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Concerns about instrumental variable selection for biological effect versus uptake of proton pump inhibitors in Mendelian randomisation analysis
Gut ( IF 23.0 ) Pub Date : 2025-01-01 , DOI: 10.1136/gutjnl-2024-332280 Shuai Yuan 1 , Susanna C Larsson 2, 3 , Dipender Gill 4 , Stephen Burgess 5, 6
Gut ( IF 23.0 ) Pub Date : 2025-01-01 , DOI: 10.1136/gutjnl-2024-332280 Shuai Yuan 1 , Susanna C Larsson 2, 3 , Dipender Gill 4 , Stephen Burgess 5, 6
Affiliation
A recent population-based cohort study found an association between proton pump inhibitor (PPI) prescription and risk of inflammatory bowel disease which they attributed to protopathic bias (ie, the drug was prescribed in response to initial disease symptoms) rather than a causal effect of PPI usage.1 In a following Mendelian randomisation (MR) study, An et al selected genetic variants associated with PPI usage to proxy the effect of exposure to PPI treatment.2 However, interpretation of these results remains unclear due to concerns about the strategy for instrumental variable selection identifies genetic variants that mimic the treatment under investigation. The fundamental concern is the difference between genetic predictors of the drug target effect versus genetic predictors of taking the drug. The major concern is that the association between genetic variants and drug use likely stems from their potential to exacerbate the underlying condition targeted by the drug or to intensify associated symptoms. For example, the variant rs11591147 in the PCSK9 gene region is associated with an increased use of cholesterol-lowering medication but also higher levels of cholesterol.3 We also found contradictory results between genetically predicted medication usage behaviour and genetically predicted drug target effect …
中文翻译:
在孟德尔随机化分析中,对质子泵抑制剂的生物学效应与摄取的工具变量选择的担忧
最近一项基于人群的队列研究发现,质子泵抑制剂 (PPI) 处方与炎症性肠病风险之间存在关联,他们将其归因于原型偏倚(即,该药物是根据最初的疾病症状开具的),而不是 PPI 使用的因果效应。在随后的孟德尔随机化 (MR) 研究中,An 等人选择了与 PPI 使用相关的遗传变异来代理暴露于 PPI 治疗的影响。然而, 由于担心工具变量选择识别模拟所研究治疗的遗传变异的策略,对这些结果的解释仍不清楚。最基本的问题是药物靶效应的遗传预测因子与服用药物的遗传预测因子之间的差异。主要问题是,遗传变异与药物使用之间的关联可能源于它们可能会加剧药物所针对的潜在疾病或加剧相关症状。例如,PCSK9 基因区域中的变异 rs11591147 与降胆固醇药物使用的增加有关,但也与胆固醇水平升高有关.3 我们还发现遗传预测的药物使用行为和遗传预测的药物靶效应之间存在矛盾的结果......
更新日期:2024-12-10
中文翻译:
在孟德尔随机化分析中,对质子泵抑制剂的生物学效应与摄取的工具变量选择的担忧
最近一项基于人群的队列研究发现,质子泵抑制剂 (PPI) 处方与炎症性肠病风险之间存在关联,他们将其归因于原型偏倚(即,该药物是根据最初的疾病症状开具的),而不是 PPI 使用的因果效应。在随后的孟德尔随机化 (MR) 研究中,An 等人选择了与 PPI 使用相关的遗传变异来代理暴露于 PPI 治疗的影响。然而, 由于担心工具变量选择识别模拟所研究治疗的遗传变异的策略,对这些结果的解释仍不清楚。最基本的问题是药物靶效应的遗传预测因子与服用药物的遗传预测因子之间的差异。主要问题是,遗传变异与药物使用之间的关联可能源于它们可能会加剧药物所针对的潜在疾病或加剧相关症状。例如,PCSK9 基因区域中的变异 rs11591147 与降胆固醇药物使用的增加有关,但也与胆固醇水平升高有关.3 我们还发现遗传预测的药物使用行为和遗传预测的药物靶效应之间存在矛盾的结果......