PO.CL04.02 · 临床研究
探究HMNCC覆盖区域肺癌和支气管癌发病率的社会、环境与健康相关因素
Exploring social, environmental, and health correlates of lung and bronchus cancer incidence in HMNCC catchment area
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摘要 Abstract
中文摘要
背景:肺癌和支气管癌是休斯顿卫理公会Neal癌症中心(HMNCC)覆盖区域癌症死亡的主要原因,存在深刻的地理和种族差异,威胁着健康公平。这个八县覆盖区域在人口统计学、工业暴露和卫生资源可及性方面存在显著差异。表征这一超额风险的社区层面驱动因素,对于制定应对这些不公平的针对性预防策略至关重要。
方法:县级癌症发病率(2018-2022)通过美国癌症统计收集。社会人口学、临床、行为和环境因素来自CDC PLACES和ACS 5年估计。GIS制图识别了8个县内的空间格局:Harris、Montgomery、Fort Bend、Galveston、Brazoria、Chambers、Liberty和Jefferson。使用加权Spearman相关(人口加权)和对数转换发病率的加权单变量线性回归来评估关联。Holm校正控制了多重检验。
结果:八个县肺癌和支气管癌的人口加权中位发病率为每10万人77.6例(IQR:77.6-77.6),全县范围内的发病率从每10万人32.5例到77.6例不等。GIS分析显示Liberty、Jefferson和Chambers县的发病率持续升高,其中黑人居民承受最高的种族特异性负担。若干因素与发病率呈强正相关,包括肥胖(r=0.998)、抑郁(r=0.984)、暴饮(r=0.976)、哮喘(r=0.893)和COPD(r=0.721)(所有原始p≤0.05)。经Holm校正后,肥胖、抑郁和暴饮仍然显著。观察到18岁以下人口(r= -0.839)、黑人(r= -0.767)和亚裔种族(r= -0.723)呈强负相关,尽管均未通过Holm校正。在加权单变量回归中,抑郁与发病率的关联最强(beta=0.102,SE=0.013,p<0.001),其次是肥胖(beta=0.078,SE=0.016,p=0.003)和暴饮(beta=0.129,SE=0.032,p=0.007)。哮喘(beta=0.288,SE=0.078,p=0.010)和COPD(beta=0.130,SE=0.047,p=0.032)的关联也显著。使用非参数模型的敏感性分析产生了几乎相同的排序。
结论:在整个HMNCC覆盖区域,肺癌发病率在地理上聚集,并与可改变的行为和临床风险指标(尤其是抑郁、肥胖和暴饮)密切一致。这些发现凸显了针对性预防、早期检测和社区参与式干预的重点社区和人群层面因素,旨在减少肺癌负担的不公平。
查看英文原文 English abstract
Background: Lung and bronchus cancer drives cancer mortality in the Houston Methodist Neal Cancer Center (HMNCC) catchment area, with profound geographic and racial disparities threatening health equity. The eight-county catchment area exhibits stark variations in demographics, industrial exposures, and health resource access. Characterizing community-level drivers of this excess risk is imperative for targeted prevention strategies that address these inequities.
Methods: County level cancer incidence (2018-2022) was collected through U.S. Cancer Statistics. The sociodemographic, clinical, behavioral, and environmental factors were obtained from the CDC PLACES and ACS 5-year estimates. GIS mapping identified the spatial patterns within the 8 counties: Harris, Montgomery, Fort Bend, Galveston, Brazoria, Chambers, Liberty, and Jefferson. Weighted Spearman correlations (population-weighted) and weighted univariate linear regressions of the log transformed incidence were used to assess the associations. Holm adjustment controlled for multiple testing.
Results: The population-weighted median incidence of lung and bronchial cancer in the eight counties was 77.6 per 100,000 (IQR: 77.6-77.6), with the county-wide rate ranging from 32.5 to 77.6 per 100,000. GIS analyses showed consistently elevated incidence in Liberty, Jefferson, and Chambers counties, with Black residents experiencing the highest race-specific burdens. Several factors exhibited strong positive correlations with incidence, including obesity (r=0.998), depression (r=0.984), binge drinking (r=0.976), asthma (r=0.893), and COPD (r=0.721) (all raw p≤0.05). After Holm adjustment, obesity, depression, and binge drinking remained significant. Strong negative correlations were observed for the population under 18 (r= -0.839), Black (r= -0.767), and Asian race (r= -0.723), although none survived Holm correction. In weighted univariate regression, depression showed the strongest association with incidence (beta=0.102, SE=0.013, p<0.001), followed by obesity (beta=0.078, SE=0.016, p=0.003) and binge drinking (beta=0.129, SE=0.032, p=0.007). Associations for asthma (beta=0.288, SE=0.078, p=0.010) and COPD (beta=0.130, SE=0.047, p=0.032) were also significant. Sensitivity analyses using non-parametric models produced nearly identical rankings.
Conclusion: Across the HMNCC catchment, lung cancer incidence clusters geographically and align closely with modifiable behavioral and clinical risk indicators, especially depression, obesity, and binge drinking. These findings highlight priority communities and population-level factors for targeted prevention, early detection, and community-engaged interventions aimed at reducing inequities in lung cancer burden.
利益披露 Disclosure
P. Sohoni, None..
W. Bai, None..
K. David Oware, None..
G. Han, None..
J. Cullen, None..
N. Esnaola, None..
A. Brandford, None.