultivar (‘Decana d’inverno’) through the Use of Neem Oil
Previous Article in Special Issue
The Roads to Haploid Embryogenesis
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Dissection of Developmental Programs and Regulatory Modules Directing Endosperm Transfer Cell and Aleurone Identity in the Syncytial Endosperm of Barley

1
Department of Physiology and Cell Biology, Leibniz Institute for Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland, Germany
2
Department of Molecular Genetics, Leibniz Institute for Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland, Germany
*
Author to whom correspondence should be addressed.
Plants 2023, 12(8), 1594; https://doi.org/10.3390/plants12081594
Submission received: 15 February 2023 / Revised: 10 March 2023 / Accepted: 4 April 2023 / Published: 10 April 2023
(This article belongs to the Special Issue Mechanisms of Embryo and Endosperm Development in Plants)

Abstract

:
Endosperm development in barley starts with the formation of a multinucleate syncytium, followed by cellularization in the ventral part of the syncytium generating endosperm transfer cells (ETCs) as first differentiating subdomain, whereas aleurone (AL) cells will originate from the periphery of the enclosing syncytium. Positional signaling in the syncytial stage determines cell identity in the cereal endosperm. Here, we performed a morphological analysis and employed laser capture microdissection (LCM)-based RNA-seq of the ETC region and the peripheral syncytium at the onset of cellularization to dissect developmental and regulatory programs directing cell specification in the early endosperm. Transcriptome data revealed domain-specific characteristics and identified two-component signaling (TCS) and hormone activities (auxin, ABA, ethylene) with associated transcription factors (TFs) as the main regulatory links for ETC specification. On the contrary, differential hormone signaling (canonical auxin, gibberellins, cytokinin) and interacting TFs control the duration of the syncytial phase and timing of cellularization of AL initials. Domain-specific expression of candidate genes was validated by in situ hybridization and putative protein–protein interactions were confirmed by split-YFP assays. This is the first transcriptome analysis dissecting syncytial subdomains of cereal seeds and provides an essential framework for initial endosperm differentiation in barley, which is likely also valuable for comparative studies with other cereal crops.

1. Introduction

Cereal seeds represent the major source of world’s food production. Globally, barley (Hordeum vulgare) is ranked second among cultivated temperate cereal crops after wheat (Triticum aestivum L.) [1]. Grain size and number are key determinants of crop yield in cereals and are largely determined by the growth of maternal tissues and development of the endosperm. Nevertheless, molecular mechanisms underlying cell and tissue differentiation during grain development remain poorly understood. Endosperm development in barley and other monocots follows a brief, coordinated and highly specialized pattern of cell- and tissue-specific differentiation that gives rise to the main endosperm cell types: starchy endosperm (SE), aleurone (AL), endosperm transfer cells (ETCs) and embryo-surrounding region (ESR). After fertilization of the central cell of the megagametophyte, endosperm development starts with divisions of free nuclei without cell wall formation, resulting in a multinucleate syncytium, the so-called endosperm coenocyte [2]. In barley, cellularization is initiated about three to four days after flowering (DAF) by the formation of radial microtubule systems (RMS) originating from the nuclear envelopes of free nuclei [3,4]. Phragmoplasts are inserted at the points of RMS intersection and direct cell plate assembly in the midzone to build tube-like alveolar structures. Nuclear mitotic divisions within alveoli are followed by cytokinesis to generate a first peripheral cell layer, which is succeeded by periclinal cell divisions until the endosperm is completely cellular [5]. In the ventral part of the syncytium—facing the maternal–filial boundary of grains—ETCs are formed as the first differentiating subdomain of the endosperm (3DAF), whereas the remaining, peripheral layer is still retained in the syncytial stage. The developmental gradient is maintained until repeated rounds of periclinal divisions generate peripheral cell files that will assume AL identity around 6/7 DAF. This trend of a gradient in endosperm cellularization has been reported in several dicot and monocot species, such as Arabidopsis, maize and rice [6,7], but spatial signals controlling the developmental hiatus are still largely unknown [4]. SE cells are derived from the inner daughter cells of AL, following centripetal divisions will generate newly formed cells that fill the center of the endosperm, providing the main body for starch and storage protein accumulation [4]. Contrary to other cereal grains, the barley AL consists of three layers, enriched in lipids, proteins, anthocyanins and micronutrients [8], which are also of nutritional value for feeding purposes and are agronomic traits for grain quality.
Only few molecular factors with a potential role in triggering ETC and AL cell specification and differentiation have been identified in cereal grains predominantly based on tissue-specific expression or genetic analyses. The MYB-related R1-type TF ZmMRP-1 [9] and ZmTCRR-1/-2 [10,11], genes of the BETL family (ZmBETL1-4) [12,13], MATERNALLY EXPRESSED GENE1 (ZmMEG1) [14] from maize and HvEND1 [15], HISTIDINE KINASE1 (HvHK1) and type-B response regulators (HvRRs) from barley [16,17] are involved in ETC/maize basal endosperm transfer layer (BETL) specification. Genes associated with AL cell fate acquisition and development include CRINKLY4 (CR4), DEFECTIVE KERNEL1 (DEK1), SUPERNUMERY ALEURONE LAYER1 (SAL1), THICK ALEURONE1 (THK1), and NAKED ENDOSPERM1 (NKD1) in maize, THICK ALEURONE2 (OsTA2) from rice and HvLTP2 and ELONGATION2 (HvELO2) from barley [18,19,20,21,22,23,24,25,26].
Several transcriptome studies characterized temporal gene expression profiles in a few subregions and/or specific tissues of seeds from various grain crops, including wheat, barley, maize and rice [27,28,29,30]. The most comprehensive study in terms of spatial resolution was generated by laser capture microdissection (LCM)-based transcriptome profiling of ten filial and maternal tissue types from maize kernels at 8 DAF [31]. Transcriptome profiles from ETCs, AL and SE cells in wheat grains have been identified at three developmental stages (10–30 DAF) [32]. Furthermore, in rice, the transcriptional profiles of SE, AL, nucellar epidermis (NE), ovular vascular trace (OVT) and cross cells (CC) were assessed at important phases of endosperm development (4, 8 and 12 DAF) [33]. However, none of these LCM-based studies addressed the pre-cellular, initial stages of the syncytial endosperm when identities of endosperm cells are set by spatial signaling [34]. A recent study dissected the first two peripheral cell layers of the rice endosperm by LCM and identified layer-specific transcriptome profiles that specify AL and SE cell fates [35]. In contrast to the concentric cellularization process in rice, cytokinesis in the endosperm of other important grain crops proceeds in dorsi-ventral directions and generates specific cell types at the maternal–filial intersection of grains (ETCs, BETLs) for transport purposes, which are reported not to exist in rice grains, making it difficult to compare details of the differentiation process.
Taken together, information about spatial molecular mechanisms determining cell fate decisions in the syncytial endosperm of cereals remains scarce. To fill this gap, we performed LCM-based RNA-seq of coenocytic subdomains of the barley endosperm just at the progression from the syncytial to cytokinetic stage (3/4 DAF). Data revealed ETCs and syncytium as distinct morphological and transcriptional domains and identified developmental and regulatory programs that coordinate the initial steps of cellular differentiation in the endosperm.

2. Results

2.1. Anatomy of the Initial Cellularization Stage of the Barley Syncytium

Around 3 to 4 DAF, cellularization of the barley endosperm was initiated. The endosperm is composed of the coenocyte, a thin layer of cytoplasm containing free nuclei, surrounding a large central vacuole (CV, Figure 1a,b). The syncytium can be morphologically separated into two subdomains: (1) the ventral part positioned at the maternal–filial boundary of grains which will differentiate into ETCs (red-labelled in Figure 1b) and (2) the remaining peripheral layer—enclosed by the nucellar epidermis (NE)—along the perimeter of the CV, which will differentiate into aleurone (AL) and starchy endosperm (SE) cells (blue-labelled Figure 1b). To characterize the morphological characteristics of subdomains, we performed light (LM), confocal (CLSM) and electron transmission microscopy (TEM). In the ETC region, the cellularization process is just initiated and has progressed to two cell layers (1L + 2L, Figure 1d). Calcoflour-white-staining of the cross-sections showed weak fluorescence signals in the syncytium compared to the maternal grain tissues, depicting cellulose accumulation predominantly in anticlinal cell walls (Figure 1c). The peripheral layer (1L) of the ETC region is bordered by anticlinal and periclinal walls, whereas the inner layer (2L, oriented towards CV) is not completely walled. In some cases, periclinal cell walls have not been formed in 2L and/or are not completely fused to anticlinal walls (Figure 1e). Fluorescence signals, particularly in 2L, are somehow patchy and fragmentary implying that the primary wall formation by cellulose deposition is still in progress. Two layers of endosperm nuclei are present and nuclei in 2L seem to be oriented towards the CV where periclinal cell walls will be formed at the cortical division zone (Figure 1f). Following rounds of anticlinal and periclinal cell divisions give rise to the three cell files (3L-structure) of differentiated ETCs, which is accomplished around 5 DAF. Ultrastructural analysis showed a dense cytoplasm which is interspersed by segments of cell plates, that are fused by vesicles at its ends to complete the cell wall formation (Figure 1g). The remaining syncytium (side and dorsal orientation) consists of a peripheral layer with multiple nuclei just before and/or during initial cytokinesis. First the anticlinal cell walls are visible, separating the cytoplasm of neighboring nuclei and providing an open-ended tube-like structure, the so-called alveoli (Figure 1h). The cellulose depositions are visible in the anticlinal walls and in rare cases, also in periclinal orientation, revealing that the formation of primary walls, i.e., cellularization of the 1L-layer, is starting around 3/4 DAF (Figure 1i). The nuclei are evenly spaced along the circumference of the syncytium adjacent to parietal cells of the nucellar epidermis (Figure 1j). As the peripheral layer is not cellularized at 3/4 DAF, it is in the following referred to as ‘Sync’. TEM depicted that cell plates are fused to the central cell wall (CCW) and build stubs that emerged in the direction towards the CV (Figure 1k). After the first round of alveoli formation, the nuclei exit the mitotic arrest and the cell plate fragments will be fused to form periclinal walls. The first walled cells of the 1L-layer will become AL. After further rounds of anticlinal and periclinal divisions, the barley endosperm is cellularized and contains three AL layers and SE cells that originated from the inner daughter cells of the peripheral AL. Altogether, the microscopy studies revealed distinct structural differences between the syncytial subdomains during the initial stages of cellularization. The ETC region displays a more advanced differentiation status, with two cell layers in the cytokinetic state, compared to the single peripheral Sync layer in the alveolar stage.

2.2. RNA-Seq Analysis of Genes Expressed in Endosperm Subdomains Fated to Become ETCs or AL Cells

LCM was used to isolate the ETC region and the remaining Sync from grains at 3/4 DAF (Figure 1b) for comparative RNA-seq analysis. Genome-wide RNA-seq data (with three replicates each) showed distinct clustering of the two endosperm subdomains (Figure 2a). In total, more than 14,000 genes were significantly expressed in the domains (ETC—14,000; Sync—15,400 high (HC) and low-confidence genes (LC)) according to transcript per million (TPM)-values >1 (Figure 2b). Numerous genes were differentially expressed (5703 DEGs; log2 fold change (FC) > 1, false discovery rate (FDR) < 0.05), with 2926 genes preferentially expressed in ETCs and 2777 genes upregulated in Sync (Figure 2c, Table S2).
Gene ontology (GO) term enrichment in DEGs depicted distinct categories transcriptionally activated in each subdomain (Figure 2d). Carbohydrate metabolism, transmembrane transport, signal transmission, signal peptide processing, cell wall biogenesis and modification, including fucose and hemicellulose metabolism, and the membrane, endoplasmatic reticulum and cell wall as cellular compartments were highly enriched in the transcriptome of ETCs. These categories reflect intrinsic features and functions of ETCs: fully developed ETCs are specialized cells with prominent walls and extensive wall ingrowths to increase the surface area for transport activities [36], which are found in seeds of a number of major crop species, including cereals and grain legumes [37]. In the signaling category, TCS phosphorelays stand out as the most enriched pathways, which is in line with the results confirming a major role in barley ETC specification and differentiation [16,17]. In contrast, lipid and chlorophyll metabolism, (ribo)nucleotide purine binding, cytoskeletal protein binding, microtubuli but also transferase/hydrolase activity (O-glycosyl compounds, xyloglucan/-glycosyls) were dominating categories in Sync. GO terms associated with photosynthesis may indicate that few cells from the surrounding (green) pericarp have also been captured by our approach. Genes involved in DNA/RNA processing, cytoskeleton organization and metabolism of xyloglucans indicate that cytokinesis is not completed, which is in line with the developmental gradient observed by histological studies. The analysis focused on DEGs assigned as HC genes to avoid confounding effects from pseudogenes and low-quality gene models (Ʃ4,521 DEGs).

2.2.1. Cell Cycle Regulation, Cytokinesis and Cell Wall Formation Differ between ETC and Sync

Mitosis, cytokinesis and cell wall formation are interrelated processes determining cell number, cell size and final endosperm shape. Multiple genes involved in cell cycle control, cytoskeleton formation and vesicle trafficking pathways are differentially expressed between ETCs and Sync. Coinciding with the GO term enrichment, the majority of genes is predominantly expressed in the Sync layer. Seven cyclins from the A- and D-type (HvCYCA, HvCYCD) and four genes encoding cyclin-dependent kinases (HvCDKs) are upregulated in the Sync emblematic for an activated cell cycle. Cyclins from different subgroups build complexes with CDKs to control the cell cycle progression [38]. Several microtubule-associated proteins (MAPs), microtubule-binding motor proteins (kinesins), actin-binding plectins and villins underline activated cytoskeleton and spindle microtubule organization/rearrangement in Sync (Figure 3a). Villin proteins bind and bundle F-actins in a calcium-dependent manner, plectins stabilize actin filaments and act as regulators of cellular processes involving actin filament dynamics. Targeted vesicle trafficking throughout the endomembrane system is essential for cytokinesis and the establishment of cell polarity. Vesicle formation is regulated by G-protein signaling with small GTPases as molecular switches between GTP/GDP-bound states that are controlled by ARF guanine-nucleotide exchange factors (ARF-GEFs) and GTPase-activating proteins (GAPs) [39]. The preferential expression of ARF-GEFs, numerous Ras-related-/RAB-GTPases, GTP-binding and GAPs in Sync reveals activated membrane trafficking required for cell plate adhesion/insertion during the formation of initial syncytial walls. In ETCs, four genes encoding components of the exocyst complex (HvEXO70F1/-H6, HvSEC8), four HvGOT1/SFt2-like vesicle transport proteins, Rhomboid transmembrane proteins and two HvSNARE proteins are upregulated. Exocyst subunits are involved in the fusion of the post-Golgi secretory vesicles with plasma membranes and play a major role in in exocytosis. Golgi localized GOT1/SFT2-like membrane proteins are thought to interact with SNARE proteins that govern the fusion to vesicle target membranes for the addition of material to membranes and cell plates. Such a fusion process is shown in Figure 1g. Transcriptional activities depict that nuclei in the Sync layer are in late mitotic stages and show signatures of initial cytokinesis as deduced from cytoskeleton activities and vesicle trafficking. This corresponds to the transient alveolar stage of Sync in contrast to nearly walled ETCs.
Genes encoding enzymes implicated in cell wall formation and biogenesis are preferentially expressed in ETCs (Figure 3b). Particularly, multiple genes related to cell wall modification and cell elongations are upregulated in the ETC region. Sixteen genes associated with pectin synthesis, such as pectin(methyl)esterases (PE/PME), pectin lyases (PLs) and pectin metabolism (pectin methylesterase inhibitors/PMEI) suggest a pivotal role for the pectin matrix in ETC formation. Despite being found in low concentrations in cereal endosperm cells [40], pectins represent—together with cellulose and hemicellulose—the third main group of wall polysaccharides, as they provide the matrix in which hemicelluloses and cellulose fibrils are embedded [41]. The secretion of pectins was reported to be essential for cell plate biogenesis and transformation into the cell wall [42]. Remarkable is the coincidence of the enriched GO term ‘fucosyltransferase act.’ (GO:0008417) and the strong expression of four genes encoding fucosyltransferases (HvFUTs) in ETCs, which are specific glycosyltransferases involved in the fucosylation of xyloglucan. L-fucose is a key component in the association between cellulose and xyloglucan by enhancing the binding-affinity for cellulose microfibrils [43] and FUTs control cell adhesion during cell division [44]. A further gene strongly upregulated in ETCs (HORVU1Hr1G038500) encodes the xyloglucan galactosyltransferase (XGT) KATAMARI1/MUR3 homolog, mur-mutants exhibit distorted microfibril deposition and cell elongation [45]. Several cellulose synthases (HvCES1) and CES-like (HvCESL A/D/G) homologs are preferentially expressed in ETCs, despite other CESL isoforms are also upregulated in Sync. Most of the CESL proteins are required for the synthesis of non-cellulosic wall polysaccharides. Subsequently, hemicellulose rather than cellulose synthesis could be initiated in the Sync layer, which is in line with weak cellulose signals in stained sections (Figure 1i). The preferential expression of xyloglucan endotransglycosylases in Sync indicates hemicellulose modification and turnover. Differences between both endosperm domains are also seen in cell elongation, which is constituted by wall-loosening expansins. In particular, alpha- and beta-expansin (EXP) isoforms are preferentially expressed in ETCs). In summary, cell wall formation and further modification, including the crosslinking of cellulose, hemicelluloses, pectins and cell expansion is activated in the ETC region.

