Next Article in Journal
High-Throughput Microbial Community Analyses to Establish a Natural Fungal and Bacterial Consortium from Sewage Sludge Enriched with Three Pharmaceutical Compounds
Next Article in Special Issue
Epiphytic Yeasts and Bacteria as Candidate Biocontrol Agents of Green and Blue Molds of Citrus Fruits
Previous Article in Journal
Update on the Epidemiology, Diagnosis, and Treatment of Coccidioidomycosis
Previous Article in Special Issue
Influence of Marine Yeast Debaryomyces hansenii on Antifungal and Physicochemical Properties of Chitosan-Based Films
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Characterization and Functional Analysis of a New Calcium/Calmodulin-Dependent Protein Kinase (CaMK1) in the Citrus Pathogenic Fungus Penicillium italicum

1
Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China
2
School of Public Administration, Central China Normal University, Wuhan 430079, China
3
Hubei Key Laboratory of Economic Forest Germplasm Improvement and Resources Comprehensive Utilization, Hubei Collaborative Innovation Center for the Characteristic Resources Exploitation of Dabie Mountains, College of Biology and Agricultural Resources, Huanggang Normal University, Huanggang 438000, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
J. Fungi 2022, 8(7), 667; https://doi.org/10.3390/jof8070667
Submission received: 8 June 2022 / Revised: 21 June 2022 / Accepted: 23 June 2022 / Published: 25 June 2022
(This article belongs to the Special Issue Control of Postharvest Pathogenic Penicillium)

Abstract

:
Calcium (Ca2+)/calmodulin-dependent protein kinases (CaMKs) act as a class of crucial elements in Ca2+-signal transduction pathways that regulate fungal growth, sporulation, virulence, and environmental stress tolerance. However, little is known about the function of such protein kinase in phytopathogenic Penicillium species. In the present study, a new CaMK gene from the citrus pathogenic fungus P. italicum, designated PiCaMK1, was cloned and functionally characterized by gene knockout and transcriptome analysis. The open reading frame of PiCaMK1 is 1209 bp in full length, which encodes 402 amino acid residues (putative molecular weight ~45.2 KD) with the highest homologous (~96.3%) to the P. expansum CaMK. The knockout mutant ΔPiCaMK1 showed a significant reduction in vegetative growth, conidiation, and virulence (i.e., to induce blue mold decay on citrus fruit). ΔPiCaMK1 was less sensitive to NaCl- or KCl-induced salinity stress and less resistant to mannitol-induced osmotic stress, indicating the functional involvement of PiCaMK1 in such environmental stress tolerance. In contrast, the PiCaMK1-complemented strain ΔPiCaMK1COM can restore all the defective phenotypes. Transcriptome analysis revealed that knockout of PiCaMK1 down-regulated expression of the genes involved in DNA replication and repair, cell cycle, meiosis, pyrimidine and purine metabolisms, and MAPK signaling pathway. Our results suggested the critical role of PiCaMK1 in regulating multiple physical and cellular processes of citrus postharvest pathogen P. italicum, including growth, conidiation, virulence, and environmental stress tolerance.

1. Introduction

Postharvest citrus are prone to be infected by pathogenic fungi Penicillium digitatum and P. italicum that cause green mold disease and blue mold disease, respectively. The latter disease induced by P. italicum pathogens usually presents higher tolerance to environmental stress conditions, including cold and salinity [1,2,3]. Specifically, P. italicum pathogens with faster mycelium growth are undesirably easy to spread and contaminate healthy citrus fruits even under cold-storage conditions [4] and create more severe virulence [5]. Many studies focused on the molecular mechanisms underlying P. digitatum growth; sporulation and virulence, including transcription factors [6,7,8,9,10,11]; signaling responses [6,10,12]; cell cycle regulation [13,14]; and environmental adaptations [12,15,16,17,18,19]. However, such regulation mechanisms are rarely elucidated in P. italicum species. The latest reports revealed some key factors to control P. italicum virulence [20,21]. Nevertheless, more studies are necessary to identify more effectors to regulate P. italicum infection.
Calcium ion (Ca2+) serves as an essential signal in fungi to regulate many intracellular processes, including hyphal growth, sporulation, cell cycle, nuclear division, pathogenicity (virulence), and stress resistance [22,23,24]. Ca2+/calmodulin-dependent protein kinases (CaMKs), a class of Ser/Thr protein kinases, mediate Ca2+ signals to modulate diverse biological behaviors. CaMKs have been functionally characterized in mammalian systems and several fungi systems, including S. cerevisiae, A. nidulans, S. pombe, Colletotrichum gloeosporioides, Sporothrix schenckii, and N. crassa. Knockout of CaMK isofroms (CaMK1 and/or CaMK2) in yeast S. cerevisiae significantly inhibited spore germination and thermo tolerance [25]. A. nidulans CaMKs, known as CMKA (i.e., the homolog of S. cerevisiae CaMKs), CMKB, and CMKC, are effectors to control the fungal growth, cell cycle (e.g., G1-G2 transition), and nuclear division [26,27]. S. pombe CaMK1 also contributed to the fungal cell cycle progression [28]. CoPK12, a novel CaMK in the basidiomycetous fungus Coprinus cinereus, was required for active mycelial growth [29]. CaMK or CaMK-like protein kinase has been elucidated to be required for full virulence of various pathogenic fungi, including rice blast fungus Magnaporthe oryzae [30], Puccinia striiformis f. sp. tritici (Pst) [31], and nematode-trapping fungus Arthrobotrys oligospora [24]. Besides virulence regulation, the involvements of CaMKs in fungal responses to environmental stresses have been intensively studied, including oxidative stress response in Candida albicans [32], reactive oxygen stress in the Pst fungi [31], heat shock and ultraviolet-radiation stresses in A. oligospora [24], and low-pH and osmotic stresses in Candida glabrata [33]. To date, the role(s) of CaMK(s) in the regulation of growth, sporulation, virulence, and stress tolerance in Penicillium pathogens, including P. italicum are still unclear and need more studies.
Fungal growth, sporulation, virulence, and stress tolerance can be regulated through Ca2+-involved cross-linking mechanisms, including DNA replication and damage repair, cell cycle and nuclear division, and MAPK signaling. Candida albicans pathogenicity was correlated to the DNA damage response pathway that also regulated filamentous growth and hyphal formation through cell cycle re-scheming [34]. Deletion of particular DNA polymerase in the pathogenic yeast Candida albicans reduced its filamentation and resulted in a virulence change [35]. Morphogenetic cell-fate decisions to develop Candida albicans virulence and stress tolerance usually started with chromatin-associated DNA-replication, which was controlled by complex signaling networks including MAPK and Ca2+ signaling [36]. These multilayer regulations were reported only in human fungal pathogens, and how they work in plant-pathogenic fungi as a citrus pathogen, P. italicum remains to be elucidated.
In the present study, we, for the first time, characterized a P. italicum Ca2+/calmodulin-dependent protein kinase (PiCaMK1) with high homolog to the model yeast CaMKs and identified its functions in growth, sporulation, virulence, and stress tolerance of the citrus pathogenic fungi (i.e., the blue mold pathogen). We also applied Illumina RNA-sequencing to compare wild-type (control) and PiCaMK1-defective strains to confirm global regulatory mechanisms underlying the PiCaMK1 regulation.

2. Materials and Methods

2.1. Strains and Cultivation Conditions

P. italicum strain YN1 defective in gene ku70 was used as the control in this work. The fungal strain YN1 was highly resistant to DMI-fungicide prochloraz with an EC50 value of approximately 30 mg·L−1, as previously reported [37]. This prochloraz-resistant P. italicum strain was applied as a recipient in Agrobacterium tumefaciens-mediated transformation to knock out the target gene (PiCaMK1). Fungal strains were cultivated on potato dextrose agar (PDA) or in potato dextrose broth (PDB) at 28 °C for 5 to 7 days, as previously described [38]. The fungal mycelia grown in the liquid PDB at 28 °C for 2 days were collected to prepare genomic DNA and total RNA. Fungal conidia produced on PDA were collected, and after ddH2O washing and ~8000× g centrifugation, the conidia were re-suspended to equivalent concentrations (~107 spores mL−1) for further phenotype analysis. Conidia were also incubated in a sporulation medium to prepare YN1 protoplasts for the transformation of suitable knockout fragments, according to previous protocols [37]. The A. tumefaciens strain AGL-1, stored in 30% (v/v) glycerol at −70 °C, was exploited as a mediator in the fungal transformation to construct a gene-complemented strain. E. coli strain DH5α competent cells to carry the pMD18-T vector for gene cloning were commercially purchased (TaKaRa, Dalian, China) and cultivated in Luria Broth (LB) media containing Ampicillin antibiotics, according to the manual instructions.

2.2. Gene Cloning and Sequence Analysis

Based on the unigene sequence of PiCaMK1 (PITC_025800) in the previous YN1 RNA-seq report [37], a pair of primers, designated as PiCaMK1-F and PiCaMK1-R (Table S1), were used to PCR amplify the full coding region of PiCaMK1 from YN1 genomic DNA and RT-PCR amplify the corresponding open reading frame (ORF) from cDNA template produced by YN1 total RNA extract. The PCR products were ligated with the pMD18-T vector (TaKaRa, Dalian, China), and the plasmid harboring the PiCaMK1 genomic gene or ORF was subjected to sequencing. SMART software was applied to predict the conserved domains in the PiCaMK1 primary structure. Local BLAST was online processed on the National Center for Biotechnology Information (NCBI) website to search fungal CaMK genes homologous to the present PiCaMK1. According to the outputs, multiple sequence alignments were performed using software ClustalX (version 2.0) with selected fungal CaMK protein sequences (Table S2). Moreover, based on the classical fungal CaMK sequences (Table S3), the software MEGA (version 7.0) was processed to build a phylogenetic tree using the neighbor-joining method with 1000 bootstrap replicates.

