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Article

Exploration of Genetic Variants within the Goat A-Kinase Anchoring Protein 12 (AKAP12) Gene and Their Effects on Growth Traits

by
Yangyang Bai
1,2,3,†,
Rongrong Yuan
1,3,†,
Yunyun Luo
2,
Zihong Kang
2,
Haijing Zhu
1,3,4,
Lei Qu
1,3,4,
Xianyong Lan
2,* and
Xiaoyue Song
1,3,4,*
1
Shaanxi Provincial Engineering and Technology Research Center of Cashmere Goats, Yulin University, Yulin 719000, China
2
Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China
3
Life Science Research Center, Yulin University, Yulin 719000, China
4
Shaanxi Province “Four Subjects One Union” Sheep and Goat Engineering & Technology University & Enterprise Alliance Research Center, Yulin 719000, China
*
Authors to whom correspondence should be addressed.
†
These authors equally contributed to this work.
Animals 2021, 11(7), 2090; https://doi.org/10.3390/ani11072090
Submission received: 27 May 2021 / Revised: 9 July 2021 / Accepted: 9 July 2021 / Published: 14 July 2021
(This article belongs to the Special Issue The Impact of Genetic Parameters on Complex Traits of Livestock)
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Abstract

:

Simple Summary

AKAP12, the family of A-kinase anchoring proteins (AKAPs), plays an important role in the regulation of growth and development. There have been no corresponding studies of the effect of the AKAP12 gene on growth traits in goats. In our previous study, 7 bp (intron 3) and 13 bp (3′UTR) indels within the AKAP12 gene significantly influenced AKAP12 gene expression. This study expected to identify the association between these two genetic variations and growth-related traits in 1405 Shaanbei white cashmere (SBWC) goats. The P1–7 bp indel locus was significantly correlated with height at hip cross (HHC; p < 0.05) and the P2–13 bp indel locus was associated with body weight, body length, chest depth, chest width, hip width, chest circumference and cannon (bone) circumference in SBWC goats (p < 0.05). These results prove that the AKAP12 gene plays an important role in the growth and development of goats.

Abstract

The A-kinase anchoring protein 12 gene (AKAP12) is a scaffold protein, which can target multiple signal transduction effectors, can promote mitosis and cytokinesis and plays an important role in the regulation of growth and development. In our previous study, P1–7 bp (intron 3) and P2–13 bp (3′UTR) indels within the AKAP12 gene significantly influenced AKAP12 gene expression. Therefore, this study aimed to identify the association between these two genetic variations and growth-related traits in Shaanbei white cashmere goats (SBWC) (n = 1405). Herein, we identified two non-linkage insertions/deletions (indels). Notably, we found that the P1–7 bp indel mutation was related to the height at hip cross (HHC; p < 0.05) and the P2–13 bp indel was associated with body weight, body length, chest depth, chest width, hip width, chest circumference and cannon (bone) circumference in SBWC goats (p < 0.05). Overall, the two indels’ mutations of AKAP12 affected growth traits in goats. Compared to the P1–7 bp indel, the P2–13 bp indel is more suitable for the breeding of goat growth traits.

1. Introduction

The Shaanbei white cashmere (SBWC) goat is among the well-known breeds for both cashmere and meat in Northwest China. Today, the population of SBWC goats in Yulin is nearly 10 million. As important economic traits, breeders are concerned with growth traits [1]. The traditional breeding interval is long, and the selection intensity, selection efficiency and accuracy must be improved. Molecular marker-assisted selection (MAS) is among the most accurate and repaid methods which could satisfy the need to screen genes and consider the relationship between polymorphisms and growth-related traits. Herein, we propose that establishing an MAS system will speed up the development of goat breeding [2]. Insertion/deletion (indel) is characteristically widely distributed, highly polymorphic, stable and an easy to analyze [3]. It can be applied to the identification of functional genes that control traits, which is conducive to the further development and utilization of excellent genes, and is widely used in the fields of animal and plant population genetic analysis, molecular assisted breeding and human forensic genetics [4,5,6].
A-Kinase anchoring protein 12 (AKAP12) was initially identified in patients with myasthenia gravis [7] and was a known tumor suppressor [8,9,10]. AKAP12 is a scaffold protein gene, which can target multiple signal transduction effectors, such as protein kinase A (PKA) and extracellular signal regulated kinase (ERK) [11]. Importantly, it is also plays a role in mitogenic regulatory activity and has a role in the control of both cell signaling and cytoskeletal arrangement. For example, Coats et al. (2000) highlighted that SSeCKS causes rat aortic smooth muscle cells (RASM) to interact with the intracellular signaling pathways that control cytoskeleton remodeling and extracellular matrix remodeling after Ang II stimulation [12]. In addition, in adult mice, A-kinase anchoring protein 12 shows the highest expression in smooth and cardiac muscle, indicating that AKAP12 controls diverse developmental processes [13]. Kim et al. (2013) noticed that in the absence of AKAP12, zebrafish embryos had reduced locomotor activity; AKAP12 is critical for the development of locomotor behavior in zebrafish through its regulation of muscle cell morphogenesis and migration [14]. In 2019, Messad found that the AKAP12 gene is implicated in the regulation of cell development and muscle growth in pigs [15]. Furthermore, AKAP12 is a vital gene to the cAMP signal pathway, the process of mammalian development and growth. For example, the bone morphogenetic protein (BMP) receptor family (BMPs) and growth differentiation factor 9 (GDF9) genes, which are crucial to the cAMP signal pathway, were all significantly associated with animal growth traits [16,17]. Overall, all the above results indicate that AKAP12 plays an important role in the regulation of growth and development.
Our team discovered and determined 7 bp (intron 3) and 13 bp (3′UTR) indels in a previous study of the AKAP12 gene, and constructed the expression profile of AKAP12 gene in ruminants [18]. These two indel mutation sites probably change gene expression; first, because it is located in the 3′UTR region and can change the miRNA binding site, and second, it is an intron that can change the splicing of this gene or the binding sites of regulatory gene expression elements. Therefore, the purpose of this study was to explore and evaluate the effects of 7 bp and 13 bp indels on the growth traits of Shaanbei white cashmere goats. Thereby we also provide a theoretical basis for the application of molecular marker breeding in SBWC goats.

