Next Article in Journal
Prevalence of Bovine Tuberculosis in Slaughtered Cattle in Sicily, Southern Italy
Previous Article in Journal
Sheep in Species-Rich Temperate Grassland: Combining Behavioral Observations with Vegetation Characterization
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
Animals
Volume 10
Issue 9
10.3390/ani10091472
animals-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

A Deletion Downstream of the CHCHD7 Gene Is Associated with Growth Traits in Sheep

by
Hongwei Xu
1,2,†,
Haixia Li
3,†,
Zhen Wang
3,
Ayimuguli Abudureyimu
1,
Jutian Yang
1,
Xin Cao
1,2,
Xianyong Lan
3,
Rongxin Zang
1,* and
Yong Cai
1,2,*
1
College of Life Science and Engineering, Northwest Minzu University, Lanzhou 730030, China
2
Science Experimental Center, Northwest Minzu University, Lanzhou 730030, China
3
College of Animal Science and Technology, Northwest A&F University, Yangling 712100, China
*
Authors to whom correspondence should be addressed.
†
These authors equally contributed to this work.
Animals 2020, 10(9), 1472; https://doi.org/10.3390/ani10091472
Submission received: 1 July 2020 / Revised: 17 August 2020 / Accepted: 20 August 2020 / Published: 21 August 2020
(This article belongs to the Section Animal Genetics and Genomics)
Browse Figures
Versions Notes

Abstract

:

Simple Summary

The genes CHCHD7 and PLAG1 are located on the same growth-related major quantitative trait locus of sheep. PLAG1 affects sheep growth, but no corresponding studies have been conducted on CHCHD7. However, polymorphisms in the CHCHD7 gene are associated with carcass weight and muscle formation in cattle, body height in cattle and humans, and weaning weight in Duroc pigs. In this study, the mathematical expectation method was used to analyze an 8-bp deletion mutation located downstream of the CHCHD7 gene in 2350 individuals from seven sheep breeds. The associations between wild-type and deletion genotypes and growth traits in Tan sheep were also analyzed. The 8-bp deletion locus was significantly associated with body length (p = 0.032), chest depth (p = 0.015), and chest width (p = 0.047) of Tan sheep. Additionally, wild-type genotype carriers were more numerous than those heterozygous for the deletion genotype. Thus, the genotyped 8-bp deletion downstream of the CHCHD7 gene may be associated with growth and development traits in sheep.

Abstract

In sheep, the coiled-coil-helix-coiled-coil-helix domain containing 7 (CHCHD7) gene and the pleiomorphic adenoma gene 1 (PLAG1) are on the same growth-related major quantitative trait locus, positioned head-to-head approximately 420 bp apart on chromosome 9. PLAG1 affects sheep growth, but the effects of CHCHD7 have not been determined. In this study, an 8-bp deletion downstream of CHCHD7 was analyzed in 2350 sheep from seven breeds. The associations between the deletion and growth traits of Tan sheep were also determined. Both genotypes (homozygous wild-type and heterozygous) for the 8-bp deletion were found in Tan (TS), Luxi Blackhead (LXBH), Small-Tail Han (STHS), and Lanzhou Fat-Tail (LFTS) sheep. However, there were no polymorphic sites for the mutation in Hu (HS), Sartuul (SS), and Australian White (AUW) sheep. In TS, LXBH, STHS, and LFTS sheep, the deletion genotype was less frequent than the wild-type genotype, and the allele frequencies of the deletion variant were 0.007 (TS), 0.011 (LBXH), 0.008 (STHS), and 0.010 (LFTS). The 8-bp deletion was significantly associated with body length (p = 0.032), chest depth (p = 0.015), and chest width (p = 0.047) in Tan sheep. Thus, the 8-bp deletion downstream of the CHCHD7 gene might be associated with growth and development traits of sheep.

