Department of Health Research and Policy, Stanford University School of Medicine, Stanford, California, United States of America.
Division of Primary Care and Population Health, Department of Medicine, Stanford University, Stanford, California, United States of America.
PLoS One. 2018 Jul 13;13(7):e0200097. doi: 10.1371/journal.pone.0200097. eCollection 2018.
Early diagnosis of cutaneous melanoma is critical in preventing melanoma-associated deaths, but the role of primary care providers (PCPs) in diagnosing melanoma is underexplored. We aimed to explore the association of PCP density with melanoma incidence and mortality.
All cases of cutaneous melanoma diagnosed in the United States from 2008-2012 and reported in the Surveillance, Epidemiology, and End Results (SEER) database were analyzed in 2016. County-level primary care physician density was obtained from the Area Health Resources File (AHRF). We conducted multivariate linear regression using 1) average annual melanoma incidence or 2) average annual melanoma mortality by county as primary outcomes, adjusting for demographic confounders and dermatologist density. Cox proportional hazard regression was conducted using individual outcome data from SEER with the same covariates.
Across 611 counties, 167,305 cases of melanoma were analyzed. Per 100,000 people, an additional 10 PCPs per county was associated with 1.62 additional cases of melanoma per year (95% CI 1.06-2.18, p<0.001). This increased incidence occurred disproportionally in early-stage melanoma (Stage 0: 0.69 cases (0.38-1.00), p<0.001; Stage I: 0.63 cases (0.37-0.89), p<0.001; Stage II: 0.11 cases (0.03-0.19), p = 0.005). There was no statistically significant association between PCP density and incidence of stage III or IV melanoma, or with melanoma-specific mortality. Survival analysis demonstrated elimination of 5-year post-diagnosis mortality risk in medically underserved counties after adjusting for stage.
Higher densities of PCPs may be linked to increased diagnosis of early-stage melanoma without corresponding decreases in late-stage diagnoses or melanoma-associated mortality.
早期诊断皮肤黑色素瘤对于预防黑色素瘤相关死亡至关重要,但初级保健提供者(PCP)在诊断黑色素瘤方面的作用尚未得到充分探索。我们旨在探讨 PCP 密度与黑色素瘤发病率和死亡率的关系。
我们于 2016 年分析了 2008 年至 2012 年期间在美国监测、流行病学和最终结果(SEER)数据库中诊断的所有皮肤黑色素瘤病例,并报告了该病例。从区域卫生资源文件(AHRF)中获得县级初级保健医生密度。我们使用 1)按县计算的平均每年黑色素瘤发病率或 2)按县计算的平均每年黑色素瘤死亡率作为主要结果,进行多元线性回归,调整人口统计学混杂因素和皮肤科医生密度。使用 SEER 的个体结果数据进行 Cox 比例风险回归,采用相同的协变量。
在 611 个县中,共分析了 167305 例黑色素瘤病例。每 100000 人增加 10 名 PCP,每年将增加 1.62 例黑色素瘤(95%CI 1.06-2.18,p<0.001)。这种发病率的增加不成比例地发生在早期黑色素瘤(0 期:0.69 例(0.38-1.00),p<0.001;I 期:0.63 例(0.37-0.89),p<0.001;II 期:0.11 例(0.03-0.19),p=0.005)。PCP 密度与 III 期或 IV 期黑色素瘤的发病率或黑色素瘤特异性死亡率之间没有统计学上的显著关联。生存分析表明,在调整了阶段因素后,在医疗服务不足的县中,5 年诊断后死亡率的风险得以消除。
PCP 密度的增加可能与早期黑色素瘤的诊断增加有关,而晚期诊断或黑色素瘤相关死亡率则没有相应下降。