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Shao M, Shi K, Zhao Q, Duan Y, Shen Y, Tian J, He K, Li D, Yu M, Lu Y, Tang Y, Feng C. Transcriptome Analysis Reveals the Differentially Expressed Genes Associated with Growth in Guangxi Partridge Chickens. Genes (Basel) 2022; 13:genes13050798. [PMID: 35627183 PMCID: PMC9140345 DOI: 10.3390/genes13050798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 02/04/2023] Open
Abstract
The Guangxi Partridge chicken is a well-known chicken breed in southern China with good meat quality, which has been bred as a meat breed to satisfy the increased demand of consumers. Compared with line D whose body weight is maintained at the average of the unselected group, the growth rate and weight of the selected chicken group (line S) increased significantly after breeding for four generations. Herein, transcriptome analysis was performed to identify pivotal genes and signal pathways of selective breeding that contributed to potential mechanisms of growth and development under artificial selection pressure. The average body weight of line S chickens was 1.724 kg at 90 d of age, which showed a significant increase at 90 d of age than line D chickens (1.509 kg), although only the internal organ ratios of lung and kidney changed after standardizing by body weight. The myofiber area and myofiber density of thigh muscles were affected by selection to a greater extent than that of breast muscle. We identified 51, 210, 31, 388, and 100 differentially expressed genes (DEGs) in the hypothalamus, pituitary, breast muscle, thigh muscle, and liver between the two lines, respectively. Several key genes were identified in the hypothalamus-pituitary-muscle axis, such as FST, THSB, PTPRJ, CD36, PITX1, PITX2, AMPD1, PRKAB1, PRKAB2, and related genes for muscle development, which were attached to the cytokine–cytokine receptor interaction signaling pathway, the PPAR signaling pathway, and lipid metabolism. However, signaling molecular pathways and the cell community showed that elevated activity in the liver of line S fowl was mainly involved in focal adhesion, ECM-receptor interaction, cell adhesion molecules, and signal transduction. Collectively, muscle development, lipid metabolism, and several signaling pathways played crucial roles in the improving growth performance of Guangxi Partridge chickens under artificial selection for growth rate. These results support further study of the adaptation of birds under selective pressure.
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Affiliation(s)
- Minghui Shao
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Kai Shi
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Qian Zhao
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Ying Duan
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Yangyang Shen
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Jinjie Tian
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Kun He
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Dongfeng Li
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Minli Yu
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
| | - Yangqing Lu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Animal Science and Technology, Guangxi University, Nanning 530004, China;
| | - Yanfei Tang
- Guangxi Fufeng Agricultural and Animal Husbandry Group Co., Ltd., Nanning 530024, China;
| | - Chungang Feng
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, China; (M.S.); (K.S.); (Q.Z.); (Y.D.); (Y.S.); (J.T.); (K.H.); (D.L.); (M.Y.)
- Correspondence:
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Transcriptome profiling analysis of muscle tissue reveals potential candidate genes affecting water holding capacity in Chinese Simmental beef cattle. Sci Rep 2021; 11:11897. [PMID: 34099805 PMCID: PMC8184995 DOI: 10.1038/s41598-021-91373-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 05/26/2021] [Indexed: 11/12/2022] Open
Abstract
Water holding capacity (WHC) is an important sensory attribute that greatly influences meat quality. However, the molecular mechanism that regulates the beef WHC remains to be elucidated. In this study, the longissimus dorsi (LD) muscles of 49 Chinese Simmental beef cattle were measured for meat quality traits and subjected to RNA sequencing. WHC had significant correlation with 35 kg water loss (r = − 0.99, p < 0.01) and IMF content (r = 0.31, p < 0.05), but not with SF (r = − 0.20, p = 0.18) and pH (r = 0.11, p = 0.44). Eight individuals with the highest WHC (H-WHC) and the lowest WHC (L-WHC) were selected for transcriptome analysis. A total of 865 genes were identified as differentially expressed genes (DEGs) between two groups, of which 633 genes were up-regulated and 232 genes were down-regulated. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment revealed that DEGs were significantly enriched in 15 GO terms and 96 pathways. Additionally, based on protein–protein interaction (PPI) network, animal QTL database (QTLdb), and relevant literature, the study not only confirmed seven genes (HSPA12A, HSPA13, PPARγ, MYL2, MYPN, TPI, and ATP2A1) influenced WHC in accordance with previous studies, but also identified ATP2B4, ACTN1, ITGAV, TGFBR1, THBS1, and TEK as the most promising novel candidate genes affecting the WHC. These findings could offer important insight for exploring the molecular mechanism underlying the WHC trait and facilitate the improvement of beef quality.