2.2.2. Assimilate Transport Is a Key Feature of ETCs

The main function of ETCs is to ensure nutrient transfer from maternal tissues into the endosperm via an apoplasmic barrier [36]. In particular, active nutrient uptake is required for the provision of hexose sugars and amino acids to fuel cell proliferation and growth in the initial phases of endosperm development. Associated with transmembrane transport, a wide array of sugar, amino acid and potassium transporters are significantly upregulated in the ETC region (Figure 3c). Sixteen monosaccharide transporters, among them eleven H+/hexose cotransporters (HvSTPs), two polyol/monosaccharide transporters and three UDP-galactose transporters, were highly enriched in ETCs. HvSTP1 has been shown to be expressed in very early endosperm development (from the syncytial stage onwards) and to be spatially and temporally associated with the cell wall invertase1 (HvCWIN1), suggesting an interplay between the liberation of hexoses by invertase activity and active uptake by HvSTP1 [46]. Three sucrose transporters—(HvSUT3/-4/-5) and HvSWEET11 (HORVU7Hr1G054710)—are preferentially expressed in ETCs, whereas HvSUT1 (HORVU4Hr1G075200) showed a higher transcript abundance in Sync. HvSUT1 is a well-known key transporter for sugar transport into the endosperm with important implications for grain filling [47]. Moreover, a suite of amino acid permeases (HvAAPs), cationic amino acid transporter (HvCAT2/-6) and YELLOW STRIPE-like transporter (HvYSLs) are upregulated in ETCs. YSL proteins transport nicotianamine and zinc/iron ions which are essential nutrients limiting plant growth. Other groups of transporter genes preferentially expressed in ETCs comprise inositol and sodium (HvHKTs) transporters that are also controlling the activity of sucrose transporters by regulating the osmotic potential [48]. In contrast, a sulfate transporter, two multidrug resistance-associated (MRP) family proteins and six MATE efflux proteins show predominant expression in Sync. Several isoforms of auxin efflux carrier proteins (HvPIN genes) are conversely expressed in both tissues. Two barley orthologs of Arabidopsis PIN3 are upregulated in the differentiating ETCs, among them is HORVU1Hr1G072970 with a fold change of >18, whereas three isoforms of PIN1 and PIN2 are preferentially expressed in Sync. Reciprocal expression is also seen for family members of the phosphoglycoprotein (PGP/ABC) auxin transporters (4 isoforms in ETCs vs. 3 in Sync), which are interacting with PIN proteins in asymmetric auxin distribution [49]. Together, the expression patterns of transport-related genes verified the role of the ETC region as a bottleneck for nutrient transfer from maternal tissues into the filial part of the grain. The active transport of bulk-flow assimilates, i.e., hexoses, sucrose and amino acids, but also micronutrients, facilitated by membrane-bound transporter proteins seems to be already established when cells acquire ETC identity, before they are fully differentiated.

2.2.3. Signaling Pathways Directing Cell Specification in Endosperm Domains

Different Hormone and Phosphorylation Pathways Are Transcriptionally Activated in Syncytial Subdomains

Among the signaling pathways, TCS phosphorelays stand out as the most enriched category (FDR < 4.9 × 10−6) in differentiating ETCs (Figure 2d). Four histidine kinases (HKs), including three putative ethylene receptors HvETR1/-2/-4 and HvHK1 as prominent example for a cytokinin-independent HK with a key function in ETC specification [17], were highly expressed in ETCs (Figure S1). Response regulators (RRs) represent the output components of TCS and are deemed to confer hormonal signals in a cell/tissue-specific manner. Three type-A RRs, ten type-B RRs and three type-C RR genes were preferentially expressed in ETCs (Figure 4a), revealing an interaction between different subgroups of RRs during the initial cellularization steps of ETCs. In contrast, only HvHK5 (HORVU3Hr1G094870), a putative cytokinin (CK) receptor with a CHASE domain, one type-A and type-B RR were upregulated in Sync. Unexpectedly, several His-containing phosophotransfer proteins (HPs) were preferentially enriched in the Sync layer. HPs are characterized as intermediate elements in phosphorelays that interact redundantly with different HKs and RR subgroups and thus, participate in multiple TCS modules [50]. Nevertheless, TCS signaling in Sync is attenuated compared to ETCs, and only few elements potentially involved in CK signaling are transcriptionally activated in Sync. Among the numerous leucine-rich receptor-like protein kinases (LRR-RLKs) expressed in both domains, two barley orthologs of CLAVATA1-related (HvCLV1/BAM2) receptor kinases (HORVU5Hr1G098840, HORVU4Hr1G065620), three ERECTA (HvER1/-2/ER-LIKE1) genes and HvSTRUBBELIG3 were preferentially expressed in Sync, together with ER/ERL peptide ligands EPIDERMAL PATTERNING FACTOR-like1/-2 (HvEPFL1/-2). Contrastingly, two genes encoding SOMATIC EMBRYOGENESIS RECEPTOR-LIKE1 (HvSERK1) and five TAPETUM DETERMINANT1/-like (HvTPD1/HvTPD1L) genes were highly expressed in ETCs.
An array of genes involved in hormone metabolism, perception and signaling (auxin, abscisic acid (ABA), ethylene, gibberellins (GA), CK) is found in the set of DEGs (Figure 4b). The highest number of DEGs are probably associated with auxin and ethylene signaling. Multiple auxin responsive genes, such as GH3s, SAURs and IBA response 5, are concomitantly upregulated in ETCs, accompanied by HvTPD1L homologs, ARGONAUTE1+-4 (HvAGO1/-4) and two AUXIN-INDUCED IN ROOT CULTURE3 (HvAIR3)/Sub-protease orthologs. TPD1-like genes encode cysteine-rich peptides (CRPs) involved in microspore and ovule development and work upstream of auxin signaling and core cell cycle genes [51]. AIR9 was detected as a microtubule-binding protein essential for correct cell plate orientation in Arabidopsis [52], AtAGO1 encodes a repressor of ARF7 and ago1-mutants show pleiotropic morphological defects. Together with HvPIN3 efflux carriers, these elements might contribute to a specific branch of non-canonical auxin regulation in ETCs. Three putative ethylene receptors (HvETR1/-2/-4), enzymes putatively involved in ethylene biosynthesis (SAM-methyltransferase, ACC oxidase (OX)) and a suite of ERF transcription factors (19 genes), mostly from the B-2 subfamily of ERF/AP2 TFs are commonly upregulated in ETCs. A stimulated expression in ETCs is also obvious for elements involved in ABA signal transduction; ABA receptor HvPYR1/RCAR, PHOSPHOLIPASE αD2 (PLD D2), HvABI3/-Rav2-like, several members of the PP2C family, HvDREBB1 and ABC transporter B4 support ABA influences.
In contrast, genes involved in auxin, CK and GA metabolism and signaling showed a pronounced transcriptional activity in Sync. In general, combinatorial interactions of auxin, CK and GA signaling pathways control cell division and cell differentiation processes. HvYUCCA8 (HORVU2Hr1G105780) is the only auxin biosynthesis gene that is preferentially expressed in Sync and seems to be functionally analogous to endosperm-specific OsYUCCA11 and ZmYUCCA1 [53]. Moreover, all elements participating in canonical auxin signaling pathways are strictly upregulated: putative receptor AUXIN-RELATED F-BOX5 (HvABF5) from the TIR1 family, seven AUXIN RESPONSE FACTORS (ARFs), and nine AUX/IAA genes point to activated auxin signaling pathways in the Sync layer during the progression of the syncytial to cytokinetic phase. CK metabolism genes, such as ISOPENTYLTRANSFERASE3 (HvIPT3), LONELY GUY3 (HvLOG3), LOG family protein and cytokinin dehydrogenases (HvCKX2/-11) were upregulated in the syncytial layer (Figure 4b). IPT3 catalyzes the initial step of cytokinin biosynthesis to produce iP nucleotides, LOG proteins convert inactive cytokinin nucleotides to the biologically active form, whereas CKXs catalyze the degradation of CK [54]. Together with the preferential expression of HvHK5, high activity of cytokinin production and turnover supports regulatory associations between CK signaling and progression to cytokinesis in Sync. Although some genes attributed to GA biosynthesis (GA2/-20-oxidases (HvGA2OX1/-6, HvGA20OX)) are also expressed in ETCs, GA formation, perception and signaling dominates in Sync. Ent-kaurene synthase, a key enzyme of GA biosynthesis, HvGA3OX1, HvGID1, an ortholog of the rice receptor gene OsGID1, and six genes encoding GA-regulated GASA proteins are highly upregulated in Sync. FLOWER PROMOTING FACTOR1 (FPF1/HORVU3Hr1G097810), shown to modulate flowering time by affecting the GA signaling pathway [55], is also enriched in Sync. Together, the activities of hormone-related genes and spatial intersections illustrate the combinatorial complexity of the regulation that coordinates cell fate decisions within the developing syncytial endosperm.

Signatures of TF Families Differ Substantially between Syncytial Domains

Besides genes connected to TCS phosphorelays, peptide and hormone signaling, a significant number of transcripts (435 genes) encoding for transcription factors (TFs) are differentially expressed between both subdomains. A large proportion of the TF families showed distinct expression in either ETCs or Sync, indicating that different transcriptional networks are connected to cell identities (Figure 5a,b). In Sync, 278 genes encoding TFs are preferentially expressed, comprising 11.6% of the upregulated genes (2407), whereas the number of ETC-specific TF genes is substantially lower (157 genes/7.5% of the upregulated gens).
AP2/ERF, zinc finger/ZF, NAC, MYB TFs and also type-B RRs (working as TFs) are the few dominating TF families in ETCs with multiple members showing an enriched transcriptional activity compared to Sync (Figure 5a). In congruence with the stimulated ethylene perception and signaling, a range of AP2/ERF genes are distinctively upregulated in ETCs, most of them being members of the B-2 subfamilies (RAP2.2/−2.12) and drought response element binding (DREB) TFs. RAP2 proteins work as transcriptional activators through the GCC box and acted downstream of EIN2 and CTR1, whereas DREBs were also shown to be involved in ABA responses. ABI3/VP1 is a confirmed central regulator of ABA signaling in Arabidopsis embryos [56], which is also true for ABRE-binding bZIP proteins and WRKY TFs. Besides the high abundance of type-B RRs (containing a MYB domain), 23 HvMYB/-related TFs are enriched in the ETC transcriptome. R2R3 family proteins were shown to be involved in immune responses, but also in phase transitions from vegetative to reproductive development. Remarkably, three of the MYB TFs upregulated in the ETCs (HORVU7Hr1G024150, HORVU7Hr1G028140, HORVU7Hr1G038390) belong to the Circadian Clock Associated 1-like (CCA1-like) subgroup and are orthologs of ZmMRP-1, a well-known master regulator of BETL development in maize [9]. A recent phylogenetic analysis revealed that ZmMRP-1 orthologs are also existing in other important cereal crops, such as rice and wheat, and showed expression in young grains and/or ETCs [57]. NAC TFs are confirmed to play a role in stress responses, particularly for osmotic stress or oxygen limitation. Along interactions with stress-related hormones (ABA, ethylene), a role in developmental processes, including seed formation, was also shown for NAC proteins [58]. Sixteen HvNAC genes highly expressed in ETCs hint at an important function in the cellularization of ETCs in a putative crosstalk with ABA and ethylene signaling elements.
In Sync, beside ARFs-AUX/IAAs, twenty-two basic HELIX-LOOP-HELIX (bHLH) TFs, B3 domain proteins, C2C2 CONSTANS (CN)-like/C2C2-GATA, four YABBY genes, NUCLEAR TRANSCRIPTION FACTORs Y (NF-Y), GRAS family genes including SCARECROW-like proteins (SCLs), GROWTH REGULATING FACTORs (GRFs), HOMEOBOX proteins (HB), WUSCHEL (WUS)-related HBs (WOX), MADS-box, OVATE FAMILY PROTEINS (OFPs), SQUAMOSA PROMOTER BINDING proteins (SPL), SET, TRAF and TEOSINTE BRANCHED1/CYCLOIDEA PROLIFERATING CELL FACTOR (TCP) TFs are preferentially expressed. Spatial intersections of hormone activities (auxin, CK, GA) in Sync are probably connected to transcriptional programming constituted by TFs from distinct families. The upregulation of canonical auxin signaling elements in the barley syncytium, including multiple ARF TFs (HvARF3/−5/−15/−16/−21) and nine AUX/IAAs, among them ETTIN, the SHY2 orthologs known to be involved in the patterning processes of reproductive organs and roots, underline enhanced auxin activity. Maize NKD1 and NKD2 encode duplicated INDETERMINATE DOMAIN (IDD) C2H2 TFs, named ZmIDD9/-veg9, and a transcriptome analysis of the double mutant nkd1,2 uncovered ARFs as hubs in co-expression networks that define aleurone specification and differentiation [59]. Remarkably, a barley HvNKD1 + 2 (HORVU4Hr1G070950) ortholog is strongly upregulated in Sync, thus reflecting cell specification in the peripheral layer where nuclei are fated to become AL cells. Other TFs associated with auxin signaling are the B3 domain and bHLH proteins. Several isoforms of the MATERNAL EFFECT EMBRYO ARREST45 (HvMEE45)/B3 domain are preferentially expressed in Sync, and MEE45 controls cell proliferation and seed size by regulating auxin biosynthesis in ovule integuments of Arabidopsis. Several members of the bHLH gene family are part of a genetic network that mediates auxin signaling in suspensor development [60]. With more than 20 HvbHLH genes upregulated in Sync, a role in auxin signaling pathways can be anticipated.
Numerous TFs activated in Sync are documented to be involved in stem cell maintenance, meristem determination, the establishment of organ polarity or phase transitions in Arabidopsis. Upregulated isoforms of SCL genes from the GRAS family, CN-like zinc fingers, KNOTTED1-like11 (HvKNOX11) and SPL TFs are potentially involved in GA signaling pathways. SCLs are positive regulators of GA signaling by repressing the activities of DELLA proteins, CN proteins promote flowering and interact with DELLAs, KNOX1 regulates the GA pathway via the repression of the GA-biosynthesis gene AtGA20ox1, whereas the expression of SPL TFs is affected by GA and a role in reproductive phase transitions has been documented [61]. Five genes encoding GRFs (HvGRFs) and GRF1 INTERACTING FACTOR3 (HvGIF3) are specifically upregulated in Sync (HvGRF1/−4/−5/−6 with >10-fold enrichment). GRFs were identified as GA-inducible genes [62] and are expressed in actively growing tissues [63]. Seven TCP family genes are specifically expressed in Sync. Other Sync-specific TFs related to cell/organ elongation and differentiation are OFPs (nine HvOFPs strongly upregulated) and SET domain proteins. SET domain proteins act as histone methyltransferases and belong to the Polycomb Repressive Complex 2 (PRC2), which controls flowering time via the repression of floral promoting and floral identity genes. Twelve barley MADS-box TFs, including three HvAGL genes, are highly upregulated in Sync, which are confirmed players in specifying floral organ and ovule development in Arabidopsis. Among HvAGL6a/-6b and HvAGL80, the Arabidopsis ortholog AGL80 was shown to function as a key TF required for central cell and early endosperm development [64]. Twenty-four homeobox TFs (HvHBs) are preferentially expressed in Sync, including four WUS-related genes (HvWOX2/-7 isoforms). Other genes of HB subgroups comprise HvBEL1-like/POX, HvGLABROUS and HvHOX/REVOLUTA-like genes. BEL1-like proteins restrict WUS expression and interact with AGL, KNAT1/-3 and OFP1 proteins. HvGLABROUS1/-7/-11 are distinctively upregulated in Sync, and orthologs in Arabidopsis have been reported to regulate epidermal cell fate determination function in roots, shoots and seeds [65]. The WUS-CLV feedback loop generally controls stem cell maintenance and restricts cell and organ differentiation [66]. A repressory function for the meristematic activity and growth inhibition of lateral organs via an interaction with KNOX and MADS-box proteins was also elucidated for YABBY TFs from which HvYABBY2/-3/-5 isoforms, including HvCRABS CLAW, are also upregulated in Sync.
In summary, transcriptional signatures of TF families differ substantially between both endosperm subdomains and might integrate distinct hormone signals. Developmental fates and the timing of cellularization seems to underly hormonal activities associated with cell cycle regulation, cytokinesis and cellular differentiation.

