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Schwartz LF, Stratton KL, Leisenring WM, Marron Rodriguez S, Alston S, McDonald A, Vukadinovich C, Rinehart D, Oeffinger KC, Chow EJ, Krull KR, Brinkman TM, Nathan PC, Tan MM, McCrae JS, Burkhardt T, Ness KK, Armstrong GT, Henderson TO. Adverse Childhood Experiences, Resilience, and Cardiovascular Disease in Adult Survivors of Childhood Cancer: A Report from the Childhood Cancer Survivor Study. Cancer Epidemiol Biomarkers Prev 2024:745337. [PMID: 38738881 DOI: 10.1158/1055-9965.epi-24-0249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/11/2024] [Accepted: 05/09/2024] [Indexed: 05/14/2024] Open
Abstract
BACKGROUND The impact of Adverse Childhood Experiences (ACEs: e.g., abuse, neglect and/or household dysfunction experienced before age 18) and resilience on risk for cardiovascular disease (CVD) has not previously been investigated in adult survivors of childhood cancer. METHODS We conducted a nested case-control study among long-term, adult-aged survivors of childhood cancer from the Childhood Cancer Survivor Study (CCSS). Self-report questionnaires ascertained ACEs and resilience, and scores were compared between cases with serious/life-threatening CVD and controls without CVD matched on demographic and cardiotoxic treatment factors. RESULTS Among 95 cases and 261 controls, the mean ACE score was 1.4 for both groups; 53.4% of survivors endorsed ≥1 ACE. There was no association between ACEs or resilience and CVD in adjusted models. CONCLUSIONS ACEs and resilience do not appear to contribute to CVD risk for adult survivors of childhood cancer with cardiotoxic treatment exposures. IMPACT Although not associated with CVD in this population, ACEs are associated with serious health issues in other populations. Therefore, future studies could investigate effects of ACEs on other health outcomes affecting childhood cancer survivors.
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Affiliation(s)
| | | | | | | | - Shani Alston
- St. Jude Children's Research Hospital, United States
| | - Aaron McDonald
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Dayton Rinehart
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Eric J Chow
- Fred Hutchinson Cancer Center, Seattle, Washington, United States
| | - Kevin R Krull
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Tara M Brinkman
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Marcia M Tan
- University of Chicago, Chicago, IL, United States
| | - Julie S McCrae
- Chapin Hall at the University of Chicago, Chicago, IL, United States
| | | | - Kirsten K Ness
- St. Jude Children's Research Hospital, Memphis, TN, United States
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Kirchhoff AC, Waters AR, Liu Q, Ji X, Yasui Y, Yabroff KR, Conti RM, Huang IC, Henderson T, Leisenring WM, Armstrong GT, Nathan PC, Park ER. Health insurance among survivors of childhood cancer following affordable care act implementation. J Natl Cancer Inst 2024:djae111. [PMID: 38741226 DOI: 10.1093/jnci/djae111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/28/2024] [Accepted: 05/09/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND The Affordable Care Act (ACA) increased private non-employer health insurance options, expanded Medicaid eligibility, and provided pre-existing health conditions protections. We evaluated insurance coverage among long-term adult survivors of childhood cancer pre/post-ACA implementation. METHODS Using the multicenter Childhood Cancer Survivor Study, we included participants from two cross-sectional surveys: pre-ACA (2007-2009; survivors: N = 7,505; siblings: N = 2,175) and post-ACA (2017-2019; survivors: N = 4,030; siblings: N = 987). A subset completed both surveys (1,840 survivors; 646 siblings). Multivariable regression models compared post-ACA insurance coverage and type (private/public/uninsured) between survivors and siblings and identified associated demographic and clinical factors. Multinomial models compared gaining and losing insurance vs staying the same among survivors and siblings who participated in both surveys. RESULTS The proportion with insurance was higher post-ACA (survivors pre-ACA 89.1% to post-ACA 92.0% [+2.9%]; siblings pre-ACA 90.9% to post-ACA 95.3% [+4.4%]). Post-ACA insurance coverage was greater among those age 18-25 (survivors: 15.8% vs < 2.3% ages 26+; siblings +17.8% vs < 4.2% ages 26+). Survivors were more likely to have public insurance than siblings post-ACA (18.4% vs 6.9%; odds ratios [OR]=1.7, 95%CI 1.1-2.6). Survivors with severe chronic conditions (OR = 4.7, 95%CI 3.0-7.3) and those living in Medicaid expansion states (OR = 2.4, 95%CI 1.7-3.4) had increased odds of public insurance coverage post-ACA. Among the subset completing both surveys, low/mid income survivors (<$60,000) experienced both insurance losses and gains in reference to highest household income survivors (≥$100,000), relative to odds of keeping the same insurance status. CONCLUSIONS Post-ACA, more childhood cancer survivors and siblings had health insurance, although disparities remain in coverage.
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Affiliation(s)
- Anne C Kirchhoff
- Department of Pediatrics, University of Utah, Salt Lake City, UT, USA
- Cancer Control and Population Sciences Research Program, Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Austin R Waters
- Cancer Control and Population Sciences Research Program, Huntsman Cancer Institute, Salt Lake City, UT, USA
- Department of Health Policy and Management, University of North Carolina, Chapel Hill, NC, USA
| | - Qi Liu
- Department of Public Health Sciences, University of Alberta, Edmonton, AB, Canada
| | - Xu Ji
- Department of Pediatrics, Emory University School of Medicine/Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - K Robin Yabroff
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Rena M Conti
- Department of Markets, Public Policy, and Law, Boston University Questrom School of Business, Boston, MA, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Tara Henderson
- Department of Pediatrics, University of Chicago, Comer Children's Hospital, Chicago, IL, USA
| | - Wendy M Leisenring
- Clinical Research and Public Health Science Divisions, Fred Hutchinson Cancer Center, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Paul C Nathan
- Department of Pediatrics and Health Policy, Division of Hematology/Oncology, The Hospital for Sick Children, The University of Toronto, Toronto, ON, Canada
| | - Elyse R Park
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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Bhatt NS, Goodman P, Leisenring WM, Armstrong GT, Chow EJ, Hudson MM, Krull KR, Nathan PC, Oeffinger KC, Robison LL, Kirchhoff AC, Mulrooney DA. Chronic Health Conditions and Longitudinal Employment in Survivors of Childhood Cancer. JAMA Netw Open 2024; 7:e2410731. [PMID: 38728029 PMCID: PMC11087836 DOI: 10.1001/jamanetworkopen.2024.10731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 03/11/2024] [Indexed: 05/13/2024] Open
Abstract
Importance Employment is an important factor in quality of life and provides social and economic support. Longitudinal data on employment and associations with chronic health conditions for adult survivors of childhood cancer are lacking. Objective To evaluate longitudinal trends in employment among survivors of childhood cancer. Design, Setting, and Participants Retrospective cohort study of 5-year cancer survivors diagnosed at age 20 years or younger between 1970 and 1986 enrolled in the multi-institutional Childhood Cancer Survivor Study (CCSS). Sex-stratified employment status at baseline (2002 to 2004) and follow-up (2014 to 2016) was compared with general population rates from the Behavioral Risk Factor Surveillance System cohort. Data were analyzed from July 2021 to June 2022. Exposures Cancer therapy and preexisting and newly developed chronic health conditions. Main Outcomes and Measures Standardized prevalence ratios of employment (full-time or part-time, health-related unemployment, unemployed, not in labor force) among adult (aged ≥25 years) survivors between baseline and follow-up compared with the general population. Longitudinal assessment of negative employment transitions (full-time to part-time or unemployed at follow-up). Results Female participants (3076 participants at baseline; 2852 at follow-up) were a median (range) age of 33 (25-53) years at baseline and 42 (27-65) years at follow-up; male participants (3196 participants at baseline; 2557 at follow-up) were 33 (25-54) and 43 (28-64) years, respectively. The prevalence of full-time or part-time employment at baseline and follow-up was 2215 of 3076 (71.3%) and 1933 of 2852 (64.8%) for female participants and 2753 of 3196 (85.3%) and 2079 of 2557 (77.3%) for male participants, respectively, with declining standardized prevalence ratios over time (female participant baseline, 1.01; 95% CI, 0.98-1.03; follow-up, 0.94; 95% CI, 0.90-0.98; P < .001; male participant baseline, 0.96; 95% CI, 0.94-0.97; follow-up, 0.92; 95% CI, 0.89-0.95; P = .02). While the prevalence of health-related unemployment increased (female participants, 11.6% to 17.2%; male participants, 8.1% to 17.1%), the standardized prevalence ratio remained higher than the general population and declined over time (female participant baseline, 3.78; 95% CI, 3.37-4.23; follow-up, 2.23; 95% CI, 1.97-2.51; P < .001; male participant baseline, 3.12; 95% CI, 2.71-3.60; follow-up, 2.61; 95% CI, 2.24-3.03; P = .002). Among survivors employed full-time at baseline (1488 female participants; 1933 male participants), 285 female participants (19.2%) and 248 male participants (12.8%) experienced a negative employment transition (median [range] follow-up, 11.5 [9.4-13.8] years). Higher numbers and grades of chronic health conditions were significantly associated with these transitions. Conclusions and Relevance In this retrospective analysis of adult survivors of childhood cancer, significant declines in employment and increases in health-related unemployment among cancer survivors compared with the general population were identified. A substantial portion of survivors in the midcareer age range fell out of the workforce. Awareness among clinicians, caregivers, and employers may facilitate clinical counseling and occupational provisions for supportive work accommodations.
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Affiliation(s)
- Neel S. Bhatt
- Fred Hutchinson Cancer Center, Seattle, Washington
- University of Washington School of Medicine, Seattle
| | | | | | | | - Eric J. Chow
- Fred Hutchinson Cancer Center, Seattle, Washington
| | | | - Kevin R. Krull
- St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Paul C. Nathan
- The Hospital for Sick Children, The University of Toronto, Toronto, Ontario, Canada
| | | | | | - Anne C. Kirchhoff
- Huntsman Cancer Institute, and Department of Pediatrics, University of Utah, Salt Lake City
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Horan MR, Srivastava DK, Choi J, Krull KR, Armstrong GT, Ness KK, Hudson MM, Baker JN, Huang IC. Multilevel Characteristics of Cumulative Symptom Burden in Young Survivors of Childhood Cancer. JAMA Netw Open 2024; 7:e2410145. [PMID: 38713463 PMCID: PMC11077392 DOI: 10.1001/jamanetworkopen.2024.10145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 03/07/2024] [Indexed: 05/08/2024] Open
Abstract
Importance Symptom burden and its characteristics among survivors of pediatric cancers aged 8 to 18 years remain understudied. Objective To examine the prevalence of symptom burden among young childhood cancer survivors and identify associations with sociodemographic, clinical, and psychological resilience skills, and health-related quality of life (HRQOL). Design, Setting, and Participants A cross-sectional analysis using data collected from November 1, 2017, to January 31, 2019, in a survivorship clinic at a US-based comprehensive cancer center was conducted. Participants included 302 dyads of children aged 8 to 18 years who survived at least 5 years beyond diagnosis and their primary caregivers. Data analysis was performed from March 13, 2023, to February 29, 2024. Exposures Diagnosis, caregiver-reported family conflict, self-reported caregiver anxiety, neighborhood-level social vulnerability, and survivor-reported meaning and purpose. Main Outcomes and Measures Novel symptom-level burden, integrating the attributes of severity and daily activity interference using the pediatric version of the Patient-Reported Outcomes Version of the Common Terminology Criteria for Adverse Events, global cumulative symptom burden, and HRQOL using the EuroQol-5D. Multinomial logistic regression identified characteristics associated with symptom burden; linear regression assessed symptom burden and HRQOL associations. Results Among 302 survivors (mean [SD] age, 14.2 [2.9] years, mean [SD] time since diagnosis, 10.9 [2.9] years; 153 [50.7%] male), 186 (62.0%) had low, 77 (25.7%) moderate, and 37 (12.3%) high global cumulative symptom burden. Greater caregiver anxiety was associated with moderate (risk ratio [RR], 1.56; 95% CI, 1.09-2.24) global symptom burden. Greater neighborhood deprivation was associated with moderate global symptom burden (RR, 4.86; 95% CI, 1.29-18.26). Survivors with greater meaning/purpose were less likely to have moderate (RR, 0.42; 95% CI, 0.29-0.61) and high (RR, 0.27; 95% CI, 0.16-0.46) global symptom burden. The burden of individual symptoms displayed similar patterns. Low (Cohen d, -0.60; 95% CI, -0.87 to -0.32) and moderate/high (d, -0.98; 95% CI, -1.53 to -0.43) general pain, moderate/high numbness (d, -0.99; 95% CI, -1.69 to -0.29), and moderate/high worry (d, -0.55; 95% CI, -0.99 to -0.11) were associated with lower HRQOL. Conclusions and Relevance In this cross-sectional study of young childhood cancer survivors, symptom burden was prevalent. Caregiver anxiety and disparity-related neighborhood factors were associated with greater symptom burden, whereas meaning and purpose was a protective factor. Greater specific symptom burden contributed to poorer HRQOL. The findings suggest that interventions targeting resilience and neighborhood adversity may alleviate symptom burden and improve HRQOL.
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Affiliation(s)
- Madeline R. Horan
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Deo Kumar Srivastava
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Jaesung Choi
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kevin R. Krull
- Department of Psychology and Biobehavioral Sciences, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Justin N. Baker
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
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Wang M, Lan T, Williams AM, Ehrhardt MJ, Lanctot JQ, Jiang S, Krull KR, Armstrong GT, Hudson MM, Colditz GA, Robison LL, Ness KK, Park Y. Plant Foods Intake and Risk of Premature Aging in Adult Survivors of Childhood Cancer in the St Jude Lifetime Cohort (SJLIFE). J Clin Oncol 2024; 42:1553-1562. [PMID: 38261979 PMCID: PMC11095892 DOI: 10.1200/jco.23.01260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/14/2023] [Accepted: 11/16/2023] [Indexed: 01/25/2024] Open
Abstract
PURPOSE To identify dietary factors that are related to premature aging in adult survivors of childhood cancer, we examined the associations between plant food intakes and age-related deficit accumulation. METHODS A total of 3,322 childhood cancer survivors (age 18-65 years, mean = 31, standard deviation = 8.4) in the St Jude Lifetime Cohort had total fruit, total vegetables and subgroups, whole grains, refined grains, nuts/seeds, and nutrients intake assessed using a food frequency questionnaire. Premature aging at baseline was assessed by the deficit accumulation index (DAI) and categorized as low, medium, and high risk. Multinomial logistic regressions (reference: low risk) adjusting for confounders estimated odds ratios (ORs) and 95% CIs. Multivariable linear regression of a continuous intake against a continuous DAI was also performed. RESULTS Dark green vegetable (ORhigh v low = 0.47 [95% CI, 0.28 to 0.78] per 1/2 cup/1,000 kcal increment) and nuts/seeds intakes (ORhigh v low = 0.71 [95% CI, 0.47 to 1.08] per 1 oz/1,000 kcal increment; coefficientlinear = -0.0115, P = .02) were associated with a lower risk of premature aging. Conversely, refined grain intake was related to an increased risk of premature aging (ORhigh v low = 1.33 [95% CI, 0.99 to 1.78], per 1 oz/1,000 kcal increment; coefficientlinear = 0.0093, P = .005). Fruit and whole grain intakes were not associated with premature aging risk. Among nutrients abundant in plant foods, dietary folate intake was associated with a lower risk of premature aging (ORhigh v low = 0.89 [95% CI, 0.80 to 0.99] per 50 mcg/1,000 kcal increase). Beta-carotene, lutein/zeaxanthin, and vitamin E intakes from foods were also related to a modestly lower, but not statistically significant, risk of premature aging. CONCLUSION Specific plant foods are associated with lower risk of premature aging, providing targets for the interventions to promote healthy aging in childhood cancer survivors.
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Affiliation(s)
- Mei Wang
- Division of Public Health Sciences, Department of Surgery, and the Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO
| | - Tuo Lan
- Division of Public Health Sciences, Department of Surgery, and the Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO
| | - AnnaLynn M. Williams
- Department of Surgery, Division of Supportive Care in Cancer, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY
| | - Matthew J. Ehrhardt
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Jennifer Q. Lanctot
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Shu Jiang
- Division of Public Health Sciences, Department of Surgery, and the Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO
| | - Kevin R. Krull
- Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Comprehensive Cancer Center, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Comprehensive Cancer Center, St Jude Children's Research Hospital, Memphis, TN
| | - Graham A. Colditz
- Division of Public Health Sciences, Department of Surgery, and the Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Comprehensive Cancer Center, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Yikyung Park
- Division of Public Health Sciences, Department of Surgery, and the Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, MO
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Fauer AJ, Qiu W, Huang IC, Ganz PA, Casillas JN, Yabroff KR, Armstrong GT, Leisenring W, Howell R, Howell CR, Kirchhoff AC, Yasui Y, Nathan PC. Financial Hardship & Neighborhood Socioeconomic Disadvantage in Long-term Childhood Cancer Survivors. JNCI Cancer Spectr 2024:pkae033. [PMID: 38676662 DOI: 10.1093/jncics/pkae033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 04/17/2024] [Accepted: 04/25/2024] [Indexed: 04/29/2024] Open
Abstract
BACKGROUND Long-term survivors of childhood cancer face elevated risk for financial hardship. We evaluate whether childhood cancer survivors live in areas of greater deprivation and the association with self-reported financial hardships. METHODS Cross-sectional analysis of data from the Childhood Cancer Survivor Study (CCSS) between 1970 and 1999, and self-reported financial information from 2017-2019. We measured neighborhood deprivation with the Area Deprivation Index (ADI) based on current zip code. Financial hardship was measured with validated surveys that captured behavioral, material/financial sacrifice, and psychological hardship. Bivariate analyses described neighborhood differences between survivors and siblings. Generalized linear models estimated effect sizes between ADI and financial hardship adjusting for clinical factors and personal socioeconomic status. RESULTS Analysis was restricted to 3,475 long-term childhood cancer survivors and 923 sibling controls. Median ages at time of evaluation was 39 [IQR 33,46] and 47 [39,59] years, respectively. Survivors resided in areas with greater deprivation (ADI ≥ 50: 38.7% survivors vs 31.8% siblings, P < .001). One quintile increases in deprivation were associated with small increases in behavioral (2nd quintile P = .017) and psychological financial hardship (2nd quintile P = .009; 3rd quintile, P = .014). Lower psychological financial hardship was associated with individual factors including greater household income ($60,000+ income, P < .001) and being single (P = .048). CONCLUSIONS AND RELEVANCE Childhood cancer survivors were more likely to live in areas with socioeconomic deprivation. Both neighborhood level disadvantage and personal socioeconomic circumstances should be evaluated when trying to assist childhood cancer survivors with financial hardships.