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Chronological Expression of PITX2 and SIX1 Genes and the Association between Their Polymorphisms and Chicken Meat Quality Traits. Animals (Basel) 2021; 11:ani11020445. [PMID: 33567786 PMCID: PMC7916052 DOI: 10.3390/ani11020445] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 01/29/2021] [Accepted: 02/03/2021] [Indexed: 12/19/2022] Open
Abstract
Meat quality is closely related to the development of skeletal muscle, in which PITX2 and SIX1 genes play important regulatory roles. The present study firstly provided the data of chronological expression files of PITX2 and SIX1 genes in the post-hatching pectoral muscle and analyzed the association of their polymorphisms with the meat quality traits of Wuliang Mountain Black-bone (WLMB) chickens. The results showed that both PITX2 and SIX1 genes were weakly expressed in the second and third weeks, and then increased significantly from the third week to the fourth week. Furthermore, there was a significant positive correlation between the expression levels of the two genes. Twelve and one SNPs were detected in the chicken PITX2 and SIX1 genes, respectively, of which four SNPs (g.9830C > T, g.10073C > T, g.13335G > A, g.13726A > G) of the PITX2 gene and one SNP (g.564G > A) of the SIX1 gene were significantly associated with chicken meat quality traits. For the PITX2 gene, chickens with the CT genotype of g.9830C > T showed the highest meat color L*, shear force (SF), pH, and the lowest electrical conductivity (EC), and drip loss (DL) (p < 0.05 or p < 0.01); chickens with the CC genotype of g.10073C > T had the lowest L*, pH, and the highest DL (p < 0.01). For the SIX1 gene, chickens with the GG genotype of g.564G > A had the highest (p < 0.05) SF and pH. Furthermore, pH had a significant correlation with all the other meat quality traits. The current study could contribute to the research of regulatory mechanisms of meat quality and lay the foundation for improving meat quality based on marker-assisted selection in chickens.
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Cao H, Dong X, Mao H, Xu N, Yin Z. Expression Analysis of the PITX2 Gene and Associations between Its Polymorphisms and Body Size and Carcass Traits in Chickens. Animals (Basel) 2019; 9:ani9121001. [PMID: 31756915 PMCID: PMC6940742 DOI: 10.3390/ani9121001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 11/16/2019] [Accepted: 11/16/2019] [Indexed: 12/20/2022] Open
Abstract
Simple Summary The Wuliang Mountain Black-bone chicken is a Chinese indigenous breed with good meat quality and strong resistance to disease. Like most of the other Chinese domestic breeds, it has a much slower early growth rate compared with foreign chicken breeds. Therefore, the genetic selection of body size and carcass traits is still the focus of Chinese indigenous chicken breeding. The paired-like homeodomain transcription factor 2 (PITX2) gene, an important transcription factor, plays an important role during the development of the eye, heart, skeletal muscle and other tissues in mammals. In chicken, the PITX2 gene affects the late myogenic differentiation of the limb. The objectives of this study were to detect the expression of the PITX2 gene and analyze the associations between the polymorphisms in the exons of the PITX2 gene and body size as well as carcass traits in chickens. The results could contribute to Chinese chicken breeding based on marker assisted-selection. Abstract PITX2 is expressed in and plays an important role in myocytes of mice, and it has effects on late myogenic differentiation in chickens. However, the expression profile and polymorphisms of PITX2 remain unclear in chickens. Therefore, the aim of the present study was to detect its expression and investigate single nucleotide polymorphisms (SNPs) within its exons and then to evaluate whether these polymorphisms affect body size as well as carcass traits in chickens. The expression analysis showed that the expression level of chicken PITX2 mRNA in the leg muscle and hypophysis was significantly higher (p < 0.01) than those in other tissues. The results of polymorphisms analysis identified two SNPs (i.e., g.9830C > T and g.10073C > T) in exon 1 and 10 SNPs (i.e., g.12713C > T, g.12755C > T, g.12938G > A, g. 3164C > T, g.13019G > A, g.13079G > A, g.13285G > A, g.13335G > A, g.13726A > G and g.13856C > T) in exon 3, including four novel SNPs (i.e., g.9830C > T, g.12713C > T, g.12938G > A and g.13856C > T). In the loci of g.10073C > T and g.12713C > T, chickens with the CT genotype had the highest (p < 0.05 or p < 0.01) breast depth and breast angle, respectively. For the locus of g.13335G > A, chickens with the GG genotype had the highest (p < 0.05 or p < 0.01) breast angle and shank circumference. For the locus of g.13726A > G, chickens with the GG genotype had the highest breast width, fossil keel bone length and shank circumference. The locus of g.12713A > G had significant effects on the PITX2 mRNA expression level in leg muscle. The H1H7 diplotype showed the highest shank circumference, and the H2H8 diplotype showed the highest breast muscle rate. The present research suggested that polymorphisms of the exons of the PITX2 gene were significantly associated with the body size and carcass traits of Wuliang Mountain Black-bone chickens and the PITX2 gene could be a potential candidate gene for molecular marker-aided selection in Wuliang Mountain Black-bone chickens and other chicken breeds.
