Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California.
Department of Gastroenterology, Palo Alto Medical Foundation, San Jose, California.
Cancer Epidemiol Biomarkers Prev. 2024 Apr 3;33(4):547-556. doi: 10.1158/1055-9965.EPI-23-1200.
Gastric adenocarcinoma (GAC) is often diagnosed at advanced stages and portends a poor prognosis. We hypothesized that electronic health records (EHR) could be leveraged to identify individuals at highest risk for GAC from the population seeking routine care.
This was a retrospective cohort study, with endpoint of GAC incidence as ascertained through linkage to an institutional tumor registry. We utilized 2010 to 2020 data from the Palo Alto Medical Foundation, a large multispecialty practice serving Northern California. The analytic cohort comprised individuals ages 40-75 receiving regular ambulatory care. Variables collected included demographic, medical, pharmaceutical, social, and familial data. Electronic phenotyping was based on rule-based methods.
The cohort comprised 316,044 individuals and approximately 2 million person-years (p-y) of observation. 157 incident GACs occurred (incidence 7.9 per 100,000 p-y), of which 102 were non-cardia GACs (incidence 5.1 per 100,000 p-y). In multivariable analysis, male sex [HR: 2.2, 95% confidence interval (CI): 1.6-3.1], older age, Asian race (HR: 2.5, 95% CI: 1.7-3.7), Hispanic ethnicity (HR: 1.9, 95% CI: 1.1-3.3), atrophic gastritis (HR: 4.6, 95% CI: 2.2-9.3), and anemia (HR: 1.9, 95% CI: 1.3-2.6) were associated with GAC risk; use of NSAID was inversely associated (HR: 0.3, 95% CI: 0.2-0.5). Older age, Asian race, Hispanic ethnicity, atrophic gastritis, and anemia were associated with non-cardia GAC.
Routine EHR data can stratify the general population for GAC risk.
Such methods may help triage populations for targeted screening efforts, such as upper endoscopy.
胃腺癌(GAC)通常在晚期诊断,预后不良。我们假设可以利用电子健康记录(EHR)从寻求常规护理的人群中识别出患 GAC 的高危个体。
这是一项回顾性队列研究,以机构肿瘤登记处确定的 GAC 发病率作为终点。我们利用了 2010 年至 2020 年来自北加州大型多专科医疗服务机构帕洛阿尔托医疗基金会的数据。分析队列由年龄在 40-75 岁之间接受常规门诊护理的个体组成。收集的变量包括人口统计学、医疗、药物、社会和家族数据。电子表型基于基于规则的方法。
队列包括 316044 人,观察了大约 200 万人年(p-y)。发生了 157 例 GAC 事件(发病率为每 100000 人年 7.9 例),其中 102 例为非贲门 GAC(发病率为每 100000 人年 5.1 例)。多变量分析显示,男性(HR:2.2,95%置信区间(CI):1.6-3.1)、年龄较大、亚洲种族(HR:2.5,95%CI:1.7-3.7)、西班牙裔(HR:1.9,95%CI:1.1-3.3)、萎缩性胃炎(HR:4.6,95%CI:2.2-9.3)和贫血(HR:1.9,95%CI:1.3-2.6)与 GAC 风险相关;使用 NSAID 与 GAC 风险呈负相关(HR:0.3,95%CI:0.2-0.5)。年龄较大、亚洲种族、西班牙裔、萎缩性胃炎和贫血与非贲门 GAC 相关。
常规 EHR 数据可对 GAC 风险进行人群分层。
这些方法可能有助于为有针对性的筛查工作(如内窥镜检查)对人群进行分诊。