2.3. Enrichment of Cis-Regulatory Motifs in DEGs Specifies Targets of TFs

The promoter regions (2000 bp upstream of the ATG start codon) of the top 500 ETC- or Sync-upregulated genes were analyzed by Homer [67] to identify TF binding sites (TFBS). Identified enriched motifs for both tissues are listed in Table S5. The enrichment of sequence motifs for specific TFs in each TF family are presented in Figure 5c and show specific differences between the ETC and Sync (Figure 5c). Moreover, the cis-element analysis largely correlated with the preferentially expressed TFs/-families (same coloring in Figure 5b,c). Motifs bound by AP2/ERF, MYB, MYB-related, NAC and type-B RR (ARRs) TFs were enriched in promoters of ETC-expressed genes and corresponded to activated TFs involved in ethylene and ABA signaling and the pronounced expression of TCS genes.
A clear distinction was found for cis-motifs in Sync, ARF, B3, C2H2, C2C2, HB/HD-ZIP, MADS/AGL SPL/SBP and WRKY binding sites that were more abundant, reflecting the expression of respective TF family members in Sync-specific transcriptional networks. The top enriched motifs (Table 1) in potential targets differed also between the ETCs and Sync. ERF15 + ERF6 and MYB41/-3/101 binding sites known from Arabidopsis are highly enriched in ETCs (6- to 10-fold). ERF 15/-6 TFs are implicated in ethylene signaling and work upstream of MAPK(K) cascades. MYB 41 and 101 are reported to be required for stress responses and are positive regulators of ABA signaling. Two CCA1 and LCL1 motifs bound by MYB-related TFs were also found in the top motifs. CCA1 motifs are bound by MRP-1/-like TFs from which three family members are upregulated in the ETCs underlining a pivotal role for controlling multiple genes during ETC specification, similar to the key function of ZmMRP-1 in BETL differentiation. Further, it was shown that the overexpression of CCA1 strongly influences spike and grain development in wheat [68]. Moreover, two Arabidopsis RR motifs (ARR1 + 10) are enriched in ETCs’ expressed genes, showing a high similarity to barley type-B RRs (HvRR4/-8/-10) that are upregulated in ETCs. Remarkably, CHIP-seq experiments identified genome-wide targets of ARR1 and ARR10, which are involved in ABA, ethylene and auxin signaling pathways, aside from CKs [69]. Relying on functional conservation in monocots, a similar role in interacting pathways coordinating barley ETC specification can be anticipated. In Sync, the barley HVH21 motif is the most enriched TFBS (>13-fold). Gel shift experiments showed that the TGAC element of HVH21 is required for binding by HOODED, a KNOTTED-like HD TF [70], coinciding with the pronounced expression of HvKNOX11 (HORVU7Hr1G114650). Other enriched motifs were documented to be targets of MADS, SPL13, bZIP, C2H2, C2C2 Dof and ARF36 TFs (Table 1). MADS-binding sites include recognition sequences of the SEP AGL subgroup, namely Arabidopsis SEP3 and tomato AGL1 motifs; StAGL1 affects fruit ripening and AtSEP1/-3 are functionally redundant in directing petal/stamen identity. Several AGL isoforms, HvSEP1/-3 (HORVU5Hr1G095710, HORVU7Hr1G012920) and HvAGL6/-80, are upregulated in Sync, besides HvSPL13/-16/-18/-23 genes, C2H2 TFs, including HvNKD1/2, CN-like, GATA and YABBY C2C2 zinc finger proteins and HvARFs. All of these TFs have in common an involvement in cell determination and/or developmental phase transitions and imply regulatory associations with GA and auxin signaling. Together, the analysis of cis-regulatory motifs revealed a high commonality between the enrichment of target sequences and transcriptional profiles of TF family genes during the acquisition of cell identities. Top-enriched motifs in promoter regions of DEGs probably specify master regulators that activate multiple domain-specific target genes.

2.4. In Situ Hybridization Validates Domain-Specific Expression

In situ hybridization was performed on cross-sections of barley grains at 3 DAF to confirm the ETC- and Sync-specific expression of selected candidate genes. HvPR60 (HORVU1Hr1G012870), an ortholog of wheat PR60 encoding an ETC-specific cysteine-rich protein [71], highly expressed HvTPDL1 (HORVU0Hr1G019570), auxin efflux carrier HvPIN3 (HORVU1Hr1G072970) similar to BETL-specific ZmPIN1b [72], HvEXPB4 (HORVU2Hr1G013360) and type-A RR (HvRR1, HORVU6Hr1G059200), with a proposed role in the initial steps of ETC cellularization [30], were exclusively expressed in the ETC region (Figure 6a–e). The signals were restricted to a few cell files of cellularizing ETCs adjacent to the maternal–filial boundary of the grains. HvEXP4 and HvPIN3 appeared to be more strongly expressed in the inner cell layer (1L) where cells are fully walled and periclinal cell walls have been formed. Highly enriched TFs in Sync (>10-fold) were predicted to be important for further AL specification from GRF. HB and RADIALIS families were used for expressional confirmation. Signals for HvGRF6 (HORVU4Hr1G010080), potentially involved in GA signaling, HvGLABROUS11 (HvGL11, HORVU6Hr1G079410), a HB gene belonging to the HD-ZIP IV family from which several GL genes are involved in epidermal cell fate acquisition, and HvRAD1-like (HORVU1Hr1G089510) belonging to a small subfamily of single-MYB TF genes, were confined to the peripheral Sync layer of the endosperm (Figure 6f–h). Only HvRAD1-like shows some background signals in the maternal chlorenchyma (Figure 6g). Sync-specific expression and proposed functions identified them as novel marker genes for AL fate in the barley endosperm.

2.5. Bimolecular Fluorescence Complementation (BiFC) Assays Confirmed Complex Formation of Co-Expressed Barley TCS Elements

Transcripts of several TCS elements, HKs including putative ethylene receptors (ETRs), and RRs from different subgroups, were highly enriched in ETCs and pinpointed to functional relations, i.e., interactions in specific phosphorelays with intermediate HP elements. Physical interactions were observed for the REC domain of HvHK1 (HORVU7Hr1G030040) and the putative downstream cognate histidine-containing phosphotransfer protein (HvHP2, HORVU4Hr1G001650) in the cytoplasm (Figure 6i(I)). A complex formation was also observed for HvHP2 and HvRR1 (HORVU6Hr1G059200) predominantly in the nucleus and to a minor extent in the cytoplasm (Figure 6i(II)). The specificity of the interaction was confirmed by co-infiltration of HvHK1 with a mutated ΔHvHP2 element in which the phosphoacceptor site was modified and no fluorescence signal was observed in this combination (Figure 6i(III)). Assays with the full-length ethylene receptor HvETR2 (HORVU2Hr1G000060) gave a strong signal when co-expressed with HvHP1 (HORVU4Hr1G00159) that overlapped with signals of the endoplasmatic reticulum (ER) marker [73]. The ER localization of the HvETR2-HvHP1 interaction (Figure 6i(V)) was in line with localization studies of Arabidopsis ETR/ERS receptors [74]. The complex formation of HvHP1 and HvRR15 (HORVU3Hr1G034520) was localized predominantly in the nucleus resembling the HvHP2–HvRR1 complex (Figure 6i(VI)). Results show that the TCS elements transcriptionally activated during ETC specification are able to interact in vivo in phosphorelay modules, and thereby underline the value of the transcriptome data to extract regulatory elements that participate in common signalling cascades.

3. Discussion

Positional signaling in the syncytial stage directs cell specification and cell identity in the early endosperm. ETCs and AL cells originate from the same primary triploid endosperm nucleus, but information about the spatial molecular mechanisms determining cell fate decisions in cereal endosperms remains scarce. To fill this gap, we performed LCM-based RNA-seq of coenocytic subdomains of the barley endosperm just at the progression from the syncytial to cytokinetic stage (3/4 DAF). Data revealed the ETCs and Sync as distinct morphological and transcriptional domains and could identify developmental and regulatory programs that coordinate the initial steps of cellular differentiation in the endosperm. The analysis highlights aspects of cellularization, activated transport mechanisms, interacting signaling pathways and extracted key genes impacting these processes.

3.1. Timing of Cellularization and Differentiation in Endosperm Subdomains Varies

Pre-/cellular morphology and gene expression patterns related to cell cycle regulation, cytoskeleton assembly and cell wall formation clearly showed a developmental gradient between the ETCs and Sync. Cellularization is more progressed in the ETCs, particularly in the 1L-layer and to a lesser degree in 2L, which is reflected by the expression of cell wall genes and is also consistent with previous studies on barley ETC development [30]. The preferential expression of alpha- and beta-expansins (α-/ß-EXP) point to activated cell elongation in the ETCs which correlates to the different cell shape in the 2L cell files that tend to expand in longitudinal direction. The 2L cells are not fully differentiated and a third layer of ETCs will be formed after the following rounds of anticlinal and periclinal cell divisions around 5 DAF, revealing that the cellular differentiation continues and a developmental gradient also exists within the ETC region. Remarkably, among the cell-wall-related genes expressed in ETCs, HvEXPB4 and HvKATAMARI1/MUR3, two pectinesterases (HvPEs) and two pectin methylesterase inhibitors (HvPMEIs), are predicted to be highly ranked components of a gene regulatory network (GRN) controlled by HvHK1 that coordinates regular ETC specification/differentiation [17]. They are highly connected with TCS elements (type-B RRs) and HvSERK1 in the GRN, genes that are also enriched in ETCs in our dataset, and thereby support a link between phosphorylation modules and specific steps of primary wall formation of ETCs. Cell wall composition differs between ETCs and AL cells in cereal endosperms as reported by immunolocalization and Raman spectroscopy experiments in wheat grains [75]. Other than callose, 1,3-1,4-ß-glucans/hemicelluloses and arabinoxylans, heteroxylans are the dominating cell wall polysaccharides with different ratios between ETCs and AL cells, changing dynamically until late grain development. Genes involved in pectin esterification and metabolism stand out as enriched in ETCs at 3/4 DAF, which is somehow corroborated by immunolocalization experiments in barley grains using an LM19 antibody showing an accumulation of pectins in the ETC region, whereas no signals were detected in AL layers [76]. Transcriptome analysis of the manually dissected barley endosperm from the syncytial to the fully cellularized stage (3-8 DAF) unveiled multiple gene clusters associated with key stages of endosperm differentiation [30]. Further, co-expression networks of cell-wall-related genes and differentially expressed TFs identified potential regulators involved in the control of cell wall metabolism that cluster into two main groups with elevated expressions at early (3 to 4 DAF) and late (5-8 DAF) cellularization stages. Modules showing peaking expression at 3-4 DAF contain CES-like A/-E homologs, callose synthase, glycosyl transferases, hydrolytic and polysaccharide modifying enzymes, such as pectinesterases (PE/PEA/PME) and ß-glucanase, and several EXPs. Thereby coinciding with observations that callose and 1,3-1,4-ß-glucans are (transiently) present in initial syncytial walls at the onset of endosperm cellularization [77]. Our LCM-based analysis elucidated no significant differences between hemicellulose and callose synthesis in the subdomains, indicating that the deposition of both cell wall components was initiated in the ETC and Sync walls. Some specific genes attributed to ETC wall metabolism were also found in the early peaking modules of the complete syncytium, namely four HvPE/PAEs (HORVU3Hr1G091360, HORVU6Hr1G082990, HORVU5Hr1G114530, HORVU2Hr1G090330), xyloglucan endotransglucosylase 10 and endo-1,4-beta-xylanase (HORVU4Hr1G028720, HORVU4Hr1G063790) and one gene encoding EXPB2 (HORVU1Hr1G054240), reinforcing that modulation of the pectin matrix and cell expansion by cell-wall-loosening enzymes is essential for the biogenesis of ETCs. Modules of co-expression networks at early stages of syncytial cellularization contained a cluster of MADS and three HD-ZIP TFs from which four MADS genes (HORVU1Hr1G023620, HORVU1Hr1G029220, HORVU3Hr1G026650, HORVU5Hr1G095710) and one HD-ZIP (HORVU6Hr1G072810) were found to be preferentially expressed in Sync. They are tightly linked to Sync-specific xyloglucan endotransglucosylase 5 and glycosyl hydrolase 10 (HORVU4Hr1G028720, HORVU4Hr1G063790) associated with hemicellulose modification and turnover, but an exact role for the TFs in controlling cell wall formation in Sync alveoli would have to be proven experimentally. These examples for the separation of gene expression profiles in the syncytial subdomains underline the value of the dataset providing spatially resolved information.
The peripheral layer in Sync is mainly in a precellular stage, consisting of alveoli where the nuclei are lined by anticlinal cell walls, but periclinal cell walls have often not been built (Figure 1h,i), thereby indicating the progression from the syncytial to the cytokinetic status. The concerted expression of A- and D-type cyclins (HvCYCA1;1/-3;1, HvCYCD3;2/-4;1/-6;1), four cyclin-dependent kinase isoforms (HvCDKC;1), cytoskeleton-binding proteins (actin-, microtubule-binding) and G-protein signaling indicate an active cell cycle. Cell cycle progression is tightly controlled by the periodic activity of various combinations of cyclins and interacting CDKs, revealing a high complexity in cell cycle regulatory mechanisms, particularly during acytokinetic mitosis in early endosperm development to produce a syncytium and endoreduplication resulting in polyploid endosperm cells [78]. The majority of D-type cyclins are reported to control the G1 to S progressions, whereas A-type cyclins are deemed to regulate intra-mitotic and G2 to M transitions that allow cells to proceed into the mitotic phase. In the developing maize endosperm, the expression and protein analysis of A-, B-and D-type cyclins as well as A- and B-type CDKs separate two main expression patterns, activated CYCA1;1/CYCB1;3 and CDKB1;1 during mitotic cell divisions and CYCDs and CDKA;1 with constantly high expressions until endoreduplication [79]. The preferential expression of A- and D-type cyclin isoforms in the barley syncytium seem to be associated with the onset of mitotic cell divisions in the peripheral Sync layer via complex formation with HvCDKCs. In Arabidopsis, CDKCs were shown to inhibit cellular differentiation and prolong growth durations by influencing CYCB/-D expression as exemplified by AtCDKC1;2 during leaf development [80]. Notably, ZmCYCD5 is exclusively apparent in the AL layer at 7 and 13 DAF, which does not undergo endoreduplication and thereby can be regarded as a regulator of AL cell division and differentiation coinciding with expression of HvCYCD genes in Sync. The expression of core cell cycle genes (CYCB1;1/-2;2, CYCD2;2) is suppressed in tgw6-mutants of rice, affected in the TGW6 gene encoding an IAA-glucose hydrolase, that showed a prolonged syncytial phase and delayed cellularization of the early endosperm, possibly mediated by changing auxin levels [81]. Together, cytokinesis seems to be suppressed in the Sync layer by maintaining mitosis in late phases and preventing cellular differentiation. A long temporal interval between the termination of mitosis and the initiation of anticlinal cell walls/alveoli formation has been observed in barley endosperms (up to 48 h) [82], whereas this hiatus is much shorter in rice and maize [83]. Alveoli formation starts at intersections of radial microtubule systems (RMS) by the insertion of the phragmoplast that guides cell plate assembly between neighbored nuclei. Upregulation of five microtubuli-associated proteins (HvMAP65/-70s) that bundle and stabilize microtubuli during cytokinesis and nine kinesin microtubule motor proteins involved in microtubule-based movement and phragmoplast assembly might be associated with dynamic spindle microtubule rearrangement. Reorganization of the RMS is associated with elongation of anticlinal walls from alveoli towards the CCV [6] before periclinal walls will be formed to generate a first peripheral cell layer (Figure 1i,k). G-protein signaling-mediated vesicle trafficking is essential for the insertion and fusion of cell plates during the formation of initial syncytial walls. Several candidate genes important for G-protein signaling pathways in Sync were identified by our study, namely HvRAB/ROP-GTPases, HvRho/ROP-GAPs and HvARF/ROP-GEFs that seem to be involved in the development of syncytial walls. Notably, ROP-GTPases mediate auxin signaling pathways and regulate the subcellular distribution of PIN2 [84].

