Abstract
Childhood cancer survivors (CCS) face complex long-term health consequences resulting from intensive treatments that may impact their aging trajectory. This study assessed the associations between social role attainment, emotional distress, and indicators of successful aging (SA) among adult CCS, considering treatment intensity. SA, is a multidimensional concept encompassing physical, cognitive, and psychosocial well-being, provides a framework for understanding and optimizing outcomes in this population. This cross-sectional study utilized data from Project Forward, a cohort, of 1,248 adult CCS diagnosed between 1996 and 2010. Participants were identified through the Los Angeles County Cancer Surveillance Program and completed a comprehensive self-report survey assessing demographics, physical and clinical conditions, mental health, and social well-being. SA was defined as having no more than one of the following: chronic disease, low physical activity, cognitive impairment, or poor well-being. Emotional distress was measured using the CES-D 7-item negative scale. Social role attainment was evaluated based on educational attainment, marital status, and employment. Multiple logistic regression was used and odds ratio (ORs) with 95% Confidence Intervals (CIs) were reported. Many survivors reported aging-related deficits, including at least one chronic condition (26.2%), low physical activity (69.6%), cognitive impairment (13.1%), and suboptimal well-being (42.0%). Despite these challenges, two- thirds met the criteria for SA. Higher social role attainment was associated with increased odds of SA (OR: 3.56; 95% CI: 2.06–6.15), while higher emotional distress was associated with a lower odd of SA (OR: 0.66; 95% CI: 0.61–0.71). Attainment of social roles and emotional distress are significantly associated with SA in adult CCS, highlighting the need for targeted, supportive interventions.
Data availability
The data underlying this article cannot be shared publicly due to privacy restrictions of individuals that participated in the study. Aggregated, deidentified data may be shared on reasonable request to the corresponding author.
References
Phillips, S. M. et al. Survivors of childhood cancer in the United States: prevalence and burden of morbidity. Cancer Epidemiol. Biomarkers Prev. 24, 653–663 (2015).
Siegel, R. L., Miller, K. D. & Jemal, A. Cancer statistics, 2019. CA Cancer J. Clin. 69, 7–34 (2019).
Bhakta, N. et al. The cumulative burden of surviving childhood cancer: an initial report from the St Jude Lifetime Cohort Study (SJLIFE). Lancet 390, 2569–2582 (2017).
Diller, L. et al. Chronic disease in the Childhood Cancer Survivor Study cohort: a review of published findings. J. Clin. Oncol. 27, 2339–2355 (2009).
Geenen, M. M. et al. Medical assessment of adverse health outcomes in long-term survivors of childhood cancer. JAMA 297, 2705–2715 (2007).
Ness, K. K. et al. Physiologic frailty as a sign of accelerated aging among adult survivors of childhood cancer: a report from the St Jude Lifetime cohort study. J. Clin. Oncol. 31, 4496–4503 (2013).
Cheung, Y. T. et al. Chronic health conditions and neurocognitive function in aging survivors of childhood cancer: a report from the childhood cancer survivor study. J. Natl. Cancer Inst. 110, 411–419 (2018).
Armstrong, G. T. et al. Aging and risk of severe, disabling, life-threatening, and fatal events in the childhood cancer survivor study. J. Clin. Oncol. 32, 1218–1227 (2014).
Armenian, S. H., Gibson, C. J., Rockne, R. C. & Ness, K. K. Premature aging in young cancer survivors. J. Natl. Cancer Inst. 111, 226–232 (2019).
Henderson, T.- O K. Ness, K Cohen, H. J Accelerated aging among cancer survivors: from pediatrics to geriatrics. Am. Soc. Clin. Oncol. Educ. Book, e423–30 (2014).
Hayek, S. et al. Prevalence and predictors of frailty in childhood cancer survivors and siblings: A report from the childhood cancer survivor study. J. Clin. Oncol. 38, 232–247 (2020).
Williams, A. M. et al. Physiologic frailty and neurocognitive decline among young-adult childhood cancer survivors: A prospective study from the St Jude Lifetime Cohort. -. J. Clin. Oncol. 39, 3485–3495 (2021).