2. Materials and Methods

2.1. Ethics Statement

All animal tests performed in this study were conducted under the supervision and guidance of the Animal Welfare Committee of Northwestern Agricultural and Forestry University (NWAFU-314020038) and all procedures were in accordance with their specifications.

2.2. Animal Samples and Data Collection

Ear tissue samples from 1405 (2–3 years old) adult female Shaanbei white cashmere (SBWC) goats were selected. According to a family tree kept and recorded on the farm, there was no genetic relationship between individual goats. They were raised on a Shaanbei white cashmere goat farm in Shaanxi Province. All the goats were kept under standard conditions, including the same diet and feeding and management conditions [1,19]. The feeding programs were as follows: all the kids were continuously kept with their dams until weaning at the age of 3 months. Data on the growth traits of these goats, such as height at hip cross (HHC), chest width (CW), body weight (BW) body length (BL), chest depth (CD), hip width (HW), chest circumference (ChC) and cannon circumference (CC) were obtained.

2.3. Isolation of DNA

For these samples (n = 1405), Phenol-chloroform extraction method was used to extract genomic DNA from ear tissues [20,21]. The concentrations of 1405 samples were measured by a Nanodrop 2000 Spectrophotometer to assess DNA purity (A260/280 ratio) and quality, and were diluted to 10 ng/µL and frozen at −40 °C for further experiments.

2.4. Primer Design and Genotype Detection

P1–7 bp indel (NC_030816:g.83323del ACTGCTG, intron 3) and P2–13 bp indel (NC_ 030816.1: g.110266del TGGTCTTTTTGTG, 3′UTR) were detected in goats AKAP12 [18]. A 13 µL reaction mixture and amplification steps (touch down-PCR) were undertaken as per to our previous studies [22]. PCR amplification was performed with an initial denaturation at 95 °C for 5 min, followed by 18 cycles at 94 °C for 30 s, 68 °C to 50 °C for 30 s and 72 °C for 12 s; then, 34 cycles at 94 °C for 30 s, 50 °C for 30 s and 72 °C for 12 s, with a final extension at 72 °C for 10 min were performed. PCR products were detected by Sanger sequencing and electrophoresis in agarose gel at 3.5% concentration [23,24].

2.5. Statistical Analysis

The Hardy–Weinberg equilibrium (HWE) of the AKAP12 indels was examined using a chi-square (χ2) test. Nei’s method was used to calculate the genotype and allele frequencies [10]. The correlation between indels and growth traits was analyzed using a one-way ANOVA on SPSS software (version 24.0). Zhu’s methods were used to construct a linear model of the relationship between goat genotypes and each growth trait [25]. Statistical analysis showed that the age and birth season of goats had no significant influence on the growth of goats; thus, the age and birth season were not considered in the construction of the model.

2.6. Linkage Disequilibrium Analysis

Linkage disequilibrium (LD) analysis was performed on the P1–7 bp and P2–13 bp sites of genes using the SHEsis online platform (http://analysis.biox.cn/myAnalysis.php; accessed on 10 June 2021) [26]. The linkage degree (D’/r2) between the polymorphic loci was estimated as previously described [27]. In linkage disequilibrium analysis, the r2 value is preferred as an indication of the possible correlation between markers and the desired QTL, because it summarizes both recombination and mutation, and therefore represents a more statically accurate parameter when determining recombination differences. By contrast, when the sample size is too small, the actual meaning of the D’ value can easily be “exaggerated”, especially when the frequency of one of the alleles at a certain locus is very low [28].

3. Results

3.1. Indel Identification

Two indel loci were found to be polymorphic in SBWC goats and named P1–7 bp indel (NC_030816:g.83323del ACTGCTG, intron 3) and P2–13 bp indel (NC_ 030816.1: g.110266del TGGTCTTTTTGTG, 3′UTR) in the AKAP12 goats, respectively. The P1–7 bp and P2–13 bp indels displayed three genotypes: II (insertion/insertion), ID (insertion/deletion) and DD (deletion/deletion) (Figure 1). DNA sequencing results showed that the P1–7 bp and P2–13 bp mutation loci of the AKAP12 gene were polymorphic and could be detected by agarose gel electrophoresis and Sanger sequencing (Figure 1).

3.2. Analysis of Genetic Diversity

Allelic and genotypic frequencies were calculated for the two indels of AKAP12 (Table 1). The amount of polymorphism information (PIC) is an important indicator of the degree of DNA mutation. PIC is divided into high polymorphism (PIC ≥ 0.5), moderate polymorphism (0.25 ≤ PIC ≤ 0.5) and low polymorphism (PIC ≤ 0.25). The PIC values of P2–13 bp (PIC = 0.210) and P1–7 bp (PIC = 0.265) in the Shaanbei white cashmere goats tested in this study showed low polymorphism and moderate polymorphism respectively. The genotypic frequency of the P1–7 bp and P2–13 bp indel loci did not correlate with the Hardy–Weinberg equilibrium (HWE) (χ2 test, p < 0.05). This disequilibrium could be attributed to the artificial selection.

