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基于血浆 25-羟维生素 D 水平的工具变量法分析结直肠癌发病风险的因果关联:一项孟德尔随机化研究

Instrumental variable estimation of the causal effect of plasma 25-hydroxy-vitamin D on colorectal cancer risk: a mendelian randomization analysis.

机构信息

Centre for Population Health Sciences, University of Edinburgh, Edinburgh, United Kingdom.

出版信息

PLoS One. 2012;7(6):e37662. doi: 10.1371/journal.pone.0037662. Epub 2012 Jun 6.

Abstract

Vitamin D deficiency has been associated with several common diseases, including cancer and is being investigated as a possible risk factor for these conditions. We reported the striking prevalence of vitamin D deficiency in Scotland. Previous epidemiological studies have reported an association between low dietary vitamin D and colorectal cancer (CRC). Using a case-control study design, we tested the association between plasma 25-hydroxy-vitamin D (25-OHD) and CRC (2,001 cases, 2,237 controls). To determine whether plasma 25-OHD levels are causally linked to CRC risk, we applied the control function instrumental variable (IV) method of the mendelian randomization (MR) approach using four single nucleotide polymorphisms (rs2282679, rs12785878, rs10741657, rs6013897) previously shown to be associated with plasma 25-OHD. Low plasma 25-OHD levels were associated with CRC risk in the crude model (odds ratio (OR): 0.76, 95% Confidence Interval (CI): 0.71, 0.81, p: 1.4×10(-14)) and after adjusting for age, sex and other confounding factors. Using an allele score that combined all four SNPs as the IV, the estimated causal effect was OR 1.16 (95% CI 0.60, 2.23), whilst it was 0.94 (95% CI 0.46, 1.91) and 0.93 (0.53, 1.63) when using an upstream (rs12785878, rs10741657) and a downstream allele score (rs2282679, rs6013897), respectively. 25-OHD levels were inversely associated with CRC risk, in agreement with recent meta-analyses. The fact that this finding was not replicated when the MR approach was employed might be due to weak instruments, giving low power to demonstrate an effect (<0.35). The prevalence and degree of vitamin D deficiency amongst individuals living in northerly latitudes is of considerable importance because of its relationship to disease. To elucidate the effect of vitamin D on CRC cancer risk, additional large studies of vitamin D and CRC risk are required and/or the application of alternative methods that are less sensitive to weak instrument restrictions.

摘要

维生素 D 缺乏与多种常见疾病有关,包括癌症,并被研究为这些疾病的可能危险因素。我们报告了苏格兰维生素 D 缺乏症的惊人流行率。先前的流行病学研究报告了低膳食维生素 D 与结直肠癌(CRC)之间的关联。我们使用病例对照研究设计,测试了血浆 25-羟基维生素 D(25-OHD)与 CRC(2001 例病例,2237 例对照)之间的关联。为了确定血浆 25-OHD 水平是否与 CRC 风险有因果关系,我们应用了孟德尔随机化(MR)方法的控制函数工具变量(IV)方法,使用了先前与血浆 25-OHD 相关的四个单核苷酸多态性(rs2282679、rs12785878、rs10741657、rs6013897)。在未校正模型中,低血浆 25-OHD 水平与 CRC 风险相关(比值比(OR):0.76,95%置信区间(CI):0.71,0.81,p:1.4×10(-14)),并且在调整年龄、性别和其他混杂因素后仍相关。使用组合了所有四个 SNP 的等位基因评分作为 IV,估计的因果效应为 OR 1.16(95%CI 0.60,2.23),而当使用上游(rs12785878,rs10741657)和下游等位基因评分(rs2282679,rs6013897)时,其估计值分别为 0.94(95%CI 0.46,1.91)和 0.93(0.53,1.63)。25-OHD 水平与 CRC 风险呈负相关,这与最近的荟萃分析结果一致。当采用 MR 方法时,这一发现未得到复制,这可能是由于工具变量较弱,导致证明效应的能力较低(<0.35)。生活在高纬度地区的个体中维生素 D 缺乏的流行率和程度非常重要,因为它与疾病有关。为了阐明维生素 D 对 CRC 癌症风险的影响,需要进行更多关于维生素 D 和 CRC 风险的大型研究,或者应用对弱工具限制不太敏感的替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4bfa/3368918/f3f4fd726b08/pone.0037662.g001.jpg

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