1
|
Mishra P, Bhurani D, Khan MA, Nidhi. Deranged cytokine levels are linked to cancer-related cognitive impairment in lymphoma patients receiving R-CHOP chemotherapy. Leuk Lymphoma 2024:1-13. [PMID: 39545327 DOI: 10.1080/10428194.2024.2424373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 10/14/2024] [Accepted: 10/25/2024] [Indexed: 11/17/2024]
Abstract
Cancer-related cognitive impairment (CRCI) is a significant issue commonly observed following chemotherapy treatment. The study aimed to investigate the changes in cognitive function and their association with IL-6, IL-1β, and IL-10 levels before and after R-CHOP chemotherapy over six cycles. Seventy chemotherapy naïve, newly diagnosed lymphoma patients were enrolled. Cognitive functions and inflammatory cytokines were assessed at baseline (TP1), after 3rd cycle (TP2), and after 6th cycle (TP3). Patients, with mean age of 44.17 ± 13.67 years, showed significantly increased levels of IL-6 and IL-1β and decreased IL-10 levels over time (p < .001). On the Montreal Cognitive Assessment (MoCA), scores of domains such as executive functioning (p = .002), attention (p < .001), language (p < .001), recall (p = .005), and orientation (p < .001) significantly decreased post six cycles of R-CHOP chemotherapy. Correlation analysis at TP2 indicated a positive association between elevated IL-6 levels with a decrease in MoCA scores indicating a decline in cognitive function (ρ = 0.68, p < .001). At TP3, no association of MoCA scores with IL-6 and IL-1β was observed. Decreased IL-10 levels showed a weak association with decreased MoCA scores at TP2 and TP3 (ρ = 0.2, p = .09; for TP3, ρ = 0.16, p = .17), but this was not significant. In summary, the findings of the present study highlight significant cognitive decline and changes in inflammatory cytokine levels following six cycles of R-CHOP. Objective cognitive assessments may be done to detect CRCI in patients treated with R-CHOP.
Collapse
Affiliation(s)
- Pinki Mishra
- Department of Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, India
| | - Dinesh Bhurani
- Department of Hemato-Oncology and Bone Marrow Transplant, Rajiv Gandhi Cancer Institute and Research Centre, Rohini, India
| | - Mohd Ashif Khan
- Department of Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, India
| | - Nidhi
- Department of Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, India
| |
Collapse
|
2
|
Mohamed M, Ahmed M, Williams AM, Gilmore N, Lin PJ, Yilmaz S, Jensen-Battaglia M, Mustian K, Janelsins M, Mohile S. A scoping review evaluating physical and cognitive functional outcomes in cancer survivors treated with chemotherapy: charting progress since the 2018 NCI think tank on cancer and aging phenotypes. J Cancer Surviv 2024; 18:1089-1130. [PMID: 38743185 PMCID: PMC11324695 DOI: 10.1007/s11764-024-01589-0] [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: 10/16/2023] [Accepted: 04/04/2024] [Indexed: 05/16/2024]
Abstract
PURPOSE The primary goal of this scoping review was to summarize the literature published after the 2018 National Cancer Institute think tank, "Measuring Aging and Identifying Aging Phenotypes in Cancer Survivors," on physical and cognitive functional outcomes among cancer survivors treated with chemotherapy. We focused on the influence of chemotherapy on aging-related outcomes (i.e., physical functional outcomes, cognitive functional outcomes, and frailty), given the known associations between chemotherapy and biologic mechanisms that affect aging-related physiologic processes. METHODS A search was conducted across electronic databases, including PubMed, Scopus, and Web of Science, for manuscripts published between August 2018 and July 2023. Eligible studies: 1) included physical function, cognitive function, and/or frailty as outcomes; 2) included cancer survivors (as either the whole sample or a subgroup); 3) reported on physical or cognitive functional outcomes and/or frailty related to chemotherapy treatment (as either the whole sample or a subgroup); and 4) were observational in study design. RESULTS The search yielded 989 potentially relevant articles, of which 65 met the eligibility criteria. Of the 65 studies, 49 were longitudinal, and 16 were cross-sectional; 30 studies (46%) focused on breast cancer, 20 studies (31%) focused on the age group 60 + years, and 17 (26%) focused on childhood cancer survivors. With regards to outcomes, 82% of 23 studies reporting on physical function showed reduced physical function, 74% of 39 studies reporting on cognitive functional outcomes found reduced cognitive function, and 80% of 15 studies reporting on frailty found increasing frailty among cancer survivors treated with chemotherapy over time and/or compared to individuals not treated with chemotherapy. Fourteen studies (22%) evaluated biologic mechanisms and their relationship to aging-related outcomes. Inflammation was consistently associated with worsening physical and cognitive functional outcomes and epigenetic age increases. Further, DNA damage was consistently associated with worse aging-related outcomes. CONCLUSION Chemotherapy is associated with reduced physical function, reduced cognitive function, and an increase in frailty in cancer survivors; these associations were demonstrated in longitudinal and cross-sectional studies. Inflammation and epigenetic age acceleration are associated with worse physical and cognitive function; prospective observational studies with multiple time points are needed to confirm these findings. IMPLICATIONS FOR CANCER SURVIVORS This scoping review highlights the need for interventions to prevent declines in physical and cognitive function in cancer survivors who have received chemotherapy.