3.3. Linkage Disequilibrium (LD) Analysis

Based on the LD analysis results (Table 2; Figure 2), according to the D’ (D’ = 0.997) and r2 tests (r2 = 0.031) in the LD analysis, the P1–7 bp indel and the P2–13 bp indel loci were not closely linked in Shaanbei white cashmere goats.

3.4. Association Analysis of Indel Loci with Growth Traits in Goat

Table 3 shows the results of the correlations between the AKAP12 indel loci and body measurements in SBWC goats. The effects of different genotypes on these traits varied. The P2–13 bp indel was highly correlated with body weight (BW; p = 0.001) (Figure 3), body length (BL; p = 0.005), chest depth (CD; p = 6 × 10−6), chest width (CW; p = 3.18 × 10−4), hip width (HW; p = 1.8 × 10−5) chest circumference (ChC; p = 1.32 × 10−3) and cannon circumference (CC; p = 0.007) (Figure 4). Individuals with II genotype were displayed relatively higher BW, BL, CD, CW, HW, ChC and CC compared with that of genotypes ID and DD. The P1–7 bp indel was related to height at hip cross (HHC; p = 0.013) (Figure 4), not associated with body weight (BW; p = 0.522) (Figure 3) and the individuals with genotype DD had higher breeding values for HHC.

4. Discussion

Breeding can make use of livestock resources and poultry breeds by playing the role of a precious gene bank of fine breeds, thereby improving the quality and quantity of livestock products [29]. In addition, it can also cultivate new varieties of strains, improve overall production performance, provide high-quality livestock products and maintain an competitive advantage in the market [10,30]. Goat breeding accounts for a very large proportion in the production of animal husbandry. Goat breeding accounts for a very large proportion in China’s animal husbandry production. As a dual-use species for fluff, Shaanbei white cashmere goats have the largest breeding stock in Shaanxi [31,32,33]. Therefore, improving goat production performance has an important role in increasing economic income. As one of the most important economic characteristics of goats, growth traits must be improved, as there is a current problem of slow growth rates that must be solved [34]. With the development of biotechnology, breeders have been choosing to use marker-assisted selection (MAS) in goat breeding. It is extremely important to improve the accuracy and predictability of the selection of superior genotypes for quantitative traits in the breeding process. To date, many quantitative trait loci (QTLs) affecting important economic traits in goats have been found [19,35].
Importantly, reproductive traits, like some of the complex quantitative traits, are polygenic, involving multiple genes and loci; we hope to find key genes for improving goat production performance [36]. In a previous study of myostatin (MSTN), it was found that it acts as key points during the pre- and post-natal life of amniotes that ultimately determine the overall muscle mass of animals. Bi et al. used a large population of goats to find that 5 bp insertion/deletion (indel) in the 5’untranslated region (5’ UTR) of the goat MSTN gene is associated with growth traits [34]. The growth differentiation factor 9 (GDF9) gene is a candidate gene for high prolificacy in livestock, and a novel 12-bp indel located within the GDF9 gene significantly affected the growth traits [2]. This study hoped to explore the effects of two mutation sites in the AKAP12 gene on growth traits in a large population of goats.
AKAP12, the family of A-kinase anchoring proteins (AKAPs), is a protein with the ability to regulate signal transduction processes. Cellular processes are regulated by AKAP12 as a regulator of protein kinase A and protein kinase C signaling. AKAP12 has been implicated in a wide range of cell functions, including cytoskeletal architecture [37] and cell cycle regulation. Previous studies have reported that the main role of AKAP12’s involvement in regulating different cell cycle stages is to promote cell mitosis and cytokinesis while acting as a negative regulator during inappropriate cell cycle progression [38]. As a scaffolding protein, AKAP12 induces changes in cell shape and function during mesangial cell differentiation [39,40]. AKAP12, as a candidate gene, affects muscle development, and can affect a wide range of tissues and cell types through the downstream parts of the cAMP pathway, thereby regulating growth and development [15]. Previous studies have found that mutations of alleles of the APAK12 gene were closely related to the growth and reproduction of embryonic cancer [41]. Based on these findings, we speculated that AKAP12 was a candidate growth gene in goats.
To the best of our knowledge, there are no previous reports of goat AKAP12 polymorphisms and their functional effects on growth traits in goats. According to our scan results, there are two indels (P1–7 bp and P2–13 bp) within the goat AKAP12 gene. We took a large sample of 1405 SBWC goats as the research object, then used association analysis to explore the effects of the P1–7 bp and P2–13 bp indels of the AKAP12 gene on growth traits. After electrophoresis and sequencing verification, each locus had three genotypes (II, ID and DD). The results showed that the mutation had the greatest effect on growth traits. In the analyzed sample, we found three haplotypes; hap1, hap2 and hap3, with frequencies of 0.680, 0.115 and 0.205, respectively (Table 2). In addition, LD analysis results showed that the P1–7 bp and P2–13 bp loci were not closely linked to the LD (D’ = 0.997, r2 = 0.031 respectively), suggesting that there was a minimal historical recombination between the two loci [18]. The relationship between these two loci of the AKAP12 gene showed lower linkage disequilibrium, which is consistent with association analysis. The P1–7 bp and P2–13 bp loci were not correlated with the HWE (p < 0.05) due to the two mutations of AKAP12, the low frequency of allele I and the very low frequency of II genotype. Excessive and effective artificial selection is among the main reasons that the goat allelic of the indel locus do not correlate with the equilibrium. These two indels may be important genetic markers for goat breeding.
To analyze the association between indel loci and growth traits, we first used groups of 780 individuals, and only height at hip cross (HHC, p = 0.013) had a relationship with the P1–7 bp indel locus (p < 0.05). Interestingly, the P2–13 bp locus was consistently associated with body weight, body length, chest depth, chest width, hip width, chest circumference and cannon circumference in the same test groups (p < 0.05). Based on these data, we performed further analysis of the P1–13 bp indel among all individuals (1405) and found that the association with growth traits was retained (p < 0.05), with I alleles of the AKAP12 gene positively affecting growth. In the process of raising goats, it is of considerable importance to select individuals with a fast growth rate and large body size to maintain the economic situation of the goat industry. In this study, for the P2–13 bp indel, Insertion/Insertion carriers showed better body weight and growth traits than deletion/deletion and Insertion/Deletion genotyped individuals in adult female goat populations. Although China has abundant goat breeding resources, poor growth and inferior quality still impede mutton production. From this perspective, the P2–13 bp indel may be suited to further selection and breeding.
To date, many regulatory elements have been described in introns [42]. Additionally, gene introns may contain cis-regulatory elements that participate in tissue- or stage-specific gene expression [28]. For instance, a novel intronic indel in the HIAT1 gene has strong genetic effects on growth traits in goats [43]. A previous study [18] used RNA hybrids (http://bibiserv.techfak.uni-bielefeld.de/rnahybrid/ accessed on 19 January 2021) to predict miRNAs binding to the P2–13bp region. It was found that the miR–181 seed region could bind to the indel sequences. As we known, miRNAs can bind to the 3’-UTR of their target mRNAs to inhibit gene expression [44]. Therefore, we speculated that the P2–13 bp indel mutation might affect the goat growth traits by combining with miR–181.

