随机SNP在全基因组关联研究人群分层分析中的应用

在复杂疾病的全基因组关联研究中,人群分层现象会增加结果的假阳性率,因此考虑人群遗传结构、控制人群分层是很有必要的。而在人群分层研究中,使用随机选择的SNP的效果还有待进一步探讨。文章利用HapMap Phase2人群中无关个体的Affymetrix SNP 6.0芯片分型数据,在全基因组上随机均匀选择不同数量的SNP,同时利用f值和Fisher精确检验方法筛选祖先信息标记（Ancestry Informative Markers,AIMs）。然后利用HapMap Phase3中的无关个体的数据,以F-statistics和STRUCTURE分析两种方法评估所选出的不同SNP组合对人群的区分效果。研究发现,随机均匀分布于全基因组的SNP可用于识别人群内部存在的遗传结构。文章进一步提示,在全基因组关联研究中,当没有针对特定人群的AIMs时,可在全基因组上随机选择3000以上均匀分布的SNP来控制人群分层。     

高原肺水肿易感基因多态性的全基因组关联分析

目的：高原肺水肿严重影响高原人群的健康。筛选高原肺水肿易感基因以用于高原肺水肿易感者的评估及防护。方法：利用Affymetrix SNP Array6．0芯片对23例高原肺水肿患者和17个健康对照进行全基因组SNP分型,利用PLINK软件进行了全基因组关联分析,利用Go和Pathway软件进行分析及作图。结果：全基因组关联分析获得39个相对显著的SNPs位点（P〈10^-4）。通过对这些SNP位点附近27个基因的c0和Pathway富集分析,发现这些基因主要参与细胞增殖调控过程、氮代谢过程和G蛋白耦联受体蛋白信号转导通路等。结论：本文发现的多态性位点及相关基因可能与高原肺水肿易感性相关。     

中国汉族高原肺水肿易感基因的全基因组关联研究

高原肺水肿(High-altitude pulmonary edema, HAPE)是一种特发于高原低氧环境的肺水肿, 是遗传和环境因素共同作用的结果。为了寻找与中国汉族高原肺水肿相关的单核苷酸多态性(Single nucleotide polymorphism, SNP)位点及易感基因, 文章利用Affymetrix SNP Array 6.0芯片, 对2010年5月至2012年7月在青海省玉树地区执行援建任务时来自平原地区的40例HAPE患者和33例健康对照进行全基因组SNP分型, 通过PLINK软件对芯片结果进行全基因组关联分析(Genome-wide association study, GWAS), 筛选出在病例组和对照组中间有显著差异(P < 10E-7)的SNP位点57个, 通过对57个SNP位点附近74个基因进行GO与Pathway富集分析, 发现这些基因与“前列腺素代谢”、“四烯酸代谢”、“氮代谢”显著相关(adjust P < 0.05), 以上代谢过程与HAPE病理生理机制相关。结果表明, 高原肺水肿受遗传多态性影响, 与多个基因以及位点相关。     

基于简化基因组测序的大黄鱼耐高温性状全基因组关联分析

利用Illumina HiSeqTM 2500测序平台, 对通过高温胁迫实验筛选得到的20尾耐高温和20尾不耐高温的大黄鱼(Larimichthys crocea)进行了简化基因组测序(SLAF-seq), 每个样本的平均测序深度达到10.26×, 共获得419211个高质量的群体单核苷酸多态性(SNP)位点 。利用TASSEL软件的混合线性模型(MLM)进行全基因组关联分析(GWAS), 共筛选到38个与大黄鱼耐高温性状显著相关的SNP位点(P<2.39E–08)。利用BLAST程序定位每个SNP位点在大黄鱼基因组中的位置, 并分析其周围的功能基因。结果在38个SNPs附近共找到26个已知的功能基因, 这些基因主要与细胞转录、代谢、免疫等功能相关。研究结果可为下一步大黄鱼耐高温分子机制解析及耐高温品种的选育提供参考。     

PNPLA3基因rs738409多态性与代谢综合症在中国人群中的研究

目的:研究中国人群中PNPLA3基因rs738409位点多态性与代谢综合征之间的相关性.方法:收集了381例二型糖尿病患者和380例正常人的血液样本,使用全血提取试剂盒从781份样本中提取全基因组DNA,并利用飞行质谱技术进行目标位点的SNP分型,将分型结果与各临床指标进行统计学分析.结果:①经SNP分型结果与二型糖尿病病例-对照的关联性分析,rs738409位点多态性与二型糖尿病无显著相关性(P=0.74).②经SNP分型结果与其他临床指标的统计分析,rs738409位点多态性与高密度脂蛋白水平(P=0.029),甘油三酯水平(P=0.021),总胆固醇水平(P=0.038)及谷丙转氨酶水平(P=0.004)显著相关.结论:rs738409位点多态性与二型糖尿病的发病无显著相关性,但它通过氨基酸替换影响了与其关系紧密的基因表达,进而影响机体内各因素代谢水平的改变.     

水稻糯性相关基因的全基因组关联分析

利用1 090 071个SNP标记, 对419份广西地方稻种资源核心种质的糯性进行全基因组关联分析。结果表明, 运用混合线性模型, 在P<4.72×10^-8 (4.72E-8)水平下, 检测到45个与糯性显著关联的SNP位点, 均位于第6号染色体上。通过筛选显著关联位点上、下游各150 kb区域内的基因, 共找到305个候选基因, 其中包含2个与淀粉合成酶相关的Wx和SSIIa基因; 同时在第6号染色体5.69-5.89 Mb区域发现4个与糯性显著关联的SNP位点, 该区域可能是影响水稻(Oryza sativa)糯性的重要候选区域。     

激光显微切割分选少量胃癌细胞中PSCA基因的SNP分析

随着基因组关联分析方法的应用,越来越多与胃癌相关的易感基因被发现．易感基因的多态性检测已逐步进入胃癌临床诊断和研究．然而,利用少量胃粘膜细胞开展单核苷酸多态性（SNP）分析对胃癌进行早期诊断常遇下述困难,一是少量胃癌细胞混杂在多种细胞中,异常信号常易被淹没,二是细胞量极少,因此获得的基因组DNA量微,进行多位点或全基因组分析存在困难. 本文利用激光显微切割技术分选少量胃癌细胞,结合全基因组放大技术,进行胃癌相关的前列腺干细胞抗原基因(PSCA)的SNP分析．通过聚合酶链反应-限制性片段长度多态性(PCR-RFLP)和克隆测序方法分析,在分选的胃癌细胞中检测到PSCA的rs2976392位点胃癌相关的“A”等位与rs2294008位点胃癌相关的“T”等位．研究结果表明,所采用的全基因组放大方法保真性高,经过分选的胃癌细胞中SNP位点的检测灵敏度和可靠性大为提高．所建立的少量细胞基因多位点检测方法将同样应用于其它肿瘤和组织的少量细胞研究中,全基因组放大产物也可进行高通量的基因芯片和第二代测序研究．     

精神分裂症相关单核苷酸多态性调控microRNA功能研究进展

MicroRNA(miRNAs)是一类长约22nt且对基因表达具有广泛的调控作用的非编码RNA,并在神经元增殖、分化和发育成熟的过程中扮演重要角色。近年来全基因组关联研究(genome-wide association studies, GWAS)发现了众多的精神分裂症相关单核苷酸多态性(single nucleotide polymorphisms, SNPs)位点多位于非编码区,表明miRNA在精神分裂症的发病过程中存在重要作用。本文综述了精神分裂症相关SNP与miRNA可能发生相互作用的4种机制(SNP位于miRNA基因、SNP位于miRNA宿主基因、SNP位于miRNA种子序列和SNP位于miRNA结合位点),为研究miRNA在精神分裂症发生发展中的作用提供参考。     

科研快讯

《自然-遗传学》:汉族人群鉴定出两个与肺癌相关新位点来自南京医科大学、中国医学科学院北京协和医院、上海交通大学、华中科技大学、复旦大学、中国医科大学、广州医学院等研究机构的科研人员通过全基因组关联研究(GWAS),在中国汉族人群中鉴定出了与肺癌相关的两个新位点。这一研究成果在线刊登在6月3日的《自然-遗传学》(Nature Genetics)杂志上。     

小麦耐低磷相关性状的全基因组关联分析

通过对小麦耐低磷相关性状进行全基因组关联分析(GWAS,genome-wide association study),挖掘与小麦耐低磷性显著相关的单核苷酸多态性标记(SNP,single nucleotide polymorphism)位点及候选基因,为小麦耐低磷性状的遗传基础和分子机制研究提供理论参考。本试验以198份黄淮麦区小麦品种(系)为试验材料,设置低磷和正常磷营养液水培试验,利用小麦35K芯片对分布于小麦全基因组的11896个SNP,采用Q+K关联模型对小麦耐低磷性相关性状进行关联分析。结果表明,小麦耐低磷性状表现出广泛的表型变异,变异系数为15.65%~26.59%,多态性信息含量(PIC,polymorphic information content)为0.095~0.500。群体结构分析表明,试验所用自然群体可分为2个亚群,GWAS共检测到67个与小麦耐低磷相关性状显著关联的SNP位点(P≤0.001),这些位点分布在除3A、3B和3D以外的18条染色体上,单个SNP位点可解释5.826%~9.552%的表型变异。在这些显著位点中有4个SNP位点同时关联到了2个不同的耐低磷性状。对67个SNP位点进行发掘,筛选到7个可能与小麦耐低磷性有关的候选基因。TraesCS6A02G001000和TraesCS6A02G001100在锌指合成中有重要作用;TraesCS6A02G118100可能为低磷胁迫诱导基因;TraesCS5D02G536400、TraesCS1B02G154200和TraesCS5D02G536500与低磷胁迫相关酶类基因家族有关;TraesCS1D02G231200与植物DUF 538结构域蛋白有关,是植物胁迫相关调控蛋白候选基因。     

Association of genetic and non-genetic risk factors with the development of prostate cancer in Malaysian men

There is growing global interest to stratify men into different levels of risk to developing prostate cancer, thus it is important to identify common genetic variants that confer the risk. Although many studies have identified more than a dozen common genetic variants which are highly associated with prostate cancer, none have been done in Malaysian population. To determine the association of such variants in Malaysian men with prostate cancer, we evaluated a panel of 768 SNPs found previously associated with various cancers which also included the prostate specific SNPs in a population based case control study (51 case subjects with prostate cancer and 51 control subjects) in Malaysian men of Malay, Chinese and Indian ethnicity. We identified 21 SNPs significantly associated with prostate cancer. Among these, 12 SNPs were strongly associated with increased risk of prostate cancer while remaining nine SNPs were associated with reduced risk. However, data analysis based on ethnic stratification led to only five SNPs in Malays and 3 SNPs in Chinese which remained significant. This could be due to small sample size in each ethnic group. Significant non-genetic risk factors were also identified for their association with prostate cancer. Our study is the first to investigate the involvement of multiple variants towards susceptibility for PC in Malaysian men using genotyping approach. Identified SNPs and non-genetic risk factors have a significant association with prostate cancer.     

Whole-genome association studies on alcoholism comparing different phenotypes using single-nucleotide polymorphisms and microsatellites

Alcoholism is a complex disease. As with other common diseases, genetic variants underlying alcoholism have been illusive, possibly due to the small effect from each individual susceptible variant, gene x environment and gene x gene interactions and complications in phenotype definition. We conducted association tests, the family-based association tests (FBAT) and the backward haplotype transmission association (BHTA), on the Collaborative Study of the Genetics of Alcoholism (COGA) data provided by Genetic Analysis Workshop (GAW) 14. Efron's local false discovery rate method was applied to control the proportion of false discoveries. For FBAT, we compared the results based on different types of genetic markers (single-nucleotide polymorphisms (SNPs) versus microsatellites) and different phenotype definitions (clinical diagnoses versus electrophysiological phenotypes). Significant association results were found only between SNPs and clinical diagnoses. In contrast, significant results were found only between microsatellites and electrophysiological phenotypes. In addition, we obtained the association results for SNPs and microsatellites using COGA diagnosis as phenotype based on BHTA. In this case, the results for SNPs and microsatellites are more consistent. Compared to FBAT, more significant markers are detected with BHTA.     

Haplotype association analysis of AGT variants with hypertension-related traits: the HyperGEN study

OBJECTIVE: Function of the renin-angiotensin system is important to human hypertension, but its genetic etiology remains elusive. We set out to examine a hypothesis that multiple genetic variants in the system act together in blood pressure regulation, via intermediate phenotypes such as blood pressure reactivity. METHODS: A sample of 531 hypertensive cases and 417 controls was selected from the HyperGEN study. Hypertension-related traits including blood pressure responses to challenges to math test, handgrip and postural change (mathBP, gripBP, and postBP), and body mass index (BMI) were analyzed for association with 10 single nucleotide polymorphisms (SNPs) in the angiotensinogen (AGT) gene. Single-marker and haplotype analyses were performed to examine the effects of both individual and multiple variants. Multiple-trait profiling was used to assess interaction of latent intermediate factors with susceptible haplotypes. RESULTS: In Blacks, two SNPs in exon 5 and 3'UTR showed significant association with gripBP, and two promoter SNPs were strongly associated with postBP. In Whites, only borderline association was found for 2 promoter SNPs with mathBP. Haplotype analyses in Blacks confirmed association with gripBP, and detected significant association of a haplotype to BMI (p=0.029). With the interactions modeled, haplotype associations found in Blacks remain significant, while significant associations to BMI (p=0.009) and gripSBP emerged in Whites. CONCLUSION: Genetic variants in regulatory regions of AGT showed strong association with blood pressure reactivity. Interaction of promoter and genic SNPs in AGT revealed collective action of multiple variants on blood pressure reactivity and BMI both in Blacks and in Whites, possibly following different pathways.     

Variants in the HEPSIN gene are associated with prostate cancer in men of European origin

There is considerable evidence that genetic factors are involved in prostate cancer susceptibility. We have studied the association of 11 single nucleotide polymorphisms (SNPs) in the HEPSIN gene (HPN) with prostate cancer in men of European ancestry. HPN is a likely candidate in prostate cancer susceptibility, as it encodes a transmembrane cell surface serum protease, which is overexpressed in prostate cancer; HPN is also located on 19q11–q13.2, where linkage is found with prostate cancer susceptibility. In this case-control association study (590 men with histologically verified prostate cancer and 576 unrelated controls, all of European descent), we find significant allele frequency differences between cases and controls at five SNPs that are located contiguously within the gene. A major 11-locus haplotype is significantly associated, which provides further support that HPN is a potentially important candidate gene involved in prostate cancer susceptibility. Association of one of the SNPs with Gleason score is also suggestive of a plausible role of HPN in tumor aggressiveness.     

Analysis of VEGF gene polymorphisms and serum VEGF protein levels contribution in polycystic ovary syndrome of patients

Vascular endothelial growth factor (VEGF) is a well-known factor in reproductive function and contributes to the pathogenesis of polycystic ovary syndrome (PCOS). Genetic variations in VEGFA gene were suggested to contribute alterations in VEGF secretion and PCOS. This study evaluated the association of VEGFA SNPs with altered VEGF secretion level and PCOS among ethnically-matched control women. This prospective case–control study was conducted from 2016 to 2018 and comprised of 55 women with PCOS and 52 control subjects. ELISA was used to measure VEGF levels; and various other related bio chemicals whereas the genotyping of VEGFA variants was performed through the analysis of nine SNPs of VEGF. PRL, E2, PRGE testosterone and glucose level were found to be insignificantly different. The levels of FSH, LH, LH/FSH, TT, insulin, SHBG and HOMA-IR were significantly higher in the study group. Among the nine tested variants of VEGF SNPs, two SNPs rs3025020 and rs833061, consisted of TT (Recessive and Dominant homozygous, respectively) which were marginally higher in test. The SNP rs1570360 had significantly higher GG allele (32.73%) which was recessive homozygous. There was no significant difference observed in genotype frequencies related to higher value of VEGF. The genotype frequencies for the studied SNPs were in alignment with Hardy–Weinberg equilibrium (HWE). The mean serum VEGF levels got significantly increased in PCOS group. No significant association was found between VEGF genotypes and its serum levels. VEGF levels in rs699947 (AA-major homozygous), rs3025039 (CC-major homozygous) and rs833061 (TT & CC-major & minor homozygous) genotypes were significantly higher in PCOS. The study results evidently proved that the allelic variants in genes may be a factor for PCOS and VEGF serum levels with respect to few SNP variants only. These findings indicated that VEGF may be involved in PCOS status and confirmed the previous association between genetic variants in VEGF, serum level of VEGF protein and PCOS.

     

Epidemiology and Genetic Epidemiology of the Liver Function Test Proteins

Background

The liver function test (LFT) is among the most commonly used clinical investigations to assess hepatic function, severity of liver diseases and the effect of therapies, as well as to detect drug-induced liver injury (DILI).

Aims

To determine the relative contribution of genetic and environmental factors as well as test and quantify the effects of sex, age, BMI and alcohol consumption to variation in liver function test proteins - including alanine amino transaminase (ALT), Albumin, gamma glutamyl transpeptidase (GGT), total bilirubin, total protein, total globulin, aspartate transaminase (AST), and alkaline phosphotase (ALP) - using the classical twin model.

Methods

Blood samples were collected from a total of 5380 twin pairs from the TwinsUK registry. We measured the expression levels of major proteins associated with the LFT, calculated BMI from measured weight and height and questionnaires were completed for alcohol consumption by the twins. The relative contribution of genetic and environmental factors to variation in the LFT proteins was assessed and quantified using a variance components model fitting approach.

Results

Our results show that (1) variation in all the LFTs has a significant heritable basis (h² ranging from 20% to 77%); (2) other than GGT, the LFTs are all affected to some extent by common environmental factors (c² ranging from 24% to 54%); and (3) a small but significant proportion of the variation in the LFTs was due to confounding effects of age, sex, BMI, and alcohol use.

Conclusions

Variation in the LFT proteins is under significant genetic and common environmental control although sex, alcohol use, age and BMI also contribute significantly to inter-individual variation in the LFT proteins. Understanding the underlying genetic contribution of liver function tests may help the interpretation of their results and explain wide variation among individuals.     

Association of variations in TPH1 and HTR2B with gestational weight gain and measures of obesity

Serotonin is involved in appetite regulation and energy homeostasis. Recently, it has been reported that 5-hydroxytryptamine receptor 2B (Htr2b) and tryptophan hydroxylase 1 (Tph1) play major role in β-cell proliferation in mouse during pregnancy. We investigated the genetic association of HTR2B and TPH1 with risk of gestational diabetes mellitus (GDM) and measures of obesity, in 869 Korean GDM women and carefully selected 632 nondiabetic control subjects. Six single-nucleotide polymorphisms (SNPs) in HTR2B and ten SNPs in TPH1 were selected for genotyping according to their tagging status. Genetic variants in HTR2B and TPH1 were not associated with the risk of GDM. In GDM women, SNPs of TPH1 were significantly associated with weight gain during pregnancy. In nondiabetic controls, SNPs of TPH1 were associated with waist circumference and BMI. We also found that a variant of TPH1 (rs623580) was associated with BMI in a genome-wide association study comprised of 8,842 subjects. Although genetic variants in HTR2B and TPH1 were not associated with risk of GDM, we found significant association of these variants with measures of obesity. However, further replication studies in a different population are required to confirm our findings.     

Genome-wide association study identifies genes for biomarkers of cardiovascular disease: serum urate and dyslipidemia

Many common diseases are accompanied by disturbances in biochemical traits. Identifying the genetic determinants could provide novel insights into disease mechanisms and reveal avenues for developing new therapies. Here, we report a genome-wide association analysis for commonly measured serum and urine biochemical traits. As part of the WTCCC, 500,000 SNPs genome wide were genotyped in 1955 hypertensive individuals characterized for 25 serum and urine biochemical traits. For each trait, we assessed association with individual SNPs, adjusting for age, sex, and BMI. Lipid measurements were further examined in a meta-analysis of genome-wide data from a type 2 diabetes scan. The most promising associations were examined in two epidemiological cohorts. We discovered association between serum urate and SLC2A9, a glucose transporter (p = 2 x 10(-15)) and confirmed this in two independent cohorts, GRAPHIC study (p = 9 x 10(-15)) and TwinsUK (p = 8 x 10(-19)). The odds ratio for hyperuricaemia (defined as urate >0.4 mMol/l) is 1.89 (95% CI = 1.36-2.61) per copy of common allele. We also replicated many genes previously associated with serum lipids and found previously recognized association between LDL levels and SNPs close to genes encoding PSRC1 and CELSR2 (p = 1 x 10(-7)). The common allele was associated with a 6% increase in nonfasting serum LDL. This region showed increased association in the meta-analysis (p = 4 x 10(-14)). This finding provides a potential biological mechanism for the recent association of this same allele of the same SNP with increased risk of coronary disease.     

The Association of Adiponectin Gene Promoter Variations with Non-Small Cell Lung Cancer in a Han Chinese Population

Recently, in vitro studies have demonstrated that adiponectin has antiangiogenic and tumor growth-limiting properties. Additionally, serum adiponectin levels have been associated with the risk of several cancers; specifically, serum adiponectin was significantly lower in lung cancer patients with advanced-stage disease. In this study, we examined the association of adiponectin gene promoter variations associated with adiponectin gene expression and plasma levels in non-small cell lung cancer (NSCLC) in a Han Chinese population. A total of 319 patients with NSCLC and 489 healthy individuals were recruited to evaluate the association of four adiponectin gene promoter single-nucleotide polymorphisms (SNPs) (SNP-12140G>A, SNP-11426A>G, SNP-11391G>A and SNP-11377C>G) with NSCLS risk. Additionally, we constructed haplotypes of these four SNPs and evaluated the association of these haplotypes with NSCLS risk. Our results showed that among these four SNPs, only SNP-12140G>A was associated with NSCLC risk(P<0.05). The haplotype analysis showed that no haplotype was associated with NSCLC after performing a Bonferroni correction (P>0.05). Additionally, an association analysis of the four SNPs stratified into pathologic stages I+II and III+IV showed that these SNPs did not exhibit significant differences between pathologic stages I+II and III+IV. Moreover, we did not observe any differences in allele and genotype frequency for these SNPs between adenocarcinoma and squamous cell carcinoma. Our results indicated that the G allele of SNP-12140may be a risk factor for NSCLC (OR = 1.516; 95% CI: 1.098–2.094) in this Han Chinese population.