Abstract
Background
Obesity is an established risk factor for multiple myeloma (MM). Relatively few prior studies, however, have evaluated associations in Black populations.
Methods
Among 55,276 participants in the Black Women’s Health Study, a prospective U.S. cohort established in 1995, we confirmed 292 incident diagnoses of MM over 26 years of follow-up. Multivariable Cox proportional hazard models, adjusted for age and putative MM risk factors, were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for associations of usual body mass index (BMI), BMI at age 18, height, and waist-to-hip ratio with MM.
Results
Compared to women with a usual adult BMI < 25 kg/m2, the HR associated with a usual adult BMI ≥ 35 kg/m2 was 1.38 (95% CI: 0.96, 1.98). For early adult BMI, the HR comparing women with BMI ≥ 25 vs. <25 kg/m2 was 1.57 (95% CI: 1.08, 2.28). Women who were heavy in both early and later life had the highest risk compared to those who were lean at both time points (HR: 1.60; 95% CI: 1.02, 2.52). Height was also associated with the risk of MM; the HR per 10 cm was 1.21 (95% CI: 1.02, 1.43).
Conclusions
These results indicate that high early adult BMI is associated with a 57% increased risk of MM in Black women and potentially highlight the importance of weight control as a preventive measure.
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Data availability
The data underlying this article cannot be shared publicly to protect the confidentiality of individuals who participated in the study. The data will be shared on reasonable request to the corresponding author.
References
SEER*Explorer: an interactive website for SEER cancer statistics [Internet]. Surveillance Research Program, National Cancer Institute. [Cited 2022 September 26]. 2022. Available from https://seer.cancer.gov/explorer/.
Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K, et al. Body fatness and cancer-viewpoint of the IARC Working Group. N Engl J Med. 2016;375:794–8.
Liu B, Du Y, Wu Y, Snetselaar LG, Wallace RB, Bao W. Trends in obesity and adiposity measures by race or ethnicity among adults in the United States 2011-18: population based study. BMJ. 2021;372:n365.
Sprynski AC, Hose D, Kassambara A, Vincent L, Jourdan M, Rossi JF, et al. Insulin is a potent myeloma cell growth factor through insulin/IGF-1 hybrid receptor activation. Leukemia. 2010;24:1940–50.
Bebnowska D, Hrynkiewicz R, Grywalska E, Pasiarski M, Sosnowska-Pasiarska B, Smarz-Widelska I, et al. Immunological prognostic factors in multiple myeloma. Int J Mol Sci. 2021;22:3587.
Liu R, Gao D, Lv Y, Zhai M, He A. Importance of circulating adipocytokines in multiple myeloma: a systematic review and meta-analysis based on case-control studies. BMC Endocr Disord. 2022;22:29.
Bieghs L, Johnsen HE, Maes K, Menu E, Van Valckenborgh E, Overgaard MT, et al. The insulin-like growth factor system in multiple myeloma: diagnostic and therapeutic potential. Oncotarget. 2016;7:48732–52.
Abar L, Sobiecki JG, Cariolou M, Nanu N, Vieira AR, Stevens C, et al. Body size and obesity during adulthood, and risk of lympho-haematopoietic cancers: an update of the WCRF-AICR systematic review of published prospective studies. Ann Oncol. 2019;30:528–41.
Bertrand KA, Teras LR, Deubler EL, Chao CR, Rosner BA, Wang K, et al. Anthropometric traits and risk of multiple myeloma: a pooled prospective analysis. Br J Cancer. 2022;127:1296–303.
Birmann BM, Andreotti G, De Roos AJ, Camp NJ, Chiu BCH, Spinelli JJ, et al. Young Adult and usual adult body mass index and multiple myeloma risk: a pooled analysis in the International Multiple Myeloma Consortium (IMMC). Cancer Epidemiol Biomarkers Prev. 2017;26:876–85.
Hofmann JN, Moore SC, Lim U, Park Y, Baris D, Hollenbeck AR, et al. Body mass index and physical activity at different ages and risk of multiple myeloma in the NIH-AARP diet and health study. Am J Epidemiol. 2013;177:776–86.
Marinac CR, Birmann BM, Lee IM, Rosner BA, Townsend MK, Giovannucci E, et al. Body mass index throughout adulthood, physical activity, and risk of multiple myeloma: a prospective analysis in three large cohorts. Br J Cancer. 2018;118:1013–9.
Hales CM, Carroll MD, Fryar CD, Ogden CL. Prevalence of obesity and severe obesity among adults: United States, 2017–2018. NCHS Data Brief, no. 360 Hyattsville, MD: National Center for Health Statistics; 2020.
Brown LM, Gridley G, Pottern LM, Baris D, Swanso CA, Silverman DT, et al. Diet and nutrition as risk factors for multiple myeloma among blacks and whites in the United States. Cancer Causes Control. 2001;12:117–25.