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Affiliation(s)
- Alex J Fauer
- Family Caregiving Institute, Betty Irene Moore School of Nursing
- Comprehensive Cancer Center, University of California, Davis, Sacramento, CA, USA
| | - Weiyu Qiu
- University of Alberta; University of Alberta, School of Public Health, Edmonton, Alberta, Canada
| | - I-Chan Huang
- St Jude Children's Research Hospital, Department of Epidemiology and Cancer Control, Memphis, TN, USA
| | - Patricia A Ganz
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jacqueline N Casillas
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - K Robin Yabroff
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | - Gregory T Armstrong
- St Jude Children's Research Hospital, Department of Epidemiology and Cancer Control, Memphis, TN, USA
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca Howell
- Department of Radiation Physics, Division of Radiation Oncology, MD Anderson Cancer Center, The University of Texas, Houston, TX, USA
| | - Carrie R Howell
- Nutrition Obesity Research Center, Department of Medicine, Division of Preventive Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Anne C Kirchhoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, and University of Utah Department of Pediatrics, Salt Lake City, UT, USA
| | - Yutaka Yasui
- St Jude Children's Research Hospital, Department of Epidemiology and Cancer Control, Memphis, TN, USA
| | - Paul C Nathan
- The Hospital for Sick Children, Division of Hematology/Oncology, The University of Toronto, Toronto, Ontario, Canada
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Sim JA, Horan MR, Choi J, Srivastava DK, Armstrong GT, Ness KK, Hudson MM, Huang IC. Multilevel Social Determinants of Patient-Reported Outcomes in Young Survivors of Childhood Cancer. Cancers (Basel) 2024; 16:1661. [PMID: 38730616 PMCID: PMC11083567 DOI: 10.3390/cancers16091661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 04/22/2024] [Accepted: 04/24/2024] [Indexed: 05/13/2024] Open
Abstract
In this study, the social determinants of patient-reported outcomes (PROs) in young survivors of childhood cancer aged <18 years are researched. This cross-sectional study investigated social determinants associated with poor PROs among young childhood cancer survivors. We included 293 dyads of survivors receiving treatment at St. Jude Children's Research Hospital who were <18 years of age during follow-up from 2017 to 2018 and their primary caregivers. Social determinants included family factors (caregiver-reported PROs, family dynamics) and county-level deprivation (socioeconomic status, physical environment via the County Health Rankings & Roadmaps). PROMIS measures assessed survivors' and caregivers' PROs. General linear regression tested associations of social determinants with survivors' PROs. We found that caregivers' higher anxiety was significantly associated with survivors' poorer depression, stress, fatigue, sleep issues, and reduced positive affect (p < 0.05); caregivers' sleep disturbances were significantly associated with lower mobility in survivors (p < 0.05). Family conflicts were associated with survivors' sleep problems (p < 0.05). Residing in socioeconomically deprived areas was significantly associated with survivors' poorer sleep quality (p < 0.05), while higher physical environment deprivation was associated with survivors' higher psychological stress and fatigue and lower positive affect and mobility (p < 0.05). Parental, family, and neighborhood factors are critical influences on young survivors' quality of life and well-being and represent new intervention targets.
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Affiliation(s)
- Jin-ah Sim
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
- Department of AI Convergence, Hallym University, Chuncheon 24252, Republic of Korea
| | - Madeline R. Horan
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Jaesung Choi
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Deo Kumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA;
| | - Gregory T. Armstrong
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Kirsten K. Ness
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
| | - Melissa M. Hudson
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - I-Chan Huang
- Department of Epidemiology & Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA; (J.-a.S.); (M.R.H.); (J.C.); (G.T.A.); (K.K.N.); (M.M.H.)
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Friedman DN, Chou JF, Clark JM, Moskowitz CS, Ford JS, Armstrong GT, Mubdi NZ, McDonald A, Nathan PC, Sklar CA, Ramanathan LV, Robison LL, Oeffinger KC, Tonorezos ES. Exercise and QUality diet After Leukemia (EQUAL): A randomized weight loss trial among adult survivors of childhood leukemia in the Childhood Cancer Survivor Study. Cancer Epidemiol Biomarkers Prev 2024:743207. [PMID: 38652494 DOI: 10.1158/1055-9965.epi-23-1601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/02/2024] [Accepted: 04/19/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Obesity is prevalent in childhood cancer survivors and interacts with cancer treatments to potentiate risk for cardiovascular (CV) death. We tested a remote weight-loss intervention that was effective among adults with CV risk factors in a cohort of adult survivors of childhood acute lymphoblastic leukemia (ALL) with overweight/obesity. METHODS In this phase 3 efficacy trial, survivors of ALL enrolled in the Childhood Cancer Survivor Study with body mass index (BMI)≥25 kg/m2 were randomized to a remotely-delivered weight-loss intervention versus self-directed weight loss, stratified by history of cranial radiotherapy (CRT). The primary endpoint was the difference in weight loss at 24-months in an intent-to-treat analysis. Analyses were performed using linear mixed effects models. RESULTS Among 358 survivors (59% female, median attained age: 37 years, IQR: 33-43), baseline mean (SD) weight was 98.6 kg (24.0) for the intervention group (n=181) and 94.9 kg (20.3) for controls (n=177). Adherence to the intervention was poor; 15% of individuals in the intervention completed 24/30 planned coaching calls. Weight at 24-months was available for 274 (77%) participants. After controlling for CRT, sex, race/ethnicity, and age, the mean (SE) change in weight from baseline to 24-months was -0.4 kg (0.8) for intervention and 0.2 kg (0.6) for control participants (p=0.59). CONCLUSIONS A remote weight-loss intervention that was successful among adults with CV conditions did not result in significant weight loss among adult survivors of childhood ALL. IMPACT Future interventions in this population must be tailored to the unique needs of survivors to encourage engagement and adherence.
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Affiliation(s)
| | - Joanne F Chou
- Memorial Sloan Kettering Cancer Center, NYC, United States
| | | | | | | | | | | | - Aaron McDonald
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Charles A Sklar
- Memorial Sloan Kettering Cancer Center, New York, New York, United States
| | | | - Leslie L Robison
- St. Jude Children's Research Hospital, Memphis, TN, United States
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9
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Im C, Neupane A, Baedke JL, Lenny B, Delaney A, Dixon SB, Chow EJ, Mostoufi-Moab S, Yang T, Richard MA, Gramatges MM, Lupo PJ, Sharafeldin N, Bhatia S, Armstrong GT, Hudson MM, Ness KK, Robison LL, Yasui Y, Wilson CL, Sapkota Y. Trans-Ancestral Genetic Risk Factors for Treatment-Related Type 2 Diabetes Mellitus in Survivors of Childhood Cancer. J Clin Oncol 2024:JCO2302281. [PMID: 38652878 DOI: 10.1200/jco.23.02281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 02/01/2024] [Accepted: 02/28/2024] [Indexed: 04/25/2024] Open
Abstract
PURPOSE Type 2 diabetes mellitus (T2D) is a prevalent long-term complication of treatment in survivors of childhood cancer, with marked racial/ethnic differences in burden. In this study, we investigated trans-ancestral genetic risks for treatment-related T2D. PATIENTS AND METHODS Leveraging whole-genome sequencing data from the St Jude Lifetime Cohort (N = 3,676, 304 clinically ascertained cases), we conducted ancestry-specific genome-wide association studies among survivors of African and European genetic ancestry (AFR and EUR, respectively) followed by trans-ancestry meta-analysis. Trans-/within-ancestry replication including data from the Childhood Cancer Survivor Study (N = 5,965) was required for prioritization. Three external general population T2D polygenic risk scores (PRSs) were assessed, including multiancestry PRSs. Treatment risk effect modification was evaluated for prioritized loci. RESULTS Four novel T2D risk loci showing trans-/within-ancestry replication evidence were identified, with three loci achieving genome-wide significance (P < 5 × 10-8). Among these, common variants at 5p15.2 (LINC02112), 2p25.3 (MYT1L), and 19p12 (ZNF492) showed evidence of modifying alkylating agent-related T2D risk in both ancestral groups, but showed disproportionately greater risk in AFR survivors (AFR odds ratios [ORs], 3.95-17.81; EUR ORs, 2.37-3.32). In survivor-specific RNA-sequencing data (N = 207), the 19p12 locus variant was associated with greater ZNF492 expression dysregulation after exposures to alkylators. Elevated T2D risks across ancestry groups were only observed with increasing values for multiancestry T2D PRSs and were especially increased among survivors treated with alkylators (top v bottom quintiles: ORAFR, 20.18; P = .023; OREUR, 13.44; P = 1.3 × 10-9). CONCLUSION Our findings suggest therapy-related genetic risks contribute to the increased T2D burden among non-Hispanic Black childhood cancer survivors. Additional study of how therapy-related genetic susceptibility contributes to this disparity is needed.
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Affiliation(s)
- Cindy Im
- Department of Pediatrics, University of Minnesota, Minneapolis, MN
| | - Achal Neupane
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Jessica L Baedke
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Brian Lenny
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Angela Delaney
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Division of Endocrinology, Department of Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Stephanie B Dixon
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Eric J Chow
- Public Health Sciences and Clinical Research Divisions, Fred Hutchinson Research Center, Seattle, WA
| | - Sogol Mostoufi-Moab
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA
| | - Tianzhong Yang
- Department of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Melissa A Richard
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - M Monica Gramatges
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Philip J Lupo
- Section of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Noha Sharafeldin
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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10
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Berkman AM, Goodenough CG, Durakiewicz P, Howell CR, Wang Z, Easton J, Mulder HL, Armstrong GT, Hudson MM, Kundu M, Ness KK. Associations between mitochondrial copy number, exercise capacity, physiologic cost of walking, and cardiac strain in young adult survivors of childhood cancer. J Cancer Surviv 2024:10.1007/s11764-024-01590-7. [PMID: 38635100 DOI: 10.1007/s11764-024-01590-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 04/04/2024] [Indexed: 04/19/2024]
Abstract
PURPOSE Childhood cancer survivors are at risk for cardiac dysfunction and impaired physical performance, though underlying cellular mechanisms are not well studied. In this cross-sectional study, we examined the association between peripheral blood mitochondrial DNA copy number (mtDNA-CN, a proxy for mitochondrial function) and markers of performance impairment and cardiac dysfunction. METHODS Whole-genome sequencing, validated by quantitative polymerase chain reaction, was used to estimate mtDNA-CN in 1720 adult survivors of childhood cancer (48.5% female; mean age = 30.7 years, standard deviation (SD) = 9.0). Multivariable logistic regression was performed to evaluate the associations between mtDNA-CN and exercise intolerance, walking inefficiency, and abnormal global longitudinal strain (GLS), adjusting for treatment exposures, age, sex, and race and ethnicity. RESULTS The prevalence of exercise intolerance, walking inefficiency, and abnormal GLS among survivors was 25.7%, 10.7%, and 31.7%, respectively. Each SD increase of mtDNA-CN was associated with decreased odds of abnormal GLS (adjusted odds ratio (OR) = 0.88, p = 0.04) but was not associated with exercise intolerance (OR = 1.02, p = 0.76) or walking inefficiency (OR = 1.06, p = 0.46). Alkylating agent exposure was associated with increased odds of exercise intolerance (OR = 2.25, p < 0.0001), walking inefficiency (OR = 2.37, p < 0.0001), and abnormal GLS (OR = 1.78, p = 0.0002). CONCLUSIONS Increased mtDNA-CN is associated with decreased odds of abnormal cardiac function in childhood cancer survivors. IMPLICATIONS FOR CANCER SURVIVORS These findings demonstrate a potential role for mtDNA-CN as a biomarker of early cardiac dysfunction in this population.
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Affiliation(s)
- Amy M Berkman
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chelsea G Goodenough
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA
| | - Paul Durakiewicz
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA
| | - Carrie R Howell
- Division of Preventive Medicine, Department of Medicine, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - John Easton
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Heather L Mulder
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA
| | - Melissa M Hudson
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA
| | - Mondira Kundu
- Department of Cell and Molecular Biology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN, 38105, USA.
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11
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Ehrhardt MJ, Liu Q, Mulrooney DA, Rhea IB, Dixon SB, Lucas JT, Sapkota Y, Shelton K, Ness KK, Srivastava DK, McDonald A, Robison LL, Hudson MM, Yasui Y, Armstrong GT. Improved Cardiomyopathy Risk Prediction Using Global Longitudinal Strain and N-Terminal-Pro-B-Type Natriuretic Peptide in Survivors of Childhood Cancer Exposed to Cardiotoxic Therapy. J Clin Oncol 2024; 42:1265-1277. [PMID: 38207238 PMCID: PMC11095874 DOI: 10.1200/jco.23.01796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 09/27/2023] [Accepted: 10/26/2023] [Indexed: 01/13/2024] Open
Abstract
PURPOSE To leverage baseline global longitudinal strain (GLS) and N-terminal-pro-B-type natriuretic peptide (NT-proBNP) to identify childhood cancer survivors with a normal left ventricular ejection fraction (LVEF) at highest risk of future treatment-related cardiomyopathy. METHODS St Jude Lifetime Cohort participants ≥5 years from diagnosis, at increased risk for cardiomyopathy per the International Guideline Harmonization Group (IGHG), with an LVEF ≥50% on baseline echocardiography (n = 1,483) underwent measurement of GLS (n = 1,483) and NT-proBNP (n = 1,052; 71%). Multivariable Cox regression models estimated hazard ratios (HRs) and 95% CIs for postbaseline cardiomyopathy (modified Common Terminology Criteria for Adverse Events ≥grade 2) incidence in association with echocardiogram-based GLS (≥-18) and/or NT-proBNP (>age-sex-specific 97.5th percentiles). Prediction performance was assessed using AUC in models with and without GLS and NT-proBNP and compared using DeLong's test for IGHG moderate- and high-risk individuals treated with anthracyclines. RESULTS Among survivors (median age, 37.6; range, 10.2-70.4 years), 162 (11.1%) developed ≥grade 2 cardiomyopathy 5.1 (0.7-10.0) years from baseline assessment. The 5-year cumulative incidence of cardiomyopathy for survivors with and without abnormal GLS was, respectively, 7.3% (95% CI, 4.7 to 9.9) versus 4.4% (95% CI, 3.0 to 5.7) and abnormal NT-proBNP was 9.9% (95% CI, 5.8 to 14.1) versus 4.7% (95% CI, 3.2 to 6.2). Among survivors with a normal LVEF, abnormal baseline GLS and NT-proBNP identified anthracycline-exposed, IGHG-defined moderate-/high-risk survivors at a four-fold increased hazard of postbaseline cardiomyopathy (HR, 4.39 [95% CI, 2.46 to 7.83]; P < .001), increasing to a HR of 14.16 (95% CI, 6.45 to 31.08; P < .001) among survivors who received ≥250 mg/m2 of anthracyclines. Six years after baseline, AUCs for individual risk prediction were 0.70 for models with and 0.63 for models without GLS and NT-proBNP (P = .022). CONCLUSION GLS and NT-proBNP should be considered for improved identification of survivors at high risk for future cardiomyopathy.
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Affiliation(s)
- Matthew J. Ehrhardt
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Qi Liu
- Department of Public Health Sciences, University of Alberta, Edmonton, AB, Canada
| | - Daniel A. Mulrooney
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Isaac B. Rhea
- Department of Medicine, University of Tennessee Health Science Center, Memphis, TN
| | - Stephanie B. Dixon
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - John T. Lucas
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kyla Shelton
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | | | - Aaron McDonald
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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12
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Matt GY, Sioson E, Shelton K, Wang J, Lu C, Zaldivar Peraza A, Gangwani K, Paul R, Reilly C, Acić A, Liu Q, Sandor SR, McLeod C, Patel J, Wang F, Im C, Wang Z, Sapkota Y, Wilson CL, Bhakta N, Ness KK, Armstrong GT, Hudson MM, Robison LL, Zhang J, Yasui Y, Zhou X. St. Jude Survivorship Portal: sharing and analyzing large clinical and genomic datasets from pediatric cancer survivors. Cancer Discov 2024:742905. [PMID: 38593228 DOI: 10.1158/2159-8290.cd-23-1441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/08/2024] [Accepted: 03/26/2024] [Indexed: 04/11/2024]
Abstract
Childhood cancer survivorship studies generate comprehensive datasets comprising demographic, diagnosis, treatment, outcome, and genomic data from survivors. To broadly share this data, we created the St. Jude Survivorship Portal (https://survivorship.stjude.cloud), the first data portal for sharing, analyzing, and visualizing pediatric cancer survivorship data. Over 1,600 phenotypic variables and 400 million genetic variants from over 7,700 childhood cancer survivors can be explored on this free, open-access portal. Summary statistics of variables are computed on-the-fly and visualized through interactive and customizable charts. Survivor cohorts can be customized and/or divided into groups for comparative analysis. Users can also seamlessly perform cumulative incidence and regression analyses on the stored survivorship data. Using the portal, we explored the ototoxic effects of platinum-based chemotherapy, uncovered a novel association between mental health, age, and limb amputation, and discovered a novel haplotype in MAGI3 strongly associated with cardiomyopathy specifically in survivors of African ancestry.
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Affiliation(s)
- Gavriel Y Matt
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Edgar Sioson
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Kyla Shelton
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jian Wang
- St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Congyu Lu
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | | | - Robin Paul
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Colleen Reilly
- St. Jude Children's Research Hospital, Memphis, United States
| | - Aleksandar Acić
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Qi Liu
- University of Alberta, Edmonton, Alberta, Canada
| | | | - Clay McLeod
- St. Jude Children's Research Hospital, Memphis, United States
| | - Jaimin Patel
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Fan Wang
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Cindy Im
- University of Minnesota, Minneapolis, MN, United States
| | - Zhaoming Wang
- St. Jude Children's Research Hospital, Memphis, Tennessee, United States
| | - Yadav Sapkota
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Carmen L Wilson
- St. Jude Children's Research Hospital, Memphis, TENNESSEE, United States
| | - Nickhill Bhakta
- St. Jude Children's Research Hospital, Memphis, United States
| | - Kirsten K Ness
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | | | - Melissa M Hudson
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Leslie L Robison
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jinghui Zhang
- St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Yutaka Yasui
- St. Jude Children's Research Hospital, Memphis, United States
| | - Xin Zhou
- St. Jude Children's Research Hospital, memphis, United States
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13
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de Blank PMK, Lange KR, Xing M, Mirzaei Salehabadi S, Srivastava D, Brinkman TM, Ness KK, Oeffinger KC, Neglia J, Krull KR, Nathan PC, Howell R, Turcotte LM, Leisenring W, Armstrong GT, Okcu MF, Bowers DC. Temporal changes in treatment and late mortality and morbidity in adult survivors of childhood glioma: a report from the Childhood Cancer Survivor Study. Nat Cancer 2024; 5:590-600. [PMID: 38429413 PMCID: PMC11058025 DOI: 10.1038/s43018-024-00733-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 01/19/2024] [Indexed: 03/03/2024]
Abstract
Pediatric glioma therapy has evolved to delay or eliminate radiation for low-grade tumors. This study examined these temporal changes in therapy with long-term outcomes in adult survivors of childhood glioma. Among 2,501 5-year survivors of glioma in the Childhood Cancer Survivor Study diagnosed 1970-1999, exposure to radiation decreased over time. Survivors from more recent eras were at lower risk of late mortality (≥5 years from diagnosis), severe/disabling/life-threatening chronic health conditions (CHCs) and subsequent neoplasms (SNs). Adjusting for treatment exposure (surgery only, chemotherapy, or any cranial radiation) attenuated this risk (for example, CHCs (1990s versus 1970s), relative risk (95% confidence interval), 0.63 (0.49-0.80) without adjustment versus 0.93 (0.72-1.20) with adjustment). Compared to surgery alone, radiation was associated with greater than four times the risk of late mortality, CHCs and SNs. Evolving therapy, particularly avoidance of cranial radiation, has improved late outcomes for childhood glioma survivors without increased risk for late recurrence.