5. Conclusions

The P1–7 bp and P2–13bp indels within the AKAP12 gene were verified and were found to be significantly associated with the growth traits of SBWC goats via association analysis. Moreover, AKAP12 could be regarded as an important genetic marker for goat breeding. Compared with the P1–7 bp indel, the P2–13 bp indel is more suitable for the breeding of goat growth traits.

Author Contributions

Resources, Y.B., R.Y., Y.L., Z.K., H.Z., L.Q.; Conducting experiment, Y.B., R.Y., Y.L., Z.K. Project administration, X.L. and X.S.; Data curation, Y.B., R.Y.; Writing—original draft, Y.B.; Writing—review & editing, X.L. and X.S. All authors have read and agreed to the published version of the manuscript.

Funding

This work was funded by the National Natural Science Foundation of China (No. 32060734) and the Postgraduate Innovation Fund Project of Yulin University (2020YLYCX17).

Institutional Review Board Statement

All animal tests performed in this study were conducted under the supervision and guidance oaf the Animal Welfare Committee of Northwestern Agricultural and Forestry University (NWAFU-314020038) and all procedures were in accordance with their specifications.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data are available upon request from corresponding author.

Acknowledgments

We are very grateful to Lei Qu and his team from Shaanxi Province Engineering & Technology Research Center of Cashmere Goats (Shaanxi, China), and Yulin University for their support of our test samples and data. We also much appreciated the Life Science Research Core Services (LSRCS) of Northwest A&F University (Northern Campus), providing us with the platform.

Conflicts of Interest

The authors have no conflict of interest with this reported study. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

