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按程度和持续时间划分的超重与癌症风险(ABACus2联盟):一项队列研究和个体参与者数据荟萃分析

Excess weight by degree and duration and cancer risk (ABACus2 consortium): a cohort study and individual participant data meta-analysis.

作者信息

Hawwash Nadin K, Sperrin Matthew, Martin Glen P, Sinha Rashmi, Matthews Charles E, Ricceri Fulvio, Tjønneland Anne, Heath Alicia K, Neuhouser Marian L, Joshu Corinne E, Platz Elizabeth A, Freisling Heinz, Gunter Marc J, Renehan Andrew G

机构信息

Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.

Cancer Research UK Manchester Cancer Research Centre, Manchester, United Kingdom.

出版信息

EClinicalMedicine. 2024 Nov 19;78:102921. doi: 10.1016/j.eclinm.2024.102921. eCollection 2024 Dec.

Abstract

BACKGROUND

Elevated body mass index (BMI) ≥25 kg/m is a major preventable cause of cancer. A single BMI measure does not capture the degree and duration of exposure to excess BMI. We investigate associations between adulthood overweight-years, incorporating exposure time to BMI ≥25 kg/m and cancer incidence, and compare this with single BMI.

METHODS

In this cohort study and individual participant data meta-analysis, we obtained data from the ABACus 2 Consortium, consisting of four US cohorts: Atherosclerosis Risk in Communities (ARIC) study (1987-2015), Women's Health Initiative (WHI; 1991 to 2005 [main study], to 2010 [Extension 1], and to 2020 [Extension 2]), Prostate, Lung, Colorectal, Ovarian Cancer Screening (PLCO) Trial (1993-2009), NIH-AARP Diet and Health Study (1996-2011), and one European cohort, the European Prospective Investigation into Cancer and Nutrition (EPIC; participants enrolled in 1990 and administrative censoring was centre-specific). Participants with at least 3 BMI measurements and complete cancer follow-up data were included. We calculated overweight-years: degree of overweight (BMI ≥25 kg/m) multiplied by the duration of overweight (years). Using random effects two-stage individual participant data meta-analyses, associations between cancer and overweight-years, single BMI, cumulative overweight degree and duration, measured at the same time and captured over a median of 41 years in men and 39 years in women, were evaluated with Cox proportional hazards models. Models were age-adjusted or multivariable (MV) adjusted for baseline age, ethnicity, alcohol, smoking and hormone replacement therapy (HRT). Harrell's C-statistic of metrics were compared. This study is registered at PROSPERO, CRD42021238270.

FINDINGS

720,210 participants, including 312,132 men and 408,078 women, were followed up for cancer incidence over a median 9.85 years (interquartile range (IQR) 8.03, 11.67) in men and 10.80 years (IQR 6.05, 15.55) in women. 12,959 men (4.15%) and 36,509 women (8.95%) were diagnosed with obesity-related cancer. Hazard ratios for obesity-related cancers in men, per 1 standard deviation (SD) overweight-years were 1.15 (95% CI: 1.14, 1.16, I: 0) age-adjusted and 1.15 (95% CI: 1.13, 1.17, I: 0%) MV-adjusted and per 1SD increment in single BMI were 1.17 (95% CI: 1.16, 1.18, I: 0) age-adjusted and 1.16 (95% CI: 1.15, 1.18, I: 0%) MV-adjusted. The HR for overweight-years in women per 1 SD increment was 1.08 (95% CI: 1.04, 1.13, I: 82%) age-adjusted and 1.08 (95% CI: 1.04, 1.13, I: 83%) MV-adjusted and per 1SD increment in single BMI was 1.10 (95% CI: 1.07, 1.14, I: 72%) age-adjusted and 1.11 (95% CI: 1.07, 1.15, I: 79%) MV-adjusted. C-statistics for overweight-years and single BMI for obesity-related cancers were 0.612 (95% CI: 0.578, 0.646) and 0.611 (95% CI: 0.578, 0.644) respectively for men and 0.566 (95% CI: 0.534, 0.598) and 0.573 (95% CI: 0.546, 0.600) for women.

INTERPRETATION

Adulthood degree and duration of excess BMI were associated with cancer risk. Both factors should be considered in cancer prevention strategies and policies. This study only focused on adulthood exposure to excess BMI, so the minimal differences in the predictive performance between adiposity metrics may be due to underestimation of cumulative excess BMI exposure.

FUNDING

Cancer Research UK, the Manchester NIHR Biomedical Research Centre, the National Cancer Institute, the National Heart, Lung, and Blood Institute, National Institutes of Health, Department of Health and Human Services, U.S. Department of Health and Human Services, the Intramural Research Program of the National Cancer Institute, the International Agency for Research on Cancer, Imperial College London, European Commission (DG-SANCO), the Danish Cancer Society, Ligue Contre le Cancer, Institut Gustave-Roussy, Mutuelle Générale de l'Education Nationale, Institut National de la Santé et de la Recherche Médicale, Deutsche Krebshilfe, Deutsches Krebsforschungszentrum, German Federal Ministry of Education and Research, the Hellenic Health Foundation, Associazione Italiana per la Ricerca sul Cancro-AIRC-Italy and National Research Council, Dutch Ministry of Public Health, Welfare, and Sports, Netherlands Cancer Registry, LK Research Funds, Dutch Prevention Funds, Dutch Zorg Onderzoek Nederland, World Cancer Research Fund, Statistics Netherlands, Health Research Fund, Instituto de Salud Carlos III, regional Spanish governments of Andalucía, Asturias, Basque Country, Murcia, and Navarra, the Catalan Institute of Oncology, Swedish Cancer Society, Swedish Scientific Council, and Region Skåne and Region Västerbotten, and the Medical Research Council.