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Affiliation(s)
- Peter M K de Blank
- The Cure Starts Now Brain Tumor Center, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
| | - Katharine R Lange
- Division of Pediatric Oncology, Hackensack Meridian Children's Health, Hackensack, NJ, USA
| | - Mengqi Xing
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Joseph Neglia
- Department of Pediatrics, University of Minnesota Masonic Children's Hospital, Minneapolis, MN, USA
| | - Kevin R Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Paul C Nathan
- Department of Paediatrics, University of Toronto, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rebecca Howell
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lucie M Turcotte
- Department of Pediatrics, University of Minnesota Masonic Children's Hospital, Minneapolis, MN, USA
| | - Wendy Leisenring
- Cancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - M Fatih Okcu
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer and Hematology Centers, Houston, TX, USA
| | - Daniel C Bowers
- Division of Hematology-Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA
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14
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Ohlsen TJD, Wang H, Buchbinder D, Huang IC, Desai AD, Zheng Z, Kirchhoff AC, Park ER, Krull K, Conti RM, Yasui Y, Leisenring W, Armstrong GT, Yabroff KR, Nathan PC, Chow EJ. Financial hardship among siblings of long-term survivors of childhood cancer: A Childhood Cancer Survivor Study report. Cancer 2024; 130:1125-1136. [PMID: 38100563 PMCID: PMC10939878 DOI: 10.1002/cncr.35150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/02/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Siblings of children with cancer may experience adverse household economic consequences, but their financial outcomes in adulthood are unknown. METHODS A total of 880 siblings (aged 18-64 years) of adult-aged childhood cancer survivors were surveyed to estimate the prevalence of financial hardship by three established domains (behavioral, material, and psychological). For individual financial hardship items matching the contemporaneous National Health Interview Survey or Behavioral Risk Factor Surveillance System, siblings were compared with the general population by calculating adjusted prevalence odds ratios (ORs) to sample-weighted responses. Multivariable logistic regression models examined associations between sibling characteristics and each hardship domain and between sibling hardship and survivors' cancer/treatment characteristics. RESULTS Behavioral, material, and psychological hardship was reported by 24%, 35%, and 28%, respectively. Compared with national survey respondents, siblings were more likely to report worries about medical bills (OR, 1.14; 95% confidence interval [CI], 1.06-1.22), difficulty affording nutritious foods (OR, 1.79; 95% CI, 1.54-2.07), and forgoing needed medical care (OR, 1.38; 95% CI, 1.10-1.73), prescription medications (OR, 2.52; 95% CI, 1.99-3.20), and dental care (OR, 1.34; 95% CI, 1.15-1.57) because of cost. Sibling characteristics associated with reporting financial hardship in one or more domains included female sex, older age, chronic health conditions, lower income, not having health insurance, high out-of-pocket medical expenditures, and nonmedical/nonhome debt. No survivor cancer/treatment characteristics were associated with sibling financial hardship. CONCLUSIONS Adult siblings of childhood cancer survivors were more likely to experience financial hardship compared with the general population. Childhood cancer may adversely affect entire households, with potentially lasting implications.
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Affiliation(s)
- Timothy J. D. Ohlsen
- Seattle Children’s Hospital, University of Washington, Seattle, WA, USA
- Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Huiqi Wang
- St. Jude Children’s Research Hospital, Memphis, TN, USA
| | | | - I-Chan Huang
- St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Arti D. Desai
- Seattle Children’s Hospital, University of Washington, Seattle, WA, USA
| | | | - Anne C. Kirchhoff
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | | | - Kevin Krull
- St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Rena M. Conti
- Questrom School of Business, Boston University, Boston, MA, USA
| | - Yutaka Yasui
- St. Jude Children’s Research Hospital, Memphis, TN, USA
| | | | | | | | - Paul C. Nathan
- The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Eric J. Chow
- Seattle Children’s Hospital, University of Washington, Seattle, WA, USA
- Fred Hutchinson Cancer Center, Seattle, WA, USA
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15
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Guida JL, Hyun G, Belsky DW, Armstrong GT, Ehrhardt MJ, Hudson MM, Green PA, Robison LL, Streck BP, Tonorezos ES, Yasui Y, Wilson CL, Wang Z, Ness KK. Associations of seven measures of biological age acceleration with frailty and all-cause mortality among adult survivors of childhood cancer in the St. Jude Lifetime Cohort. Nat Cancer 2024:10.1038/s43018-024-00745-w. [PMID: 38553617 DOI: 10.1038/s43018-024-00745-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 02/19/2024] [Indexed: 04/04/2024]
Abstract
Survivors of childhood cancer may experience accelerated biological aging, resulting in premature frailty and death. We used seven measures of biological age in the St. Jude Lifetime (SJLIFE) Cohort to compare biological age acceleration between the SJLIFE Cohort and the third United States National Health and Nutrition Examination Survey controls, explore trajectories of biological age according to cancer treatment and type, and test associations of biological age acceleration with frailty and death (mean follow-up of 26.5 years) among survivors. Survivors of cancer aged 5% faster per year and measured, on average, 0.6-6.44 years biologically older compared to controls and 5-16 years biologically older compared to age-matched individuals at the population level. Survivors treated with hematopoietic cell transplant and vinca alkaloid chemotherapy evidenced the fastest trajectories of biological aging. Biologically, older and faster-aging survivors consistently and robustly had a higher risk of frailty and died earlier than those with slower biological aging, suggesting a potential opportunity to intervene on excess aging.
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Affiliation(s)
- Jennifer L Guida
- Division of Cancer Control and Populations Sciences, National Cancer Institute, Rockville, MD, USA
| | - Geehong Hyun
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Daniel W Belsky
- Department of Epidemiology and Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, NY, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Paige A Green
- Division of Cancer Control and Populations Sciences, National Cancer Institute, Rockville, MD, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Brennan P Streck
- Division of Cancer Control and Populations Sciences, National Cancer Institute, Rockville, MD, USA
| | - Emily S Tonorezos
- Office of Cancer Survivorship, National Cancer Institute, Rockville, MD, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
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16
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Dixon SB, Wang F, Lu L, Wilson CL, Green DM, Merchant TE, Srivastava DK, Delaney A, Howell RM, Jefferies JL, Robison LL, Ness KK, Hudson MM, Chemaitilly W, Armstrong GT. Prediabetes and Associated Risk of Cardiovascular Events and Chronic Kidney Disease Among Adult Survivors of Childhood Cancer in the St Jude Lifetime Cohort. J Clin Oncol 2024; 42:1031-1043. [PMID: 38091552 PMCID: PMC10950176 DOI: 10.1200/jco.23.01005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/24/2023] [Accepted: 09/25/2023] [Indexed: 12/28/2023] Open
Abstract
PURPOSE Little is known about the prevalence of prediabetes and associated risk of cardiovascular events and chronic kidney disease (CKD) with this reversable condition in survivors. METHODS Prevalence of prediabetes (fasting plasma glucose 100-125 mg/dL or hemoglobin A1c 5.7%-6.4%) and diabetes was clinically assessed in 3,529 adults ≥5 years from childhood cancer diagnosis and 448 controls stratified by age. Cox proportional hazards regression estimated progression from prediabetes to diabetes, and risk of future cardiac events, stroke, CKD, and death. RESULTS Among survivors, median age 30 years (IQR, 18-65), and the prevalence of prediabetes was 29.2% (95% CI, 27.7 to 30.7) versus 18.1% (14.5 to 21.6) in controls and of diabetes was 6.5% (5.7 to 7.3) versus 4.7% (2.7 to 6.6). By age 40-49 years, more than half of the survivors had prediabetes (45.5%) or diabetes (14.0%). Among 695 survivors with prediabetes and longitudinal follow-up, 68 (10%; median follow-up, 5.1 years) progressed to diabetes. After adjustment for demographic factors and body composition, risk of progression was associated with radiation exposure to the pancreatic tail ≥10 Gy (hazard ratio [HR], 2.7 [95% CI, 1.1 to 6.8]) and total-body irradiation (4.4 [1.5 to 13.1]). Compared with survivors with normal glucose control, adjusting for relevant treatment exposures, those with prediabetes were at increased risk of future myocardial infarction (HR, 2.4 [95% CI, 1.2 to 4.8]) and CKD (2.9 [1.04 to 8.15]), while those with diabetes were also at increased risk of future cardiomyopathy (3.8 [1.4 to 10.5]) or stroke (3.4 [1.3 to 8.9]). CONCLUSION Prediabetes is highly prevalent in adult survivors of childhood cancer and independently associated with an increased risk of future cardiovascular and kidney complications. Prediabetes, a modifiable risk factor among childhood cancer survivors, represents a new target for intervention that may prevent subsequent morbidity and mortality.
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Affiliation(s)
- Stephanie B. Dixon
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Fang Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Lu Lu
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Carmen L. Wilson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Daniel M. Green
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Thomas E. Merchant
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | | | - Angela Delaney
- Department of Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN
| | - Rebecca M. Howell
- Department of Radiation Physics, Division of Radiation Oncology, The University of Texas at MD Anderson Cancer Center, Houston, TX
| | - John L. Jefferies
- The Cardiac Institute, University of Tennessee Health Science Center, Memphis, TN
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa M. Hudson
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Wassim Chemaitilly
- Division of Pediatric Endocrinology, Diabetes and Metabolism, University of Pittsburgh Medical Center Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - Gregory T. Armstrong
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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17
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Park ER, Kirchhoff AC, Donelan K, Perez GK, McDonald A, Bliss CC, Foor A, van Thiel Berghuijs KM, Waters AR, Durieux N, Leisenring W, Armstrong GT, Ponzani C, Lopez A, Vaca Lopez PL, Battaglia T, Galbraith AA, Kuhlthau KA. Health Insurance Navigation Tools Intervention: A Pilot Trial Within the Childhood Cancer Survivor Study. JCO Oncol Pract 2024:OP2300680. [PMID: 38471048 DOI: 10.1200/op.23.00680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 12/01/2023] [Accepted: 01/31/2024] [Indexed: 03/14/2024] Open
Abstract
PURPOSE Childhood cancer survivors are at increased risk for underinsurance and health insurance-related financial burden. Interventions targeting health insurance literacy (HIL) to improve the ability to understand and use health insurance are needed. METHODS We codeveloped a four-session health insurance navigation tools (HINT) intervention, delivered synchronously by a patient navigator, and a corresponding booklet. We conducted a randomized pilot trial with survivors from the Childhood Cancer Survivor Study comparing HINT with enhanced usual care (EUC; booklet). We assessed feasibility, acceptability, and preliminary efficacy (HIL, primary outcome; knowledge and confidence with health insurance terms and activity) on a 5-month survey and exit interviews. RESULTS Among 231 invited, 82 (32.5%) survivors enrolled (53.7% female; median age 39 years, 75.6% had employer-sponsored insurance). Baseline HIL scores were low (mean = 28.5; 16-64; lower scores better); many lacked knowledge of Affordable Care Act (ACA) provisions. 80.5% completed four HINT sessions, and 93.9% completed the follow-up survey. Participants rated HINT's helpfulness a mean of 8.9 (0-10). Exit interviews confirmed HINT's acceptability, specifically its virtual and personalized delivery and helpfulness in building confidence in understanding one's coverage. Compared with EUC, HINT significantly improved HIL (effect size = 0.94. P < .001), ACA provisions knowledge (effect size = 0.73, P = .003), psychological financial hardship (effect size = 0.64, P < .006), and health insurance satisfaction (effect size = 0.55, P = .03). CONCLUSION Results support the feasibility and acceptability of a virtual health insurance navigation program targeted for childhood survivors to improve HIL. Randomized trials to assess the efficacy and sustainability of health insurance navigation on HIL and financial burden are needed.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Ana Lopez
- Massachusetts General Hospital, Boston, MA
| | | | - Tracy Battaglia
- Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA
| | - Alison A Galbraith
- Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA
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18
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Friedman DN, Goodman PJ, Leisenring WM, Diller LR, Cohn SL, Howell RM, Smith SA, Tonorezos ES, Wolden SL, Neglia JP, Ness KK, Gibson TM, Nathan PC, Turcotte LM, Weil BR, Robison LL, Oeffinger KC, Armstrong GT, Sklar CA, Henderson TO. Impact of Risk-Based therapy on late morbidity and mortality in neuroblastoma survivors: a report from the childhood cancer survivor study. J Natl Cancer Inst 2024:djae062. [PMID: 38460547 DOI: 10.1093/jnci/djae062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 02/14/2024] [Accepted: 02/28/2024] [Indexed: 03/11/2024] Open
Abstract
BACKGROUND Early efforts at risk-adapted therapy for neuroblastoma are predicted to result in differential late effects; the magnitude of these differences have not been well-described. METHODS Late mortality, subsequent malignant neoplasms (SMN), and severe/life-threatening chronic health conditions (CHCs), graded according to CTCAE v4.03, were assessed among 5-year CCSS survivors of neuroblastoma diagnosed 1987-1999. Using age, stage at diagnosis, and treatment, survivors were classified into risk groups (low [n = 425]; intermediate [n = 252]; high [n = 245]). Standardized mortality ratios (SMR) and standardized incidence ratios (SIR) of SMNs were compared to matched population controls. Cox regression models estimated hazard ratios (HR) and 95% confidence intervals (CI) for CHC compared to 1,029 CCSS siblings. RESULTS Among survivors (49.8% male; median age 21 years, range 7-42; median follow-up 19.3 years, range 5-29.9), 80% with low-risk disease were treated with surgery alone, while 79.1% with high-risk disease received surgery, radiation, chemotherapy ± autologous stem cell transplant (ASCT). All-cause mortality was elevated across risk groups (SMRhigh=27.7 [21.4-35.8]; SMRintermediate=3.3 [1.7-6.5]; SMRlow=2.8 [1.7-4.8]). SMN risk was increased among high- and intermediate-risk survivors (SIRhigh=28.0 [18.5-42.3]; SIRintermediate=3.7 [1.2-11.3]), but did not differ from the US population for survivors of low-risk disease. Compared to siblings, survivors had an increased risk of grade 3-5 CHCs, particularly among those with high-risk disease (HRhigh=16.1 [11.2-23.2]; HRintermediate=6.3 [3.8-10.5]; HRlow=1.8 [1.1-3.1]). CONCLUSION Survivors of high-risk disease treated in the early days of risk stratification carry a markedly elevated burden of late recurrence, SMN, and organ-related multi-morbidity, while survivors of low/intermediate-risk disease have a modest risk of late adverse outcomes.
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Affiliation(s)
- Danielle Novetsky Friedman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, NY, USA
| | - Pamela J Goodman
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Wendy M Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Lisa R Diller
- Department of Pediatrics, The Dana-Farber Cancer Institute, Boston, MA, USA
| | - Susan L Cohn
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA
| | - Rebecca M Howell
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Susan A Smith
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Emily S Tonorezos
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Suzanne L Wolden
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph P Neglia
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Todd M Gibson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Paul C Nathan
- Division of Haematology/Oncology, Department of Pediatrics, The Hospital for Sick Children, Toronto, ON, Canada
| | - Lucie M Turcotte
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN
| | - Brent R Weil
- Department of Pediatrics, The Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Surgery, Boston Children's Hospital, Boston, MA, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kevin C Oeffinger
- Department of Medicine, Duke Cancer Institute, Duke University, Durham, NC, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Charles A Sklar
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Department of Pediatrics, Weill Cornell Medical College, New York, NY, USA
| | - Tara O Henderson
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA
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19
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Goldberg JF, Hyun G, Ness KK, Dixon SB, Towbin JA, Rhea IB, Ehrhardt MJ, Srivastava DK, Mulrooney DA, Hudson MM, Robison LL, Jefferies JL, Rohatgi A, Armstrong GT. Dyslipidemia and cardiovascular disease among childhood cancer survivors: a St. Jude Lifetime Cohort report. J Natl Cancer Inst 2024; 116:408-420. [PMID: 37952244 PMCID: PMC10919333 DOI: 10.1093/jnci/djad222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 09/27/2023] [Accepted: 10/25/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND Childhood cancer survivors have increased risk of dyslipidemia and atherosclerotic cardiovascular disease (CVD). The aim of this study was to evaluate the prevalence and associated cardiovascular risks of specific lipid abnormalities among childhood cancer survivors. METHODS Comprehensive lipid panel measurements were obtained from 4115 5-year survivors, with 3406 (mean age at evaluation = 35.2 years, SD = 10.4 years) not having previous dyslipidemia diagnosis, as well as 624 age, sex, and race and ethnicity matched community controls. RESULTS Previously undiagnosed dyslipidemia with abnormal low-density lipoprotein (LDL) cholesterol (>160 mg/dL), non-high density lipoprotein (HDL) cholesterol (>190 mg/dL), HDL cholesterol (<40 mg/dL for men, <50 mg/dL for women), and triglycerides (>150 mg/dL) were identified in 4%, 6%, 30%, and 17%, respectively. Survivors without previous dyslipidemia diagnosis had higher LDL cholesterol and non-HDL cholesterol and lower HDL cholesterol than community controls. Cranial radiotherapy (relative risk [RR] = 2.2, 95% confidence interval [CI] = 1.6 to 3.0 for non-HDL cholesterol) and total body irradiation for hematopoietic cell transplantation (RR = 6.7, 95% CI = 3.5 to 13.0 for non-HDL cholesterol; RR = 9.9, 95% CI = 6.0 to 16.3 for triglycerides) were associated with greater risk of dyslipidemia. Diagnoses of low HDL cholesterol (hazard ratio [HR] = 2.9, 95% CI = 1.8 to 4.7) and elevated triglycerides (HR = 3.1, 95% CI = 1.9 to 5.1) were associated with increased risk for myocardial infarction, and diagnoses of high LDL cholesterol (HR = 2.2, 95% CI = 1.3 to 3.7), high non-HDL cholesterol (HR = 2.2, 95% CI = 1.3 to 3.7), low HDL cholesterol (HR = 3.9, 95% CI = 2.8 to 5.4), and elevated triglycerides (HR = 3.8, 95% CI = 2.7 to 5.5) were associated with increased risk for cardiomyopathy. CONCLUSIONS Previously undiagnosed dyslipidemia among childhood cancer survivors was associated with increased risk for myocardial infarction and cardiomyopathy. Comprehensive dyslipidemia evaluation and treatment are needed to reduce cardiovascular morbidity in this population.
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Affiliation(s)
- Jason F Goldberg
- Department of Heart Failure and Transplantation, Inova Heart and Vascular Institute, Falls Church, VA, USA
| | - Geehong Hyun
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Stephanie B Dixon
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Jeffrey A Towbin
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Isaac B Rhea
- Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Deo Kumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Daniel A Mulrooney
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - John L Jefferies
- Department of Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Anand Rohatgi
- Department of Internal Medicine, University of Texas Southwestern, Dallas, TX, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
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20
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Plonski NM, Pan Y, Chen C, Dong Q, Zhang X, Song N, Shelton K, Easton J, Mulder H, Zhang J, Neale G, Walker E, Wang H, Webster R, Brinkman T, Krull KR, Armstrong GT, Ness KK, Hudson MM, Li Q, Huang IC, Wang Z. Health-Related quality of life and DNA Methylation-Based aging biomarkers among survivors of childhood cancer. J Natl Cancer Inst 2024:djae046. [PMID: 38445706 DOI: 10.1093/jnci/djae046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 12/13/2023] [Accepted: 02/22/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Childhood cancer survivors are at high risk for morbidity and mortality and poor patient-reported outcomes, typically health-related-quality-of-life (HRQOL). However, associations between DNA methylation (DNAm)-based aging biomarkers and HRQOL have not been evaluated. METHODS DNAm was generated with Infinium EPIC BeadChip on blood-derived DNA (median[range] for age at blood draw = 34.5[18.5-66.6] years) and HRQOL was assessed with age at survey (32.3[18.4-64.5] years) from 2,206 survivors in the St Jude Lifetime Cohort. DNAm-based aging biomarkers, including epigenetic age using multiple clocks (eg, GrimAge) and others (eg, DNAmB2M beta-2-microglobulin; DNAmADM: adrenomedullin), were derived from the DNAm Age Calculator (https://dnamage.genetics.ucla.edu). HRQOL was assessed using the Medical Outcomes Study 36-Item Short-Form Health Survey to capture eight domains, and physical and mental component summaries (PCS and MCS). General linear models evaluated associations between HRQOL and epigenetic age acceleration (EAA, eg, EAA_GrimAge) or other age-adjusted DNAm-based biomarkers (eg, ageadj_DNAmB2M) after adjusting for age at blood draw, sex, cancer treatments, and DNAm-based surrogate for smoking pack-years. All P values were 2-sided. RESULTS Worse HRQOL was associated with greater EAA_GrimAge (PCS β[95%CI]=-0.18[-0.251,-0.11] years, P = 1.85 × 10-5; and four individual HRQOL domains), followed by ageadj_DNAmB2M (PCS: -0.08[-0.124,-0.037], P = .003; and three individual HRQOL domains), and ageadj_DNAmADM (PCS: -0.082[-0.125,-0.039], P = .002; and two HRQOL domains). EAA_Hannum (Hannum clock) was not associated with any HRQOL. CONCLUSIONS Overall and domain-specific measures of HRQOL are associated with DNAm measures of biological aging. Future longitudinal studies should test biological aging as a potential mechanism underlying the association between poor HRQOL and increased risk of clinically assessed adverse health outcomes.