3.2. Nutrient Transport in the Young Endosperm

Transcriptome data revealed that active assimilated transport facilitated by an energy-coupled transporter, particularly for hexose sugars, sucrose and amino acids, has been established in ETCs at initial cellularization stages. This is expected, as sugars are needed for cell proliferation and endosperm growth. Moreover, hexose sugars provide precursors for cell wall biosynthesis/modification, which is intensified until the ETCs are fully differentiated. Metabolite profiling of developing ETCs by GC-MS displayed a high abundance of hexoses, such as fructose, glucose and glucose-6-phosphate, between 5–7 DAF and amino acids glutamine and lysine at 5 DAF [30], which is in line with the here observed transcriptional profile in ETCs. Sugars also play a role as inductive signals for transfer cell specification and differentiation as shown in maize BETL cells, where mutations of ZmINCW2 or ZmSWEET4c lead to defective BETL differentiation and the activity of the BETL regulator ZmMRP-1 is stimulated by hexoses [85]. HvSWEET11 is an ortholog of AtSWEET12 and ZmSWEET11, both of which are reported to be sucrose transporters. In Arabidopsis, SWEET12 is localized in phloem parenchyma cells and facilitates sucrose uptake in the phloem, whereas ZmSWEET11 is required for the retrieval of apoplasmic sucrose in the BETL layer in an interplay with extracellular invertase and ZmSUT1 [86]. A similar role for amino acid export can be assumed for the HvBAT1-like AAP (HORVU3Hr1G053090), whose Arabidopsis ortholog was shown to be localized in vascular tissues and a function in phloem unloading for the export into sink tissues is proposed [87]. Different isoforms of the ABC/PGP auxin transporter and PIN family members are reciprocally regulated in both subdomains. HvPIN3 orthologs are preferentially expressed in ETCs, contrary to the higher expression of HvPIN1/-2 in Sync. All of these genes are similar to maize ZMPIN1a/-b/-2/-3b/-10b homologs, which showed different localization patterns in the maize endosperm tissues, BETL, AL and SE [88]. The expression of different isoforms of the auxin transport machinery hints at auxin accumulation in both syncytial domains but is facilitated by different family members, which represents a nice example for the subfunctionalization of gene isoforms. Whether PIN3 isoforms are involved in early endosperm periclinal cell divisions and PIN1/-2 mainly in anticlinal ones remains a speculation and would be interesting to analyze with functional studies.

3.3. Signaling Pathways and Regulatory Modules Involved in Cell Fate Decisions

Hormone biosynthesis, metabolism and signaling differs significantly between syncytial compartments with ABA, ethylene and nodes of non-canonical auxin signaling dominating in ETC specification, whereas canonical auxin, GA and CK signaling is mainly activated in peripheral Sync layers. Identified key genes of hormonal pathways, peptide-receptor signaling and diverse TF families seem to interact, and mark transcriptional domains that direct the acquisition of cell identity. Preferential expression of putative ethylene receptors, a suite of ERF/AP2 TFs and biosynthesis genes (HvACCox1) in ETCs, imply that ethylene is an important signal for transfer cell (TC) specification. The complex formation of ethylene receptor HvETR2 with HvHP2, and HvHP2 with HvRR15 (Figure 6i), indicated that co-expressed TCS elements participate in common phosphorylation pathways that mediate ethylene signaling in ETCs. This is in line with a proposed role for ethylene in TC induction and development in Vicia faba cotyledons that has been uncovered by in vitro culture experiments [89] and the observation that the ethylene precursor ACC increased the number of cells forming CWIs during TC differentiation in tomato roots [90]. Previous results from transcriptome profiling of a time series of developing barley ETCs [30] showed that ethylene biosynthesis and signaling genes are highly activated in ETCs at 5 and 7 DAF and peaking ACC concentrations in the endosperm between 2–6 DAF, corroborating a pivotal role for ethylene in ETC differentiation. Similarly, ABA signaling is strongly activated in ETCs as implied by the expression of the receptor HvPYR1/RCAR, HvPLDa1, HvPP2C family genes, and DREB, MYB and WRKY TFs. In rice, ABA application to young grains enhanced cell division in the endosperm and increased the grain filling rate [91]. Significant concentrations of ABA are present in the endospermal pedicel/chalazal zone of maize kernels, which represents the maternal–filial boundary in kernels [92]. This is consistent with the analysis of the barley seg8-mutant which showed aberrant tissue differentiation in the central endosperm, particularly in the ETC region, a defect that was associated with changed ABA levels and signaling in filial grain tissues [93]. Other than ethylene and ABA, non-canonical auxin signaling elements are enriched in ETCs, i.e., auxin response genes, HvAGO1/-4, HvAIR3 and HvTPD1L homologs, that were shown to be exclusively expressed in barley ETCs at different developmental stages in conjunction with potentially interacting TCS elements [17]. Data reveal that a specific branch of auxin regulation directs the cell division and differentiation of ETCs. Interestingly, most of the genes are highly ranked components of the GRN that specified direct targets of HvHK1. Compromised interactions of HvAGO1, HvAIR3, HvPIN3 and peptide signaling (e.g., HvTPD1Ls, HvSERK1) in cells with perturbed ETC differentiation support the importance of these signaling nodes for the acquisition of ETC identity. Further, the nodes are proposed to be directly activated by type-B RRs, for which two cis-motifs have been identified as highly enriched in the top upregulated genes in ETCs (Table 1). Five HvTPD1L genes are outstandingly highly expressed in ETCs (TPM values 2000–10,000). TPD1/-L genes build a subgroup among cysteine-rich peptides (CRPs) and control megaspore mother cell proliferation in rice ovules and affect early endosperm development [94,95]. Arabidopsis TPD1 is processed into small, secreted CRPs and serves as a ligand for EMS1 and SERK1 LRR-RLKs [96]. Recently, ectopic expression of TPD1 in Arabidopsis ovules induced the transcription of multiple auxin signaling/transport genes and affected core cell cycle genes (CYCD3;3, CYCA2;3) supporting a regulatory role in cell proliferation during early seed development [51]. A similar role for an RLK surface receptor and mobile CRP signaling in coordination of ETC cellularization can be anticipated. Prominent examples for an essential role of the CRP signaling in TC differentiation came from maize kernels, where the MEG1 peptide was verified as an essential regulator for BETL identity, and ZmBETL1-4 genes were shown to be specifically expressed in the BETL layer [13,14]. In our analysis, MEG1-like or BETL-like genes were not found in the set of ETC-specific genes, probably because they are expressed at later stages of ETC differentiation, as maize BETL and MEG1 genes are reported to be expressed in BETLs between 8 and 20 DAF or in barley ETCs at 8 DAF (HvBETL4) [9,13,97]. The same applies for BETL-specific ZmTCRR-1/-2 genes encoding atypical type-A RRs that lack the conserved aspartyl residue in the receiver domain and are also directly activated by ZmMRP-1 [10], although three type-A HvRRs are upregulated in ETCs during initial cellularization. High abundance of NAC and MYB cis-elements in the ETC-expressed genes overlaps with the expression of the TFs themselves. In Arabidopsis and Brachypodium, NAC and MYB family members were shown to control secondary wall biosynthesis [98,99], which is emblematic for ETC differentiation in forming cell wall ingrowths (CWIs) [37]. ANAC48, ANAC14 and MYB-related genes were identified as putative transcriptional regulators of phloem-associated TCs in Arabidopsis leaves as anac- and myb-mutants showed reduced TCs in the veins of mature leaves [100]. Three orthologs of ZmMRP-1 are upregulated in the ETC region at 3–4 DAF, which correlates to the increasing expression of ZmMRP1/-like genes from the coenocytic stage onwards until full differentiation of BETL cells. A LCM-based transcriptome analysis of distinct tissue types from 8 DAF maize kernels identified a BETL-specific regulatory module consisting of 93 target genes of ZmMRP1 [32]. Besides MEG1, BETL genes and TCRR-1/-2, a suite of genes involved in cell wall formation, lipid metabolism, hormone signaling and nitrate transport were uncovered as potential targets. Numerous barley genes, including several GDSL esterase/lipases, non-specific lipid transfer proteins (nsLTPs), among them three HvEND1-like (HORVU0Hr1G026630, HORVU1Hr1G012930, HORVU1Hr1G012940), HvEXPB1, HvCESL, P-mannosidase, nitrate transporter (HvNRT1/PTRs), SNF1-related kinase, DREBB1, HvGH3-like and HvZF7 TF, are concomitantly upregulated in ETCs, implying the potential activation of similar target genes by HvMRP-1-like orthologs and functional conservation in barley ETCs, despite that co-expression networks have obviously been generated at a later stage of BETL/ETC differentiation.
Different hormone activities were elucidated in the transcriptome of the peripheral Sync layer, i.e., canonical auxin signaling, CK and GA metabolism/signaling. It is known that ratios between auxin, CK and GA levels and feedback interactions of them control cell division, cell elongation and the timing of cell differentiation in a fine-tuned balance. Auxin application to unfertilized ovules is able to initiate endosperm development in Arabidopsis and auxin is rapidly synthesized in the endosperm after fertilization, coinciding with a strong enhancement of auxin signaling until initial endosperm cellularization, as monitored by the auxin sensor R2D2 [101,102]. Excessive auxin biosynthesis and signaling prevents cellularization in defined regions of the young Arabidopsis endosperm [103]. Similarly in monocots, auxin strongly accumulates in maize kernels during early development [104] and the defective kernel B18 (de18-mutant), affected in the biosynthesis enzyme ZmYUCCA1, displays strongly reduced IAA levels (<10%), which leads to defects in endoreduplication and smaller kernels [105]. The rice tgw6-mutant is a prominent example for auxin-mediated control of endosperm cellularization in monocots [81], despite that the reinvestigation of TGW6 genes in rice and wheat indicates a role in floral organ/pollen ontogenesis rather than the regulation of free auxin levels in grains, where they are not expressed [106]. Auxin signaling antagonizes CK activities and it is documented that the ratio of IAA/CK is critical for tissue proliferation/differentiation and proper seed formation [107,108]. ARF3 was shown to repress IPT and LOG family genes to diminish the CK activity during floral meristem determinacy in Arabidopsis [109]. In rice, the expression of OsCKX4 is induced by exogenous auxin and is a direct target of OsARF25 to promote CK degradation [110]. In Sync, auxin biosynthesis and signaling could play a similar role in antagonizing CK effects to prevent periclinal divisions in the syncytial layer before endosperm cellularization in centripetal direction starts. The enrichment of the ARF36 motif in promoters of the top DEGs in the Sync implies that numerous genes are targeted by ARF TFs, underlining the importance of ARF-mediated auxin signaling for controlling the timing of cellularization. Other Sync-specific TF genes belong to B3 domain proteins, bHLH and C2H2 protein families that are associated with auxin activities and control cell proliferation in reproductive organs of Arabidopsis. A critical role can be anticipated for HvNKD1/2, which maize orthologs are confirmed to regulate cell cycle and cell division by restricting auxin signaling in the AL layer and thus, to be a central regulator of AL specification/differentiation [24,59]. Further, application of the auxin transport inhibitor NPA perturbs the AL patterning in maize kernels, leading to the development of up to four AL cell layers instead of one [72]. Several studies have also established a link between LRR-RLKs and auxin signaling. ERECTA (ER) and their peptide ligands EPIDERMAL PATTERNING FACTORS (EPF/EPFLs) control cell division and expansion in an overlapping manner with auxins [111], and ER genes regulate the expression of PIN1 in the shoot apical meristem (SAM) [112]. In our RNA-seq data, three HvER1/-2/ER-LIKE1 and two HvEPFL1/-2 orthologs were upregulated in Sync, supporting regulatory interactions that control cell divisions in the peripheral Sync layer. GA signaling acts downstream of auxin [113] and often synergistically in common pathways that promote cell elongation/expansion of early endosperm cells but also suppress tissue differentiation and developmental growth [114]. Three HvGLABROUS genes belonging to the type IV HD-Zip TF family were preferentially expressed in Sync. Type IV HD-Zip TFs were shown to dictate epidermal identity in the outermost peripheral layer of the rice syncytium, which is proposed to be a prerequisite for AL fate [35]. Several transcripts involved in GA synthesis, perception and signaling indicated pronounced GA influences in Sync. Besides SCL, GRAS and SPL TFs, five genes encoding barley GRFs (HvGRFs), and interacting factor HvGIF3 were highly upregulated in Sync, representing orthologs of AtGRF1 + 3 and AtGIF1 and rice OsGIF1. GRFs are plant-specific TFs that control cell expansion in various organs and play a role in central developmental processes, including the formation of reproductive organs and seed development [63]. GRFs build a regulatory complex with GIF1, also named ANGUSTIFOLIA3 (AN3), and target KNOX, SCL, MADS, HB and ARF TFs from different dicot and monocot species, including barley KNOX3. Intriguingly, an important role for the initiation and maintenance of nematode-induced syncytium formation in root cells has been unraveled for AtGRF1 and AtGRF3 [115]. In contrast to the syncytial endosperm, pathogen-induced syncytium formation is a redifferentiation process, but confirms that GRFs are required for the reprogramming of cell identities and nuclear proliferation. TCP4 regulates the expression GRF/GIF and acts as a negative regulator of leaf cell proliferation [116]. TCP family TFs are specifically expressed in Sync, comprising HvTCP4, HVTCP8 and HvTCP15, whose orthologs in Arabidopsis were shown to control endoreduplication by affecting genes involved in cell cycle regulation and to modulate auxin and GA responses [117,118,119].
Together, the concerted action of TF genes in the Sync revealed combinatorial molecular circuitries that promotes auxin and GA signaling, simultaneously diminishing CK activity. Regulatory loops directly activate auxin and GA biosynthesis genes, whereas CK biosynthesis is repressed and/or CK degradation is stimulated, probably to maintain hormonal balances until cellularization starts. These antagonistic auxin/GA-CK interactions might restrict cell proliferation and differentiation and retain the syncytial phase. This is an explanation for the developmental delay of Sync that will assume AL identity around 6/7 DAF compared to ETCs. There is a functional relationship between the development of ETCs and the other endosperm tissues, making it plausible that the ETC region has to be at least (partially) differentiated to ensure assimilation and signal transfer into the endosperm before AL and later, SE cell specification occurs. This is substantiated by the growth parameters of barley endosperm tissues determined by 3D imaging, showing that the functionality of ETCs has to be established before the endosperm growth with linear volume increasement was assessed [30]. Perturbed ETC/BETL development in cereal grains leads to the aberrant patterning of adjacent endosperm tissues, as exemplified for the maize miniature (mn)- and sweet 4c-mutants or for barley HvHK1-RNAi grains [17,120,121]. The repression of HvHK1 impairs cell specification in the central ETC region, perturbs regular patterning of central endosperm cells and affects AL development. Only two instead of three layers are formed in transgenic grains, underlining that the growth coordination of tissue types is essential for regular endosperm development.
Similar to auxin, the CK levels in cereal endosperms (rice, maize) increased after fertilization and showed the highest concentrations during initial stages of cellularization; in barley, a peak of iP and trans-zeatin concentrations was monitored at 4 DAF, i.e., at the progression from syncytial to cytokinetic phase, decreasing sharply thereafter [122,123,124,125]. The Sync subdomain consists of alveoli during the transition to cytokinesis. The process of insertion and fusion of periclinal wall fragments was partially initiated to complete cellularization (Figure 1h,i). The upregulation of key CK biosynthesis genes (HvIPT3, HvLOG3) and homeostatic enzymes points to activated CK signaling and balancing in Sync, coinciding with the peak in the CK levels at the onset of cellularization. An important role in induced CK signaling can be concluded for the putative CK receptor HvHK5, the only histidine kinase with a higher transcript abundance in Sync. Increased CK signaling could induce a shift in the hormonal balances towards CK vs. auxin/GA that triggers the start of cellularization in the syncytial region. Changes in the auxin/CK ratio were also reported to induce AL differentiation in maize grains [85]. A master regulator for the switch to cellular differentiation could be HvKNOX11 (HORVU7Hr1G114650), which is the only class II HD KNOTTED TF distinctively expressed in Sync. The barley HVH21 motif bound by HvKNOX3 was the most enriched cis-element in the promoters of Sync-specific genes (Table 1), pointing to KNOX genes as key TFs in transcriptional cascades that target multiple genes during the onset of cytokinesis. HvKNOX3 controls spikelet development in barley and the hooded mutation induces the formation of extra flowers [126]. In several cases, KNOX genes were documented to repress GA biosynthesis and in turn, induce CK biosynthesis genes (IPTs), resulting in high CK/GA ratios that are required for meristem formation and organ differentiation in rice and maize shoots [127]. This prompted us to conclude that HvKNOX11 might be the endosperm-specific isoform that causes a shift in hormonal balances, which promotes cellular differentiation in the peripheral Sync layer by releasing the ‘block’ of cellularization—maintained by auxin, GA and interacting TFs—to complement cytokinesis and initiate AL differentiation. A positive correlation between the duration of the syncytial phase and endosperm/seed size has been shown for rice in several cases [81] and might inhibit premature cellularization of the syncytium, in our case preventing cellularization before the functionality of ETCs in nutrient and signal transfer is established.