摘要

背景

体重指数(BMI)≥25 kg/m²升高是癌症的主要可预防病因。单次BMI测量无法反映暴露于超重BMI的程度和持续时间。我们研究了成年期超重年数(将暴露于BMI≥25 kg/m²的时间纳入考量)与癌症发病率之间的关联,并将其与单次BMI测量结果进行比较。

方法

在这项队列研究和个体参与者数据荟萃分析中,我们从ABACus 2联盟获取数据,该联盟由四个美国队列组成:社区动脉粥样硬化风险(ARIC)研究(1987 - 2015年)、妇女健康倡议(WHI;1991年至2005年[主要研究],至2010年[扩展1],至2020年[扩展2])、前列腺、肺、结肠直肠癌、卵巢癌筛查(PLCO)试验(1993 - 2009年)、美国国立卫生研究院 - 美国退休人员协会饮食与健康研究(1996 - 2011年),以及一个欧洲队列,即欧洲癌症与营养前瞻性调查(EPIC;1990年入组参与者,行政审查因中心而异)。纳入至少有3次BMI测量值且有完整癌症随访数据的参与者。我们计算超重年数:超重程度(BMI≥25 kg/m²)乘以超重持续时间(年数)。使用随机效应两阶段个体参与者数据荟萃分析,通过Cox比例风险模型评估在男性中中位数为41年、女性中中位数为39年的同一时间测量且记录的癌症与超重年数、单次BMI、累积超重程度和持续时间之间的关联。模型针对基线年龄、种族、饮酒、吸烟和激素替代疗法(HRT)进行了年龄调整或多变量(MV)调整。比较了各指标的Harrell's C统计量。本研究已在PROSPERO注册,注册号为CRD42021238270。

结果

720,210名参与者,包括312,132名男性和408,078名女性,男性的癌症发病率随访中位数为9.85年(四分位间距(IQR)8.03,11.67),女性为10.80年(IQR 6.05,15.55)。12,959名男性(4.15%)和36,509名女性(8.95%)被诊断患有肥胖相关癌症。男性中,每1个标准差(SD)超重年数的肥胖相关癌症风险比在年龄调整后为1.15(95% CI:1.14,1.16,I²:0),多变量调整后为1.15(95% CI:1.13,1.17,I²:0%);单次BMI每增加1个标准差,年龄调整后为1.17(95% CI:1.16,1.18,I²:0),多变量调整后为1.16(95% CI:1.15,1.18,I²:0%)。女性中,每1个标准差超重年数增加的风险比在年龄调整后为1.08(95% CI:1.04,1.13,I²:82%),多变量调整后为1.08(95% CI:1.04,1.13,I²:83%);单次BMI每增加1个标准差,年龄调整后为1.10(95% CI:1.07,1.14,I²:72%),多变量调整后为1.11(95% CI:1.07,1.15,I²:79%)。男性肥胖相关癌症超重年数和单次BMI的C统计量分别为0.612(95% CI:0.578,0.646)和0.611(95% CI:0.578,0.644),女性分别为0.566(95% CI:0.534,0.598)和0.573(95% CI:0.546,0.600)。

解读

成年期超重BMI的程度和持续时间与癌症风险相关。癌症预防策略和政策应同时考虑这两个因素。本研究仅关注成年期暴露于超重BMI的情况,因此肥胖指标之间预测性能的微小差异可能是由于对累积超重BMI暴露的低估。

资助

英国癌症研究中心、曼彻斯特国家卫生研究院生物医学研究中心、美国国立癌症研究所、美国国立心肺血液研究所、美国国立卫生研究院、美国卫生与公众服务部、美国国立癌症研究所内部研究项目、国际癌症研究机构、伦敦帝国学院、欧盟委员会(DG - SANCO)、丹麦癌症协会、法国抗癌联盟、古斯塔夫 - 鲁西研究所、国民教育互助会、法国国家健康与医学研究所、德国癌症援助基金会、德国癌症研究中心、德国联邦教育与研究部、希腊健康基金会、意大利癌症研究协会 - AIRC - 意大利和国家研究委员会、荷兰公共卫生、福利与体育部、荷兰癌症登记处、LK研究基金、荷兰预防基金、荷兰健康研究机构、世界癌症研究基金会、荷兰统计局、健康研究基金、西班牙卡洛斯三世健康研究所以及西班牙安达卢西亚、阿斯图里亚斯、巴斯克地区、穆尔西亚和纳瓦拉的地区政府、加泰罗尼亚肿瘤研究所、瑞典癌症协会、瑞典科学委员会、斯科讷地区和韦斯特博滕地区,以及医学研究委员会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a1b/11617392/5f54e4c0a56d/gr1.jpg

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