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Affiliation(s)
- Noel-Marie Plonski
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yue Pan
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Cheng Chen
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Qian Dong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Xijun Zhang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Nan Song
- College of Pharmacy, Chungbuk National University, Cheongju, Korea
| | - Kyla Shelton
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - John Easton
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Heather Mulder
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Geoffrey Neale
- Hartwell Center, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Emily Walker
- Hartwell Center, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Hui Wang
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Rachel Webster
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Tara Brinkman
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Qian Li
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
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21
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Goggin KP, Lu L, Lee DE, Howell CR, Srivastava D, Brinkman TM, Armstrong GT, Bhakta N, Robison LL, Ehrhardt MJ, Hudson MM, Krull KR, Pui CH, Rubnitz J, Ness KK, Wolf J. Severe Sepsis During Treatment for Childhood Leukemia and Sequelae Among Adult Survivors. JAMA Netw Open 2024; 7:e242727. [PMID: 38497960 PMCID: PMC10949094 DOI: 10.1001/jamanetworkopen.2024.2727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 01/24/2024] [Indexed: 03/19/2024] Open
Abstract
Importance Children undergoing treatment for leukemia are at increased risk of severe sepsis, a dysregulated immune response to infection leading to acute organ dysfunction. As cancer survivors, they face a high burden of long-term adverse effects. The association between sepsis during anticancer therapy and long-term organ dysfunction in adult survivors of childhood cancer has not been examined. Objective To determine whether severe sepsis during therapy for leukemia in childhood is associated with subsequent chronic health conditions in adult survivors. Design, Setting, and Participants This cohort study included 644 adult survivors of childhood leukemia who were diagnosed between January 1, 1985, and July 19, 2010, and participated in the St Jude Lifetime Cohort Study. Participants were excluded if they received hematopoietic cell transplant or had relapsed leukemia. Data collection ended June 30, 2017. Data were analyzed from July 1, 2020, to January 5, 2024. Exposures Severe sepsis episodes, defined according to consensus criteria as septic shock, acute respiratory distress syndrome, or multiorgan dysfunction associated with infection occurring during anticancer therapy, were abstracted by medical record review for all participants. Main Outcomes and Measures Common Terminology Criteria for Adverse Events-defined chronic health condition outcomes were independently abstracted. Associations between sepsis and cumulative incidence of chronic health conditions (eg, cardiovascular, pulmonary, kidney, neurological, and neurocognitive outcomes) were compared by adjusted hazard ratios from Cox proportional hazards logistic regression. Inverse propensity score weighting was used to adjust for potential confounders, including age, year of diagnosis, and leukemia type. Results The study sample consisted of 644 adult survivors of pediatric leukemia (329 women [51.1%] and 315 men [48.9%]; including 56 with a history of acute myeloid leukemia and 585 with a history of acute lymphoblastic leukemia) who were most recently evaluated at a median age of 24.7 (IQR, 21.2-28.3) years at a median time after leukemia diagnosis of 17.3 (IQR, 13.7-21.9) years. Severe sepsis during treatment of acute childhood leukemia occurred in 46 participants (7.1%). Participants who experienced severe sepsis during treatment were more likely to develop moderate to severe neurocognitive impairment (29 of 46 [63.0%] vs 310 of 598 [51.8%]; adjusted hazard ratio, 1.86 [95% CI, 1.61-2.16]; P < .001) significantly affecting attention, executive function, memory and visuospatial domains. Sepsis was not associated with long-term risk of cardiovascular, pulmonary, kidney, or neurological chronic health conditions. Conclusions and Relevance In this cohort study of long-term outcomes in survivors of pediatric leukemia, severe sepsis during anticancer therapy for leukemia was associated with a selectively increased risk for development of serious neurocognitive sequelae. Efforts to reduce the effects of anticancer therapy on long-term function and quality of life in survivors might include prevention of severe sepsis during therapy and early detection or amelioration of neurocognitive deficits in survivors of sepsis.
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Affiliation(s)
- Kathryn P. Goggin
- Department of Infectious Diseases, St Jude Children’s Research Hospital, Memphis, Tennessee
- Now with Department of Pediatrics, Emory University School of Medicine and Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Lu Lu
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Danielle E. Lee
- Department of Pediatrics, University of Tennessee Health Science Center, Le Bonheur Children’s Hospital, Memphis
| | - Carrie R. Howell
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Deokumar Srivastava
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Tara M. Brinkman
- Department of Psychology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Nickhill Bhakta
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Global Pediatric Medicine, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Mathew J. Ehrhardt
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kevin R. Krull
- Department of Psychology, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Ching-Hon Pui
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Jeffrey Rubnitz
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Joshua Wolf
- Department of Infectious Diseases, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Pediatrics, University of Tennessee Health Science Center, Le Bonheur Children’s Hospital, Memphis
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22
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Gibson TM, Karyadi DM, Hartley SW, Arnold MA, Berrington de Gonzalez A, Conces MR, Howell RM, Kapoor V, Leisenring WM, Neglia JP, Sampson JN, Turcotte LM, Chanock SJ, Armstrong GT, Morton LM. Polygenic risk scores, radiation treatment exposures and subsequent cancer risk in childhood cancer survivors. Nat Med 2024; 30:690-698. [PMID: 38454124 PMCID: PMC11029534 DOI: 10.1038/s41591-024-02837-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 01/26/2024] [Indexed: 03/09/2024]
Abstract
Survivors of childhood cancer are at increased risk for subsequent cancers attributable to the late effects of radiotherapy and other treatment exposures; thus, further understanding of the impact of genetic predisposition on risk is needed. Combining genotype data for 11,220 5-year survivors from the Childhood Cancer Survivor Study and the St Jude Lifetime Cohort, we found that cancer-specific polygenic risk scores (PRSs) derived from general population, genome-wide association study, cancer loci identified survivors of European ancestry at increased risk of subsequent basal cell carcinoma (odds ratio per s.d. of the PRS: OR = 1.37, 95% confidence interval (CI) = 1.29-1.46), female breast cancer (OR = 1.42, 95% CI = 1.27-1.58), thyroid cancer (OR = 1.48, 95% CI = 1.31-1.67), squamous cell carcinoma (OR = 1.20, 95% CI = 1.00-1.44) and melanoma (OR = 1.60, 95% CI = 1.31-1.96); however, the association for colorectal cancer was not significant (OR = 1.19, 95% CI = 0.94-1.52). An investigation of joint associations between PRSs and radiotherapy found more than additive increased risks of basal cell carcinoma, and breast and thyroid cancers. For survivors with radiotherapy exposure, the cumulative incidence of subsequent cancer by age 50 years was increased for those with high versus low PRS. These findings suggest a degree of shared genetic etiology for these malignancy types in the general population and survivors, which remains evident in the context of strong radiotherapy-related risk.
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Affiliation(s)
- Todd M Gibson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Danielle M Karyadi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Stephen W Hartley
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Michael A Arnold
- Department of Pathology, Children's Hospital of Colorado, University of Colorado, Denver, CO, USA
| | | | - Miriam R Conces
- Department of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA
| | - Rebecca M Howell
- Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Vidushi Kapoor
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Wendy M Leisenring
- Cancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Joseph P Neglia
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Joshua N Sampson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lucie M Turcotte
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Stephen J Chanock
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Lindsay M Morton
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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23
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Lan T, Wang M, Ehrhardt MJ, Lanctot JQ, Jiang S, Armstrong GT, Ness KK, Hudson MM, Colditz GA, Robison LL, Park Y. Dietary patterns and their associations with sociodemographic and lifestyle factors in adult survivors of childhood cancer: a cross-sectional study. Am J Clin Nutr 2024; 119:639-648. [PMID: 38278365 DOI: 10.1016/j.ajcnut.2024.01.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 01/28/2024] Open
Abstract
BACKGROUND Little is known about the specific dietary patterns in adult survivors of childhood cancer. OBJECTIVES We aimed to identify dietary patterns specific to childhood cancer survivors and examine their associations with sociodemographic and lifestyle factors. METHODS Adult survivors of childhood cancer (mean:31 ± 8 y; n = 3022) and noncancer controls (n = 497) in the St. Jude Lifetime Cohort self-reported diet over the past 12 mo using a validated food frequency questionnaire. Factor analysis with 48 predefined food groups was performed to identify foods consumed together. Subsequently, cluster analysis with energy-adjusted factor scores was used to categorize survivors into a mutually exclusive dietary pattern. Dietary patterns were the primary outcomes. Multivariable multinomial logistic regressions were used to cross-sectionally examine associations between sociodemographic and lifestyle factors and dietary patterns in cancer survivors. RESULTS Among the 4 dietary patterns identified, the fast-food pattern (36 %) was the most common, followed by the Western contemporary (30 %), the plant-based (20 %), and the animal-based (14 %) patterns in childhood cancer survivors. By contrast, the plant-based (38 %) and fast-food patterns (29 %) were prevalent in controls. In survivors, male sex, younger age, lower educational attainment, and physical inactivity were associated with the fast-food, Western contemporary, or animal-based pattern. Compared with non-Hispanic White survivors consuming the plant-based diet, non-Hispanic Black survivors were 2-5 times more likely to consume the fast-food [odds ratio (OR:= 2.76; 95 % CI: 1.82, 4.18) or the animal-based diet (OR: 5.61; 95 % CI: 3.58, 8.78)]. Moreover, survivors residing in the most deprived area were 2-3 times more likely to consume the fast-food, Western contemporary, or animal-based diet. CONCLUSIONS Unhealthy dietary patterns are prevalent in adult survivors of childhood cancer, especially those with lower socioeconomic status and racial minorities. Interventions to improve diet and health in childhood cancer survivors need to concurrently address disparities that contribute to adherence to healthy dietary practices. This trial was registered at clinicaltrials.gov as NCT00760656 (https://classic. CLINICALTRIALS gov/ct2/show/NCT00760656).
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Affiliation(s)
- Tuo Lan
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States
| | - Mei Wang
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States; Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Jennifer Q Lanctot
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Shu Jiang
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, United States
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States; Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States; Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States; Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, United States; Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, United States
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States; Comprehensive Cancer Center, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Yikyung Park
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, United States; Alvin J. Siteman Cancer Center, Washington University School of Medicine, St. Louis, MO, United States.
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24
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Daniel LC, Wang H, Brinkman TM, Ruble K, Zhou ES, Palesh O, Stremler R, Howell R, Mulrooney DA, Crabtree VM, Mostoufi-Moab S, Oeffinger K, Neglia J, Yasui Y, Armstrong GT, Krull K. Mechanisms of sleep disturbances in long-term cancer survivors: a childhood cancer survivor study report. JNCI Cancer Spectr 2024; 8:pkae010. [PMID: 38366608 PMCID: PMC10932943 DOI: 10.1093/jncics/pkae010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 01/26/2024] [Accepted: 02/10/2024] [Indexed: 02/18/2024] Open
Abstract
BACKGROUND Sleep problems following childhood cancer treatment may persist into adulthood, exacerbating cancer-related late effects and putting survivors at risk for poor physical and psychosocial functioning. This study examines sleep in long-term survivors and their siblings to identify risk factors and disease correlates. METHODS Childhood cancer survivors (≥5 years from diagnosis; n = 12 340; 51.5% female; mean [SD] age = 39.4 [9.6] years) and siblings (n = 2395; 57.1% female; age = 44.6 [10.5] years) participating in the Childhood Cancer Survivor Study completed the Pittsburgh Sleep Quality Index (PSQI). Multivariable Poisson-error generalized estimating equation compared prevalence of binary sleep outcomes between survivors and siblings and evaluated cancer history and chronic health conditions (CHC) for associations with sleep outcomes, adjusting for age (at diagnosis and current), sex, race/ethnicity, and body mass index. RESULTS Survivors were more likely to report clinically elevated composite PSQI scores (>5; 45.1% vs 40.0%, adjusted prevalence ratio [PR] = 1.20, 95% CI = 1.13 to 1.27), symptoms of insomnia (38.8% vs 32.0%, PR = 1.26, 95% CI = 1.18 to 1.35), snoring (18.0% vs 17.4%, PR = 1.11, 95% CI = 1.01 to 1.23), and sleep medication use (13.2% vs 11.5%, PR = 1.28, 95% CI = 1.12 to 1.45) compared with siblings. Within cancer survivors, PSQI scores were similar across diagnoses. Anthracycline exposure (PR = 1.13, 95% CI = 1.03 to 1.25), abdominal radiation (PR = 1.16, 95% CI = 1.04 to 1.29), and increasing CHC burden were associated with elevated PSQI scores (PRs = 1.21-1.48). CONCLUSIONS Among survivors, sleep problems were more closely related to CHC than diagnosis or treatment history, although longitudinal research is needed to determine the direction of this association. Frequent sleep-promoting medication use suggests interest in managing sleep problems; behavioral sleep intervention is advised for long-term management.
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Affiliation(s)
- Lauren C Daniel
- Department of Psychology, Rutgers University Camden, Camden, NJ, USA
| | - Huiqi Wang
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kathy Ruble
- Department of Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Eric S Zhou
- Division of Sleep Medicine and Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Pediatrics, Dana Farber Cancer Institute, Boston, MA, USA
| | - Oxana Palesh
- Department of Psychiatry, Virginia Commonwealth University Massey Cancer Center, Richmond, VA, USA
| | - Robyn Stremler
- Lawrence Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Rebecca Howell
- Department of Radiation Physics, MD Anderson, Houston, TX, USA
| | - Daniel A Mulrooney
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Valerie M Crabtree
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Sogol Mostoufi-Moab
- Division of Oncology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, PA, USA
| | - Kevin Oeffinger
- Department of Medicine, Duke University and Duke Cancer Institute, Durham, NC, USA
| | - Joseph Neglia
- Department of Pediatrics, University of Minnesota Medical School, Minneapolis, MN, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin Krull
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
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25
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Henderson TO, Allen MA, Mim R, Egleston B, Fleisher L, Elkin E, Oeffinger K, Krull K, Ofidis D, Mcleod B, Griffin H, Wood E, Cacioppo C, Weinberg M, Brown S, Howe S, McDonald A, Vukadinovich C, Alston S, Rinehart D, Armstrong GT, Bradbury AR. The ENGAGE study: a 3-arm randomized hybrid type 1 effectiveness and implementation study of an in-home, collaborative PCP model of remote telegenetic services to increase uptake of cancer genetic services in childhood cancer survivors. BMC Health Serv Res 2024; 24:253. [PMID: 38414045 PMCID: PMC10900774 DOI: 10.1186/s12913-024-10586-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 01/09/2024] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND Germline cancer genetic testing has become a standard evidence-based practice, with established risk reduction and screening guidelines for genetic carriers. Access to genetic services is limited in many places, which leaves many genetic carriers unidentified and at risk for late diagnosis of cancers and poor outcomes. This poses a problem for childhood cancer survivors, as this is a population with an increased risk for subsequent malignant neoplasms (SMN) due to cancer therapy or inherited cancer predisposition. The ENGaging and Activating cancer survivors in Genetic services (ENGAGE) study evaluates the effectiveness of an in-home, collaborative PCP model of remote telegenetic services to increase uptake of cancer genetic testing in childhood cancer survivors compared to usual care options for genetic testing. METHODS The ENGAGE study is a 3-arm randomized hybrid type 1 effectiveness and implementation study within the Childhood Cancer Survivor Study population which tests a clinical intervention while gathering information on its delivery during the effectiveness trial and its potential for future implementation among 360 participants. Participants are randomized into three arms. Those randomized to Arm A receive genetic services via videoconferencing, those in Arm B receive these services by phone, and those randomized to Arm C will receive usual care services. DISCUSSION With many barriers to accessing genetic services, innovative delivery models are needed to address this gap and increase uptake of genetic services. The ENGAGE study evaluates the effectiveness of an adapted model of remote delivery of genetic services to increase the uptake of recommended genetic testing in childhood cancer survivors. This study assesses the uptake in remote genetic services and identify barriers to uptake to inform future recommendations and a theoretically-informed process evaluation which can inform modifications to enhance dissemination beyond this study population and to realize the benefits of precision medicine. TRIAL REGISTRATION This protocol was registered at clinicaltrials.gov (NCT04455698) on July 2, 2020.
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Affiliation(s)
- Tara O Henderson
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA.
| | - Mary Ashley Allen
- Department of Pediatrics, The University of Chicago, Chicago, IL, USA
| | - Rajia Mim
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | | | | | | | | | - Kevin Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Demetrios Ofidis
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Briana Mcleod
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Hannah Griffin
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Elizabeth Wood
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Cara Cacioppo
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Michelle Weinberg
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah Brown
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah Howe
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Aaron McDonald
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Chris Vukadinovich
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Shani Alston
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Dayton Rinehart
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Angela R Bradbury
- Abramson Cancer Center and Division of Hematology-Oncology, The University of Pennsylvania, Philadelphia, PA, USA
- Department of Medical Ethics and Health Policy, The University of Pennsylvania, Philadelphia, PA, USA
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26
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Bottinor W, Im C, Doody DR, Armenian SH, Arynchyn A, Hong B, Howell RM, Jacobs DR, Ness KK, Oeffinger KC, Reiner AP, Armstrong GT, Yasui Y, Chow EJ. Mortality After Major Cardiovascular Events in Survivors of Childhood Cancer. J Am Coll Cardiol 2024; 83:827-838. [PMID: 38383098 DOI: 10.1016/j.jacc.2023.12.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 02/23/2024]
Abstract
BACKGROUND Adult survivors of childhood cancer are at risk for cardiovascular events. OBJECTIVES In this study, we sought to determine the risk for mortality after a major cardiovascular event among childhood cancer survivors compared with noncancer populations. METHODS All-cause and cardiovascular cause-specific mortality risks after heart failure (HF), coronary artery disease (CAD), or stroke were compared among survivors and siblings in the Childhood Cancer Survivor Study (CCSS) and participants in the Coronary Artery Risk Development in Young Adults (CARDIA) study. Cox proportional hazard regression models were used to estimate HRs and 95% CIs between groups, adjusted for demographic and clinical factors. RESULTS Among 25,658 childhood cancer survivors (median age at diagnosis 7 years, median age at follow-up or death 38 years) and 5,051 siblings, 1,780 survivors and 91 siblings had a cardiovascular event. After HF, CAD, and stroke, 10-year all-cause mortalities were 30% (95% CI: 26%-33%), 36% (95% CI: 31%-40%), and 29% (95% CI: 24%-33%), respectively, among survivors vs 14% (95% CI: 0%-25%), 14% (95% CI: 2%-25%), and 4% (95% CI: 0%-11%) among siblings. All-cause mortality risks among childhood cancer survivors were increased after HF (HR: 7.32; 95% CI: 2.56-20.89), CAD (HR: 5.54; 95% CI: 2.37-12.93), and stroke (HR: 3.57; 95% CI: 1.12-11.37). CAD-specific mortality risk was increased (HR: 3.70; 95% CI: 1.05-13.02). Among 5,114 CARDIA participants, 345 had a major event. Although CARDIA participants were on average decades older at events (median age 57 years vs 31 years), mortality risks were similar, except that all-cause mortality after CAD was significantly increased among childhood cancer survivors (HR: 1.85; 95% CI: 1.16-2.95). CONCLUSIONS Survivors of childhood cancer represent a population at high risk for mortality after major cardiovascular events.
