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Noyd DH, Liu Q, Yasui Y, Chow EJ, Bhatia S, Nathan PC, Landstrom AP, Tonorezos E, Casillas J, Berkman A, Ness KK, Mulrooney DA, Leisenring WM, Howell CR, Shoag J, Kirchhoff A, Howell RM, Gibson TM, Zullig LL, Armstrong GT, Oeffinger KC. Cardiovascular Risk Factor Disparities in Adult Survivors of Childhood Cancer Compared With the General Population. JACC CardioOncol 2023; 5:489-500. [PMID: 37614575 PMCID: PMC10443116 DOI: 10.1016/j.jaccao.2023.01.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 01/18/2023] [Accepted: 01/26/2023] [Indexed: 08/25/2023] Open
Abstract
Background It is unknown whether a history of childhood cancer modifies the established disparities in cardiovascular risk factors (CVRFs) observed in the general population. Objectives We sought to determine if disparities in CVRFs by race/ethnicity are similar among childhood cancer survivors compared with the general population. Methods The Childhood Cancer Survivor Study (CCSS) is a retrospective cohort with a longitudinal follow-up of 24,084 5-year survivors diagnosed between 1970 and 1999. Multivariable piecewise exponential regression estimated incidence rate ratios (IRRs) for hypertension, hyperlipidemia, diabetes, obesity, and ≥2 CVRFs by race/ethnicity. The CCSS sibling cohort and the National Health and Nutrition Examination Survey cohort were used to compare the sociodemographic-adjusted IRRs for same-race/same-ethnicity disparities. Results Non-Hispanic Black (NHB) (n = 1,092) and Hispanic (n = 1,405) survivors compared with non-Hispanic White (NHW) (n = 13,960) survivors reported a higher cumulative incidence of diabetes (8.4%, 9.7%, and 5.1%, respectively); obesity (47.2%, 48.9%, and 30.2%, respectively); multiple CVRFs (17.7%, 16.6%, and 12.3%, respectively); and, for NHB survivors, hypertension (19.5%, 13.6%, and 14.3%, respectively) by 40 years of age (P < 0.001). Controlling for sociodemographic and treatment factors compared with NHW survivors, IRRs for NHB were increased for hypertension (IRR: 1.4; 95% CI: 1.1-1.8), obesity (IRR: 1.7; 95% CI: 1.4-2.1), and multiple CVRFs (IRR: 1.6; 95% CI: 1.2-2.1). IRRs for Hispanic survivors were increased for diabetes (IRR: 1.8; 95% CI: 1.2-2.6) and obesity (IRR: 1.4; 95% CI: 1.2-1.7). The pattern of IRRs for CVRF differences was similar among CCSS sibling and National Health and Nutrition Examination Survey cohorts. Conclusions The higher burden of CVRFs among NHB and Hispanic survivors compared with NHW survivors was similar to the general population. The promotion of cardiovascular health equity is critical in this high-risk population.
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Affiliation(s)
- David H. Noyd
- Duke University Medical Center, Durham, North Carolina, USA
- The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Qi Liu
- University of Alberta, Edmonton, Canada
| | - Yutaka Yasui
- University of Alberta, Edmonton, Canada
- St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | - Eric J. Chow
- Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Smita Bhatia
- University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Paul C. Nathan
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | | | - Jacqueline Casillas
- University of California Los Angeles Medical Center, Los Angeles, California, USA
| | - Amy Berkman
- Duke University Medical Center, Durham, North Carolina, USA
| | - Kirsten K. Ness
- St. Jude Children’s Research Hospital, Memphis, Tennessee, USA
| | | | | | | | | | | | - Rebecca M. Howell
- The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | | - Leah L. Zullig
- Duke University Medical Center, Durham, North Carolina, USA
- Durham Veterans Administration Health Care System, Durham, North Carolina, USA
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Funkhouser CJ, Ashaie SA, Gameroff MJ, Talati A, Posner J, Weissman MM, Shankman SA. Prospectively Predicting Adult Depressive Symptoms from Adolescent Peer Dysfunction: a Sibling Comparison Study. Res Child Adolesc Psychopathol 2022; 50:1081-1093. [PMID: 35179692 PMCID: PMC8854477 DOI: 10.1007/s10802-022-00906-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/10/2022] [Indexed: 12/01/2022]
Abstract
Previous studies have shown that peer dysfunction in adolescence predicts depression in adulthood, even when controlling for certain individual- and/or family-level characteristics. However, these studies have not controlled for numerous potential familial confounders, precluding causal inferences. The present study therefore used a sibling comparison design (i.e., comparing siblings within families) to test whether peer dysfunction (e.g., lack of friendships, victimization) in adolescence continues to predict depression in adulthood after accounting for unmeasured familial confounds and individual characteristics in adolescence. Participants’ (N = 85) dysfunction with peers was assessed in adolescence (Mage = 13.21, SD = 3.47) by self- and parent-report, and adult depressive symptoms were assessed up to five times, up to 38 years later. Multilevel modeling was used to examine the effect of adolescent peer dysfunction on adult depressive symptoms after adjusting for familial confounds and/or individual characteristics in adolescence (e.g., baseline depressive symptoms, dysfunctional relations with siblings/parents). Both self-reported (b = 1.28, p < 0.001) and parent-reported (b = 0.56, p = 0.032) adolescent peer dysfunction were associated with greater depressive symptom severity in adulthood in unadjusted models. Self-reported (but not parent-reported) adolescent peer dysfunction continued to predict adult depressive symptoms after controlling for familial confounding and measured covariates such as adolescent depressive symptoms and relations with siblings and parents (b = 1.06, p = 0.035). Although confidence intervals were wide and the potentially confounding effects of numerous individual-level factors were not ruled out, these findings provide preliminary evidence that perceived peer dysfunction in adolescence may be an unconfounded risk factor for depressive symptoms in adulthood.