Collapse
Affiliation(s)
- Mostafa Mohamed
- Department of Medicine, University of Rochester, Rochester, NY, USA
| | - Mustafa Ahmed
- Department of Medicine, University of Rochester, Rochester, NY, USA
| | | | - Nikesha Gilmore
- Department of Surgery, University of Rochester, Rochester, NY, USA
| | - Po-Ju Lin
- Department of Surgery, University of Rochester, Rochester, NY, USA
| | - Sule Yilmaz
- Department of Surgery, University of Rochester, Rochester, NY, USA
| | | | - Karen Mustian
- Department of Surgery, University of Rochester, Rochester, NY, USA
| | | | - Supriya Mohile
- Department of Medicine, University of Rochester, Rochester, NY, USA.
- Wilmot Cancer Institute, 601 Elmwood Avenue, Box 702, Rochester, NY, 14642, USA.
| |
Collapse
|
3
|
Huang LW, Shi Y, Boscardin WJ, Steinman MA. Cognitive Trajectories in Older Adults Diagnosed With Hematologic Malignant Neoplasms. JAMA Netw Open 2024; 7:e2431057. [PMID: 39212987 PMCID: PMC11365001 DOI: 10.1001/jamanetworkopen.2024.31057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/01/2024] [Indexed: 09/04/2024] Open
Abstract
Importance More people are surviving long-term after diagnosis with hematologic malignant neoplasm (HMN), yet there are limited data on cancer-related cognitive impairment in people with HMN. Better understanding cognitive outcomes after HMN in older adults is important for patient counseling and management. Objective To model cognitive trajectories and rates of cognitive decline before and after HMN diagnosis in older adults compared with a matched noncancer cohort. Design, Setting, and Participants In this population-based cohort study, older adults from the Health and Retirement Study (HRS) diagnosed with HMN between 1998 and 2016 after age 65 years were matched 1:3 to participants without cancer from the same HRS wave using propensity scores incorporating variables relevant to cognition. Cognitive trajectories were modeled with piecewise linear splines, and rates of cognitive decline before, during, and after diagnosis were compared in the 2 groups. Data were analyzed from April 2022 to April 2024. Exposures HMN diagnosis by Medicare diagnosis codes. Main Outcomes and Measures Cognitive function was assessed by the Langa-Weir cognitive summary score from 1992 to 2020. Sociodemographic and health-related variables relevant to cognition were incorporated into propensity scores. Results At baseline, there were 668 participants in the HMN cohort (mean [SD] age, 76.8 [7.6] years; 343 [51.3%] male; 72 [10.8%] Black, 33 [4.9%] Hispanic, and 585 [87.6%] White) and 1994 participants in the control cohort (mean [SD] age, 76.5 [7.3] years; 1020 [51.2%] male; 226 [11.3%] Black, 91 [4.6%] Hispanic, and 1726 [86.6%] White). The HMN cohort consisted predominantly of more indolent diagnoses, and only 96 patients (14.4%) received chemotherapy. Before and in the 2 years around the time of diagnosis, the HMN and control cohorts had similar rates of cognitive decline. At 1 year postdiagnosis and beyond, the rate of cognitive decline was slower in the HMN cohort (-0.18; 95% CI, -0.23 to -0.14) than in the control group (-0.24; 95% CI, -0.26 to -0.23) (P = .02), but this difference was no longer significant after accounting for the competing risk of death (HMN group, -0.27; 95% CI, -0.34 to -0.19; control group, -0.30; 95% CI, -0.33 to -0.27; P = .48). Conclusions and Relevance In this cohort study of older adults, the HMN and matched noncancer control cohorts had similar rates of cognitive decline before, during, and after diagnosis after accounting for the competing risk of death.
