141 results on '"Junwu Ma"'
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2. Genetic architecture for skeletal muscle glycolytic potential in Chinese Erhualian pigs revealed by a genome-wide association study using 1.4M SNP array
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Xinke Xie, Cong Huang, Yizhong Huang, Xiaoxiao Zou, Runxin Zhou, Huashui Ai, Lusheng Huang, and Junwu Ma
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Erhualian ,pig ,glycolysis potential ,GWAS ,candidate gene ,Genetics ,QH426-470 - Abstract
Introduction: Muscle glycolytic potential (GP) is a key factor affecting multiple meat quality traits. It is calculated based on the contents of residual glycogen and glucose (RG), glucose-6-phosphate (G6P), and lactate (LAT) contents in muscle. However, the genetic mechanism of glycolytic metabolism in skeletal muscle of pigs remains poorly understood. With a history of more than 400 years and some unique characteristics, the Erhualian pig is called the “giant panda” (very precious) in the world’s pig species by Chinese animal husbandry.Methods: Here, we performed a genome-wide association study (GWAS) using 1.4M single nucleotide polymorphisms (SNPs) chips for longissimus RG, G6P, LAT, and GP levels in 301 purebred Erhualian pigs.Results: We found that the average GP value of Erhualian was unusually low (68.09 μmol/g), but the variation was large (10.4–112.7 μmol/g). The SNP-based heritability estimates for the four traits ranged from 0.16–0.32. In total, our GWAS revealed 31 quantitative trait loci (QTLs), including eight for RG, nine for G6P, nine for LAT, five for GP. Of these loci, eight were genome-wide significant (p < 3.8 × 10−7), and six loci were common to two or three traits. Multiple promising candidate genes such as FTO, MINPP1, RIPOR2, SCL8A3, LIFR and SRGAP1 were identified. The genotype combinations of the five GP-associated SNPs also showed significant effect on other meat quality traits.Discussion: These results not only provide insights into the genetic architecture of GP related traits in Erhualian, but also are useful for pig breeding programs involving this breed.
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- 2023
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3. Identification and validation of a regulatory mutation upstream of the BMP2 gene associated with carcass length in pigs
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Jing Li, Song Peng, Liepeng Zhong, Lisheng Zhou, Guorong Yan, Shijun Xiao, Junwu Ma, and Lusheng Huang
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Animal culture ,SF1-1100 ,Genetics ,QH426-470 - Abstract
Abstract Background Carcass length is very important for body size and meat production for swine, thus understanding the genetic mechanisms that underly this trait is of great significance in genetic improvement programs for pigs. Although many quantitative trait loci (QTL) have been detected in pigs, very few have been fine-mapped to the level of the causal mutations. The aim of this study was to identify potential causal single nucleotide polymorphisms (SNPs) for carcass length by integrating a genome-wide association study (GWAS) and functional assays. Results Here, we present a GWAS in a commercial Duroc × (Landrace × Yorkshire) (DLY) population that reveals a prominent association signal (P = 4.49E−07) on pig chromosome 17 for carcass length, which was further validated in two other DLY populations. Within the detected 1 Mb region, the BMP2 gene stood out as the most likely causal candidate because of its functions in bone growth and development. Whole-genome gene expression studies showed that the BMP2 gene was differentially expressed in the cartilage tissues of pigs with extreme carcass length. Then, we genotyped an additional 267 SNPs in 500 selected DLY pigs, followed by further whole-genome SNP imputation, combined with deep genome resequencing data on multiple pig breeds. Reassociation analyses using genotyped and imputed SNP data revealed that the rs320706814 SNP, located approximately 123 kb upstream of the BMP2 gene, was the strongest candidate causal mutation, with a large association with carcass length, with a ~ 4.2 cm difference in length across all three DLY populations (N = 1501; P = 3.66E−29). This SNP segregated in all parental lines of the DLY (Duroc, Large White and Landrace) and was also associated with a significant effect on body length in 299 pure Yorkshire pigs (P = 9.2E−4), which indicates that it has a major value for commercial breeding. Functional assays showed that this SNP is likely located within an enhancer and may affect the binding affinity of transcription factors, thereby regulating BMP2 gene expression. Conclusions Taken together, these results suggest that the rs320706814 SNP on pig chromosome 17 is a putative causal mutation for carcass length in the widely used DLY pigs and has great value in breeding for body size in pigs.
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- 2021
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4. UPLC-Orbitrap-MS/MS Combined With Biochemical Analysis to Determine the Growth and Development of Mothers and Fetuses in Different Gestation Periods on Tibetan Sow Model
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Longmiao Zhang, Chengquan Tan, Zhongquan Xin, Shuangbo Huang, Junwu Ma, Meiyu Zhang, Gang Shu, Hefeng Luo, Baichuan Deng, Qingyan Jiang, and Jinping Deng
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gestation periods ,mothers ,fetuses ,serum ,amniotic fluid ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Pregnancy is a complex and dynamic process, the physiological and metabolite changes of the mother are affected by different pregnancy stages, but little information is available about their changes and potential mechanisms during pregnancy, especially in blood and amniotic fluid. Here, the maternal metabolism rules at different pregnancy stages were investigated by using a Tibetan sow model to analyze the physiological hormones and nutrient metabolism characteristics of maternal serum and amniotic fluid as well as their correlations with each other. Our results showed that amniotic fluid had a decrease (P < 0.05) in the concentrations of glucose, insulin and hepatocyte growth factor as pregnancy progressed, while maternal serum exhibited the highest concentrations of glucose and insulin at 75 days of gestation (P < 0.05), and a significant positive correlation (P < 0.05) between insulin and citric acid. Additionally, T4 and cortisol had the highest levels during late gestation (P < 0.05). Furthermore, metabolomics analysis revealed significant enrichment in the citrate cycle pathway and the phenylalanine/tyrosine/tryptophan biosynthesis pathway (P < 0.05) with the progress of gestation. This study clarified the adaptive changes of glucose, insulin and citric acid in Tibetan sows during pregnancy as well as the influence of aromatic amino acids, hepatocyte growth factor, cortisol and other physiological indicators on fetal growth and development, providing new clues for the normal development of the mother and the fetus, which may become a promising target for improving the well-being of pregnancy.
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- 2022
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5. An Integrative Analysis of Transcriptome and GWAS Data to Identify Potential Candidate Genes Influencing Meat Quality Traits in Pigs
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Xianxian Liu, Junjie Zhang, Xinwei Xiong, Congying Chen, Yuyun Xing, Yanyu Duan, Shijun Xiao, Bin Yang, and Junwu Ma
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pig ,meat quality ,transcriptome ,QTT ,eQTL ,GWAS ,Genetics ,QH426-470 - Abstract
Understanding the genetic factors behind meat quality traits is of great significance to animal breeding and production. We previously conducted a genome-wide association study (GWAS) for meat quality traits in a White Duroc × Erhualian F2 pig population using Illumina porcine 60K SNP data. Here, we further investigate the functional candidate genes and their network modules associated with meat quality traits by integrating transcriptomics and GWAS information. Quantitative trait transcript (QTT) analysis, gene expression QTL (eQTL) mapping, and weighted gene co-expression network analysis (WGCNA) were performed using the digital gene expression (DGE) data from 493 F2 pig’s muscle and liver samples. Among the quantified 20,108 liver and 23,728 muscle transcripts, 535 liver and 1,014 muscle QTTs corresponding to 416 and 721 genes, respectively, were found to be significantly (p < 5 × 10−4) correlated with 22 meat quality traits measured on longissiums dorsi muscle (LM) or semimembranosus muscle (SM). Transcripts associated with muscle glycolytic potential (GP) and pH values were enriched for genes involved in metabolic process. There were 42 QTTs (for 32 genes) shared by liver and muscle tissues, of which 10 QTTs represent GP- and/or pH-related genes, such as JUNB, ATF3, and PPP1R3B. Furthermore, a genome-wide eQTL mapping revealed a total of 3,054 eQTLs for all annotated transcripts in muscle (p < 2.08 × 10−5), including 1,283 cis-eQTLs and 1771 trans-eQTLs. In addition, WGCNA identified five modules relevant to glycogen metabolism pathway and highlighted the connections between variations in meat quality traits and genes involved in energy process. Integrative analysis of GWAS loci, eQTL, and QTT demonstrated GALNT15/GALNTL2 and HTATIP2 as strong candidate genes for drip loss and pH drop from postmortem 45 min to 24 h, respectively. Our findings provide valuable insights into the genetic basis of meat quality traits and greatly expand the number of candidate genes that may be valuable for future functional analysis and genetic improvement of meat quality.
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- 2021
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6. Evidence Against the Causal Relationship Between a Putative Cis-Regulatory Variant of MYH3 and Intramuscular Fat Content in Pigs
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Cong Huang, Liepeng Zhong, Xiaoxiao Zou, Yizhong Huang, Liping Cai, and Junwu Ma
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MYH3 ,6-bp deletion variant ,causal mutation ,meat quality traits ,intramuscular fat content ,Veterinary medicine ,SF600-1100 - Abstract
Improving meat quality has become the main goal of modern pig breeding. Intramuscular fat content (IMF) is an important trait influencing meat quality of livestock, but the molecular mechanism behind this trait is still unclear. Recently, Cho et al. reported the discovery of the first causal mutation affecting IMF and red flesh color (a*) in pigs, namely XM_013981330.2:g.−1805_−1810del, a 6-bp deletion variant in the porcine MYH3 promoter region. The objective of this study was to reassess the causality of this mutation for its potential commercial application. By Sanger sequencing, we firstly identified several new variants (including a 4-bp deletion) at or near the 6-bp deletion site, which formed four haplotypes in multiple breeds. Unexpectedly, the 6-bp deletion allele, previously determined as the MYH3 Q allele because of its significantly positive effect on IMF and a*, was found not only in Chinese indigenous breeds, but also in four western commercial breeds with relatively lower IMF levels, including Duroc, Large White, Landrace and Pietrain. More surprisingly, we found that the MYH3 Q allele and the haplotypes harboring it had no significant effects on IMF, marbling and color score in three large-scale divergent pig populations: the heterogeneous F6 and F7 pigs and commercial crossbred Duroc × (Landrace × Yorkshire) pigs. Transient transfection analysis in porcine satellite cells showed that the 6-bp deletion variants had a negligible effect on transcription of reporter gene, but could attenuate the MRF (myogenesis regulatory factors)-induced increase in luciferase activity of the MYH3 promoter vector. The MYH3 protein level in muscle did not differ significantly among the haplotype groups. Therefore, our results cannot support the causal relationship between the 6-bp deletion in MYH3 and IMF trait, suggesting that the causal mutation for the IMF QTL on SSC12 needs to be further identified.
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- 2021
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7. Muscle glycogen level and occurrence of acid meat in commercial hybrid pigs are regulated by two low-frequency causal variants with large effects and multiple common variants with small effects
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Xianxian Liu, Lisheng Zhou, Xianhua Xie, Zhongzi Wu, Xinwei Xiong, Zhiyan Zhang, Jie Yang, Shijun Xiao, Mengqing Zhou, Junwu Ma, and Lusheng Huang
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Animal culture ,SF1-1100 ,Genetics ,QH426-470 - Abstract
Abstract Background Meat production from the commercial crossbred Duroc × (Landrace × Yorkshire) (DLY) pig is predominant in the pork industry, but its meat quality is often impaired by low ultimate pH (pHu). Muscle glycogen level at slaughter is closely associated with pHu and meat technological quality, but its genetic basis remains elusive. The aim of this study was to identify genes and/or causative mutations associated with muscle glycogen level and other meat quality traits by performing a genome-wide association study (GWAS) and additional analyses in a population of 610 DLY pigs. Results Our initial GWAS identified a genome-wide significant (P = 2.54e−11) quantitative trait locus (QTL) on SSC15 (SSC for Sus scrofa chromosome) for the level of residual glycogen and glucose (RG) in the longissimus muscle at 45 min post-mortem. Then, we demonstrated that a low-frequency (minor allele frequency = 0.014) R200Q missense mutation in the PRKAG3 (RN) gene caused this major QTL effect on RG. Moreover, we showed that the 200Q (RN –) allele was introgressed from the Hampshire breed into more than one of the parental breeds of the DLY pigs. After conditioning on R200Q, re-association analysis revealed three additional QTL for RG on SSC3 and 4, and on an unmapped scaffold (AEMK02000452.1). The SSC3 QTL was most likely caused by a splice mutation (g.8283C>A) in the PHKG1 gene that we had previously identified. Based on functional annotation, the genes TMCO1 on SSC4 and CKB on the scaffold represent promising candidate genes for the other two QTL. There were significant interaction effects of the GWAS tag SNPs at those two loci with PRKAG3 R200Q on RG. In addition, a number of common variants with potentially smaller effects on RG (P A. Conclusions We found that the RN – allele segregates in the parental lines of our DLY population and strongly influences its meat quality. Our findings also indicate that the genetic basis of RG in DLY can be mainly attributed to two major genes (PRKAG3 and PHKG1), along with many minor genes.
