genetic epidemiology

遗传流行病学
  • 文章类型: Journal Article
    良性前列腺增生(BPH)是发生在中老年男性的常见病,心血管疾病(CVDs)是世界范围内的主要死亡原因之一。许多观察性研究发现BPH和CVD之间有很强的关联,但两者之间的因果关系尚不清楚。这项研究的目的是确定BPH和CVD之间的因果关系,特别是五种疾病:中风,冠心病,心力衰竭,心肌梗死(MI),和心房颤动(AF)。
    在这项研究中,我们从英国生物银行数据库中获得了BPH患者的单核苷酸多态性(SNP),HERMES联合会,和FinnGen基因组数据库,每个用作孟德尔随机化(MR)研究的遗传工具。我们使用常规MR分析来评估BPH和CVD之间的潜在因果方向,还有MR-Egger,MR-PRESSO,基于模型的估计(MBE)和加权中位数方法进行敏感性分析。
    使用双向双样本MR研究,我们发现BPH患者发生CHD(ConMixOR=1.152,95%CI:1.011-1.235,p=0.035)和MI(ConMixOR=1.107.95%CI:1.022-1.164,p=0.013)的风险增加,但卒中风险降低(ConMixOR=0.872,95%CI:0.797-0.926,p=0.002)。反向研究没有统计学意义,可能需要进一步研究。
    我们的研究表明BPH和CVD之间存在潜在的因果关系。BPH似乎是冠心病和心肌梗死的危险因素,但它可能对中风有保护作用。在反向研究中没有因果关系的证据,在随访中需要更大的样本量来进一步探索潜在的关联.
    UNASSIGNED: Benign prostatic hyperplasia (BPH) is a common disease occurring in elderly and middle-aged men, and cardiovascular diseases (CVDs) are one of the major causes of death worldwide. Many observational studies examined have found a strong association between BPH and CVDs, but the causal relationship between them is unclear. The aim of this study was to determine the causal relationship between BPH and CVDs, specifically five diseases: stroke, coronary heart disease (CHD), heart failure, myocardial infarction (MI), and atrial fibrillation (AF).
    UNASSIGNED: In this study, we obtained single nucleotide polymorphisms (SNPs) of patients with BPH from the UK Biobank database and patients with CVDs from the UK Biobank, the HERMES Consortium, and the FinnGen Genome Database, each used as a genetic tool for a Mendelian randomization (MR) study. We used conventional MR analysis to assess potential causal direction between BPH and CVDs, as well as MR-Egger, MR-PRESSO, model-based estimation (MBE) and weighted median methods for sensitivity analysis.
    UNASSIGNED: Using a bidirectional two-sample MR study, we found that BPH patients had an increased risk of developing CHD (ConMix OR = 1.152, 95% CI: 1.011-1.235, p = 0.035) and MI (ConMix OR = 1.107.95% CI: 1.022-1.164, p = 0.013), but a decreased risk of stroke (ConMix OR = 0.872, 95% CI: 0.797-0.926, p = 0.002). The reverse study was not statistically significant and further research may be needed.
    UNASSIGNED: Our study suggests a potential causal relationship between BPH and CVDs. BPH appears to be a risk factor for CHD and MI, but it may be protective against stroke. There was no evidence of a causal association in the reverse study, and a larger sample size was needed in follow-up to further explore the potential association.