Collapse
Affiliation(s)
- Li-Wen Huang
- Division of Hematology/Oncology, Department of Medicine, San Francisco Veterans Affairs Medical Center, California
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco
| | - Ying Shi
- Division of Geriatrics, University of California San Francisco
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - W. John Boscardin
- Division of Geriatrics, University of California San Francisco
- San Francisco Veterans Affairs Health Care System, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California San Francisco
| | - Michael A. Steinman
- Division of Geriatrics, University of California San Francisco
- San Francisco Veterans Affairs Health Care System, San Francisco, California
| |
Collapse
|
4
|
Islam M, Behura SK. Molecular Regulation of Fetal Brain Development in Inbred and Congenic Mouse Strains Differing in Longevity. Genes (Basel) 2024; 15:604. [PMID: 38790233 PMCID: PMC11121069 DOI: 10.3390/genes15050604] [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: 04/19/2024] [Revised: 05/04/2024] [Accepted: 05/08/2024] [Indexed: 05/26/2024] Open
Abstract
The objective of this study was to investigate gene regulation of the developing fetal brain from congenic or inbred mice strains that differed in longevity. Gene expression and alternative splice variants were analyzed in a genome-wide manner in the fetal brain of C57BL/6J mice (long-lived) in comparison to B6.Cg-Cav1tm1Mls/J (congenic, short-lived) and AKR/J (inbred, short-lived) mice on day(d) 12, 15, and 17 of gestation. The analysis showed a contrasting gene expression pattern during fetal brain development in these mice. Genes related to brain development, aging, and the regulation of alternative splicing were significantly differentially regulated in the fetal brain of the short-lived compared to long-lived mice during development from d15 and d17. A significantly reduced number of splice variants was observed on d15 compared to d12 or d17 in a strain-dependent manner. An epigenetic clock analysis of d15 fetal brain identified DNA methylations that were significantly associated with single-nucleotide polymorphic sites between AKR/J and C57BL/6J strains. These methylations were associated with genes that show epigenetic changes in an age-correlated manner in mice. Together, the finding of this study suggest that fetal brain development and longevity are epigenetically linked, supporting the emerging concept of the early-life origin of longevity.
Collapse
Affiliation(s)
- Maliha Islam
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA
| | - Susanta K. Behura
- Division of Animal Sciences, University of Missouri, Columbia, MO 65211, USA
- MU Institute for Data Science and Informatics, University of Missouri, Columbia, MO 65211, USA
- Interdisciplinary Reproduction and Health Group, University of Missouri, Columbia, MO 65211, USA
- Interdisciplinary Neuroscience Program, University of Missouri, Columbia, MO 65211, USA
| |
Collapse
|
5
|
Joshi R, Garg A, Khan Z, Bhurani D, Nidhi, Khan MA. Short-Term Impact of Hematopoietic Stem Cell Transplantation on Depressive Behavior, Cognition and Quality of Life in Leukemia Patients. Indian J Hematol Blood Transfus 2024; 40:83-90. [PMID: 38312172 PMCID: PMC10831021 DOI: 10.1007/s12288-023-01653-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 03/25/2023] [Indexed: 02/06/2024] Open
Abstract
