• 제목/요약/키워드: Genome wide association study

검색결과 283건 처리시간 0.018초

Genome-wide identification and analysis of long noncoding RNAs in longissimus muscle tissue from Kazakh cattle and Xinjiang brown cattle

  • Yan, Xiang-Min;Zhang, Zhe;Liu, Jian-Bo;Li, Na;Yang, Guang-Wei;Luo, Dan;Zhang, Yang;Yuan, Bao;Jiang, Hao;Zhang, Jia-Bao
    • Animal Bioscience
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    • 제34권11호
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    • pp.1739-1748
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    • 2021
  • Objective: In recent years, long noncoding RNAs (lncRNAs) have been identified in many species, and some of them have been shown to play important roles in muscle development and myogenesis. However, the differences in lncRNAs between Kazakh cattle and Xinjiang brown cattle remain undefined; therefore, we aimed to confirm whether lncRNAs are differentially expressed in the longissimus dorsi between these two types of cattle and whether differentially expressed lncRNAs regulate muscle differentiation. Methods: We used RNA-seq technology to identify lncRNAs in longissimus muscles from these cattle. The expression of lncRNAs were analyzed using StringTie (1.3.1) in terms of the fragments per kilobase of transcript per million mapped reads values of the encoding genes. The differential expression of the transcripts in the two samples were analyzed using the DESeq R software package. The resulting false discovery rate was controlled by the Benjamini and Hochberg's approach. KOBAS software was utilized to measure the expression of different genes in Kyoto encyclopedia of genes and genomes pathways. We randomly selected eight lncRNA genes and validated them by quantitative reverse transcription polymerase chain reaction (RT-qPCR). Results: We found that 182 lncRNA transcripts, including 102 upregulated and 80 downregulated transcripts, were differentially expressed between Kazakh cattle and Xinjiang brown cattle. The results of RT-qPCR were consistent with the sequencing results. Enrichment analysis and functional annotation of the target genes revealed that the differentially expressed lncRNAs were associated with the mitogen-activated protein kinase, Ras, and phosphatidylinositol 3-kinase (PI3k)/Akt signaling pathways. We also constructed a lncRNA/mRNA coexpression network for the PI3k/Akt signaling pathway. Conclusion: Our study provides insights into cattle muscle-associated lncRNAs and will contribute to a more thorough understanding of the molecular mechanism underlying muscle growth and development in cattle.

Genotyping-by-sequencing 기법을 이용한 사시나무(Populus davidiana) 유전연관지도 작성 및 양적형질 유전자좌 탐색 (Construction of Genetic Linkage Map and Identification of Quantitative Trait Loci in Populus davidiana using Genotyping-by-sequencing)

  • 김수비;김양길;이다영;이혜진;강규석
    • 한국산림과학회지
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    • 제112권1호
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    • pp.40-56
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    • 2023
  • 사시나무속 수종은 생장이 빠르고 우수한 탄소흡수 능력을 보여주며, 환경정화 효과가 큰 수종으로 이상기후 및 환경오염 문제에 대응하는 기후적응성 품종개발 및 육종집단 조성에 적합하다. 따라서 유전연관지도 작성 및 양적형질 유전자좌 탐색을 통하여 포플러 육종을 신속하게 진행할 수 있을 것이다. 본 연구에서는 차세대 염기서열 분석기술 방법인 genotyping-by-sequencing 기법을 이용해 인공교배 차대에 대한 고밀도 유전연관 지도를 작성하였다. 또한 사시나무의 수고와 근원경 생장 그리고 해충피해에 대한 회복력 형질을 조사하여 유전연관지도에 위치한 양적형질 유전자좌를 탐색하였다. 서울대학교 학술림에 조성된 사시나무 4년생 육종집단(오대19 × 봉현4 인공교배 차대집단)에서 수고 및 근원경 생장을 조사하였으며, 식엽성 해충인 꼬마버들재주나방 유충의 피해를 받은 후 이에 대해 회복 능력을 조사하였다. 잎 시료의 DNA 추출 후 5개 microsatellite 마커를 이용하여 유전자형을 확인하였으며 친자로 확인된 개체만을 연구재료로 사용하였다. 친자 확인이 완료된 시료의 DNA는 제한효소를 이용해 절단하였으며, 이렇게 얻은 DNA 조각들은 GBS 라이브러리로 제작하여 염기서열을 분석하였다. 분석된 결과는 Populus trichocarpa를 참조유전체로 하여 정렬하였다. 정렬된 SNP 마커는 총 58,040개였으며, 그 가운데 17,755개의 SNP 마커를 유전연관지도 작성에 사용하였다. 유전연관지도는 19개의 연관군으로 나누어졌으며, 전체 길이는 2,129.54 cM으로 나타났다. 조사된 세 가지 형질에 대한 양적형질 유전자좌 분석을 실시한 결과, 수고와 근원경 생장과 연관된 양적형질 유전자좌는 찾을 수 없었으나 전장유전체연관연구(GWAS)를 통하여 4번 연관군(염색체)에 해충피해 회복력과 관련이 있을 것으로 추정되는 유전자를 확인하였다.