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Affiliation(s)
- Carter J Funkhouser
- Department of Psychiatry and Behavioral Sciences, Northwestern University, 680 N. Lake Shore Drive, Chicago, IL, 60611, USA. .,Department of Psychology, University of Illinois at Chicago, 1007 W. Harrison Street, Chicago, IL, 60607, USA.
| | - Sameer A Ashaie
- Center for Aphasia Research and Treatment, Shirley Ryan AbilityLab, 355 E. Erie Street, Chicago, IL, 60611, USA
| | - Marc J Gameroff
- College of Physicians and Surgeons, Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Division of Translational Epidemiology, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Ardesheer Talati
- College of Physicians and Surgeons, Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Division of Translational Epidemiology, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Jonathan Posner
- College of Physicians and Surgeons, Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Division of Translational Epidemiology, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Myrna M Weissman
- College of Physicians and Surgeons, Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.,Division of Translational Epidemiology, New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Stewart A Shankman
- Department of Psychiatry and Behavioral Sciences, Northwestern University, 680 N. Lake Shore Drive, Chicago, IL, 60611, USA
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Guo J, Rackham OJL, Sandholm N, He B, Österholm AM, Valo E, Harjutsalo V, Forsblom C, Toppila I, Parkkonen M, Li Q, Zhu W, Harmston N, Chothani S, Öhman MK, Eng E, Sun Y, Petretto E, Groop PH, Tryggvason K. Whole-Genome Sequencing of Finnish Type 1 Diabetic Siblings Discordant for Kidney Disease Reveals DNA Variants associated with Diabetic Nephropathy. J Am Soc Nephrol 2020; 31:309-323. [PMID: 31919106 DOI: 10.1681/asn.2019030289] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 10/19/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Several genetic susceptibility loci associated with diabetic nephropathy have been documented, but no causative variants implying novel pathogenetic mechanisms have been elucidated. METHODS We carried out whole-genome sequencing of a discovery cohort of Finnish siblings with type 1 diabetes who were discordant for the presence (case) or absence (control) of diabetic nephropathy. Controls had diabetes without complications for 15-37 years. We analyzed and annotated variants at genome, gene, and single-nucleotide variant levels. We then replicated the associated variants, genes, and regions in a replication cohort from the Finnish Diabetic Nephropathy study that included 3531 unrelated Finns with type 1 diabetes. RESULTS We observed protein-altering variants and an enrichment of variants in regions associated with the presence or absence of diabetic nephropathy. The replication cohort confirmed variants in both regulatory and protein-coding regions. We also observed that diabetic nephropathy-associated variants, when clustered at the gene level, are enriched in a core protein-interaction network representing proteins essential for podocyte function. These genes include protein kinases (protein kinase C isoforms ε and ι) and protein tyrosine kinase 2. CONCLUSIONS Our comprehensive analysis of a diabetic nephropathy cohort of siblings with type 1 diabetes who were discordant for kidney disease points to variants and genes that are potentially causative or protective for diabetic nephropathy. This includes variants in two isoforms of the protein kinase C family not previously linked to diabetic nephropathy, adding support to previous hypotheses that the protein kinase C family members play a role in diabetic nephropathy and might be attractive therapeutic targets.