1. Introduction

Sheep provide meat, fur, and other valuable products. In particular, the meat, which is nutritious and tender, has significant economic value. In China, sheep breeding has a crucial role in regional economic development, but some shortcomings remain in the production of sheep meat [1,2]. Traditional breeding methods to improve the growth traits of sheep are expensive and time consuming. Therefore, the use of marker-assisted selection in breeding has been widely studied as an alternative [3,4]. Insertions and deletions (indels) are a particular type of genetic marker that can be used as a molecular marker in the genetic selection of livestock [3,4]. Therefore, the indels located within or close to potentially relevant genes in sheep need to be analyzed [5,6].
Genome-wide association studies reveal that polymorphisms of the coiled-coil-helix-coiled-coil-helix domain containing 7 (CHCHD7) gene are associated with cattle carcass weight [7] and body height and muscle formation [8], human body height [9,10], and Duroc pig weaning weight [11]. In sheep, CHCHD7 and pleiomorphic adenoma gene 1 (PLAG1), another important candidate gene widely reported to influence animal growth traits, are positioned head-to-head approximately 420 bp apart on chromosome 9 [12]. The ~25 Mbp major pleiotropic quantitative trait locus (QTL) on bovine chromosome 14 affects numerous growth and development characteristics in Bos taurus, which are also attributed to two functional variants between the PLAG1 and CHCHD7 genes [13]. These studies indicate that CHCHD7 and PLAG1 might coregulate the growth and development of sheep. Some deletion mutations of PLAG1 significantly affect sheep growth [14,15]. Recently, Wu et al. [15] found two deletion variants within the sheep PLAG1 gene, which are located in a growth-related major QTL associated with body weight and morphometric traits. However, the relationships between polymorphisms in the CHCHD7 gene and growth traits of sheep have not yet been examined. The CHCHD7 gene is highly homologous in many species [16]. In this study, the CHCHD7 gene, which has great potential to affect animal growth traits, was used to investigate this relationship between polymorphism and seven sheep breeds. The linkage disequilibrium (LD) between a deletion mutation downstream of the CHCHD7 gene and two reported mutations in the PLAG1 gene was also analyzed in order to explore the co-segregation patterns between polymorphisms of these two genes.
Polymerase chain reaction (PCR) and the mathematical expectation (ME) method are widely used in the detection and analysis of mutations [3,17]. For low-frequency mutations, compared with PCR, which requires scanning samples one by one, ME is an efficient and feasible method for screening [3]. There are five steps in the ME approach. First, the minimum allele frequency (MAF) of the analyzed mutation is estimated by using random sampling from the available population. Then, based on the population size and estimated MAF, the reaction times (the amplification times required for samples to complete genotyping) are calculated on the basis of particular formulae [3], and the sample size in one group is determined as the minimum reaction time. Based on the most optimal sample size in one group, samples are tested by dividing them into several groups, and each group is genotyped. If only one specific genotype is displayed in a given group, then all samples in that group belong to the same genotype. If a group shows different genotypes, then each sample from that group needs to be re-examined using PCR. Finally, all samples are genotyped [3].
The ME strategy has been widely used in medical censuses to study rare diseases, because it requires less time and money and is easily performed [3,17]. Because scanning numerous samples one by one requires much time and effort, in this study, to identify genotypes of sheep populations quickly and at low cost, PCR was used to analyze the frequency of deletion genotypes, and ME was used to estimate the deletion genotype in individual sheep. The main aim of this study was to determine the segregation pattern of an 8-bp deletion downstream of the CHCHD7 gene in sheep populations as well as to analyze the association between the polymorphic site and growth traits in sheep, which could provide useful information for marker-assisted selection.

2. Materials and Methods

2.1. Ethics Statement

The Institutional Animal Care and Use Committee of Northwest A&F University (IACUC-NWAFU) approved all experiments conducted in this study. The research was conducted in full compliance with animal welfare policies and legal guidelines.

2.2. Animal Samples and Data Collection

A total of 2350 sheep from the following seven sheep breeds were sampled in this study: Tan (TS; n = 907, containing 276 samples from Wu et al. [15]), Luxi Blackhead (LXBH; n = 629), Small-Tail Han (STHS; n = 190), Lanzhou Fat-Tail (LFTS; n = 49), Hu (HS; n = 201), Sartuul (SS; n = 48), and Australian White (AUW; n = 326). The sheep were reared in the Chinese provinces of Ningxia (TS), Shandong (LXBH), Gansu (STHS and LFTS), and Henan (HS); Zhawkhan Province, Mongolia (SS); and Tianjin City, China (AUW). Among the 907 Tan sheep, there were 458 rams and 449 ewes. All sheep were healthy adults of similar ages. Among the 629 LXBH sheep, there were 234 lambs and 395 adults. All animals were allowed free access to feed and water under standard conditions. Data on growth traits of Tan sheep breed were collected, including body weight, body height, body length, height at the hip cross, chest depth, chest width, paunch girth, cannon circumference, and hip width [18]. In this study, no growth data were recorded for SS and AUW sheep. Growth traits of Tan sheep individuals are shown in Supplement 1.

2.3. Isolation and Use of Sheep Genomic DNA

Genomic DNA was collected from the ear tissue of seven breeds (preserved in 70% alcohol and stored at −80 °C) via a high-salt and phenol–chloroform extraction protocol [19]. The quality and purity of each DNA sample were measured by a Nanodrop 1000 (Thermo Fisher Scientific Inc., Wilmington, DE, USA). Then, DNA samples were diluted with ddH2O to the standard concentration of 50 ng/µL and stored at −20 °C for subsequent genotyping.