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Affiliation(s)
- Wendy Bottinor
- Virginia Commonwealth University, Richmond, Virginia, USA.
| | - Cindy Im
- University of Minnesota, Minneapolis, Minnesota, USA
| | - David R Doody
- Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | | | | | - Borah Hong
- Seattle Children's Hospital, Seattle, Washington, USA
| | | | | | - Kirsten K Ness
- St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | | | | | | | - Yutaka Yasui
- St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Eric J Chow
- Fred Hutchinson Cancer Center, Seattle, Washington, USA; Seattle Children's Hospital, Seattle, Washington, USA; University of Washington, Seattle, Washington, USA
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27
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Onerup A, Mirzaei S, Bhatia S, Åberg M, Ware ME, Joffe L, Turcotte LM, Goodenough CG, Sapkota Y, Dixon SB, Wogksch MD, Ehrhardt MJ, Armstrong GT, Hudson MM, Ness KK. Lifestyle and Subsequent Malignant Neoplasms in Childhood Cancer Survivors: A Report from the St. Jude Lifetime Cohort Study. Cancers (Basel) 2024; 16:864. [PMID: 38473225 PMCID: PMC10930858 DOI: 10.3390/cancers16050864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 02/17/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
INTRODUCTION This study aimed to assess longitudinal associations between lifestyle and subsequent malignant neoplasms (SMNs) in young adult childhood cancer survivors. METHODS Members of the St. Jude Lifetime Cohort (SJLIFE) aged ≥18 years and surviving ≥5 years after childhood cancer diagnosis were queried and evaluated for physical activity, cardiorespiratory fitness (CRF), muscle strength, body mass index (BMI), smoking, risky drinking, and a combined lifestyle score. Time to first SMN, excluding nonmalignant neoplasms and nonmelanoma skin cancer, was the outcome of longitudinal analysis. RESULTS Survivors (n = 4072, 47% female, 29% smokers, 37% risky drinkers, 34% obese, and 48% physically inactive) had a mean (SD) time between baseline evaluation and follow-up of 7.0 (3.3) years, an age of 8.7 (5.7) years at diagnosis, and an age of 30 (8.4) years at baseline lifestyle assessment. Neither individual lifestyle factors nor a healthy lifestyle score (RR 0.8, 0.4-1.3, p = 0.36) were associated with the risk of developing an SMN. CONCLUSIONS We did not identify any association between lifestyle factors and the risk of SMN in young adult childhood cancer survivors.
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Affiliation(s)
- Aron Onerup
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden
| | - Sedigheh Mirzaei
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Shalini Bhatia
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Maria Åberg
- School of Public Health and Community Medicine, Institute of Medicine, University of Gothenburg, 405 30 Gothenburg, Sweden;
- Region Västra Götaland, Regionhälsan, 413 45 Gothenburg, Sweden
| | - Megan E. Ware
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Lenat Joffe
- Department of Pediatrics, Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY 11549, USA
| | - Lucie M. Turcotte
- Department of Pediatrics, University of Minnesota, Minneapolis, MN 55455, USA
| | - Chelsea G. Goodenough
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Stephanie B. Dixon
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Matthew D. Wogksch
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Matthew J. Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
- Department of Oncology, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN 38105, USA (Y.S.); (M.M.H.); (K.K.N.)
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Mirzaei S. S, Martínez JM, Chow EJ, Ness KK, Hudson MM, Armstrong GT, Yasui Y. Association analysis of self-reported outcomes with a validated subset. Stat Med 2024; 43:642-655. [PMID: 38088465 PMCID: PMC10872253 DOI: 10.1002/sim.9976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 12/28/2023]
Abstract
In health-science research, outcomes ascertained through surveys and interviews are subject to potential bias with respect to the true outcome status, which is only ascertainable with clinical and laboratory assessment. This measurement error may lead to biased inference when evaluating associations between exposures and outcomes of interest. Here, we consider a cohort study in which the outcome of interest is ascertained via questionnaire, subject to imperfect ascertainment, but where a subset of participants also have a clinically assessed, validated outcome available. This presents a methodological opportunity to address potential bias. Specifically, we constructed the likelihood in two parts, one using the validated subset and the other using a subset without validation. This work expands on that proposed by Pepe and enables inference with standard statistical software. Weighted generalized linear model estimates for our method and maximum likelihood estimates (MLE) for Pepe's method were computed, and the statistical inference was based on the standard large-sample likelihood theory. We compare the finite sample performance of two approaches through Monte Carlo simulations. This methodological work was motivated by a large cohort study of long-term childhood cancer survivors, allowing us to provide a relevant application example where we examined the association between clinical factors and chronic health conditions.
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Affiliation(s)
- Sedigheh Mirzaei S.
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - José M. Martínez
- Public Health Research Group. University of Alicante. San Vicente del Raspeig, Alicante, Spain
| | - Eric J. Chow
- Clinical Research Division, Fred Hutchinson Cancer Research Center, WA, USA
- Department of Pediatrics, Division of Hematology/Oncology, University of Washington School of Medicine, Seattle, WA, USA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, TN, USA
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, TN, USA
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, TN, USA
- Department of Oncology, St. Jude Children’s Research Hospital, TN, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, TN, USA
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van der Plas E, Darji H, Srivastava DK, Schapiro M, Jeffe D, Perkins S, Howell R, Leisenring W, Armstrong GT, Oeffinger K, Krull K, Edelstein K, Hayashi RJ. Risk factors for neurocognitive impairment, emotional distress, and poor quality of life in survivors of pediatric rhabdomyosarcoma: A report from the Childhood Cancer Survivor Study. Cancer 2024. [PMID: 38373075 DOI: 10.1002/cncr.35236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 01/11/2024] [Accepted: 01/12/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Prevalence and risk of poor psychological outcomes following rhabdomyosarcoma (RMS) are not well-established. METHODS Participants in this cross-sectional, case-control study (n = 713 survivors, 42.5% female; mean [SD] age, 30.5 [6.6] years; n = 706 siblings, 57.2% female; mean age, 32.8,[7.9] years) completed measures of neurocognition, emotional distress, and health-related quality of life (HRQOL). Multivariable logistic regression models identified treatments, health behaviors, and chronic conditions associated with impairment. RESULTS Relative to siblings, more survivors reported neurocognitive impairment (task efficiency: 21.1% vs. 13.7%, emotional regulation: 16.7% vs. 11.0%, memory: 19.3% vs. 15.1%), elevated emotional distress (somatic distress: 12.9% vs. 4.7%, anxiety: 11.7% vs. 5.9%, depression: 22.8% vs. 16.9%) and poorer HRQOL (physical functioning: 11.1% vs. 2.8%, role functioning due to physical problems: 16.8% vs. 8.2%, pain: 17.5% vs. 10.0%, vitality: 22.3% vs. 13.8%, social functioning: 14.4% vs. 6.8%, emotional functioning: 17.1% vs. 10.6%). Cranial radiation increased risk for impaired task efficiency (odds ratio [OR], 2.30; 95% confidence interval [CI], 1.14-4.63), whereas chest and pelvic radiation predicted increased risk of physical functioning (OR, 2.68; 95% CI, 1.16-6.21 and OR, 3.44; 95% CI, 1.70-6.95, respectively). Smoking was associated with impaired task efficiency (OR, 2.06; 95% CI, 1.14-3.70), memory (OR, 2.23; 95% CI, 1.26-3.95), anxiety (OR, 2.71; 95% CI, 1.36-5.41) and depression (OR, 1.77; 95% CI, 1.01-3.11). Neurologic conditions increased risk of anxiety (OR, 2.30; 95% CI, 1.04-5.10), and hearing conditions increased risk of depression (OR, 1.79; 95% CI, 1.05-3.03). Neurologic and hearing conditions, respectively, were associated with impaired memory (OR, 2.44; 95% CI, 1.20-4.95 and OR, 1.87; 95% CI, 1.05-3.35) and poor health perception (OR, 2.62; 95% CI, 1.62-1.28 and OR, 2.33; 95% CI, 1.34-4.06). CONCLUSIONS RMS survivors are at significant risk for poor psychological outcomes. Advancing therapies for local control, smoking cessation, and managing chronic medical conditions may mitigate poor outcomes following RMS.
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Affiliation(s)
- Ellen van der Plas
- Department of Hematology/Oncology, Arkansas Children's Hospital, Little Rock, Arkansas, USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Himani Darji
- Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, California, USA
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Deo K Srivastava
- Biostatistics Department, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Melissa Schapiro
- Department of Pediatrics, SSM Health Cardinal Glennon Children's Hospital-St. Louis University, St. Louis, Missouri, USA
| | - Donna Jeffe
- John T. Milliken Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, Missouri, USA
| | - Stephanie Perkins
- Department of Radiation Oncology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Rebecca Howell
- Department of Radiation Physics, The MD Anderson Cancer Center, Houston, Texas, USA
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutch Cancer Center, Seattle, Washington, USA
| | - Gregory T Armstrong
- Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kevin Oeffinger
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Kevin Krull
- Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kim Edelstein
- Department of Supportive Care, Princess Margaret Cancer Center, Toronto, Ontario, Canada
| | - Robert J Hayashi
- Washington University School of Medicine in St. Louis, Department of Pediatrics, St. Louis Childrens Hospital, Siteman Cancer Center, St. Louis, Missouri, USA
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Papini C, Mirzaei S. S, Xing M, Tonning Olsson I, de Blank PMK, Lange KR, Salloum R, Srivastava D, Leisenring WM, Howell RM, Oeffinger KC, Robison LL, Armstrong GT, Krull KR, Brinkman TM. Evolving therapies, neurocognitive outcomes, and functional independence in adult survivors of childhood glioma. J Natl Cancer Inst 2024; 116:288-298. [PMID: 37688569 PMCID: PMC10852618 DOI: 10.1093/jnci/djad190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 08/11/2023] [Accepted: 09/05/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND Treatment of childhood glioma has evolved to reduce radiotherapy exposure with the goal of limiting late toxicity. However, the associations between treatment changes and neurocognition, and the contribution of neurocognition and chronic health conditions to attainment of adult independence, remain unknown. METHODS Adult survivors of childhood glioma diagnosed in 1970-1999 in the Childhood Cancer Survivor Study (n = 1284; median [minimum-maximum] 30 [18-51] years of age at assessment; 22 [15-34] years from diagnosis) self-reported neurocognitive impairment and chronic health conditions. Multivariable models evaluated associations between changes in treatment exposures (surgery only, chemotherapy [with or without surgery], cranial radiation [with or without chemotherapy and/or surgery]), and neurocognitive impairment. Latent class analysis with 5 indicators (employment, independent living, assistance with routine and/or personal care needs, driver's license, marital or partner status) identified classes of functional independence. Path analysis tested associations among treatment exposures, neurocognitive impairment, chronic health conditions, and functional independence. Statistical tests were 2-sided. RESULTS Cranial radiation exposure decreased over time (51%, 1970s; 46%, 1980s; 27%, 1990s]. However, compared with siblings, survivors with any treatment exposure were at elevated risk for neurocognitive impairment, including surgery only (eg, memory: relative risk = 2.22; task efficiency: relative risk = 1.88; both P < .001). Three classes of functional independence were identified: independent (58%), moderately independent (20%), and nonindependent (22%). Cranial radiation was associated with nonindependence through impaired task efficiency (β = 0.06), sensorimotor (β = 0.06), and endocrine (β = 0.10) chronic health conditions and through the associations between these conditions and task efficiency (each β = 0.04). Sensorimotor and endocrine chronic health conditions were associated with nonindependence through memory. CONCLUSION Most long-term glioma survivors achieve adult independence. However, functional nonindependence is associated with treatment-related neurocognitive impairment and chronic health conditions.
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Affiliation(s)
- Chiara Papini
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Sedigheh Mirzaei S.
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Mengqi Xing
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Ingrid Tonning Olsson
- Department of Pediatrics, Skåne University Hospital, Lund, Sweden
- Department of Clinical Sciences, Pediatrics, Lund University, Lund, Sweden
| | - Peter M K de Blank
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, The Cure Starts Now Brain Tumor Center, Cincinnati, OH, USA
| | - Katharine R Lange
- Divison of Pediatric Oncology, Hackensack Meridian Children’s Health, Hackensack, NJ, USA
| | - Ralph Salloum
- Pediatric Brain Tumor Program, Division of Hematology, Oncology & Bone Marrow Transplant, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Wendy M Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca M Howell
- Division of Radiation Oncology, Department of Radiation Physics, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | | | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R Krull
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M Brinkman
- Department of Psychology and Biobehavioral Sciences, St. Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude Children’s Research Hospital, Memphis, TN, USA
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Vuotto SC, Wang M, Okcu MF, Bowers DC, Ullrich NJ, Ness KK, Li C, Srivastava DK, Howell RM, Gibson TM, Leisenring WM, Oeffinger KC, Robison LL, Armstrong GT, Krull KR, Brinkman TM. Neurologic morbidity and functional independence in adult survivors of childhood cancer. Ann Clin Transl Neurol 2024; 11:291-301. [PMID: 38013658 PMCID: PMC10863908 DOI: 10.1002/acn3.51951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 11/02/2023] [Indexed: 11/29/2023] Open
Abstract
OBJECTIVE To examine associations between neurologic late effects and attainment of independence in adult survivors of childhood cancer treated with central nervous system (CNS)-directed therapies. METHODS A total of 7881 survivors treated with cranial radiation therapy (n = 4051; CRT) and/or intrathecal methotrexate (n = 4193; IT MTX) ([CNS-treated]; median age [range] = 25.5 years [18-48]; time since diagnosis = 17.7 years [6.8-30.2]) and 8039 without CNS-directed therapy reported neurologic conditions including stroke, seizure, neurosensory deficits, focal neurologic dysfunction, and migraines/severe headaches. Functional independence was assessed using latent class analysis with multiple indicators (independent living, assistance with routine and personal care needs, ability to work/attend school, attainment of driver's license, marital/partner status). Multivariable regression models, adjusted for age, sex, race/ethnicity, and chronic health conditions, estimated odds ratios (OR) or relative risks (RR) for associations between neurologic morbidity, functional independence, and emotional distress. RESULTS Among CNS-treated survivors, three classes of independence were identified: (1) moderately independent, never married, and non-independent living (78.7%); (2) moderately independent, unable to drive (15.6%); and (3) non-independent (5.7%). In contrast to 50% of non-CNS-treated survivors and 60% of siblings, a fourth fully independent class of CNS-treated survivors was not identified. History of stroke (OR = 2.50, 95% CI: 1.70-3.68), seizure (OR = 9.70, 95% CI: 7.37-12.8), neurosensory deficits (OR = 2.67, 95% CI: 2.16-3.31), and focal neurologic dysfunction (OR = 3.05, 95% CI: 2.40-3.88) were associated with non-independence among CNS-treated survivors. Non-independence was associated with emotional distress symptoms. INTERPRETATION CNS-treated survivors do not attain full independence comparable to non-CNS-treated survivors or siblings. Interventions to promote independence may be beneficial for survivors with treatment-related neurological sequalae.
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Affiliation(s)
| | - Mingjuan Wang
- Department of BiostatisticsSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - M. Fatih Okcu
- Texas Children's Hospital, Baylor College of MedicineHoustonTexasUSA
| | | | - Nicole J. Ullrich
- Dana‐Farber/Boston Children's Cancer and Blood Disorders CenterBostonMassachusettsUSA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Chenghong Li
- Department of BiostatisticsSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Deo Kumar Srivastava
- Department of BiostatisticsSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | | | - Todd M. Gibson
- National Cancer InstituteDivision of Cancer Epidemiology & GeneticsBethesdaMarylandUSA
| | | | - Kevin C. Oeffinger
- Duke Univeristy School of MedicineDuke Cancer InstituteDurhamNorth CarolinaUSA
| | - Leslie L. Robison
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Kevin R. Krull
- Department of Psychology & Biobehavioral SciencesSt. Jude Children's Research HospitalMemphisTennesseeUSA
| | - Tara M. Brinkman
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalMemphisTennesseeUSA
- Department of Psychology & Biobehavioral SciencesSt. Jude Children's Research HospitalMemphisTennesseeUSA
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32
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Waters AR, Liu Q, Ji X, Yasui Y, Yabroff KR, Conti RM, Henderson T, Huang IC, Leisenring W, Armstrong GT, Nathan PC, Park E, Kirchhoff AC. Job lock among survivors of childhood cancer and their spouses post Affordable Care Act implementation: A Childhood Cancer Survivor Study brief report. Pediatr Blood Cancer 2024; 71:e30790. [PMID: 38053241 PMCID: PMC10841982 DOI: 10.1002/pbc.30790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 12/07/2023]
Abstract
It is unknown how common job lock (i.e., staying at job to maintain health insurance) remains among childhood cancer survivors after Affordable Care Act (ACA) implementation in 2010. We examined prevalence of and factors associated with job lock using a cross-sectional survey from the Childhood Cancer Survivor Study (3503 survivors; 942 siblings). Survivor, spousal, and any survivor/spouse job lock were more frequently reported by survivors than siblings. Survivor job lock/any job lock was associated with older age, low income, severe chronic conditions, and debt/inability to pay debt. Job lock remains more common among survivors than siblings after ACA implementation.
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Affiliation(s)
- Austin R Waters
- Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah, USA
- Department of Health Policy and Management, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Qi Liu
- University of Alberta, Edmonton, Alberta, Canada
| | - Xu Ji
- Department of Pediatrics, Emory University School of Medicine/Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Yutaka Yasui
- University of Alberta, Edmonton, Alberta, Canada
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - K Robin Yabroff
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | - Rena M Conti
- Department of Markets, Public Policy and Law, Questrom School of Business, Boston University, Boston, Massachusetts, USA
| | - Tara Henderson
- Department of Pediatrics, University of Chicago, Chicago, Illinois, USA
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | | | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Paul C Nathan
- The Hospital for Sick Children, The University of Toronto, Toronto, Ontario, Canada
| | - Elyse Park
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Anne C Kirchhoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah, USA
- Department of Pediatrics, University of Utah, Salt Lake City, Utah, USA
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Im C, Lu Z, Yasui Y, Hudson MM, Ness KK, Armstrong GT, Mostoufi-Moab S, Yuan Y. Primary ovarian insufficiency prediction in adult survivors of childhood cancer: model concerns - Authors' reply. Lancet Oncol 2024; 25:e59-e60. [PMID: 38301701 DOI: 10.1016/s1470-2045(24)00027-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 01/14/2024] [Accepted: 01/14/2024] [Indexed: 02/03/2024]
Affiliation(s)
- Cindy Im
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Zhe Lu
- School of Public Health, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Yutaka Yasui
- School of Public Health, University of Alberta, Edmonton, AB T6G 1C9, Canada; Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Sogol Mostoufi-Moab
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Yan Yuan
- School of Public Health, University of Alberta, Edmonton, AB T6G 1C9, Canada.
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Hammoud RA, Mulrooney DA, Rhea IB, Yu C, Johnson JN, Chow EJ, Ehrhardt MJ, Hudson MM, Ness KK, Armstrong GT, Dixon SB. Modifiable Cardiometabolic Risk Factors in Survivors of Childhood Cancer: JACC: CardioOncology State-of-the-Art Review. JACC CardioOncol 2024; 6:16-32. [PMID: 38510292 PMCID: PMC10950443 DOI: 10.1016/j.jaccao.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/27/2023] [Accepted: 12/29/2023] [Indexed: 03/22/2024] Open
Abstract
The growing community of childhood cancer survivors faces a heavy burden of late onset morbidities and mortality, with cardiovascular diseases being the leading noncancer cause. In addition to demographics and cancer treatment exposures, which cannot be altered, cardiometabolic risk factors (obesity, hypertension, diabetes, and dyslipidemia) and frailty potentiate the risk of morbidity and mortality associated with chronic health conditions. Important opportunities exist to target these risk factors and improve late health outcomes for survivors. Unfortunately, limited evidence exists on the optimal methods to prevent, screen, and treat cardiometabolic risk factors among survivors, resulting in significant underdiagnosis and undertreatment. In this review, we discuss the prevalence of, risk factors for, current survivor-specific recommendations, and gaps in knowledge to mitigate potentially modifiable cardiometabolic risk factors and frailty among survivors of childhood cancer.