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Zhang S, Zhao H, Lei C, Pan C, Chen H, Lin Q, Lan X. Effects of genetic variations within goat PITX2 gene on growth traits and mRNA expression. Anim Biotechnol 2019; 31:107-114. [PMID: 30652937 DOI: 10.1080/10495398.2018.1551229] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Paired-like homeodomain 2 (PITX2), a key gene in hypothalamic-pituitary-adrena axis, influences animal growth and development. The objective of this study was to identify the association of the functional genetic variations within goat PITX2 gene with growth traits and mRNA expression levels. According to the reported single nucleotide polymorphisms (SNPs) information in Guanzhong dairy goat (GZDG), we identified genotypes of the known SNPs in Hainan black goat (HNBG). Association analysis uncovered that the SNPs of AC_000163: g.18117T > C, g.18161C > G and g.18353T > C loci were significantly associated with several growth traits (e.g., body height and body length) in HNBG and GZDG breeds. According to the quantitative real-time PCR assay, β-Actin and ribosomal protein L19 (RPL19) were the most stable expressed housekeeping genes in heart and skeletal muscle, respectively; meanwhile, glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was the most stable expressed housekeeping gene in the other tissues. Based on the best housekeeping gene of varied tissues, we found the different genotypes of above loci were significantly associated with PITX2 mRNA expression in heart, muscle and small intestine. Briefly, the genetic variants of goat PITX2 associating with mRNA expression affected growth traits significantly, which would benefit for goat breeding in the future.
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Affiliation(s)
- Sihuan Zhang
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
| | - Haiyu Zhao
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
| | - Chuzhao Lei
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
| | - Chuanying Pan
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
| | - Hong Chen
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
| | - Qing Lin
- College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China.,State Key Laboratory of Plateau Ecology and Agriculture, Qinghai University, Xining, Qinghai 810016, P. R. China
| | - Xianyong Lan
- College of Animal Science and Technology, Northwest A&F University, Yangling, Shaanxi 712100, P. R. China
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Wang L, Wang Y, Zhong T, Li L, Zhang H, Xiong Y. Identification of porcine glycogen synthase kinase 3α (GSK-3α) gene and its association with carcass traits. Mol Cell Biochem 2013; 377:65-73. [PMID: 23358925 DOI: 10.1007/s11010-013-1571-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 01/18/2013] [Indexed: 10/27/2022]
Abstract
GSK-3 plays an important role on numerous cellular processes involved in the regulation of embryonic development, protein synthesis, glycogen metabolism, inflammatory, mitosis and apoptosis. In this study, we obtained the cDNA and promoter sequences of the porcine GSK-3α gene, analyzed its genomic organization and mapped it to SSC6q12 through comparative mapping method. Moreover, the qRT-PCR analysis revealed that porcine GSK-3α gene was widely expressed in many tissues, and a high expression level was observed in the brain and spleen. In addition, seven single-nucleotide polymorphisms were detected in the promoter region of porcine GSK-3α gene. Association analysis revealed that the GSK-3α Hin1I and MspI polymorphisms both had significant associations (p < 0.05) with loin muscle area, average backfat thickness, thorax-waist fat thickness, and buttock fat thickness. These results provide useful information for further investigation on the function of porcine GSK-3α gene.
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Affiliation(s)
- Linjie Wang
- Institute of Animal Genetics and Breeding, Sichuan Agricultural University, Chengdu, Sichuan, People's Republic of China.
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