Association of Six Susceptibility Loci with Prostate Cancer in Northern Chinese Men

  • Zhang, Yu-Rong;Xu, Yong;Yang, Kuo;Liu, Ming;Wei, Dong;Zhang, Yao-Guang;Shi, Xiao-Hong;Wang, Jian-Ye;Yang, Fan;Wang, Xin;Liang, Si-Ying;Zhao, Cheng-Xiao;Wang, Fei;Chen, Xin;Sun, Liang;Zhu, Xiao-Quan;Zhu, Ling;Yang, Yi-Ge;Tang, Lei;Jiao, Hai-Yan;Huo, Zheng-Hao;Yang, Ze
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권12호
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    • pp.6273-6276
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    • 2012
  • Background/Aim: Six prostate cancer (PCa) susceptibility loci were identified in a genome-wide association study (GWAS) in populations of European decent. However, the associations of these 6 single-nucleotide polymorphisms (SNPs) with PCa has remained tobe clarified in men in Northern China. This study aimed to explore the loci associated with PCa risk in a Northern Chinese population. Methods: Blood samples and clinical information of 289 PCa patients and 288 controls from Beijing and Tianjin were collected. All risk SNPs were genotyped using polymerase chain reaction (PCR)-high resolution melting curve technology and gene sequencing. Associations between PCa and clinical covariates (age at diagnosis, prostate-specific antigen [PSA], Gleason score, tumor stage, and level of aggressiveness) and frequencies of alleles and genotypes of these SNPs were analyzed using genetic statistics. Results: Among the candidate SNPs, 11p15 (rs7127900, A) was associated with PCa risk (P = 0.02, odds ratio [OR] = 1.64, 95% confidence interval [CI] = 1.09-2.46). Genotypes showed differences between cases and controls on 11p15 (rs7127900, A), 11q13 (rs7931342, T), and HNF1B (rs4430796, A) (P = 0.03, P = 0.01, and P = 0.04, respectively). The genotype TG on 11q13 (rs7931342, T) was positively associated with an increased Gleason score (P = 0.04, OR = 2.15, 95% CI = 1.02-4.55). Patients carrying TG on 17q24 (rs1859962, G) were negatively associated with an increased body mass index (BMI) (P = 0.03, OR = 0.44, 95% CI = 0.21-0.92) while those with AG on HNF1B (rs4430796, A) were more likely to have PSA increase (P = 0.002). Conclusion: Our study suggests that 11p15 (rs7127900, A) could be a susceptibility locus associated with PCa in Northern Chinese. Genotype TG on 11q13 (rs7931342, T) could be related to an increased Gleason score, AG on HNF1B (rs4430796, A) could be associated with PSA increase, and TG on 17q24 (rs1859962, G) could be negatively associated with an increased BMI in Chinese men with PCa.