Abstract
There is a dearth of evidence pertaining to the relationship of cardiovascular disease (CVD) and its subtype with adjudicated cancer, thereby limiting our understanding of the heightened risk of CVD resulting from long-term complications of cancer and its therapies. The aim of this study was to quantify the risks of CVD and its subtypes in adult cancer survivors compared with cancer-free controls in a nationwide cross-sectional study on Continuous National Health and Nutrition Examination Survey (NHANES). We included 44,442 participants ranging in age from 20 to 85 years. Cancer and CVD diagnoses were ascertained via the household questionnaires. The association of cancer status with the risk of CVD and CVD subtype was examined using weighted logistic regression. Stratification analyses were also performed by age, sex, race, marital status, income status, educational level, and hyperlipidemia. The Wald test was used to calculate P-value for interaction. A total of 4178 participants have cancer, while 4829 participants had CVD, respectively. In the multivariable-adjusted model, the cancer was consistently linked to an elevated risk of CVD. Stratification analyses showed that stronger association between cancer status and CVD risk was found in younger adults, non-white, and participants living without a spouse or partner, and without hyperlipidemia. Our study confirmed that cancer participants were strongly linked to living with CVD, independent of traditional cardiovascular risk factors, especially in younger adults, non-white, and participants living without a spouse or partner, and without hyperlipidemia. There exists a pressing requirement to establish effective strategies for the prevention of CVD within this population characterized by a heightened risk.
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Data Availability
No additional data are available. NHANES and the NDI linkage data are publicly available at https://www.cdc.gov/nchs/nhanes/index.htm and https://www.cdc.gov/nchs/data-linkage/mortality-public.htm. We intend to provide relevant code on written reasonable request. Dissemination to study participants and/or patient organizations is not possible/applicable given the nature of public use and deidentified NHANES and NDI data.
References
Stoltzfus, K. C., Zhang, Y., Sturgeon, K., Sinoway, L. I., Trifiletti, D. M., Chinchilli, V. M., & Zaorsky, N. G. (2020). Fatal heart disease among cancer patients. Nature Communications, 11(1), 2011.
Sturgeon, K. M., Deng, L., Bluethmann, S. M., Zhou, S., Trifiletti, D. M., Jiang, C., Kelly, S. P., & Zaorsky, N. G. (2019). A population-based study of cardiovascular disease mortality risk in US cancer patients. European Heart Journal, 40(48), 3889–3897.
Miller, K. D., Nogueira, L., Mariotto, A. B., Rowland, J. H., Robin Yabroff, K., Alfano, C. M., Jemal, A., Kramer, J. L., & Siegel, R. L. (2019). Cancer treatment and survivorship statistics. CA: A Cancer Journal for Clinicians, 69(5), 363–385.
Karlstaedt, A., Moslehi, J., & de Boer, R. A. (2022). Cardio-onco-metabolism: Metabolic remodelling in cardiovascular disease and cancer. Nature Reviews Cardiology, 19(6), 414–425.
Sener, U., & Keser, Z. (2022). Ischemic stroke in patients with malignancy. Mayo Clinic Proceedings, 97(11), 2139–2144.
Hahn, V. S., Zhang, K. W., Sun, L., Narayan, V., Lenihan, D. J., & Ky, B. (2021). Heart failure with targeted cancer therapies: Mechanisms and cardioprotection. Circulation Research, 128(10), 1576–1593.
Makker, V., Colombo, N., Herráez, A. C., Santin, A. D., Colomba, E., Miller, D. S., Fujiwara, K., Pignata, S., Baron-Hay, S., Ray-Coquard, I., Shapira-Frommer, R., Ushijima, K., Sakata, J., Yonemori, K., Kim, Y. M., Guerra, E. M., Sanli, U. A., McCormack, M. M., Smith, A. D., … Lorusso, D. (2022). Lenvatinib plus pembrolizumab for advanced endometrial cancer. New England Journal of Medicine, 386(5), 437–448.
Schoormans, D., Vissers, P. A. J., van Herk-Sukel, M. P. P., Denollet, J., Pedersen, S. S., Dalton, S. O., Rottmann, N., & van de Poll-Franse, L. (2018). Incidence of cardiovascular disease up to 13 year after cancer diagnosis: A matched cohort study among 32 757 cancer survivors. Cancer Medicine, 7(10), 4952–4963.
Wang, L., Wang, F., Chen, L., Geng, Y., Shulin, Y., & Chen, Z. (2021). Long-term cardiovascular disease mortality among 160 834 5-year survivors of adolescent and young adult cancer: An American population-based cohort study. European Heart Journal, 42(1), 101–109.