2.3. Gene Knockout and Complementation of PiCaMK1

The PiCaMK1 gene was knockout in the YN1 strain using protoplasts-mediated transformation. According to the homologous recombination-based gene-knockout strategy, the DNA fragment for PiCaMK1 knockout was composed of 5′ and 3′ flanking sequences of gene PiCaMK1, i.e., left (L) and right (R) homologous arms, respectively, and an integrated hygromycin B (Hyg)-resistance cassette. The 5′ and 3′ flanking sequences of PiCaMK1, ~1.3 kb and ~1.2 kb in size, respectively, were amplified by specific primer pairs (Table S1). Overlap PCR was applied to integrate these two homologous arms, using the primers PiCaMK1-L-F and PiCaMK1-R-R (Table S1). The generated fragment (i.e., L-R) was inserted into the pMD18-T vector for sequencing confirmation. Hyg-resistance cassette was amplified by the primers Hyg-F and Hyg-R (Table S1). These two primers were both incorporated with recognition sites of two restriction enzymes, SpeI and NheI, facilitating the following insertion to the L-R fragment. The Hyg-resistance cassette, PCR-amplified and digested with SpeI and NheI, was ligated with the vector pMD-L-R, which was also digested with those two restriction enzymes, to generate plasmid pMD-L-Hyg-R containing PiCaMK1-knockout fragment L-Hyg-R. The recombinant fragment for PiCaMK1 knockout, verified by DNA sequencing, was PCR-amplified and purified with a final concentration of ~ 1.0 mg·mL−1 for the following polyethylene glycol (PEG)-mediated transformation into the control strain (YN1 defective in gene ku70) protoplasts. The transformants null in PiCaMK1 were selected on PDA media with resistance marker Hyg at 50 µg·mL−1 (final concentration) and conformed by PCR using specific primers (Table S1). The PiCaMK1-knockout transformants were also confirmed by Southern blot using digoxigenin (DIG)-labeled probe. The probe was PCR-amplified with primers (Table S1), and the experimental procedure was according to the description by Wu et al. [38].
PiCaMK1 was genetically complemented to the ΔPiCaMK1 genome through A. tumefaciens-mediated fungal transformation. A DNA fragment containing the entire PiCaMK1 coding region and its corresponding promoter and terminator sequences was PCR amplified using the primer pair PiCaMK1-Com-F/PiCaMK1-Com-R (Table S1). The amplified fragment was digested by SpeI and XhoI and then inserted into the pPK2-Sur plasmid conferring resistance to chlorimuron ethyl. The resulting plasmid pPK2-Sur-PiCaMK1 was transformed into A. tumefaciens strain AGL1. Under the transformant AGL1 and ΔPiCaMK1 co-cultivation, the putative complemented fungal strains (ΔPiCaMK1COM) were selected by Sur resistance (i.e., 10 µg·mL−1 chlorimuron ethyl) and confirmed by spore PCR and Southern blot with corresponding primer pairs (Table S1).

2.4. Vegetative Growth, Conidiation, and Virulence Experiments

Vegetative growth experiments were conducted on PDA plates with 10 µL conidia suspensions from the control, ΔPiCaMK1 and ΔPiCaMK1COM strains, respectively. For each strain, the 10 µL conidia sample with a final concentration of ~5 × 106 conidia·mL−1 was deposited in the center of the PDA plate, and the colony diameter was measured every day for one week. Conidiation capacity was evaluated with 6-day-old cultures grown on PDA plates, as previously described [38]. For each strain, 150 µL of conidia suspension (~1.0 × 107 conidia·mL−1) was evenly spread on PDA plates and cultured for 6 days at 28 °C. The culture plugs in a 7 mm diameter were randomly cut and immersed into 1.0 mL of 0.01% (v/v) Tween 80. After removing hyphal debris, the conidial yield for each strain was microscopically counted in a hemocytometer, and the result was expressed as conidial number per cm−2 colony. Virulence assays were conducted on postharvest mandarin orange fruits inoculated with the control, ΔPiCaMK1 and ΔPiCaMK1COM, respectively. Wounds (~3 mm deep) were created with a sterile needle on each fruit peel, and each wound spot was inoculated with 10 μL conidial suspension (~1.0 × 107 conidia·mL−1). The blue mold-infected citrus were incubated at 28 °C for 6 days, and the lesion size was determined at 6 days post-inoculation (dpi). All the experiments were performed in triplicate with statistical analysis using Duncan’s range test in SPSS software (version 20.0).

2.5. Abiotic Stress Experiments

In order to investigate fungal tolerance to multiple abiotic stresses, 10 μL conidial suspension (~1.0 × 107 conidia·mL−1) for each strain was spotted on PDA alone or supplemented with different abiotic-stress reagents, including chemical fungicides (prochloraz and imazalil), NaCl, KCl, D-mannitol, and H2O2. These fungal cultures, i.e., those from the control, ΔPiCaMK1, and ΔPiCaMK1COM, were grown on PDA plates at 28 °C for 6 days, and the diameters of fungal colonies were measured at 6 dpi. In the fungicide experiments, the EC50 values were calculated based on the colony diameters at gradient fungicide concentrations, as described by Zhang et al. [37]. The gradient concentrations for fungicide prochloraz were 0, 10, 30, 50, and 70 mg·L−1, and for imazalil were 0, 5, 10, 15, and 20 mg·L−1. The gradient concentrations for NaCl, KCl, and D-mannitol were 0, 0.3, 0.6, 0.9, and 1.2 mol·L−1, and for H2O2 were 0, 2, 4, 6, and 8 mmol·L−1. The relative growth in the stress experiments for each strain was determined as the ratio of colony diameter at a given stress concentration relative to that at 0 concentration. All the experiments were performed in triplicate with statistical analysis using Duncan’s range test in SPSS software (version 20.0).

2.6. Analysis of PiCaMK1-Mediated Transcriptomes

The control and ΔPiCaMK1 mutant strains were grown on PDA plates for 6 days to collect conidial suspension with final concentration 1.0 × 107 conidia·mL−1. Then, 200 μL conidial suspension was further cultured in 200 mL PDB for 2 days at 28 °C, and the resulting mycelia of the indicated strains were used for total RNA extraction according to the previous description [37]. The RNA samples, after quality guarantee in integrity and purity, were applied to construct cDNA libraries for sequencing on the Illumina HiSeq X platform (BioMarker Technologies Company Limited, Beijing, China). The resulting clean reads were mapped to P. italicum PHI-1 reference genome (GenBank accession number: JQGA01000000) using the software TopHat (version 2.0.11) [39,40]. The clean reads were finally assembled to unigenes through alignment analysis using software Bowtie2 (version 2.2.5) [41]. Unigene function was annotated by homolog analysis in public databases at BLAST E-value ≤ 1 × 10−5 and HMMER E-value ≤ 1 × 10−10. Software HTSeq (version 0.6.1) was applied to estimate unigene or transcript abundance based on FPKM analysis. Software Plotly (Montreal, Quebec, QC, USA) was processed for heatmap analysis of hierarchically clustered unigenes with Venn diagram-based visualization. Software package DEGSeq R (version 1.12.0) was applied to identify differentially expressed genes (DEGs) between the control and ΔPiCaMK1 libraries according to the cut-off value |log2 Fold Change| ≥ 1 (p-value ≤ 0.005). Down-regulated DEGs were functionally enriched and classified by KOBAS software at the Kyoto Encyclopedia of Genes and Genomes (KEGG) database (http://www.genome.jp/kegg/, accessed on 30 October 2021).

2.7. Real-Time Quantitative PCR (RT-qPCR)

In order to validate the gene expression profile in the present transcriptome, forty DEGs were selected and subjected to RT-qPCR analysis. Total RNA was, respectively, extracted from the control and ΔPiCaMK1 mutant mycelia samples using TRIzol reagent (Thermo, Waltham, MA, USA) and translated into cDNA using PrimeScriptTM RT reagent Kit (TaKaRa, Dalian, China), according to the previous method [37]. RT-qPCR was operated in the BIO-RAD CFX96 qPCR system (BioRad, Hercules, CA, USA) with SYBR Green I fluorescent dye detection, cDNA templates (10× dilution), and primer pairs (Table S4). The relative transcript abundance of the target gene in ΔPiCaMK1 over that in the control was calculated using the 2−ΔΔCt method [42] with the gene β-actin as an internal reference. The experiments were performed in triplicate with three technical repeats, and the results were expressed as relative transcript abundance with mean ± SD (standard deviation). One-way ANOVA and the least significant difference (LSD) test were applied to statistics analysis at * p < 0.05 and ** p < 0.01.

3. Results

3.1. Cloning and Sequence Analysis of PiCaMK1 Gene

According to one fungal CaMK coding region (ID: PITC_025800) in transcriptome unigene library, referred to as PiCaMK1 in the present study, the full-length sequence of the kinase gene and its corresponding ORF was PCR-amplified from genomic DNA and corresponding cDNA of P. italicum strain YN1, respectively. Sequence analysis indicated that the PiCaMK1 gene had a 1379-bp coding region with three introns (Figure S1). The three introns were located in positions 45–108, 321–374, and 531–582 bp, with sizes 64, 54, and 52 bp, respectively. The PiCaMK1 gene contained a 1209-bp ORF (Figure S1), encoding a putative protein of 402 amino acids that shared the highest sequence identity with P. expansum CaMK (Accession no.: XP_016598664) (Figure 1). Multiple sequence alignments displayed 11 consensus domains in the PiCaMK1 and the other fungal CaMKs (Figure 1), with a highly conserved sequence profile for each domain. Based on amino acid alignments among the selected fungal CaMKs (Table S3), a phylogenetic tree was constructed, revealing the closest relationship between PiCaMK1 and its ortholog from P. expansum (Figure 2).