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Affiliation(s)
- Rawan A. Hammoud
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Daniel A. Mulrooney
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Isaac B. Rhea
- Department of Internal Medicine, Division of Cardiovascular Diseases, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Christine Yu
- Department of Pediatric Medicine, Division of Endocrinology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jason N. Johnson
- Division of Pediatric Cardiology, University of Tennessee Health Science Center, Le Bonheur Children's Hospital, Memphis, Tennessee, USA
| | - Eric J. Chow
- Fred Hutchinson Cancer Center, Seattle Children’s Hospital, University of Washington, Seattle, Washington, USA
| | - Matthew J. Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Stephanie B. Dixon
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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35
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Onerup A, Mirzaei S. S, Bhatia S, Ware ME, Joffe L, Turcotte LM, Goodenough CG, Sapkota Y, Dixon SB, Wogksch MD, Ehrhardt MJ, Armstrong GT, Hudson MM, Ness KK. Lifestyle and subsequent meningioma in childhood cancer survivors: A report from the St. Jude Lifetime Cohort study. Cancer Rep (Hoboken) 2024; 7:e1944. [PMID: 38009808 PMCID: PMC10809185 DOI: 10.1002/cnr2.1944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/24/2023] [Accepted: 11/11/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND Lifestyle is associated with meningioma risk in the general population. AIMS We assessed longitudinal associations between lifestyle-associated factors and subsequent meningiomas in childhood cancer survivors. METHODS AND RESULTS Childhood cancer survivors age ≥18 years in the St. Jude Lifetime Cohort Study were evaluated for body composition, self-reported physical activity, cardiopulmonary fitness, muscle strength, smoking, and alcohol consumption at baseline. Time to first meningioma analyses were performed, adjusted for sex, age at diagnosis and baseline assessment, treatment decade, and childhood cancer treatment exposures. The study included 4,072 survivors (47% female; [mean (SD)] 9 (6) years at diagnosis; 30 (8.5) years at the start of follow-up, with 7.0 (3.3) years of follow-up). 30% of the participants were survivors of acute lymphoblastic leukemia and 29% of the participants had received cranial radiation. During follow-up, 90 participants developed ≥1 meningioma, of whom 73% were survivors of acute lymphoblastic leukemia, with cranial radiation being the strongest risk factor (relative risk [RR] 29.7, 95% confidence interval [CI] 10.6-83.2). Muscle strength assessed by knee extension was associated with a lower risk of developing a meningioma in the adjusted analyses (RR 0.5, 95% CI 0.2-1.0, p = 0.04 for quartiles 3-4 vs. 1). No other lifestyle-associated variable was associated with subsequent meningioma. CONCLUSION Independent of cranial radiation, muscle strength was associated with a lower risk of developing a subsequent meningioma in childhood cancer survivors.
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Affiliation(s)
- Aron Onerup
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
- Department of PediatricsInstitute of Clinical Sciences, Sahlgrenska Academy, University of GothenburgGothenburgSweden
| | - Sedigheh Mirzaei S.
- Department of BiostatisticsSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Shalini Bhatia
- Department of BiostatisticsSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Megan E. Ware
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Lenat Joffe
- Department of PediatricsZucker School of Medicine at Hofstra/NorthwellNew Hyde ParkNew YorkUSA
| | - Lucie M. Turcotte
- Department of PediatricsUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Chelsea G. Goodenough
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Yadav Sapkota
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Stephanie B. Dixon
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
- Department of OncologySt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Matthew D. Wogksch
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Matthew J. Ehrhardt
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
- Department of OncologySt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
- Department of OncologySt Jude Children's Research HospitalMemphisTennesseeUSA
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer ControlSt Jude Children's Research HospitalMemphisTennesseeUSA
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Keefe KW, Lanes A, Stratton K, Green DM, Chow EJ, Oeffinger KC, Barton S, Diller L, Yasui Y, Leisenring WM, Armstrong GT, Ginsburg ES. Assisted reproductive technology use and outcomes in childhood cancer survivors. Cancer 2024; 130:128-139. [PMID: 37732943 PMCID: PMC10841316 DOI: 10.1002/cncr.34995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 05/29/2023] [Accepted: 06/15/2023] [Indexed: 09/22/2023]
Abstract
BACKGROUND Treatment exposures for childhood cancer reduce ovarian reserve. However, the success of assisted reproductive technology (ART) among female survivors is not well established. METHODS Five-year survivors of childhood cancer in the Childhood Cancer Survivor Study were linked to the Society for Assisted Reproductive Technology Clinic Outcome Reporting System, which captures national ART outcomes. The authors assessed the live birth rate, the relative risk (RR) with 95% confidence intervals (95% CIs), and associations with treatment exposure using generalized estimating equations to account for multiple ovarian stimulations per individual. Siblings from a random sample of survivors were recruited to serve as a comparison group. RESULTS Among 9885 female survivors, 137 (1.4%; median age at diagnosis, 10 years [range, 0-20 years]; median years of follow-up after age 18 years, 11 years [range, 2-11 years]) underwent 224 ovarian stimulations using autologous or donor eggs and/or gestational carriers (157 autologous ovarian stimulation cycles, 67 donor ovarian stimulation cycles). In siblings, 33 (1.4%) underwent 51 autologous or donor ovarian stimulations. Of those who used embryos from autologous eggs without using gestational carriers, 97 survivors underwent 155 stimulations, resulting in 49 live births, for a 31.6% chance of live birth per ovarian stimulation (vs. 38.3% for siblings; p = .39) and a 43.9% chance of live birth per transfer (vs. 50.0%; p = .33). Prior treatment with cranial radiation therapy (RR, 0.44; 95% CI, 0.20-0.97) and pelvic radiation therapy (RR, 0.33; 95% CI, 0.15-0.73) resulted in a reduced chance of live birth compared with siblings. The likelihood of live birth after ART treatment in survivors was not affected by alkylator exposure (cyclophosphamide-equivalent dose, ≥8000 mg/m2 vs. none; RR, 1.04; 95% CI, 0.52-2.05). CONCLUSIONS Childhood cancer survivors are as likely to undergo treatment using ART as sibling controls. The success of ART treatment was not reduced after alkylator exposure. The results from the current study provide needed guidance on the use of ART in this population.
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Affiliation(s)
- Kimberly W Keefe
- Center for Infertility and Reproductive Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Andrea Lanes
- Center for Infertility and Reproductive Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Daniel M Green
- St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Eric J Chow
- Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | | | - Sara Barton
- Colorado Center for Reproductive Medicine, Denver, Colorado, USA
| | - Lisa Diller
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Yutaka Yasui
- St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | | | | | - Elizabeth S Ginsburg
- Center for Infertility and Reproductive Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Blackburn PR, McGee RB, Mostafavi R, Carroll AJ, Mikhail FM, Armstrong GT, Furtado LV, Chiang J, Wheeler DA, Carey SS, Nichols KE, Upadhyaya SA. Constitutional balanced translocations involving SMARCB1: A rare cause of rhabdoid tumor predisposition syndrome. Genes Chromosomes Cancer 2024; 63:e23195. [PMID: 37548271 DOI: 10.1002/gcc.23195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/19/2023] [Accepted: 07/28/2023] [Indexed: 08/08/2023] Open
Abstract
Rhabdoid Tumor Predisposition Syndrome 1 (RTPS1) confers an increased risk of developing rhabdoid tumors and is caused by germline mutations in SMARCB1. RTPS1 should be evaluated in all individuals with rhabdoid tumor and is more likely in those with a young age at presentation (occasionally congenital presentation), multiple primary tumors, or a family history of rhabdoid tumor or RTPS1. Proband genetic testing is the standard method for diagnosing RTPS1. Most known RTPS1-related SMARCB1 gene mutations are copy number variants (CNVs) or single nucleotide variants/indels, but structural variant analysis (SVA) is not usually included in the molecular evaluation. Here, we report two children with RTPS1 presenting with atypical teratoid/rhabdoid tumor (ATRT) who had constitutional testing showing balanced chromosome translocations involving SMARCB1. Patient 1 is a 23-year-old female diagnosed with pineal region ATRT at 7 months who was found to have a de novo, constitutional t(16;22)(p13.3;q11.2). Patient 2 is a 24-month-old male diagnosed with a posterior fossa ATRT at 14 months, with subsequent testing showing a constitutional t(5;22)(q14.1;q11.23). These structural rearrangements have not been previously reported in RTPS1. While rare, these cases suggest that structural variants should be considered in the evaluation of children with rhabdoid tumors to provide more accurate genetic counseling on the risks of developing tumors, the need for surveillance, and the risks of passing the disorder on to future children. Further research is needed to understand the prevalence, clinical features, and tumor risks associated with RTPS1-related constitutional balanced translocations.
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Affiliation(s)
- Patrick R Blackburn
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Rose B McGee
- Division of Cancer Predisposition, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Roya Mostafavi
- Division of Cancer Predisposition, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Andrew J Carroll
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Fady M Mikhail
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Larissa V Furtado
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jason Chiang
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - David A Wheeler
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Steven S Carey
- Department of Hospitalist Medicine, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kim E Nichols
- Division of Cancer Predisposition, St Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Santhosh A Upadhyaya
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, Tennessee, USA
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Im C, Lu Z, Mostoufi-Moab S, Delaney A, Yu L, Baedke JL, Han Y, Sapkota Y, Yasui Y, Chow EJ, Howell RM, Bhatia S, Hudson MM, Ness KK, Armstrong GT, Nathan PC, Yuan Y. Development and validation of age-specific risk prediction models for primary ovarian insufficiency in long-term survivors of childhood cancer: a report from the Childhood Cancer Survivor Study and St Jude Lifetime Cohort. Lancet Oncol 2023; 24:1434-1442. [PMID: 37972608 PMCID: PMC10842148 DOI: 10.1016/s1470-2045(23)00510-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Female survivors of childhood cancer are at risk for primary ovarian insufficiency (POI), defined as the cessation of gonadal function before the age of 40 years. We aimed to develop and validate models to predict age-specific POI risk among long-term survivors of childhood cancer. METHODS To develop models to predict age-specific POI risk for the ages of 21-40 years, we used data from the Childhood Cancer Survivor Study (CCSS). Female survivors aged 18 years or older at their latest follow-up, with self-reported menstrual history information and free of subsequent malignant neoplasms within 5 years of diagnosis, were included. We evaluated models that used algorithms based on statistical or machine learning to consider all predictors, including cancer treatments. Cross-validated prediction performance metrics (eg, area under the receiver operating characteristic curve [AUROC]) were compared to select the best-performing models. For external validation of the models, we used data from 5-year survivors in the St Jude Lifetime Cohort (SJLIFE) with ovarian status clinically ascertained using hormone measurements (menopause defined by follicle stimulating hormone >30 mIU/mL and oestradiol <17 pg/mL) and medical chart or questionnaire review. We also evaluated an SJLIFE-based polygenic risk score for POI among 1985 CCSS survivors with genotype data available. FINDINGS 7891 female CCSS survivors (922 with POI) were included in the development of the POI risk prediction model, and 1349 female SJLIFE survivors (101 with POI) were included in the validation study. Median follow-up from cancer diagnosis was 23·7 years (IQR 18·3-30·0) in CCSS and 15·1 years (10·4-22·9) in SJLIFE. Between the ages of 21 and 40 years, POI prevalence increased from 7·9% (95% CI 7·3-8·5) to 18·6% (17·3-20·0) in CCSS and 7·3% (5·8-8·9) to 14·9% (11·6-19·1) in SJLIFE. Age-specific logistic regression models considering ovarian radiation dosimetry or prescribed pelvic and abdominal radiation dose, along with individual chemotherapy predictors, performed well in CCSS. In the SJLIFE validation, the prescribed radiation dose model performed well (AUROC 0·88-0·95), as did a simpler model that considered any exposures to pelvic or abdominal radiotherapy or alkylators (0·82-0·90). Addition of the polygenic risk predictor significantly improved the average positive predictive value (from 0·76 [95% CI 0·63-0·89] to 0·87 [0·80-0·94]; p=0·029) among CCSS survivors treated with ovarian radiation and chemotherapy. INTERPRETATION POI risk prediction models using treatment information showed robust prediction performance in adult survivors of childhood cancer. FUNDING Canadian Institutes of Health Research, US National Cancer Institute.
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Affiliation(s)
- Cindy Im
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Zhe Lu
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Sogol Mostoufi-Moab
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Angela Delaney
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Division of Endocrinology, Department of Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Lin Yu
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Jessica L Baedke
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yutong Han
- School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Eric J Chow
- Public Health Sciences and Clinical Research Divisions, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Rebecca M Howell
- Department of Radiation Physics, University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Paul C Nathan
- Division of Hematology/Oncology, The Hospital for Sick Children, Toronto, Canada
| | - Yan Yuan
- School of Public Health, University of Alberta, Edmonton, AB, Canada.
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Sharafeldin N, Zhou L, Singh P, Crossman DK, Wang X, Hageman L, Landier W, Blanco JG, Burridge PW, Sapkota Y, Yasui Y, Armstrong GT, Robison LL, Hudson MM, Oeffinger K, Chow EJ, Armenian SH, Weisdorf DJ, Bhatia S. Gene-Level Analysis of Anthracycline-Induced Cardiomyopathy in Cancer Survivors: A Report From COG-ALTE03N1, BMTSS, and CCSS. JACC CardioOncol 2023; 5:807-818. [PMID: 38205005 PMCID: PMC10774788 DOI: 10.1016/j.jaccao.2023.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 06/21/2023] [Accepted: 06/21/2023] [Indexed: 01/12/2024] Open
Abstract
Background Anthracyclines are highly effective in treating cancer, albeit with increased cardiomyopathy risk. Although risk is attributed to associations with single nucleotide polymorphisms (SNPs), multiple SNPs on a gene and their interactions remain unexamined. Objectives This study examined gene-level associations with cardiomyopathy among cancer survivors using whole-exome sequencing data. Methods For discovery, 278 childhood cancer survivors (129 cases; 149 matched control subjects) from the COG (Children's Oncology Group) study ALTE03N1 were included. Logic regression (machine learning) was used to identify gene-level SNP combinations for 7,212 genes and ordinal logistic regression to estimate gene-level associations with cardiomyopathy. Models were adjusted for primary cancer, age at cancer diagnosis, sex, race/ethnicity, cumulative anthracycline dose, chest radiation, cardiovascular risk factors, and 3 principal components. Statistical significance threshold of 6.93 × 10-6 accounted for multiple testing. Three independent cancer survivor populations (COG study, BMTSS [Blood or Marrow Transplant Survivor Study] and CCSS [Childhood Cancer Survivor Study]) were used to replicate gene-level associations and examine SNP-level associations from discovery genes using ordinal logistic, conditional logistic, and Cox regression models, respectively. Results Median age at cancer diagnosis for discovery cases and control subjects was 6 years and 8 years, respectively. Gene-level association for P2RX7 (OR: 0.10; 95% CI: 0.04-0.27; P = 2.19 × 10-6) was successfully replicated (HR: 0.65; 95% CI: 0.47-0.90; P = 0.009) in the CCSS cohort. Additional signals were identified on TNIK, LRRK2, MEFV, NOBOX, and FBN3. Individual SNPs across all discovery genes, except FBN3, were replicated. Conclusions In our study, SNP sets having 1 or no copies of P2RX7 variant alleles were associated with reduced risk of cardiomyopathy, presenting a potential therapeutic target to mitigate cardiac outcomes in cancer survivors.
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Affiliation(s)
- Noha Sharafeldin
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Liting Zhou
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Purnima Singh
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - David K. Crossman
- Department of Genetics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Xuexia Wang
- Department of Mathematics, University of North Texas, Denton, Texas, USA
| | - Lindsey Hageman
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Wendy Landier
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Javier G. Blanco
- The State University of New York at Buffalo, Buffalo, New York, USA
| | - Paul W. Burridge
- Department of Pharmacology, Northwestern University, Chicago, Illinois, USA
| | - Yadav Sapkota
- St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Yutaka Yasui
- St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | | | | | | | | | - Eric J. Chow
- Seattle Children’s Hospital, University of Washington, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Saro H. Armenian
- Department of Population Sciences, City of Hope, Duarte, California, USA
| | - Daniel J. Weisdorf
- Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Ohlsen TJD, Chen Y, Baldwin LM, Hudson MM, Nathan PC, Snyder C, Syrjala KL, Tonorezos ES, Yasui Y, Armstrong GT, Oeffinger KC, Chow EJ. Primary Care Utilization and Cardiovascular Screening in Adult Survivors of Childhood Cancer. JAMA Netw Open 2023; 6:e2347449. [PMID: 38091040 PMCID: PMC10719759 DOI: 10.1001/jamanetworkopen.2023.47449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/30/2023] [Indexed: 12/17/2023] Open
Abstract
Importance Cardiovascular disease is the leading noncancer cause of premature death among survivors of childhood cancer. Adult survivors of childhood cancer are largely managed by primary care practitioners (PCPs), and health care utilization patterns related to cardiovascular screening are not well described. Objective To examine screening and health care utilization among survivors of childhood cancer at high risk for cardiovascular complications. Design, Setting, and Participants This multicenter cross-sectional study included participants enrolled in a randomized clinical trial from 2017 to 2021. Abstracted documentation of participants' cancer history, cardiotoxic treatment exposures, and survivorship care plans were obtained from participants' PCPs spanning 2 years preceding trial enrollment. Participants were members of the Childhood Cancer Survivor Study cohort at elevated risk for ischemic heart disease or heart failure, enrolled in a randomized trial focused on improving cardiovascular risk factor control. Data were analyzed from November 2022 to July 2023. Main Outcomes and Measures Outcomes of interest were numbers of PCP and specialist visits, cardiovascular risk factors (hypertension, dyslipidemia, and diabetes), risk factor screening, and cardiac testing. Multivariable logistic regression assessed characteristics associated with up-to-date cardiac testing at enrollment. Results Of 347 enrolled participants, 293 (84.4%) had evaluable medical records (median [range] age, 39.9 [21.5-65.0] years; 149 [50.9%] male) and were included in analyses. At baseline, 238 participants (81.2%) had a documented PCP encounter; 241 participants (82.3%) had undergone blood pressure screening, 179 participants (61.1%) had undergone lipid testing, and 193 participants (65.9%) had undergone diabetes screening. A total of 63 participants (21.5%) had echocardiography completed or planned. Only 198 participants (67.6%) had records referencing a cancer history. PCP documentation of prior cardiotoxic exposures was low compared with known exposures, including radiation therapy (103 participants [35.2%] vs 203 participants [69.3%]; P < .001) and anthracycline chemotherapy (27 participants [9.2%] vs 222 participants [75.8%]; P = .008). Few records referenced a need for cancer-related late effects surveillance (95 records [32.4%]). Independent factors associated with cardiac screening included documentation of increased cardiovascular disease risk (odds ratio [OR], 11.94; 95% CI, 3.37-42.31), a late-effects surveillance plan (OR, 3.92; 95% CI, 1.69-9.11), and existing cardiovascular risk factors (OR per each additional factor, 2.09; 95% CI, 1.32-3.31). Conclusions and Relevance This cross-sectional study of adult survivors of childhood cancer at increased risk of cardiovascular disease found low adherence to recommended cardiac testing and documentation of risk for these individuals. Improving accuracy of reporting of survivors' exposures and risks within the medical record may improve screening.
