面向宫颈癌消除的社会经济精准防控策略:教育、收入、居住地对宫颈癌前病变及浸润癌的差异化影响OA
Socioeconomically targeted strategies for cervical cancer elimination:differential effects of education,income,and residence on cervical precancerous lesions and invasive cancer
目的 社会经济地位(socioeconomic status,SES)不平等在宫颈癌自然史连续谱(从癌前病变到浸润癌)中的作用模式目前尚不清晰.本研究旨在系统探讨不同维度的SES与不同阶段宫颈病变风险的关联,为识别高危人群、制定精准防控策略提供科学依据.方法 采用病例-对照设计,纳入2024年10月至2025年9月于陆军军医大学第一附属医院妇科就诊的508例女性受试者,依据病理诊断结合《国际疾病分类(第十版)》(international classification of diseases,10th revision,ICD-10),编码将宫颈上皮内瘤变、宫颈原位癌及宫颈浸润癌设为3个病例组,无宫颈病变者为对照组.问卷收集教育水平、家庭年收入、个人月工资及居住地经济水平4个SES指标.鉴于结局变量具有有序性且比例优势假设不成立,构建3个独立的二分类Logistic回归模型分别分析各SES指标与不同病变阶段的关联,估算OR及95%CI,并调整年龄、体质量指数(body mass index,BMI)及人乳头瘤病毒(human papillomavirus,HPV)疫苗接种状态等混杂因素;通过方差膨胀因子(variance inflation factor,VIF)检验多重共线性,采用多项Logistic回归进行敏感性分析.结果 共纳入508例患者,其中无病变组74例(14.6%)、宫颈上皮内瘤变组213例(41.9%)、宫颈原位癌组110例(21.7%)、宫颈浸润癌组111例(21.8%).多因素Logistic回归分析结果显示,高中及以上文化程度与宫颈上皮内瘤变(OR=0.475,95%CI:0.258~0.877,P=0.017)及宫颈浸润癌(OR=0.361,95%CI:0.175~0.746,P=0.006)发生风险降低相关,但与宫颈原位癌无显著关联;个人月工资>5 000元与宫颈浸润癌发生风险降低相关(OR=0.332,95%CI:0.137~0.806,P=0.015);非富裕地区女性宫颈浸润癌发生风险较富裕地区增加92%(OR=1.920,95%CI:1.005~3.668,P=0.048).家庭年收入与各阶段病变的关联均无统计学意义.模型3所有变量的VIF<1.12,提示不存在多重共线性.敏感性分析采用多项Logistic回归,以无病变组为共同参照,结果显示各SES指标与病变阶段的相对风险比(relative risk ratio,RRR)与上述独立二分类模型方向一致,提示结果稳健.结论 社会经济差异对中国女性宫颈病变风险的影响呈现维度差异性.高中及以上教育水平与宫颈上皮内瘤变及宫颈浸润癌发生风险降低独立相关,而居住地经济水平和个人月工资水平主要影响宫颈浸润癌发生风险.对策 建议通过整合筛查至基层计划生育体系、实施数据驱动的瓶颈分析与微干预、强化社区动员与家庭参与等策略,系统性消除低教育水平及非富裕地区人群在宫颈癌疫苗接种、筛查与治疗环节面临的可及性壁垒,确保消除宫颈癌目标公平惠及弱势人群.
Objective The pattern of socioeconomic status(SES)inequality across the natural history continuum of cervical cancer(from precancerous lesions to invasive cancer)remains unclear.This study aims to systematically investigate the associations between different dimensions of SES and risk at various stages of cervical lesions,providing scientific evidence for identifying high-risk populations and formulating targeted prevention and control strategies.Methods A case-control design was adopted.A total of 508 female patients who visited Department of Gynecology at the First Affiliated Hospital of Army Medical University between October 2024 and September 2025 were enrolled.Based on pathological diagnosis combined with international classification of diseases,10th revision(ICD-10)coding,cervical intraepithelial neoplasia(CIN),cervical carcinoma in situ,and invasive cervical cancer were designated as 3 case groups,with the women free of cervical lesions serving as the control group.Four SES indicators,that is,education level,household income,occupational income,and area-level economic development,were collected via questionnaires.Given that the outcome,variable was ordinal and the proportionul odds assumption was violated three independent binary logistic regression models were constructed to analyze the associations between each SES indicator and different lesion stages,estimating ORs and 95%CIs,with adjustment for age,body mass index(BMI),and human papillomavirus(HPV)vaccination status as confounders.Multicollinearity was assessed using variance inflation factor(VIF),and sensitivity analysis was performed using multinomial logistic regression.Results A total of 508 patients were enrolled,including 74(14.6%)in the lesion-free group,213(41.9%)in the CIN group,110(21.7%)in the carcinoma in situ group,and 111(21.8%)in the invasive cervical cancer group.Multivariate logistic regression analysis revealed that high school education and above was associated with reduced risks of CIN(OR=0.475,95%CI:0.258 to 0.877,P=0.017)and invasive cervical cancer(OR=0.361,95%CI:0.175 to 0.746,P=0.006),but showed no statistically significant association with carcinoma in situ.occupational income>5 000 yuan was associated with a reduced risk of invasive cervical cancer(OR=0.332,95%CI:0.137 to 0.806,P=0.015).Women from non-affluent areas exhibited a 92%increased risk of invasive cervical cancer compared with those from affluent areas(OR=1.920,95%CI:1.005 to 3.668,P=0.048).No significant associations were observed between household income and cervical lesions at any stage.All VIF values for variables in Model 3 were<1.12,indicating absence of multicollinearity.Sensitivity analysis using multinomial logistic regression with the lesion-free group as the common reference showed that the relative risk ratios(RRRs)of SES indicators across lesion stages were consistent in direction with the independent binary models,suggesting robust findings.Conclusion The impact of socioeconomic disparities on cervical lesion risk among Chinese women exhibits dimensional heterogeneity.High school education and above is independently associated with reduced risks of CIN and invasive cervical carcinoma,whereas residence economic level and occupational income primarily influence the risk of invasive cervical cancer.Countermeasures Integration of screening into grassroots family planning systems,implementation of data-driven bottleneck analysis and micro-interventions,and strengthening of community mobilization and family engagement are recommended to systematically eliminate accessibility barriers faced by populations with low education level and in non-affluent areas regarding HPV vaccination,screening,and treatment,ensuring equitable progress toward cervical cancer elimination goals for disadvantaged populations.
卫敏晶;武文慧;李春莲;冯顺;王延洲;马翔宇
陆军军医大学(第三军医大学):军事预防医学系军队流行病学教研室,重庆陆军军医大学(第三军医大学):军事预防医学系军队流行病学教研室,重庆陆军军医大学(第三军医大学):第一附属医院妇产科,重庆陆军军医大学(第三军医大学):第一附属医院妇产科,重庆陆军军医大学(第三军医大学):第一附属医院妇产科,重庆陆军军医大学(第三军医大学):军事预防医学系军队流行病学教研室,重庆
医药卫生
宫颈上皮内瘤变宫颈浸润癌社会经济地位病例对照研究
cervical intraepithelial neoplasiainvasive cervical cancersocioeconomic statuscase-control study
《陆军军医大学学报》 2026 (8)
1119-1128,封3,11
重庆市自然科学基金面上项目(CSTB2025NSCQ-GPX0661)陆军军医大学科技创新青年培育项目(2023XQN15) Supported by the General Project of Natural Science Foundation of Chongqing(CSTB2025NSCQ-GPX0661)and the Youth Cultivation Project of Science and Technology Innovation of Army Medical University(2023XQN15).
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