3.2. Knockout of PiCaMK1 Gene and Complementation in P. italicum

The PiCaMK1 gene was replaced by a Hyg-resistance cassette via homologous recombination (Figure 3A). PiCaMK1-knockout fragment L-Hyg-R was transformed into the YN1 strain via protoplasts-mediated fungal transformation. Fungal transformants appearing on Hyg-containing PDA were subjected to PCR-based screening for PiCaMK1-knockout mutants (Figure 3B), using two primer pairs, PiCaMK1-Ko-F/PiCaMK1-Ko-R and PiCaMK1-Diag-F/PiCaMK1-Diag-R, respectively (Table S1). Two transformants with PiCaMK1 deletion (i.e., ΔPiCaMK1-1# and ΔPiCaMK1-2#) were available from ~50 transformants after two rounds of PCR screening. There were no significant differences in any phenotype for the two knockout mutants, so one of them was selected as representative in the following experiments. The gene PiCaMK1 was introduced into the ΔPiCaMK1 genome using A. tumefaciens-mediated fungal transformation (Figure 3A). Transformation of a functional copy of PiCaMK1 into ΔPiCaMK1 generated a complementation strain (designated ΔPiCaMK1COM) with a wild-type PiCaMK1 allele by PCR confirmation using the primer pair PiCaMK1COM-F/PiCaMK1COM-R (Figure 3C). ΔPiCaMK1COM with Sur-resistance displayed similar phenotypes in growth, conidiation, and virulence, as compared to the control strain (see below for details). The achievement of PiCaMK1-knockout (ΔPiCaMK1) and -complementation (ΔPiCaMK1COM) was further confirmed by Southern blot hybridization (Figure 3D), using PCR-amplified fragment (310 bp) from the target gene as a probe (Table S1).

3.3. PiCaMK1 Is Required for Vegetative Growth and Conidiation

The knockout of PiCaMK1 reduced fungal vegetative growth by ~52.3%, and such a defective phenotype could be reversed in full by the gene PiCaMK1 complementation (Figure 4A). For detail, the growth rate of ΔPiCaMK1 on PDA plates was an average of 2.5 mm, increasing in colony diameter every day for one week. This growth parameter, observed in ΔPiCaMK1, was much lower than those of the control and ΔPiCaMK1COM strains (i.e., ~6.7 mm colony diameter per day on average) (Figure 4B). These results indicated the requirement of PiCaMK1 in the P. italicum vegetative growth. On the other hand, ΔPiCaMK1 produced ~5.6 × 107 conidia cm−2 at 6 dpi, which was much smaller than that of the control (~8.5 × 107 conidia cm−2) (Figure 4C). Meanwhile, the conidiation of ΔPiCaMK1COM (~8.4 × 107 conidia cm−2) was almost fully restored to the control level (Figure 4C). These results indicated the requirement of PiCaMK1 in the P. italicum conidiation.

3.4. PiCaMK1 Is Required for Full Virulence

The role of the PiCaMK1 gene in fungal virulence was investigated in postharvest orange fruits infected by the control and mutant P. italicum strains. At 6 dpi, the significantly larger disease spots (or rotted area) were observed in the control and PiCaMK1-complemented strains, as compared to those of the gene-knockout mutants (Figure 5A). The mean diameter of the macerated lesions of the postharvest fruits incubated with the ΔPiCaMK1 conidial suspensions at 6 dpi was ~41.3 mm; in contrast, the mean diameter was ~61.8 mm for the orange fruits incubated with control conidial suspensions (Figure 5B). By considering the mean diameter as a virulence indicator, the ΔPiCaMK1 virulence to the postharvest citrus was decreased by ~33%. The complementation of gene PiCaMK1 can almost totally restore the fungal virulence with a mean diameter of ~ 61.6 mm, comparable to that of the control strains (Figure 5B). These results indicated the requirement of PiCaMK1 for the full virulence of P. italicum.

3.5. PiCaMK1 Has No Contribution to DMI-Fungicide Resistance

In order to investigate the role of PiCaMK1 in the regulation of DMI-fungicide resistance, the control and mutant P. italicum strains were grown on the prochloraz- and imazalil-supplemented PDA plates. The decreasing rate in colony diameter at increasing DMI-fungicide concentrations (i.e., 0~70 mg·L−1 for prochloraz and 0~20 mg·L−1 for imazalil) was not significantly different for the control, PiCaMK1-knockout, and PiCaMK1-complemented strains (Figure 6A). The EC50 values towards prochloraz were all around 30 mg·L−1, with no significant difference in those P. italicum strains (Figure 6B). Meanwhile, the EC50 values towards imazalil were all around 16 mg·L−1, also with no significant difference in those P. italicum strains (Figure 6C). Hence, the knockout of PiCaMK1 had no effect on the P. italicum resistance to the two common DMI-fungicides. These results indicated that PiCaMK1 did not contribute to the fungal DMI-fungicide resistance.

3.6. The Role of PiCaMK1 in Stress Tolerance of P. italicum

The responses of ΔPiCaMK1 to different stress conditions, as compared to those of the control and complementation strains, were investigated on the PDA plates with different stress agents, including chloride salts (NaCl and KCl), D-mannitol, and hydrogen peroxide (H2O2) (Figure 7A). The growth of the control strain at 0~0.3 mol·L−1 NaCl, relative to that without NaCl treatment (defined as 100% relative growth), was increased to the maximum (i.e., ~150% relative growth) and then decreased at 0.3~1.2 mol·L−1 NaCl (Figure 7B). However, such fluctuation in vegetative growth at increasing NaCl concentrations was not observed in the ΔPiCaMK1 (Figure 7B), indicating that the PiCaMK1 deletion remarkably lowered the fungal sensitivity to NaCl stress. A similar effect of PiCaMK1 deletion was observed in the KCl treatments (Figure 7C). These results indicated the positive role of PiCaMK1 in the P. italicum response to salt-induced salinity stresses.
On the other hand, at mild D-mannitol concentrations (0~0.3 mol·L−1), the growth acceleration of ΔPiCaMK1 by the osmoregulator treatment was well identical to those of the control and the PiCaMK1-complemented strains (Figure 7D). However, at higher D-mannitol concentrations, such as at 0.6 and 0.9 mol·L−1, the osmotic stimulation of fungal growth was obviously weakened in the ΔPiCaMK1 as compared to those of the control and PiCaMK1-complemented strains (Figure 7D), indicating the positive contribution of PiCaMK1 to the P. italicum tolerance to such osmotic regulator of stress.
In contrast, the relative growth curves at the present H2O2 treatments were very similar for the three P. italicum strains (Figure 7E). Thus, the deletion of PiCaMK1 did not influence the fungal response to the H2O2 treatment at concentrations ranging from 0 to 8 mmol·L−1, as compared to those of the control and PiCaMK1-complemented strains, indicating the irrelevance of PiCaMK1 with the P. italicum tolerance to the oxidative stress.

3.7. Transcriptome Analysis and KEGG Enrichment of DEGs

The RNA samples from the control and ΔPiCaMK1 conidial suspensions were subjected to transcriptome analysis. Illumina sequencing provided 20,320,426 clean reads for the control sample with Q30 ≥ 95.0% and 23,268,989 clean reads for the ΔPiCaMK1 sample with Q30 ≥ 95.1%. Based on reference genome PHI-1, the clean reads were finally assembled into ~9100 unigenes for the two P. italicum samples. All the unigene expression levels were determined by FPKM values, and based on these values, a hierarchical cluster (i.e., heat map) analysis was performed to visualize DEG profiles between the control and ΔPiCaMK1 samples (Figure 8A). Using |log2(Fold Change)| ≥ 1 and p-value ≤ 0.005 as the cut-off values, both the volcano plot and the MA plot analysis identified 364 DEGs in the PiCaMK1-deleted strain as compared to the control, including 165 up-regulated and 199 down-regulated (Figure 8B,C). Further, KEGG enrichments classified the 165 up-regulated DEGs into 53 pathways with no significant enrichment, as shown in the top 20 in Figure 9A. In contrast, the 199 down-regulated DEGs were classified by KEGG enrichments into two significantly enriched pathways in the total 53 pathways, i.e., ‘DNA replication’ (ko03030) and ‘Cell cycle-yeast’ (ko04111) (Figure 9B).
As listed in Table 1, the down-regulated DEGs enriched in ‘DNA replication’ were the enzyme and factor-encoding genes responsible for eukaryote DNA biosynthesis, including DNA primase, DNA polymerase, and DNA replication licensing factors. Regarding ‘cell cycle-yeast’, the second significant enrichment of the KEGG pathway, the down-regulated DEGs in the ΔPiCaMK1 strain were functionally associated with DNA replication, nuclear condensing and division, mitotic spindle regulation, and cell-cycle control (Table 1), including DNA replication licensing factors, Nuclear condensin complex Smc2, condensin complex subunits, mitotic spindle checkpoint protein (Mad2), and cell-cycle checkpoint protein kinase. According to the hierarchical clustering results (Figure 8A), the down-regulated genes in the PiCaMK1-deleted strain were also enriched into additional KEGG pathways contributing to the ‘DNA replication’ and ‘cell cycle-yeast’, including purine metabolism (ko00230), pyrimidine metabolism (ko00240), base excision repair (ko03410), nucleotide excision repair (ko03420), mismatch repair (ko03430), meiosis (ko04113), and MAPK signaling pathway (ko04011) (Table 1). On the other hand, Table 1 further shows a list of KEGG-enriched DEGs down-regulated after the gene PiCaMK1 knockout in the hierarchical clustering with the ‘DNA replication’ and ‘cell cycle-yeast’ pathways, such as cytochrome c oxidase assembly protein in the pathway ‘oxidative phosphorylation’ (ko00190) and aldehyde dehydrogenase in the pathway ‘carotenoid biosynthesis’ (ko00906). In summary, all those down-regulated DEGs identified in the KEGG enrichments were putatively involved in the PiCaMK1 regulation of the fungal phenotypes, including vegetative growth, sporulation, virulence, and environmental stress tolerance.