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- 2019
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8. JMJD6 negatively regulates cytosolic RNA induced antiviral signaling by recruiting RNF5 to promote activated IRF3 K48 ubiquitination.
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Wei Zhang, Qi Wang, Fan Yang, Zixiang Zhu, Yueyue Duan, Yang Yang, Weijun Cao, Keshan Zhang, Junwu Ma, Xiangtao Liu, and Haixue Zheng
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Immunologic diseases. Allergy ,RC581-607 ,Biology (General) ,QH301-705.5 - Abstract
The negative regulation of antiviral immune responses is essential for the host to maintain homeostasis. Jumonji domain-containing protein 6 (JMJD6) was previously identified with a number of functions during RNA virus infection. Upon viral RNA recognition, retinoic acid-inducible gene-I-like receptors (RLRs) physically interact with the mitochondrial antiviral signaling protein (MAVS) and activate TANK-binding kinase 1 (TBK1) to induce type-I interferon (IFN-I) production. Here, JMJD6 was demonstrated to reduce type-I interferon (IFN-I) production in response to cytosolic poly (I:C) and RNA virus infections, including Sendai virus (SeV) and Vesicular stomatitis virus (VSV). Genetic inactivation of JMJD6 enhanced IFN-I production and impaired viral replication. Our unbiased proteomic screen demonstrated JMJD6 contributes to IRF3 K48 ubiquitination degradation in an RNF5-dependent manner. Mice with gene deletion of JMJD6 through piggyBac transposon-mediated gene transfer showed increased VSV-triggered IFN-I production and reduced susceptibility to the virus. These findings classify JMJD6 as a negative regulator of the host's innate immune responses to cytosolic viral RNA.
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- 2021
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9. Genome-wide association study identifies 22 new loci for body dimension and body weight traits in a White Duroc×Erhualian F intercross population
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Jiuxiu Ji, Lisheng Zhou, Yuanmei Guo, Lusheng Huang, and Junwu Ma
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Pig ,Genome-wide Association Study (GWAS) ,Candidate Gene ,Body Dimension ,Body Weight ,Animal culture ,SF1-1100 ,Animal biochemistry ,QP501-801 - Abstract
Objective Growth-related traits are important economic traits in the swine industry. However, the genetic mechanism of growth-related traits is little known. The aim of this study was to screen the candidate genes and molecular markers associated with body dimension and body weight traits in pigs. Methods A genome-wide association study (GWAS) on body dimension and body weight traits was performed in a White Duroc×Erhualian F2 intercross by the illumina PorcineSNP60K Beadchip. A mixed linear model was used to assess the association between single nucleotide polymorphisms (SNPs) and the phenotypes. Results In total, 611 and 79 SNPs were identified significantly associated with body dimension traits and body weight respectively. All SNPs but 62 were located into 23 genomic regions (quantitative trait loci, QTLs) on 14 autosomal and X chromosomes in Sus scrofa Build 10.2 assembly. Out of the 23 QTLs with the suggestive significance level (5×10−4), three QTLs exceeded the genome-wide significance threshold (1.15×10−6). Except the one on Sus scrofa chromosome (SSC) 7 which was reported previously all the QTLs are novel. In addition, we identified 5 promising candidate genes, including cell division cycle 7 for abdominal circumference, pleiomorphic adenoma gene 1 and neuropeptides B/W receptor 1 for both body weight and cannon bone circumference on SSC4, phosphoenolpyruvate carboxykinase 1, and bone morphogenetic protein 7 for hip circumference on SSC17. Conclusion The results have not only demonstrated a number of potential genes/loci associated with the growth-related traits in pigs, but also laid a foundation for studying the genes’ role and further identifying causative variants underlying these loci.
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- 2017
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10. Landscape of Loci and Candidate Genes for Muscle Fatty Acid Composition in Pigs Revealed by Multiple Population Association Analysis
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Junjie Zhang, Yifeng Zhang, Huanfa Gong, Leilei Cui, Junwu Ma, Congying Chen, Huashui Ai, Shijun Xiao, Lusheng Huang, and Bin Yang
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genome-wide association studies ,sequence imputation ,meta-analysis ,fatty acid composition ,pig ,Genetics ,QH426-470 - Abstract
Genome wide association analyses in diverse populations can identify complex trait loci that are specifically present in one population or shared across multiple populations, which help to better understand the genetic architecture of complex traits in a broader genetic context. In this study, we conducted genome-wide association studies and meta-analysis for 38 fatty acid composition traits with 12–19 million imputed genome sequence SNPs in 2446 pigs from six populations, encompassing White Duroc × Erhualian F2, Sutai, Duroc-Landrace-Yorkshire (DLY) three-way cross, Laiwu, Erhualian, and Bamaxiang pigs that were originally genotyped with 60 K or 1.4 million single nucleotide polymorphism (SNP) chips. The analyses uncovered 285 lead SNPs (P < 5 × 10-8), among which 78 locate more than 1 Mb to the lead chip SNPs were considered as novel, largely augmented the landscape of loci for porcine muscle fatty acid composition. Meta-analysis enhanced the association significance at loci near FADS2, ABCD2, ELOVL5, ELOVL6, ELOVL7, SCD, and THRSP genes, suggesting possible existence of population shared mutations underlying these loci. Further haplotype analysis at SCD loci identified a shared 3.7 kb haplotype in F2, Sutai and DLY pigs showing consistent effects of decreasing C18:0 contents in the three populations. In contrast, at FASN loci, we found an Erhualian specific haplotype explaining the population specific association signals in Erhualian pigs. This study refines our understanding on landscape of loci and candidate genes for fatty acid composition traits of pigs.
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- 2019
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11. Production of Transgenic Pigs with an Introduced Missense Mutation of the Bone Morphogenetic Protein Receptor Type IB Gene Related to Prolificacy
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Xueyan Zhao, Qiang Yang, Kewei Zhao, Chao Jiang, Dongren Ren, Pan Xu, Xiaofang He, Rongrong Liao, Kai Jiang, Junwu Ma, Shijun Xiao, Jun Ren, and Yuyun Xing
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Transgenic ,Handmade Cloning ,Pig ,Coding Sequence ,Reproductive Traits ,Animal culture ,SF1-1100 ,Animal biochemistry ,QP501-801 - Abstract
In the last few decades, transgenic animal technology has witnessed an increasingly wide application in animal breeding. Reproductive traits are economically important to the pig industry. It has been shown that the bone morphogenetic protein receptor type IB (BMPR1B) A746G polymorphism is responsible for the fertility in sheep. However, this causal mutation exits exclusively in sheep and goat. In this study, we attempted to create transgenic pigs by introducing this mutation with the aim to improve reproductive traits in pigs. We successfully constructed a vector containing porcine BMPR1B coding sequence (CDS) with the mutant G allele of A746G mutation. In total, we obtained 24 cloned male piglets using handmade cloning (HMC) technique, and 12 individuals survived till maturation. A set of polymerase chain reactions indicated that 11 of 12 matured boars were transgene-positive individuals, and that the transgenic vector was most likely disrupted during cloning. Of 11 positive pigs, one (No. 11) lost a part of the terminator region but had the intact promoter and the CDS regions. cDNA sequencing showed that the introduced allele (746G) was expressed in multiple tissues of transgene-positive offspring of No.11. Western blot analysis revealed that BMPR1B protein expression in multiple tissues of transgene-positive F1 piglets was 0.5 to 2-fold higher than that in the transgene-negative siblings. The No. 11 boar showed normal litter size performance as normal pigs from the same breed. Transgene-positive F1 boars produced by No. 11 had higher semen volume, sperm concentration and total sperm per ejaculate than the negative siblings, although the differences did not reached statistical significance. Transgene-positive F1 sows had similar litter size performance to the negative siblings, and more data are needed to adequately assess the litter size performance. In conclusion, we obtained 24 cloned transgenic pigs with the modified porcine BMPR1B CDS using HMC. cDNA sequencing and western blot indicated that the exogenous BMPR1B CDS was successfully expressed in host pigs. The transgenic pigs showed normal litter size performance. However, no significant differences in litter size were found between transgene-positive and negative sows. Our study provides new insight into producing cloned transgenic livestock related to reproductive traits.
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- 2016
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12. A splice mutation in the PHKG1 gene causes high glycogen content and low meat quality in pig skeletal muscle.
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Junwu Ma, Jie Yang, Lisheng Zhou, Jun Ren, Xianxian Liu, Hui Zhang, Bin Yang, Zhiyan Zhang, Huanban Ma, Xianhua Xie, Yuyun Xing, Yuanmei Guo, and Lusheng Huang
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Genetics ,QH426-470 - Abstract
Glycolytic potential (GP) in skeletal muscle is economically important in the pig industry because of its effect on pork processing yield. We have previously mapped a major quantitative trait loci (QTL) for GP on chromosome 3 in a White Duroc × Erhualian F2 intercross. We herein performed a systems genetic analysis to identify the causal variant underlying the phenotype QTL (pQTL). We first conducted genome-wide association analyses in the F2 intercross and an F19 Sutai pig population. The QTL was then refined to an 180-kb interval based on the 2-LOD drop method. We then performed expression QTL (eQTL) mapping using muscle transcriptome data from 497 F2 animals. Within the QTL interval, only one gene (PHKG1) has a cis-eQTL that was colocolizated with pQTL peaked at the same SNP. The PHKG1 gene encodes a catalytic subunit of the phosphorylase kinase (PhK), which functions in the cascade activation of glycogen breakdown. Deep sequencing of PHKG1 revealed a point mutation (C>A) in a splice acceptor site of intron 9, resulting in a 32-bp deletion in the open reading frame and generating a premature stop codon. The aberrant transcript induces nonsense-mediated decay, leading to lower protein level and weaker enzymatic activity in affected animals. The mutation causes an increase of 43% in GP and a decrease of>20% in water-holding capacity of pork. These effects were consistent across the F2 and Sutai populations, as well as Duroc × (Landrace × Yorkshire) hybrid pigs. The unfavorable allele exists predominantly in Duroc-derived pigs. The findings provide new insights into understanding risk factors affecting glucose metabolism, and would greatly contribute to the genetic improvement of meat quality in Duroc related pigs.
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- 2014
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13. Genome-wide association study of meat quality traits in a White Duroc×Erhualian F2 intercross and Chinese Sutai pigs.
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Junwu Ma, Jie Yang, Lisheng Zhou, Zhiyan Zhang, Huanban Ma, Xianhua Xie, Feng Zhang, Xinwei Xiong, Leilei Cui, Hui Yang, Xianxian Liu, Yanyu Duan, Shijun Xiao, Huashui Ai, Jun Ren, and Lusheng Huang
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Medicine ,Science - Abstract
Thousands of QTLs for meat quality traits have been identified by linkage mapping studies, but most of them lack precise position or replication between populations, which hinder their application in pig breeding programs. To localize QTLs for meat quality traits to precise genomic regions, we performed a genome-wide association (GWA) study using the Illumina PorcineSNP60K Beadchip in two swine populations: 434 Sutai pigs and 933 F2 pigs from a White Duroc×Erhualian intercross. Meat quality traits, including pH, color, drip loss, moisture content, protein content and intramuscular fat content (IMF), marbling and firmness scores in the M. longissimus (LM) and M. semimembranosus (SM) muscles, were recorded on the two populations. In total, 127 chromosome-wide significant SNPs for these traits were identified. Among them, 11 SNPs reached genome-wise significance level, including 1 on SSC3 for pH, 1 on SSC3 and 3 on SSC15 for drip loss, 3 (unmapped) for color a*, and 2 for IMF each on SSC9 and SSCX. Except for 11 unmapped SNPs, 116 significant SNPs fell into 28 genomic regions of approximately 10 Mb or less. Most of these regions corresponded to previously reported QTL regions and spanned smaller intervals than before. The loci on SSC3 and SSC7 appeared to have pleiotropic effects on several related traits. Besides them, a few QTL signals were replicated between the two populations. Further, we identified thirteen new candidate genes for IMF, marbling and firmness, on the basis of their positions, functional annotations and reported expression patterns. The findings will contribute to further identification of the causal mutation underlying these QTLs and future marker-assisted selection in pigs.