4. Materials and Methods

4.1. Plant Material

Hordeum vulgare cv. ‘Barke’ was grown in greenhouses at 18 °C with 16 h light and 60% air humidity. Flowers were tagged as described [47] and grains were harvested at 3–4 DAF.

4.2. Light, Confocal and Transmission Electron Microscopy

Cross-sections (2 mm thick) from the central region of 3/4 DAF were used for microwave-assisted aldehyde fixation, substitution and embedding as described [30]. Semi- and ultra-microtomy, as well as histological and ultrastructural analyses, were performed as previously described. [128]. Cell wall staining was carried out with Calcoflour white (Sigma-Aldrich, Taufkirchen, Germany) 1 mg/mL in 50 mM phosphatebuffer, pH 7.2. Nuclei were stained with 1 mg/mL DAPI solution. Fluorescence was recorded in a LSM780 confocal laser scanning microscope (Carl Zeiss, Jena, Germany) using a 405 nm laser for excitation in combination with a 410–500 nm bandpass for detection.

4.3. Laser Capture Microdissection, Sample Preparation and RNA-Seq

Sample processing for RNA-seq was performed as described in detail by Brandt and colleagues [129]. Briefly, grains from Barke plants were harvested at 3/4 DAF, immediately frozen in liquid nitrogen, glued onto sample plates by O.C.T™ medium and serial cryosections (20 µm) were mounted on RNAse-free PEN membrane slides (MMI, Eching, Germany). PEN membrane slides were dried at −20 °C and the MMI Laser Cell Cut system was used to isolate the ETC region and the peripheral syncytium (Sync). Usually between 40–50 LCM-captured sections from five different grains were pooled for each biological replicate. RNA was isolated by using the Absolutely RNA Nanoprep Kit (Agilent, Waldbronn, Germany) and the mRNA was amplified by one round of in vitro transcription using the MessageAmpTM aRNA kit (Invitrogen, Carlsbad, CA, USA). Antisense RNA was used for library preparation with Illumina TrueSeq RNA kit V2 (Illumina, San Diego, CA, USA). Libraries were sequenced on HiSeq 2500 (Illumina) to generate 100-base pair (bp) paired-end reads. On average, more than 43 million reads with a mean Phred-quality score (PF) of 37.5 were generated per sample.

4.4. Read Mapping and Transcriptome Analysis

RNA-seq reads were processed using CASSAVA v1.8 and trimmed as recommended in the manufacturer’s instructions. Cleaned reads were mapped against the barley genome [130] using HISAT2 and the raw read counts were normalized to transcript per million (TPM) expression levels (Table S1). DESeq2 [131] was used for the identification of differentially expressed genes (DEGs) according to a log2-fold change > 1 and false discovery rate (FDR) < 0.05 (Supplementary Table S2). Barley sequence information is publicly available in the Barlex genome explorer (https://apex.ipk-gatersleben.de/apex/f?p=284:10, accessed on 2 July 2022). The analysis focused on high confidence (HC) genes, and low confidence (LC) genes were excluded to avoid confounding effects from pseudogenes and low-quality gene models. Analysis of the GO term enrichment in DEGs was performed by agriGO (http://bioinfo.cau.edu.cn/agriGO/analysis.php, accessed on 2 July 2022) using the SEA tool applying a hypergeometric test with FDR correction (adjusted p value < 0.05). Heatmaps for gene expression data were generated using the online software TBtools [132].
The RNA-seq data of this study were deposited in the Sequence Read Archive (SRA) database under the accession number PRJNA926383 (Bioproject ID).

4.5. Analysis of Cis-Motif Enrichment

To identify enriched cis-elements in genes highly expressed in either ETC or Sync (top500 DEGs), we employed the motif finding algorithm HOMER [67]. The HOMER algorithm was run with the following parameters: motif lengths 8, 9, 10, 11, 12, 13, 14, 15, number of motifs 200, mismatches 2, and max normalization iterations 160. Identified motifs were checked against motif databases and either scored as known or unknown motifs.

4.6. In Situ Hybridization

Barley grains were fixed in 4% (v/v) paraformaldehyde in phosphate-buffered saline, pH 7.3, overnight at 4 °C. After dehydration by an ethanol series, samples were passed through a graded ethanol–methacrylate series and polymerized for at least 48 h in UV light (20 °C). Cross-sections (7 mm) were prepared and mounted on silane-coated slides (Sigma-Aldrich). Gene-specific fragments were amplified by PCR using gene-specific primers containing T3- and T7-promoter sequences (Table S6). Fragments were labelled with Digoxigenin (DIG) by in vitro transcription using T3- and T7-polymerase according to the manufacturer’s instructions (Roche Diagnostics, Mannheim, Germany). After the purification of riboprobes, the efficiency of DIG labelling was verified by dot blotting and the probes (100 ng RNA) were denatured and treated with RNAse inhibitor for hybridization
Hybridization and immunological detection were performed after Drea and colleagues [133]. The hybridization signals were detected by an alkaline phosphatase-conjugated DIG antibody and visualized with 4-nitroblue tetrazolium chloride (NBT) and 5-bromo-4-chloro-3-indolyl phosphate (BCIP, Roche, Penzberg, Germany).

4.7. Bimolecular Fluorescence Complementation

Sequences of barley TCS elements (REC domain of HvHK1, HvHP2, mutated HvHP2, HvRR1, HvETR2, HvHP1, HvRR15) were codon optimized for expression in Nicotiana benthamiana and cloned into SPYNE-35S and SPYCE-35S vectors [134]. The mutated ∆HvHP2 element was generated by replacing the histidyl phosphoacceptor site (H76) with leucine (L76). Vectors were introduced in the Agrobacterium tumefaciens strain C58C1:pGV2260 by electroporation for the infiltration of tobacco leaves of 5–6-week-old plants. The agroinfiltration of constructs was supplemented with the silencing suppressor HC-Pro and acetosyringone (1:1000) and the expression of the fusion proteins was examined with Carl Zeiss CLSM 780 after 2 days of incubation. YFP was excited with a 514 nm argon laser and the specificity of the signals was confirmed by a lambda signature and the expression of TCS elements in tobacco leaves was verified by Western blots (Figure S2) as described by Gahrtz & Conrad [135].

5. Conclusions

Together, this tailored approach to capture the transcriptomes of syncytial subdomains of the endosperm —just at the onset of cellularization—provides new insights into spatial molecular mechanisms directing ETC and AL fate acquisition. The data reveal regulatory pathways that control the duration of the syncytial stage and initial cell differentiation, which are important phases in endosperm development as the cell number, endosperm size and finally, grain yield is largely determined during this period. The ETC identity is associated with distinct regulatory nodes, such as TCS-mediated phosphorylation pathways, peptide and hormone signaling (ethylene, ABA and non-canonical auxin). In the peripheral syncytial layer, the fine-balancing between repressory modules that prevent cellularization—with auxin and GA and interacting TFs as main triggers—and differentiation-promoting modules—with CK signaling and potential key TFs—governs AL cell specification. Key candidate genes controlling cell cycle regulation, timing of cytokinesis and cellular differentiation were identified, but the dataset can similarly be queried for any other pathway and/or candidate genes of interest. The analogy of developmental programs and key determinants of endosperm tissue differentiation in other cereal crops, such as rice, maize and wheat, supports the conservation of molecular mechanisms controlling seed development in monocots. Subsequently, our dataset provides an essential framework for the initial endosperm differentiation in barley, but may be indispensable for comparative studies with other grain crop cereals.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/plants12081594/s1, Table S1. TPM values of barley HC and LC genes in all samples with barley annotation and annotation of closest Arabidopsis orthologs. Table S2. DEGs between ETCs and Sync at 3/4 DAF (HC + LC; HC genes). Table S3. GO term-enrichment in DEGs between ETCs and Sync at 3/4 DAF (FDR < 0.05). Table S4. DEGs in functional categories. Table S5. Cis-motifs in promoter regions of DEGs (Top 500 genes). Table S6. Gene-specific primer sets for DIG-labelling of T3 and T7 probes used for in situ hybridization. Figure S1. Heat map display of differentially expressed TCS genes between ETCs and Sync. Figure S2. Expression confirmation of TCS elements in tobacco leaves for BiFC assays by Western Blot and lambda signatures confirming specificity of YFP signals.

Author Contributions

Conceptualization, J.T.; investigation, methodology, C.H., M.M., T.R. and J.T.; formal analysis, J.H.M.S. and J.T.; writing—original draft preparation, J.T.; funding acquisition, J.T. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by Deutsche Forschungsgemeinschaft (DFG) grant TH 1876/4-1 (to J.T.).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Raw data of this study have been deposited in Sequence Read Archive (SRA) database under the accession number PRJNA926383 (Bioproject ID).