Shin, J., Ko, H., Choi, Y. H., Choi, I., & Song, Y. M. (2019). Risk of comorbid cardiovascular disease in Korean long-term cancer survivors. European Journal of Cancer Care (Engl), 28(6), e13151.
About the National Health and Nutrition Examination Survey. National Center for Health Statistics; 2020. Retrieved from https://www.cdc.gov/nchs/about/index.htm
Centers for Disease Control and Prevention (CDC). National Center for Health Statistics (NCHS). National Health and Nutrition Examination Survey Methods and Analytic Guidelines. Hyattsville, MD: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention; 2020. Retrieved from: https://www.cdc.gov/nchs/ahcd/survey_methods.htm
Cowan, A. E., Jun, S., Gahche, J. J., Tooze, J. A., Dwyer, J. T., Eicher-Miller, H. A., Bhadra, A., Guenther, P. M., Potischman, N., Dodd, K. W., & Bailey, R. L. (2018). Dietary supplement use differs by socioeconomic and health-related characteristics among US adults, NHANES 2011–2014. Nutrients, 10(8), 1114.
Ogden, C. L., Carroll, M. D., Fakhouri, T. H., Hales, C. M., Fryar, C. D., Li, X., & Freedman, D. S. (2018). Prevalence of obesity among youths by household income and education level of head of household—United States 2011–2014. MMWR Morbidity and Mortality Weekly Report, 67(6), 186–189.
Defining Adult Overweight and Obesity. Centers of Disease Control and prevention. Overweight & Obesity; 2021. Retrieved from https://www.cdc.gov/obesity/basics/adult-defining.html
Kammerlander, A. A., Mayrhofer, T., Ferencik, M., Pagidipati, N. J., Karady, J., Ginsburg, G. S., Lu, M. T., Bittner, D. O., Puchner, S. B., Bihlmeyer, N. A., Meyersohn, N. M., Emami, H., Shah, S. H., Douglas, P. S., & Hoffmann, U. (2021). Association of metabolic phenotypes with coronary artery disease and cardiovascular events in patients with stable chest pain. Diabetes Care, 44(4), 1038–1045.
van’t Klooster, C. C., Ridker, P. M., Cook, N. R., Aerts, J. G. J. V., Westerink, J., Asselbergs, F. W., van der Graaf, Y., Visseren, F. L. J., Asselbergs, F. W., Nathoe, H. M., de Borst, G. J., Bots, M. L., Geerlings, M. I., Emmelot, M. H., de Jong, P. A., Leiner, T., Lely, A. T., van der Kaaij, N. P., Kappelle, L. J., … Westerink, J. (2020). Prediction of lifetime and 10-year risk of cancer in individual patients with established cardiovascular disease. JACC: CardioOncology, 2(3), 400–410.
Panagiotakos, D., Chrysohoou, C., Damigou, E., Barkas, F., Liberopoulos, E., Tsioufis, C., Sfikakis, P. P., & Pitsavos, C. (2023). Prediction of lifetime risk for cardiovascular disease, by risk factors level: The ATTICA epidemiological cohort study (2002–2022). Annals of Epidemiology, 87, 17–24.
Haider, A., Bengs, S., Luu, J., Osto, E., Siller-Matula, J. M., Muka, T., & Gebhard, C. (2020). Sex and gender in cardiovascular medicine: Presentation and outcomes of acute coronary syndrome. European Heart Journal, 41(13), 1328–1336.
Kirschbaum, T. K., Sudharsanan, N., Manne-Goehler, J., De Neve, J. W., Lemp, J. M., Theilmann, M., Marcus, M. E., Ebert, C., Chen, S., Yoosefi, M., & Sibai, A. M. (2020). The association of socioeconomic status with hypertension in 76 low-and middle-income countries. Journal of the American College of Cardiology, 80(8), 804–817.
Mefford, M. T., Li, B. H., Qian, L., Reading, S. R., Harrison, T. N., Scott, R. D., Cavendish, J. J., Jacobsen, S. J., Kanter, M. H., Woodward, M., & Reynolds, K. (2020). Sex-specific trends in acute myocardial infarction within an integrated healthcare network, 2000 through 2014. Circulation, 141(7), 509–519.
Wong, C. W., Kwok, C. S., Narain, A., Gulati, M., Mihalidou, A. S., Pensee, W., Alasnag, M., Myint, P. K., & Mamas, M. A. (2018). Marital status and risk of cardiovascular diseases: a systematic review and meta-analysis. Heart, 104(23), 1937–1948.