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- 2013
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14. Genome-wide association study reveals constant and specific loci for hematological traits at three time stages in a White Duroc × Erhualian F2 resource population.
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Zhiyan Zhang, Yuan Hong, Jun Gao, Shijun Xiao, Junwu Ma, Wanchang Zhang, Jun Ren, and Lusheng Huang
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Medicine ,Science - Abstract
Hematological traits are important indicators of immune function and have been commonly examined as biomarkers of disease and disease severity in humans. Pig is an ideal biomedical model for human diseases due to its high degree of similarity with human physiological characteristics. Here, we conducted genome-wide association studies (GWAS) for 18 hematological traits at three growth stages (days 18, 46 and 240) in a White Duroc × Erhualian F2 intercross. In total, we identified 38 genome-wide significant regions containing 185 genome-wide significant SNPs by single-marker GWAS or LONG-GWAS. The significant regions are distributed on pig chromosomes (SSC) 1, 4, 5, 7, 8, 10, 11, 12, 13, 17 and 18, and most of significant SNPs reside on SSC7 and SSC8. Of the 38 significant regions, 7 show constant effects on hematological traits across the whole life stages, and 6 regions have time-specific effects on the measured traits at early or late stages. The most prominent locus is the genomic region between 32.36 and 84.49 Mb on SSC8 that is associated with multiple erythroid traits. The KIT gene in this region appears to be a promising candidate gene. The findings improve our understanding of the genetic architecture of hematological traits in pigs. Further investigations are warranted to characterize the responsible gene(s) and causal variant(s) especially for the major loci on SSC7 and SSC8.
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- 2013
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15. Genome-wide association analyses for fatty acid composition in porcine muscle and abdominal fat tissues.
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Bin Yang, Wanchang Zhang, Zhiyan Zhang, Yin Fan, Xianhua Xie, Huashui Ai, Junwu Ma, Shijun Xiao, Lusheng Huang, and Jun Ren
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Medicine ,Science - Abstract
Fatty acid composition is an important phenotypic trait in pigs as it affects nutritional, technical and sensory quality of pork. Here, we reported a genome-wide association study (GWAS) for fatty acid composition in the longissimus muscle and abdominal fat tissues of 591 White Duroc×Erhualian F2 animals and in muscle samples of 282 Chinese Sutai pigs. A total of 46 loci surpassing the suggestive significance level were identified on 15 pig chromosomes (SSC) for 12 fatty acids, revealing the complex genetic architecture of fatty acid composition in pigs. Of the 46 loci, 15 on SSC5, 7, 14 and 16 reached the genome-wide significance level. The two most significant SNPs were ss131535508 (P = 2.48×10(-25)) at 41.39 Mb on SSC16 for C20∶0 in abdominal fat and ss478935891 (P = 3.29×10(-13)) at 121.31 Mb on SSC14 for muscle C18∶0. A meta-analysis of GWAS identified 4 novel loci and enhanced the association strength at 6 loci compared to those evidenced in a single population, suggesting the presence of common underlying variants. The longissimus muscle and abdominal fat showed consistent association profiles at most of the identified loci and distinct association signals at several loci. All loci have specific effects on fatty acid composition, except for two loci on SSC4 and SSC7 affecting multiple fatness traits. Several promising candidate genes were found in the neighboring regions of the lead SNPs at the genome-wide significant loci, such as SCD for C18∶0 and C16∶1 on SSC14 and ELOVL7 for C20∶0 on SSC16. The findings provide insights into the molecular basis of fatty acid composition in pigs, and would benefit the final identification of the underlying mutations.
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- 2013
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16. A tri-loop low-dropout regulator with fast transient response based on flipped voltage follower
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Yi Wang, Yao hua Xu, Zeyuan Lin, Tao Bai, Na Bai, and Junwu Ma
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This paper introduces a low-dropout regulator (LDO) with a quick transient response to the load and no off-chip capacitance. The LDO in this work powers digital modules in system-on-chip (SoC). It has low output voltage variation and fast recovery time during load changes. This paper proposed a novel tri-loop regulation method. The basic loop is a conventional feedback loop for LDO to ensure output voltage accuracy. The transient-enhanced loop is an improved design based on the flipped voltage follower (FVF) that compensates for the effect of removing off-chip capacitance on circuit stability. The introduced Miller capacitor is used to form the AC-coupled loop, further ensuring pole separation. It is worth mentioning that this paper introduces 2 FVFs for building basic loop and transient-enhanced loop. In addition, a bandgap reference (BGR) with a self-starting circuit is designed in this paper. The LDO described in this paper operates at 5V. The LDO is based on a 0.18 um CMOS process. The dropping and rising voltages are merely 24.5 mV and 25 mV when the load current (I ) fluctuates between 1 and 50 mA. And the corresponding settling times are 2.5 us and 1.9 us respectively. The LDO described in this paper has an output of 1.8 V and the load regulation (LDR) is as low as 6.68 uV/mA.
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- 2023
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17. ABO genotype alters the gut microbiota by regulating GalNAc levels in pigs
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Hui Yang, Jinyuan Wu, Xiaochang Huang, Yunyan Zhou, Yifeng Zhang, Min Liu, Qin Liu, Shanlin Ke, Maozhang He, Hao Fu, Shaoming Fang, Xinwei Xiong, Hui Jiang, Zhe Chen, Zhongzi Wu, Huanfa Gong, Xinkai Tong, Yizhong Huang, Junwu Ma, Jun Gao, Carole Charlier, Wouter Coppieters, Lev Shagam, Zhiyan Zhang, Huashui Ai, Bin Yang, Michel Georges, Congying Chen, and Lusheng Huang
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Acetylgalactosamine ,Multidisciplinary ,Bacteria ,Genotype ,Swine ,Quantitative Trait Loci ,Animals ,N-Acetylgalactosaminyltransferases ,ABO Blood-Group System ,Gastrointestinal Microbiome - Abstract
The composition of the intestinal microbiome varies considerably between individuals and is correlated with health
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- 2022
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18. An atlas of expression quantitative trait loci of microRNAs’ in longissimus muscle of eight-way crossbred pigs
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Liepeng Zhong, Min Zheng, Yizhong Huang, Tao Jiang, Bin Yang, Lusheng Huang, and Junwu Ma
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Genetics ,Molecular Biology - Published
- 2023
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19. Porcine Epidemic Diarrhea Virus Membrane Protein Interacted with IRF7 to Inhibit Type I IFN Production during Viral Infection
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Xiangtao Liu, Zhenxiang Zhao, Haixue Zheng, Caina Ma, Shaobo Xiao, Shasha Li, Zixiang Zhu, Fan Yang, Tian Hong, Weijun Cao, Jinping Yang, and Junwu Ma
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Swine ,Myeloma protein ,Interferon Regulatory Factor-7 ,Immunology ,medicine.disease_cause ,Cell Line ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Animals ,Humans ,Immunology and Allergy ,Coronavirus ,Swine Diseases ,Innate immune system ,biology ,Porcine epidemic diarrhea virus ,HEK 293 cells ,Membrane Proteins ,biology.organism_classification ,Virology ,Membrane protein ,Interferon Type I ,Phosphorylation ,IRF7 ,Coronavirus Infections ,030215 immunology - Abstract
Porcine epidemic diarrhea virus (PEDV) is a highly pathogenic porcine enteropathogenic coronavirus causing severe enteritis and lethal watery diarrhea in piglets. PEDV infection suppresses the synthesis of type I IFN, and multiple viral proteins of PEDV have been shown to target the adaptors of innate immune pathways to inhibit type I IFN production. In this study, we identified PEDV membrane (M) protein as a new antagonist of type I IFN production in both human embryonic kidney HEK293T cells and porcine kidney PK-15 cells and determined the antagonistic mechanism used by M protein to target IFN regulatory factor 7 (IRF7), an important regulator of type I IFN production. IRF7 is phosphorylated and activated by TBK1 and IKKε in response to viral infection. We found that PEDV M protein interacted with the inhibitory domain of IRF7 and significantly suppressed TBK1/IKKε-induced IRF7 phosphorylation and dimerization of IRF7, leading to the decreased expression of type I IFN, although it did not affect the interaction between TBK1/IKKε and IRF7. As expected, overexpression of M protein significantly increased PEDV replication in porcine cells. The M proteins of both epidemic PEDV strains and vaccine strain showed similar antagonistic effect on type I IFN production, and the 1-55 region of M protein was essential for disruption of IRF7 function by interacting with IRF7. Taken together, our data identified a new, to our knowledge, IFN antagonist of PEDV, as well as a novel, to our knowledge, antagonistic mechanism evolved by PEDV to inhibit type I IFN production.
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- 2021
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20. Using phenotypic and genotypic big data to investigate the effect of muscle fiber characteristics on meat quality and eating quality traits in pigs
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Liping Cai, Yizhong Huang, Liepeng Zhong, Xiaoxiao Zou, Jiuxiu Ji, Xianxian Liu, Cong Huang, Qingjie Zeng, Bin Yang, Shijun Xiao, Junwu Ma, and Lusheng Huang
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Food Science - Published
- 2023
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21. Subcutaneous and intramuscular fat transcriptomes show large differences in network organization and associations with adipose traits in pigs
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Zhongzi Wu, Junjie Zhang, Junwu Ma, Yingchun Sun, Bin Yang, Lusheng Huang, Yifeng Zhang, Shijun Xiao, and Xinwei Xiong
- Subjects
0301 basic medicine ,medicine.medical_specialty ,Swine ,Quantitative Trait Loci ,Subcutaneous Fat ,Adipose tissue ,Quantitative trait locus ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Animals ,Lipolysis ,Gene Regulatory Networks ,Muscle, Skeletal ,Gene ,General Environmental Science ,Fat cell differentiation ,Phenotype ,Alternative Splicing ,030104 developmental biology ,Endocrinology ,Adipose Tissue ,Organ Specificity ,030220 oncology & carcinogenesis ,Pork Meat ,Intramuscular fat ,General Agricultural and Biological Sciences - Abstract
Subcutaneous fat (SCF) and intramuscular fat (IMF) deposition is relevant to health in humans, as well as meat production and quality in pigs. In this study, we generated RNA sequence data for 122 SCF, 120 IMF, and 87 longissimus dorsi muscle (LDM) samples using 155 F6 pigs from a specially designed heterogeneous population generated by intercrossing four highly selected European commercial breeds and four indigenous Chinese pig breeds. The phenotypes including waist back fat thickness and intramuscular fat content were also measured in the 155 F6 pigs. We found that the genes in SCF and IMF differed largely in both expression levels and network connectivity, and highlighted network modules that exhibited strongest gain of connectivity in SCF and IMF, containing genes that were associated with the immune process and DNA double-strand repair, respectively. We identified 215 SCF genes related to kinase inhibitor activity, mitochondrial fission, and angiogenesis, and 90 IMF genes related to lipolysis and fat cell differentiation, displayed a tissue-specific association with back fat thickness and IMF content, respectively. We found that cis-expression QTL for trait-associated genes in the two adipose tissues tended to have tissue-dependent predictability for the two adipose traits. Alternative splicing of genes was also found to be associated with SCF or IMF deposition, but the association was much less extensive than that based on expression levels. This study provides a better understanding of SCF and IMF gene transcription and network organization and identified critical genes and network modules that displayed tissue-specific associations with subcutaneous and intramuscular fat deposition. These features are helpful for designing breeding programs to genetically improve the two adipose traits in a balanced way.