Acknowledgments

We are grateful to Uta Stemmler for microdissection and histological work, Ronny Brandt for library preparation and Illumina-Sequencing, Anne Fiebig for help in using the Galaxy pipeline. We thank Marion Benecke and Kirsten Hoffie (IPK Gatersleben) for technical assistance with histology and electron microscopy.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. FAOSTAT Statistical. Food and Agriculture Organization of the United Nations [FAO]. 2020. Available online: http://www.fao.org/faostat/en/ (accessed on 10 February 2021).
  2. Olsen, O.-A. Endosperm development: Cellularization and cell fate specification. Annu. Rev. Plant Physiol. Plant Mol. Biol. 2001, 52, 233–267. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Brown, R.C.; Lemmon, B.E.; Olsen, O.-A. Endosperm development in barley: Microtubule involvement in the morphogenetic pathway. Plant Cell 1994, 6, 1241–1252. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Olsen, O.-A. The modular control of cereal endosperm development. Trends Plant Sci. 2019, 25, 279–290. [Google Scholar] [CrossRef] [PubMed]
  5. Olsen, O.-A. Nuclear endosperm development in cereals and Arabidopsis thaliana. Plant Cell 2004, 16, 214–227. [Google Scholar] [CrossRef] [Green Version]
  6. Brown, R.C.; Lemmon, B.E.; Olsen, O.A. Polarization predicts the pattern of cellularization in cereal endosperm. Protoplasma 1996, 192, 168–177. [Google Scholar] [CrossRef]
  7. Boisnard-Lorig, C.; Colon-Carmona, A.; Bauch, M.; Hodge, S.; Doerner, P.; Bancharel, E.; Dumas, C.; Haseloff, J.; Berger, F. Dynamic analyses of the expression of the HISTONE:YFP fusion protein in Arabidopsis show that syncytial endospermis divided in mitotic domains. Plant Cell 2001, 13, 495–509. [Google Scholar] [CrossRef] [Green Version]
  8. Zhao, F.J.; Moore, K.L.; Lombi, E.; Zhu, Y.G. Imaging element distribution and speciation in plant cells. Trends Plant Sci. 2014, 19, 182–193. [Google Scholar] [CrossRef]
  9. Gomez, E.; Royo, J.; Guo, Y.; Thompson, R.; Hueros, G. Establishment of cereal endosperm expression domains: Identification and properties of a maize transfer cell-specific transcription factor, ZmMRP-1. Plant Cell 2002, 14, 599–610. [Google Scholar] [CrossRef]
  10. Muñiz, L.M.; Royo, J.; Gómez, E.; Barrero, C.; Bergareche, D.; Hueros, G. The maize transfer cell-specific type-A response regulator ZmTCRR-1 appears to be involved in intercellular signaling. Plant J. 2006, 48, 17–27. [Google Scholar] [CrossRef]
  11. Muñiz, L.M.; Royo, J.; Gómez, E.; Baudot, G.; Paul, W.; Hueros, G. Atypical response regulators expressed in the maize endosperm transfer cells link canonical two component system and seed biology. BMC Plant Biol. 2010, 10, 84. [Google Scholar] [CrossRef] [Green Version]
  12. Hueros, G.; Royo, J.; Maitz, M.; Salamini, F.; Thompson, R.D. Evidence for factors regulating transfer cell-specific expression in maize endosperm. Plant Mol. Biol. 1999, 41, 403–414. [Google Scholar] [CrossRef] [PubMed]
  13. Cai, G.; Faleri, C.; Del Casino, C.; Thompson, R.D.; Cresti, M. Subcellular localisation of BETL-1, -2 and -4 in Zea mays L. endosperm. Sex. Plant Reprod. 2002, 15, 85–98. [Google Scholar] [CrossRef]
  14. Gutierrez-Marcos, J.F.; Costa, L.M.; Biderre-Petit, C.; O’Sullivan, D.M.; Wormald, M.; Perez, P.; Dickinson, H.G. Maternally expressed gene1 is a novel maize endosperm transfer cell-specific gene with a maternal parent-of-origin pattern of expression. Plant Cell 2004, 16, 1288–1301. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Doan, D.N.P.; Linnestadt, C.; Olsen, O.-A. Isolation of molecular markers from the barley endosperm coenocyte and the surrounding nucellus cell layers. Plant Mol. Biol. 1996, 31, 877–886. [Google Scholar] [CrossRef]
  16. Thiel, J.; Hollmann, J.; Rutten, T.; Weber, H.; Scholz, U.; Weschke, W. 454 Transcriptome sequencing suggests a role for two-component signalling in cellularization and differentiation of barley endosperm transfer cells. PLoS ONE 2012, 7, e41867. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  17. Hertig, C.; Melzer, M.; Rutten, T.; Erbe, S.; Hensel, G.; Kumlehn, J.; Weschke, W.; Weber, H.; Thiel, J. Barley HISTIDINE KINASE 1 (HvHK1) coordinates transfer cell specification in the young endosperm. Plant J. 2020, 103, 1869–1884. [Google Scholar] [CrossRef]
  18. Becraft, P.W.; Stinard, P.S.; Mccarty, D.R. CRINKLY4: A TNFR-like receptor kinase involved in maize epidermal differentiation. Science 1996, 273, 1406–1409. [Google Scholar] [CrossRef]
  19. Becraft, P.W.; Asuncion-Crabb, Y.T. Positional cues specify and maintain aleurone cell fate in maize endosperm development. Development 2000, 127, 4039–4048. [Google Scholar] [CrossRef]
  20. Becraft, P.W.; Li, K.; Dey, N.; Asuncion-Crabb, Y.T. The maize dek1 gene functions in embryonic pattern formation and in cell fate specification. Development 2002, 129, 5217–5225. [Google Scholar] [CrossRef]
  21. Lid, S.E.; Gruis, D.; Jung, R.; Lorentzen, J.A.; Ananiev, E.; Chamberlin, M.; Niu, X.; Meeley, R.; Nichols, S.; Olsen, O.-A. The defective kernel 1 (dek1) gene required for aleurone cell development in the endosperm of maize grains encodes a membrane protein of the calpain gene superfamily. Proc. Natl. Acad. Sci. USA 2002, 99, 5460–5465. [Google Scholar] [CrossRef] [Green Version]
  22. Shen, B.; Li, C.; Min, Z.; Meeley, R.B.; Tarczynski, M.C.; Olsen, O.-A. Sal1 determines the number of aleurone cell layers in maize endosperm and encodes a class E-vacuolar sorting protein. Proc. Natl. Acad. Sci. USA 2003, 100, 6552–6557. [Google Scholar] [CrossRef] [Green Version]
  23. Yi, G.; Lauter, A.M.; Scott, M.P.; Becraft, P.W. The thick aleurone1 mutant defines a negative regulation of maize aleurone cellfate that functions downstream of defective kernel. Plant Physiol. 2011, 156, 1826–1836. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Yi, G.; Neelakandan, A.K.; Gontarek, B.C.; Vollbrecht, E.; Becraft, P.W. The naked endosperm genes encode duplicate INDETERMINATE domain transcription factors required for maize endosperm cell patterning and differentiation. Plant Physiol. 2015, 167, 443–456. [Google Scholar] [CrossRef] [Green Version]
  25. Liu, J.; Wu, X.; Yao, X.; Yu, R.; Larkin, P.J.; Liu, C.-M. Mutations in the DNA demethylase OsROS1 result in a thickened aleurone and improved nutritional value in rice grains. Proc. Natl. Acad. Sci. USA 2018, 115, 11327–11332. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Klemsdal, S.S.; Hughes, W.; Lönneborg, A.; Aalen, R.B.; Olsen, O.-A. Primary structure of a novel barley gene differentially expressed in immature aleurone layers. Mol. Gen. Genet. 1991, 228, 9–16. [Google Scholar] [CrossRef] [PubMed]
  27. Gillies, S.A.; Futardo, A.; Henry, R.J. Gene expression in the developing aleurone and starchy endosperm of wheat. Plant Biotechnol. J. 2012, 10, 668–679. [Google Scholar] [CrossRef] [PubMed]
  28. Li, G.; Wang, D.; Yang, R.; Logan, K.; Chen, H.; Zhang, S.; Skaggs, M.I.; Lloyd, A.; Burnett, W.J.; Laurie, J.D.; et al. Temporal patterns of gene expression in developing maize endosperm identified through transcriptome sequencing. Proc. Natl. Acad. Sci. USA 2014, 111, 7582–7587. [Google Scholar] [CrossRef] [Green Version]
  29. Zhang, R.; Tucker, M.R.; Burton, R.A.; Shirley, N.J.; Little, A.; Morris, J.; Milne, L.; Houston, K.; Hedley, P.E.; Waugh, R.; et al. The dynamics of transcript abundance during cellularization of developing barley endosperm. Plant Phys. 2016, 170, 1549–1565. [Google Scholar] [CrossRef] [Green Version]
  30. Thiel, J.; Riewe, D.; Rutten, T.; Melzer, M.; Friedel, S.; Bollenbeck, F.; Weschke, W.; Weber, H. Differentiation of endosperm transfer cells of barley: A comprehensive analysis at the micro-scale. Plant J. 2012, 71, 639–655. [Google Scholar] [CrossRef]
  31. Zhan, J.; Thakare, D.; Ma, C.; Lloyd, A.; Nixon, N.M.; Arakaki, A.M.; Burnett, W.J.; Logan, K.O.; Wang, D.; Wang, X.; et al. RNA sequencing of laser-capture microdissected compartments of the maize kernel identifies regulatory modules associated with endosperm cell differentiation. Plant Cell 2015, 27, 513–531. [Google Scholar] [CrossRef]
  32. Pfeiffer, M.; Kugler, K.G.; Sandve, S.R.; Zhan, B.; Rudi, H.; Hvidsten, R.R.; IWGSC; Mayer, K.F.X.; Olsen, O.-A. Genome interplay in the grain transcriptome of hexaploid bread wheat. Science 2014, 345, 1250091. [Google Scholar] [CrossRef] [Green Version]
  33. Wu, T.-Y.; Müller, M.; Gruissem, W.; Bhullar, N.K. Genome Wide Analysis of the Transcriptional Profiles in Different Regions of the Developing Rice Grains. Rice 2020, 13, 62. [Google Scholar] [CrossRef] [PubMed]
  34. Gruis, D.; Guo, H.N.; Selinger, D.; Tian, Q.; Olsen, O.-A. Surfaceposition, not signaling from surrounding maternal tissues, specifies aleuroneepidermal cell fate in maize. Plant Physiol. 2006, 141, 898–909. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  35. Takafuji, Y.; Shimizu-Sato, S.; Ta, K.N.; Suzuki, T.; Nosaka-Takahashi, M.; Oiwa, T.; Kimura, W.; Katoh, H.; Fukai, M.; Takeda, S.; et al. High-resolution spatiotemporal transcriptome analyses during cellularization of rice endosperm unveil the earliest gene regulation critical for aleurone and starchy endosperm cell fate specification. J. Plant Res. 2021, 134, 1061–1081. [Google Scholar] [CrossRef] [PubMed]
  36. Thiel, J. Development of endosperm transfer cells in barley. Front. Plant Sci. 2014, 5, 108. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Offler, C.E.; Patrick, J.W. Transfer cells: What regulates the development of their intricate wall labyrinths? New Phytol. 2020, 228, 427–444. [Google Scholar] [CrossRef] [PubMed]
  38. Malumbres, M. Cyclin-dependent kinases. Genome Biol. 2014, 15, 122. [Google Scholar] [CrossRef] [Green Version]
  39. Nielsen, E.; Cheung, A.Y.; Ueda, T. The regulatory RAB and ARF GTPases for vesicular trafficking. Plant Physiol. 2008, 147, 1516–1526. [Google Scholar] [CrossRef] [Green Version]
  40. Chateigner-Boutin, A.-L.; Bouchet, B.; Alvarado, C.; Bakan, B.; Guillon, F. The Wheat Grain Contains Pectic Domains Exhibiting Specific Spatial and Development-Associated Distribution. PLoS ONE 2014, 9, e89620. [Google Scholar] [CrossRef]
  41. Harholt, J.; Suttangkakul, A.; Scheller, H.V. Biosynthesis of pectin. Plant Physiol. 2010, 153, 384–395. [Google Scholar] [CrossRef] [Green Version]
  42. Livanos, P.; Müller, S. Division plane establishment and cytokinesis. Annu. Rev. Plant Biol. 2019, 70, 239–267. [Google Scholar] [CrossRef]
  43. Levy, S.; York, W.S.; Stuike-Prill, R.; Meyer, B.; Staehelin, L.A. Simulations of the static and dynamic molecular conformations of xyloglucan. The role of the fucosylated sidechain in surface-specific sidechain folding. Plant J. 1991, 1, 195–215. [Google Scholar] [CrossRef] [PubMed]
  44. Verger, S.; Chabout, S.; Gineau, E.; Mouille, G. Cell adhesion in plants is under the control of putative O-fucosyltransferases. Development 2016, 143, 2536–2540. [Google Scholar]
  45. Burk, D.H.; Ye, Z.H. Alteration of oriented deposition of cellulose microfibrils by mutation of a katanin-like microtubule-severing protein. Plant Cell 2002, 14, 2145–2160. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  46. Weschke, W.; Panitz, R.; Gubatz, S.; Wang, Q.; Radchuk, R.; Weber, H.; Wobus, U. The role of invertases and hexose transporters in controlling sugar ratios in maternal and filial tissues of barley caryopses during early development. Plant J. 2003, 33, 395–411. [Google Scholar] [CrossRef]
  47. Weschke, W.; Panitz, R.; Sauer, N.; Wang, Q.; Neubohn, B.; Weber, H.; Wobus, U. Sucrose transport into barley seeds: A molecular characterization of two transporters and implications for seed development and starch accumulation. Plant J. 2000, 21, 455–467. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  48. Deeken, R.; Geiger, D.; Fromm, J.; Koroleva, O.; Ache, P.; Langenfeld-Heyser, R.; Sauer, N.; May, S.T.; Hedrich, R. Loss of the AKT2/3 potassium channel affects sugar loading into the phloem of Arabidopsis. Planta 2002, 216, 334–344. [Google Scholar] [CrossRef]
  49. Bandyopadhyay, A.; Blakeslee, J.J.; Lee, O.R.; Mravec, J.; Sauer, M.; Titapiwatanakun, B.; Makam, S.N.; Bouchard, R.; Geisler, M.; Martinoia, E.; et al. Interactions of PIN and PGP auxin transport mechanisms. Biochem. Soc. Trans. 2007, 35, 137–141. [Google Scholar] [CrossRef]
  50. Sharan, A.; Soni, P.; Nongpiur, R.C.; Singla-Pareek, S.L.; Pareek, A. Mapping the Two-component system network in rice. Sci. Rep. 2017, 7, 9287. [Google Scholar] [CrossRef] [Green Version]
  51. Huang, J.; Wijeratne, A.J.; Tang, C.; Zhang, T.; Fenelon, R.-E.; Owen, H.-A.; Zhao, D. Ectopic expression of TAPETUM DETERMINANT1 affects ovule development in Arabidopsis. J. Exp. Bot. 2016, 67, 1311–1326. [Google Scholar] [CrossRef] [Green Version]
  52. Mir, R.; Morris, V.H.; Buschmann, H.; Rasmussen, C.G. Division plane orientation defects revealed by a synthetic double mutant phenotype. Plant Physiol. 2018, 176, 418–431. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  53. Figueiredo, D.D.; Köhler, C. Auxin: A molecular trigger of seed development. Genes Dev. 2018, 32, 479–490. [Google Scholar] [CrossRef] [Green Version]
  54. Jameson, P.E.; Song, J. Cytokinin: A key driver of seed yield. J. Exp. Bot. 2016, 67, 593–606. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  55. Kania, T.; Russenberger, D.; Peng, S.; Apel, K.; Melzer, S. FPF1 promotes flowering in Arabidopsis. Plant Cell 1997, 9, 1327–1338. [Google Scholar] [PubMed]
  56. Finkelstein, R.R.; Gibson, S.I. ABA and sugar interactions regulating development: Cross-talk or voices in a crowd? Curr. Opin. Plant Biol. 2002, 5, 26–32. [Google Scholar] [CrossRef] [PubMed]
  57. Basunia, M.A.; Nonhebel, H.M.; Backhouse, D.; McMillan, M. Localised expression of OsIAA29 suggests a key role for auxin in regulating development of the dorsal aleurone of early rice grains. Planta 2021, 254, 40. [Google Scholar] [CrossRef] [PubMed]
  58. Jin, S.-K.; Zhang, M.-Q.; Leng, Y.-J.; Xu, L.-N.; Jia, S.-W.; Wang, S.-L.; Song, T.; Wang, R.-A.; Yang, Q.-Q.; Tao, T.; et al. OsNAC129 Regulates Seed Development and Plant Growth and Participates in the Brassinosteroid Signaling Pathway. Front. Plant Sci. 2022, 13, 905148. [Google Scholar] [CrossRef]
  59. Wu, H.; Becraft, P.W. Comparative transcriptomics and network analysis define gene coexpression modules that control maize aleurone development and auxin signaling. Plant Genome 2021, 14, e20126. [Google Scholar] [CrossRef]
  60. Radoeva, T.; Lokerse, A.S.; Peris, C.I.; Wendrich, J.R.; Xiang, D.; Liao, C.-L.; Vlaar, L.; Boekschoten, M.; Hooiveld, G.; Datla, R.; et al. A robust auxin response network controls embryo and suspensor development through a basic helix loop helix transcriptional module. Plant Cell 2019, 31, 52–67. [Google Scholar] [CrossRef] [Green Version]
  61. Chen, G.; Li, J.; Liu, Y.; Zhang, Q.; Gao, Y.; Fang, K.; Cao, Q.; Qin, L.; Xing, Y. Roles of the GA-mediated SPL Gene Family and miR156 in the Floral Development of Chinese Chestnut (Castanea mollissima). Int. J. Mol. Sci. 2019, 20, 1577. [Google Scholar] [CrossRef] [Green Version]