References

  1. Wang, Z.; Zhang, X.; Jiang, E.; Yan, H.; Zhu, H.; Chen, H.; Liu, J.; Qu, L.; Pan, C.; Lan, X. InDels within caprine IGF2BP1 intron 2 and the 3′-untranslated regions are associated with goat growth traits. Anim. Genet. 2020, 51, 117–121. [Google Scholar] [CrossRef]
  2. Wang, X.; Yang, Q.; Wang, K.; Zhang, S.; Pan, C.; Chen, H.; Qu, L.; Yan, H.; Lan, X. A novel 12-bp indel polymorphism within the GDF9 gene is significantly associated with litter size and growth traits in goats. Anim. Genet. 2017, 48, 735–736. [Google Scholar] [CrossRef]
  3. Bai, Y.; Li, J.; Zhu, H.; Liu, J.; Dong, S.; Li, L.; Qu, L.; Chen, H.; Song, X.; Lan, X. Deletion mutation within the goat PPP3CA gene identified by GWAS significantly affects litter size. Reprod. Fertil. Dev. 2021, 33, 476–483. [Google Scholar] [CrossRef] [PubMed]
  4. Cavalcante, G.C.; De Moraes, M.R.; Valente, C.M.D.; Silva, C.S.; Modesto, A.A.C.; De Assumpção, P.B.; De Assumpção, P.P.; Santos, S.; Ribeiro-Dos-Santos, Â. Investigation of INDEL variants in apoptosis: The relevance to gastric cancer. BMC Med. Genet. 2020, 21, 1–6. [Google Scholar] [CrossRef] [PubMed]
  5. Feng, J.; Zhu, H.; Zhang, M.; Zhang, X.; Guo, L.; Qi, T.; Tang, H.; Wang, H.; Qiao, X.; Zhang, B.; et al. Development and utilization of an InDel marker linked to the fertility restorer genes of CMS-D8 and CMS-D2 in cotton. Mol. Biol. Rep. 2020, 47, 1275–1282. [Google Scholar] [CrossRef]
  6. Li, H.; Xu, H.; Akhatayeva, Z.; Liu, H.; Lin, C.; Han, X.; Lu, X.; Lan, X.; Zhang, Q.; Pan, C. Novel indel variations of the sheep FecB gene and their effects on litter size. Gene 2021, 767, 145176. [Google Scholar] [CrossRef]
  7. Gordon, T.; Grove, B.; Loftus, J.C.; O’Toole, T.; McMillan, R.; Lindstrom, J.; Ginsberg, M.H. Molecular cloning and preliminary characterization of a novel cytoplasmic antigen recognized by myasthenia gravis sera. J. Clin. Investig. 1992, 90, 992–999. [Google Scholar] [CrossRef] [Green Version]
  8. Chang, J.; Liu, S.; Li, B.; Huo, Z.; Wang, X.; Zhang, H. MiR-338-3p improved lung adenocarcinoma by AKAP12 suppression. Arch. Med. Sci. 2021, 17, 462–473. [Google Scholar] [CrossRef]
  9. Hu, T.; Wu, X.; Li, K.; Li, Y.; He, P.; Wu, Z.; Jie, F.; Liu, W.; Guan, M. AKAP12 Endogenous Transcripts Suppress The Proliferation, Migration And Invasion Of Colorectal Cancer Cells By Directly Targeting oncomiR-183-5p. Onco Targets Ther. 2019, ume 12, 8301–8310. [Google Scholar] [CrossRef] [Green Version]
  10. Zhang, S.; Zhao, H.; Lei, C.; Pan, C.; Chen, H.; Lin, Q.; Lan, X. Effects of genetic variations within goat PITX2 gene on growth traits and mRNA expression. Anim. Biotechnol. 2019, 31, 107–114. [Google Scholar] [CrossRef] [PubMed]
  11. Chambard, J.C.; Lefloch, R.; Pouysségur, J.; Lenormand, P. ERK implication in cell cycle regulation. Biochim. Biophys. Acta (BBA) Bioenerg. 2007, 1773, 1299–1310. [Google Scholar] [CrossRef]
  12. Coats, S.R.; Covington, J.W.; Su, M.; Pabón-Peña, L.M.; Eren, M.; Hao, Q.; Vaughan, D.E. SSeCKS Gene Expression in Vascular Smooth Muscle Cells: Regulation by Angiotensin II and a Potential Role in the Regulation of PAI-1 Gene Expression. J. Mol. Cell. Cardiol. 2000, 32, 2207–2219. [Google Scholar] [CrossRef] [PubMed]
  13. Gelman, I.H.; Tombler, E.; Vargas, J. A Role for SSeCKS, a Major Protein Kinase C Substrate with Tumour Suppressor Activity, in Cytoskeletal Architecture, Formation of Migratory Processes, and Cell Migration during Embryogenesis. J. Mol. Histol. 2000, 32, 13–26. [Google Scholar] [CrossRef]
  14. Kim, H.-H.; Kim, J.-G.; Jeong, J.; Han, S.-Y.; Kim, K.-W. Akap12 is essential for the morphogenesis of muscles involved in zebrafish locomotion. Differentiation 2014, 88, 106–116. [Google Scholar] [CrossRef] [PubMed]
  15. Messad, F.; Louveau, I.; Koffi, B.; Gilbert, H.; Gondret, F. Investigation of muscle transcriptomes using gradient boosting machine learning identifies molecular predictors of feed efficiency in growing pigs. BMC Genom. 2019, 20, 1–14. [Google Scholar] [CrossRef] [Green Version]
  16. Das, A.; Shaha, M.; Das Gupta, M.; Dutta, A.; Miazi, O.F. Polymorphism of fecundity genes (BMP15 and GDF9) and their association with litter size in Bangladeshi prolific Black Bengal goat. Trop. Anim. Health Prod. 2021, 53, 1–8. [Google Scholar] [CrossRef]
  17. Zhao, C.; Gui, L.; Li, Y.; Plath, M.; Zan, L. Associations between allelic polymorphism of the BMP Binding Endothelial Regulator and phenotypic variation of cattle. Mol. Cell. Probes 2015, 29, 358–364. [Google Scholar] [CrossRef]