2.4. Primer Design, PCR Amplification, and Genotyping

The 8-bp deletion mutation (NC_040260.1: g36219994_3622000delGTTACAAG, rs593501397) was located 2758 bp downstream of the CHCHD7 gene in sheep. Primers were designed to amplify this mutation by PRIMER PREMIER 5 software (PRIMER Inc., Canada). The forward and reverse primers were 5′-TGGCCTTGACAGACACATCC-3′ and 5′-CCTGCAGAGCTTCCCTTTCT-3′, respectively, and the amplicon size was 156 bp. Touchdown PCR cycling was run with an initial denaturation for 5 min at 95 °C; 18 cycles of denaturation at 94 °C for 30 s, annealing at 68 °C for 30 s (with a decrease of 1 °C per cycle), and extension at 72 °C for 20 s; another 23 cycles of denaturation at 94 °C for 30 s, annealing at 50 °C for 30 s, and extension at 72 °C for 20 s; and a final extension at 72 °C for 10 min, with a final cooling at 4 °C. The genotypes were detected by simultaneous sequencing (Sangon Biotech, Shanghai, China) and 3.5% agarose gel electrophoresis at a constant voltage of 120 V for 60 min.
First, 50 randomly selected individuals were genotyped to determine the estimated MAF, and on the basis of this result, the decision was made to use the ME method. The ME method is explained graphically in Figure 1.

2.5. Linkage Disequilibrium Analysis with Two Deletions in the PLAG1 Gene

According to Wu et al. [15], the PLAG1 gene has two deletion mutations in the Tan sheep population (30-bp and 45-bp deletions). Tan sheep samples (n = 276) were genotyped, including 151 rams and 125 ewes. The primers of the PCR amplification were designed and the PCR amplification procedure was conducted as reported previously [15]. In this study, the genotyping results of the two mutation sites within the PALG1 gene were obtained in 276 Tan sheep. Then, the LD between the 8-bp deletion mutation downstream of the CHCHD7 gene and the two known mutations in the PLAG1 gene was analyzed to investigate the co-segregation patterns of those mutations between the two genes. The results of the LD analysis were obtained from the online website (http://analysis.bio-x.cn/myAnalysis.php). The case of D’ = 1 and r2 = 1 is complete LD. Values of D’ < 1 and r2 > 0.33 indicate that the complete ancestral LD has been disrupted, but strong LD remains, whereas values of D’ < 1 and r2 < 0.33 indicate weak LD.

2.6. Statistical Analyses

The genotype frequencies, allele frequencies, and MAF were analyzed on the SHEsis platform (http://analysis.bio-x.cn) [20,21]. Population parameters, including homozygosity (Ho), heterozygosity (He), and the effective number of alleles (Ne), were also analyzed [22]. The Kolmogorov–Smirnov test was used to verify whether the data conformed to the normal distribution by SPSS 23.0 version (SPSS Inc., Chicago, IL, USA). Association analyses of the 8-bp deletion locus downstream of the CHCHD7 gene and growth traits in the different breeds were performed with Mann–Whitney U tests (SPSS version 23.0) [17,23].

3. Results

3.1. Genotyping of 8-bp Deletion Downstream of the CHCHD7 Gene

The genotyping of the 50 sheep samples one by one revealed only one heterozygous deletion genotype, indicating that the MAF of this deletion site in the sheep population was approximately 0.01. Accordingly, this mutation site was considered to be a low-frequency mutation. In this case, the ME method was appropriate to genotype the sheep population. According to Yang et al. and the analytic website (http://www.msrcall.com/DALMcall.aspx), the following equation (Equation (1)) [3] was used to calculate the reaction times:
n = N × (1/a × (1 − p)a + (1 + 1/a) × (1 − (1 − p)a))
where n is the reaction time (the amplification time required for 2350 sheep samples to complete genotyping), N is the total sample size (N = 2350), a is the sum of a group (a = 3 to 20), and p is the MAF (p = 0.01). The predicted reaction times are given in Figure 2. When the number of samples in a group was 11, the lowest reaction time (459.6) was used to detect all 2350 individuals. Therefore, to identify genotypes in the present study, 11 sheep samples were mixed for each group. Ultimately, the genotypes of all 2350 individuals were successfully detected through a reaction time of 460. According to the genotyping results, only four of the seven breeds (TS, LXBH, STHS, and LFTS) showed polymorphic sites for the 8-bp deletion (Figure 3). The deletion mutation was not polymorphic in HS, SS, and AUW sheep (Table 1). The genotyping results of the seven sheep breeds are shown in Supplement 1.

3.2. Genetic Parameter Analysis of the 8-bp Deletion Downstream of the Sheep CHCHD7 Gene

The genotype and allele frequencies of the 8-bp deletion downstream of the CHCHD7 gene are shown in Table 1. The deletion genotype was in fewer TS, LXBH, STHS, and LFTS sheep than the wild-type one. The frequencies of the deletion allele were 0.007 in TS, 0.011 in LXBH, 0.008 in STHS, and 0.010 in LFTS sheep. Deletion polymorphism was not found in HS, SS, and AUW sheep. In addition, Ho, He, and Ne were calculated separately for all seven breeds. All genotyping results of the seven sheep breeds are given in Supplement 1.

3.3. Analysis of the Association between the 8-bp Deletion and Growth Traits in Tan Sheep

The Kolmogorov–Smirnov test indicated that the growth data of Tan sheep did not fit a normal distribution (Table S1 in Supplement 2), so the Mann–Whitney U test was used to analyze the effects of the different genotypes on the growth traits of Tan sheep. The deletion genotype was significantly associated with body length (p = 0.032) and chest depth (p = 0.015) in 458 TS rams. The deletion was also significantly associated with chest width (p = 0.047) in TS ewes (Table 2). The effects of the different genotypes of this mutation on the growth traits of sheep are expressed via a violin plot (Figure 4).

