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Systemic Biological Mechanisms of Neurocognitive Dysfunction in Long-Term Survivors of Childhood Hodgkin Lymphoma

Williams, AnnaLynn M., Liu, Wei, Ehrhardt, Matthew J., Mirzaei Salehabadi, Sedigheh, Panoskaltsis-Mortari, Angela, Phillips, Nicholas S., Mulrooney, Daniel A., Flerlage, Jamie E., Yasui, Yutaka, Srivastava, Deokumar, Robison, Leslie L., Hudson, Melissa M., Ness, Kirsten K., Sabin, Noah D., Krull, Kevin R.·2024·Clinical Cancer Research

Published version of a preprint

Abstract

Purpose: Hodgkin lymphoma (HL) survivors experience neurocognitive impairment despite receiving no central nervous system–directed therapy, though little is known about the underlying mechanisms. Experimental Design: HL survivors (n = 197) and age-, sex- and race/ethnicity frequency-matched community controls (n = 199) underwent standardized neurocognitive testing, and serum collection. Luminex multiplex or ELISA assays measured markers of inflammation and oxidative stress. Linear regression models compared biomarker concentrations between survivors and controls and with neurocognitive outcomes, adjusting for age, sex, race, body mass index, anti-inflammatory medication, and recent infections. Results: HL survivors [mean (SD) current age 36 (8) years, 22 (8) years after diagnosis] demonstrated higher concentrations of interleukin-6 (IL6), high-sensitivity c-reactive protein (hs-CRP), oxidized low-density lipoprotein, and glutathione peroxidase (GPx), compared with controls (P’s < 0.001). Among survivors, higher concentrations of IL6 were associated with worse visuomotor processing speed (P = 0.046). hs-CRP ≥3 mg/L was associated with worse attention, processing speed, memory, and executive function (P’s < 0.05). Higher concentrations of malondialdehyde were associated with worse focused attention and visual processing speed (P’s < 0.05). Homocysteine was associated with worse short-term recall (P = 0.008). None of these associations were statistically significant among controls. Among survivors, hs-CRP partially mediated associations between cardiovascular or endocrine conditions and visual processing speed, whereas IL6 partially mediated associations between pulmonary conditions and visuomotor processing speed. Conclusions: Neurocognitive function in long-term survivors of HL appears to be associated with inflammation and oxidative stress, both representing potential targets for future intervention trials.

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Research works printed but not linked: 48