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- 2021
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22. Gene expression networks in the Drosophila Genetic Reference Panel
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Robert R. H. Anholt, Fabio Morgante, Richard F. Lyman, Matthew S. Geisz, Wen Huang, Genevieve St. Armour, Shanshan Zhou, Lavanya Turlapati, Junwu Ma, Logan J. Everett, Mary Anna Carbone, Trudy F. C. Mackay, and Gunjan H. Arya
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Resource ,Male ,Transposable element ,Euchromatin ,Heterochromatin ,Quantitative Trait Loci ,Computational biology ,Biology ,Quantitative trait locus ,Genome ,DNA sequencing ,03 medical and health sciences ,0302 clinical medicine ,Gene mapping ,Genetic variation ,Genetics ,Animals ,Gene Regulatory Networks ,Gene ,Genetics (clinical) ,030304 developmental biology ,0303 health sciences ,Sequence Analysis, RNA ,Microbiota ,Genetic Variation ,High-Throughput Nucleotide Sequencing ,Drosophila melanogaster ,Gene Expression Regulation ,Evolutionary biology ,Expression quantitative trait loci ,DNA Transposable Elements ,Female ,030217 neurology & neurosurgery - Abstract
A major challenge in modern biology is to understand how naturally occurring variation in DNA sequences affects complex organismal traits through networks of intermediate molecular phenotypes. This question is best addressed in a genetic mapping population in which all molecular polymorphisms are known and for which molecular endophenotypes and complex traits are assessed on the same genotypes. Here, we performed deep RNA sequencing of 200 Drosophila Genetic Reference Panel inbred lines with complete genome sequences and for which phenotypes of many quantitative traits have been evaluated. We mapped expression quantitative trait loci for annotated genes, novel transcribed regions, transposable elements, and microbial species. We identified host variants that affect expression of transposable elements, independent of their copy number, as well as microbiome composition. We constructed sex-specific expression quantitative trait locus regulatory networks. These networks are enriched for novel transcribed regions and target genes in heterochromatin and euchromatic regions of reduced recombination, as well as genes regulating transposable element expression. This study provides new insights regarding the role of natural genetic variation in regulating gene expression and generates testable hypotheses for future functional analyses.
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- 2020
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23. UPLC-Orbitrap-MS/MS Combined With Biochemical Analysis to Determine the Growth and Development of Mothers and Fetuses in Different Gestation Periods on Tibetan Sow Model
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Longmiao Zhang, Chengquan Tan, Zhongquan Xin, Shuangbo Huang, Junwu Ma, Meiyu Zhang, Gang Shu, Hefeng Luo, Baichuan Deng, Qingyan Jiang, and Jinping Deng
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Nutrition and Dietetics ,Endocrinology, Diabetes and Metabolism ,Food Science - Abstract
Pregnancy is a complex and dynamic process, the physiological and metabolite changes of the mother are affected by different pregnancy stages, but little information is available about their changes and potential mechanisms during pregnancy, especially in blood and amniotic fluid. Here, the maternal metabolism rules at different pregnancy stages were investigated by using a Tibetan sow model to analyze the physiological hormones and nutrient metabolism characteristics of maternal serum and amniotic fluid as well as their correlations with each other. Our results showed that amniotic fluid had a decrease (P < 0.05) in the concentrations of glucose, insulin and hepatocyte growth factor as pregnancy progressed, while maternal serum exhibited the highest concentrations of glucose and insulin at 75 days of gestation (P < 0.05), and a significant positive correlation (P < 0.05) between insulin and citric acid. Additionally, T4 and cortisol had the highest levels during late gestation (P < 0.05). Furthermore, metabolomics analysis revealed significant enrichment in the citrate cycle pathway and the phenylalanine/tyrosine/tryptophan biosynthesis pathway (P < 0.05) with the progress of gestation. This study clarified the adaptive changes of glucose, insulin and citric acid in Tibetan sows during pregnancy as well as the influence of aromatic amino acids, hepatocyte growth factor, cortisol and other physiological indicators on fetal growth and development, providing new clues for the normal development of the mother and the fetus, which may become a promising target for improving the well-being of pregnancy.
- Published
- 2021
24. Whole-genome sequence-based association analyses on an eight-breed crossed heterogeneous stock of pigs reveal the genetic basis of skeletal muscle fiber characteristics
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Yizhong, Huang, Liping, Cai, Yanyu, Duan, Qingjie, Zeng, Maozhang, He, Zhongping, Wu, Xiaoxiao, Zou, Mengqing, Zhou, Zhou, Zhang, Shijun, Xiao, Bin, Yang, Junwu, Ma, and Lusheng, Huang
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Food Science - Abstract
Skeletal muscle fiber characteristics (MFCs) have been extensively studied due to their importance to human health and athletic ability, as well as to the quantity and quality of livestock meat production. Hence, we performed a genome-wide association study (GWAS) on nine muscle fiber traits by using whole genome sequence data in an eight-breed crossed heterogeneous stock pig population. This GWAS revealed 67 quantitative trait loci (QTLs) for these traits. The most significant GWAS signal was detected in the region of Sus scrofa chromosome 12 (SSC12) containing the MYH gene family. Notably, we identified a significant SNP rs322008693 (P = 7.52E-09) as the most likely causal mutation for the total number of muscle fibers (TNMF) QTL on SSC1. The results of EMSA and luciferase assays indicated that the rs322008693 SNP resided in a functional element. These findings provide valuable molecular markers for pig meat production selection as well as for deciphering the genetic mechanisms of the muscle fiber physiology.
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- 2022
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25. An Integrative Analysis of Transcriptome and GWAS Data to Identify Potential Candidate Genes Influencing Meat Quality Traits in Pigs
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Bin Yang, Xianxian Liu, Yanyu Duan, Junwu Ma, Junjie Zhang, Xinwei Xiong, Congying Chen, Shijun Xiao, and Yuyun Xing
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pig ,Genetics ,education.field_of_study ,Candidate gene ,Population ,candidate gene ,Genome-wide association study ,QH426-470 ,Biology ,Quantitative trait locus ,QTT ,eQTL ,meat quality ,Transcriptome ,Gene expression ,Expression quantitative trait loci ,GWAS ,Molecular Medicine ,education ,transcriptome ,Gene ,Genetics (clinical) ,Original Research - Abstract
Understanding the genetic factors behind meat quality traits is of great significance to animal breeding and production. We previously conducted a genome-wide association study (GWAS) for meat quality traits in a White Duroc × Erhualian F2 pig population using Illumina porcine 60K SNP data. Here, we further investigate the functional candidate genes and their network modules associated with meat quality traits by integrating transcriptomics and GWAS information. Quantitative trait transcript (QTT) analysis, gene expression QTL (eQTL) mapping, and weighted gene co-expression network analysis (WGCNA) were performed using the digital gene expression (DGE) data from 493 F2 pig’s muscle and liver samples. Among the quantified 20,108 liver and 23,728 muscle transcripts, 535 liver and 1,014 muscle QTTs corresponding to 416 and 721 genes, respectively, were found to be significantly (p < 5 × 10−4) correlated with 22 meat quality traits measured on longissiums dorsi muscle (LM) or semimembranosus muscle (SM). Transcripts associated with muscle glycolytic potential (GP) and pH values were enriched for genes involved in metabolic process. There were 42 QTTs (for 32 genes) shared by liver and muscle tissues, of which 10 QTTs represent GP- and/or pH-related genes, such as JUNB, ATF3, and PPP1R3B. Furthermore, a genome-wide eQTL mapping revealed a total of 3,054 eQTLs for all annotated transcripts in muscle (p < 2.08 × 10−5), including 1,283 cis-eQTLs and 1771 trans-eQTLs. In addition, WGCNA identified five modules relevant to glycogen metabolism pathway and highlighted the connections between variations in meat quality traits and genes involved in energy process. Integrative analysis of GWAS loci, eQTL, and QTT demonstrated GALNT15/GALNTL2 and HTATIP2 as strong candidate genes for drip loss and pH drop from postmortem 45 min to 24 h, respectively. Our findings provide valuable insights into the genetic basis of meat quality traits and greatly expand the number of candidate genes that may be valuable for future functional analysis and genetic improvement of meat quality.
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- 2021
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26. Human-Mediated Admixture and Selection Shape the Diversity on the Modern Swine (Sus scrofa) Y Chromosomes
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Lusheng Huang, Wanbo Li, Rasmus Nielsen, Junwu Ma, Huashui Ai, Amy Goldberg, Mingpeng Zhang, Bin Yang, Débora Y. C. Brandt, and Zhiyan Zhang
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Male ,pig ,Swine ,Sus scrofa ,Introgression ,selection ,Breeding ,Biology ,AcademicSubjects/SCI01180 ,Y chromosome ,Polymorphism, Single Nucleotide ,Haplogroup ,Wild boar ,Genetic drift ,biology.animal ,Genetics ,Animals ,Humans ,Molecular Biology ,Discoveries ,Ecology, Evolution, Behavior and Systematics ,Evolutionary Biology ,Autosome ,Haplotype ,AcademicSubjects/SCI01130 ,Biological Evolution ,genome sequencing ,Domestic pig ,Haplotypes ,Evolutionary biology ,admixture ,Biochemistry and Cell Biology ,Biotechnology - Abstract
Author(s): Ai, Huashui; Zhang, Mingpeng; Yang, Bin; Goldberg, Amy; Li, Wanbo; Ma, Junwu; Brandt, Debora; Zhang, Zhiyan; Nielsen, Rasmus; Huang, Lusheng | Abstract: Throughout its distribution across Eurasia, domestic pig (Sus scrofa) populations have acquired differences through natural and artificial selection, and have often interbred. We re-sequenced 80 Eurasian pigs from 9 different Asian and European breeds; we identify 42,288 reliable SNPs on the Y chromosome in a panel of 103 males, among which 96.1% are newly detected. Based on these new data, we elucidate the evolutionary history of pigs through the lens of the Y chromosome. We identify two highly divergent haplogroups: one present only in Asia and one fixed in Europe but present in some Asian populations. Analyzing the European haplotypes present in Asian populations, we find evidence of three independent waves of introgression from Europe to Asia in last 200 years, agreeing well with the literature and historical records. The diverse European lineages were brought in China by humans and left significant imprints not only on the autosomes but also on the Y chromosome of geographically and genetically distinct Chinese pig breeds. We also find a general excess of European ancestry on Y chromosomes relative to autosomes in Chinese pigs, an observation that cannot be explained solely by sex biased migration and genetic drift. The European Y haplotype is associated with leaner meat production, and we hypothesize that the European Y chromosome increased in frequency in Chinese populations due to artificial selection. We find evidence of Y chromosomal gene-flow between Sumatran wild boar and Chinese pigs. Our results demonstrate how human-mediated admixture and selection shaped the distribution of modern swine Y-chromosomes.
- Published
- 2021
27. Systems genetics of the Drosophila metabolome
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Robert R. H. Anholt, Shanshan Zhou, Trudy F. C. Mackay, Fabio Morgante, Matthew S. Geisz, and Junwu Ma
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Genetics ,0303 health sciences ,education.field_of_study ,Population ,Single-nucleotide polymorphism ,Quantitative genetics ,Biology ,Quantitative trait locus ,Phenotype ,03 medical and health sciences ,0302 clinical medicine ,Metabolomics ,Genetic variation ,Metabolome ,education ,030217 neurology & neurosurgery ,Genetics (clinical) ,030304 developmental biology - Abstract
How effects of DNA sequence variants are transmitted through intermediate endophenotypes to modulate organismal traits remains a central question in quantitative genetics. This problem can be addressed through a systems approach in a population in which genetic polymorphisms, gene expression traits, metabolites, and complex phenotypes can be evaluated on the same genotypes. Here, we focused on the metabolome, which represents the most proximal link between genetic variation and organismal phenotype, and quantified metabolite levels in 40 lines of the Drosophila melanogaster Genetic Reference Panel. We identified sex-specific modules of genetically correlated metabolites and constructed networks that integrate DNA sequence variation and variation in gene expression with variation in metabolites and organismal traits, including starvation stress resistance and male aggression. Finally, we asked to what extent SNPs and metabolites can predict trait phenotypes and generated trait- and sex-specific prediction models that provide novel insights about the metabolomic underpinnings of complex phenotypes.