3.4. Linkage Disequilibrium Analysis between the 8-bp Deletion Downstream of the CHCHD7 Gene and Two Deletions in the PLAG1 Gene

The LD between the 8-bp deletion mutation downstream of the CHCHD7 gene and the two reported variations in the PLAG1 gene was analyzed. In the genetic analysis of linkage disequilibrium on three deletions (8-bp downstream of the CHCHD7 gene and 30-bp and 45-bp deletions of the PLAG1 gene) in Tan sheep, the case of D’ < 1 and r2 < 0.33 indicated that the LD was weak. Thus, the 8-bp deletion downstream of the CHCHD7 gene and the two deletion variations within the PLAG1 gene were not in strong linkage. The LD diagram is given in Figure S1 (Supplement 2). To summarize, the 8-bp variation downstream of the CHCHD7 gene may not play a role in sheep growth by LD with the two deletion mutations in the PLAG1 gene.

4. Discussion

In this study, an 8-bp deletion downstream of the CHCHD7 gene was examined in 2350 individuals from seven sheep breeds by using PCR and ME. The deletion mutation occurred with low frequency, justifying the use of the ME method. For low-frequency mutations, compared with the PCR method of scanning samples one by one, ME is an effective and practical method for screening [3].
In the present study, the genotypes of this locus varied by breed. The genotyping result of each sample of the seven sheep breeds is shown in Supplement 1. Only the wild-type homozygous genotype was detected in HS, SS, and AUW sheep. However, both genotypes (wild-type and deletion genotype) were found in TS, LXBH, STHS, and LFTS sheep. This difference might be due to differences in breeding, including differences in geographic locations of breeds and various environmental factors [24], or perhaps, the number of individuals with heterozygous deletion genotypes was too small to detect in HS, SS, and AUW sheep. In previous studies, nontarget products were heteroduplexes [25], and heteroduplexes were only in individuals heterozygous for the mutation [26]. The associations between the 8-bp deletion in the downstream region of CHCHD7 and the growth traits of TS sheep were also analyzed. The growth data of Tan sheep did not fit a normal distribution (Table S1), so a Mann–Whitney U test was used to analyze the effects of different genotypes on the growth traits of Tan sheep. Depending on the outcome, the 8-bp deletion mutation could affect sheep growth traits. In addition, carriers of the wild-type genotype were more abundant than individuals with the deletion genotype in Tan sheep (Table 1).
The CHCHD7–PLAG1 gene region on bovine chromosome 14 is related to the height of European cattle breeds [27]. In addition, several QTNs (Quantitative Trait Nucleotides) that affect height and carcass weight have been found in the CHCHD7–PLAG1 gene region [27,28,29]. PLAG1 regulates several growth factors, including IGF2, which affects growth and body weight [30,31]. PLAG1 itself, in which deletion mutations cause significant changes in sheep weight [14,15], is a dominant gene affecting the height of humans and cattle [32]. The QTNs in the CHCHD7–PLAG1 intergenic region are connected with male carcass traits and birth weight in cattle [7,16,33]. A QTL with a significant effect on bovine stature was found using LD mapped to the CHCHD7– PLAG1 intergenic region [34], suggesting that CHCHD7 and PLAG1 genes have a specific relationship in regulating the growth and development of organisms. Hence, the relationship between CHCHD7 and PLAG1 genes in sheep should be examined further.
Wu et al. [15] previously detected two deletion variations within the sheep PLAG1 gene located in a growth-related major QTL associated with body weight and morphometric traits. In the current work, the genotyping results of the two mutation sites within the PLAG1 were obtained in Tan sheep. Then, the LD between an 8-bp deletion mutation downstream of the CHCHD7 gene and the two mutations in the PLAG1 gene was analyzed in order to explore the relationship between the two genes. The 8-bp deletion downstream of the CHCHD7 gene was not strongly linked with the two deletion variations in the PLAG1 gene (Figure S1). Therefore, the 8-bp deletion site downstream of the CHCHD7 gene may not play a role in sheep growth by co-segregation with the two deletion mutations within the PLAG1 gene. Although no LD relationship between these three deletion mutations in the CHCHD7 and PLAG1 genes was found in this study, the relationship between CHCHD7 and PLAG1 genes in sheep still merits further study. Moreover, numerous studies have reported on the effects of mutations in noncoding regions on the growth and development of domestic animals [30,35]. In recent years, the candidate genes that affect growth traits have been extensively studied. For example, the mutation of the IGF2BP1 gene in the 3’ untranslated region can significantly affect caprine growth traits [4,36]. Therefore, the specific mechanism of action of the 8-bp deletion deserves to be explored further.