Friedman GD, Herrinton LJ. Obesity and multiple myeloma. Cancer Causes Control. 1994;5:479–83.
Samanic C, Gridley G, Chow WH, Lubin J, Hoover RN, Fraumeni JF Jr. Obesity and cancer risk among white and black United States veterans. Cancer Causes Control. 2004;15:35–43.
Rosenberg L, Adams-Campbell L, Palmer JR. The Black Women’s Health Study: a follow-up study for causes and preventions of illness. J Am Med Womens Assoc (1972). 1995;50:56–8.
Wise LA, Palmer JR, Spiegelman D, Harlow BL, Stewart EA, Adams-Campbell LL, et al. Influence of body size and body fat distribution on risk of uterine leiomyomata in U.S. black women. Epidemiology. 2005;16:346–54.
Durrleman S, Simon R. Flexible regression models with cubic splines. Stat Med. 1989;8:551–61.
MacInnis RJ, English DR, Hopper JL, Giles GG. Body size and composition and the risk of lymphohematopoietic malignancies. J Natl Cancer Inst. 2005;97:1154–7.
Blair CK, Cerhan JR, Folsom AR, Ross JA. Anthropometric characteristics and risk of multiple myeloma. Epidemiology. 2005;16:691–4.
Britton JA, Khan AE, Rohrmann S, Becker N, Linseisen J, Nieters A, et al. Anthropometric characteristics and non-Hodgkin’s lymphoma and multiple myeloma risk in the European Prospective Investigation into Cancer and Nutrition (EPIC). Haematologica. 2008;93:1666–77.
Lu Y, Sullivan-Halley J, Henderson KD, Ma H, Horn-Ross PL, Reynolds P, et al. Anthropometric characteristics and multiple myeloma risk. Epidemiology. 2010;21:272–3.
Green J, Cairns BJ, Casabonne D, Wright FL, Reeves G, Beral V. Height and cancer incidence in the Million Women Study: prospective cohort, and meta-analysis of prospective studies of height and total cancer risk. Lancet Oncol. 2011;12:785–94.
Nunney L. Size matters: height, cell number and a person’s risk of cancer. Proc Biol Sci. 2018;285:20181743.
Hosgood HD, Gunter MJ, Murphy N, Rohan TE, Strickler HD. The relation of obesity-related hormonal and cytokine levels with multiple myeloma and non-hodgkin lymphoma. Front Oncol. 2018;8:103.
Jasrotia S, Gupta R, Sharma A, Halder A, Kumar L. Cytokine profile in multiple myeloma. Cytokine. 2020;136:155271.
Dalamaga M, Karmaniolas K, Panagiotou A, Hsi A, Chamberland J, Dimas C, et al. Low circulating adiponectin and resistin, but not leptin, levels are associated with multiple myeloma risk: a case-control study. Cancer Causes Control. 2009;20:193–9.
Hofmann JN, Liao LM, Pollak MN, Wang Y, Pfeiffer RM, Baris D, et al. A prospective study of circulating adipokine levels and risk of multiple myeloma. Blood. 2012;120:4418–20.
Acknowledgements
The authors would like to acknowledge the contribution to this study from central cancer registries supported through the Centres for Disease Control and Prevention’s National Programme of Cancer Registries (NPCR) and/or the National Cancer Institute’s Surveillance, Epidemiology, and End Results (SEER) Programme. Central registries may also be supported by state agencies, universities, and cancer centres. Participating central cancer registries include the following: AL, AR, AZ, CA, CO, CT, DE, DC, FL, GA, HI, IA, IL, IN, KY, LA, MD, MA, MI, MO, MS, NE, NJ, NM, NY, NC, OH, OK, OR, PA, SC, TN, TX, VA, WA, WI. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Cancer Institute, the National Institutes of Health, or the state cancer registries. We thank the participants and staff of the BWHS for their contributions.
Funding
This work was supported by the National Institutes of Health (CA058420 and CA164974). Julie R. Palmer received support from the Karin Grunebaum Cancer Research Foundation.
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YK, JRP, and KAB contributed to the study conception and design. Data collection was performed by JRP and KAB. Statistical analyses were performed by BNP and KAB. The first draft of the manuscript was written by YK and KAB; all authors provided critical feedback on the draft and read and approved the final manuscript.
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The BWHS study protocol was approved by the Boston University Medical Campus Institutional Review Board (IRB) and by the IRBs of participating cancer registries as required. Informed consent was implied by the return of the baseline questionnaire.
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Kataria, Y., Niharika Pillalamarri, B., Zirpoli, G. et al. Body size and risk of multiple myeloma in the Black Women’s Health Study. Br J Cancer 130, 830–835 (2024). https://doi.org/10.1038/s41416-023-02571-w
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DOI: https://doi.org/10.1038/s41416-023-02571-w