  62. Van der Knaap, E.; Kim, J.H.; Kende, H. A novel gibberellin induced gene from rice and its potential regulatory role in stem growth. Plant Physiol. 2000, 122, 695–704. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Omidbakhshfard, M.A.; Proost, S.; Fujikura, U.; Mueller-Roeber, B. Growth-Regulating Factors (GRFs): A Small Transcription Factor Family with Important Functions in Plant Biology. Mol. Plant 2015, 8, 998–1010. [Google Scholar] [CrossRef] [Green Version]
  64. Portereiko, M.; Lloyd, A.; Steffen, J.G.; Punwani, J.A.; Otsuga, D.; Drews, G.N. AGL80 is required for central cell and endosperm development in Arabidopsis. Plant Cell 2006, 18, 1862–1872. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  65. Qing, L.; Aoyama, T. Pathways for Epidermal Cell Differentiation via the Homeobox Gene GLABRA2: Update on the Roles of the Classic Regulator. J. Integr. Plant Biol. 2012, 54, 729–737. [Google Scholar] [CrossRef] [PubMed]
  66. Mayer, K.F.; Schoof, H.; Haecker, A.; Lenhard, M.; Jürgens, G.; Laux, T. Role of WUSCHEL in regulating stem cell fate in the Arabidopsis shoot meristem. Cell 1998, 95, 805–815. [Google Scholar] [CrossRef] [Green Version]
  67. Heinz, S.; Brenner, C.; Spann, N.; Bertolino, E.; Lin, Y.C.; Laslo, P.; Cheng, J.X.; Murre, C.; Singh, H.; Glass, C.K. Simple Combinations of Lineage-Determining Transcription Factors Prime cis-Regulatory Elements Required for Macrophage and B Cell Identities. Mol. Cell 2010, 38, 576–589. [Google Scholar] [CrossRef] [Green Version]
  68. Gong, J.; Tang, Y.; Liu, Y.; Sun, R.; Li, Y.; Ma, J.; Zhang, S.; Zhang, F.; Chen, Z.; Liao, X.; et al. The Central Circadian Clock Protein TaCCA1 Regulates Seedling Growth and Spike Development in Wheat (Triticum aestivum L.). Front. Plant Sci. 2022, 13, 946213. [Google Scholar] [CrossRef]
  69. Xie, M.; Chen, H.; Huang, L.; O’Neil, R.C.; Shokhirev, M.N.; Ecker, J.R. A B-ARR-mediated cytokinin transcriptional network directs hormone cross-regulation and shoot development. Nat. Commun. 2018, 9, 1604. [Google Scholar] [CrossRef] [Green Version]
  70. Krusell, L.; Rasmussen, I.; Gausing, K. DNA binding sites recognised in vitro by a knotted class 1 homeodomain protein encoded by the hooded gene, k, in barley (Hordeum vulgare). FEBS Lett. 1997, 408, 25–29. [Google Scholar] [CrossRef] [Green Version]
  71. Kovalchuk, N.; Smith, J.; Pallotta, M.; Singh, R.; Ismagul, A.; Eliby, S.; Bazanova, N.; Milligan, A.S.; Hrmova, M.; Langridge, P.; et al. Characterization of the wheat endosperm transfer cell-specific protein TaPR60. Plant Mol. Biol. 2009, 71, 81–98. [Google Scholar] [CrossRef]
  72. Forestan, C.; Meda, S.; Varotto, S. ZmPIN1-mediated auxin transport is related to cellular differentiation during maize embryogenesis and endosperm development. Plant Phys. 2010, 152, 1373–1390. [Google Scholar] [CrossRef] [Green Version]
  73. Nelson, B.K.; Cai, X.; Nebenführ, A. A Multicolored Set of in Vivo Organelle Markers for Co-Localization Studies in Arabidopsis and Other Plants. Plant J. 2007, 51, 1126–1136. [Google Scholar] [CrossRef] [PubMed]
  74. Grefen, C.; Städele, K.; Růzicka, K.; Obrdlik, P.; Harter, K.; Horák, J. Subcellular localization and in vivo interactions of the Arabidopsis thaliana ethylene receptor family members. Mol. Plant 2008, 1, 308–320. [Google Scholar] [CrossRef]
  75. Robert, P.; Jamme, F.; Barron, C.; Bouchet, B.; Saulnier, L.; Dumas, P.; Guillon, F. Change in wall composition of transfer and aleurone cells during wheat grain development. Planta 2011, 233, 393–406. [Google Scholar] [CrossRef]
  76. Wai, L.L.; Collins, H.M.; Byrt, C.S.; Lahnstein, J.; Shirley, N.J.; Aubert, M.K.; Tucker, M.R.; Peukert, M.; Matros, A.; Burton, R.A. Overexpression of HvCslF6 in barley grain alters carbohydrate partitioning plus transfer tissue and endosperm development. J. Exp. Bot. 2019, 71, 138–153. [Google Scholar]
  77. Wilson, S.M.; Burton, R.A.; Doblin, M.S.; Stone, B.A.; Newbigin, E.J.; Fincher, G.B.; Bacic, A. Temporal and spatial appearance of wall polysaccharides during cellularization of barley (Hordeum vulgare) endosperm. Planta 2006, 224, 655–667. [Google Scholar] [CrossRef] [PubMed]
  78. Dante, R.A.; Larkins, B.A.; Sabelli, P.A. Cell cycle control and seed development. Front. Plant Sci. 2014, 5, 493. [Google Scholar] [CrossRef] [Green Version]
  79. Dante, R.A.; Sabelli, P.A.; Nguyen, H.N.; Leiva-Neto, J.T.; Tao, Y.; Lowe, K.S.; Hoerster, G.J.; Gordon-Kamm, W.J.; Jung, R.; Larkins, B.A. Cyclin-dependent kinase complexes in developing maize endosperm: Evidence for differential expression and functional specification. Planta 2014, 239, 493–509. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  80. Zhao, L.; Li, Y.; Xie, Q.; Wu, Y. Loss of CDKC;2 increases both cell division and drought tolerance in Arabidopsis thaliana. Plant J. 2017, 91, 816–828. [Google Scholar] [CrossRef] [Green Version]
  81. Ishimaru, K.; Hirotsu, N.; Madoka, Y.; Murakami, N.; Hara, N.; Onodera, H.; Kashiwagi, T.; Ujiie, K.; Shimizu, B.-I.; Onishi, A.; et al. Loss of function of the IAA-glucose hydrolase gene TGW6 enhances rice grain weight and increases yield. Nat. Genet. 2013, 45, 707–711. [Google Scholar] [CrossRef]
  82. Brown, R.C.; Lemmon, B.E. The developmental biology of cereal endosperm. In Endosperm. Plant Cell Monographs; Olsen, O.A., Ed.; Springer: Berlin/Heidelberg, Germany, 2007; Volume 8, pp. 1–20. [Google Scholar]
  83. Walbot, V. Overview of key steps in aleurone development. In The Maize Handbook; Freeling, M., Walbot, V., Eds.; Springer: Berlin/Heidelberg, Germany; New York, NY, USA, 1994; pp. 78–80. [Google Scholar]
  84. Lin, D.; Nagawa, S.; Chen, J.; Cao, L.; Chen, X.; Xu, T.; Li, H.; Dhonukshe, P.; Yamamuro, C.; Friml, J.; et al. A ROP GTPase-dependent auxin signaling pathway regulates the subcellular distribution of PIN2 in Arabidopsis roots. Curr. Biol. 2012, 22, 1319–1325. [Google Scholar] [CrossRef] [Green Version]
  85. Doll, N.M.; Depège-Fargeix, N.; Rogowsky, P.M.; Widiez, T. Signaling in early maize kernel development. Mol. Plant 2017, 10, 375–388. [Google Scholar] [CrossRef] [Green Version]
  86. Shen, S.; Ma, S.; Chen, X.M.; Yi, F.; Li, B.B.; Liang, X.G.; Liao, S.J.; Gao, L.H.; Zhou, S.L.; Ruan, Y.L. A transcriptional landscape underlying sugar import for grain set in maize. Plant J. 2022, 110, 228–242. [Google Scholar] [CrossRef] [PubMed]
  87. Dündar, E.; Bush, D.R. BAT1, a bidirectional amino acid transporter in Arabidopsis. Planta 2009, 229, 1047–1056. [Google Scholar] [CrossRef] [PubMed]
  88. Forestan, C.; Farinati, S.; Varotto, S. The maize PIN gene family of auxin transporters. Front. Plant Sci. 2012, 3, 16. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  89. Dibley, S.J.; Zhou, Y.; Adriunas, F.A.; Talbot, M.J.; Offler, C.E.; Patrick, J.W.; McCurdy, D.W. Early gene expression programs accompanying trans-differentiation of epidermal cells of Vicia faba cotyledons into transfer cells. New Phytol. 2009, 182, 863–877. [Google Scholar] [CrossRef] [Green Version]
  90. Schikora, A.; Schmidt, W. Formation of transfer cells and H(+)-ATPase expression in tomato roots under P and Fe deficiency. Planta 2002, 215, 304–311. [Google Scholar] [CrossRef]
  91. Yang, J.; Zhang, J.; Wang, Z.; Liu, K.; Wand, P. Post-anthesis development of inferior and superior spikelets in rice in relation to abscisic acid and ethylene. J. Exp. Bot 2006, 57, 149–160. [Google Scholar] [CrossRef] [Green Version]
  92. Brenner, M.L.; Cheikh, N. The role of hormones in photosynthate partitioning and seed filling. In Plant Hormones; Davies, P.J., Ed.; Springer: Dordrecht, The Netherlands, 1995; pp. 649–670. [Google Scholar]
  93. Sreenivasulu, N.; Radchuk, V.; Alawady, A.; Borisjuk, L.; Weier, D.; Staroske, N.; Fuchs, J.; Miersch, O.; Strickert, M.; Usadel, B.; et al. De-regulation of abscisic acid contents causes abnormal endosperm development in the barley mutant seg8. Plant J. 2010, 64, 589–603. [Google Scholar] [CrossRef]
  94. Zhao, X.; De Palma, J.; Oane, R.; Gamuyao, R.; Luo, M.; Chaudhury, A.; Hervé, P.; Xue, Q.; Bennett, J. OsTDL1A binds to the LRR domain of rice receptor kinase MSP1, and is required to limit sporocyte numbers. Plant J. 2008, 54, 375–387. [Google Scholar] [CrossRef] [Green Version]
  95. Hong, L.; Tang, D.; Shen, Y.; Hu, Q.; Wang, K.; Li, M.; Lu, T.; Cheng, Z. MIL2 (MICROSPORELESS2) regulates early cell differentiation in the rice anther. New Phytol. 2012, 196, 402–413. [Google Scholar] [CrossRef]
  96. Li, Z.; Wang, Y.; Huang, J.; Ahsan, N.; Biener, G.; Paprocki, J.; Thelen, J.J.; Raicu, V.; Zhao, D. Two SERK receptor-like kinases interact with EMS1 to control anther cell fate determination. Plant Phys. 2017, 173, 326–337. [Google Scholar] [CrossRef] [Green Version]
  97. Thiel, J.; Weier, D.; Sreenivasulu, N.; Strickert, M.; Weichert, N.; Melzer, M.; Czauderna, T.; Wobus, U.; Weber, H.; Weschke, W. Different hormonal regulation of cellular differentiation and function in nucellar projection and endosperm transfer cells: A microdissection-based transcriptome study of young barley grains. Plant Phys. 2008, 148, 1436–1452. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  98. Valdivia, E.R.; Herrera, M.T.; Gianzo, C.; Fidalgo, J.; Revilla, G.; Zarra, I.; Sampedro, J. Regulation of secondary wall synthesis and cell death by NAC transcription factors in the monocot Brachypodium distachyon. J. Exp. Bot. 2013, 64, 1333–1343. [Google Scholar] [CrossRef]
  99. Zhong, R.; Ye, Z.-H. Secondary cell walls: Biosynthesis, patterned deposition and transcriptional regulation. Plant Cell Phys. 2015, 56, 195–214. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  100. Chinappa, K.S.A.; Nguyen, T.T.S.; Hou, J.; Wu, Y.; McCurdy, D.W. Phloem parenchyma transfer cells in Arabidopsis—An experimental system to identify transcriptional regulators of wall ingrowth formation. Front. Plant Sci. 2013, 4, 102. [Google Scholar]
  101. Figueiredo, D.D.; Batista, R.A.; Roszak, P.J.; Köhler, C. Auxin production couples endosperm development to fertilization. Nat. Plants 2015, 1, 15184. [Google Scholar] [CrossRef] [PubMed]
  102. Liao, C.-Y.; Smet, W.; Brunoud, G.; Yoshida, S.; Vernoux, T.; Weijers, D. Reporters for sensitive and quantitative measurement of auxin response. Nat. Methods 2015, 12, 207–210. [Google Scholar] [CrossRef] [Green Version]
  103. Batista, R.A.; Figueiredo, D.D.; Santos-González, J.; Köhler, C. Auxin regulates endosperm cellularization in Arabidopsis. Genes Dev. 2019, 33, 466–476. [Google Scholar] [CrossRef] [Green Version]
  104. Chen, J.; Lausser, A.; Dresselhaus, T. Hormonal responses during early embryogenesis in maize. Biochem. Soc. Trans. 2014, 42, 325–331. [Google Scholar] [CrossRef]
  105. Bernardi, J.; Lanubile, A.; Li, Q.B.; Kumar, D.; Kladnik, A.; Cook, S.D.; Ross, J.J.; Marocco, A.; Chourey, P.S. Impaired auxin biosynthesis in the defective endosperm18 mutant is due to mutational loss of expression in the ZmYuc1 gene encoding endosperm-specific YUCCA1 protein in maize. Plant Physiol. 2012, 160, 1318–1328. [Google Scholar] [CrossRef] [Green Version]
  106. Kabir, M.R.; Nonhebel, H.M. Reinvestigation of THOUSAND-GRAIN WEIGHT 6 grain weight genes in wheat and rice indicates a role in pollen development rather than regulation of auxin content in grains. Theor. Appl. Genet. 2021, 134, 2051–2062. [Google Scholar] [CrossRef]
  107. Nordström, A.; Tarkowski, P.; Tarkowska, D.; Norbaek, R.; Astot, C.; Dolezal, K.; Sandberg, G. Auxin regulation of cytokinin biosynthesis in Arabidopsis thaliana: A factor of potential importance for auxin-cytokinin-regulated development. Proc. Natl. Acad. Sci. USA 2004, 101, 8039–8044. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  108. Day, R.C.; Herridge, R.P.; Ambrose, B.A.; Macknight, R.C. Transcriptome analysis of proliferating Arabidopsis endosperm reveals biological implications for the control of syncytial division, cytokinin signaling, and gene expression regulation. Plant Physiol. 2008, 148, 1964–1984. [Google Scholar] [CrossRef] [Green Version]
  109. Zhang, K.; Wang, R.; Zi, H.; Li, Y.; Cao, X.; Li, D.; Guo, L.; Tong, J.; Pan, Y.; Jiao, Y.; et al. AUXIN RESPONSE FACTOR3 Regulates Floral Meristem Determinacy by Repressing Cytokinin Biosynthesis and Signaling. Plant Cell 2018, 30, 324–346. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  110. Gao, S.; Fang, J.; Xu, F.; Wang, W.; Sun, X.; Chu, J.; Cai, B.; Feng, Y.; Chu, C. CYTOKININ OXIDASE/DEHYDROGENASE4 Integrates Cytokinin and Auxin Signaling to Control Rice Crown Root Formation. Plant Physiol. 2014, 165, 1035–1046. [Google Scholar] [PubMed] [Green Version]
  111. Woodward, C.; Bemis, S.M.; Hill, E.J.; Sawa, S.; Koshiba, T.; Torii, K.U. Interaction of Auxin and ERECTA in Elaborating Arabidopsis Inflorescence Architecture Revealed by the Activation Tagging of a New Member of the YUCCA Family Putative Flavin Monooxygenases. Plant Physiol. 2005, 139, 192–203. [Google Scholar] [CrossRef] [Green Version]
  112. Chen, M.K.; Wilson, R.L.; Palme, K.; Ditengou, F.A.; Shpak, E.D. ERECTA family genes regulate auxin transport in the shoot apical meristem and forming leaf primordia. Plant Physiol. 2013, 162, 1978–1991. [Google Scholar] [CrossRef] [Green Version]
  113. Dorcey, E.; Urbez, C.; Blázquez, M.A.; Carbonell, J.; Perez-Amador, M.A. Fertilization-dependent auxin response in ovules triggers fruit development through the modulation of gibberellin metabolism in Arabidopsis. Plant J. 2009, 58, 318–332. [Google Scholar] [CrossRef]
  114. Davière, J.M.; Achard, P. A Pivotal Role of DELLAs in Regulating Multiple Hormone Signals. Mol. Plant 2016, 9, 10–20. [Google Scholar]
  115. Hewezi, T.; Maier, T.R.; Nettleton, D.; Baum, T.J. The Arabidopsis microRNA396-GRF1/GRF3 regulatory module acts as a developmental regulator in the reprogramming of root cells during cyst nematode infection. Plant Physiol. 2012, 159, 321–335. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  116. Schommer, C.; Debernardi, J.M.; Bresso, E.G.; Rodriguez, R.E.; Palatnik, J.F. Repression of cell proliferation by miR319-regulated TCP4. Mol. Plant 2014, 7, 1533–1544. [Google Scholar] [CrossRef] [Green Version]
  117. Li, Z.Y.; Li, B.; Dong, A.W. The Arabidopsis transcription factor AtTCP15 regulates endoreduplication by modulating expression of key cell-cycle genes. Mol. Plant 2012, 5, 270–280. [Google Scholar] [CrossRef]
  118. Ferrero, L.V.; Gastaldi, V.; Ariel, F.D.; Viola, I.L.; Gonzalez, D.H. Class I TCP proteins TCP14 and TCP15 are required for elongation and gene expression responses to auxin. Plant Mol. Biol. 2021, 105, 147–159. [Google Scholar] [CrossRef]
  119. Gastaldi, V.; Lucero, L.E.; Ferrero, L.V.; Ariel, F.D.; Gonzalez, D.H. Class-I TCP Transcription Factors Activate the SAUR63 Gene Subfamily in Gibberellin-Dependent Stamen Filament Elongation. Plant Physiol. 2020, 182, 2096–2110. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  120. Cheng, W.H.; Taliercio, E.W.; Chourey, P.S. The Miniature1 seed locus of maize encodes a cell wall invertase required for normal development of endosperm and maternal cells in the pedicel. Plant Cell 1996, 8, 971–983. [Google Scholar] [CrossRef] [PubMed]
  121. Sosso, D.; Luo, D.; Li, Q.B.; Sasse, J.; Yang, J.; Gendrot, G.; Suzuki, M.; Koch, K.E.; McCarty, D.R.; Chourey, P.S.; et al. Seed filling in domesticated maize and rice depends on SWEET-mediated hexose transport. Nat. Genet. 2015, 47, 1489–1493. [Google Scholar] [CrossRef]