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  • 文章类型: Journal Article
    广谱β-内酰胺酶(ESβLs)是能够水解青霉素的细菌酶,头孢菌素,还有氨曲南.ESβL在全球范围内具有临床意义的微生物中的患病率正在增加,大幅减少传染病的治疗管理。该研究旨在确定从罗兹住院患者中获得的ESβL阳性临床分离株的药物敏感性。波兰中部,并分析特定基因的患病率,确定这些细菌的获得性抗性。2022年从罗兹市的医学微生物实验室收集了ESβL阳性临床分离株的样本,波兰中部。按照EUCAST指南对菌株进行生化鉴定和抗微生物药敏试验。研究基因的存在(blaCTX-M,blaSHV,blaTEM,BlaPER,blaVEB)通过PCR确认。超过50%的研究分离株对庆大霉素具有抗性,头孢吡肟,头孢他啶和环丙沙星.最常见的ESβL基因是blaCTX-M。在大多数分离物中,抗性基因同时发生。在任何测试菌株中均未检测到blaPER。产生ESβL的菌株在很大程度上对目前可用的抗生素敏感。在大多数临床分离株中观察到不同基因的共存是令人震惊的。
    The extended-spectrum β-lactamases (ESβLs) are bacterial enzymes capable of hydrolyzing penicillins, cephalosporins, and aztreonam. The prevalence of ESβL is increasing among clinically significant microorganisms worldwide, drastically reducing the therapeutic management of infectious diseases. The study aimed to determine the drug susceptibility of ESβL-positive clinical isolates acquired from patients hospitalized in Lodz, central Poland, and analyze the prevalence of specific genes, determining acquired resistance in these bacteria. The samples of ESβL-positive clinical isolates were gathered in 2022 from medical microbiological laboratories in the city of Lodz, central Poland. The strains were subjected to biochemical identification and antimicrobial susceptibility testing following EUCAST guidelines. The presence of studied genes (blaCTX-M, blaSHV, blaTEM, blaPER, blaVEB) was confirmed by PCR. Over 50% of studied isolates were resistant to gentamicin, cefepime, ceftazidime and ciprofloxacin. The most common ESβL gene was blaCTX-M. In most isolates, the resistance genes occurred simultaneously. The blaPER was not detected in any of the tested strains. ESβL-producing strains are largely susceptible to the currently available antibiotics. The observation of the coexistence of different genes in most clinical isolates is alarming.
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  • 文章类型: Letter
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  • 文章类型: Editorial
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  • 文章类型: Journal Article
    孟德尔随机化是一种流行病学技术,可以探索扰乱药理靶标的潜在影响。血浆咖啡因水平可用作生物标志物以测量咖啡因的药理作用。或者,这可以使用行为代理进行评估,例如每天消耗的含咖啡因饮料的平均数量。任一变量都可以用作孟德尔随机化调查中的暴露量,并选择使用哪些遗传变异作为工具变量。另一种可能性是选择与咖啡因水平调节具有已知生物学相关性的基因区域中的变体。这些选择会影响分析正在解决的因果问题,以及分析假设的有效性。Further,即使使用相同的遗传变异,孟德尔随机化估计的符号(正或负)可以根据暴露的选择而改变。一些降低咖啡因代谢的遗传变异与较高水平的血浆咖啡因有关,但是咖啡因摄入量较低,因为具有这些变体的个体需要更少的咖啡因消耗才能获得相同的生理效果。我们探索孟德尔随机化估计咖啡因对体重指数的影响,并讨论了孟德尔随机化研究中变异和暴露选择的意义。
    Mendelian randomization is an epidemiological technique that can explore the potential effect of perturbing a pharmacological target. Plasma caffeine levels can be used as a biomarker to measure the pharmacological effects of caffeine. Alternatively, this can be assessed using a behavioral proxy, such as average number of caffeinated drinks consumed per day. Either variable can be used as the exposure in a Mendelian randomization investigation, and to select which genetic variants to use as instrumental variables. Another possibility is to choose variants in gene regions with known biological relevance to caffeine level regulation. These choices affect the causal question that is being addressed by the analysis, and the validity of the analysis assumptions. Further, even when using the same genetic variants, the sign of Mendelian randomization estimates (positive or negative) can change depending on the choice of exposure. Some genetic variants that decrease caffeine metabolism associate with higher levels of plasma caffeine, but lower levels of caffeine consumption, as individuals with these variants require less caffeine consumption for the same physiological effect. We explore Mendelian randomization estimates for the effect of caffeine on body mass index, and discuss implications for variant and exposure choice in drug target Mendelian randomization investigations.