3.8. RT-qPCR Validation of DEGs

The present study selected 40 DEGs from the KEGG enrichment of down-regulated genes to perform RT-qPCR validation. The transcript abundances of all these 40 DEGs were ~50% to 90% decreased in the ΔPiCaMK1 strain as compared to the control strain (Figure 10). Thus, regarding the expression profile of the selected DEGs, the result of the present RT-qPCR was in agreement with that of the transcriptome analysis.

4. Discussion

Multiple CaMK genes have been cloned and identified in the fungi kingdom. Thus far, fungal homologues of the CaMKs have been extensively found in S. cerevisiae [25,43,44], A. nidulans [26,27,45], S. pombe [28], Colletotrichum gloeosporioides [46], Sporothrix schenckii [47], N. crassa [23,48,49], Puccinia striiformis f. sp. tritici [31], Arthrobotrys oligospora [24], and Candida glabrata [33]. Most of the fungal CaMKs, including those from S. cerevisiae (ScCMK1 and ScCMK2) and the model filamentous fungus A. nidulans (AnCMKA), exhibit high sequence homology with mammalian CaMKII [23]. In the present study, the PiCaMK1 isolated from the postharvest citrus pathogen P. italicum also showed much higher sequence homology (~35%) with mammalian CaMKII than those of the other mammalian CaMKs. Based on the multiple sequence alignments (Figure 1), the amino acid sequence of PiCaMK1 was highly identical to those of S. cerevisiae and A. nidulans CaMKs. Moreover, all the 11 domains’ consensus in CaMKs were highly conserved in the selected fungal candidates (Figure 1), especially in the N-terminal catalytic domain, autoinhibitory domain, and CaM-binding domain. Thus, the present PiCaMK1 can be classified into the type-II CaMKs, a class of multifunctional kinases with broad substrate specificity [50,51]. Among the available CaMKs from Penicillium species, the PiCaMK1 was clustered with PeCaMK in the closest evolution distance, according to the phylogeny analysis (Figure 2). Interestingly, the evolutionary distance between P. italicum and P. digitatum, the most harmful phytopathogenic fungi of citrus, was far from that between P. italicum and P. expansum, as shown in the CaMKs phylogenetic tree (Figure 2). Such phylogenetic characteristics might indicate the fruit spectrum of different Penicillium species to infect. In summary, the present study provided the first report on the PiCaMK gene sequence, and more PiCaMK gene(s) in the P. italicum genome need further investigation.
CaMKs have been extensively characterized to play regulatory roles in various fungal processes, including growth, conidial development, virulence, and stress tolerance. The early studies indicated the requirement of CMKA in the A. nidulans hyphal growth and nuclear division [26] and CMK2 in the S. cerevisiae spore germination [25]. Similar results were observed in the present work that the ΔPiCaMK1 showed defective in vegetative growth and conidiation (Figure 4). Such physiological defects have been associated with the arrest of the cell cycle and the prior DNA synthesis by the gene knockout of CaMK(s) [28,48,52]. The present transcriptome analysis and KEGG enrichments suggested simultaneous down-regulation of genes in ‘DNA replication’ and ‘cell cycle’ pathways in the PiCaMK1-deleted strain (Table 1 and Figure 9), including the genes encoding DNA primase, DNA polymerases δ and ε, DNA replication licensing factors (i.e., Mcm2, Mcm3 and Mcm6), condensin complex subunit, cell-cycle checkpoint protein kinase, nuclear condensin complex Smc2, and mitotic spindle checkpoint protein Mad2 (Table 1 and Figure 10). Thus, the PiCaMK1 participated in regulating fungal growth and sporulation at the genetic and cellular levels via those key enzymes and regulatory protein elements.
The present study also reported a significant decrease in the P. italicum virulence towards postharvest citrus fruits after the gene PiCaMK1 knockout (Figure 5). The requirement of CaMK(s) in the full fungal virulence was previously reported in the rust fungi P. striiformis f. sp. tritici [31] and the nematode-trapping fungus A. oligospora [24]. Virulence mechanisms have been implicated as sophisticated, including DNA replication [35,53], DNA damage responses (e.g., DNA repairs during infective hypha formation) [34,54], and cell-cycle progression regulation [55]. The ΔPiCaMK1 mutant with reduced virulence also had a much lower transcript abundance of genes involved in ‘DNA replication’, ‘cell cycle’, ‘meiosis’, ‘base excision repair’, ‘nucleotide excision repair’, and ‘mismatch repair’ pathways, according to the results of KEGG enrichment (Table 1) and RT-qPCR validation (Figure 10). In addition, some key enzyme-encoding genes responsible for the biosynthesis of (deoxy)nucleotides were down-regulated in the ΔPiCaMK1 strain, as shown in the KEGG pathways ‘purine metabolism’ and ‘pyrimidine metabolism’ (Table 1). Among them, ribonucleotide reductase was implicated as essential for pathogen growth and virulence via cell division control [53]. Uracil phosphoribosyltransferase was proposed as a potential virulence factor during B. cinerea growth and infection [56]. Xanthine dehydrogenase, with the function in purine salvage synthesis, has been verified to regulate iron homeostasis that contributed to F. graminearum virulence [57]. All these enzyme-encoding genes were down-regulated in the PiCaMK1-deleted strain, indicating the role of PiCaMK1 as a virulence factor in regulating the other virulence factors. The CaMK-mediated interactions between these virulence factors need to be intensively studied to gain a new mechanism underlying the control of P. italicum virulence.
The ca2+-calcineurin pathway was proposed to mediate fungal azole resistance [58,59]. However, CaMKs are not located in the Ca2+-calcineurin pathway [60]. As a result, the knockout of PiCaMK1 did not alter the P. italicum resistance to azole fungicides (Figure 6), indicating the irrelevance of PiCaMK1 with fungal azole resistance. Our transcriptome results also provided evidence that the DEGs between the control and ΔPiCaMK1 strains did not include any fungicide-resistance gene. Sine multiple PiCaMK unigenes have been assembled [37], further studies are needed to check the role of other PiCaMK in the fungicide-resistance regulation.
The PiCaMK1-deleted strain showed much less sensitivity to the NaCl and KCl stresses (Figure 7A–C), as well as lower tolerance to D-mannitol-induced osmotic stress (Figure 7A,D). Yeast protein kinase A and CMK2 served as regulators in response to salt stresses [61,62]. Similar results were obtained in the present ΔPiCaMK1 mutant, especially at 0.3~0.9 mol·L−1 salt conditions. MAPK pathway, as well as energy metabolism, were in close association with the yeast CMK2 regulation [61,62], which can be verified in our transcriptome analysis that the gene encoding phosphatidylinositol 4-kinase in the MAPK pathway and the genes encoding cytochrome c oxidase assembly protein and mitochondrial F1/F0-ATP synthase in oxidative phosphorylation were down-regulated in the PiCaMK1-deleted strain (Table 1). Fungal osmotic regulation is usually mediated by the Ca2+-calcineurin signaling pathway [60]. A recent report proposed a correlation of the CgCmk1 with the osmotic regulation of C. glabrata under low-pH stress conditions [33]. In the present study, the gene PiCaMK1 also participated in the D-mannitol-induced osmotic regulation of P. italicum, especially at high concentrations (e.g., 0.6~0.9 mol·L−1). D-mannitol is contributed to conidial germination and mycelial growth [63,64] and also to fungal pathogenicity [65]. Thus the PiCaMK1-mediated mannitol tolerance might be necessary for the kinase to regulate P. italicum sporulation and virulence.
In summary, the present study cloned a PiCaMK gene (PiCaMK1) from the citrus pathogenic fungus P. italicum and classified the PiCaMK1 into the CaMKII gene family with the closest phylogenetic relationship with that of P. expansum. Gene knockout and complementation analysis indicated the requirement of the PiCaMK1 in the fungal vegetative growth, sporulation, full virulence, and responses to salt (salinity) and mannitol (osmotic) stresses. Transcriptome analysis suggested the involvement of DNA biosynthesis and repair, cell cycle, and some stress-responsive pathways in the PiCaMK1 regulation.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/jof8070667/s1, Figure S1: Genomic DNA sequence (coding region) and open reading frame of the PiCaMK1 gene; Table S1: Primers applied for gene cloning, knockout, and complementation in the present study; Table S2: Fungal CaMK genes used in multiple sequence alignments; Table S3: Fungal CaMK genes used in phylogenetic tree construction; Table S4: Primers used in RT-qPCR.