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- 2019
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28. Genetic correlation of fatty acid composition with growth, carcass, fat deposition and meat quality traits based on GWAS data in six pig populations
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Congying Chen, Lusheng Huang, Junjie Zhang, Bin Yang, Huanfa Gong, Junwu Ma, Leilei Cui, Yifeng Zhang, Wanchang Zhang, Huashui Ai, and Shijun Xiao
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Male ,Gwas data ,Fatty Acids ,Sus scrofa ,food and beverages ,Genome-wide association study ,Breeding ,Biology ,Heritability ,Genetic correlation ,Red Meat ,Adipose Tissue ,Species Specificity ,Body Composition ,Animals ,Female ,lipids (amino acids, peptides, and proteins) ,Fatty acid composition ,Intramuscular fat ,Food science ,Deposition (chemistry) ,Gene ,Genome-Wide Association Study ,Food Science - Abstract
This study investigated genetic correlations of longissimus muscle fatty acid composition with 32 traits related to growth, carcass, fat deposition and meat quality in 2448 pigs from six populations using genome wide SNP data. Most of significant loci for saturated (C14:0, C16:0 and C18:0) and mono-saturated fatty acids (C18:1n9 and C16:1n7) identified in GWAS, including those near ELOVL6, SCD and FASN genes, displayed negligible or weak effects on all the 32 traits. Fat deposition traits were the most relevant traits for fatty acid composition in genetic correlations. Backfat thickness and intramuscular fat content consistently showed strong negative genetic correlations with C18:2n6, and positive genetic correlations with C18:1n9 at least five populations. Intramuscular fat content consistently has positive correlations with saturated fatty acids (SFA) in six populations. This study provided insights into shared genetic control of fatty acid composition and the other economic traits, which is helpful in design of breeding strategies to genetically improve fatty acid composition in pork.
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- 2019
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29. A whole-genome sequence based association study on pork eating quality traits and cooking loss in a specially designed heterogeneous F6 pig population
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Cong Huang, Bin Yang, Lusheng Huang, Yizhong Huang, Jiuxiu Ji, Liepeng Zhong, Xianxian Liu, Shijun Xiao, Lisheng Zhou, Song Peng, Wanbo Li, Qingjie Zeng, Min Zheng, Junwu Ma, and Yifeng Zhang
- Subjects
Male ,0301 basic medicine ,Candidate gene ,Quantitative Trait Loci ,Sus scrofa ,Population ,Genome-wide association study ,Biology ,Genome ,03 medical and health sciences ,medicine ,Animals ,Humans ,Cooking ,Muscle, Skeletal ,education ,Gene ,Crosses, Genetic ,Whole genome sequencing ,Genetics ,education.field_of_study ,food and beverages ,Large white ,Tenderness ,Red Meat ,030104 developmental biology ,Taste ,Female ,medicine.symptom ,Genome-Wide Association Study ,Food Science - Abstract
To determine the genetic basis of pork eating quality traits and cooking loss, we herein performed a genome-wide association study (GWAS) for tenderness, juiciness, oiliness, umami, overall liking and cooking loss by using whole genome sequences of heterogeneous stock F6 pigs which were generated by crossing 4 typical western pig breeds (Duroc, Landrace, Large White and Pietrain) and 4 typical Asian pig breeds (Erhualian, Laiwu, Bamaxiang and Tibetan). We identified 50 associated loci (QTLs) and most of them are novel. Seven loci also showed pleiotropic associations with different traits. In addition, we identified multiple promising candidate genes for these traits, including PAK1 and AQP11 for cooking loss, EP300 for tenderness, SDK1 for juiciness, FITM2 and 5-linked MYH genes for oiliness, and TNNI2 and TNNT3 for overall liking. Our results provide not only a better understanding of the genetic basis for meat quality, but also a potential application in future breeding for these complex traits.
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- 2018
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30. An imputed whole-genome sequence-based GWAS approach pinpoints causal mutations for complex traits in a specific swine population
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Guorong, Yan, Xianxian, Liu, Shijun, Xiao, Wenshui, Xin, Wenwu, Xu, Yiping, Li, Tao, Huang, Jiangtao, Qin, Lei, Xie, Junwu, Ma, Zhiyan, Zhang, and Lusheng, Huang
- Subjects
Multifactorial Inheritance ,Genotype ,Nucleotides ,Swine ,Mutation ,Quantitative Trait Loci ,Animals ,Polymorphism, Single Nucleotide ,Genome-Wide Association Study - Abstract
Sequencing-based genome-wide association studies (GWAS) have facilitated the identification of causal associations between genetic variants and traits in diverse species. However, it is cost-prohibitive for the majority of research groups to sequence a large number of samples. Here, we carried out genotype imputation to increase the density of single nucleotide polymorphisms in a large-scale Swine F
- Published
- 2021
31. JMJD6 negatively regulates cytosolic RNA induced antiviral signaling by recruiting RNF5 to promote activated IRF3 K48 ubiquitination
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Yueyue Duan, Junwu Ma, Qi Wang, Zhang Keshan, Zixiang Zhu, Xiangtao Liu, Zhang Wei, Zheng Haixue, Fan Yang, Weijun Cao, and Yang Yang
- Subjects
Proteomics ,Jumonji Domain-Containing Histone Demethylases ,viruses ,Biochemistry ,Mice ,0302 clinical medicine ,Interferon ,Biology (General) ,Post-Translational Modification ,Phosphorylation ,0303 health sciences ,biology ,Small interfering RNA ,Sendai virus ,Cell biology ,Precipitation Techniques ,Enzymes ,Nucleic acids ,DNA-Binding Proteins ,Vesicular stomatitis virus ,Oxidoreductases ,Luciferase ,medicine.drug ,Research Article ,Signal Transduction ,QH301-705.5 ,Ubiquitin-Protein Ligases ,Immunology ,DNA construction ,Research and Analysis Methods ,Transfection ,Microbiology ,Antiviral Agents ,Virus ,03 medical and health sciences ,Virology ,medicine ,Genetics ,Immunoprecipitation ,Animals ,Humans ,Molecular Biology Techniques ,Non-coding RNA ,Molecular Biology ,030304 developmental biology ,Mitochondrial antiviral-signaling protein ,Ubiquitination ,RNA ,Biology and Life Sciences ,Proteins ,Membrane Proteins ,RNA virus ,RC581-607 ,biology.organism_classification ,Gene regulation ,Plasmid Construction ,Enzymology ,Parasitology ,Interferon Regulatory Factor-3 ,Gene expression ,Immunologic diseases. Allergy ,IRF3 ,030217 neurology & neurosurgery ,Viral Transmission and Infection - Abstract
The negative regulation of antiviral immune responses is essential for the host to maintain homeostasis. Jumonji domain-containing protein 6 (JMJD6) was previously identified with a number of functions during RNA virus infection. Upon viral RNA recognition, retinoic acid-inducible gene-I-like receptors (RLRs) physically interact with the mitochondrial antiviral signaling protein (MAVS) and activate TANK-binding kinase 1 (TBK1) to induce type-I interferon (IFN-I) production. Here, JMJD6 was demonstrated to reduce type-I interferon (IFN-I) production in response to cytosolic poly (I:C) and RNA virus infections, including Sendai virus (SeV) and Vesicular stomatitis virus (VSV). Genetic inactivation of JMJD6 enhanced IFN-I production and impaired viral replication. Our unbiased proteomic screen demonstrated JMJD6 contributes to IRF3 K48 ubiquitination degradation in an RNF5-dependent manner. Mice with gene deletion of JMJD6 through piggyBac transposon-mediated gene transfer showed increased VSV-triggered IFN-I production and reduced susceptibility to the virus. These findings classify JMJD6 as a negative regulator of the host’s innate immune responses to cytosolic viral RNA., Author summary RLRs-mediated signaling needs to be terminated in order to prevent persistent immune responses and adverse effects to the host once the virus has been cleared. In this study, we provide rigorous evidence that JMJD6 negatively regulates RLRs-mediated innate immune responses. We found that JMJD6 recruits RNF5 to induce the K48-linked polyubiquitination and proteasomal degradation of activated IRF3. Genetic inactivation of JMJD6 in cells increases IFN-I production to suppress viral infection. Consistently, in vivo studies show that, compared with WT mice, JMJD6-deficient mice are more resistant to VSV infection with more IFN-I production and reduced viral load in livers. Our findings reveal a novel mechanism to downregulate innate immune responses mediated by RNA viral infection, which allows the host to prevent undue immune responses and sustain homeostasis.
- Published
- 2021
32. An ancient deletion in the ABO gene affects the composition of the porcine microbiome by altering intestinal N-acetyl-galactosamine concentrations
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Hui Yang, Min Liu, Yizhong Huang, Huanfa Gong, Carole Charlier, Wouter Coppieters, Zhiyan Zhang, Yunyan Zhou, Xinwei Xiong, Qin Liu, Bin Yang, Hao Fu, Jun Gao, Zhongzi Wu, Xiaochang Huang, Zhe Chen, Yifeng Zhang, Lev Shagam, Hui Jiang, Junwu Ma, Congying Chen, Michel Georges, Lusheng Huang, Shanlin Ke, Xinkai Tong, Shaoming Fang, Huashui Ai, Jinyuan Wu, and Maozhang He
- Subjects
Genetics ,education.field_of_study ,Monogastric ,Population ,Quantitative trait locus ,Biology ,Balancing selection ,Cecum ,medicine.anatomical_structure ,ABO blood group system ,medicine ,Microbiome ,education ,Gene - Abstract
SummaryWe have generated a large heterogenous stock population by intercrossing eight divergent pig breeds for multiple generations. We have analyzed the composition of the intestinal microbiota at different ages and anatomical locations in > 1,000 6th- and 7th- generation animals. We show that, under conditions of exacerbated genetic yet controlled environmental variability, microbiota composition and abundance of specific taxa (including Christensenellaceae) are heritable in this monogastric omnivore. We fine-map a QTL with major effect on the abundance of Erysipelotrichaceae to chromosome 1q and show that it is caused by a common 2.3-Kb deletion inactivating the ABO acetyl-galactosaminyl-transferase gene. We show that this deletion is a trans-species polymorphism that is ≥3.5 million years old and under balancing selection. We demonstrate that it acts by decreasing the concentrations of N-acetyl-galactosamine in the cecum thereby reducing the abundance of Erysipelotrichaceae strains that have the capacity to import and catabolize N-acetyl-galactosamine.
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- 2020
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33. A large-scale comparison of meat quality and intramuscular fatty acid composition among three Chinese indigenous pig breeds
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Huashui Ai, Shijun Xiao, Lisheng Zhou, Liping Cai, Lusheng Huang, Bin Yang, Wanchang Zhang, Yizhong Huang, Leilei Cui, Yifeng Zhang, Junwu Ma, Jiuxiu Ji, Jie Yang, Congying Chen, Junjie Zhang, and Xianxian Liu
- Subjects
Male ,Sire ,Fatty Acids ,Sus scrofa ,0402 animal and dairy science ,food and beverages ,Color ,04 agricultural and veterinary sciences ,Biology ,Breeding ,040401 food science ,040201 dairy & animal science ,0404 agricultural biotechnology ,Animal science ,Adipose Tissue ,Comparison study ,Food Quality ,Pork Meat ,Animals ,Female ,Fatty acid composition ,Intramuscular fat ,Muscle, Skeletal ,Food Science - Abstract
Derived from the long historical natural and artificial selection, Chinese indigenous pigs have formed their own special meat characteristics. We herein systematically evaluated 14 meat characteristics and 15 fatty acid composition traits on three Chinese local pig breeds. The experimental pigs were produced by crossing design covering all sire genealogy and most of dam genealogy in each of the three breeds' seed conservation farms. All animals were reared in the same standardized housing and feeding conditions. A Comparison study showed that most of the investigated meat quality traits present significant differences among Bamaxiang, Erhualian and Laiwu breeds. While Erhualian pigs outperformed pH traits, the Laiwu pigs showed extremely high intramuscular fat content, better meat color and lower drip loss (P .05). The highest contents of total saturated fatty acids and total polyunsaturated fatty acids were found in Laiwu and Erhualian, respectively. These results will benefit the future breeding utilization of these genetic resources for worldwide swine meat quality improvement.