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Affiliation(s)
- Jing Guo
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden.,Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Owen J L Rackham
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Niina Sandholm
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Bing He
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Anne-May Österholm
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden.,Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Erkka Valo
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Valma Harjutsalo
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland
| | - Carol Forsblom
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Iiro Toppila
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Maija Parkkonen
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland.,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Qibin Li
- Complex Disease Research Center, BGI Genomics, Shenzhen, China
| | - Wenjuan Zhu
- Complex Disease Research Center, BGI Genomics, Shenzhen, China
| | - Nathan Harmston
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore.,Science Division, Yale-National University of Singapore College, National University of Singapore, Singapore
| | - Sonia Chothani
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Miina K Öhman
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Eudora Eng
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Yang Sun
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore
| | - Enrico Petretto
- Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore; .,MRC London Institute of Medical Sciences, Imperial College London, London, United Kingdom
| | - Per-Henrik Groop
- Folkhälsan Institute of Genetics, Folkhälsan Research Centre, Helsinki, Finland; .,Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.,Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland.,Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia; and
| | - Karl Tryggvason
- Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden; .,Cardiovascular and Metabolic Disorders Programme, Duke-National University of Singapore Medical School, Singapore.,Division of Nephrology, Department of Medicine, Duke University, Durham, North Carolina
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Wium-Andersen MK, Wium-Andersen IK, Jørgensen MB, McGue M, Jørgensen TSH, Christensen K, Osler M. The association between depressive mood and ischemic heart disease: a twin study. Acta Psychiatr Scand 2019; 140:265-274. [PMID: 31306494 PMCID: PMC8039049 DOI: 10.1111/acps.13072] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 07/01/2019] [Accepted: 07/07/2019] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Individuals with mood disorders have increased risk of cardiovascular disease. The aims of this study were to evaluate if the risk of cardiovascular disease in individuals with mood disorder could be explained by shared genetic and early environmental factors. METHODS We included 6714 Danish middle and old aged twins from two large population-based studies. Cox proportional hazards regression was used to perform individual-level and intra-pair analyses of the association between self-reported depression symptomatology scores and register-based diagnoses of ischemic heart disease. RESULTS Higher depression symptomatology scores (both total, affective, and somatic) were associated with higher incidence of ischemic heart disease after multivariable adjustment in individual-level analyses. In intra-pair analyses, this association was similar but with slightly larger confidence intervals. There was no interaction with gender and no major differences between mono- or dizygotic twins. Within twin pairs, the twin scoring highest on depressive symptoms developed ischemic heart disease more often or earlier than the lower scoring twin. A sensitivity analysis including a 2-year time lag of depression symptomatology to limit the risk of reverse causality showed similar results. CONCLUSION Genetic factors and early life environment do not seem to explain the association between depressive mood and ischemic heart disease.
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Affiliation(s)
- M. K. Wium-Andersen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | | | - M. B. Jørgensen
- Psychiatric Center Copenhagen, Rigshospitalet, Copenhagen, Denmark,Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - M. McGue
- The Danish Aging Research Center and The Danish Twin Registry, Department of Public Health, University of Southern Denmark, Odense, Denmark,Department of Psychology, University of Minnesota, Minneapolis, MN, USA
| | - T. S. H. Jørgensen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark
| | - K. Christensen
- The Danish Aging Research Center and The Danish Twin Registry, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - M. Osler
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Frederiksberg, Denmark,Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark
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5
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Wall-Wieler E, Roos LL, Brownell M, Nickel N, Chateau D, Singal D. Suicide Attempts and Completions among Mothers Whose Children Were Taken into Care by Child Protection Services: A Cohort Study Using Linkable Administrative Data. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2018; 63:170-177. [PMID: 29202664 PMCID: PMC5846964 DOI: 10.1177/0706743717741058] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE The objective of this study is to examine suicide attempts and completions among mothers who had a child taken into care by child protection services (CPS). These mothers were compared with their biological sisters who did not have a child taken into care and with mothers who received services from CPS but did not have a child taken into care. METHODS A retrospective cohort of mothers whose first child was born in Manitoba, Canada, between April 1, 1992, and March 31, 2015, is used. Rates among discordant biological sisters (1872 families) were compared using fixed-effects Poisson regression models, and mothers involved with CPS (children in care [ n = 1872] and received services [ n = 9590]) were compared using a Poisson regression model. RESULTS Compared with their biological sisters and mothers who received services, the adjusted incidence rate ratio (aIRR) of death by suicide was greater among mothers whose child was taken into care by CPS (aIRR = 4.46 [95% confidence interval (CI), 1.39-14.33] and ARR = 3.45 [95% CI, 1.61-7.40], respectively). Incidence rates of suicide attempts were higher among mothers with a child taken into care compared with their sisters (aIRR = 2.15; 95% CI, 1.40-3.30) and mothers receiving services (aIRR = 2.82; 95% CI, 2.03-3.92). CONCLUSIONS Mothers who had a child taken into care had significantly higher rates of suicide attempts and completions. When children are taken into care, physician and social workers should inquire about maternal suicidal behaviour and provide appropriate mental health.