Hematopoietic stem cell transplantation (HSCT) or Bone Marrow Transplantation (BMT) has significantly improved the survival rates of patients suffering from hematological malignancies. However, the cure can only be achieved at the price of morbidity and long-term complications. Thus, this study aimed to evaluate the short-term effect of HSCT on depressive behavior, cognition, and quality of life (QoL) in leukemia patients. Sixty patients were included in this prospective observational study. The current study assessed depression using Patient Health Questionnaire (PHQ-9) scale, cognition using Montreal Cognitive Assessment (MOCA) scale and QoL using European Organization for the Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ C30) before 7 days of the therapy i.e., preconditioning/baseline (TP1) and after 30 days of the treatment (TP2) in leukemia patients undergoing HSCT. At TP2, there was a significant improvement in PHQ-9 (p = 0.001), MOCA (p < 0.0001), functional scale (p < 0.0001) and global health & QoL scale (p = 0.001) of EORTC QLQ C30 scores whereas there was a significant decrease in symptom scale of EORTC QLQ C30 score (p = 0.005). Furthermore, at TP2 a statistically significant (p < 0.05) negative correlation was observed between MOCA and symptom scale of EORTC QLQ C30 after Pearson correlation analysis. In conclusion, post-30 days of HSCT there was alleviation in depressive behavior, cognition, and QoL in leukemia patients compared to before therapy. Graphical abstract
Collapse
Affiliation(s)
- Rhythm Joshi
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062 India
| | - Aakriti Garg
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062 India
- Department of Pharmacology, School of Pharmaceutical Education and Research, Jamia Hamdard, New Delhi, 110062 India
| | - Zehva Khan
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062 India
| | - Dinesh Bhurani
- Department of Hemato-Oncology and Bone Marrow Transplantation, Rajiv Gandhi Cancer Institute and Research Centre, Rohini, New Delhi, 110085 India
| | - Nidhi
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062 India
| | - Mohd Ashif Khan
- Centre for Translational and Clinical Research, School of Chemical and Life Sciences, Jamia Hamdard, New Delhi, 110062 India
| |
Collapse
|
6
|
Franco-Rocha OY, Lewis KA, Longoria KD, De La Torre Schutz A, Wright ML, Kesler SR. Cancer-related cognitive impairment in racial and ethnic minority groups: a scoping review. J Cancer Res Clin Oncol 2023; 149:12561-12587. [PMID: 37432455 DOI: 10.1007/s00432-023-05088-0] [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: 04/19/2023] [Accepted: 06/30/2023] [Indexed: 07/12/2023]
Abstract
PURPOSE Disparities in cognitive function among racial and ethnic groups have been reported in non-cancer conditions, but cancer-related cognitive impairment (CRCI) in racial and ethnic minority groups is poorly understood. We aimed to synthesize and characterize the available literature about CRCI in racial and ethnic minority populations. METHODS We conducted a scoping review in the PubMed, PsycInfo, and Cumulative Index to Nursing and Allied Health Literature databases. Articles were included if they were published in English or Spanish, reported cognitive functioning in adults diagnosed with cancer, and characterized the race or ethnicity of the participants. Literature reviews, commentaries, letters to the editor, and gray literature were excluded. RESULTS Seventy-four articles met the inclusion criteria, but only 33.8% differentiated the CRCI findings by racial or ethnic subgroups. There were associations between cognitive outcomes and the participants' race or ethnicity. Additionally, some studies found that Black and non-white individuals with cancer were more likely to experience CRCI than their white counterparts. Biological, sociocultural, and instrumentation factors were associated with CRCI differences between racial and ethnic groups. CONCLUSIONS Our findings indicate that racial and ethnic minoritized individuals may be disparately affected by CRCI. Future research should use standardized guidelines for measuring and reporting the self-identified racial and ethnic composition of the sample; differentiate CRCI findings by racial and ethnic subgroups; consider the influence of structural racism in health outcomes; and develop strategies to promote the participation of members of racial and ethnic minority groups.