Author Contributions

Y.Y., Y.Z. and D.L. designed this study, drafted the manuscript, acquired funds, and supervised all research activities. G.L. and S.L. isolated and characterized the P. italicum strain and performed all the functional experiments. L.W. and X.W. prepared RNA-seq samples. S.L., L.W. and X.W. performed bioinformatics analysis and figure production. X.W., R.C. and Y.Y. designed and conducted qRT-PCR experiments. Y.Y. and D.L. substantially revised the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the National Natural Science Foundation of China (No. 32072361), the Key Research and Development Program of Hubei Province of China (2020BBB091), and the Project of Central Government Supported Local Science and Technology Development (2019zyyd044). The funding body did not play any roles in the design of the study and collection, analysis, and interpretation of data, and in the writing of the manuscript.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Iqbal, Z.; Iqbal, J.; Abbas, I.; Kamran, M. Innovative strategies for eco-friendly management of citrus blue mold disease caused by Penicillium italicum WHEMER. J. Int. Sci. Publ. 2017, 5, 361–365. [Google Scholar]
  2. Plaza, P.; Usall, J.; Teixidó, N.; Viñas, I. Effect of water activity and temperature on germination and growth of Penicillium digitatum, P. italicum and Geotrichum candidum. J. Appl. Microbiol. 2003, 94, 549–554. [Google Scholar] [CrossRef] [PubMed]
  3. Kanashiro, A.M.; Akiyama, D.Y.; Kupper, K.C.; Fill, T.P. Penicillium italicum: An underexplored postharvest pathogen. Front. Microbiol. 2020, 11, 606852. [Google Scholar] [CrossRef]
  4. Louw, J.P.; Korsten, L. Pathogenicity and host susceptibility of Penicillium spp. on citrus. Plant Dis. 2015, 99, 21–30. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Papoutsis, K.; Mathioudakis, M.M.; Hasperué, J.H.; Ziogas, V. Non-chemical treatments for preventing the postharvest fungal rotting of citrus caused by Penicillium digitatum (Green Mold) and Penicillium italicum (Blue Mold). Trends Food Sci. Technol. 2019, 86, 479–491. [Google Scholar] [CrossRef]
  6. Zhang, T.; Xu, Q.; Sun, X.; Li, H. The calcineurin-responsive transcription factor Crz1 is required for conidation, full virulence and DMI resistance in Penicillium digitatum. Microbiol. Res. 2013, 168, 211–222. [Google Scholar] [CrossRef]
  7. de Ramón-Carbonell, M.; Sánchez-Torres, P. The transcription factor PdSte12 contributes to Penicillium digitatum virulence during citrus fruit infection. Postharvest Biol. Technol. 2017, 125, 129–139. [Google Scholar] [CrossRef]
  8. de Ramón-Carbonell, M.; Sánchez-Torres, P. Penicillium digitatum MFS transporters can display different roles during pathogen-fruit interaction. Int. J. Food Microbiol. 2021, 337, 108918. [Google Scholar] [CrossRef]
  9. de Ramón-Carbonell, M.; Sánchez-Torres, P. Unveiling the role displayed by Penicillium digitatum PdMut3 transcription factor in pathogen-fruit interaction. J. Fungi 2021, 7, 828. [Google Scholar] [CrossRef]
  10. Costa, J.H.; Bazioli, J.M.; de Moraes-Pontes, J.G.; Fill, T.P. Penicillium digitatum infection mechanisms in citrus: What do we know so far? Fungal Biol. 2019, 123, 584–593. [Google Scholar] [CrossRef]
  11. Ruan, R.; Chen, Y.; Li, H.; Wang, M. Functional diversification of sterol regulatory element binding proteins following gene duplication in a fungal species. Fungal Genet. Biol. 2019, 131, 103239. [Google Scholar] [CrossRef] [PubMed]
  12. Gandía, M.; Garrigues, S.; Hernanz-Koers, M.; Manzanares, P.; Marcos, J.F. Differential roles, crosstalk and response to the Antifungal Protein AfpB in the three Mitogen-Activated Protein Kinases (MAPK) pathways of the citrus postharvest pathogen Penicillium digitatum. Fungal Genet. Biol. 2019, 124, 17–28. [Google Scholar] [CrossRef] [Green Version]
  13. Larralde-Corona, C.P.; Ramírez-González, M.S.; Pérez-Sánchez, G.; Oliva-Hernández, A.A.; Narváez-Zapata, J.A. Identification of differentially expressed genes in the citrus epiphytic-yeast Pichia guilliermondii during interaction with Penicillium digitatum. Biol. Control 2011, 57, 208–214. [Google Scholar] [CrossRef]
  14. Liu, P.; Cheng, Y.; Yang, M.; Liu, Y.; Chen, K.; Long, C.; Deng, X. Mechanisms of action for 2-phenylethanol isolated from Kloeckera apiculata in control of Penicillium molds of citrus fruits. BMC Microbiol. 2014, 14, 242. [Google Scholar] [CrossRef] [Green Version]
  15. Wang, M.; Sun, X.; Zhu, C.; Xu, Q.; Ruan, R.; Yu, D.; Li, H. PdbrlA, PdabaA and PdwetA control distinct stages of conidiogenesis in Penicillium digitatum. Res. Microbiol. 2015, 166, 56–65. [Google Scholar] [CrossRef]
  16. Wan, C.; Shen, Y.; Nisar, M.F.; Qi, W.; Chen, C.; Chen, J. The antifungal potential of carvacrol against Penicillium digitatum through 1H-NMR based metabolomics approach. Appl. Sci. 2019, 9, 2240. [Google Scholar] [CrossRef] [Green Version]
  17. de Ramón-Carbonell, M.; López-Pérez, M.; González-Candelas, L.; Sánchez-Torres, P. PdMFS1 transporter contributes to Penicilliun digitatum fungicide resistance and fungal virulence during citrus fruit infection. J. Fungi 2019, 5, 100. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  18. Zhu, C.; Wang, Y.; Hu, X.; Lei, M.; Wang, M.; Zeng, J.; Li, H.; Liu, Z.; Zhou, T.; Yu, D. Involvement of LaeA in the regulation of conidia production and stress responses in Penicillium digitatum. J. Basic Microbiol. 2020, 60, 82–88. [Google Scholar] [CrossRef]
  19. Lin, S.; Wang, Y.; Lu, Q.; Zhang, B.; Wu, X. Combined transcriptome and metabolome analyses reveal the potential mechanism for the inhibition of Penicillium digitatum by X33 antimicrobial oligopeptide. Bioresour. Bioprocess. 2021, 8, 120. [Google Scholar] [CrossRef]
  20. Gong, L.; Liu, Y.; Xiong, Y.; Li, T.; Yin, C.; Zhao, J.; Yu, J.; Yin, Q.; Gupta, V.K.; Jiang, Y.; et al. New insights into the evolution of host specificity of three Penicillium species and the pathogenicity of P. Italicum involving the infection of Valencia orange (Citrus sinensis). Virulence 2020, 11, 748–768. [Google Scholar] [CrossRef]
  21. Yin, C.; Zhu, H.; Jiang, Y.; Shan, Y.; Gong, L. Silencing dicer-like genes reduces virulence and sRNA generation in Penicillium italicum, the cause of citrus blue mold. Cells 2020, 9, 363. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  22. Shaw, B.D.; Hoch, H.C. Biology of the fungal cell. In The Mycota VIII; Howard, R.J., Gow, N.A.R., Eds.; Springer-Verlag KG: Berlin/Heidelberg, Germany, 2001; pp. 73–89. [Google Scholar]
  23. Tamuli, R.; Kumar, R.; Deka, R. Cellular roles of neuronal calcium sensor-1 and calcium/calmodulin-dependent kinases in fungi. J. Basic Microbiol. 2011, 51, 120–128. [Google Scholar] [CrossRef]
  24. Zhen, Z.; Zhang, G.; Yang, L.; Ma, N.; Li, Q.; Ma, Y.; Niu, X.; Zhang, K.; Yang, J. Characterization and functional analysis of calcium/calmodulin-dependent protein kinases (CaMKs) in the nematode-trapping fungus Arthrobotrys oligospora. Appl. Microbiol. Biot. 2019, 103, 819–832. [Google Scholar] [CrossRef] [PubMed]
  25. Pausch, M.H.; Kaim, D.; Kunisawa, R.; Admon, A.; Thorner, J. Multiple Ca2+/calmodulin-dependent protein kinase genes in a unicellular eukaryote. EMBO J. 1991, 10, 1511–1522. [Google Scholar] [CrossRef] [PubMed]
  26. Dayton, S.; Means, A.R. Ca2+/calmodulin-dependent kinase is essential for both growth and nuclear division in Aspergillus nidulans. Mol. Biol. Cell. 1996, 7, 1511–1519. [Google Scholar] [CrossRef] [PubMed]
  27. Joseph, J.D.; Means, A.R. Identification and characterization of two Ca2+/CaM-dependent protein kinases required for normal nuclear division in Aspergillus nidulans. J. Biol. Chem. 2000, 275, 38230–38238. [Google Scholar] [CrossRef] [Green Version]
  28. Rasmussen, C.D. Cloning of a calmodulin kinase I homologue from Schizosaccharomyces pombe. J. Biol. Chem. 2000, 275, 685–690. [Google Scholar] [CrossRef] [Green Version]
  29. Kaneko, K.; Yamada, Y.; Sueyoshi, N.; Watanabe, A.; Asada, Y.; Kameshita, I. Novel Ca2+/calmodulin-dependent protein kinase expressed in actively growing mycelia of the basidiomycetous mushroom Coprinus cinereus. Biochim. Biophys. Acta 2009, 1790, 71–79. [Google Scholar] [CrossRef]
  30. Liu, X.; Lu, J.; Dong, B.; Gu, Y.; Lin, F. Disruption of MoCMK1, encoding a putative calcium/calmodulin-dependent kinase, in Magnaporthe oryzae. Microbiol. Res. 2010, 165, 402–410. [Google Scholar] [CrossRef]
  31. Jiao, M.; Yu, D.; Tan, C.; Guo, J.; Lan, D.; Han, E.; Qi, T.; Voegele, R.T.; Kang, Z.; Guo, J. Basidiomycete-specific PsCaMKL1 encoding a CaMK-like protein kinase is required for full virulence of Puccinia striiformis f. sp. tritici. Environ. Microbiol. 2017, 19, 4177–4189. [Google Scholar] [CrossRef]