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Affiliation(s)
- Timothy J. D. Ohlsen
- Cancer and Blood Disorders Center, Seattle Children’s Hospital, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
| | - Yan Chen
- University of Alberta, Calgary, Canada
| | | | - Melissa M. Hudson
- Departments of Oncology and Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Paul C. Nathan
- The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Claire Snyder
- Johns Hopkins School of Medicine, Baltimore, Maryland
| | | | - Emily S. Tonorezos
- Office of Cancer Survivorship, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland
| | - Yutaka Yasui
- Departments of Oncology and Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Gregory T. Armstrong
- Departments of Oncology and Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | | | - Eric J. Chow
- Cancer and Blood Disorders Center, Seattle Children’s Hospital, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
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41
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Wilson CL, Bjornard KL, Partin RE, Kadan-Lottick NS, Nathan PC, Oeffinger KC, Hayashi RJ, Hyun G, Armstrong GT, Leisenring WM, Howell RM, Yasui Y, Dixon SB, Ehrhardt MJ, Robison LL, Ness KK. Trends in physical functioning in acute lymphoblastic leukemia and non-Hodgkin lymphoma survivors across three decades. J Cancer Surviv 2023:10.1007/s11764-023-01483-1. [PMID: 37938431 DOI: 10.1007/s11764-023-01483-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 10/09/2023] [Indexed: 11/09/2023]
Abstract
PURPOSE The impact of changes in therapy for childhood acute lymphoblastic leukemia (ALL) and non-Hodgkin lymphoma (NHL) on the prevalence of physical performance limitations and participation restrictions among survivors is unknown. We aimed to describe the prevalence of reduced function among ALL and NHL survivors by treatment era. METHODS Participants included survivors of childhood ALL and NHL, and a cohort of their siblings, participating in the Childhood Cancer Survivor Study (CCSS). Physical function was measured using questionnaire. The prevalence of reduced function was compared to siblings using generalized estimating equations, overall and stratified by treatment decade. Associations between organ system-specific chronic conditions (CTCAE v4.03) and function were also evaluated. RESULTS Among 6511 survivors (mean age 25.9 years (standard deviation 6.5)) and 4127 siblings, risk of performance limitations (15.2% vs. 12.5%, prevalence ratio [PR] = 1.5, 95%CI = 1.3-1.6), restrictions in personal care (2.0% vs. 0.6%, PR = 3.1, 95% CI = 2.0-4.8), routine activities (5.5% vs. 1.6%, PR = 3.6, 95% CI = 2.7-4.8), and work/school attendance (8.8% vs. 2.1%, PR = 4.5, 95% CI = 3.6-5.7) was increased in survivors vs. siblings. The prevalence of survivors reporting reduced function did not decrease between the 1970s and 1990s. The presence of neurological and cardiovascular conditions was associated with reduced function regardless of treatment decade. CONCLUSIONS Despite changes in therapy, the prevalence of poor physical function remained constant between the 1970s and 1990s. The CCSS clinical trial registration number is NCT01120353 (registered May 6, 2010). IMPLICATIONS FOR CANCER SURVIVORS Our findings support screening for reduced physical function so that early interventions to improve physical performance and mitigate chronic disease can be initiated.
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Affiliation(s)
- Carmen L Wilson
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
| | - Kari L Bjornard
- Department of Hematology/Oncology, Riley Children's Hospital, Indianopolis, IN, USA
| | - Robyn E Partin
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Nina S Kadan-Lottick
- Cancer Prevention and Control Program, Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Paul C Nathan
- Division of Hematology/Oncology, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | | | - Robert J Hayashi
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Geehong Hyun
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Wendy M Leisenring
- Cancer Prevention and Clinical Statistics Program, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Rebecca M Howell
- Radiation Physics Department, The University of Texas at MD Anderson Cancer Center, Houston, TX, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Stephanie B Dixon
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Matthew J Ehrhardt
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA
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Buchbinder D, Bhatt NS, Wang H, Yasui Y, Armenian S, Bhatia S, Chow EJ, Huang IC, Kirchoff AC, Leisenring W, Park ER, Yabroff KR, Armstrong GT, Nathan PC, Khera N. Financial Hardship in Childhood Cancer Survivors Treated with Hematopoietic Cell Transplantation: A Report from the Childhood Cancer Survivor Study. Transplant Cell Ther 2023; 29:705.e1-705.e9. [PMID: 37541329 PMCID: PMC10834839 DOI: 10.1016/j.jtct.2023.07.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Revised: 07/25/2023] [Accepted: 07/30/2023] [Indexed: 08/06/2023]
Abstract
Long-term survivors of childhood cancer are at risk for financial hardship. However, it is not known if HCT leads to an incremental change in financial hardship for survivors who received it versus those who did not. We examined financial outcomes among adult survivors of childhood cancer who had undergone HCT. Using a cross-sectional survey in the Childhood Cancer Survivor Study population between 2017 and 2019, self-reported financial hardship was compared between survivors who received HCT, survivors treated without HCT ("non-HCT"), and siblings and categorized into 3 domains: material hardship/financial sacrifices, behavioral, and psychological hardship. The standardized score of each domain of financial hardship was calculated by adding the item responses and dividing by the standard deviation among siblings. Multivariable linear and logistic regression were used to evaluate associations between sociodemographic characteristics, cancer diagnosis, post-treatment complications, and financial hardship among survivors. The mean adjusted score for each hardship domain was not significantly different between HCT survivors (n = 133) and non-HCT survivors (n = 2711); mean differences were .18 (95% confidence interval [CI], -.05 to .41) for material hardship/financial sacrifices, .07 (95% CI, -.18 to .32) for behavioral hardship, and .19 (95% CI, -.04 to .42) for psychological hardship. Within specific items, a higher proportion of survivors treated with HCT reported greater financial hardship compared to non-HCT survivors. HCT survivors also had significantly higher mean domain scores compared to sibling controls (n = 1027) in all domains. Household income and chronic health conditions, but not HCT, were associated with financial hardship among all survivors. Adult survivors of childhood cancer treated with HCT do not report greater overall financial hardship compared to non-HCT survivors but do report greater overall financial hardship compared to sibling controls. Surveillance and intervention may be necessary for all survivors regardless of HCT status.
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Affiliation(s)
- David Buchbinder
- Department of Pediatrics, University of California at Irvine, Irvine, California; Division of Hematology, Oncology at Children's Hospital of Orange County, Orange, California.
| | - Neel S Bhatt
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Huiqi Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Saro Armenian
- Department of Pediatrics, City of Hope Comprehensive Cancer Center, Duarte, California
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama
| | - Eric J Chow
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - I-Chan Huang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Anne C Kirchoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, Salt Lake City, Utah; Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah
| | - Wendy Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Elyse R Park
- Mongan Institute, Harvard Medical School, Boston, Massachusetts
| | - K Robin Yabroff
- Surveillane and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee
| | - Paul C Nathan
- Institute of Health Policy, Management and Evaluation, The University of Toronto, Toronto, Ontario, Canada; Division of Hematology, Oncology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Nandita Khera
- Division of Hematology and Oncology, Mayo Clinic, Phoenix, Arizona
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Williams AM, Mandelblatt JS, Wang M, Dong Q, Armstrong GT, Bhakta N, Brinkman TM, Ehrhardt MJ, Mulrooney DA, Gilmore N, Robison LL, Yasui Y, Small BJ, Srivastava D, Hudson MM, Ness KK, Krull KR, Wang Z. Deficit Accumulation Index and Biological Markers of Aging in Survivors of Childhood Cancer. JAMA Netw Open 2023; 6:e2344015. [PMID: 37983031 PMCID: PMC10660189 DOI: 10.1001/jamanetworkopen.2023.44015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 10/10/2023] [Indexed: 11/21/2023] Open
Abstract
Importance Survivors of childhood cancer experience premature aging compared with community controls. The deficit accumulation index (DAI) uses readily available clinical data to measure physiological age in survivors; however, little data exist on how well deficit accumulation represents underlying biological aging among survivors of cancer. Objective To examine the associations between the DAI and epigenetic age acceleration (EAA) and mean leukocyte telomere length (LTL). Design, Setting, and Participants This cross-sectional study analyzed data from the St Jude Lifetime Cohort, an assessment of survivors of childhood cancer who were treated at St Jude Children's Research Hospital in Memphis, Tennessee. Data were collected between 2007 and 2016, assayed between 2014 and 2019, and analyzed between 2022 and 2023. Participants were adult survivors who were diagnosed between 1962 and 2012 and who survived 5 years or more from time of diagnosis. The analyses were restricted to survivors with European ancestry, as there were too few survivors with non-European ancestry. Exposures The DAI included 44 aging-related items, such as chronic health conditions and functional, psychosocial, and mental well-being. Item responses were summed and divided by the total number of items, resulting in a ratio ranging from 0 to 1. These DAI results were categorized based on reported associations with hospitalization and mortality: low, defined as a DAI less than 0.2; medium, defined as a DAI of 0.2 to less than 0.35; and high, defined as a DAI of 0.35 or higher. Main Outcomes and Measures Genome-wide DNA methylation was generated from peripheral blood mononuclear cell-derived DNA. The EAA was calculated as the residuals from regressing the Levine epigenetic age on chronological age. The mean LTL was estimated using whole-genome sequencing data. Results This study included 2101 survivors of childhood cancer (1122 males [53.4%]; mean [SD] age, 33.9 [9.1] years; median [IQR] time since diagnosis, 25.1 [18.7-31.9] years) with European ancestry. Compared with survivors in the low DAI group, those in the high DAI group experienced 3.7 more years of EAA (β = 3.66; 95% CI, 2.47-4.85; P < .001), whereas those in the medium DAI group experienced 1.8 more years of EAA (β = 1.77; 95% CI, 0.84-2.69; P < .001), independent of treatment exposures. The EAA and DAI association was consistent across 3 common diagnoses (acute lymphoblastic leukemia, Hodgkin lymphoma, and central nervous system tumors) and across chronological age groups. For example, among acute lymphoblastic leukemia survivors, those in the medium DAI group (β = 2.27; 95% CI, 0.78-3.76; P = .001) experienced greater EAA vs those in the low DAI group. Similarly, among survivors younger than 30 years, the high DAI group experienced 4.9 more years of EAA vs the low DAI group (β = 4.95; 95% CI, 2.14-7.75; P < .001). There were no associations between mean LTL residual and the DAI. Conclusions and Relevance This cross-sectional study of survivors of childhood cancer showed that the DAI was associated with EAA, suggesting an underlying biological process to the accumulation of deficits. Both the DAI and EAA were effective at identifying aging phenotypes, and either may be used to measure aging and response to interventions targeting aging pathways.
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Affiliation(s)
- AnnaLynn M. Williams
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Now with Department of Surgery, Division of Supportive Care in Cancer, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | | | - Mingjuan Wang
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Qian Dong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Nickhill Bhakta
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Global Pediatric Medicine, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Tara M. Brinkman
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Psychology and Biobehavioral Sciences, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Matthew J. Ehrhardt
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Daniel A. Mulrooney
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Nikesha Gilmore
- Now with Department of Surgery, Division of Supportive Care in Cancer, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Brent J. Small
- School of Aging Studies, University of South Florida, Tampa
| | - Deokumar Srivastava
- Department of Biostatistics, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
- Department of Oncology, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Kevin R. Krull
- Department of Psychology and Biobehavioral Sciences, St Jude Children’s Research Hospital, Memphis, Tennessee
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children’s Research Hospital, Memphis, Tennessee
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Chen C, Qin N, Wang M, Dong Q, Tithi SS, Hui Y, Chen W, Wu G, Kennetz D, Edmonson MN, Rusch MC, Thrasher A, Easton J, Mulder HL, Song N, Plonski NM, Shelton K, Im C, Ehrhardt MJ, Nichols KE, Leisenring WM, Stratton KL, Howell R, Yasui Y, Bhatia S, Armstrong GT, Ness KK, Hudson MM, Zhang J, Wang H, Srivastava DK, Robison LL, Wang Z. Cancer germline predisposing variants and late mortality from subsequent malignant neoplasms among long-term childhood cancer survivors: a report from the St Jude Lifetime Cohort and the Childhood Cancer Survivor Study. Lancet Oncol 2023; 24:1147-1156. [PMID: 37797633 PMCID: PMC10712938 DOI: 10.1016/s1470-2045(23)00403-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Carriers of cancer predisposing variants are at an increased risk of developing subsequent malignant neoplasms among those who have survived childhood cancer. We aimed to investigate whether cancer predisposing variants contribute to the risk of subsequent malignant neoplasm-related late mortality (5 years or more after diagnosis). METHODS In this analysis, data were included from two retrospective cohort studies, St Jude Lifetime Cohort (SJLIFE) and the Childhood Cancer Survivor Study (CCSS), with prospective follow-up of patients who were alive for at least 5 years after diagnosis with childhood cancer (ie, long-term childhood cancer survivors) with corresponding germline whole genome or whole exome sequencing data. Cancer predisposing variants affecting 60 genes associated with well-established autosomal-dominant cancer-predisposition syndromes were characterised. Subsequent malignant neoplasms were graded using the National Cancer Institute Common Terminology Criteria for Adverse Events (CTCAE) version 4.03 with modifications. Cause-specific late mortality was based on linkage with the US National Death Index and systematic cohort follow up. Fine-Gray subdistribution hazard models were used to estimate subsequent malignant neoplasm-related late mortality starting from the first biospecimen collection, treating non-subsequent malignant neoplasm-related deaths as a competing risk, adjusting for genetic ancestry, sex, age at diagnosis, and cancer treatment exposures. SJLIFE (NCT00760656) and CCSS (NCT01120353) are registered with ClinicalTrials.gov. FINDINGS 12 469 (6172 male and 6297 female) participants were included, 4402 from the SJLIFE cohort (median follow-up time since collection of the first biospecimen 7·4 years [IQR 3·1-9·4]) and 8067 from the CCSS cohort (median follow-up time since collection of the first biospecimen 12·6 years [2·2-16·6]). 641 (5·1%) of 12 469 participants carried cancer predisposing variants (294 [6·7%] in the SJLIFE cohort and 347 [4·3%] in the CCSS cohort), which were significantly associated with an increased severity of subsequent malignant neoplasms (CTCAE grade ≥4 vs grade <4: odds ratio 2·15, 95% CI 1·18-4·19, p=0·0085). 263 (2·1%) subsequent malignant neoplasm-related deaths (44 [1·0%] in the SJLIFE cohort; and 219 [2·7%] in the CCSS cohort) and 426 (3·4%) other-cause deaths (103 [2·3%] in SJLIFE; and 323 [4·0%] in CCSS) occurred. Cumulative subsequent malignant neoplasm-related mortality at 10 years after the first biospecimen collection in carriers of cancer predisposing variants was 3·7% (95% CI 1·2-8·5) in SJLIFE and 6·9% (4·1-10·7) in CCSS versus 1·5% (1·0-2·1) in SJLIFE and 2·1% (1·7-2·5) in CCSS in non-carriers. Carrying a cancer predisposing variant was associated with an increased risk of subsequent malignant neoplasm-related mortality (SJLIFE: subdistribution hazard ratio 3·40 [95% CI 1·37-8·43]; p=0·0082; CCSS: 3·58 [2·27-5·63]; p<0·0001). INTERPRETATION Identifying participants at increased risk of subsequent malignant neoplasms via genetic counselling and clinical genetic testing for cancer predisposing variants and implementing early personalised cancer surveillance and prevention strategies might reduce the substantial subsequent malignant neoplasm-related mortality burden. FUNDING American Lebanese Syrian Associated Charities and US National Institutes of Health.
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Affiliation(s)
- Cheng Chen
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Na Qin
- Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Mingjuan Wang
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Qian Dong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Saima Sultana Tithi
- Department of Cell and Molecular Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Yawei Hui
- High-Performance Computing Facility, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Wenan Chen
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Gang Wu
- Center for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Dennis Kennetz
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael N Edmonson
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Michael C Rusch
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Andrew Thrasher
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - John Easton
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Heather L Mulder
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Nan Song
- College of Pharmacy, Chungbuk National University, Cheongju, South Korea
| | - Noel-Marie Plonski
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kyla Shelton
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Cindy Im
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, USA
| | - Matthew J Ehrhardt
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kim E Nichols
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Wendy M Leisenring
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Kayla L Stratton
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Rebecca Howell
- Department of Radiation Physics, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yutaka Yasui
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Melissa M Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Jinghui Zhang
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Hui Wang
- State Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Deo Kumar Srivastava
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Leslie L Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
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Belle FN, Schindera C, Ansari M, Armstrong GT, Beck‐Popovic M, Howell R, Leisenring WM, Meacham LR, Rössler J, Spycher BD, Tonorezos E, von der Weid NX, Yasui Y, Oeffinger KC, Kuehni CE. Risk factors for overweight and obesity after childhood acute lymphoblastic leukemia in North America and Switzerland: A comparison of two cohort studies. Cancer Med 2023; 12:20423-20436. [PMID: 37807946 PMCID: PMC10652345 DOI: 10.1002/cam4.6588] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 09/11/2023] [Accepted: 09/12/2023] [Indexed: 10/10/2023] Open
Abstract
BACKGROUND After childhood acute lymphoblastic leukemia (ALL), sequelae include overweight and obesity, yet with conflicting evidence. We compared the prevalence of overweight and obesity between ≥5-year ALL survivors from the North American Childhood Cancer Survivor Study (CCSS) and the Swiss Childhood Cancer Survivor Study (SCCSS) and described risk factors. METHODS We included adult childhood ALL survivors diagnosed between 1976 and 1999. We matched CCSS participants (3:1) to SCCSS participants by sex and attained age. We calculated body mass index (BMI) from self-reported height and weight for 1287 CCSS and 429 SCCSS participants; we then compared those with siblings (2034) in North America and Switzerland (678) siblings. We assessed risk factors for overweight (BMI 25-29.9 kg/m2 ) and obesity (≥30 kg/m2 ) using multinomial regression. RESULTS We found overweight and obesity significantly more common among survivors in North America when compared with survivors in Switzerland [overweight: 30%, 95% confidence interval (CI): 27-32 vs. 24%, 21-29; obesity: 29%, 27-32 vs. 7%, 5-10] and siblings (overweight: 30%, 27-32 vs. 25%, 22-29; obesity: 24%, 22-26 vs. 6%, 4-8). Survivors in North America [odds ratio (OR) = 1.24, 1.01-1.53] and Switzerland (1.27, 0.74-2.21) were slightly more often obese than siblings. Among survivors, risk factors for obesity included residency in North America (5.8, 3.7-9.0); male (1.7, 1.3-2.3); attained age (≥45 years: 5.1, 2.4-10.8); Non-Hispanic Black (3.4, 1.6-7.0); low household income (2.3, 1.4-3.5); young age at diagnosis (1.6, 1.1-2.2). Cranial radiotherapy ≥18 Gray was only a risk factor for overweight (1.4, 1.0-1.8); steroids were not associated with overweight or obesity. Interaction tests found no evidence of difference in risk factors between cohorts. CONCLUSIONS Although treatment-related risk for overweight and obesity were similar between regions, higher prevalence among survivors in North America identifies important sociodemographic drivers for informing health policy and targeted intervention trials.