Dhindsa, D. S., Khambhati, J., Schultz, W. M., Tahhan, A. S., & Quyyumi, A. A. (2020). Marital status and outcomes in patients with cardiovascular disease. Trends in Cardiovascular Medicine, 30(4), 215–220.
Yang, K., Zhang, Y., Saito, E., Rahman, M. S., Gupta, P. C., Sawada, N., Tamakoshi, A., Gao, Y. T., Koh, W. P., Shu, X. O., & Tsuji, I. (2019). Association between educational level and total and cause-specific mortality: a pooled analysis of over 694 000 individuals in the Asia Cohort Consortium. British Medical Journal Open, 9(8), e026225.
Hasbani, N. R., Ligthart, S., Brown, M. R., Heath, A. S., Bebo, A., Ashley, K. E., Boerwinkle, E., Morrison, A. C., Folsom, A. R., Aguilar, D., & de Vries, P. S. (2022). American heart association’s life’s simple 7: Lifestyle recommendations, polygenic risk, and lifetime risk of coronary heart disease. Circulation, 145(11), 808–818.
Krishnappa, D., Wang, W., Rooney, M. R., Norby, F. L., Oldenburg, N. C., Soliman, E. Z., Alonso, A., Jin, O., Dudley, S. C., Jr., Lutsey, P. L., & Chen, L. Y. (2021). Life’s Simple 7 cardiovascular health score and premature atrial contractions: The atherosclerosis risk in communities (ARIC) study. International Journal of Cardiology, 332, 70–77.
Shen, R., Zhao, N., Wang, J., Guo, P., Shen, S., Liu, D., Liu, D., & Zou, T. (2022). Association between socioeconomic status and arteriosclerotic cardiovascular disease risk and cause-specific and all-cause mortality: Data from the 2005–2018 National Health and Nutrition Examination Survey. Frontiers in Public Health, 10, 1017271.
Kaneko, H., Suzuki, Y., Ueno, K., Okada, A., Fujiu, K., Matsuoka, S., Michihata, N., Jo, T., Takeda, N., Morita, H., & Kamiya, K. (2022). Association of life’s simple 7 with incident cardiovascular disease in 53 974 patients with cancer. European Journal of Preventive Cardiology, 29(18), 2324–2332.
Johnson, C. L., Paulose-Ram, R., Ogden, C. L., Carroll, M. D., Kruszan-Moran, D., Dohrmann, S. M., & Curtin, L. R. (2013). National health and nutrition examination survey: analytic guidelines, 1999–2010. Vital Health Statistics, 2(161), 1–24.
Chen, T. C., Clark, J., Riddles, M. K., Mohadjer, L. K., & Fakhouri, T. H. (2020). National health and nutrition examination survey, 2015–2018: sample design and estimation procedures. Vital Health Statistics, 2(184), 1–35.
Moriarity, C., Parsons, V. L., Jonas, K., Schar, B. G., Bose, J., & Bramlett, M. D. (2022). Sample design and estimation structures for the national health interview survey, 2016–2025. Vital Health Statistics, 1(191), 1–30.
Yeh, E. T., & Bickford, C. L. (2009). Cardiovascular complications of cancer therapy: Incidence, pathogenesis, diagnosis, and management. Journal of the American College of Cardiology, 53(24), 2231–2247.
Emery, J., Butow, P., Lai-Kwon, J., Nekhlyudov, L., Rynderman, M., & Jefford, M. (2022). Management of common clinical problems experienced by survivors of cancer. Lancet, 399(10334), 1537–1550.
Accordino, M. K., Neugut, A. I., & Hershman, D. L. (2014). Cardiac effects of anticancer therapy in the elderly. Journal of Clinical Oncology, 32(24), 2654–2661.
Brandão, S. R., Carvalho, F., Amado, F., Ferreira, R., & Costa, V. M. (2022). Insights on the molecular targets of cardiotoxicity induced by anticancer drugs: A systematic review based on proteomic findings. Metabolism, 134, 155250.
Magdy, T., Jouni, M., Kuo, H. H., Weddle, C. J., Lyra-Leite, D., Fonoudi, H., Romero-Tejeda, M., Gharib, M., Javed, H., Fajardo, G., Ross, C. J. D., Carleton, B. C., Bernstein, D., & Burridge, P. W. (2022). Identification of drug transporter genomic variants and inhibitors that protect against doxorubicin-induced cardiotoxicity. Circulation, 145(4), 279–294.