- Published
- 2020
34. Effects of breeds, tissues and genders on purine contents in pork and the relationships between purine content and other meat quality traits
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Shijun Xiao, Min Zheng, Junwu Ma, Yizhong Huang, Jiuxiu Ji, and Lusheng Huang
- Subjects
Male ,Purine ,China ,Meat ,Gout ,Swine ,Adipose Tissue, White ,Marbled meat ,Sus scrofa ,Biology ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Species Specificity ,Food Quality ,medicine ,Animals ,Humans ,Food science ,Hyperuricemia ,Muscle, Skeletal ,Crosses, Genetic ,Longissimus Lumborum ,Sex Characteristics ,0402 animal and dairy science ,food and beverages ,Pigments, Biological ,04 agricultural and veterinary sciences ,medicine.disease ,Dietary Fats ,040401 food science ,040201 dairy & animal science ,Breed ,chemistry ,Organ Specificity ,Purines ,Swine, Miniature ,Female ,Intramuscular fat ,Food quality ,Nutritive Value ,Orchiectomy ,Animals, Inbred Strains ,Food Science - Abstract
The purine contents of animal foods are becoming widely concerned because excess intake of purine increases the risk of hyperuricemia and gout. In this study, we investigated the impacts of breed, tissue and sex on pork purine content and its correlations with multiple meat quality traits. Among six pig breeds, the average value of total purine contents (TP) in longissimus lumborum muscle was lowest in Chinese Laiwu pigs (114.2 mg/100 g) while highest in Chinese Bamaxiang mini pigs (139.3 mg/100 g). Considerable variations in TP were observed within most breeds, as well as among twelve pork organs with the range from 7 to 245 mg/100 g. However, no significant differences in TP were found between barrows and gilts. Intriguingly, lower purine content in meat was significantly associated with higher ultimate pH, better meat color and more abundant intramuscular fat content and marbling. The results thus suggest that the selection of low-purine pig species is available, which may simultaneously improve other meat quality traits.
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- 2018
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35. Genome-wide association study identifies 22 new loci for body dimension and body weight traits in a White Duroc×Erhualian F2 intercross population
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Lisheng Zhou, Lusheng Huang, Junwu Ma, Yuanmei Guo, and Jiuxiu Ji
- Subjects
0301 basic medicine ,Candidate gene ,Genome-wide Association Study (GWAS) ,Population ,Single-nucleotide polymorphism ,Genome-wide association study ,Quantitative trait locus ,Biology ,Article ,03 medical and health sciences ,Body Dimension ,education ,Gene ,X chromosome ,Genetics ,Pig ,education.field_of_study ,Autosome ,Body Weight ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,Animal Breeding and Genetics ,040201 dairy & animal science ,030104 developmental biology ,Candidate Gene ,Animal Science and Zoology ,Food Science - Abstract
Objective Growth-related traits are important economic traits in the swine industry. However, the genetic mechanism of growth-related traits is little known. The aim of this study was to screen the candidate genes and molecular markers associated with body dimension and body weight traits in pigs. Methods A genome-wide association study (GWAS) on body dimension and body weight traits was performed in a White Duroc×Erhualian F2 intercross by the illumina PorcineSNP60K Beadchip. A mixed linear model was used to assess the association between single nucleotide polymorphisms (SNPs) and the phenotypes. Results In total, 611 and 79 SNPs were identified significantly associated with body dimension traits and body weight respectively. All SNPs but 62 were located into 23 genomic regions (quantitative trait loci, QTLs) on 14 autosomal and X chromosomes in Sus scrofa Build 10.2 assembly. Out of the 23 QTLs with the suggestive significance level (5×10-4), three QTLs exceeded the genome-wide significance threshold (1.15×10-6). Except the one on Sus scrofa chromosome (SSC) 7 which was reported previously all the QTLs are novel. In addition, we identified 5 promising candidate genes, including cell division cycle 7 for abdominal circumference, pleiomorphic adenoma gene 1 and neuropeptides B/W receptor 1 for both body weight and cannon bone circumference on SSC4, phosphoenolpyruvate carboxykinase 1, and bone morphogenetic protein 7 for hip circumference on SSC17. Conclusion The results have not only demonstrated a number of potential genes/loci associated with the growth-related traits in pigs, but also laid a foundation for studying the genes' role and further identifying causative variants underlying these loci.
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- 2017
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36. Cellular DNAJA3, a Novel VP1-Interacting Protein, Inhibits Foot-and-Mouth Disease Virus Replication by Inducing Lysosomal Degradation of VP1 and Attenuating Its Antagonistic Role in the Beta Interferon Signaling Pathway
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Zixiang Zhu, Keshan Zhang, Ruoqing Mao, Xiangtao Liu, Tian Hong, Li Linlin, Fan Yang, Dang Wen, Yang Yang, Weijun Cao, Yongjie Liu, Haixue Zheng, Wei Zhang, Zhifang Wang, and Junwu Ma
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Proteasome Endopeptidase Complex ,viruses ,Immunology ,Biology ,Virus Replication ,Antiviral Agents ,Microbiology ,Cell Line ,Gene Knockout Techniques ,Viral Proteins ,03 medical and health sciences ,Interferon ,Virology ,Heat shock protein ,medicine ,Animals ,Humans ,Protein Interaction Domains and Motifs ,Phosphorylation ,030304 developmental biology ,0303 health sciences ,030302 biochemistry & molecular biology ,virus diseases ,Interferon-beta ,HSP40 Heat-Shock Proteins ,biochemical phenomena, metabolism, and nutrition ,Virus-Cell Interactions ,Cell biology ,Metabolic pathway ,HEK293 Cells ,Viral replication ,Foot-and-Mouth Disease Virus ,Insect Science ,Host-Pathogen Interactions ,DNAJA3 ,Capsid Proteins ,Interferon Regulatory Factor-3 ,CRISPR-Cas Systems ,Signal transduction ,Lysosomes ,IRF3 ,Signal Transduction ,medicine.drug - Abstract
DnaJ heat shock protein family (Hsp40) member A3 (DNAJA3) plays an important role in viral infections. However, the role of DNAJA3 in replication of foot-and-mouth-disease virus (FMDV) remains unknown. In this study, DNAJA3, a novel binding partner of VP1, was identified using yeast two-hybrid screening. The DNAJA3-VP1 interaction was further confirmed by coimmunoprecipitation and colocalization in FMDV-infected cells. The J domain of DNAJA3 (amino acids 1 to 168) and the lysine at position 208 (K208) of VP1 were shown to be critical for the DNAJA3-VP1 interaction. Overexpression of DNAJA3 dramatically dampened FMDV replication, whereas loss of function of DNAJA3 elicited opposing effects against FMDV replication. Mechanistical study demonstrated that K208 of VP1 was critical for reducing virus titer caused by DNAJA3 using K208A mutant virus. DNAJA3 induced lysosomal degradation of VP1 by interacting with LC3 to enhance the activation of lysosomal pathway. Meanwhile, we discovered that VP1 suppressed the beta interferon (IFN-β) signaling pathway by inhibiting the phosphorylation, dimerization, and nuclear translocation of IRF3. This inhibitory effect was considerably boosted in DNAJA3-knockout cells. In contrast, overexpression of DNAJA3 markedly attenuated VP1-mediated suppression on the IFN-β signaling pathway. Poly(I⋅C)-induced phosphorylation of IRF3 was also decreased in DNAJA3-knockout cells compared to that in the DNAJA3-WT cells. In conclusion, our study described a novel role for DNAJA3 in the host’s antiviral response by inducing the lysosomal degradation of VP1 and attenuating the VP1-induced suppressive effect on the IFN-β signaling pathway. IMPORTANCE This study pioneeringly determined the antiviral role of DNAJA3 in FMDV. DNAJA3 was found to interact with FMDV VP1 and trigger its degradation via the lysosomal pathway. In addition, this study is also the first to clarify the mechanism by which VP1 suppressed IFN-β signaling pathway by inhibiting the phosphorylation, dimerization, and nuclear translocation of IRF3. Moreover, DNAJA3 significantly abrogated VP1-induced inhibitive effect on the IFN-β signaling pathway. These data suggested that DNAJA3 plays an important antiviral role against FMDV by both degrading VP1 and restoring of IFN-β signaling pathway.
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- 2019
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37. Landscape of Loci and Candidate Genes for Muscle Fatty Acid Composition in Pigs Revealed by Multiple Population Association Analysis
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Huanfa Gong, Leilei Cui, Congying Chen, Junjie Zhang, Bin Yang, Huashui Ai, Junwu Ma, Shijun Xiao, Lusheng Huang, and Yifeng Zhang
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pig ,0301 basic medicine ,Candidate gene ,lcsh:QH426-470 ,Population ,Single-nucleotide polymorphism ,Genome-wide association study ,Context (language use) ,Biology ,sequence imputation ,03 medical and health sciences ,0302 clinical medicine ,fatty acid composition ,Genetics ,education ,Genetics (clinical) ,Original Research ,Genetic association ,education.field_of_study ,Haplotype ,Genetic architecture ,meta-analysis ,lcsh:Genetics ,030104 developmental biology ,030220 oncology & carcinogenesis ,genome-wide association studies ,Molecular Medicine - Abstract
Genome wide association analyses in diverse populations can identify complex trait loci that are specifically present in one population or shared across multiple populations, which help to better understand the genetic architecture of complex traits in a broader genetic context. In this study, we conducted genome-wide association studies and meta-analysis for 38 fatty acid composition traits with 12–19 million imputed genome sequence SNPs in 2446 pigs from six populations, encompassing White Duroc × Erhualian F2, Sutai, Duroc-Landrace-Yorkshire (DLY) three-way cross, Laiwu, Erhualian, and Bamaxiang pigs that were originally genotyped with 60 K or 1.4 million single nucleotide polymorphism (SNP) chips. The analyses uncovered 285 lead SNPs (P < 5 × 10-8), among which 78 locate more than 1 Mb to the lead chip SNPs were considered as novel, largely augmented the landscape of loci for porcine muscle fatty acid composition. Meta-analysis enhanced the association significance at loci near FADS2, ABCD2, ELOVL5, ELOVL6, ELOVL7, SCD, and THRSP genes, suggesting possible existence of population shared mutations underlying these loci. Further haplotype analysis at SCD loci identified a shared 3.7 kb haplotype in F2, Sutai and DLY pigs showing consistent effects of decreasing C18:0 contents in the three populations. In contrast, at FASN loci, we found an Erhualian specific haplotype explaining the population specific association signals in Erhualian pigs. This study refines our understanding on landscape of loci and candidate genes for fatty acid composition traits of pigs.
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- 2019
38. MOESM6 of Muscle glycogen level and occurrence of acid meat in commercial hybrid pigs are regulated by two low-frequency causal variants with large effects and multiple common variants with small effects
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Xianxian Liu, Lisheng Zhou, Xianhua Xie, Zhongzi Wu, Xinwei Xiong, Zhiyan Zhang, Yang, Jie, Shijun Xiao, Mengqing Zhou, Junwu Ma, and Lusheng Huang
- Abstract
Additional file 6: Table S3. Information about the 73 SNPs selected and genotyped on the whole DLY population. Of the 73 genotyped markers, 31 marked with a grey line were derived from PRKAG3 re-sequencing data, and the other 42 SNPs adjacent to PRKAG3 were screened from online databases (e.g. the UCSC Genome Browser, NCBI and Ensembl), the literature and our own whole-genome sequence data of different European commercial pig breeds.