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Affiliation(s)
- Fabiën N. Belle
- Childhood Cancer Research Group, Institute of Social and Preventive MedicineUniversity of BernBernSwitzerland
- Center for Primary Care and Public Health (Unisanté)University of LausanneLausanneSwitzerland
| | - Christina Schindera
- Childhood Cancer Research Group, Institute of Social and Preventive MedicineUniversity of BernBernSwitzerland
- Division of Pediatric Oncology/Hematology, University Children's Hospital BaselUniversity of BaselBaselSwitzerland
| | - Marc Ansari
- Division of Pediatric Oncology and Hematology, Department of Women, Child and Adolescent, University Geneva Hospitals, Cansearch Research platform for pediatric oncology and hematology, Faculty of Medicine, Department of Pediatrics, Gynecology and ObstetricsUniversity of GenevaGenevaSwitzerland
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalTennesseeMemphisUSA
| | - Maja Beck‐Popovic
- Pediatric Hematology‐Oncology UnitUniversity Hospital (CHUV)LausanneSwitzerland
| | - Rebecca Howell
- Department of Radiation PhysicsThe University of Texas MD Anderson Cancer CenterHoustonTexasUSA
| | | | - Lillian R. Meacham
- Aflac Cancer CenterChildren's Healthcare of Atlanta/Emory UniversityAtlantaGeorgiaUSA
| | - Jochen Rössler
- Division of Pediatric Hematology and Oncology, University Children's Hospital BernUniversity of BernBernSwitzerland
| | - Ben D. Spycher
- Childhood Cancer Research Group, Institute of Social and Preventive MedicineUniversity of BernBernSwitzerland
| | - Emily Tonorezos
- Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Nicolas X. von der Weid
- Division of Pediatric Oncology/Hematology, University Children's Hospital BaselUniversity of BaselBaselSwitzerland
| | - Yutaka Yasui
- Department of Epidemiology and Cancer ControlSt. Jude Children's Research HospitalTennesseeMemphisUSA
| | - Kevin C. Oeffinger
- Department of MedicineDuke University and Duke Cancer InstituteDurhamNorth CarolinaUSA
| | - Claudia E. Kuehni
- Childhood Cancer Research Group, Institute of Social and Preventive MedicineUniversity of BernBernSwitzerland
- Division of Pediatric Hematology and Oncology, University Children's Hospital BernUniversity of BernBernSwitzerland
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Maharaj A, Jefferies JL, Mulrooney DA, Armstrong GT, Brinkman TM, O'Neil ST, Terrell S, Partin RE, Srivastava DK, Hudson MM, Wang Z, Ness KK. Design and methods of a randomized telehealth-based intervention to improve fitness in survivors of childhood cancer with exercise intolerance. Contemp Clin Trials 2023; 133:107339. [PMID: 37730199 PMCID: PMC10591872 DOI: 10.1016/j.cct.2023.107339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/01/2023] [Accepted: 09/15/2023] [Indexed: 09/22/2023]
Abstract
BACKGROUND Exercise intolerance among childhood cancer survivors substantially increases risk for early mortality, reduced cognitive function, poor quality of life, emotional distress, and sub-optimal participation in social roles. Fortunately, exercise intolerance is modifiable, even among individuals with impaired cardiopulmonary and neuromuscular health. This study aims to evaluate the impact of tailored exercise intervention remotely supervised by fitness professionals in survivors with exercise intolerance. Telehealth-based delivery of the intervention aims to enhance uptake by removing the burden of travel and allowing participants to gain confidence with exercise and physical activity at home. METHODS This is an ongoing single-blind, two-arm, prospective, clinical trial that will randomize 160 participants 1:1 to intervention (n = 80) and attention control (n = 80) groups. The intervention group receives an individually tailored exercise prescription based on results from baseline assessments performed remotely via a Health Insurance Portability and Accountability Act-compliant virtual platform and personal preferences for aerobic exercise. Each prescription includes aerobic and strengthening components designed to progress gradually to 150-300-min of moderate aerobic activity and twice weekly strengthening exercises over 20-weeks. The first two weeks are supervised for 6 sessions, tapering to twice/week for weeks 3-4, once/week for weeks 5-8, every other week for weeks 9-16 and once midway between weeks 17-20. The schedule is modifiable depending on participant need, adherence, and response to exercise. Each session is approximately one hour. CONCLUSION This study tests the efficacy of an individually prescribed, virtually supervised exercise intervention on exercise intolerant childhood cancer survivors. CLINICALTRIALS gov registration: NCT04714840.
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Affiliation(s)
- Arun Maharaj
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - John L Jefferies
- Department of Medicine, University of Tennessee Health Science Center, 920 Madison Avenue, Memphis, TN 38163, USA.
| | - Daniel A Mulrooney
- Department of Oncology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-260, Memphis, TN 38105, USA.
| | - Gregory T Armstrong
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Tara M Brinkman
- Department of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-740, Memphis, TN 38105, USA.
| | - Sean T O'Neil
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Sarah Terrell
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Robyn E Partin
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Deo Kumar Srivastava
- Department of Biostatistics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-768, Memphis, TN 38105, USA.
| | - Melissa M Hudson
- Departments of Oncology and Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Zhaoming Wang
- Departments of Epidemiology and Cancer Control and Computational Biology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
| | - Kirsten K Ness
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, 262 Danny Thomas Place, MS-735, Memphis, TN 38105, USA.
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47
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Papini C, Willard VW, Gajjar A, Merchant TE, Srivastava D, Armstrong GT, Hudson MM, Krull KR, Brinkman TM. Social cognition and adjustment in adult survivors of pediatric central nervous system tumors. Cancer 2023; 129:3064-3075. [PMID: 37329245 PMCID: PMC10528486 DOI: 10.1002/cncr.34889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Survivors of pediatric central nervous system (CNS) tumors are at risk for neurocognitive and social difficulties throughout childhood. This study characterized social cognition (perception and reasoning from social cues) and adjustment in adulthood. METHODS A total of 81 adult survivors of pediatric CNS tumors (51% female; mean [SD] age, 28.0 [5.8] years), were recruited across four groups: (1) no radiation therapy (RT) [n = 21], (2) infratentorial (IT) tumors + focal RT [n = 20], (3) IT tumors + craniospinal irradiation [n = 20], and (4) supratentorial tumors + focal RT [n = 20]. Prevalence of social cognitive and adjustment impairments was compared to test norms. Multivariable models examined clinical and neurocognitive predictors of social cognition and its impact on functional outcomes. RESULTS Survivors demonstrated elevated risk of severe social cognitive impairments (social perception Morbidity Ratio [95% CI] 5.70 [3.46-9.20]), but self-reported few social adjustment problems. Survivors of IT tumors treated with craniospinal irradiation performed nearly 1 SD worse than survivors treated without RT on multiple measures of social cognition (e.g., social perception: β = -0.89, p = .004). Impaired executive functioning and nonverbal reasoning were associated with worse social cognitive performance (e.g., social perception: β = -0.75, p < .001; β = -0.84, p < .001, respectively). Better social perception was associated with higher odds of attaining full-time employment (odds ratio, 1.52 [1.17-1.97]) and at least some college education (odds ratio, 1.39 [1.11-1.74]). CONCLUSIONS Adult survivors of CNS tumors are at elevated risk of severely impaired social cognition, but do not perceive social adjustment difficulties. Better understanding of potential mechanisms underlying social cognitive deficits may inform intervention targets to promote better functional outcomes for at-risk survivors.
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Affiliation(s)
- Chiara Papini
- Department of Psychology and Biobehavioral Sciences, St.
Jude Children’s Research Hospital, Memphis, TN, USA
| | - Victoria W. Willard
- Department of Psychology and Biobehavioral Sciences, St.
Jude Children’s Research Hospital, Memphis, TN, USA
| | - Amar Gajjar
- Department of Pediatric Medicine, St. Jude
Children’s Research Hospital, Memphis, TN, USA
| | - Thomas E. Merchant
- Department of Radiation Oncology, St. Jude
Children’s Research Hospital, Memphis, TN, USA
| | - Deokumar Srivastava
- Department of Biostatistics, St. Jude Children’s
Research Hospital, Memphis, TN, USA
| | - Gregory T. Armstrong
- Department of Oncology, St. Jude Children’s Research
Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude
Children’s Research Hospital, Memphis, TN, USA
| | - Melissa M. Hudson
- Department of Oncology, St. Jude Children’s Research
Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude
Children’s Research Hospital, Memphis, TN, USA
| | - Kevin R. Krull
- Department of Psychology and Biobehavioral Sciences, St.
Jude Children’s Research Hospital, Memphis, TN, USA
| | - Tara M. Brinkman
- Department of Psychology and Biobehavioral Sciences, St.
Jude Children’s Research Hospital, Memphis, TN, USA
- Department of Epidemiology and Cancer Control, St. Jude
Children’s Research Hospital, Memphis, TN, USA
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48
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Im C, Sharafeldin N, Yuan Y, Wang Z, Sapkota Y, Lu Z, Spector LG, Howell RM, Arnold MA, Hudson MM, Ness KK, Robison LL, Bhatia S, Armstrong GT, Neglia JP, Yasui Y, Turcotte LM. Polygenic Risk and Chemotherapy-Related Subsequent Malignancies in Childhood Cancer Survivors: A Childhood Cancer Survivor Study and St Jude Lifetime Cohort Study Report. J Clin Oncol 2023; 41:4381-4393. [PMID: 37459583 PMCID: PMC10522108 DOI: 10.1200/jco.23.00428] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 04/26/2023] [Accepted: 05/18/2023] [Indexed: 08/07/2023] Open
Abstract
PURPOSE Chemotherapeutic exposures are associated with subsequent malignant neoplasm (SMN) risk. The role of genetic susceptibility in chemotherapy-related SMNs should be defined as use of radiation therapy (RT) decreases. PATIENTS AND METHODS SMNs among long-term childhood cancer survivors of European (EUR; N = 9,895) and African (AFR; N = 718) genetic ancestry from the Childhood Cancer Survivor Study and St Jude Lifetime Cohort Study were evaluated. An externally validated 179-variant polygenic risk score (PRS) associated with pleiotropic adult cancer risk from the UK Biobank Study (N > 400,000) was computed for each survivor. SMN cumulative incidence comparing top and bottom PRS quintiles was estimated, along with hazard ratios (HRs) from proportional hazards models. RESULTS A total of 1,594 survivors developed SMNs, with basal cell carcinomas (n = 822), breast cancers (n = 235), and thyroid cancers (n = 221) being the most frequent. Although SMN risk associations with the PRS were extremely modest in RT-exposed EUR survivors (HR, 1.22; P = .048; n = 4,630), the increase in 30-year SMN cumulative incidence and HRs comparing top and bottom PRS quintiles was statistically significant among nonirradiated EUR survivors (n = 4,322) treated with alkylating agents (17% v 6%; HR, 2.46; P < .01), anthracyclines (20% v 8%; HR, 2.86; P < .001), epipodophyllotoxins (23% v 1%; HR, 12.20; P < .001), or platinums (46% v 7%; HR, 8.58; P < .01). This PRS also significantly modified epipodophyllotoxin-related SMN risk among nonirradiated AFR survivors (n = 414; P < .01). Improvements in prediction attributable to the PRS were greatest for epipodophyllotoxin-exposed (AUC, 0.71 v 0.63) and platinum-exposed (AUC,0.68 v 0.58) survivors. CONCLUSION A pleiotropic cancer PRS has strong potential for improving SMN clinical risk stratification among nonirradiated survivors treated with specific chemotherapies. A polygenic risk screening approach may be a valuable complement to an early screening strategy on the basis of treatments and rare cancer-susceptibility mutations.
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Affiliation(s)
- Cindy Im
- Department of Pediatrics, University of Minnesota, Minneapolis, MN
| | - Noha Sharafeldin
- Hematology Oncology Division, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Yan Yuan
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Zhaoming Wang
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN
| | - Yadav Sapkota
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Zhanni Lu
- Department of Pediatrics, University of Minnesota, Minneapolis, MN
| | - Logan G. Spector
- Department of Pediatrics, University of Minnesota, Minneapolis, MN
| | - Rebecca M. Howell
- Department of Radiation Physics, University of Texas at MD Anderson Cancer Center, Houston, TX
| | - Michael A. Arnold
- Department of Pathology and Laboratory Medicine, University of Colorado and Children's Hospital Colorado, Anschutz Medical Campus, Aurora, CO
| | - Melissa M. Hudson
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Kirsten K. Ness
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Leslie L. Robison
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Gregory T. Armstrong
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
- Department of Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Joseph P. Neglia
- Department of Pediatrics, University of Minnesota, Minneapolis, MN
| | - Yutaka Yasui
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
- Department of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN
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49
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Hesko C, Liu W, Srivastava D, Brinkman TM, Diller L, Gibson TM, Oeffinger KC, Leisenring WM, Howell R, Armstrong GT, Krull KR, Henderson TO. Neurocognitive outcomes in adult survivors of neuroblastoma: A report from the Childhood Cancer Survivor Study. Cancer 2023; 129:2904-2914. [PMID: 37199722 PMCID: PMC10523930 DOI: 10.1002/cncr.34847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 04/12/2023] [Accepted: 04/13/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND Despite survival improvements, there is a paucity of data on neurocognitive outcomes in neuroblastoma survivors. This study addresses this literature gap. METHODS Neurocognitive impairments in survivors were compared to sibling controls from the Childhood Cancer Survivor Study (CCSS) using the CCSS Neurocognitive Questionnaire. Impaired emotional regulation, organization, task efficiency, and memory defined as scores ≥90th percentile of sibling norms. Modified Poisson regression models evaluated associations with treatment exposures, era of diagnosis, and chronic conditions. Analyses were stratified by age at diagnosis (≤1 and >1 year) as proxy for lower versus higher risk disease. RESULTS Survivors (N = 837; median [range] age, 25 [17-58] years, age diagnosed, 1 [0-21] years) were compared to sibling controls (N = 728; age, 32 [16-43] years). Survivors had higher risk of impaired task efficiency (≤1 year relative risk [RR], 1.48; 95% confidence interval [CI], 1.08-2.03; >1 year RR, 1.58; 95% CI, 1.22-2.06) and emotional regulation (≤1 year RR, 1.51; 95% CI, 1.07-2.12; >1 year RR, 1.44; 95% CI, 1.06-1.95). Impaired task efficiency associated with platinum exposure (≤1 year RR, 1.74; 95% CI, 1.01-2.97), hearing loss (≤1 year RR, 1.95; 95% CI, 1.26-3.00; >1 year RR, 1.56; 95% CI, 1.09-2.24), cardiovascular (≤1 year RR, 1.83; 95% CI, 1.15-2.89; >1 year RR, 1.74; 95% CI, 1.12-2.69), neurologic (≤1 year RR, 2.00; 95% CI, 1.32-3.03; >1 year RR, 2.29; 95% CI, 1.64-3.21), and respiratory (>1 year RR, 2.35; 95% CI, 1.60-3.45) conditions. Survivors ≤1 year; female sex (RR, 1.54; 95% CI, 1.02-2.33), cardiovascular (RR, 1.71; 95% CI, 1.08-2.70) and respiratory (RR, 1.99; 95% CI, 1.14-3.49) conditions associated impaired emotional regulation. Survivors were less likely to be employed full-time (p < .0001), graduate college (p = .035), and live independently (p < .0001). CONCLUSIONS Neuroblastoma survivors report neurocognitive impairment impacting adult milestones. Identified health conditions and treatment exposures can be targeted to improve outcomes. PLAIN LANGUAGE SUMMARY Survival rates continue to improve in patients with neuroblastoma. There is a lack of information regarding neurocognitive outcomes in neuroblastoma survivors; most studies examined survivors of leukemia or brain tumors. In this study, 837 adult survivors of childhood neuroblastoma were compared to siblings from the Childhood Cancer Survivorship Study. Survivors had a 50% higher risk of impairment with attention/processing speed (task efficiency) and emotional reactivity/frustration tolerance (emotional regulation). Survivors were less likely to reach adult milestones such as living independently. Survivors with chronic health conditions are at a higher risk of impairment. Early identification and aggressive management of chronic conditions may help mitigate the level of impairment.
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Affiliation(s)
- Caroline Hesko
- University of Vermont Children’s Hospital, Burlington, VT
| | - Wei Liu
- St. Jude Children’s Research Hospital, Memphis, TN
| | | | | | - Lisa Diller
- Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA
| | | | | | | | - Rebecca Howell
- The University of Texas MD Anderson Cancer Center, Houston, TX
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50
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Wang Y, Ronckers CM, van Leeuwen FE, Moskowitz CS, Leisenring W, Armstrong GT, de Vathaire F, Hudson MM, Kuehni CE, Arnold MA, Demoor-Goldschmidt C, Green DM, Henderson TO, Howell RM, Ehrhardt MJ, Neglia JP, Oeffinger KC, van der Pal HJH, Robison LL, Schaapveld M, Turcotte LM, Waespe N, Kremer LCM, Teepen JC. Subsequent female breast cancer risk associated with anthracycline chemotherapy for childhood cancer. Nat Med 2023; 29:2268-2277. [PMID: 37696934 PMCID: PMC10504074 DOI: 10.1038/s41591-023-02514-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 07/26/2023] [Indexed: 09/13/2023]
Abstract
Anthracycline-based chemotherapy is associated with increased subsequent breast cancer (SBC) risk in female childhood cancer survivors, but the current evidence is insufficient to support early breast cancer screening recommendations for survivors treated with anthracyclines. In this study, we pooled individual patient data of 17,903 survivors from six well-established studies, of whom 782 (4.4%) developed a SBC, and analyzed dose-dependent effects of individual anthracycline agents on developing SBC and interactions with chest radiotherapy. A dose-dependent increased SBC risk was seen for doxorubicin (hazard ratio (HR) per 100 mg m-2: 1.24, 95% confidence interval (CI): 1.18-1.31), with more than twofold increased risk for survivors treated with ≥200 mg m-2 cumulative doxorubicin dose versus no doxorubicin (HR: 2.50 for 200-299 mg m-2, HR: 2.33 for 300-399 mg m-2 and HR: 2.78 for ≥400 mg m-2). For daunorubicin, the associations were not statistically significant. Epirubicin was associated with increased SBC risk (yes/no, HR: 3.25, 95% CI: 1.59-6.63). For patients treated with or without chest irradiation, HRs per 100 mg m-2 of doxorubicin were 1.11 (95% CI: 1.02-1.21) and 1.26 (95% CI: 1.17-1.36), respectively. Our findings support that early initiation of SBC surveillance may be reasonable for survivors who received ≥200 mg m-2 cumulative doxorubicin dose and should be considered in SBC surveillance guidelines for survivors and future treatment protocols.
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Affiliation(s)
- Yuehan Wang
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
| | - Cécile M Ronckers
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- Department of Health Services Research, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
- Division of Childhood Cancer Epidemiology (EpiKiK), Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | | | | | | | - Florent de Vathaire
- Radiation Epidemiology Team, INSERM U1018, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | | | - Claudia E Kuehni
- Childhood Cancer Research Group, Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Pediatric Hematology and Oncology, University Children's Hospital Bern, University of Bern, Bern, Switzerland
| | - Michael A Arnold
- Department of Pathology and Laboratory Medicine, Children's Hospital Colorado, Aurora, CO, USA
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Charlotte Demoor-Goldschmidt
- Radiation Epidemiology Team, INSERM U1018, Gustave Roussy, Université Paris-Saclay, Villejuif, France
- Department of Pediatric Hematology and Oncology, University-Hospital of Angers, Angers, France
- Radiotherapy Department, Francois Baclesse Center, Caen, France
| | | | - Tara O Henderson
- University of Chicago Medicine Comer Children's Hospital, Chicago, IL, USA
| | - Rebecca M Howell
- University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | | | - Joseph P Neglia
- University of Minnesota Masonic Cancer Center, Minneapolis, MN, USA
| | | | | | | | | | - Lucie M Turcotte
- University of Minnesota Masonic Cancer Center, Minneapolis, MN, USA
| | - Nicolas Waespe
- Childhood Cancer Research Group, Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Pediatric Hematology and Oncology, University Children's Hospital Bern, University of Bern, Bern, Switzerland
- CANSEARCH research platform in pediatric oncology and hematology of the University of Geneva, Geneva, Switzerland
| | - Leontien C M Kremer
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
- University Medical Center Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands
| | - Jop C Teepen
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
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