  122. Brugière, N.; Jiao, S.; Hantke, S.; Zinselmeier, C.; Roessler, J.A.; Niu, X.; Jones, R.J.; Habben, J.E. Cytokinin Oxidase Gene Expression in Maize Is Localized to the Vasculature, and Is Induced by Cytokinins, Abscisic Acid, and Abiotic Stress. Plant Physiol. 2003, 132, 1228–1240. [Google Scholar] [CrossRef] [Green Version]
  123. Brugière, N.; Humbert, S.; Rizzo, N.; Bohn, J.; Habben, J.E. A member of the maize isopentenyl transferase gene family, Zea mays isopentenyl transferase 2 (ZmIPT2), encodes a cytokinin biosynthetic enzyme expressed during kernel development. Cytokinin biosynthesis in maize. Plant Mol. Biol. 2008, 67, 215–229. [Google Scholar] [CrossRef]
  124. Rijavec, T.; Jain, M.; Dermastia, M.; Chourey, P.S. Spatial and temporal profiles of cytokinin biosynthesis and accumulation in developing caryopses of maize. Ann. Bot. 2011, 107, 1235–1245. [Google Scholar] [CrossRef] [Green Version]
  125. Faix, B.; Radchuk, V.; Nerlich, A.; Hümmer, C.; Radchuk, R.; Emery, R.J.N.; Keller, H.; Götz, K.-P.; Weschke, W.; Geigenberger, P.; et al. Barley grains, deficient in cytosolic small subunit of ADP-glucose pyrophosphorylase, reveal coordinate adjustment of C:N metabolism mediated by an overlapping metabolic-hormonal control. Plant J. 2012, 69, 1077–1093. [Google Scholar] [PubMed]
  126. Müller, K.J.; Romano, N.; Gerstner, O.; Garcia-Marotot, F.; Pozzi, C.; Salamini, F.; Rohde, W. The barley Hooded mutation caused by a duplication in a homeobox gene intron. Nature 1995, 74, 727–730. [Google Scholar] [CrossRef] [PubMed]
  127. Bolduc, N.; Hake, S. The maize transcription factor KNOTTED1 directly regulates the gibberellin catabolism gene ga2ox1. Plant Cell 2009, 21, 1647–1658. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  128. Daghma, D.S.; Kumlehn, J.; Melzer, M. The use of cyanobacteria as filler in nitrocellulose capillaries improves ultrastructural preservation of immature barley pollen upon high pressure freezing. J. Microsc. 2011, 244, 79–84. [Google Scholar] [CrossRef]
  129. Brandt, R.; Mascher, M.; Thiel, J. Laser-capture microdissection-based RNA-seq of barley grain tissues. Methods Mol. Biol. 2018, 1723, 7–23. [Google Scholar]
  130. IBSC. Split Pseudomolecules of the Map-Based Reference Genome Assembly of Barley cv. Morex; e!DAL—Plant Genomics and Phenomics Research Data Repository (PGP), IPK Gatersleben: Seeland, Germany, 2016. [Google Scholar] [CrossRef]
  131. Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef] [Green Version]
  132. Chen, C.; Chen, H.; Zhang, Y.; Thomas, H.R.; Frank, M.H.; He, Y.; Xia, R. TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef]
  133. Drea, S.; Corsar, J.; Crawford, B.; Shaw, P.; Dolan, L.; Doonan, J.H. A streamlined method for systematic, high resolution in situ analysis of mRNA distribution in plants. Plant Methods 2005, 1, 8. [Google Scholar] [CrossRef] [Green Version]
  134. Walter, M.; Chaban, C.; Schütze, K.; Batistic, O.; Weckermann, K.; Näke, C.; Blazevic, D.; Grefen, C.; Schumacher, K.; Oecking, C.; et al. Visualization of protein interactions in living plant cells using bimolecular fluorescence complementation. Plant J. 2004, 40, 428–438. [Google Scholar] [CrossRef]
  135. Gahrtz, M.; Conrad, U. Immunomodulation of plant function by in vitro selected single-chain Fv intrabodies. In Recombinant Proteins from Plants: Methods and Protocols; Humana Press: Totowa, NJ, USA, 2009; pp. 289–312. [Google Scholar]
Figure 1. Morphological and ultrastructural analysis of the barley syncytium at the onset of cytokinesis (3/4 DAF). Light microscopy (LM, b,d,h), confocal laser scanning microscopy (CLSM, c,e,f,i,j) and transmission electron microscopy (TEM, g,k) images show details of the cellularization process in ventral (dg) and dorsal (hk) parts of the endosperm. (a) Development of barley grains until the filling stage, investigated stage marked by arrow. (b) Cross-section of a barley grain at 3/4 DAF, endosperm subdomains are colored: red—ETCs, blue—Sync. (c) Calcoflour staining of cross-sections of barley grains at 3 DAF. Magnification of LM pictures using DIC (d,h) and calcoflour-stained sections (e,i), arrows mark anticlinal, unfilled arrowheads mark periclinal cell walls, respectively. (f,j) DAPI staining of nuclei in syncytial domains. (g,k) TEM shows deposition and fusion of cell plates. CCW, central cell wall (filled arrowhead); CP, cell plate; CV, central endosperm vacuole; ETC, endosperm transfer cells; Int, integuments; 1/2L, first/second layer, NE, nucellar epidermis, N, nucleus; NP, nucellar projection; P, pericarp; Sync, syncytium; Vac, vacuole; VB, vascular bundle; Ves, vesicle. Bars = 200 µm in (b,c), 20 µm in (df) and (hj), 500 nm in (g,h).
Figure 1. Morphological and ultrastructural analysis of the barley syncytium at the onset of cytokinesis (3/4 DAF). Light microscopy (LM, b,d,h), confocal laser scanning microscopy (CLSM, c,e,f,i,j) and transmission electron microscopy (TEM, g,k) images show details of the cellularization process in ventral (dg) and dorsal (hk) parts of the endosperm. (a) Development of barley grains until the filling stage, investigated stage marked by arrow. (b) Cross-section of a barley grain at 3/4 DAF, endosperm subdomains are colored: red—ETCs, blue—Sync. (c) Calcoflour staining of cross-sections of barley grains at 3 DAF. Magnification of LM pictures using DIC (d,h) and calcoflour-stained sections (e,i), arrows mark anticlinal, unfilled arrowheads mark periclinal cell walls, respectively. (f,j) DAPI staining of nuclei in syncytial domains. (g,k) TEM shows deposition and fusion of cell plates. CCW, central cell wall (filled arrowhead); CP, cell plate; CV, central endosperm vacuole; ETC, endosperm transfer cells; Int, integuments; 1/2L, first/second layer, NE, nucellar epidermis, N, nucleus; NP, nucellar projection; P, pericarp; Sync, syncytium; Vac, vacuole; VB, vascular bundle; Ves, vesicle. Bars = 200 µm in (b,c), 20 µm in (df) and (hj), 500 nm in (g,h).
Plants 12 01594 g001
Figure 2. Representation of global transcriptome data from ETCs and Sync at 3/4 DAF. (a) Cluster dendrogram of three biological replicates from ETCs and Sync. (b) Number of genes expressed in ETCs and Sync. Significant expression was defined as average TPM-value > 1 in replicates. Counts for high confidence (HC) and low confidence (LC) gene models are displayed. (c) Volcano plot depicts significantly up- and downregulated genes between ETC and Sync according to FDR < 0.05 and log2 fold change > 1. (d) Main GO terms enriched in upregulated genes in ETCs (red) and Sync (blue). FDR values (<0.05) are −log10-transformed. Table S3 contains the list of all enriched GO terms (FDR < 0.05).
Figure 2. Representation of global transcriptome data from ETCs and Sync at 3/4 DAF. (a) Cluster dendrogram of three biological replicates from ETCs and Sync. (b) Number of genes expressed in ETCs and Sync. Significant expression was defined as average TPM-value > 1 in replicates. Counts for high confidence (HC) and low confidence (LC) gene models are displayed. (c) Volcano plot depicts significantly up- and downregulated genes between ETC and Sync according to FDR < 0.05 and log2 fold change > 1. (d) Main GO terms enriched in upregulated genes in ETCs (red) and Sync (blue). FDR values (<0.05) are −log10-transformed. Table S3 contains the list of all enriched GO terms (FDR < 0.05).
Plants 12 01594 g002
Figure 3. Heatmap of DEGs between ETCs and Sync at 3/4 DAF related to cell cycle regulation, cytoskeleton formation, vesicle transport, cell wall metabolism and transport. (a) Genes involved in cell cycle regulation, cytoskeleton formation and vesicle transport. (b) Genes involved in cell wall metabolism. (c) Genes involved in transmembrane transport. DEGs were identified according to FDR < 0.05 and log2 fold-change > 1, log2-ratios are depicted by color code: red—upregulated in ETCs, blue—upregulated in Sync. Table S4 contains the list of DEGs in the different categories with fold-changes and FDR.
Figure 3. Heatmap of DEGs between ETCs and Sync at 3/4 DAF related to cell cycle regulation, cytoskeleton formation, vesicle transport, cell wall metabolism and transport. (a) Genes involved in cell cycle regulation, cytoskeleton formation and vesicle transport. (b) Genes involved in cell wall metabolism. (c) Genes involved in transmembrane transport. DEGs were identified according to FDR < 0.05 and log2 fold-change > 1, log2-ratios are depicted by color code: red—upregulated in ETCs, blue—upregulated in Sync. Table S4 contains the list of DEGs in the different categories with fold-changes and FDR.
Plants 12 01594 g003
Figure 4. Heatmap of DEGs related to signaling pathways in ETCs and Sync at 3/4 DAF. (a) Genes involved in phosphorylation and peptide signaling. (b) Genes involved in hormone signaling. DEGs were identified according to FDR < 0.05 and log2 fold-change > 1. The log2-ratios are depicted by color code: red—upregulated in ETCs, blue—upregulated in Sync.
Figure 4. Heatmap of DEGs related to signaling pathways in ETCs and Sync at 3/4 DAF. (a) Genes involved in phosphorylation and peptide signaling. (b) Genes involved in hormone signaling. DEGs were identified according to FDR < 0.05 and log2 fold-change > 1. The log2-ratios are depicted by color code: red—upregulated in ETCs, blue—upregulated in Sync.
Plants 12 01594 g004
Figure 5. Heatmap of DEGs encoding transcription factors (TFs); representation of TF families and cis-regulatory motifs in ETCs and Sync at 3/4 DAF. (a) Heatmap for all DEGs encoding TF genes (FDR < 0.05, log2 FC > 1). (b) Distribution of TF families given as percentage from all upregulated TFs in Sync (278 genes) or ETCs (157 genes), respectively. (c) Abundance of cis-motifs in promoter regions (2000 bp upstream of ATG start codon) of upregulated genes in Sync and ETCs, only cis-motifs occurring in at least 5% of the sequences are displayed. Representation is given as percentage from all regulatory DNA sequence motifs.
Figure 5. Heatmap of DEGs encoding transcription factors (TFs); representation of TF families and cis-regulatory motifs in ETCs and Sync at 3/4 DAF. (a) Heatmap for all DEGs encoding TF genes (FDR < 0.05, log2 FC > 1). (b) Distribution of TF families given as percentage from all upregulated TFs in Sync (278 genes) or ETCs (157 genes), respectively. (c) Abundance of cis-motifs in promoter regions (2000 bp upstream of ATG start codon) of upregulated genes in Sync and ETCs, only cis-motifs occurring in at least 5% of the sequences are displayed. Representation is given as percentage from all regulatory DNA sequence motifs.
Plants 12 01594 g005
Figure 6. Validation of subdomain-specific expression by in situ hybridization (ISH) and complex formation of TCS elements. (ah) ISH of ETC- and Sync-specific genes in 3 DAF barley grains. Sense (T3/negative control) and antisense (T7) probes are shown on the left and right side of panels, respectively. (ae) ETC marker genes (HvPR60, HvTPDL1, HvPIN3, HvEXP4, HvRR1); (fh) Sync marker genes (HvGLABROUS11, HvRADL1, HvGRF6). Arrowheads indicate main ISH signals. Bars = 100 µm. (i) Bimolecular fluorescence complementation (BiFC) of barley TCS elements in tobacco leaves; NE, N-terminal part of YFP with interaction partners HvHK1 (REC domain), HvRR1, HvETR2 (full length), and HvRR15; CE, C-terminal part of YFP with interaction partners HvHP2, ΔHvHP2 (mutated), and HvHP1; ER-Cherry, Cherry-marker for endoplasmatic reticulum [73]; white bars = 20 µm.
Figure 6. Validation of subdomain-specific expression by in situ hybridization (ISH) and complex formation of TCS elements. (ah) ISH of ETC- and Sync-specific genes in 3 DAF barley grains. Sense (T3/negative control) and antisense (T7) probes are shown on the left and right side of panels, respectively. (ae) ETC marker genes (HvPR60, HvTPDL1, HvPIN3, HvEXP4, HvRR1); (fh) Sync marker genes (HvGLABROUS11, HvRADL1, HvGRF6). Arrowheads indicate main ISH signals. Bars = 100 µm. (i) Bimolecular fluorescence complementation (BiFC) of barley TCS elements in tobacco leaves; NE, N-terminal part of YFP with interaction partners HvHK1 (REC domain), HvRR1, HvETR2 (full length), and HvRR15; CE, C-terminal part of YFP with interaction partners HvHP2, ΔHvHP2 (mutated), and HvHP1; ER-Cherry, Cherry-marker for endoplasmatic reticulum [73]; white bars = 20 µm.
Plants 12 01594 g006
Table 1. Top12 enriched cis-regulatory motifs in ETCs or Sync. Promoters of the top 500 DEGs were evaluated by HOMER. Motifs are ranked by enrichment factors.
Table 1. Top12 enriched cis-regulatory motifs in ETCs or Sync. Promoters of the top 500 DEGs were evaluated by HOMER. Motifs are ranked by enrichment factors.
ETCSync
Motif LogoNameTF Familylog P-valEnrich. Factorlog P-valEnrich. Factor
Plants 12 01594 i001HVH21 (HD-KNOTTED)/Hordeum vulgareHD-Knotted--−3.55 × 10413.28
Plants 12 01594 i002ERF015/MA1265.2/JasparAP2ERF−4.38 × 10410.2--
Plants 12 01594 i003MYB41/col-MYB41-DAP-Seq/HomerMYB−3.36 × 1048.71--
Plants 12 01594 i004SEP3/Arabidopsis-Flower-Sep3-ChIP-Seq/HomerMADS−8.04 × 1031.09−4.92 × 1048.23
Plants 12 01594 i005MYB3/MA1038.1/JasparMYB−3.07 × 1048.16--
Plants 12 01594 i006TAGL1/Tomato-TAGL1-ChIP-Seq/HomerMADS--−3.22 × 1047.69
Plants 12 01594 i007SPL13/MA1321.1/JasparSPL--−3.82 × 1047.29
Plants 12 01594 i008CRC/col-CRC-DAP-Seq(GSE60143)/HomerC2C2 YABBY−5.78 × 1047.17--
Plants 12 01594 i009At5g04390/col200-At5g04390-DAPseq/HomerC2H2--−4.73 × 1046.68
Plants 12 01594 i010HY5/colamp-HY5-DAP-Seq/HomerbZIP−8.89 × 1031.12−3.35 × 1046.41
Plants 12 01594 i011MYB101/MA1173.1/JasparMYB−2.80 × 1046.34--
Plants 12 01594 i012AT1G04880/colamp-DAP-Seq/HomerARID--−3.32 × 1046.34
Plants 12 01594 i013ARF36/MA1695.1/JasparARF--−4.39 × 1046.34
Plants 12 01594 i014bZIP910/Antirrhinum majus/AthaMapbZIP--−2.98 × 1046.28
Plants 12 01594 i015NFYB/MA0502.2/JasparNF−3.37 × 1046.16--
Plants 12 01594 i016STZ/MA1372.1/JasparC2H2--−2.93 × 1046.14
Plants 12 01594 i017HAP3/col-HAP3-DAP-Seq/HomerCCAATH AP3--−4.26 × 1045.92
Plants 12 01594 i018At4g38000/col-At4g38000-DAP-Seq/HomerC2C2 Dof--−3.59 × 1045.58
Plants 12 01594 i019ERF6/MA1006.1/JasparAP2ERF−2.78 × 1045.50--
Plants 12 01594 i020CCA1/MA0972.1/JasparMYB related−4.97 × 1045.37--
Plants 12 01594 i021AT5G45580/colamp-DAP-Seq/HomerG2 like−4.76 × 1045.12--
Plants 12 01594 i022LCL1/MA1187.1/JasparMYB related−4.56 × 1044.97--
Plants 12 01594 i023ARR1/MA0945.1/JasparRR type B−2.85 × 1044.93--
Plants 12 01594 i024ARR10/MA0121.1/JasparRR type B−4.04 × 1044.90--
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Hertig, C.; Rutten, T.; Melzer, M.; Schippers, J.H.M.; Thiel, J. Dissection of Developmental Programs and Regulatory Modules Directing Endosperm Transfer Cell and Aleurone Identity in the Syncytial Endosperm of Barley. Plants 2023, 12, 1594. https://doi.org/10.3390/plants12081594

AMA Style

Hertig C, Rutten T, Melzer M, Schippers JHM, Thiel J. Dissection of Developmental Programs and Regulatory Modules Directing Endosperm Transfer Cell and Aleurone Identity in the Syncytial Endosperm of Barley. Plants. 2023; 12(8):1594. https://doi.org/10.3390/plants12081594

Chicago/Turabian Style

Hertig, Christian, Twan Rutten, Michael Melzer, Jos H. M. Schippers, and Johannes Thiel. 2023. "Dissection of Developmental Programs and Regulatory Modules Directing Endosperm Transfer Cell and Aleurone Identity in the Syncytial Endosperm of Barley" Plants 12, no. 8: 1594. https://doi.org/10.3390/plants12081594

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop