pyrosequencing

焦磷酸测序
  • 文章类型: Journal Article
    DNA甲基化在年龄相关性白内障(ARC)的发生和发展中起重要作用。这项研究旨在通过检测转录组学显示与ARC相关的基因的DNA甲基化模式的修饰来揭示ARC的潜在表观遗传生物标志物。MethylationEPICBeadChip(850K)用于分析ARC患者和未受影响的对照组的DNA甲基化水平,采用Pearson相关性检验对DNA甲基化和转录组数据进行全基因组整合分析。基因本体论(GO)和京都基因和基因组百科全书(KEGG)数据库用于执行全基因组的功能分析,启动子区(TSS1500/TSS200),和相关的差异甲基化基因(DMG)。焦磷酸测序用于验证所选基因的甲基化水平。结果表明,与对照组相比,在ARC组中共检测到52,705个差异甲基化位点,其中13,858例高甲基化,38,847例低甲基化。GO和KEGG分析确定了与细胞膜相关的功能,钙信号通路,以及它们可能的分子机制。然后,通过关联分析筛选出57个启动子甲基化负相关的DMGs。焦磷酸测序证实,与对照组相比,ARC组C3和CCKAR甲基化水平较高,NLRP3、LEFTY1和GPR35甲基化水平较低。总之,我们的研究揭示了ARC的全基因组DNA甲基化模式和基因表达谱,本文鉴定的甲基化分子标志物可能有助于预防,诊断,治疗,和ARC的预后。
    DNA methylation plays an important role in the occurrence and development of age-related cataracts (ARC). This study aims to reveal potential epigenetic biomarkers of ARC by detecting modifications to the DNA methylation patterns of genes shown to be related to ARC by transcriptomics. The MethylationEPIC BeadChip (850 K) was used to analyze the DNA methylation levels in ARC patients and unaffected controls, and the Pearson correlation test was used to perform genome-wide integration analysis of DNA methylation and transcriptome data. The Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases were used to perform functional analysis of the whole genome, promoter regions (TSS1500/TSS200), and the associated differentially methylated genes (DMG). Pyrosequencing was used to verify the methylation levels of the selected genes. The results showed that, compared with the control group, a total of 52,705 differentially methylated sites were detected in the ARC group, of which 13,858 were hypermethylated and 38,847 were hypomethylated. GO and KEGG analyses identified functions related to the cell membrane, the calcium signaling pathway, and their possible molecular mechanisms. Then, 57 DMGs with negative promoter methylation correlations were screened by association analysis. Pyrosequencing verified that the ARC group had higher methylation levels of C3 and CCKAR and lower methylation levels of NLRP3, LEFTY1, and GPR35 compared with the control group. In summary, our study reveals the whole-genome DNA methylation patterns and gene expression profiles in ARC, and the molecular markers of methylation identified herein may aid in the prevention, diagnosis, treatment, and prognosis of ARC.
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  • 文章类型: Journal Article
    背景:遗传和表观遗传因素与酒精相关性肝病(AALD)的发展有关。单核苷酸多态性(SNPs),含Patatin样磷脂酶结构域蛋白(PNPLA3)中的rs738409和跨膜6超家族成员2(TM6SF2)中的rs58542926与不同全球人群中的AALD密切相关,因此,我们分析了病例(酒精性肝硬化)和对照(无肝硬化的重度饮酒者)中PNPLA3和TM6SF2基因的基因风险评分和脱氧核糖核酸(DNA)甲基化水平.
    方法:我们研究了患有酒精使用障碍(AUD)的肝硬化患者(AUD-Cve,n=136)且无肝硬化(AUD-C-ve,n=107)来自圣约翰医学院附属医院(SJMCH)(胃肠病学和精神病学)和成瘾医学中心(CAM)的临床服务,国家精神卫生和神经科学研究所,(NIMHANS)。生成rs738409(PNPLA3)和rs58542926(TM6SF2)的基因型数据,并用于计算未加权遗传风险评分(uGRS)和加权遗传风险评分(wGRS)。通过焦磷酸测序在PNPLA3和TM6SF2基因座处估计DNA甲基化水平。
    结果:总体而言,我们观察到明显更高的遗传风险评分(加权遗传风险评分,wGRS)与对照人群相比,酒精使用障碍个体(p=<0.01)。Further,uGRS和wGRS与肝硬化的诊断相关,即使在纠正发病年龄后,饮酒的数量和频率。与AUD-C-ve相比,我们还发现AUD-Cve中TM6SF2基因CpG2的低甲基化(P=0.02)。
    结论:我们发现,基于PNPLA3和TM6SF2基因中的SNP的遗传风险评分与AUD患者的肝硬化显着相关,这表明在识别有风险的患者和提供先发制人的干预措施方面具有潜在的效用。这些可能包括旨在改变DNA甲基化的干预措施。这可能是遗传风险升高可能影响肝硬化发展的机制之一。
    BACKGROUND: Genetic and epigenetic factors are associated with the development of alcohol-associated liver disease (AALD). The single nucleotide polymorphisms (SNPs), rs738409 in Patatin-like phospholipase domain-containing protein (PNPLA3) and rs58542926 in Transmembrane 6 Superfamily Member 2 (TM6SF2) are strongly associated with AALD in different global populations, Hence, we analyzed the genetic risk score for these variants and deoxyribonucleic acid (DNA) methylation levels of the PNPLA3 and TM6SF2 genes among cases (alcohol liver cirrhosis) and controls (heavy drinkers without cirrhosis).
    METHODS: We studied patients with alcohol use disorder (AUD) with cirrhosis (AUD-C + ve, n = 136) and without cirrhosis (AUD-C-ve, n = 107) drawn from the clinical services of St. John\'s Medical College Hospital (SJMCH) (Gastroenterology and Psychiatry) and Centre for Addiction Medicine (CAM), National Institute of Mental Health and Neurosciences, (NIMHANS). Genotype data was generated for rs738409 (PNPLA3) and rs58542926 (TM6SF2) and used to calculate unweighted genetic risk score (uGRS) and weighted genetic risk scores (wGRS). DNA methylation levels were estimated by pyrosequencing at PNPLA3 and TM6SF2 loci.
    RESULTS: Overall we observed a significantly higher genetic risk score (weighted genetic risk score, wGRS) in individuals with alcohol use disorder compared to control population (p =  < 0.01). Further, uGRS and wGRS were associated with the diagnosis of cirrhosis, even after correcting for age of onset, quantity and frequency of drinking. We also found hypomethylation at CpG2 of TM6SF2 gene in AUD-C + ve compared to AUD-C-ve (P = 0.02).
    CONCLUSIONS: We found that a genetic risk score based on SNPs in the PNPLA3 and TM6SF2 genes was significantly associated with cirrhosis in patients with AUD, suggesting a potential utility in identifying patients at risk and providing pre-emptive interventions. These may include interventions that aim to alter DNA methylation, which may be one of the mechanisms through which elevated genetic risk may influence the development of cirrhosis.
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  • 文章类型: Journal Article
    背景:迟发性运动障碍(TD)在20-30%的精神分裂症患者中发生,在50岁以上的患者中高达50%。DNA甲基化可能在TD的发生发展中起重要作用。
    目的:精神分裂症伴TD的DNA甲基化分析。
    方法:我们使用甲基化DNA免疫沉淀结合下一代测序(MeDIP-Seq)对患有TD的精神分裂症患者进行了全基因组DNA甲基化分析,其中包括5名患有TD的精神分裂症患者和5名没有TD(NTD)。和五个健康对照。结果表示为log2FC,差异甲基化区域(DMR)内两组之间标准化标签的倍数变化。对于验证,焦磷酸测序用于量化独立样本中几个甲基化基因的DNA甲基化水平(n=30).
    结果:通过全基因组MeDIP-Seq分析,我们鉴定出116个基因在启动子区显着差异甲基化TD组与NTD组相比,包括66个高甲基化基因(前4个基因是GABRR1,VANGL2,ZNF534和ZNF746)和50个低甲基化基因(前4个基因是DERL3,GSTA4,KNCN,和LRRK1)。这些基因的一部分(例如DERL3,DLGAP2,GABRR1,KLRG2,LRRK1,VANGL2和ZP3)先前被报道与精神分裂症中的甲基化有关。基因本体论富集和KEGG途径分析确定了几种途径。到目前为止,我们使用焦磷酸测序证实了精神分裂症伴TD的3个基因(ARMC6,WDR75和ZP3)的甲基化.
    结论:这项研究确定了TD的甲基化基因和通路的数量,并将为TD提供潜在的生物标志物,并作为在其他群体中复制的资源。
    Tardive dyskinesia (TD) develops in 20-30% of schizophrenia patients and up to 50% in patients > 50 years old. DNA methylation may play an important role in the development of TD.
    DNA methylation analyses in schizophrenia with TD.
    We conducted a genome-wide DNA methylation analysis in schizophrenia with TD using methylated DNA immunoprecipitation coupled with next-generation sequencing (MeDIP-Seq) in a Chinese sample including five schizophrenia patients with TD and five without TD (NTD), and five healthy controls. The results were expressed as the log2FC, fold change of normalized tags between two groups within the differentially methylated region (DMR). For validation, the pyrosequencing was used to quantify DNA methylation levels of several methylated genes in an independent sample (n = 30).
    Through genome-wide MeDIP-Seq analysis, we identified 116 genes that were significantly differentially methylated in promotor regions in comparison of TD group with NTD group including 66 hypermethylated genes (top 4 genes are GABRR1, VANGL2, ZNF534, and ZNF746) and 50 hypomethylated genes (top 4 genes are DERL3, GSTA4, KNCN, and LRRK1). Part of these genes (such as DERL3, DLGAP2, GABRR1, KLRG2, LRRK1, VANGL2, and ZP3) were previously reported to be associated with methylation in schizophrenia. Gene Ontology enrichment and KEGG pathway analyses identified several pathways. So far, we have confirmed the methylation of 3 genes (ARMC6, WDR75, and ZP3) in schizophrenia with TD using pyrosequencing.
    This study identified number of methylated genes and pathways for TD and will provide potential biomarkers for TD and serve as a resource for replication in other populations.
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  • 文章类型: Journal Article
    特发性脊柱侧凸(IS)是一种具有遗传背景的多因素疾病。LadybirdHomeobox1(LBX1)多态性与IS的关联已在多项研究中得到证实。然而,表观遗传机制尚未评估。本研究旨在评估椎旁深层肌肉中LBX1甲基化水平,以分析其与IS发生和/或IS严重程度的关系。检查了57例IS患者和20例非IS患者的LBX1启动子区的椎旁肌甲基化水平。椎旁肌肉内的甲基化水平在患者与患者之间没有显着差异。controls,除了一个CpG网站。主曲线角度≤70°患者椎旁肌LBX1启动子区甲基化水平的比较&gt;70°显示,在弯曲凸起侧的23个分析的CpG序列中,反向链启动子区域的主曲线角度为&gt;70°的患者中,有17个的甲基化水平明显更高。证实了LBX1启动子甲基化与IS严重程度之间的关联。在患有严重IS的患者中,椎旁深肌肉显示不对称的LBX1启动子区甲基化水平,在凸脊柱侧凸一侧较高,揭示了局部作用因素在IS进展中的作用。
    Idiopathic scoliosis (IS) is a multifactorial disease with a genetic background. The association of Ladybird Homeobox 1 (LBX1) polymorphisms with IS has been proven in multiple studies. However, the epigenetic mechanisms have not been evaluated. This study aimed to evaluate the LBX1 methylation level in deep paravertebral muscles in order to analyze its association with IS occurrence and/or IS severity. Fifty-seven IS patients and twenty non-IS patients were examined for the paravertebral muscles’ methylation level of the LBX1 promoter region. There was no significant difference in methylation level within paravertebral muscles between patients vs. controls, except for one CpG site. The comparison of the paravertebral muscles’ LBX1 promoter region methylation level between patients with a major curve angle of ≤70° vs. >70° revealed significantly higher methylation levels in 17 of 23 analyzed CpG sequences at the convex side of the curvature in patients with a major curve angle of >70° for the reverse strand promoter region. The association between LBX1 promoter methylation and IS severity was demonstrated. In patients with severe IS, the deep paravertebral muscles show an asymmetric LBX1 promoter region methylation level, higher at the convex scoliosis side, which reveals the role of locally acting factors in IS progression.
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  • 文章类型: Journal Article
    地中海贫血是单基因的,常染色体隐性遗传,由珠蛋白基因突变或缺失引起的红细胞遗传性疾病。大约6-10%的印度尼西亚人口携带β-珠蛋白基因突变;然而,很少进行婚前筛查,产前筛查是可选的。我们探索了使用无细胞胎儿DNA(cffDNA)作为一种潜在的非侵入性方法来检测孕妇产前胎儿β-珠蛋白基因突变。
    怀孕母亲(n=10),他们是已知的地中海贫血携带者,并且有患有重型地中海贫血的婴儿的历史,他们的携带者丈夫(n=4)在提供同意后被招募。抽取EDTA血液,和母体DNA,包括cffDNA,并分离父系DNA。使用ApoB和D1S80基因座的可变数量串联重复测试进行母体污染测试。通过焦磷酸测序进行等位基因定量。来自重型地中海贫血患者(n=16)的生物存档DNA的已知突变与对照一起运行。
    总共,10个cffDNA中有7个胜利通过母体沾染试验。等位基因定量结果显示,6例胎儿为IVS1nt5的预测携带者,1例预测正常,与重型地中海贫血患者生物存档DNA的等位基因定量一致。cd26突变A等位基因的最小阈值百分比为32%,IVS1nt1突变T等位基因为23%,IVS1nt5突变C等位基因为39%。
    从母亲的血液中获取cffDNA被证明是一种使用焦磷酸测序等位基因定量检测β-珠蛋白基因突变的非侵入性手段。这种非侵入性方法对于设施有限的环境中的产前诊断非常感兴趣。因为它最大限度地降低了堕胎的风险。需要进一步研究β-珠蛋白基因的其他突变。
    UNASSIGNED: Thalassemia is a monogenic, autosomal recessive, inherited disorder of the red blood cells caused by mutations or deletions in the globin gene. Approximately 6-10% of the Indonesian population carries the β-globin gene mutation; however, premarital screening is rarely conducted, and antenatal screening is optional. We explored the use of cell-free fetal DNA (cffDNA) as a potential non-invasive method of detecting the fetal β-globin gene mutation prenatally in pregnant women.
    UNASSIGNED: Pregnant mothers (n = 10), who were known carriers of thalassemia and who had a history of having borne a baby with thalassemia major, and their carrier husbands (n = 4) were recruited after providing consent. EDTA blood was drawn, and maternal DNA, including cffDNA, and paternal DNA were isolated. Maternal contamination tests were conducted using the variable number tandem repeat test for ApoB and D1S80 loci. Allele quantification was performed by pyrosequencing. Known mutations from the bio-archived DNA of patients with thalassemia major (n = 16) were run alongside as a control.
    UNASSIGNED: In total, 7 out of 10 cffDNA successfully passed the maternal contamination test. The results of the allele quantification showed that six fetuses were predictive carriers of IVS1nt5 and one was predictive normal, in line with the allele quantification for the bio-archived DNA from patients with thalassemia major. The minimum threshold percentage for mutant A allele at cd26 was 32%, mutant T allele at IVS1nt1 was 23%, and mutant C allele at IVS1nt5 was 39%.
    UNASSIGNED: Taking cffDNA from the mother\'s blood proved useful as a non-invasive means of detecting the β-globin gene mutation using pyrosequencing allele quantification. This non-invasive method is of great interest for prenatal diagnosis in settings with limited facilities, as it minimizes the risk of abortion. Further study of other mutations of the β-globin gene is needed.
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  • 文章类型: Journal Article
    背景。O6-甲基鸟嘌呤(O6-MeG)-DNA甲基转移酶(MGMT)甲基化状态是胶质母细胞瘤患者烷基化治疗疗效的预测因素,但其预后作用尚不清楚。我们表演了一个大型的,多中心研究评估MGMT甲基化值与生存率之间的关系。方法。我们通过来自9个意大利中心的焦磷酸测序评估了胶质母细胞瘤患者的MGMT甲基化状态。纳入标准为IDH野生型胶质母细胞瘤的组织学诊断,东部肿瘤协作组表现状态(ECOG-PS)≤2,替莫唑胺放化疗治疗。通过时间依赖性接收器工作特性(ROC)曲线和Cox回归模型研究了OS和MGMT之间的关系。结果。总的来说,对591例新诊断的胶质母细胞瘤患者进行分析。中位OS为16.2个月。ROC分析提示MGMT甲基化的截止为15%。MGMT甲基化<15%和≥15%的2年总生存率(OS)分别为18.3%和51.8%(p<0.0001)。在多变量分析中,MGMT甲基化<15%与受损生存率相关(p<0.00001)。然而,我们还发现MGMT甲基化与OS之间存在非线性关联(p=0.002):MGMT的中位OS为14.8个月,为0-4%,MGMT为18.9个月,为4-40%,MGMT为29.9个月,为40-100%。Conclusions.我们的研究结果表明,OS和MGMT启动子甲基化之间存在非线性关系,这意味着在接受放化疗的新诊断的IDH野生型胶质母细胞瘤患者中,通过焦磷酸测序对MGMT启动子甲基化值的预后影响程度不同。
    Background. O6-methylguanine (O6-MeG)-DNA methyltransferase (MGMT) methylation status is a predictive factor for alkylating treatment efficacy in glioblastoma patients, but its prognostic role is still unclear. We performed a large, multicenter study to evaluate the association between MGMT methylation value and survival. Methods. We evaluated glioblastoma patients with an assessment of MGMT methylation status by pyrosequencing from nine Italian centers. The inclusion criteria were histological diagnosis of IDH wild-type glioblastoma, Eastern Cooperative Oncology Group Performance Status (ECOG-PS) ≤2, and radio-chemotherapy treatment with temozolomide. The relationship between OS and MGMT was investigated with a time-dependent Receiver Operating Characteristics (ROC) curve and Cox regression models. Results. In total, 591 newly diagnosed glioblastoma patients were analyzed. The median OS was 16.2 months. The ROC analysis suggested a cut-off of 15% for MGMT methylation. The 2-year Overall Survival (OS) was 18.3% and 51.8% for MGMT methylation <15% and ≥15% (p < 0.0001). In the multivariable analysis, MGMT methylation <15% was associated with impaired survival (p < 0.00001). However, we also found a non-linear association between MGMT methylation and OS (p = 0.002): median OS was 14.8 months for MGMT in 0−4%, 18.9 months for MGMT in 4−40%, and 29.9 months for MGMT in 40−100%. Conclusions. Our findings suggested a non-linear relationship between OS and MGMT promoter methylation, which implies a varying magnitude of prognostic effect across values of MGMT promoter methylation by pyrosequencing in newly diagnosed IDH wild-type glioblastoma patients treated with chemoradiotherapy.
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  • 文章类型: Journal Article
    Treatment strategies for alcohol use disorder (AUD) aim for abstinence or harm reduction. While deranged biochemical parameters reverse with alcohol abstinence, whether molecular changes at the epigenetic level reverse is not clearly understood. We investigated whether the reduction from high alcohol use reflects DNA methylation at the gene-specific and global level. In subjects seeking treatment for severe AUD, we assessed gene-specific (aldehyde dehydrogenase [ALDH2]/methylene tetrahydrofolate reductase [MTHFR]) and global (long interspersed elements [LINE-1]) methylation across three-time points (baseline, after detoxification and at an early remission period of 3 months), in peripheral blood leukocytes. We observed that both gene-specific and global DNA methylation did not change over time, irrespective of the drinking status at 3 months (52% abstained from alcohol). Further, we also compared DNA methylation in AUD subjects with healthy controls. At baseline, there was a significantly higher gene-specific DNA methylation (ALDH2: p < .001 and MTHFR: p = .001) and a significant lower global methylation (LINE-1: p = .014) in AUD as compared to controls. Our results suggest that epigenetic changes at the DNA methylation level associated with severe AUD persist for at least 3 months of treatment.
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  • 文章类型: Journal Article
    We evaluated the performance of pyrosequencing, a genotypic test which detects TB and XDR-defining mutations within 6 h, directly on CSF samples for diagnosing TB meningitis(TBM).
    This retrospective, diagnostic accuracy study was conducted in Hinduja hospital, Mumbai from May-2017 to May-2019. 107 consecutive patients with physician-suspected TBM for whom CSF pyrosequencing was requested were screened. Seven patients with incomplete data were excluded. Diagnostic accuracy of pyrosequencing was compared with Xpert MTB/Rif and TBMGIT (TB Mycobacterial Growth Indicator Tube) culture against the uniform case definition of definite or probable TBM. Susceptibility concordance rate of pyrosequencing with TBMGIT culture and Xpert MTB/Rif was determined.
    The study cohort comprised of 100 patients[Definite(n = 33), Probable(n = 20), Possible(n = 30), Alternative(n = 17)] with 50% males[median age(years):38(Range:2-87)]. Against the uniform case definition, pyrosequencing had 98·11%(95%CI 89·93-99·95; n = 52/53) sensitivity and 97·79%(86·31-99·67; n = 44/45) negative predictive value(NPV) compared with 43.39%(29·83-57·72; n = 23/53,p < 0.0001) sensitivity and 61.04%(55·31-66·48; n = 47/77) NPV for Xpert MTB/Rif and 45·28%(31·56-59·55; n = 24/53,p < 0.0001) sensitivity and 61·84%(55·92-67·43; n = 47/76) NPV for TBMGIT culture. Susceptibility concordance rate of pyrosequencing with phenotypic Drug Susceptibility Testing was 91.3%(n = 21/23) and with Xpert MTB/Rif was 95·45%(n = 21/22).
    CSF pyrosequencing is significantly more sensitive than Xpert MTB/Rif and TBMGIT culture for diagnosing TBM. Additionally, it facilitates early therapeutic decision-making by providing information on XDR-defining mutations.
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  • 文章类型: Journal Article
    OBJECTIVE: To study the difference in age estimation based on quantitative analysis of DNA methylation by MassARRAY and pyrosequencing techniques.
    METHODS: The methylation levels of 9 CpG sites from two independent whole blood sample sets (containing 65 and 62 samples) were detected using MassARRAY and pyrosequencing techniques. Z-score transformation was used to remove the batch effects of different techniques, and a linear regression model was used for age prediction.
    RESULTS: For age prediction using the MassARRAY system, the 65 samples showed a mean absolute difference (MAD) of 2.49 years before Z-score transformation of the data and 2.44 years after the transformation, similar to the results in the 62 samples (MAD of 3.36 years before and 3.42 years after Z-score transformation). For data typed from pyrosequencing, the 65 samples showed a MAD of 4.20 years before and 2.76 years after data Z-score transformation, also similar to the results in the 62 samples (MAD of 3.92 years before and 3.63 years after data transformation).
    CONCLUSIONS: Z-score transformation can effectively reduce the system batch effect between MassARRAY and pyrosequencing. Data from the MassARRAY system allows direct age estimation without further data processing, while the pyrosequencing data may increase the error in age estimation, which can be corrected by Z-score transformation of the data.
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  • 文章类型: Journal Article
    BACKGROUND: Epigenetics is one of the factors shaping natural variability observed among human populations. A small proportion of heritable inter-population differences are observed in the context of both the genome-wide methylation level and the methylation status of individual CpG sites. It has been demonstrated that a limited number of carefully selected differentially methylated sites may allow discrimination between main human populations. However, most of the few published results have been performed exclusively on B-lymphocyte cell lines.
    RESULTS: The goal of our study was to identify a set of CpG sites sufficient to discriminate between populations of European and Chinese ancestry based on the difference in the DNA methylation profile not only in cell lines but also in primary cell samples. The preliminary selection of CpG sites differentially methylated in these two populations (pop-CpGs) was based on the analysis of two groups of commercially available ethnically-specific B-lymphocyte cell lines, performed using Illumina Infinium Human Methylation 450 BeadChip Array. A subset of 10 pop-CpGs characterized by the best differentiating criteria (|Mdiff| > 1, q < 0.05; lack of the confounding genomic features), and 10 additional CpGs in their immediate vicinity, were further tested using pyrosequencing technology in both B-lymphocyte cell lines and in the primary samples of the peripheral blood representing two analyzed populations. To assess the population-discriminating potential of the selected set of CpGs (further referred to as \"composite pop (CEU-CHB)-CpG marker\"), three classification methods were applied. The predictive ability of the composite 8-site pop (CEU-CHB)-CpG marker was assessed using 10-fold cross-validation method on two independent sets of samples.
    CONCLUSIONS: Our results showed that less than 10 pop-CpG sites may distinguish populations of European and Chinese ancestry; importantly, this small composite pop-CpG marker performs well in both lymphoblastoid cell lines and in non-homogenous blood samples regardless of a gender.
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