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  • 文章类型: Journal Article
    KRAS突变是非小细胞肺癌(NSCLC)患者中最常见的致癌驱动因素。然而,详细了解自我报告的种族和/或种族(SIRE),基因推断祖先(GIA),它们的相互作用对KRAS突变的影响在很大程度上是未知的。这里,我们调查了SIRE,定量GIA,来自波士顿肺癌生存队列和中国OrigiMed队列的3918例多种族队列中的KRAS突变及其等位基因特异性亚型,以及1450例NSCLC患者的独立验证队列。这个全面的分析包括详细的协变量,包括诊断时的年龄,性别,临床分期,癌症组织学,和吸烟状况。我们报道SIRE与KRAS突变显著相关,按性别修改,SIRE-亚洲患者的KRAS突变率较低,transversion替换,和等位基因特异性亚型KRASG12C与SIRE-White患者相比,在调整了潜在的混杂因素后。此外,发现GIA与KRAS突变相关,欧洲血统比例较高的患者患KRAS突变的风险增加,特别是更多的过渡替换和KRASG12D。值得注意的是,在SIRE-白人患者中,欧洲血统的增加与KRAS突变的可能性更高有关,而混合美国血统的增加与可能性的降低有关,这表明定量GIA提供了SIRE以外的其他信息。SIRE协会,GIA,它们与NSCLC中KRAS驱动突变的相互作用突出了将两者纳入基于人群的癌症研究的重要性,旨在完善临床决策过程并减轻健康差异。
    The KRAS mutation is the most common oncogenic driver in patients with non-small cell lung cancer (NSCLC). However, a detailed understanding of how self-reported race and/or ethnicity (SIRE), genetically inferred ancestry (GIA), and their interaction affect KRAS mutation is largely unknown. Here, we investigated the associations between SIRE, quantitative GIA, and KRAS mutation and its allele-specific subtypes in a multi-ethnic cohort of 3,918 patients from the Boston Lung Cancer Survival cohort and the Chinese OrigiMed cohort with an independent validation cohort of 1,450 patients with NSCLC. This comprehensive analysis included detailed covariates such as age at diagnosis, sex, clinical stage, cancer histology, and smoking status. We report that SIRE is significantly associated with KRAS mutations, modified by sex, with SIRE-Asian patients showing lower rates of KRAS mutation, transversion substitution, and the allele-specific subtype KRASG12C compared to SIRE-White patients after adjusting for potential confounders. Moreover, GIA was found to correlate with KRAS mutations, where patients with a higher proportion of European ancestry had an increased risk of KRAS mutations, especially more transition substitutions and KRASG12D. Notably, among SIRE-White patients, an increase in European ancestry was linked to a higher likelihood of KRAS mutations, whereas an increase in admixed American ancestry was associated with a reduced likelihood, suggesting that quantitative GIA offers additional information beyond SIRE. The association of SIRE, GIA, and their interplay with KRAS driver mutations in NSCLC highlights the importance of incorporating both into population-based cancer research, aiming to refine clinical decision-making processes and mitigate health disparities.
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  • 文章类型: Journal Article
    背景:了解循环蛋白在前列腺癌风险中的作用可以揭示关键的生物学途径并确定癌症预防的新靶点。
    方法:我们调查了2002年基因预测的循环蛋白水平与前列腺癌总体风险的关系,以及侵袭性和早发性疾病,使用顺式pQTL孟德尔随机化(MR)和共定位。在两个MR的支持下发现蛋白质,在多次测试校正后,并使用两个独立的癌症GWAS复制共定位,欧洲血统和非洲血统之一。另外使用前列腺肿瘤组织中的空间转录组数据研究了具有前列腺特异性组织表达证据的蛋白质,以评估它们在肿瘤侵袭性中的作用。最后,我们将风险蛋白映射到药物和正在进行的临床试验目标.