Collapse
Affiliation(s)
- Oscar Y Franco-Rocha
- School of Nursing, University of Texas at Austin, 1710 Red River St, Austin, TX, USA.
| | - Kimberly A Lewis
- School of Nursing, University of Texas at Austin, 1710 Red River St, Austin, TX, USA
- Department of Physiological Nursing, School of Nursing, University of California, San Francisco, San Francisco, CA, USA
| | - Kayla D Longoria
- School of Nursing, University of Texas at Austin, 1710 Red River St, Austin, TX, USA
| | - Alexa De La Torre Schutz
- Brain Health Neuroscience Lab, School of Nursing, The University of Texas at Austin, 1710 Red River St, Austin, TX, USA
| | - Michelle L Wright
- School of Nursing, University of Texas at Austin, 1710 Red River St, Austin, TX, USA
| | - Shelli R Kesler
- School of Nursing, University of Texas at Austin, 1710 Red River St, Austin, TX, USA
| |
Collapse
|
7
|
Ekels A, Oerlemans S, Schagen SB, Issa DE, Thielen N, Nijziel MR, van der Poel MWM, Arts LPJ, Posthuma EFM, van de Poll-Franse LV. The course of self-perceived cognitive functioning among patients with lymphoma and the co-occurrence with fatigue and psychological distress. J Cancer Surviv 2023:10.1007/s11764-023-01458-2. [PMID: 37755680 DOI: 10.1007/s11764-023-01458-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023]
Abstract
PURPOSE To investigate the proportion of patients with lymphoma with persistent clinically relevant cognitive impairment, and its relation to treatment, fatigue, and psychological distress. METHODS Patients with diffuse-large-B-cell-lymphoma (DLBCL), follicular-lymphoma (FL), and chronic-lymphocytic-leukemia (CLL)/small-lymphocytic-lymphoma (SLL), diagnosed between 2004-2010 or 2015-2019, were followed up to 8 years post-diagnosis. Sociodemographic and clinical data were obtained from the Netherlands Cancer Registry and the Population-based HAematological Registry for Observational Studies. The EORTC QLQ-C30 was used to assess cognitive functioning and fatigue, and the HADS to assess psychological distress. Individual growth curve models were performed. Results were compared with an age- and sex-matched normative population. RESULTS A total of 924 patients were included (70% response rate). Persistent cognitive impairment was twice as high in patients (30%) compared to the normative population (15%). Additionally, 74% of patients reported co-occurring symptoms of persistent fatigue and/or psychological distress. Patients with FL (- 23 points, p < 0.001) and CLL/SLL (- 10 points, p < 0.05) reported clinically relevant deterioration of cognitive functioning, as did the normative population (FLnorm - 5 points, DLBCLnorm - 4 points, both p < 0.05). Younger age, higher fatigue, and/or psychological distress at inclusion were associated with worse cognitive functioning (all p's < 0.01). Treatment appeared less relevant. CONCLUSION Almost one-third of patients with lymphoma report persistent cognitive impairment, remaining present up to 8 years post-diagnosis. Early onset and co-occurrence of symptoms highlight the need for clinicians to discuss symptoms with patients early. IMPLICATIONS FOR CANCER SURVIVORS Early recognition of cognitive impairment could increase timely referral to suitable supportive care (i.e., lifestyle interventions) and reduce (long-term) symptom burden.
Collapse
Affiliation(s)
- Afke Ekels
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands.
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands.
| | - Simone Oerlemans
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands.
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Djamila E Issa
- Department of Internal Medicine, Jeroen Bosch Hospital, S-Hertogenbosch, the Netherlands
| | - Noortje Thielen
- Department of Internal Medicine, Diakonessenhuis, Utrecht, the Netherlands
| | - Marten R Nijziel
- Department of Hemato-Oncology, Catharina Cancer Institute, Catharina Hospital, Eindhoven, the Netherlands
| | - Marjolein W M van der Poel
- Department of Internal Medicine, Division of Hematology, GROW School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Lindy P J Arts
- Department of Psychology, Revalis Clinics, S-Hertogenbosch, the Netherlands
| | - Eduardus F M Posthuma
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
- Department of Internal Medicine, Reinier de Graaf Group, Delft, the Netherlands
- Department of Hematology, Leiden University Medical Center, Leiden, the Netherlands
| | - Lonneke V van de Poll-Franse
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Medical and Clinical Psychology, Center of Research On Psychological and Somatic Disorders (CoRPS), Tilburg University, Tilburg, the Netherlands
| |
Collapse
|
8
|