Rowe, J. W. & Kahn, R. L. Successful aging. Gerontologist 37, 433–440 (1997).
Williams, A. M. et al. Premature aging as an accumulation of deficits in young adult survivors of pediatric cancer. J. Natl. Cancer Inst. 115, 200–207 (2023).
Young, Y., Frick, K. D. & Phelan, E. A. Can successful aging and chronic illness coexist in the same individual? A multidimensional concept of successful aging. J. Am. Med. Dir. Assoc. 10, 87–92 (2009).
Sabia, S. et al. Influence of individual and combined healthy behaviours on successful aging. Can. Med. Assoc. J. 184, 1985–1992 (2012).
Hayek, S. et al. Association of exercise intolerance with emotional distress, attainment of social roles, and health-related quality of life among adult survivors of childhood cancer. JAMA Oncol. 6, 1194–1202 (2020).
Birmingham, W. C. & Holt-Lunstad, J. Social aggravation: Understanding the complex role of social relationships on stress and health-relevant physiology. Int. J. Psychophysiol. 131, 13–23 (2018).
Uchino, B. N., Bowen, K., de Kent Grey, R., Mikel, J. & Fisher, E. B. Social support and physical health: Models, mechanisms, and opportunities. In Principles and Concepts of Behavioral Medicine: A Global Handbook (eds Fisher, E. B. et al.) 341–372 (Springer New York, 2018).
Schultz, K. A. P. et al. Behavioral and social outcomes in adolescent survivors of childhood cancer: A report from the childhood cancer survivor study. J. Clin. Oncol. 25, 3649–3656 (2007).
Kirchhoff, A. C. et al. Physical, mental, and neurocognitive status and employment outcomes in the childhood cancer survivor study cohort. Cancer Epidemiol. Biomarkers Prev. 20, 1838–1849 (2011).
Zeltzer, L. K. et al. Psychological status in childhood cancer survivors: A report from the Childhood Cancer Survivor Study. J. Clin. Oncol. 27, 2396–2404 (2009).
Ness, K. K. et al. Physical performance limitations in the Childhood Cancer Survivor Study cohort. J. Clin. Oncol. 27, 2382–2389 (2009).
Kirchhoff, A. C. et al. Occupational outcomes of adult childhood cancer survivors: A report from the childhood cancer survivor study. Cancer 117, 3033–3044 (2011).
Bhatt, N. S. et al. Chronic health conditions and longitudinal employment in survivors of childhood cancer. JAMA Netw. Open. 7, e2410731 (2024).
Kinahan, K. E. et al. Scarring, disfigurement, and quality of life in long-term survivors of childhood cancer: a report from the Childhood Cancer Survivor study. J. Clin. Oncol. 30, 2466–2474 (2012).
Brinkman, T. M. et al. Longitudinal patterns of psychological distress in adult survivors of childhood cancer. Br. J. Cancer. 109, 1373–1381 (2013).
Oancea, S. C. et al. Emotional distress among adult survivors of childhood cancer. J. Cancer Surviv. 8, 293–303 (2014).
Vuotto, S. C. et al. Impact of chronic disease on emotional distress in adult survivors of childhood cancer: A report from the Childhood Cancer Survivor Study. Cancer 123, 521–528 (2017).
Milam, J. et al. Project forward: A population-based cohort among young adult survivors of childhood cancers. JNCI Cancer Spectr. https://doi.org/10.1093/jncics/pkab068 (2021).
Cosco, T. D., Prina, A. M., Perales, J., Stephan, B. C. M. & Brayne, C. Operational definitions of successful aging: a systematic review. Int. Psychogeriatr. 26, 373–381 (2014).
Oeffinger, K. C. et al. Childhood Cancer Survivor Study, Chronic health conditions in adult survivors of childhood cancer. N. Engl. J. Med. 355, 1572–1582 (2006).
Do, B., Dunton, G. F., Miller, K. A. & Milam, J. E. Depressive symptoms and physical activity among young adult survivors of childhood cancer. Psychooncology. 32, 1598–1605 (2023).