    结果:我们确定了20种与前列腺癌风险遗传相关的蛋白质(总体14种[8种特异性],7代表侵略性[3个具体],8用于早发性疾病[2具体]),其中大多数在数据可用的地方复制。其中包括与侵袭性疾病相关的蛋白质,例如PPA2[每1个SD增量的赔率(OR)=2.13,95%CI:1.54-2.93],PYY[OR=1.87,95%CI:1.43-2.44]和PRSS3[OR=0.80,95%CI:0.73-0.89],以及那些与早发性疾病相关的疾病,包括EHPB1[OR=2.89,95%CI:1.99-4.21],POGLUT3[OR=0.76,95%CI:0.67-0.86]和TPM3[OR=0.47,95%CI:0.34-0.64]。我们证实了MSMB与前列腺癌总体呈负相关[OR=0.81,95%CI:0.80-0.82],并且还发现与侵袭性[OR=0.84,95%CI:0.82-0.86]和早发性疾病[OR=0.71,95%CI:0.68-0.74]均呈负相关.利用空间转录组学数据,我们确定MSMB是全基因组最重要的预测基因,可区分良性区域和MSMB表达低5倍的高级别癌症区域.此外,与前列腺癌风险相关的10种蛋白质也映射到现有的治疗干预措施.
    结论:我们的发现强调了蛋白质组学对于提高我们对前列腺癌病因学和新的治疗干预机会的理解的重要性。此外,我们证明了深入功能分析的额外益处,以三角分析风险蛋白在前列腺肿瘤临床侵袭性中的作用.使用这些综合方法,我们确定了与侵袭性和早发性疾病相关的风险蛋白亚组,作为未来前列腺癌预防和治疗研究的重点.
    背景:这项工作得到了英国癌症研究中心的支持(批准号:C8221/A29017)。
    BACKGROUND: Understanding the role of circulating proteins in prostate cancer risk can reveal key biological pathways and identify novel targets for cancer prevention.
    METHODS: We investigated the association of 2002 genetically predicted circulating protein levels with risk of prostate cancer overall, and of aggressive and early onset disease, using cis-pQTL Mendelian randomisation (MR) and colocalisation. Findings for proteins with support from both MR, after correction for multiple-testing, and colocalisation were replicated using two independent cancer GWAS, one of European and one of African ancestry. Proteins with evidence of prostate-specific tissue expression were additionally investigated using spatial transcriptomic data in prostate tumour tissue to assess their role in tumour aggressiveness. Finally, we mapped risk proteins to drug and ongoing clinical trials targets.
    RESULTS: We identified 20 proteins genetically linked to prostate cancer risk (14 for overall [8 specific], 7 for aggressive [3 specific], and 8 for early onset disease [2 specific]), of which the majority replicated where data were available. Among these were proteins associated with aggressive disease, such as PPA2 [Odds Ratio (OR) per 1 SD increment = 2.13, 95% CI: 1.54-2.93], PYY [OR = 1.87, 95% CI: 1.43-2.44] and PRSS3 [OR = 0.80, 95% CI: 0.73-0.89], and those associated with early onset disease, including EHPB1 [OR = 2.89, 95% CI: 1.99-4.21], POGLUT3 [OR = 0.76, 95% CI: 0.67-0.86] and TPM3 [OR = 0.47, 95% CI: 0.34-0.64]. We confirmed an inverse association of MSMB with prostate cancer overall [OR = 0.81, 95% CI: 0.80-0.82], and also found an inverse association with both aggressive [OR = 0.84, 95% CI: 0.82-0.86] and early onset disease [OR = 0.71, 95% CI: 0.68-0.74]. Using spatial transcriptomics data, we identified MSMB as the genome-wide top-most predictive gene to distinguish benign regions from high grade cancer regions that comparatively had five-fold lower MSMB expression. Additionally, ten proteins that were associated with prostate cancer risk also mapped to existing therapeutic interventions.
    CONCLUSIONS: Our findings emphasise the importance of proteomics for improving our understanding of prostate cancer aetiology and of opportunities for novel therapeutic interventions. Additionally, we demonstrate the added benefit of in-depth functional analyses to triangulate the role of risk proteins in the clinical aggressiveness of prostate tumours. Using these integrated methods, we identify a subset of risk proteins associated with aggressive and early onset disease as priorities for investigation for the future prevention and treatment of prostate cancer.
    BACKGROUND: This work was supported by Cancer Research UK (grant no. C8221/A29017).