5. Conclusions

In summary, an 8-bp, low-frequency deletion mutation downstream of the CHCHD7 gene was analyzed in sheep, and it was weakly but significantly associated with growth traits of Tan sheep. Therefore, the 8-bp deletion mutation might be a potential DNA marker for marker-assisted selection in sheep breeding.

Supplementary Materials

The following are available online at https://www.mdpi.com/2076-2615/10/9/1472/s1. The genotyping results of this 8-bp mutation in different sheep populations were shown in Supplement 1. Distribution diagram of different growth traits of Tan sheep were shown in Table S1 of Supplement 2. Genetic analysis of linkage equilibrium on three deletion mutations of Tan sheep were shown in Figure S1 of Supplement 2.

Author Contributions

Conceptualization, H.X. and X.L.; methodology, X.L.; software, H.L.; validation, R.Z., Y.C. and X.L.; formal analysis, J.Y.; investigation, H.L.; resources, X.C.; data curation, H.X.; writing—original draft preparation, Z.W. and H.L.; writing—review and editing, Z.W. and R.Z.; visualization, A.A. and J.Y.; supervision, X.L.; project administration, R.Z. and Y.C.; 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. 31660642; 31760649; 31360529), Fundamental Research Funds for the Central Universities (31920190020) and Science-technology Support Plan Project of Gansu Province (18JR3RA373).

