Abstract
Background Elevated body mass index (BMI) ≥ 25 kg/m2 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/m2, 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: 1987 Atherosclerosis Risk in Communities (ARIC) study, 1991 Women's Health Initiative (WHI), 1993 Prostate, Lung, Colorectal, Ovarian Cancer Screening (PLCO) Trial, 1996 NIH-AARP Diet and Health Study (NIH-AARP), and one European cohort, the 1990 European Prospective Investigation into Cancer and Nutrition (EPIC). 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/m2) 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.
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, I2:0) age-adjusted and 1·15 (95% CI:1·13,1·17,I2: 0%) MV-adjusted and per 1SD increment in single BMI were 1.17 (95% CI: 1.16,1.18,I2:0) age-adjusted and 1·16 (95% CI:1·15,1·18,I2: 0%) MV-adjusted. The HR for overweight-years in women per 1 SD increment was 1.08 (95% CI:1.04,1.13, I2: 82%) age-adjusted and 1·08 (95% CI:1·04,1·13,I2: 83%) MV-adjusted and per 1SD increment in single BMI was 1.10 (95% CI: 1.07,1.14, I2: 72%) age-adjusted and 1·11 (95% CI:1·07,1·15, I2: 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.
Methods In this cohort study and individual participant data meta-analysis, we obtained data from the ABACus 2 Consortium, consisting of four US cohorts: 1987 Atherosclerosis Risk in Communities (ARIC) study, 1991 Women's Health Initiative (WHI), 1993 Prostate, Lung, Colorectal, Ovarian Cancer Screening (PLCO) Trial, 1996 NIH-AARP Diet and Health Study (NIH-AARP), and one European cohort, the 1990 European Prospective Investigation into Cancer and Nutrition (EPIC). 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/m2) 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.
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, I2:0) age-adjusted and 1·15 (95% CI:1·13,1·17,I2: 0%) MV-adjusted and per 1SD increment in single BMI were 1.17 (95% CI: 1.16,1.18,I2:0) age-adjusted and 1·16 (95% CI:1·15,1·18,I2: 0%) MV-adjusted. The HR for overweight-years in women per 1 SD increment was 1.08 (95% CI:1.04,1.13, I2: 82%) age-adjusted and 1·08 (95% CI:1·04,1·13,I2: 83%) MV-adjusted and per 1SD increment in single BMI was 1.10 (95% CI: 1.07,1.14, I2: 72%) age-adjusted and 1·11 (95% CI:1·07,1·15, I2: 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.
| Original language | English |
|---|---|
| Article number | 102921 |
| Journal | EClinicalMedicine |
| Volume | 7 |
| Early online date | 19 Nov 2024 |
| DOIs | |
| Publication status | Published - 1 Dec 2024 |
