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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] [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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Cole PD, Finkelstein Y, Stevenson KE, Blonquist TM, Vijayanathan V, Silverman LB, Neuberg DS, Sallan SE, Robaey P, Waber DP. Polymorphisms in Genes Related to Oxidative Stress Are Associated With Inferior Cognitive Function After Therapy for Childhood Acute Lymphoblastic Leukemia. J Clin Oncol 2015; 33:2205-11. [PMID: 25987702 DOI: 10.1200/jco.2014.59.0273] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
PURPOSE Survivors of childhood acute lymphoblastic leukemia (ALL) exhibit increased rates of neurocognitive deficits. This study was conducted to test whether interpatient variability in neurocognitive outcomes can be explained by polymorphisms in candidate genes conferring susceptibility to neurocognitive decline. METHODS Neurocognitive testing was conducted in 350 pediatric leukemia survivors, treated on Dana-Farber Cancer Institute ALL Consortium Protocols 95-01 or 00-01. Genomic DNA was isolated from bone marrow collected at remission. Candidate polymorphisms were selected on the basis of prior literature, targeting genes related to drug metabolism, oxidative damage, altered neurotransmission, neuroinflammation, and folate physiology. Single nucleotide polymorphisms were detected using either a customized multiplexed Sequenom MassARRAY assay or polymerase chain reaction-based allelic discrimination assays. Multivariable logistic regression models were used to estimate the effects of genotype on neurocognitive outcomes, adjusted for the effects of demographic and treatment variables. False-discovery rate correction was made for multiple hypothesis testing, indicated as a Q value. RESULTS Inferior cognitive or behavioral outcomes were associated with polymorphisms in three genes related to oxidative stress and/or neuroinflammation: NOS3 (IQ, Q = 0.008; Vocabulary Q = 0.011; Matrix Reasoning Q = 0.008), SLCO2A1 (IQ Q = 0.043; Digit Span Q = 0.006; Block Design Q = 0.076), and COMT (Behavioral Assessment System for Children-2 Attention Q = 0.080; and Hyperactivity Q = 0.084). Survivors homozygous for NOS3 894T, with at least one SLCO2A1 variant G allele or with at least one GSTP1 variant allele, had lower mean estimated IQ scores than those without these genotypes. CONCLUSION These data are consistent with the hypothesis that oxidative damage contributes to chemotherapy-associated neurocognitive decline among children with leukemia.
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Affiliation(s)
- Peter D Cole
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA.
| | - Yaron Finkelstein
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Kristen E Stevenson
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Traci M Blonquist
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Veena Vijayanathan
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Lewis B Silverman
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Donna S Neuberg
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Stephen E Sallan
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Philippe Robaey
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
| | - Deborah P Waber
- Peter D. Cole, Veena Vijayanathan, Albert Einstein College of Medicine, Bronx, NY; Yaron Finkelstein, Hospital for Sick Children, University of Toronto, Toronto; Philippe Robaey, Children's Hospital of Eastern Ontario, Ottawa, Ontario, Canada; Kristen E. Stevenson, Traci M. Blonquist, Donna S. Neuberg, Dana-Farber Cancer Institute (DFCI); Lewis B. Silverman, Stephen E. Sallan, DFCI, Boston Children's Hospital, Harvard Medical School; and Deborah P. Waber, DFCI, Harvard Medical School, Boston, MA
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van der Plas E, Nieman BJ, Butcher DT, Hitzler JK, Weksberg R, Ito S, Schachar R. Neurocognitive Late Effects of Chemotherapy in Survivors of Acute Lymphoblastic Leukemia: Focus on Methotrexate. JOURNAL OF THE CANADIAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY = JOURNAL DE L'ACADEMIE CANADIENNE DE PSYCHIATRIE DE L'ENFANT ET DE L'ADOLESCENT 2015; 24:25-32. [PMID: 26336377 PMCID: PMC4357331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/08/2013] [Accepted: 07/30/2014] [Indexed: 06/05/2023]
Abstract
Childhood cancer survivors frequently experience long-lasting consequences of chemotherapy on health outcomes. Neurocognitive late effects of chemotherapy occur in 40 - 60% of acute lymphoblastic leukemia (ALL) survivors. These deficits affect mental health, school performance, job success, and are associated with poor quality of life, therefore presenting a clinical challenge for psychiatrists. However, not all cancer survivors are impacted by treatment in the same manner and emerging evidence suggests that genetic variation may modulate neurocognitive outcomes. Much like other complex psychopathologies, neurocognitive deficits in cancer survivors are the result of complex interactions between genetic and environmental variables. This review describes adverse neurocognitive outcomes observed in survivors of acute lymphoblastic leukemia (ALL) and discusses genetic variability in biochemical pathways targeted by chemotherapeutic agents as a possible mechanism contributing to psychopathology in ALL survivors.