Acknowledgments

Many thanks to the staff of Ruilin Sci-Tech Culture and Breeding Limit Company (Yongjing county, Gansu Province) and Shanshan Agriculture, Animal Husbandry Sci-tech Company (Mengjin County, Henan Province). We also greatly thank Qingfeng Zhang and the staff of Tianjin Aoqun Animal Husbandry Pty. Ltd., Fugui Jiang, Enliang Song, and Dongfu Zhang and the staff of Luxi Blackhead Sheep Farms of Liaocheng, Shandong Province, for collecting samples.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Li, J.; Erdenee, S.; Zhang, S.; Wei, Z.; Zhang, M.; Jin, Y.; Wu, H.; Chen, H.; Sun, X.; Xu, H.; et al. Genetic effects of PRNP gene insertion/deletion (indel) on phenotypic traits in sheep. Prion 2018, 12, 42–53. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Wang, S.; Liu, S.; Yuan, T.; Sun, X. Genetic effects of FTO gene insertion/deletion (InDel) on fat-tail measurements and growth traits in Tong sheep. Anim. Biotechnol. 2019, 23, 1–11. [Google Scholar] [CrossRef]
  3. 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. 2019, 30, 366–371. [Google Scholar] [CrossRef] [PubMed]
  4. 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] [PubMed]
  5. Li, J.; Zhu, X.; Ma, L.; Xu, H.; Cao, X.; Luo, R.; Chen, H.; Sun, X.; Cai, Y.; Lan, X. Detection of a new 20-bp insertion/deletion (indel) within sheep PRND gene using mathematical expectation (ME) method. Prion 2017, 11, 143–150. [Google Scholar] [CrossRef] [Green Version]
  6. Erdenee, S.; Li, J.; Kang, Z.; Xu, H.; Zang, R.; Cao, X.; Yang, J.; Cai, Y.; Lan, X. Sheep zinc finger proteins 395 (ZNF395): Insertion/deletion variations, associations with growth traits, and mRNA expression. Anim. Biotechnol. 2019, 31, 237–244. [Google Scholar] [CrossRef]
  7. Nishimura, S.; Watanabe, T.; Mizoshita, K.; Tatsuda, K.; Fujita, T.; Watanabe, N.; Sugimoto, Y.; Takasuga, A. Genome-wide association study identified three major QTL for carcass weight including the PLAG1-CHCHD7 QTN for stature in Japanese Black cattle. BMC Genet. 2012, 13, 40. [Google Scholar] [CrossRef] [Green Version]
  8. Randhawa, I.A.; Khatkar, M.S.; Thomson, P.C.; Raadsma, H.W. Composite selection signals can localize the trait specific genomic regions in multi-breed populations of cattle and sheep. BMC Genet. 2014, 15, 34. [Google Scholar] [CrossRef] [Green Version]
  9. Lettre, G.; Jackson, A.U.; Gieger, C.; Schumacher, F.R.; Berndt, S.I.; Sanna, S.; Eyheramendy, S.; Voight, B.F.; Butler, J.L.; Guiducci, C.; et al. Identification of ten loci associated with height highlights new biological pathways in human growth. Nat. Geneti. 2008, 40, 584–591. [Google Scholar] [CrossRef]
  10. Taye, M.; Yoon, J.; Dessie, T.; Cho, S.; Oh, S.J.; Lee, H.K.; Kim, H. Deciphering signature of selection affecting beef quality traits in Angus cattle. Genes Genom. 2018, 40, 63–75. [Google Scholar] [CrossRef]
  11. Jiao, S.; Maltecca, C.; Gray, K.A.; Cassady, J.P. Feed intake, average daily gain, feed efficiency, and real-time ultrasound traits in Duroc pigs: II. Genome-wide association. J. Anim. Sci. 2014, 92, 2846–2860. [Google Scholar] [CrossRef] [PubMed]
  12. Asp, J.; Persson, F.; Kost-Alimova, M.; Stenman, G. CHCHD7-PLAG1 and TCEA1-PLAG1 gene fusions resulting from cryptic, intrachromosomal 8q rearrangements in pleomorphic salivary gland adenomas. Genes Chromosom. Cancer 2006, 45, 820–828. [Google Scholar] [CrossRef] [PubMed]
  13. Fink, T.; Tiplady, K.; Lopdell, T.; Johnson, T.; Snell, R.G.; Spelman, R.J.; Davis, S.R.; Littlejohn, M.D. Functional confirmation of PLAG1 as the candidate causative gene underlying major pleiotropic effects on body weight and milk characteristics. Sci. Rep. 2017, 7, 44793. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Signer-Hasler, H.; Burren, A.; Ammann, P.; Drögemüller, C.; Flury, C. Runs of homozygosity and signatures of selection: A comparison among eight local Swiss sheep breeds. Anim. Genet. 2019, 50, 512–525. [Google Scholar] [CrossRef]
  15. Wu, H.; Pan, Y.; Zhang, Q.; Cao, Y.; Li, J.; Chen, H.; Cai, Y.; Sun, X.; Lan, X. Insertion/deletion (InDel) variations in sheep PLAG1 gene locating in growth-related major QTL are associated with adult body weight and morphometric traits. Small Rumin. Res. 2019, 178, 63–69. [Google Scholar] [CrossRef]
  16. Utsunomiya, Y.T.; do Carmo, A.S.; Carvalheiro, R.; Neves, H.H.; Matos, M.C.; Zavarez, L.B.; Pérez O’Brien, A.M.; Sölkner, J.; McEwan, J.C.; Cole, J.B.; et al. Genome-wide association study for birth weight in Nellore cattle points to previously described orthologous genes affecting human and bovine height. BMC Genet. 2013, 14, 52. [Google Scholar] [CrossRef] [Green Version]
  17. 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]
  18. Zhao, H.D.; He, S.; Zhu, Y.J.; Cao, X.; Luo, R.Y.; Cai, Y.; Xu, H.W.; Sun, X.Z. A novel 29 bp insertion/deletion (indel) variant of the LHX3 gene and its influence on growth traits in four sheep breeds of various fecundity. Arch. Anim. Breed. 2017, 60, 79–85. [Google Scholar] [CrossRef] [Green Version]
  19. Müllenbach, R.; Lagoda, P.J.; Welter, C. An efficient salt-chloroform extraction of DNA from blood and tissues. Trends Genet. 1989, 5, 391. [Google Scholar] [PubMed]
  20. Li, Z.Q.; Zhang, Z.; He, Z.D.; Tang, W.; Li, T.; Zeng, Z.; He, L.; Shi, Y.Y. A partition-ligation-combination-subdivision EM algorithm for haplotype inference with multiallelic markers: Update of the SHEsis. Cell Res. 2009, 19, 519–523. [Google Scholar] [CrossRef]
  21. Shi, T.; Peng, W.; Yan, J.; Cai, H.; Lan, X.; Lei, C.; Bai, Y.; Chen, H. A novel 17 bp indel in the SMAD3 gene alters transcription level, contributing to phenotypic traits in Chinese cattle. Arch. Anim. Breed. 2016, 59, 151–157. [Google Scholar] [CrossRef] [Green Version]
  22. Chen, F.; Shi, J.; Luo, Y.Q.; Sun, S.Y.; Pu, M. Genetic characterization of the gypsy moth from China (Lepidoptera, Lymantriidae) using inter simple sequence repeats markers. PLoS ONE 2013, 8, e73017. [Google Scholar] [CrossRef] [PubMed]
  23. 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] [PubMed] [Green Version]
  24. Khani, K.; Abdolmohammadi, A.; Foroutanifar, S.; Zebarjadi, A. Assessment of polymorphisms in mysostatin gene and their allele substitution effects showed weak association with growth traits in Iranian Markhoz goats. J. Agric. Sci. 2017, 155, 519–526. [Google Scholar] [CrossRef]
  25. Ren, F.; Yu, S.; Chen, R.; Lv, X.; Pan, C. Identification of a novel 12-bp insertion/deletion (indel) of iPS-related Oct4 gene and its association with reproductive traits in male piglets. Anim. Reprod Sci. 2017, 178, 55–60. [Google Scholar] [CrossRef] [PubMed]
  26. Nagamine, C.M.; Chan, K.; Lau, Y.F. A PCR artifact: Generation of heteroduplexes. Am. J. Hum. Genet. 1989, 45, 337–339. [Google Scholar] [PubMed]