  32. Ding, X.; Yu, Q.; Zhang, B.; Xu, N.; Jia, C.; Dong, Y.; Chen, Y.; Xing, L.; Li, M. The type II Ca2+/calmodulin-dependent protein kinases are involved in the regulation of cell wall integrity and oxidative stress response in Candida albicans. Biochem. Biophys. Res. Commun. 2014, 446, 1073–1078. [Google Scholar] [CrossRef] [PubMed]
  33. Wu, C.; Zhu, G.; Ding, Q.; Zhou, P.; Liu, L.; Chen, X. CgCmk1 activates CgRds2 to resist low-pH stress in Candida glabrata. Appl. Environ. Microbiol. 2020, 86, e00302-20. [Google Scholar] [CrossRef] [PubMed]
  34. Feng, J.; Shan, A.; Hu, J.; Cao, Z.; Lv, R.; Feng, J. Genetic interaction between Ptc2 and protein phosphatase 4 (PP4) in the regulation of DNA damage response and virulence in Candida albicans. FEMS Yeast Res. 2019, 19, foz075. [Google Scholar] [CrossRef] [PubMed]
  35. Peroumal, D.; Manohar, K.; Patel, S.K.; Kumari, P.; Sahu, S.R.; Acharya, N. Virulence and pathogenicity of a Candida albicans mutant with reduced filamentation. Cell. Microbiol. 2019, 21, e13103. [Google Scholar] [CrossRef]
  36. Jenull, S.; Tscherner, M.; Gulati, M.; Nobile, C.J.; Chauhan, N.; Kuchler, K. The Candida albicans HIR histone chaperone regulates the yeast-tohyphae transition by controlling the sensitivity to morphogenesis signals. Sci. Rep. 2017, 7, 8308. [Google Scholar] [CrossRef] [Green Version]
  37. Zhang, T.; Cao, Q.; Li, N.; Liu, D.; Yuan, Y. Transcriptome analysis of fungicide responsive gene expression profiles in two Penicillium italicum strains with different response to the sterol demethylation inhibitor (DMI) fungicide prochloraz. BMC Genom. 2020, 21, 156. [Google Scholar] [CrossRef] [Green Version]
  38. Wu, Z.; Wang, S.; Yuan, Y.; Zhang, T.; Liu, J.; Liu, D. A novel major facilitator superfamily transporter in Penicillium digitatum (PdMFS2) is required for prochloraz resistance, conidiation and full virulence. Biotechnol. Lett. 2016, 38, 1349–1357. [Google Scholar] [CrossRef]
  39. Ballester, A.; Marcet-Houben, M.; Levin, E.; Sela, N.; Selma-Lázaro, C.; Carmona, L.; Wisniewski, M.; Droby, S.; González-Candelas, L.; Gabaldón, T. Genome, transcriptome, and functional analyses of Penicillium expansum provide new insights into secondary metabolism and pathogenicity. Mol. Plant-Microbe Interact. 2015, 28, 232–248. [Google Scholar] [CrossRef] [Green Version]
  40. Trapnell, C.; Pachter, L.; Salzberg, S.L. TopHat: Discovering splice junctions with RNA-Seq. Bioinformatics 2009, 25, 1105–1111. [Google Scholar] [CrossRef]
  41. Langmead, B.; Salzberg, S.L. Fast gapped-read alignment with bowtie 2. Nat. Methods 2012, 9, 357. [Google Scholar] [CrossRef] [Green Version]
  42. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2−ΔΔCT method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef] [PubMed]
  43. Ohya, Y.; Kawasaki, H.; Suzukis, K.; Londesborough, J.; Anraku, Y. Two yeast genes encoding calmodulin-dependent protein kinases. Isolation, sequencing and bacterial expressions of CMK1 and CMK2. J. Biol. Chem. 1991, 266, 12784–12794. [Google Scholar] [CrossRef]
  44. Melcher, L.; Thorner, J. Identification and characterization of the CLK1 gene product, a novel CaM kinase-like protein kinase from the yeast Saccharomyces cerevisiae. J. Biol. Chem. 1996, 271, 29958–29968. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. Kornstein, L.B.; Gaiso, M.L.; Hammell, R.L.; Bartelt, D.C. Cloning and sequence determination of a cDNA encoding Aspergillus nidulans calmodulin-dependent multifunctional protein kinase. Gene 1992, 113, 75–82. [Google Scholar] [CrossRef]
  46. Kim, Y.; Li, D.; Kolattukudy, P.E. Induction of Ca2+-Calmodulin signaling by hard-surface contact primes Colletotrichum gloeosporioides conidia to germinate and form appressoria. J. Bacteriol. 1998, 180, 5144–5150. [Google Scholar] [CrossRef] [Green Version]
  47. Valle-Aviles, L.; Valentin-Berrios, S.; Gonzalez-Mendez, R.R.; Rodriguez-del, V.N. Functional, genetic and bioinformatic characterization of a calcium/calmodulin kinase gene in Sporothrix schenckii. BMC Microbiol. 2007, 7, 107. [Google Scholar] [CrossRef] [Green Version]
  48. Yang, Y.; Cheng, P.; Zhi, G.; Liu, Y. Identification of a calcium/calmodulin-dependent protein kinasethat phosphorylates the Neurospora circadian clock protein FREQUENCY. J. Biol. Chem. 2001, 276, 41064–41072. [Google Scholar] [CrossRef] [Green Version]
  49. Kumar, R.; Tamuli, R. Calcium/calmodulin-dependent kinases are involved in growth, thermotolerance, oxidative stress survival, and fertility in Neurospora crassa. Arch. Microbiol. 2014, 196, 295–305. [Google Scholar] [CrossRef]
  50. Braun, A.P.; Schulman, H. The multifunctional calcium/calmodulin-dependent protein kinase: From form to function. Annu. Rev. Physiol. 1995, 57, 417–445. [Google Scholar] [CrossRef]
  51. Hook, S.S.; Means, A.R. Ca2+/CaM-dependent kinases: From activation to function. Annu. Rev. Pharmacol. 2001, 41, 471–505. [Google Scholar] [CrossRef]
  52. Dayton, J.S.; Sumi, M.; Nanthakumar, N.N.; Means, A.R. Expression of a constitutively active Ca2+/calmodulin-dependent kinase in Aspergillus nidulans spores prevents germination and entry into the cell cycle. J. Biol. Chem. 1997, 272, 3223–3230. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  53. Crespo, A.; Gavaldà, J.; Julián, E.; Torrents, E. A single point mutation in class III ribonucleotide reductase promoter renders Pseudomonas aeruginosa PAO1 inefficient for anaerobic growth and infection. Sci. Rep. 2017, 7, 13350. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  54. Tenorio-Gómez, M.; de Sena-Tomás, C.; Pérez-Martín, J. MRN- and 9-1-1-independent activation of the ATR-Chk1 pathway during the Induction of the virulence program in the phytopathogen Ustilago maydis. PLoS ONE 2015, 10, e0137192. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  55. Kelliher, C.M.; Haase, S.B. Connecting virulence pathways to cell-cycle progression in the fungal pathogen Cryptococcus neoformans. Curr. Genet. 2017, 63, 803–811. [Google Scholar] [CrossRef]
  56. González-Rodríguez, V.E.; Liñeiro, E.; Colby, T.; Harzen, A.; Garrido, C.; Cantoral, J.M.; Schmidt, J.; Fernández-Acero, F.J. Proteomic profiling of Botrytis cinerea conidial germination. Arch. Microbiol. 2015, 197, 117–133. [Google Scholar] [CrossRef]
  57. Wang, Z.; Ma, T.; Huang, Y.; Wang, J.; Chen, Y.; Kistler, H.C.; Ma, Z.; Yin, Y. A fungal ABC transporter FgAtm1 regulates iron homeostasis via the transcription factor cascade FgAreA-HapX. PLoS Pathog. 2019, 15, e1007791. [Google Scholar] [CrossRef]
  58. Edlind, T.; Smith, L.; Henry, K.; Katiyar, S.; Nickels, J. Antifungal activity in Saccharomyces cerevisiae is modulated by calcium signalling. Mol. Microbiol. 2002, 46, 257–268. [Google Scholar] [CrossRef]
  59. Li, Y.; Zhang, Y.; Lu, L. Calcium signaling pathway is involved in non-CYP51 azole resistance in Aspergillus fumigatus. Med. Mycol. 2019, 57, S233–S238. [Google Scholar] [CrossRef]
  60. Squizani, E.D.; Reuwsaat, J.C.V.; Motta, H.; Tavanti, A.; Kmetzsch, L. Calcium: A central player in Cryptococcus biology. Fungal Biol. Rev. 2021, 36, 27–41. [Google Scholar] [CrossRef]
  61. Märquez, J.A.; Serrano, R. Multiple transduction pathways regulate the sodium-extrusion gene PMR2/ENA1 during salt stress in yeast. FEBS Lett. 1996, 382, 89–92. [Google Scholar] [CrossRef] [Green Version]
  62. Xu, H.; Fang, T.; Yan, H.; Jiang, L. The protein kinase Cmk2 negatively regulates the calcium/calcineurin signalling pathway and expression of calcium pump genes PMR1 and PMC1 in budding yeast. Cell Commun. Signal. 2019, 17, 7. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Solomon, P.S.; Waters, O.D.; Jörgens, C.I.; Lowe, R.G.; Rechberger, J.; Trengove, R.D.; Oliver, R.P. Mannitol is required for asexual sporulation in the wheat pathogen Stagonospora nodorum (glume blotch). Biochem. J. 2006, 399, 231–239. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  64. Van Long, N.N.; Vasseur, V.; Coroller, L.; Dantigny, P.; Le Panse, S.; Weill, A.; Mounier, J.; Rigalma, K. Temperature, water activity and pH during conidia production affect the physiological state and germination time of Penicillium species. Int. J. Food Microbiol. 2017, 241, 151–160. [Google Scholar] [CrossRef] [PubMed]
  65. Calmes, B.; Guillemette, T.; Teyssier, L.; Siegler, B.; Pigné, S.; Landreau, A.; Iacomi, B.; Lemoine, R.; Richomme, P.; Simoneau, P. Role of mannitol metabolism in the pathogenicity of the necrotrophic fungus Alternaria brassicicola. Front. Plant Sci. 2013, 13, 131. [Google Scholar] [CrossRef] [Green Version]