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- 2019
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39. The effect of purine content on sensory quality of pork
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Xianxian Liu, Min Zheng, Cong Huang, Qingjie Zeng, Lusheng Huang, Junwu Ma, Jiuxiu Ji, Lisheng Zhou, Liepeng Zhong, and Yizhong Huang
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Male ,Purine ,Taste ,Gout ,Swine ,Population ,Longissimus Thoracis ,Sensory system ,Biology ,chemistry.chemical_compound ,0404 agricultural biotechnology ,medicine ,Animals ,Humans ,Food science ,Hyperuricemia ,Muscle, Skeletal ,education ,Hypoxanthine ,education.field_of_study ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,medicine.disease ,040401 food science ,040201 dairy & animal science ,Tenderness ,chemistry ,Purines ,Pork Meat ,Female ,medicine.symptom ,Food Science - Abstract
Although high level of purine in foods is considered a risk factor for hyperuricemia and gout, purine-rich foods continue to be popular for their delicious taste. The main objective of this study was to investigate the effects of purine bases on the sensory quality of pork. A total of 406 longissimus thoracis et lumborum samples were collected from a heterogeneous F6 pig population to determine purine composition and its correlation to sensory quality of pork. The contents of total purine and two major uricogenic bases (adenine and hypoxanthine) were negatively correlated with tenderness, juiciness, oiliness and overall liking (r -0.2, P 0.05), but they were not significantly correlated with umami. In contrast, guanine content, which accounts for only about 10% of the total purine content, was positively correlated with umami (r = 0.15, P 0.05), and had no significant relationships with other sensory indicators. These results imply that purine bases with different uricogenic effects also influence different sensory quality indices of pork.
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- 2021
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40. A GWA study reveals genetic loci for body conformation traits in Chinese Laiwu pigs and its implications for human BMI
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Congying Chen, Lusheng Huang, Shaoming Fang, Yaling Zhu, Zhen Zhang, Lisheng Zhou, Lin Li, Jiuxiu Ji, Song Peng, and Junwu Ma
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Male ,0301 basic medicine ,Candidate gene ,Swine ,Quantitative Trait Loci ,Population ,Single-nucleotide polymorphism ,Genome-wide association study ,Biology ,Polymorphism, Single Nucleotide ,Body Mass Index ,03 medical and health sciences ,Genetics ,Animals ,Humans ,SNP ,Obesity ,education ,Comparative genomics ,education.field_of_study ,0402 animal and dairy science ,Chromosome Mapping ,04 agricultural and veterinary sciences ,040201 dairy & animal science ,Human genetics ,Genetic architecture ,Phenotype ,030104 developmental biology ,Body Constitution ,Female ,Genome-Wide Association Study - Abstract
Pigs share numerous physiological and phenotypic similarities with human and thus have been considered as a good model in nonrodent mammals for the study of genetic basis of human obesity. Researches on candidate genes for obesity traits have successfully identified some common genes between humans and pigs. However, few studies have assessed how many similarities exist between the genetic architecture of obesity in pigs and humans by large-scale comparative genomics. Here, we performed a genome-wide association study (GWAS) using the porcine 60 K SNP Beadchip for BMI and other four conformation traits at three different ages in a Chinese Laiwu pig population, which shows a large variability in fat deposition. In total, 35 SNPs were found to be significant at Bonferroni-corrected 5 % chromosome-wise level (P = 2.13 × 10−5) and 88 SNPs had suggestive (P
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- 2016
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41. Immunoprotective mechanisms in swine within the 'grey zone' in antibody response after immunization with foot-and-mouth disease vaccine
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Junwu Ma, Hu Cai, Ye Jin, Xiaoxia Zhang, Feng Xia, and Liu Zhang
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0301 basic medicine ,Cancer Research ,Swine ,Gene Expression ,Biology ,Antibodies, Viral ,Chemokine CXCL9 ,Interferon-gamma ,03 medical and health sciences ,Immune system ,Interferon ,Interleukin-1alpha ,Virology ,medicine ,Animals ,Cytotoxic T cell ,Interferon gamma ,Interleukin-15 ,Swine Diseases ,Immunity, Cellular ,Foot-and-mouth disease ,Tumor Necrosis Factor-alpha ,Interleukin-18 ,Antibody titer ,Granulocyte-Macrophage Colony-Stimulating Factor ,Viral Vaccines ,Transforming Growth Factor alpha ,medicine.disease ,biology.organism_classification ,Interleukin-12 ,Immunity, Humoral ,Vaccination ,030104 developmental biology ,Infectious Diseases ,Foot-and-Mouth Disease Virus ,TWEAK Receptor ,Foot-and-Mouth Disease ,Immunology ,Immunization ,Foot-and-mouth disease virus ,T-Lymphocytes, Cytotoxic ,medicine.drug - Abstract
Foot-and-mouth disease (FMD) is a highly contagious disease of cloven-hoofed animals caused by the FMD virus (FMDV). Vaccination represents one approach for limiting the effects of FMD. The level of protection in vaccinated animals after challenge with foot and mouth disease virus (FMDV) is closely related to the antibody titer, which can be classified into three zones: a "white zone", a "grey zone", and a "black zone". The aim of the present study was to clarify the immunoprotective mechanisms operating in the grey zone, in which vaccinated animals have intermediate antibody titers, making it difficult to predict the level of protection. Thirty-three pigs were used to analyze the distribution of lymphocyte subpopulations in whole blood and the expression levels of 40 cytokines before vaccination and challenge. The antibody titer in pigs in the grey zone ranged from 1:6-1:45. Cytotoxic T lymphocyte subpopulations, expression levels of Th1 cytokines such as tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin (IL)-12, IL-15, IL-18, and monocyte interferon gamma inducing factor (MIG), and of granulocyte-macrophage colony-stimulating factor (GM-CSF), IL-1α, transforming growth factor-α (TGF-α), and TWEAK R varied between protected and unprotected animals. The results of this study suggest that the cellular immune response is the key factor responsible for immunoprotection in vaccinated animals with antibody titers within the grey zone.
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- 2016
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42. Multi-breed genome-wide association study reveals heterogeneous loci associated with loin eye area in pigs
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Junwu Ma, Lijuan Hou, Zhiyan Zhang, Feng Zhang, Hao Chen, Yuanmei Guo, and Yuna He
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Male ,0301 basic medicine ,Candidate gene ,Meat ,Genotype ,Swine ,Quantitative Trait Loci ,Single-nucleotide polymorphism ,Genome-wide association study ,Quantitative trait locus ,Biology ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,Genetic linkage ,Genetics ,Animals ,Muscle, Skeletal ,Genetic Association Studies ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,General Medicine ,040201 dairy & animal science ,Human genetics ,Breed ,Genetic architecture ,030104 developmental biology ,Female - Abstract
Numerous quantitative trait loci (QTL) for loin eye area had been identified by linkage mapping studies, but the lack of their precise position hinders their application in the pig breeding industry. To map QTL for loin eye area to a precise genomic region, we conducted a genome-wide association study (GWAS) using Illumina 60 K PorcineSNP60 Beadchip in four swine populations: 819 F2 pigs, 273 Laiwu pigs, 434 Sutai pigs, and 326 Erhualian pigs. In total, 26 single nucleotide polymorphisms (SNPs) deposited on seven chromosomes associated with loin eye area were identified, 11 of which surpassed the genome-wide significant threshold; of the 11 SNPs, seven located on SSC2 in F2 pigs and four located on SSC12 and SSC18 in Laiwu pigs. Of note, all of the identified QTL were breed specific and no common QTL was identified across the four populations in our study. These findings not only confirmed a previous QTL on SSC2 harboring the candidate gene insulin-like growth factor 2 (IGF2), but also identified some novel candidate genes, far upstream element binding protein 3 (FUBP3), myosin heavy chain (MYH) family, leucine-rich repeats and guanylate kinase domain containing (LRGUK). Our study will contribute to the further identification of the causal mutation underlying these QTL and improve our knowledge of the complex genetic architecture for loin eye area in pigs.
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- 2016
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43. Genome-wide mapping of copy number variations in commercial hybrid pigs using a high-density SNP genotyping array
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Lusheng Huang, Jie Yang, Jun Ren, Wanchang Zhang, Y. N. He, Xianhua Xie, L. S. Zhou, W. S. Xin, J. Li, Junwu Ma, Xianxian Liu, and C. L. Liu
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0301 basic medicine ,Genetics ,education.field_of_study ,Population ,Multiple traits ,Biology ,Genome ,Human genetics ,SNP genotyping ,Structural variation ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Copy-number variation ,education ,Gene ,030217 neurology & neurosurgery - Abstract
Copy number variations (CNVs) are important forms of structural variation in human and animals and can be considered as a major genetic component of phenotypic diversity. Here we used the Illumina PorcineSNP60 BeadChip V2 and a DLY [Duroc × (Large White × Landrace)] commercial hybrid population to identify 272 CNVs belonging to 165 CNV regions (CNVRs), of which 66 are new. As CNVRs are specific to origin of population, our DLY-specific data is an important complementary to the existing CNV map in the pig genome. Eight CNVRs were selected for validation by quantitative real-time PCR (qRT-PCR) and the accurate rate was high (87.25%). Gene function analysis suggested that a common CNVR may play an important role in multiple traits, including growth rate and carcass quality.
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- 2016
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44. Systems genetics of the
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Shanshan, Zhou, Fabio, Morgante, Matthew S, Geisz, Junwu, Ma, Robert R H, Anholt, and Trudy F C, Mackay
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Male ,Drosophila melanogaster ,Phenotype ,Research ,Quantitative Trait Loci ,Metabolome ,Animals ,Genetic Variation ,Female ,Genetic Association Studies - Abstract
How effects of DNA sequence variants are transmitted through intermediate endophenotypes to modulate organismal traits remains a central question in quantitative genetics. This problem can be addressed through a systems approach in a population in which genetic polymorphisms, gene expression traits, metabolites, and complex phenotypes can be evaluated on the same genotypes. Here, we focused on the metabolome, which represents the most proximal link between genetic variation and organismal phenotype, and quantified metabolite levels in 40 lines of the Drosophila melanogaster Genetic Reference Panel. We identified sex-specific modules of genetically correlated metabolites and constructed networks that integrate DNA sequence variation and variation in gene expression with variation in metabolites and organismal traits, including starvation stress resistance and male aggression. Finally, we asked to what extent SNPs and metabolites can predict trait phenotypes and generated trait- and sex-specific prediction models that provide novel insights about the metabolomic underpinnings of complex phenotypes.
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- 2018
45. Genome-wide detection of genetic markers associated with growth and fatness in four pig populations using four approaches
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Huashui Ai, Yixuan Huang, Congying Chen, Lijuan Hou, Junwu Ma, Jun Ren, Lusheng Huang, and Yuanmei Guo
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Genetic Markers ,Male ,0301 basic medicine ,Swine ,[SDV]Life Sciences [q-bio] ,Quantitative Trait Loci ,Population ,Single-nucleotide polymorphism ,Genome-wide association study ,Quantitative trait locus ,Biology ,03 medical and health sciences ,Genetics ,Animals ,SNP ,Genetics(clinical) ,education ,Ecology, Evolution, Behavior and Systematics ,Adiposity ,Genetic association ,education.field_of_study ,General Medicine ,Phenotypic trait ,Genetic architecture ,030104 developmental biology ,Female ,Animal Science and Zoology ,Genome-Wide Association Study ,Research Article - Abstract
Background Genome-wide association studies (GWAS) have been extensively used to identify genomic regions associated with a variety of phenotypic traits in pigs. Until now, most GWAS have explored single-trait association models. Here, we conducted both single- and multi-trait GWAS and a meta-analysis for nine fatness and growth traits on 2004 pigs from four diverse populations, including a White Duroc × Erhualian F2 intercross population and Chinese Sutai, Laiwu and Erhualian populations. Results We identified 44 chromosomal regions that were associated with the nine traits, including four genome-wide significant single nucleotide polymorphisms (SNPs) on SSC2 (SSC for Sus scrofa chromosome), 4, 7 and X. Compared to the single-population GWAS, the meta-analysis was less powerful for the identification of SNPs with population-specific effects but more powerful for the detection of SNPs with population-shared effects. Multiple-trait analysis reduced the power to detect trait-specific SNPs but significantly enhanced the power to identify common SNPs across traits. The SNP on SSC7 had pleiotropic effects on the nine traits in the F2 and Erhualian populations. Another pleiotropic SNP was observed on SSCX for these traits in the F2 and Sutai populations. Both population-specific and shared SNPs were identified in this study, thus reflecting the complex genetic architecture of pig growth and fatness traits. Conclusions We demonstrate that the multi-trait method and the meta-analysis on multiple populations can be used to increase the power of GWAS. The two significant SNPs on SSC7 and X had pleiotropic effects in the F2, Erhualian and Sutai populations. Electronic supplementary material The online version of this article (doi:10.1186/s12711-017-0295-4) contains supplementary material, which is available to authorized users.