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  • 文章类型: Journal Article
    先兆子痫/子痫(PE),怀孕期间的严重并发症,已被认为与免疫细胞表型和循环炎症蛋白的水平相关。我们的研究旨在采用双样本孟德尔随机化(MR)分析来评估免疫细胞表型和循环炎症蛋白对PE发作的潜在因果影响。
    我们利用了来自全基因组关联研究(GWAS)的汇总水平数据。这包括撒丁岛创始人群体中3,757个人的371种免疫细胞表型的统计数据,以及来自14,824名欧洲祖先参与者的91种循环炎症蛋白的数据。此外,与PE相关的遗传关联是从FinnGen财团中提取的,涉及1,413例和287,137例控制。我们应用了方差逆加权(IVW)和MR-Egger等补充方法,加权中位数,和加权模式来全面评估潜在的因果关系。
    我们的分析揭示了几种免疫细胞类型和炎症蛋白与PE的显著因果关联。在分析的免疫细胞表型中,六种免疫表型是显著的危险因素(p<0.01),主要包括CD4上激活和分泌的CD4调节性T细胞,CD39+CD4+T细胞上的CD28,CD127-CD8+T细胞绝对细胞(AC)计数,HLADR+CD8+T细胞,CD66b+髓系细胞上的CD66b,和树突状细胞上的HLA-DR。10个为保护因素(p<0.01)。如CD33brHLADR+CD14-上的CD45,CD33+HLADR+AC,CD33+HLADR+CD14-AC,CD33+HLADR+CD14dimAC,CD24+CD27+B细胞上的CD27,CD20-CD38-%B细胞,浆细胞样DC上的IgD-CD24-%B细胞CD80,CD4+T细胞上的CD25,和CD25在活化和分泌的CD4调节性T细胞上。此外,在研究的炎症蛋白中,五个与体育有显著关联,具有保护作用的三个主要包括C-X-C基序趋化因子1、肿瘤坏死因子配体超家族成员14和C-C基序趋化因子19,以及两个加重PE风险的STAM结合域和白细胞介素6(p<0.05)。
    我们的研究强调了不同免疫细胞表型和循环炎症蛋白在PE病理生理学中的关键作用。这些发现阐明了潜在的遗传机制,强调怀孕期间免疫调节的重要性。这些见解可以为体育管理中的新干预策略铺平道路,可能增强孕产妇和新生儿的健康结果。
    UNASSIGNED: Preeclampsia/eclampsia (PE), a critical complication during pregnancy, has been suggested to correlate with immune cell phenotypes and levels of circulating inflammatory proteins. Our study aimed to employ a two-sample mendelian randomization (MR) analysis to assess the potential causal effects of immune cell phenotypes and circulating inflammatory proteins on the onset of PE.
    UNASSIGNED: We utilized summary-level data from genome-wide association studies (GWAS). This included statistics for 371 immune cell phenotypes from 3,757 individuals in the Sardinian founder population, and data on 91 circulating inflammatory proteins from 14,824 European ancestry participants. Additionally, genetic associations related to PE were extracted from the FinnGen consortium, involving 1,413 cases and 287,137 controls. We applied inverse variance weighting (IVW) and supplementary methods like MR-Egger, weighted median, and weighted mode to comprehensively assess potential causal links.
    UNASSIGNED: Our analysis revealed significant causal associations of several immune cells type and inflammatory proteins with PE. Out of the immune cell phenotypes analyzed, six immune phenotypes emerged as significant risk factors (p <0.01), mainly include CD4 on activated and secreting CD4 regulatory T cells, CD28 on CD39+ CD4+ T cells, CD127- CD8+ T cell absolute cell (AC) counts, HLA DR on HLA DR+ CD8+ T cell, CD66b on CD66b++ myeloid cells, and HLA DR on dendritic cells. And ten were identified as protective factors (p <0.01). Such as CD45 on CD33br HLA DR+ CD14-, CD33+ HLA DR+ AC, CD33+ HLA DR+ CD14- AC, CD33+ HLA DR+ CD14dim AC, CD27 on CD24+ CD27+ B cell, CD20- CD38- %B cell, IgD- CD24- %B cell CD80 on plasmacytoid DC, CD25 on CD4+ T cell, and CD25 on activated & secreting CD4 regulatory T cell. Furthermore, among the inflammatory proteins studied, five showed a significant association with PE, with three offering protective effects mainly include that C-X-C motif chemokine 1, tumor necrosis factor ligand superfamily member 14, and C-C motif chemokine 19 and two exacerbating PE risk such as STAM-binding domain and Interleukin-6 (p <0.05).