Matthews, A. A., Hinton, S. P., Stanway, S., Lyon, A. R., Smeeth, L., Bhaskaran, K., & Lund, J. L. (2021). Risk of cardiovascular diseases among older breast cancer survivors in the United States: A matched cohort study. Journal of the National Comprehensive Cancer Network, 19(3), 275–284.
Hamood, R., Hamood, H., Merhasin, I., & Keinan-Boker, L. (2019). Risk of cardiovascular disease after radiotherapy in survivors of breast cancer: A case-cohort study. Journal of Cardiology, 73(4), 280–291.
Chang, J. S., Shin, J., Park, E. C., & Kim, Y. B. (2019). Risk of cardiac disease after adjuvant radiation therapy among breast cancer survivors. Breast, 43, 48–54.
Lee, S. F., Yip, P. L., Vellayappan, B. A., Chee, C. E., Wong, L. C., Wan, E. Y. F., Chan, E. W. Y., Lee, C. F., Lee, F. A. S., & Luque-Fernandez, M. A. (2022). Incident cardiovascular diseases among survivors of high-risk stage II-III colorectal cancer: A cluster-wide cohort study. Journal of the National Comprehensive Cancer Network, 20(10), 1125–1133.
Kenzik, K. M., Balentine, C., Richman, J., Kilgore, M., Bhatia, S., & Williams, G. R. (2018). New-onset cardiovascular morbidity in older adults with stage I to III colorectal cancer. Journal of Clinical Oncology, 36(6), 609–616.
Wang, C. Y., Zoungas, S., Voskoboynik, M., & Mar, V. (2022). Cardiovascular disease and malignant melanoma. Melanoma Research, 32(3), 135–141.
Strongman, H., Gadd, S., Matthews, A., Mansfield, K. E., Stanway, S., Lyon, A. R., dos-Santos-Silva, I., Smeeth, L., & Bhaskaran, K. (2019). Medium and long-term risks of specific cardiovascular diseases in survivors of 20 adult cancers: a population-based cohort study using multiple linked UK electronic health records databases. Lancet, 394(10203), 1041–1054.
Armenian, S. H., Lanfang, X., Ky, B., Sun, C., Farol, L. T., Pal, S. K., Douglas, P. S., Bhatia, S., & Chao, C. (2016). Cardiovascular disease among survivors of adult-onset cancer: A community-based retrospective cohort study. Journal of Clinical Oncology, 34(10), 1122–1130.
Andersson, A., Melin, B., Enblad, G., Erlanson, M., Johansson, A. S., Molin, D., Tavelin, B., & Näslund, U. (2021). High risk of cardiovascular side effects after treatment of Hodgkin’s lymphoma—is there a need for intervention in long-term survivors? Upsala Journal of Medical Sciences. https://doi.org/10.48101/ujms.v126.6117
de Vries, S., Haaksma, M. L., Jóźwiak, K., Schaapveld, M., Hodgson, D. C., Lugtenburg, P. J., Krol, A. D. G., Petersen, E. J., Johan, D., van Spronsen, S., Ahmed, M. H., Aleman, B. M. P., & van Leeuwen, F. E. (2023). Development and validation of risk prediction models for coronary heart disease and heart failure after treatment for Hodgkin lymphoma. Journal of Clinical Oncology, 41(1), 86–95.
Yoon, D. W., Shin, D. W., Cho, J. H., Yang, J. H., Jeong, S. M., Han, K., & Park, S. H. (2019). Increased risk of coronary heart disease and stroke in lung cancer survivors: A Korean nationwide study of 20,458 patients. Lung Cancer, 136, 115–121.
Florido, R., Daya, N. R., Ndumele, C. E., Koton, S., Russell, S. D., Prizment, A., Blumenthal, R. S., Matsushita, K., Mok, Y., Felix, A. S., Coresh, J., Joshu, C. E., Platz, E. A., & Selvin, E. (2022). Cardiovascular disease risk among cancer survivors: The atherosclerosis risk in communities (ARIC) study. Journal of the American College of Cardiology, 80(1), 22–32.
Kim, K. J., Song, J. E., Kim, J. Y., Bae, J. H., Kim, N. H., Yoo, H. J., Kim, H. Y., Seo, J. A., Kim, N. H., Lee, J., Choi, K. M., Baik, S. H., & Kim, S. G. (2020). Effects of radioactive iodine treatment on cardiovascular disease in thyroid cancer patients: A nationwide cohort study. Annals of Translational Medicine, 8(19), 1235.