Figure 1. Multiple sequence alignments of fungal calcium/calmodulin-dependent protein kinases (CaMKs). Amino acid sequence of CaMKs from the selected fungi (Table S2) were compared using the software ClustalX 2.1 and GeneDoc. Conserved amino acid residues are indicated in black (100%), dark gray (>80%), and light gray (>60%). I–XI represents conserved CaMK domains. The asterisk (*) indicates the middle position between two neighboring numbers above the selected sequences.
Figure 1. Multiple sequence alignments of fungal calcium/calmodulin-dependent protein kinases (CaMKs). Amino acid sequence of CaMKs from the selected fungi (Table S2) were compared using the software ClustalX 2.1 and GeneDoc. Conserved amino acid residues are indicated in black (100%), dark gray (>80%), and light gray (>60%). I–XI represents conserved CaMK domains. The asterisk (*) indicates the middle position between two neighboring numbers above the selected sequences.
Jof 08 00667 g001
Figure 2. Phylogenetic analysis of PiCaMK1 among fungal CaMKs. Phylogenetic analysis of the CaMKs from the selected fungi (Table S3) was performed using the minimum evolution method with 500 bootstrap replications in the phylogeny test by MEGA7.0 software. CaMKs are described by Genbank accession number, organism, and phylum. Bars indicate the scale of genetic distances. The red star indicates the position of PiCaMK1 in this study.
Figure 2. Phylogenetic analysis of PiCaMK1 among fungal CaMKs. Phylogenetic analysis of the CaMKs from the selected fungi (Table S3) was performed using the minimum evolution method with 500 bootstrap replications in the phylogeny test by MEGA7.0 software. CaMKs are described by Genbank accession number, organism, and phylum. Bars indicate the scale of genetic distances. The red star indicates the position of PiCaMK1 in this study.
Jof 08 00667 g002
Figure 3. Construction and verification of PiCaMK1-knockout and -complementation mutants. (A) Schematic diagram to construct the PiCaMK1-knockout and -complementation mutants. (B) Image of DNA fragments amplified from genomic DNA of the control and the PiCaMK1-knockout mutants (ΔPiCaMK1). M: DNA marker DS5000; lanes 1, 5, and 9: PCR fragments with primers PiCaMK1-Ko-F/R; lanes 2, 6, and 10: PCR fragments with primers Hyg-F/R; lanes 3, 7, and 11: PCR fragments with primers PiCaMK1-Diag-F/R; lanes 4, 8, and 12: PCR fragments with primers PiCaMK1-L-F and PiCaMK1-R-R. (C) Image of DNA fragments amplified from genomic DNA of the control and the ΔPiCaMK1COM strains. M: DNA marker DS5000; lanes 1, 2, and 3: PCR fragments with primers PiCaMK1-COM-F/R. (D) Southern blot hybridization of fungal genomic DNA after digestion with Xba I. The digested DNA fragments were electrophoresed in an agarose gel, then blotted to a nylon membrane, and finally hybridized to a PiCaMK1-specific probe (310 bp in size). M: DIG-labeled DNA marker; lanes 1, 2, and 3: the control, ΔPiCaMK1, and ΔPiCaMK1COM.
Figure 3. Construction and verification of PiCaMK1-knockout and -complementation mutants. (A) Schematic diagram to construct the PiCaMK1-knockout and -complementation mutants. (B) Image of DNA fragments amplified from genomic DNA of the control and the PiCaMK1-knockout mutants (ΔPiCaMK1). M: DNA marker DS5000; lanes 1, 5, and 9: PCR fragments with primers PiCaMK1-Ko-F/R; lanes 2, 6, and 10: PCR fragments with primers Hyg-F/R; lanes 3, 7, and 11: PCR fragments with primers PiCaMK1-Diag-F/R; lanes 4, 8, and 12: PCR fragments with primers PiCaMK1-L-F and PiCaMK1-R-R. (C) Image of DNA fragments amplified from genomic DNA of the control and the ΔPiCaMK1COM strains. M: DNA marker DS5000; lanes 1, 2, and 3: PCR fragments with primers PiCaMK1-COM-F/R. (D) Southern blot hybridization of fungal genomic DNA after digestion with Xba I. The digested DNA fragments were electrophoresed in an agarose gel, then blotted to a nylon membrane, and finally hybridized to a PiCaMK1-specific probe (310 bp in size). M: DIG-labeled DNA marker; lanes 1, 2, and 3: the control, ΔPiCaMK1, and ΔPiCaMK1COM.
Jof 08 00667 g003
Figure 4. PiCaMK1 is required for the P. italicum vegetative growth and conidiation. (A) Images of the control, ΔPiCaMK1, and ΔPiCaMK1COM strains grown on potato dextrose agar (PDA) for 7 days. (B) Vegetative growth rates of the control, ΔPiCaMK1, and ΔPiCaMK1COM strains grown on PDA. (C) Conidia yield quantification of the different P. italicum strains grown on PDA for 6 days. The data presented are the mean and standard deviation of three independent experiments with at least three replicates (** p < 0.01).
Figure 4. PiCaMK1 is required for the P. italicum vegetative growth and conidiation. (A) Images of the control, ΔPiCaMK1, and ΔPiCaMK1COM strains grown on potato dextrose agar (PDA) for 7 days. (B) Vegetative growth rates of the control, ΔPiCaMK1, and ΔPiCaMK1COM strains grown on PDA. (C) Conidia yield quantification of the different P. italicum strains grown on PDA for 6 days. The data presented are the mean and standard deviation of three independent experiments with at least three replicates (** p < 0.01).
Jof 08 00667 g004
Figure 5. PiCaMK1 is required for the P. italicum full virulence. (A) Images of virulence assays on the postharvest citrus fruits infected by the control, ΔPiCaMK1, and ΔPiCaMK1COM strains. The postharvest citrus fruits were inoculated with 10 µL of conidial suspension (1 × 107 conidia·mL−1) from the different P. italicum strains, and the lesion size was determined at 6 days post-inoculation (dpi). (B) Quantification of the lesion size on the citrus fruits. The data presented are the mean and standard deviation of three independent experiments with at least three replicates (** p < 0.01).
Figure 5. PiCaMK1 is required for the P. italicum full virulence. (A) Images of virulence assays on the postharvest citrus fruits infected by the control, ΔPiCaMK1, and ΔPiCaMK1COM strains. The postharvest citrus fruits were inoculated with 10 µL of conidial suspension (1 × 107 conidia·mL−1) from the different P. italicum strains, and the lesion size was determined at 6 days post-inoculation (dpi). (B) Quantification of the lesion size on the citrus fruits. The data presented are the mean and standard deviation of three independent experiments with at least three replicates (** p < 0.01).
Jof 08 00667 g005
Figure 6. PiCaMK1 is not required for the P. italicum resistance to the DMI fungicides. (A) Images of the P. italicum growth on the PDA plates with the increasing DMI-fungicide concentrations. DMI fungicides prochloraz and imazalil were used in the experiments. Mycelial plugs from the control, ΔPiCaMK1, and ΔPiCaMK1COM colonies were cultivated individually on a PDA medium with the indicated concentrations of DMI fungicides, i.e., prochloraz and imazalil, respectively, and the fungal colony diameters were recorded at 6 dpi at 28 °C. (B) Prochloraz EC50 assays. (C) Imazalil EC50 assays. The data presented are the mean and standard deviation of three independent experiments with at least three replicates.
Figure 6. PiCaMK1 is not required for the P. italicum resistance to the DMI fungicides. (A) Images of the P. italicum growth on the PDA plates with the increasing DMI-fungicide concentrations. DMI fungicides prochloraz and imazalil were used in the experiments. Mycelial plugs from the control, ΔPiCaMK1, and ΔPiCaMK1COM colonies were cultivated individually on a PDA medium with the indicated concentrations of DMI fungicides, i.e., prochloraz and imazalil, respectively, and the fungal colony diameters were recorded at 6 dpi at 28 °C. (B) Prochloraz EC50 assays. (C) Imazalil EC50 assays. The data presented are the mean and standard deviation of three independent experiments with at least three replicates.
Jof 08 00667 g006
Figure 7. Effects of PiCaMK1 on stress tolerance of the P. italicum to KCl, NaCl, D-mannitol, and H2O2. (A) Images of the P. italicum growth on the PDA plates with the increasing concentrations of NaCl, KCl, D-mannitol, and H2O2, respectively. The mycelial plug operation and cultivation process were as described in Figure 6 legend. (B) The effects of NaCl on the relative growth of the different P. italicum strains, i.e., the control, ΔPiCaMK1, and ΔPiCaMK1COM strains. (C) The effects of KCl on the relative growth of the different P. italicum strains. (D) The effects of D-mannitol on the relative growth of the different P. italicum strains. (E) The effects of H2O2 on the relative growth of the different P. italicum strains. The data presented are the mean and standard deviation of three independent experiments with at least three replicates.