  18. Kang, Z.; Bai, Y.; Lan, X.; Zhao, H. Goat AKAP12: Indel Mutation Detection, Association Analysis With Litter Size and Alternative Splicing Variant Expression. Front. Genet. 2021, 12. [Google Scholar] [CrossRef]
  19. Bi, Y.; Zhang, S.; Li, J.; He, L.; Kang, Y.; Chen, H.; Lan, X.; Pan, C. The mRNA expression profile of the goat prion protein testis-specific (PRNT) gene and its associations with litter size. Theriogenology 2021, 165, 69–75. [Google Scholar] [CrossRef]
  20. Zhao, H.; Wu, X.; Cai, H.; Pan, C.; Lei, C.; Chen, H.; Lan, X. Genetic variants and effects on milk traits of the caprine paired-like homeodomain transcription factor 2 (PITX2) gene in dairy goats. Gene 2013, 532, 203–210. [Google Scholar] [CrossRef]
  21. Cui, W.; Liu, N.; Zhang, X.; Zhang, Y.; Qu, L.; Yan, H.; Lan, X.; Dong, W.; Pan, C. A 20-bp insertion/deletion (indel) polymorphism within the CDC25A gene and its associations with growth traits in goat. Arch. Anim. Breed. 2019, 62, 353–360. [Google Scholar] [CrossRef] [Green Version]
  22. Wang, K.; Cui, Y.; Wang, Z.; Yan, H.; Meng, Z.; Zhu, H.; Qu, L.; Lan, X.; Pan, C. One 16 bp insertion/deletion (indel) within the KDM6A gene revealing strong associations with growth traits in goat. Gene 2019, 686, 16–20. [Google Scholar] [CrossRef]
  23. Yang, Q.; Zhang, S.; Li, J.; Wang, X.; Peng, K.; Lan, X.; Pan, C. Development of a touch-down multiplex PCR method for simultaneously rapidly detecting three novel insertion/deletions (indels) within one gene: An example for goat GHR gene. Anim. Biotechnol. 2018, 30, 366–371. [Google Scholar] [CrossRef]
  24. Zhang, X.; Yan, H.; Wang, K.; Zhou, T.; Chen, M.; Zhu, H.; Pan, C.; Zhang, E. Goat CTNNB1: mRNA expression profile of alternative splicing in testis and association analysis with litter size. Gene 2018, 679, 297–304. [Google Scholar] [CrossRef]
  25. Zhu, H.; Zhang, Y.; Bai, Y.; Yang, H.; Yan, H.; Liu, J.; Shi, L.; Song, X.; Li, L.; Dong, S.; et al. Relationship between SNPs of POU1F1 Gene and Litter Size and Growth Traits in Shaanbei White Cashmere Goats. Animals 2019, 9, 114. [Google Scholar] [CrossRef] [Green Version]
  26. Li, Z.; Zhang, Z.; He, Z.; Tang, W.; Li, T.; Zeng, Z.; He, L.; Shi, Y. A partition-ligation-combination-subdivision EM algorithm for haplotype inference with multiallelic markers: Update of the SHEsis (http://analysis.bio-x.cn). Cell Res. 2009, 19, 519–523. [Google Scholar] [CrossRef] [PubMed]
  27. Li, J.; Zhang, S.; Shen, C.; Niu, Z.; Yang, H.; Zhang, K.; Liu, Z.; Wang, Y.; Lan, X. Indel mutations within the bovine HSD17B3 gene are significantly associated with ovary morphological traits and mature follicle number. J. Steroid Biochem. Mol. Biol. 2021, 209, 105833. [Google Scholar] [CrossRef]
  28. Akhatayeva, Z.; Li, H.; Mao, C.; Cheng, H.; Zhang, G.; Jiang, F.; Meng, X.; Yao, Y.; Lan, X.; Song, E.; et al. Detecting novel Indel variants within the GHR gene and their associations with growth traits in Luxi Blackhead sheep. Anim. Biotechnol. 2020, 1–9. [Google Scholar] [CrossRef] [PubMed]
  29. Zhang, S.; Jiang, E.; Wang, K.; Zhang, Y.; Yan, H.; Qu, L.; Chen, H.; Lan, X.; Pan, C. Two Insertion/Deletion Variants within SPAG17 Gene Are Associated with Goat Body Measurement Traits. Animals 2019, 9, 379. [Google Scholar] [CrossRef] [Green Version]
  30. Farstad, W. Ethics in animal breeding. Reprod. Domest. Anim. 2018, 53, 4–13. [Google Scholar] [CrossRef]
  31. Liu, N.; Cui, W.; Chen, M.; Zhang, X.; Song, X.; Pan, C. A 21-bp indel within theLLGL1gene is significantly associated with litter size in goat. Anim. Biotechnol. 2019, 32, 1–6. [Google Scholar] [CrossRef]
  32. Wang, X.; Yang, Q.; Wang, K.; Yan, H.; Pan, C.; Chen, H.; Liu, J.; Zhu, H.; Qu, L.; Lan, X. Two strongly linked single nucleotide polymorphisms (Q320P and V397I) in GDF9 gene are associated with litter size in cashmere goats. Theriogenology 2019, 125, 115–121. [Google Scholar] [CrossRef] [PubMed]
  33. Wang, Z.; Wang, C.; Guo, Y.; She, S.; Wang, B.; Jiang, Y.; Bai, Y.; Song, X.; Li, L.; Shi, L.; et al. Screening of Deletion Variants within the Goat PRDM6 Gene and Its Effects on Growth Traits. Animals 2020, 10, 208. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Bi, Y.; Feng, B.; Wang, Z.; Zhu, H.; Qu, L.; Lan, X.; Pan, C.; Song, X. Myostatin (MSTN) Gene Indel Variation and Its Associations with Body Traits in Shaanbei White Cashmere Goat. Animals 2020, 10, 168. [Google Scholar] [CrossRef] [Green Version]
  35. He, L.; Bi, Y.; Wang, R.; Pan, C.; Chen, H.; Lan, X.; Qu, L. Detection of a 4 bp Mutation in the 3′UTR Region of Goat Sox9 Gene and Its Effect on the Growth Traits. Animals 2020, 10, 672. [Google Scholar] [CrossRef] [Green Version]