    UNASSIGNED: Our study highlights the pivotal roles played by diverse immune cell phenotypes and circulating inflammatory proteins in the pathophysiology of PE. These findings illuminate the underlying genetic mechanisms, emphasizing the criticality of immune regulation during pregnancy. Such insights could pave the way for novel intervention strategies in managing PE, potentially enhancing maternal and neonatal health outcomes.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    背景:流行病学研究揭示了肾功能受损与某些精神障碍之间的显著关联,尤其是双相情感障碍(BIP)和重度抑郁障碍(MDD)。然而,由于残余混杂和反向因果关系,关于共有遗传学和因果关系的证据是有限的.
    方法:在本研究中,我们进行了一项大规模的全基因组交叉性状关联研究,以调查5种肾功能生物标志物之间的遗传重叠(eGFRcrea,eGFRcys,血尿素氮(BUN),血清尿酸,和UACR)和2种精神障碍(MDD,BIP)。欧洲血统的汇总数据来自英国生物银行,慢性肾脏病遗传学联盟,和精神病学基因组学联盟。
    结果:使用LD评分回归,我们发现BIP和MDD的肾功能生物标志物性状之间存在中等但显著的遗传相关性.跨性状荟萃分析确定了1至19个独立的重要基因座,这些基因座在10对5个肾功能生物标志物性状和2个精神障碍中共享。其中,3个新基因:SUFU,IBSP,和PTPRJ,在全转录组关联研究分析(TWAS)中也得到了鉴定,其中大多数在神经系统和消化系统中观察到(FDR<0.05)。路径分析显示免疫系统可能在肾功能生物标志物和精神障碍之间发挥作用。双向孟德尔随机化分析提示肾功能生物标志物对BIP和MDD的潜在因果关系。
    结论:结论:该研究表明,BIP和MDD与肾功能生物标志物共享遗传结构,为他们的基因结构提供新的见解,并建议有必要使用更大的GWAS。
    BACKGROUND: Epidemiological studies have revealed a significant association between impaired kidney function and certain mental disorders, particularly bipolar disorder (BIP) and major depressive disorder (MDD). However, the evidence regarding shared genetics and causality is limited due to residual confounding and reverse causation.
    METHODS: In this study, we conducted a large-scale genome-wide cross-trait association study to investigate the genetic overlap between 5 kidney function biomarkers (eGFRcrea, eGFRcys, blood urea nitrogen (BUN), serum urate, and UACR) and 2 mental disorders (MDD, BIP). Summary-level data of European ancestry were extracted from UK Biobank, Chronic Kidney Disease Genetics Consortium, and Psychiatric Genomics Consortium.
    RESULTS: Using LD score regression, we found moderate but significant genetic correlations between kidney function biomarker traits on BIP and MDD. Cross-trait meta-analysis identified 1 to 19 independent significant loci that were found shared among 10 pairs of 5 kidney function biomarkers traits and 2 mental disorders. Among them, 3 novel genes: SUFU, IBSP, and PTPRJ, were also identified in transcriptome-wide association study analysis (TWAS), most of which were observed in the nervous and digestive systems (FDR < 0.05). Pathway analysis showed the immune system could play a role between kidney function biomarkers and mental disorders. Bidirectional mendelian randomization analysis suggested a potential causal relationship of kidney function biomarkers on BIP and MDD.
    CONCLUSIONS: In conclusion, the study demonstrated that both BIP and MDD shared genetic architecture with kidney function biomarkers, providing new insights into their genetic architectures and suggesting that larger GWASs are warranted.
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