Lega, I. C., & Lipscombe, L. L. (2020). Review: Diabetes, obesity, and cancer-pathophysiology and clinical implications. Endocrine Reviews, 41(1), bnz014.
Michel, L., Schadendorf, D., & Rassaf, T. (2020). Oncocardiology: New challenges, new opportunities. Onkokardiologie: Neue Herausforderungen, neue Möglichkeiten. Herz, 45(7), 619–625.
Khan, S. S., & Greenland, P. (2020). Comprehensive cardiovascular health promotion for successful prevention of cardiovascular disease. JAMA, 324(20), 2036–2037.
Yang, Q., Cogswell, M. E., Dana Flanders, W., Hong, Y., Zhang, Z., Loustalot, F., Gillespie, C., Merritt, R., & Frank, BHu. (2012). Trends in cardiovascular health metrics and associations with all-cause and CVD mortality among US adults. JAMA, 307(12), 1273–1283.
Gaye, B. \, Canonico, M., Perier, M. C., Samieri, C., Berr, C., Dartigues, J.-F., Tzourio, C., Elbaz, A., & Empana, J. P. (2017). Ideal cardiovascular health, mortality, and vascular events in elderly subjects: The three-city study. Journal of the American College of Cardiology, 69(25), 3015–3026.
Perak, A. M., Ning, H., Khan, S. S., Bundy, J. D., Allen, N. B., Lewis, C. E., Jacobs, D. R., Van Horn, L. V., & Lloyd-Jones, D. M. (2020). Associations of late adolescent or young adult cardiovascular health with premature cardiovascular disease and mortality. Journal of the American College of Cardiology, 76(23), 2695–2707.
Arnett, D. K., Blumenthal, R. S., Albert, M. A., Buroker, A. B., Goldberger, Z. D., Hahn, E. J., Himmelfarb, C. D., Khera, A., Donald Lloyd-Jones, J., McEvoy, W., Michos, E. D., Miedema, M. D., Muñoz, D., Smith, S. C., Virani, S. S., Williams, K. A., Yeboah, J., & Ziaeian, B. (2019). ACC/AHA guideline on the primary prevention of cardiovascular disease: Executive summary: A report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines. Journal of the American College of Cardiology., 74(10), 1376–1414.
Walker, W. H., II., Meléndez-Fernández, O. H., Pascoe, J. L., Zhang, N., & DeVries, A. C. (2020). Social enrichment attenuates chemotherapy induced pro-inflammatory cytokine production and affective behavior via oxytocin signaling. Brain, Behavior, and Immunity, 89, 451–464.
Acknowledgements
We acknowledge the United States CDC/NCHS for providing the NHANES 1999-2018 data. Ruihuan Shen gratefully acknowledge spiritual support from the Lama Temple.
Funding
This work was supported by Beijing Municipal Science & Technology Commission Program (No. Z171100001017203 and No. D181100000218005).
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Dr Shen had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Concept and design: R. Shen. Acquisition, analysis, or interpretation of data: All authors. Drafting of the manuscript: R. Shen. Critical revision of the manuscript for important intellectual content: R. Shen. Statistical analysis: R. Shen. Obtained funding: T. Zou. Administrative, technical, or material support: T. Zou. Supervision: T. Zou. All the listed authors have read and approved the manuscript.
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The following protocol approval numbers were provided by the NCHS Research Ethics Review Board (ERB) for the presented surveys years: Protocol #98-12 (NHANES 1999–2004), Protocol #2005-06 (NHANES 2005–2006), Continuation of Protocol #2005-06 (NHANES 2007-2010), Protocol #2011-17 (NHANES 2011–2012), Continuation of Protocol #2011-17 (NHANES 2013-2016), Continuation of Protocol #2011-17 & Protocol #2018-01 (NHANES 2017–2018). More information about the NHANES database can be found at https://www.cdc.gov/nchs/nhanes/irba98.htm. And all participants provided informed written consent. This study is based on publicly available anonymized NHANES data, so it does not require further ethical review from the Ethics Committee of Beijing Hospital.
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Shen, R., Zou, T. Association Between Cancer and Cardiovascular Toxicity: A Nationwide Cross-Sectional Study on NHANES 1999–2018. Cardiovasc Toxicol 24, 351–364 (2024). https://doi.org/10.1007/s12012-024-09845-6
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DOI: https://doi.org/10.1007/s12012-024-09845-6