  36. Tang, Q.; Zhang, Y.; Yang, Y.; Hu, H.; Lan, X.; Pan, C. The KMT2A gene: mRNA differential expression in the ovary and a novel 13-nt nucleotide sequence variant associated with litter size in cashmere goats. Domest. Anim. Endocrinol. 2021, 74, 106538. [Google Scholar] [CrossRef]
  37. Nelson, P.J.; Gelman, I.H. Cell-cycle regulated expression and serine phosphorylation of the myristylated protein kinase C substrate, SSeCKS: Correlation with culture confluency, cell cycle phase and serum response. Mol. Cell. Biochem. 1997, 175, 233–241. [Google Scholar] [CrossRef]
  38. Nauert, J.; Klauck, T.M.; Langeberg, L.K.; Scott, J.D. Gravin, an autoantigen recognized by serum from myasthenia gravis patients, is a kinase scaffold protein. Curr. Biol. 1997, 7, 52–62. [Google Scholar] [CrossRef] [Green Version]
  39. Nelson, P.; Moissoglu, K.; Vargas, J.; Klotman, P.; Gelman, I. Involvement of the protein kinase C substrate, SSeCKS, in the actin-based stellate morphology of mesangial cells. J. Cell Sci. 1999, 112, 361–370. [Google Scholar] [CrossRef]
  40. Zhang, J.; Piao, H.-Y.; Guo, S.; Wang, Y.; Zhang, T.; Zheng, Z.-C.; Zhao, Y. LINC00163 inhibits the invasion and metastasis of gastric cancer cells as a ceRNA by sponging miR-183 to regulate the expression of AKAP12. Int. J. Clin. Oncol. 2020, 25, 570–583. [Google Scholar] [CrossRef] [PubMed]
  41. Hehnly, H.; Canton, D.; Bucko, P.; Langeberg, L.K.; Ogier, L.; Gelman, I.; Santana, L.; Wordeman, L.; Scott, J.D. A mitotic kinase scaffold depleted in testicular seminomas impacts spindle orientation in germ line stem cells. eLife 2015, 4, e09384. [Google Scholar] [CrossRef] [PubMed]
  42. Rose, A.B. Introns as Gene Regulators: A Brick on the Accelerator. Front. Genet. 2019, 9, 672. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  43. Gao, J.; Song, X.; Wu, H.; Tang, Q.; Wei, Z.; Wang, X.; Lan, X.; Zhang, B. Detection of rs665862918 (15-bp Indel) of the HIAT1 Gene and its Strong Genetic Effects on Growth Traits in Goats. Animals 2020, 10, 358. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Abdollahzadeh, R.; Daraei, A.; Mansoori, Y.; Sepahvand, M.; Amoli, M.M.; Tavakkoly-Bazzaz, J. Competing endogenous RNA (ceRNA) cross talk and language in ceRNA regulatory networks: A new look at hallmarks of breast cancer. J. Cell. Physiol. 2019, 234, 10080–10100. [Google Scholar] [CrossRef]
Animals 11 02090 g001 550
Figure 1. Agarose gel electrophoresis (3.0%) of PCR product of the goat AKAP12 gene for P1–7 bp (a) and P2–13 bp (b) indel variants in Shaanbei white cashmere goats. Note: II, homozygous insertion/insertion genotype; DD, homozygous deletion/deletion genotype; ID, heterozygous insertion/deletion genotype. The M represents the marker. A represents the non-target fragment called heteroduplex.
Figure 1. Agarose gel electrophoresis (3.0%) of PCR product of the goat AKAP12 gene for P1–7 bp (a) and P2–13 bp (b) indel variants in Shaanbei white cashmere goats. Note: II, homozygous insertion/insertion genotype; DD, homozygous deletion/deletion genotype; ID, heterozygous insertion/deletion genotype. The M represents the marker. A represents the non-target fragment called heteroduplex.
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Figure 2. Linkage disequilibrium plot of the AKAP12 gene two indel loci. (a) D’ = 0.997; (b) r2 = 0.031. Notes: “1, 2” represent the two mutation sites P1–7 bp and P2–13 bp of the AKAP12 gene.
Figure 2. Linkage disequilibrium plot of the AKAP12 gene two indel loci. (a) D’ = 0.997; (b) r2 = 0.031. Notes: “1, 2” represent the two mutation sites P1–7 bp and P2–13 bp of the AKAP12 gene.
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Figure 3. Association of the P1–7 bp (a) and P2–13 bp (b) indels with body weight in SWCG. Individuals with II genotypes had significantly (p = 0.002) higher body weight than ID and DD in the 13-bp indel of AKAP12. Data represents means ± SE. N·S means not significant; **: p < 0.01.
Figure 3. Association of the P1–7 bp (a) and P2–13 bp (b) indels with body weight in SWCG. Individuals with II genotypes had significantly (p = 0.002) higher body weight than ID and DD in the 13-bp indel of AKAP12. Data represents means ± SE. N·S means not significant; **: p < 0.01.
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Figure 4. Relationship between P1–7 bp (a) and P2–13 bp (b) of the AKAP12 gene and growth traits in SBWC goats. Note: BH, body height; BL, body length; HHC, height at hip cross; ChC, chest circumference; ChD, chest depth; ChW, chest width; CC, cannon circumference. Significance results refer to two test methods. N·S means not significant; * p < 0.05 and ** p < 0.01.