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Affiliation(s)
- Elizabeth Wall-Wieler
- 1 Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba
| | - Leslie L Roos
- 1 Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba.,2 Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba
| | - Marni Brownell
- 1 Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba.,2 Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba
| | - Nathan Nickel
- 1 Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba.,2 Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba
| | - Dan Chateau
- 1 Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba.,2 Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba
| | - Deepa Singal
- 2 Manitoba Centre for Health Policy, University of Manitoba, Winnipeg, Manitoba
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6
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Ou JY, Smits-Seemann RR, Kaul S, Fluchel MN, Sweeney C, Kirchhoff AC. Risk of hospitalization among survivors of childhood and adolescent acute lymphoblastic leukemia compared to siblings and a general population sample. Cancer Epidemiol 2017; 49:216-224. [PMID: 28734233 DOI: 10.1016/j.canep.2017.06.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 06/21/2017] [Accepted: 06/22/2017] [Indexed: 11/24/2022]
Abstract
BACKGROUND Acute Lymphoblastic Leukemia (ALL) has a high survival rate, but cancer-related late effects in the early post-treatment years need documentation. Hospitalizations are an indicator of the burden of late effects. We identify rates and risk factors for hospitalization from five to ten years after diagnosis for childhood and adolescent ALL survivors compared to siblings and a matched population sample. METHODS 176 ALL survivors were diagnosed at ≤22 years between 1998 and 2008 and treated at an Intermountain Healthcare facility. The Utah Population Database identified siblings, an age- and sex-matched sample of the Utah population, and statewide inpatient hospital discharges. Sex- and birth year-adjusted Poisson models with Generalized Estimating Equations and robust standard errors calculated rates and rate ratios. Cox proportional hazards models identified demographic and clinical risk factors for hospitalizations among survivors. RESULTS Hospitalization rates for survivors (Rate:3.76, 95% CI=2.22-6.36) were higher than siblings (Rate:2.69, 95% CI=1.01-7.18) and the population sample (Rate:1.87, 95% CI=1.13-3.09). Compared to siblings and population comparisons, rate ratios (RR) were significantly higher for survivors diagnosed between age 6 and 22 years (RR:2.87, 95% CI=1.03-7.97 vs siblings; RR:2.66, 95% CI=1.17-6.04 vs population comparisons). Rate ratios for diagnosis between 2004 and 2008 were significantly higher compared to the population sample (RR:4.29, 95% CI=1.49, 12.32), but not siblings (RR:2.73, 95% CI=0.54, 13.68). Survivors originally diagnosed with high-risk ALL did not have a significantly higher risk than siblings or population comparators. However, high-risk ALL survivors (Hazard ratio [HR]:3.36, 95% CI=1.33-8.45) and survivors diagnosed from 2004 to 2008 (HR:9.48, 95% CI=1.93-46.59) had the highest risk compared to their survivor counterparts. CONCLUSIONS Five to ten years after diagnosis is a sensitive time period for hospitalizations in the ALL population. Survivors of childhood ALL require better long-term surveillance.
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Affiliation(s)
- Judy Y Ou
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, United States; Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Utah School of Medicine, Salt Lake City, UT 84113, United States.
| | - Rochelle R Smits-Seemann
- Department of Institutional Research and Reporting, Salt Lake Community College, Salt Lake City, UT 84123, United States
| | - Sapna Kaul
- Department of Preventive Medicine and Community Health, University of Texas Medical Branch, Galveston, TX 77555, United States
| | - Mark N Fluchel
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, United States; Department of Pediatric Hematology/Oncology, Salt Lake City Primary Children's Hospital, UT 84132, United States
| | - Carol Sweeney
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, United States; Division of Epidemiology, Department of Medicine, University of Utah School of Medicine, Salt Lake City, UT 84132, United States
| | - Anne C Kirchhoff
- Cancer Control and Population Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, United States; Department of Pediatrics, Division of Pediatric Hematology/Oncology, University of Utah School of Medicine, Salt Lake City, UT 84113, United States
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