Krull, K. R. et al. Neurocognitive functioning and health-related behaviours in adult survivors of childhood cancer: A report from the Childhood Cancer Survivor Study. Eur. J. Cancer. 47, 1380–1388 (2011).
Lamers, S. M. A., Westerhof, G. J., Bohlmeijer, E. T., ten Klooster, P. M. & Keyes, C. L. M. Evaluating the psychometric properties of the Mental Health Continuum-Short Form (MHC-SF). J. Clin. Psychol. 67, 99–110 (2011).
Oeffinger, K. C Mertens, A. C. Sklar, C. A Childhood Cancer Survivor Study. Survivors of Childhood (2006).
Kruseova, J., Zichova, A. & Eckschlager, T. Premature aging in childhood cancer survivors. Oncol. Lett. 25, 43 (2023).
Shafer, A. B. Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J. Clin. Psychol. 62, 123–146 (2006).
Yost, K., Perkins, C., Cohen, R., Morris, C. & Wright, W. Socioeconomic status and breast cancer incidence in California for different race/ethnic groups. Cancer Causes Control. 12, 703–711 (2001).
Kazak, A. E. et al. A revision of the intensity of treatment rating scale: Classifying the intensity of pediatric cancer treatment. Pediatr. Blood Cancer. 59, 96–99 (2012).
Tan, C. H., Denny, C. H., Cheal, N. E., Sniezek, J. E. & Kanny, D. Alcohol use and binge drinking among women of childbearing age - United States, 2011-2013. MMWR. Morb. Mortal. Wkly. Rep. 64, 1042–1046 (2015).
Carver, L. F., Beamish, R. & Phillips, S. P. Successful aging: Illness and social connections. Geriatrics https://doi.org/10.3390/geriatrics3010003 (2018).
Guida, J. L. et al. Measuring aging and identifying aging phenotypes in cancer survivors. J. Natl. Cancer Inst. 111, 1245–1254 (2019).
Jopp, D. S., Jung, S., Damarin, A. K., Mirpuri, S. & Spini, D. Who is your successful aging role model?. J. Gerontol. B Psychol. Sci. Soc. Sci. 72, 237–247 (2017).
Douglas, H., Georgiou, A. & Westbrook, J. Social participation as an indicator of successful aging: An overview of concepts and their associations with health. Aust. Health Rev. 41, 455–462 (2017).
Jeste, D. V. et al. Association between older age and more successful aging: Critical role of resilience and depression. Am. J. Psychiatry. 170, 188–196 (2013).
Fried, L. P. et al. Frailty in older adults: Evidence for a phenotype. J. Gerontol. A Biol. Sci. Med. Sci. 56, M146–M156 (2001).
Rockwood, K., Andrew, M. & Mitnitski, A. A comparison of two approaches to measuring frailty in elderly people. J. Gerontol. A Biol. Sci. Med. Sci. 62, 738–743 (2007).
Funding
This work was supported by the National Institute on Minority Health and Health Disparities of the National Institutes of Health (grant number 1R01MD007801).
Author information
Authors and Affiliations
Contributions
S.H., K.M, M.R., M.A.T.H, D.R.-F and J.M were involved in the conceptualization of this study. S.H and J.M were involved in the formal data analysis. S.H led the data analysis. S.H. and J.M were involved in the methods development. All the coauthors have contributed to the manuscript writing.
Corresponding author
Ethics declarations
Competing of interests
The authors have no conflicts of interest to declare.
Ethical approval
The study was conducted in accordance with the Declaration of Helsinki and was approved by the Institutional Review Board (IRB) at the University of Southern California. All participants provided informed consent.
Ethical approval
The study was conducted in accordance with the Declaration of Helsinki and was approved by the Institutional Review Board (IRB) at the University of Southern California. All participants provided informed consent.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.
About this article
Cite this article
Hayek, S., Miller, K.A., Roth, M.E. et al. Social roles and emotional distress are associated with successful aging in adult childhood cancer survivors. Sci Rep (2026). https://doi.org/10.1038/s41598-026-41160-8
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41598-026-41160-8