  27. Song, Y.; Xu, L.; Chen, Y.; Zhang, L.; Gao, H.; Zhu, B.; Niu, H.; Zhang, W.; Xia, J.; Gao, X.; et al. Genome-Wide Association Study Reveals the PLAG1 Gene for Knuckle, Biceps and Shank Weight in Simmental Beef Cattle. PLoS ONE 2016, 11, e0168316. [Google Scholar] [CrossRef] [Green Version]
  28. Randhawa, I.A.; Khatkar, M.S.; Thomson, P.C.; Raadsma, H.W. Composite selection signals for complex traits exemplified through bovine stature using multibreed cohorts of European and African Bos taurus. G3 Genes Genomes Genet. 2015, 5, 1391–1401. [Google Scholar] [CrossRef] [Green Version]
  29. Cheruiyot, E.K.; Bett, R.C.; Amimo, J.O.; Zhang, Y.; Mrode, R.; Mujibi, F.D.N. Signatures of selection in admixed dairy cattle in Tanzania. Front Genet. 2018, 9, 607. [Google Scholar] [CrossRef] [Green Version]
  30. Van Laere, A.S.; Nguyen, M.; Braunschweig, M.; Nezer, C.; Collette, C.; Moreau, L.; Archibald, A.L.; Haley, C.S.; Buys, N.; Tally, M.; et al. A regulatory mutation in IGF2 causes a major QTL effect on muscle growth in the pig. Nature 2003, 425, 832–836. [Google Scholar] [CrossRef]
  31. Abi Habib, W.; Brioude, F.; Edouard, T.; Bennett, J.T.; Lienhardt-Roussie, A.; Tixier, F.; Salem, J.; Yuen, T.; Azzi, S.; Le Bouc, Y.; et al. Genetic disruption of the oncogenic HMGA2-PLAG1-IGF2 pathway causes fetal growth restriction. Genet. Med. 2018, 20, 250–258. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Visscher, P.M.; Goddard, M.E. Cattle gain stature. Nat. Genet. 2011, 43, 397–398. [Google Scholar] [CrossRef] [PubMed]
  33. Hiroshi, H.; Kouji, S.; Toshio, W.; Akihiro, K.; Kazunori, M.; Yoshikazu, S.; Akiko, T. Comparison of the effects explained by variations in the bovine PLAG1 and NCAPG genes on daily body weight gain, linear skeletal measurements and carcass traits in Japanese Black steers from a progeny testing program. Anim. Sci. J. 2013, 84, 529–534. [Google Scholar] [CrossRef]
  34. Latifa, K.; Haruko, T.; Li, L.; Tom, D.; Juan, A.; Denis, B.; Nadine, C.; Stephen, R.; Frédéric, F.; Bernard, G.; et al. Variants modulating the expression of a chromosome domain encompassing PLAG1 influence bovine stature. Nat. Genet. 2011, 43, 405–413. [Google Scholar] [CrossRef]
  35. 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] [Green Version]
  36. Zhou, Z.; Li, M.; Cheng, H.; Fan, W.; Yuan, Z.; Gao, Q.; Xu, Y.; Guo, Z.; Zhang, Y.; Hu, J.; et al. An intercross population study reveals genes associated with body size and plumage color in ducks. Nat. Commun. 2018, 9, 2648. [Google Scholar] [CrossRef] [Green Version]
Animals 10 01472 g001 550
Figure 1. Graphical explanation of the ME method.
Figure 1. Graphical explanation of the ME method.
Animals 10 01472 g001
Animals 10 01472 g002 550
Figure 2. Identification of all sheep populations with reaction times when the number of samples in one group ranged from 3 to 20. “▲” stands for the most optimal sample size of one mixed group.
Figure 2. Identification of all sheep populations with reaction times when the number of samples in one group ranged from 3 to 20. “▲” stands for the most optimal sample size of one mixed group.
Animals 10 01472 g002
Animals 10 01472 g003 550
Figure 3. The electrophoresis pattern (a) and the sequence diagram (b) of the 8-bp deletion locus located downstream of the sheep CHCHD7 gene. II—wildtype genotype; ID—deletion genotype. The M represents the Marker I; the A represents the non-target fragment called heteroduplex.
Figure 3. The electrophoresis pattern (a) and the sequence diagram (b) of the 8-bp deletion locus located downstream of the sheep CHCHD7 gene. II—wildtype genotype; ID—deletion genotype. The M represents the Marker I; the A represents the non-target fragment called heteroduplex.
Animals 10 01472 g003
Animals 10 01472 g004 550
Figure 4. Association between the 8-bp deletion downstream of sheep CHCHD7 gene and body measurement traits in Tan sheep (A), rams; (B), ewes. * represents a significant difference. n is the number of samples.
Figure 4. Association between the 8-bp deletion downstream of sheep CHCHD7 gene and body measurement traits in Tan sheep (A), rams; (B), ewes. * represents a significant difference. n is the number of samples.
Animals 10 01472 g004
Table
Table 1. Genetic parameter of 8-bp deletion of CHCHD7 gene in seven sheep breeds.
Table 1. Genetic parameter of 8-bp deletion of CHCHD7 gene in seven sheep breeds.
BreedsSizesGenotypic FrequenciesAllelic FrequenciesPopulation Parameters
WildtypeDeletionWildtypeDeletionHoHeNeMAF
TS9070.986 (n = 894)0.014 (n = 13)0.9930.0070.9860.0141.0140.007
LXBH6290.978 (n = 615)0.022 (n = 14)0.9890.0110.9780.0221.0230.011
STHS1900.984 (n = 187)0.016 (n = 3)0.9920.0080.9840.0161.0160.008
LFTS490.980 (n = 48)0.020 (n = 1)0.9900.0100.9800.0201.0210.010
HS2011.000 (n = 201)0 (n = 0)1.00001.00001.0000
SS481.000 (n = 48)0 (n = 0)1.00001.00001.0000
AUW3261.000 (n = 326)0 (n = 0)1.00001.00001.0000
Note: TS—Tan sheep; LXBH—Luxi Blackhead Sheep; STHS—Small Tail Han sheep; LFTS—Lanzhou Fat Tail Sheep; HS—Hu Sheep; SS—Sartuul sheep; AUW—Australian White sheep. Ho—homozygosity; He—heterozygosity; Ne—effective allele numbers; MAF—minimum allele frequency.
Table
Table 2. Association between the 8-bp deletion locus of the sheep CHCHD7 gene and growth traits in Tan sheep (Mann–Whitney U test).
Table 2. Association between the 8-bp deletion locus of the sheep CHCHD7 gene and growth traits in Tan sheep (Mann–Whitney U test).
GenderTraitsGenotypes (LSM ± SE)p-Values
WildtypeDeletion Type
RamsBW (kg)33.71 ± 0.11 (n = 449)33.03 ± 0.58 (n = 9)0.256
BH (cm)65.04 ± 0.15 (n = 449)62.67 ± 1.86 (n = 9)0.237
BL (cm)64.85 a ± 0.21 (n = 449)61.22 b ± 1.70 (n = 9)0.032
HHC (cm)62.52 ± 0.14 (n = 449)60.56 ± 1.89 (n = 9)0.287
PG (cm)78.78 ± 0.19 (n = 449)78.33 ± 1.00 (n = 9)0.717
CD (cm)26.54 a ± 0.11 (n = 449)24.66 b ± 0.68 (n = 9)0.015
CW (cm)20.74 ± 0.09 (n = 449)20.56 ± 0.60 (n = 9)0.649
CC (cm)8.14 ± 0.03 (n = 449)8.33 ± 0.14 (n = 9)0.171
EwesBW (kg)33.33 ± 0.10 (n = 445)33.48 ± 0.42 (n = 4)0.900
BH (cm)63.74 ± 0.15 (n = 445)61.75 ± 1.11 (n = 4)0.164
BL (cm)65.12 ± 0.22 (n = 445)64.00 ± 1.35 (n = 4)0.493
HHC (cm)61.94 ± 0.14 (n = 445)61.00 ± 0.91 (n = 4)0.525
PG (cm)79.83 ± 0.18 (n = 445)79.25 ± 2.10 (n = 4)0.649
CD (cm)26.42 ± 0.10 (n = 445)25.50 ± 0.65 (n = 4)0.316
CW (cm)21.01 b ± 0.09 (n = 445)22.75 a ± 0.48 (n = 4)0.047
CC (cm)8.03 ± 0.03 (n = 445)8.00 ± 0.46 (n = 4)0.937
Note: LSM—least squared means; SE—standard error; BW—body weight; BH—body height; BL—body length; HHC—height at the hip cross; CD—chest depth; CW—chest width; PG—paunch girth; CC—cannon circumference. The row in bold represents that there is a significant difference in different genotypes of the same traits. a and b represent significant differences. The significance level was 0.05.