  1. Ahles, 2018, New challenges in psycho-oncology research IV: cognition and cancer: conceptual and methodological issues and future directions, Psychooncology, 27, 3, 10.1002/pon.4564 · DOI
  2. Krull, 2012, Neurocognitive function and CNS integrity in adult survivors of childhood Hodgkin lymphoma, J Clin Oncol, 30, 3618, 10.1200/JCO.2012.42.6841 · DOI
  3. Williams, 2022, Modifiable risk factors for neurocognitive and psychosocial problems after Hodgkin lymphoma, Blood, 139, 3073, 10.1182/blood.2021013167 · DOI
  4. Williams, 2021, Biomarkers of cognitive impairment in pediatric cancer survivors, J Clin Oncol, 39, 1766, 10.1200/JCO.20.02436 · DOI
  5. Ahles, 2007, Candidate mechanisms for chemotherapy-induced cognitive changes, Nat Rev Cancer, 7, 192, 10.1038/nrc2073 · DOI
  6. Cheung, 2015, Association of proinflammatory cytokines and chemotherapy-associated cognitive impairment in breast cancer patients: a multi-centered, prospective, cohort study, Ann Oncol, 26, 1446, 10.1093/annonc/mdv206 · DOI
  7. Williams, 2018, Associations between inflammatory markers and cognitive function in breast cancer patients receiving chemotherapy, J Neuroimmunol, 314, 17, 10.1016/j.jneuroim.2017.10.005 · DOI
  8. Ren, 2019, Plausible biochemical mechanisms of chemotherapy-induced cognitive impairment (“chemobrain”), a condition that significantly impairs the quality of life of many cancer survivors, Biochim Biophys Acta Mol Basis Dis, 1865, 1088, 10.1016/j.bbadis.2019.02.007 · DOI
  9. Meyers, 2005, Cognitive impairment, fatigue, and cytokine levels in patients with acute myelogenous leukemia or myelodysplastic syndrome, Cancer, 104, 788, 10.1002/cncr.21234 · DOI
  10. Patel, 2015, Inflammatory biomarkers, comorbidity, and neurocognition in women with newly diagnosed breast cancer, J Natl Cancer Inst, 107, djv131, 10.1093/jnci/djv131 · DOI
  11. Myers, 2008, Neurotoxicology of chemotherapy in relation to cytokine release, the blood–brain barrier, and cognitive impairment, Oncol Nurs Forum, 35, 916, 10.1188/08.ONF.916-920 · DOI
  12. Schrepf, 2015, Pre-treatment effects of peripheral tumors on brain and behavior: neuroinflammatory mechanisms in humans and rodents, Brain Behav Immun, 49, 1, 10.1016/j.bbi.2015.04.010 · DOI
  13. Mariani, 2005, Oxidative stress in brain aging, neurodegenerative and vascular diseases: an overview, J Chromatogr B Analyt Technol Biomed Life Sci, 827, 65, 10.1016/j.jchromb.2005.04.023 · DOI
  14. Williams, 2021, Childhood neurotoxicity and brain resilience to adverse events during adulthood, Ann Neurol, 89, 534, 10.1002/ana.25981 · DOI
  15. Cheung, 2018, Chronic health conditions and neurocognitive function in aging survivors of childhood cancer: a report from the childhood cancer survivor study, J Natl Cancer Inst, 110, 411, 10.1093/jnci/djx224 · DOI
  16. Phillips, 2023, Neurocognitive impairment associated with chronic morbidity in long-term survivors of hodgkin lymphoma, Blood Adv, 7, 7270, 10.1182/bloodadvances.2023010567 · DOI
  17. Vasan, 2006, Biomarkers of cardiovascular disease: molecular basis and practical considerations, Circulation, 113, 2335, 10.1161/CIRCULATIONAHA.104.482570 · DOI · Paper page
  18. Pearson, 2003, Markers of inflammation and cardiovascular disease: application to clinical and public health practice: a statement for healthcare professionals from the Centers for Disease Control and Prevention and the American Heart Association, Circulation, 107, 499, 10.1161/01.CIR.0000052939.59093.45 · DOI · Paper page
  19. Delaney, 2021, Progression of frailty in survivors of childhood cancer: a St. Jude lifetime cohort report, J Natl Cancer Inst, 113, 1415, 10.1093/jnci/djab033 · DOI
  20. Bhakta, 2016, Cumulative burden of cardiovascular morbidity in paediatric, adolescent, and young adult survivors of Hodgkin's lymphoma: an analysis from the St Jude lifetime cohort study, Lancet Oncol, 17, 1325, 10.1016/S1470-2045(16)30215-7 · DOI
  21. Williams, 2021, Rethinking success in pediatric oncology: beyond 5-year survival, J Clin Oncol, 39, 2227, 10.1200/JCO.20.03681 · DOI
  22. Howell, 2020, Cohort profile: the St. Jude lifetime cohort study (SJLIFE) for paediatric cancer survivors, Int J Epidemiol, 50, 39, 10.1093/ije/dyaa203 · DOI
  23. Woodcock, 2001, Woodcock-Johnson III Tests of Achievement
  24. Tombaugh, 2004, Trail making Test A and B: normative data stratified by age and education, Arch Clin Neuropsychol, 19, 203, 10.1016/S0887-6177(03)00039-8 · DOI · Paper page
  25. Conners, 2003, Conners' Continuous Performance Test
  26. Wechsler, 1999, Abbreviated Scale of Intelligence