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- 2017
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46. Production of Transgenic Pigs with an Introduced Missense Mutation of the Bone Morphogenetic Protein Receptor Type IB Gene Related to Prolificacy
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Qiang Yang, Xueyan Zhao, Shijun Xiao, Rongrong Liao, Yuyun Xing, Kewei Zhao, Kai Jiang, Junwu Ma, Dongren Ren, Xiaofang He, Jun Ren, Pan Xu, and Chao Jiang
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Genetics ,Cloning ,Pig ,Transgene ,Mutant ,lcsh:Animal biochemistry ,Biology ,Sperm ,Article ,Transgenic ,BMPR1B ,Coding Sequence ,Reproductive Traits ,Missense mutation ,Animal Science and Zoology ,lcsh:Animal culture ,Allele ,lcsh:QP501-801 ,Gene ,lcsh:SF1-1100 ,Food Science ,Handmade Cloning - Abstract
In the last few decades, transgenic animal technology has witnessed an increasingly wide application in animal breeding. Reproductive traits are economically important to the pig industry. It has been shown that the bone morphogenetic protein receptor type IB (BMPR1B) A746G polymorphism is responsible for the fertility in sheep. However, this causal mutation exits exclusively in sheep and goat. In this study, we attempted to create transgenic pigs by introducing this mutation with the aim to improve reproductive traits in pigs. We successfully constructed a vector containing porcine BMPR1B coding sequence (CDS) with the mutant G allele of A746G mutation. In total, we obtained 24 cloned male piglets using handmade cloning (HMC) technique, and 12 individuals survived till maturation. A set of polymerase chain reactions indicated that 11 of 12 matured boars were transgene-positive individuals, and that the transgenic vector was most likely disrupted during cloning. Of 11 positive pigs, one (No. 11) lost a part of the terminator region but had the intact promoter and the CDS regions. cDNA sequencing showed that the introduced allele (746G) was expressed in multiple tissues of transgene-positive offspring of No.11. Western blot analysis revealed that BMPR1B protein expression in multiple tissues of transgene-positive F1 piglets was 0.5 to 2-fold higher than that in the transgene-negative siblings. The No. 11 boar showed normal litter size performance as normal pigs from the same breed. Transgene-positive F1 boars produced by No. 11 had higher semen volume, sperm concentration and total sperm per ejaculate than the negative siblings, although the differences did not reached statistical significance. Transgene-positive F1 sows had similar litter size performance to the negative siblings, and more data are needed to adequately assess the litter size performance. In conclusion, we obtained 24 cloned transgenic pigs with the modified porcine BMPR1B CDS using HMC. cDNA sequencing and western blot indicated that the exogenous BMPR1B CDS was successfully expressed in host pigs. The transgenic pigs showed normal litter size performance. However, no significant differences in litter size were found between transgene-positive and negative sows. Our study provides new insight into producing cloned transgenic livestock related to reproductive traits.
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- 2015
47. Expression and Immunogenicity of Two Recombinant Fusion Proteins Comprising Foot-and-Mouth Disease Virus Structural Protein VP1 and DC-SIGN-Binding Glycoproteins
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Peng Zhou, Yuzhen Fang, Zhongwang Zhang, Yongguang Zhang, Li Pan, Yanzhen Lu, Xinsheng Liu, Jianliang Lv, Junwu Ma, and Yonglu Wang
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0301 basic medicine ,Article Subject ,viruses ,Recombinant Fusion Proteins ,Guinea Pigs ,lcsh:Medicine ,Receptors, Cell Surface ,Hepacivirus ,Biology ,HIV Envelope Protein gp120 ,Spodoptera ,General Biochemistry, Genetics and Molecular Biology ,Virus ,03 medical and health sciences ,Immunogenicity, Vaccine ,Antigen ,Sf9 Cells ,Animals ,Lectins, C-Type ,chemistry.chemical_classification ,030102 biochemistry & molecular biology ,General Immunology and Microbiology ,Immunogenicity ,lcsh:R ,virus diseases ,Viral Vaccines ,General Medicine ,biochemical phenomena, metabolism, and nutrition ,biology.organism_classification ,Virology ,Fusion protein ,DC-SIGN ,Membrane glycoproteins ,030104 developmental biology ,chemistry ,Foot-and-Mouth Disease Virus ,biology.protein ,HIV-1 ,Capsid Proteins ,Foot-and-mouth disease virus ,Glycoprotein ,Cell Adhesion Molecules ,Research Article - Abstract
Improving vaccine immunogenicity by targeting antigens to dendritic cells has recently emerged as a new design strategy in vaccine development. In this study, the VP1 gene of foot-and-mouth disease virus (FMDV) serotype A was fused with the gene encoding human immunodeficiency virus (HIV) membrane glycoprotein gp120 or C2-V3 domain of hepatitis C virus (HCV) envelope glycoprotein E2, both of which are DC-SIGN-binding glycoproteins. After codon optimization, the VP1 protein and the two recombinant VP1-gp120 and VP1-E2 fusion proteins were expressed in Sf9 insect cells using the insect cell-baculovirus expression system. Western blotting showed that the VP1 protein and two recombinant VP1-gp120 and VP1-E2 fusion proteins were correctly expressed in the Sf9 insect cells and had good reactogenicity. Guinea pigs were then immunized with the purified proteins, and the resulting humoral and cellular immune responses were analyzed. The VP1-gp120 and VP1-E2 fusion proteins induced significantly higher specific anti-FMDV antibody levels than the VP1 protein and stronger cell-mediated immune responses. This study provides a new perspective for the development of novel FMDV subunit vaccines.
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- 2017
48. Transcriptome analyses reveal genes and pathways associated with fatty acid composition traits in pigs
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Bin Yang, Congying Chen, Leilei Cui, Lusheng Huang, Junwu Ma, and Junjie Zhang
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0301 basic medicine ,Male ,Candidate gene ,Meat ,Population ,Quantitative Trait Loci ,Sus scrofa ,Quantitative trait locus ,Biology ,03 medical and health sciences ,chemistry.chemical_compound ,Genetics ,Animals ,Gene Regulatory Networks ,Platelet activation ,education ,chemistry.chemical_classification ,education.field_of_study ,030109 nutrition & dietetics ,Fatty acid metabolism ,Gene Expression Profiling ,Muscles ,Fatty Acids ,Fatty acid ,General Medicine ,030104 developmental biology ,chemistry ,Biochemistry ,Type I interferon signaling pathway ,Adipose Tissue ,Liver ,Animal Science and Zoology ,Female ,Transcriptome ,Triglyceride catabolic process - Abstract
Fatty acid composition is associated with meat quality in pigs as well as with obesity- and diabetes-related traits in humans. Liver and muscle are important tissues for fatty acid metabolism. In this study, we evaluated correlations between liver and muscle transcriptomes and fatty acid composition traits in muscle and abdominal fat tissues in 335 F2 pigs from a White Duroc × Erhualian F2 pig resource population. Transcripts significantly correlated with fatty acid composition traits were enriched for genes involved in the categories of triglyceride catabolic process, mitochondrial function, hematological and immune system, and disease such as Type II diabetes. Gene co-expression network analysis further identified liver network modules relevant to fatty acid unsaturation index that were enriched in platelet activation and the type I interferon signaling pathway and highlighted the connections between variations in fatty acid composition and genes involved in hematological and immune system. Integrative analysis of the expression QTL identified ELOVL6 and SCD as plausible candidate genes underlying the loci for muscle C18:1n-9/C16:1n-7 values on chromosome 8 and the loci for muscle C18:1n-9/C18:0 contents on chromosome 14 respectively.
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- 2017
49. The Y-chromosome clarifies the evolutionary history of Sus scrofa by large-scale deep genome sequencing
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Bin Yang, Lusheng Huang, Zhiyan Zhang, Huashui Ai, Junwu Ma, Wanbo Li, and Jun Ren
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Genetics ,Domestic pig ,Mitochondrial DNA ,Autosome ,Haplotype ,Chromosome ,Biology ,Domestication ,Y chromosome ,Genome - Abstract
The genetics and evolution of sex chromosomes are largely distinct from autosomes and mitochondrial DNA (mtDNA). The Y chromosome offers unique genetic perspective on male-line inheritance. Here, we uncover novel evolutionary history ofSus scrofabased on 205 high-quality genomes from worldwide-distributed different wild boars and domestic pig breeds. We find that only two haplotypes exist in the distal and proximal blocks of at least 7.7 Mb on chromosome Y in pigs across European and Asian continents. And the times of most recent common ancestors (TMRCA) within both haplotypes, approximately 0.14 and 0.10 million years, are far smaller than their divergence time of around 1.07 million years. What’s more, the relationship between Sumatran and Eurasian continentSus scrofais much closer than that we knew before. And surprisingly, European pigs share the same haplotype with many Chinese pigs, which is not consistent with their deep splitting status on autosome and mtDNA. Further analyses show that the haplotype in Chinese pigs was likely introduced from European wild boars via ancient gene flow before pig domestication about 24k years ago. Low mutation rates and no recombination in the distal and proximal blocks on chromosome Y help us detect this male-driven ancient gene flow. Taken together, our results update the knowledge of pig demography and evolution, and might shed insight into the genetics and evolution studies on chromosome Y in other mammals.
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- 2017
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50. A Multi-hole Cryovial Eliminates Freezing Artifacts when Muscle Tissues are Directly Immersed in Liquid Nitrogen
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Qingjie Zeng, Maozhang He, Zhen Zhang, Junwu Ma, Yanyu Duan, Yizhong Huang, and Lin Li
- Subjects
Muscle tissue ,Tissue Fixation ,Materials science ,Physiology ,Bubble ,General Chemical Engineering ,General Biochemistry, Genetics and Molecular Biology ,chemistry.chemical_compound ,0404 agricultural biotechnology ,Freezing ,medicine ,Frozen Sections ,Composite material ,Muscle, Skeletal ,Flammable liquid ,Ice crystals ,General Immunology and Microbiology ,General Neuroscience ,0402 animal and dairy science ,Skeletal muscle ,Equipment Design ,04 agricultural and veterinary sciences ,Liquid nitrogen ,040401 food science ,040201 dairy & animal science ,Isopentane ,medicine.anatomical_structure ,chemistry ,Flow velocity ,Tissue Preservation ,Artifacts - Abstract
Studies on skeletal muscle physiology face the technical challenge of appropriately processing the specimens to obtain sections with clearly visible cytoplasmic compartments. Another hurdle is the tight apposition of myofibers to the surrounding tissues. Because the process of tissue fixation and paraffin embedding leads to the shrinkage of muscle fibers, freezing is an optimal means of hardening muscle tissue for sectioning. However, a commonly encountered issue, the formation of ice crystals, occurs during the preparation of frozen sections because of the high water content of muscle. The protocol presented here first describes a simple and efficient method for properly freezing muscle tissues by immersing them in liquid nitrogen. The problem with using liquid nitrogen alone is that it causes the formation of a nitrogen gas barrier next to the tissue, which acts as an insulator and inhibits the cooling of the tissues. To avoid this "vapor blanket" effect, a new cryovial was designed to increase the speed of liquid flow around the tissue surface. This was achieved by punching a total of 14 inlet holes in the wall of the vial. According to bubble dynamics, a higher rate of liquid flow results in smaller bubbles and fewer chances to form a gas barrier. When liquid nitrogen flows into the cryovial through the inlet holes, the flow velocity around the tissue is fast enough to eliminate the gas barrier. Compared to the method of freezing muscle tissues using pre-chilled isopentane, this protocol is simpler and more efficient and can be used to freeze muscle in a throughput manner. Furthermore, this method is optimal for institutions that do not have access to isopentane, which is extremely flammable at room temperature.
- Published
- 2017
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