Bradford Chong, Rachel Baccile, Anjani Kapadia, Mandela Gadri, Rahul Sandella, Aaron Goffinet, Sebastian Dobrow, Jeremy Klein, Marynia Kolak, Sonia S Kupfer
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引用次数: 0
Abstract
Objective: Leveraging geospatial data and SDOH (social determinants of health) indices may enhance understanding of the interactions between geographic and social factors that facilitate early cancer diagnosis. We sought to characterize associations between travel distance, time, and early-stage pancreatic ductal adenocarcinoma (PDAC) diagnosis.
Methods: This was a retrospective study of PDAC patients at an urban academic medical center between January 1, 2012, and February 31, 2022. We geocoded patients to census tracts to calculate car travel distance and time. For residents within city limits, we calculated public transit time. The primary outcome was stage I diagnosis. Logistic regression was used for travel measures, and multivariable analyses adjusted for age, diagnosis year, and insurance. Sensitivity analyses were done using the Area Deprivation Index and the SDOH Atlas.
Results: We identified 694 PDAC patients, with 146 (23.2%) having a stage I diagnosis. Residing >25 miles and car travel time >45 minutes were associated with early diagnosis (OR: 2.35, 95% CI [1.41, 3.98], OR 2.49, 95% CI [1.53, 4.14] respectively). On sensitivity analyses, these associations persisted in low to moderate deprivation neighborhoods. Among city residents, there was no association between travel measures and early diagnosis.
Conclusions: Patients in less socioeconomically deprived neighborhoods are diagnosed at an earlier stage despite traveling longer distances and times.
目的:利用地理空间数据和健康的社会决定因素(SDOH)指数可以增强对促进早期癌症诊断的地理和社会因素之间相互作用的理解。我们试图描述旅行距离、时间和早期胰腺导管腺癌(PDAC)诊断之间的关系。方法:回顾性研究某城市学术医疗中心于1/1/12-2/31/22期间就诊的PDAC患者。我们对患者进行地理编码,以计算汽车行驶距离和时间。对于城市范围内的居民,我们计算了公共交通时间。主要终点为I期诊断。旅行测量采用Logistic回归,多变量分析调整了年龄、诊断年份和保险。利用区域剥夺指数和SDOH地图集进行敏感性分析。结果:694例PDAC患者中146例(23.2%)诊断为I期。居住>25英里和乘车时间>45分钟与早期诊断相关(OR分别为2.35,95% CI [1.41, 3.98], OR 2.49, 95% CI[1.53, 4.14])。在敏感性分析中,这些关联在低至中度剥夺社区中持续存在。在城市居民中,出行措施与早期诊断之间没有关联。结论:在社会经济条件较差的社区,尽管路程和时间较长,但患者在早期得到诊断。
期刊介绍:
Pancreas provides a central forum for communication of original works involving both basic and clinical research on the exocrine and endocrine pancreas and their interrelationships and consequences in disease states. This multidisciplinary, international journal covers the whole spectrum of basic sciences, etiology, prevention, pathophysiology, diagnosis, and surgical and medical management of pancreatic diseases, including cancer.