  27. Strauss, 2006, A Compendium of Neuropsychological Tests: Administration, Norms, and Commentary, 3rd ed.
  28. Wechsler, 2008, Wechsler Adult Intelligence Scale
  29. Delis, 2000, California Verbal Learning Test, 2nd ed. (CVLT-II)
  30. Hudson, 2011, Prospective medical assessment of adults surviving childhood cancer: study design, cohort characteristics, and feasibility of the St. Jude lifetime cohort study, Pediatr Blood Cancer, 56, 825, 10.1002/pbc.22875 · DOI
  31. van der Velpen, 2017, Hemodynamic and serum cardiac markers and risk of cognitive impairment and dementia, Alzheimers Dement, 13, 441, 10.1016/j.jalz.2016.09.004 · DOI
  32. Beydoun, 2018, Systemic inflammation is associated with longitudinal changes in cognitive performance among urban adults, Front Aging Neurosci, 10, 313, 10.3389/fnagi.2018.00313 · DOI
  33. Ganz, 2013, Does tumor necrosis factor-alpha (TNF-alpha) play a role in post-chemotherapy cerebral dysfunction?, Brain Behav Immun, 30, S99, 10.1016/j.bbi.2012.07.015 · DOI
  34. Chang, 2014, The roles of biomarkers of oxidative stress and antioxidant in Alzheimer's disease: a systematic review, Biomed Res Int, 2014, 182303, 10.1155/2014/182303 · DOI
  35. Pomykala, 2013, The association between pro-inflammatory cytokines, regional cerebral metabolism, and cognitive complaints following adjuvant chemotherapy for breast cancer, Brain Imaging Behav, 7, 511, 10.1007/s11682-013-9243-2 · DOI
  36. Hudson, 2017, Approach for classification and severity grading of long-term and late-onset health events among childhood cancer survivors in the St. Jude lifetime cohort, Cancer Epidemiol Biomarkers Prev, 26, 666, 10.1158/1055-9965.EPI-16-0812 · DOI
  37. Fontes, 2013, Clinical correlates of change in inflammatory biomarkers: the framingham heart study, Atherosclerosis, 228, 217, 10.1016/j.atherosclerosis.2013.01.019 · DOI
  38. Frijhoff, 2015, Clinical relevance of biomarkers of oxidative stress, Antioxid Redox Signal, 23, 1144, 10.1089/ars.2015.6317 · DOI
  39. Friedman, 2010, Regularization paths for generalized linear models via coordinate descent, J Stat Softw, 33, 1, 10.18637/jss.v033.i01 · DOI · Paper page
  40. Cheung, 2017, Impact of sleep, fatigue, and systemic inflammation on neurocognitive and behavioral outcomes in long-term survivors of childhood acute lymphoblastic leukemia, Cancer, 123, 3410, 10.1002/cncr.30742 · DOI
  41. Kesler, 2013, Reduced hippocampal volume and verbal memory performance associated with interleukin-6 and tumor necrosis factor-alpha levels in chemotherapy-treated breast cancer survivors, Brain Behav Immun, 30, S109, 10.1016/j.bbi.2012.05.017 · DOI
  42. Lyon, 2016, Relationship of systemic cytokine concentrations to cognitive function over two years in women with early stage breast cancer, J Neuroimmunol, 301, 74, 10.1016/j.jneuroim.2016.11.002 · DOI
  43. Janelsins, 2021, Phase II study of exercise and low-dose ibuprofen for cancer-related cognitive impairment (CRCI) during chemotherapy, J Clin Oncol, 39, 12016, 10.1200/JCO.2021.39.15_suppl.12016 · DOI
  44. Krull, 2013, Genetic mediators of neurocognitive outcomes in survivors of childhood acute lymphoblastic leukemia, J Clin Oncol, 31, 2182, 10.1200/JCO.2012.46.7944 · DOI
  45. Cole, 2015, Polymorphisms in genes related to oxidative stress are associated with inferior cognitive function after therapy for childhood acute lymphoblastic leukemia, J Clin Oncol, 33, 2205, 10.1200/JCO.2014.59.0273 · DOI
  46. Krull, 2016, Chemotherapy pharmacodynamics and neuroimaging and neurocognitive outcomes in long-term survivors of childhood acute lymphoblastic leukemia, J Clin Oncol, 34, 2644, 10.1200/JCO.2015.65.4574 · DOI · Paper page
  47. Jiang, 2021, Current progress on the mechanisms of hyperhomocysteinemia-induced vascular injury and use of natural polyphenol compounds, Eur J Pharmacol, 905, 174168, 10.1016/j.ejphar.2021.174168 · DOI
  48. Wyse, 2021, Homocysteine and gliotoxicity, Neurotox Res, 39, 966, 10.1007/s12640-021-00359-5 · DOI

Metadata

Authors
Williams, A. M., Liu, W., Ehrhardt, M. J., Mirzaei Salehabadi, S., Panoskaltsis-Mortari, A., Phillips, N. S., Mulrooney, D. A., Flerlage, J. E., Yasui, Y., Srivastava, D., Robison, L. L., Hudson, M. M., Ness, K. K., Sabin, N. D., & Krull, K. R.
Venue
Clinical Cancer Research
Published
2024-02-21
Volume
30
Issue
9
Pages
1822-1832
ISSN
  • 1078-0432
  • 1557-3265
Cited by
7
References
1
Language
en
Funders
  • National Cancer Institute (K00CA222742, K99CA256356, R01CA174794, U01CA195547)
  • American Lebanese Syrian Associated Charities

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