Share and Cite

MDPI and ACS Style

Xu, H.; Li, H.; Wang, Z.; Abudureyimu, A.; Yang, J.; Cao, X.; Lan, X.; Zang, R.; Cai, Y. A Deletion Downstream of the CHCHD7 Gene Is Associated with Growth Traits in Sheep. Animals 2020, 10, 1472. https://doi.org/10.3390/ani10091472

AMA Style

Xu H, Li H, Wang Z, Abudureyimu A, Yang J, Cao X, Lan X, Zang R, Cai Y. A Deletion Downstream of the CHCHD7 Gene Is Associated with Growth Traits in Sheep. Animals. 2020; 10(9):1472. https://doi.org/10.3390/ani10091472

Chicago/Turabian Style

Xu, Hongwei, Haixia Li, Zhen Wang, Ayimuguli Abudureyimu, Jutian Yang, Xin Cao, Xianyong Lan, Rongxin Zang, and Yong Cai. 2020. "A Deletion Downstream of the CHCHD7 Gene Is Associated with Growth Traits in Sheep" Animals 10, no. 9: 1472. https://doi.org/10.3390/ani10091472

APA Style

Xu, H., Li, H., Wang, Z., Abudureyimu, A., Yang, J., Cao, X., Lan, X., Zang, R., & Cai, Y. (2020). A Deletion Downstream of the CHCHD7 Gene Is Associated with Growth Traits in Sheep. Animals, 10(9), 1472. https://doi.org/10.3390/ani10091472

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