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Affiliation(s)
- Ellen van der Plas
- Psychiatry Department, The Hospital for Sick Children, Toronto, Ontario
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario
| | - Brian J. Nieman
- Mouse Imaging Centre, The Hospital for Sick Children, Toronto, Ontario
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario
| | - Darci T. Butcher
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario
| | - Johann K. Hitzler
- Division of Haematology/Oncology and Cancer and Blood, Department of Pediatrics, the Hospital for Sick Children, Toronto, Ontario
| | - Rosanna Weksberg
- Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario
- Division of Clinical and Metabolic Genetics, Department of Paediatrics, the Hospital for Sick Children, Toronto, Ontario
- Institute of Medical Science, The University of Toronto, Toronto, Ontario
| | - Shinya Ito
- Division of Clinical Pharmacology and Toxicology, Department of Paediatrics, the Hospital for Sick Children, Toronto, Ontario
| | - Russell Schachar
- Psychiatry Department, The Hospital for Sick Children, Toronto, Ontario
- Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Ontario
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Kamdar KY, Krull KR, El-Zein RA, Brouwers P, Potter BS, Harris LL, Holm S, Dreyer Z, Scaglia F, Etzel CJ, Bondy M, Okcu MF. Folate pathway polymorphisms predict deficits in attention and processing speed after childhood leukemia therapy. Pediatr Blood Cancer 2011; 57:454-60. [PMID: 21618410 PMCID: PMC3134130 DOI: 10.1002/pbc.23162] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2010] [Accepted: 03/23/2011] [Indexed: 12/23/2022]
Abstract
BACKGROUND Neurocognitive impairment occurs in 20-40% of childhood acute lymphoblastic leukemia (ALL) survivors, possibly mediated by folate depletion and homocysteine elevation following methotrexate treatment. We evaluated the relationship between folate pathway polymorphisms and neurocognitive impairment after childhood ALL chemotherapy. PROCEDURE Seventy-two childhood ALL survivors treated with chemotherapy alone underwent a neurocognitive battery consisting of: Trail Making Tests A (TMTA) and B (TMTB), Grooved Pegboard Test Dominant-Hand and Nondominant-Hand, Digit Span subtest, and Verbal Fluency Test. We performed genotyping for: 10-methylenetetrahydrofolate reductase (MTHFR 677C>T and MTHFR 1298A>C), serine hydroxymethyltransferase (SHMT 1420C>T), methionine synthase (MS 2756 A>G), methionine synthase reductase (MTRR 66A>G), and thymidylate synthase (TSER). Student's two sample t-test and analysis of covariance were used to compare test scores by genotype. RESULTS General impairment on the neurocognitive battery was related to MTHFR 1298A>C (P = 0.03) and MS 2756A>G (P = 0.05). Specifically, survivors with MTHFR 1298AC/CC genotypes scored, on average, 13 points lower on TMTB than those with MTHFR 1298AA genotype (P = 0.001). The MS 2756AA genotype was associated with a 12.2 point lower mean TMTA score, compared to MS 2756 AG/GG genotypes (P = 0.01). The TSER 2R/3R and 3R/3R genotypes were associated with an 11.4 point lower mean score on TMTB, compared to the TSER 2R/2R genotype (P = 0.03). Survivors with ≥6 folate pathway risk alleles demonstrated a 9.5 point lower mean TMTA score (P = 0.06) and 14.5 point lower TMTB score (P = 0.002) than survivors with <6 risk alleles. CONCLUSIONS Folate pathway polymorphisms are associated with deficits in attention and processing speed after childhood ALL therapy.
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Affiliation(s)
- Kala Y. Kamdar
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX, Childhood Cancer Epidemiology and Prevention Center, Houston, TX
| | - Kevin R. Krull
- Department of Epidemiology & Cancer Control, St. Jude Children's Research Hospital, Memphis, TN
| | - Randa A. El-Zein
- Childhood Cancer Epidemiology and Prevention Center, Houston, TX, Department of Epidemiology, University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Pim Brouwers
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX, Division of AIDS Research, NIMH, Rockville, MD
| | - Brian S. Potter
- Department of Pediatrics, The Ohio State University, Columbus, OH
| | - Lynnette L. Harris
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX
| | - Suzanne Holm
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX
| | - ZoAnn Dreyer
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX
| | - Fernando Scaglia
- Department of Molecular and Human Genetics, Baylor College of Medicine, Texas Children's Hospital, Houston, TX
| | - Carol J. Etzel
- Department of Epidemiology, University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Melissa Bondy
- Childhood Cancer Epidemiology and Prevention Center, Houston, TX, Department of Epidemiology, University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - M. Fatih Okcu
- Department of Pediatrics, Baylor College of Medicine, Texas Children's Cancer Center, Houston, TX, Childhood Cancer Epidemiology and Prevention Center, Houston, TX
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