Figure 4. Relationship between P1–7 bp (a) and P2–13 bp (b) of the AKAP12 gene and growth traits in SBWC goats. Note: BH, body height; BL, body length; HHC, height at hip cross; ChC, chest circumference; ChD, chest depth; ChW, chest width; CC, cannon circumference. Significance results refer to two test methods. N·S means not significant; * p < 0.05 and ** p < 0.01.
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Table
Table 1. Genetic parameters of two indel loci within AKAP12 gene in Shaanbei white cashmere goats.
Table 1. Genetic parameters of two indel loci within AKAP12 gene in Shaanbei white cashmere goats.
LociSizeGenotypic FrequenciesAlleles FrequenciesHWEPopulation Parameters
NIIIDDDIDp ValueHoHePIC
P1–7 bp7800.0180.3550.6270.1960.8040.000320.6850.3150.265
P2–13 bp14050.90.2580.7330.1380.8620.0020.7620.2380.210
HWE, Hardy–Weinberg equilibrium; Ho, homozygosity; He, heterozygosity; PIC, polymorphism information content.
Table
Table 2. Haplotypic frequencies within the AKAP12 gene in Shaanbei white cashmere goats.
Table 2. Haplotypic frequencies within the AKAP12 gene in Shaanbei white cashmere goats.
Different HaplotypesP1–7bp InDel—P2–13bp InDelHaplotype Frequencies
hap1D7D130.680
hap2D7I130.115
hap3I7D130.205
hap4I7I130.000
“Hap” represents “haplotype”; indel: insertion/deletion.
Table
Table 3. Associations of two indel loci within AKAP12 gene growth parameters in Shaanbei white cashmere (SBWC) goats (mean ± SE).
Table 3. Associations of two indel loci within AKAP12 gene growth parameters in Shaanbei white cashmere (SBWC) goats (mean ± SE).
LociParametersGenotypesp-Values
IIIDDD
P1–7 bpBW (kg)56.10 ± 6.19 (n = 5)56.14 ± 1.46 (n = 96)54.16 ± 1.01 (n = 195)0.522
BH (cm)55.21 ± 1.42 (n = 14)57.07 ± 0.28 (n = 277)56.91 ± 0.19 (n = 489)0.307
HHC (cm)56.05 ab ± 1.82 (n = 14)60.09 b ± 0.29 (n = 277)60.14 a ± 0.21 (n = 489)0.013
BL (cm)63.82 ± 1.91 (n = 14)65.41 ± 0.32 (n = 277)65.08 ± 0.27 (n = 489)0.506
CD (cm)28.37 ± 0.98 (n = 14)27.71 ± 0.16 (n = 271)27.82 ± 0.14 (n = 479)0.659
CW (cm)17.61 ± 0.96 (n = 14)18.63 ± 0.22 (n = 271)19.20 ± 0.17 (n = 481)0.053
HW (cm)20.08 ± 0.95 (n = 6)19.88 ± 0.23 (n = 149)19.43 ± 0.16 (n = 268)0.248
ChC (cm)83.50 ± 3.02 (n = 13)85.19 ± 0.60 (n = 0.60)86.16 ± 0.45 (n = 488)0.307
CC (cm)7.88 ± 0.27 (n = 13)7.90 ± 0.57 (n = 278)7.93 ± 0.45 (n = 489)0.916
P2–13 bpBW (kg)67.17 A ± 2.62 (n = 6)47.09 B ± 1.00 (n = 173)48.66 B ± 0.72 (n = 407)0.001
BH (cm)57.85 ± 1.40 (n = 13)56.33 ± 0.22 (n = 362)56.42 ± 0.15 (n = 1026)0.504
HHC (cm)60.50 ± 1.32 (n = 13)59.46 ± 0.24 (n = 361)59.44 ± 0.15 (n = 1027)0.724
BL (cm)68.31 AB ± 1.20 (n = 13)66.02 A ± 0.31 (n = 362)65.01 B ± 0.18 (n = 1027)0.005
CD (cm)29.15 AB ± 0.62 (n = 13)28.70 A ± 0.15 (n = 362)27.86 B ± 0.96 (n = 1028)6 × 10−6
CW (cm)21.42 A ± 0.65 (n = 13)19.80 A ± 0.19 (n = 362)18.94 B ± 0.12 (n = 1030)3.18 × 10−4
HW (cm)22.63 A ± 0.75 (n = 8)17.30 B ± 0.23 (n = 205)17.90 B ± 0.15 (n = 491)1.8 × 10−5
ChC (cm)92.77 AB ± 2.86 (n = 13)87.21 A ± 0.48 (n = 358)84.88 B ± 0.31 (n = 1027)1.32 × 10−3
CC (cm)8.21 AB ± 0.24 (n = 13)8.08 A ± 0.42 (n = 361)7.92 B ± 0.31 (n = 1027)0.007
BW, body weight; BH, body height; HHC, height at hip cross; BL, body length; CD, chest depth; CW, chest width; HW; hip width; ChC, chest circumference; CC, cannon circumference. Values with different letters (a, b/A, B) within the same row differ significantly at (p < 0.05/p < 0.01).
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Bai, Y.; Yuan, R.; Luo, Y.; Kang, Z.; Zhu, H.; Qu, L.; Lan, X.; Song, X. Exploration of Genetic Variants within the Goat A-Kinase Anchoring Protein 12 (AKAP12) Gene and Their Effects on Growth Traits. Animals 2021, 11, 2090. https://doi.org/10.3390/ani11072090

AMA Style

Bai Y, Yuan R, Luo Y, Kang Z, Zhu H, Qu L, Lan X, Song X. Exploration of Genetic Variants within the Goat A-Kinase Anchoring Protein 12 (AKAP12) Gene and Their Effects on Growth Traits. Animals. 2021; 11(7):2090. https://doi.org/10.3390/ani11072090

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Bai, Yangyang, Rongrong Yuan, Yunyun Luo, Zihong Kang, Haijing Zhu, Lei Qu, Xianyong Lan, and Xiaoyue Song. 2021. "Exploration of Genetic Variants within the Goat A-Kinase Anchoring Protein 12 (AKAP12) Gene and Their Effects on Growth Traits" Animals 11, no. 7: 2090. https://doi.org/10.3390/ani11072090

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