Figure 7. Effects of PiCaMK1 on stress tolerance of the P. italicum to KCl, NaCl, D-mannitol, and H2O2. (A) Images of the P. italicum growth on the PDA plates with the increasing concentrations of NaCl, KCl, D-mannitol, and H2O2, respectively. The mycelial plug operation and cultivation process were as described in Figure 6 legend. (B) The effects of NaCl on the relative growth of the different P. italicum strains, i.e., the control, ΔPiCaMK1, and ΔPiCaMK1COM strains. (C) The effects of KCl on the relative growth of the different P. italicum strains. (D) The effects of D-mannitol on the relative growth of the different P. italicum strains. (E) The effects of H2O2 on the relative growth of the different P. italicum strains. The data presented are the mean and standard deviation of three independent experiments with at least three replicates.
Jof 08 00667 g007
Figure 8. Transcriptome analysis of the differentially expressed genes (DEGs) between the control and ΔPiCaMK1 strains. (A) Clustering (heatmap) analysis of the DEGs. (B) Volcano plot analysis of the DEGs. (C) MA plot analysis of the DEGs.
Figure 8. Transcriptome analysis of the differentially expressed genes (DEGs) between the control and ΔPiCaMK1 strains. (A) Clustering (heatmap) analysis of the DEGs. (B) Volcano plot analysis of the DEGs. (C) MA plot analysis of the DEGs.
Jof 08 00667 g008
Figure 9. KEGG enrichment of the DEGs between the control and ΔPiCaMK1 strains. (A) Up-regulated DEGs. (B) Down-regulated DEGs. Each scatter plot in panel (A) or (B) shows the top 20 KEGG pathways enriched, and the red color indicates the most significant enrichment.
Figure 9. KEGG enrichment of the DEGs between the control and ΔPiCaMK1 strains. (A) Up-regulated DEGs. (B) Down-regulated DEGs. Each scatter plot in panel (A) or (B) shows the top 20 KEGG pathways enriched, and the red color indicates the most significant enrichment.
Jof 08 00667 g009
Figure 10. RT-qPCR validation of DEGs identified in the present transcriptome analysis. The experiments were performed in triplicate with three technical repeats, and the results were expressed as relative transcript abundance with mean ± SD. One-way ANOVA and the least significant difference (LSD) test were applied to statistics analysis (** p < 0.01).
Figure 10. RT-qPCR validation of DEGs identified in the present transcriptome analysis. The experiments were performed in triplicate with three technical repeats, and the results were expressed as relative transcript abundance with mean ± SD. One-way ANOVA and the least significant difference (LSD) test were applied to statistics analysis (** p < 0.01).
Jof 08 00667 g010aJof 08 00667 g010b
Table 1. KEGG-enriched DEGs down-regulated in the PiCaMK1-knockout mutant.
Table 1. KEGG-enriched DEGs down-regulated in the PiCaMK1-knockout mutant.
KEGG Pathway (ID)Gene IDGene FunctionLog2 * FCFDR
DNA replication (ko03030)EKV13547DNA primase (large subunit)−7.571.06 × 10−5
EKV11776DNA replication licensing factor Mcm6−2.133.01 × 10−7
EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV08814DNA polymerase ε (catalytic subunit)−1.492.40 × 10−4
EKV11198DNA replication licensing factor Mcm3−1.193.90 × 10−5
EKV17606Replication factor-a protein−1.142.22 × 10−3
EKV16128DNA replication licensing factor Mcm2−1.082.62 × 10−5
Cell cycle (ko04111)EKV11033Condensin complex subunit (HEAT-like repeat)−4.111.19 × 10−3
EKV11776DNA replication licensing factor Mcm6−2.133.01 × 10−7
EKV17483Cell-cycle checkpoint protein kinase (DNA damage response protein kinase)−2.121.27 × 10−10
EKV19093Nuclear condensin complex Smc2 (structural maintenance of chromosome)−1.517.96 × 10−8
EKV04214Replication checkpoint protein (MRC1-like domain)−1.381.92 × 10−3
EKV16186Mitotic spindle checkpoint protein (Mad2)−1.273.21 × 10−3
EKV11198DNA replication licensing factor Mcm3−1.193.90 × 10−5
EKV16749Condensin complex subunit 1−1.103.82 × 10−4
EKV16128DNA replication licensing factor Mcm2−1.082.62 × 10−5
Purine metabolism (ko00230)EKV04683Xanthine dehydrogenase HxA−7.571.06 × 10−5
EKV13547DNA primase (large subunit)−7.571.06 × 10−5
EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV19574Ribonucleoside-diphosphate reductase−1.532.12 × 10−5
EKV08814DNA polymerase ε (catalytic subunit)−1.492.40 × 10−4
EKV15599Ribonucleotide reductase RnrA−1.131.08 × 10−5
EKV16890DNA-directed RNA polymerase III−1.121.81 × 10−4
EKV07940Adenylate cyclase−1.012.19 × 10−4
Pyrimidine metabolism (ko00240)EKV07761Uracil phosphoribosyltransferase−10.481.79 × 10−32
EKV13547DNA primase (large subunit)−7.571.06 × 10−5
EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV19574Ribonucleoside-diphosphate reductase−1.532.12 × 10−5
EKV08814DNA polymerase ε (catalytic subunit)−1.492.40 × 10−4
EKV15599Ribonucleotide reductase RnrA−1.131.08 × 10−5
EKV16890DNA-directed RNA polymerase III−1.121.81 × 10−4
Base excision repair (ko03410)EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV08814DNA polymerase ε (catalytic subunit)−1.492.40 × 10−4
EKV07371Formamidopyrimidine-DNA glycosylase−1.335.95 × 10−5
Nucleotide excision repair (ko03420)EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV08814DNA polymerase ε (catalytic subunit)−1.492.40 × 10−4
EKV15299DNA repair protein RAD1−1.396.80 × 10−7
EKV17606Replication factor-a protein−1.141.22 × 10−3
Mismatch repair (ko03430)EKV18089DNA polymerase δ (catalytic subunit)−1.535.95 × 10−5
EKV17606Replication factor-a protein−1.141.22 × 10−3
Meiosis (ko04113)EKV11776DNA replication licensing factor Mcm6−2.133.01 × 10−7
EKV16186Mitotic spindle checkpoint protein (Mad2)−1.273.21 × 10−3
EKV11198DNA replication licensing factor Mcm3−1.193.90 × 10−5
EKV16128DNA replication licensing factor Mcm2−1.082.62 × 10−5
EKV07940Adenylate cyclase−1.012.19 × 10−4
MAPK signaling pathway (ko04011)EKV17484Phosphatidylinositol 4-kinase−1.623.94 × 10−6
Oxidative phosphorylation (ko00190)EKV05405Cytochrome c oxidase assembly protein−7.433.13 × 10−5
EKV18906Mitochondrial F1/F0-ATP synthase−4.603.19 × 10−21
Carotenoid biosynthesis (ko00906)EKV07272Aldehyde dehydrogenase (β-apo-4′-carotenal oxygenase)−7.289.59 × 10−5
Glutathione metabolism (ko00480)EKV19574Ribonucleoside-diphosphate reductase−1.532.12 × 10−5
EKV15599Ribonucleotide reductase RnrA−1.131.08 × 10−5
Cysteine and methionine metabolism (ko00270)EKV06483Cysteine synthase A−9.772.13 × 10−22
Sulfur metabolism (ko00920)EKV06483Cysteine synthase A−9.772.13 × 10−22
EKV18475Assimilatory sulfite reductase−1.735.56 × 10−3
Starch and sucrose metabolism (ko00500)EKV04855Oligo-1,6-glucosidase (α-amylase or maltase)−3.093.67 × 10−6
Amino sugar and nucleotide sugar metabolism (ko00520)EKV05685Glucosamine-6-phosphate deaminase−12.861.32 × 10−83
EKV11299NADH-cytochrome b5 reductase−1.591.52 × 10−8
EKV15950Chitin synthase A/B−1.195.23 × 10−4
Biosynthesis of amino acids (ko01230)EKV06483Cysteine synthase A−9.772.13 × 10−22
EKV17406Catabolic 3-dehydroquinase−1.269.29 × 10−5
Protein processing in endoplasmic reticulum (ko04141)EKV13467DnaJ-related protein SCJ1−8.531.19 × 10−10
EKV14522Polyubiquitin binding protein (Doa1/Ufd3)−1.681.34 × 10−9
EKV14057Heat shock protein 90 (HSP90)−1.338.03 × 10−7
EKV13033Heat shock 70 kDa protein (HSP70)−1.092.44 × 10−6
EKV13686Nuclear protein localization protein (NPL4 family)−1.046.08 × 10−4
Endocytosis (ko04144)EKV18650Phospholipase D−9.351.16 × 10−17
PHI26_NewGene_31Vacuolar protein sorting-associated protein (VHS domain)−1.574.21 × 10−8
PHI26_NewGene_32Vacuolar protein sorting-associated protein (FYVE-like protein)−1.105.12 × 10−3
EKV13033Heat shock 70 kDa protein (HSP70)−1.092.44 × 10−6
* FC = Fold Change; FDR, False Discovery Rate (i.e., the corrected p-value also named q-value).
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Li, G.; Liu, S.; Wu, L.; Wang, X.; Cuan, R.; Zheng, Y.; Liu, D.; Yuan, Y. Characterization and Functional Analysis of a New Calcium/Calmodulin-Dependent Protein Kinase (CaMK1) in the Citrus Pathogenic Fungus Penicillium italicum. J. Fungi 2022, 8, 667. https://doi.org/10.3390/jof8070667

AMA Style

Li G, Liu S, Wu L, Wang X, Cuan R, Zheng Y, Liu D, Yuan Y. Characterization and Functional Analysis of a New Calcium/Calmodulin-Dependent Protein Kinase (CaMK1) in the Citrus Pathogenic Fungus Penicillium italicum. Journal of Fungi. 2022; 8(7):667. https://doi.org/10.3390/jof8070667

Chicago/Turabian Style

Li, Guoqi, Shaoting Liu, Lijuan Wu, Xiao Wang, Rongrong Cuan, Yongliang Zheng, Deli Liu, and Yongze Yuan. 2022. "Characterization and Functional Analysis of a New Calcium/Calmodulin-Dependent Protein Kinase (CaMK1) in the Citrus Pathogenic Fungus Penicillium italicum" Journal of Fungi 8, no. 7: 667. https://doi.org/10.3390/jof8070667

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