Hyland K, Eisel SL, Hoogland AI, Root JC, Bowles K, James B, Nelson AM, Booth-Jones M, Jacobsen PB, Ahles TA, Jim HS, Gonzalez BD. Cognition in patients treated with targeted therapy for chronic myeloid leukemia: a controlled comparison. Leuk Lymphoma 2023; 64:415-423. [PMID: 36476293 PMCID: PMC10305842 DOI: 10.1080/10428194.2022.2148208] [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: 12/06/2021] [Accepted: 11/04/2022] [Indexed: 12/12/2022]
Abstract
This controlled comparison study evaluated objective and subjective cognitive function and their relationships with patient-reported symptoms (depression, fatigue, insomnia) in patients receiving tyrosine kinase inhibitors (TKIs) for chronic myeloid leukemia (CML) and non-cancer controls. Patients with CML in chronic phase treated with the same oral TKI for ≥6 months (n = 90) and non-cancer controls (n = 87) completed a neurocognitive battery and self-report measures. Patients demonstrated worse overall neuropsychological performance (p = .05) and verbal memory (p = .02) compared to controls. Patients were not more likely to meet criteria for impaired cognitive performance compared to controls (ps>.26). Patients reported worse subjective global and domain-specific cognitive complaints and less satisfaction with cognitive function compared to controls (ps < .05). Patients also reported greater fatigue and insomnia symptoms (ps < .001). In both groups, greater fatigue, insomnia, and depressive symptoms were associated with worse subjective cognition (ps < .01). Longitudinal studies are needed to examine changes in cognitive function in patients before and during TKI treatment.
Collapse
Affiliation(s)
- Kelly Hyland
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
- Department of Psychology, University of South Florida, Tampa, FL USA
| | - Sarah L. Eisel
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - Aasha I. Hoogland
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - James C. Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Kris Bowles
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - Brian James
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - Ashley M. Nelson
- Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA USA
| | - Margaret Booth-Jones
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - Paul B. Jacobsen
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD USA
| | - Tim A. Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY USA
| | - Heather S.L. Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| | - Brian D. Gonzalez
- Department of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL USA
| |
Collapse
|
9
|
Change in Patients' Perceived Cognition Following Chimeric Antigen Receptor T-Cell Therapy for Lymphoma. Transplant Cell Ther 2022; 28:401.e1-401.e7. [PMID: 35580732 PMCID: PMC9339228 DOI: 10.1016/j.jtct.2022.05.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 04/13/2022] [Accepted: 05/10/2022] [Indexed: 12/17/2022]
Abstract
Chimeric antigen receptor (CAR) T-cell therapy can lead to durable responses in patients with relapsed/refractory hematologic malignancies. Immune effector cell-associated neurotoxicity syndrome (ICANS) and cytokine release syndrome (CRS) are common and may place patients at risk for longer-term cognitive impairment. This study examined changes in cognition in the first year after CD19-directed CAR T-cell therapy for lymphoma, as well as CAR T-cell therapy-specific risk-factors (e.g., ICANS, CRS) and nonspecific risk factors (e.g., baseline quality of life, frailty) for worsening cognition. Patients' perceived cognition was assessed at baseline and at days 90 and 360. Clinical variables were abstracted from medical records. Piecewise mixed models were used to examine acute change (i.e., within 90 days) and longer-term change (i.e., from 90 days to 360 days) in cognition, as well as to explore risk factors for worsening cognition. Among 118 participants (mean age 61, 59% male), mean levels of perceived cognition did not change from baseline to day 90 (P> .05) but worsened from day 90 to day 360 in global cognition and in the domains of memory, language, organization, and divided attention (P< .05). Although statistically significant, changes were small (d values 0.15-0.28). Greater baseline fatigue, anxiety, and depression were associated with worse global cognition at day 90 (P< .01). Patients with more severe ICANS post-CART reported worse global cognition at day 360 (P< .05), although there were no differences in perceived cognition by severity of CRS (P> .05). Other putative risk factors were not associated with acute or longer-term changes in perceived cognition (P> .05). CAR T-cell therapy recipients reported delayed deterioration in several cognitive domains, although changes were small. These findings may be useful when educating future patients on what to expect when receiving CAR T-cell therapy.
Collapse
|
10
|
Li Z, Peng L, Li Y, Zhang J, Jiang Q. Lower tumor burden is associated with better cognitive function in patients with chronic phase chronic myeloid leukemia. Leuk Lymphoma 2022; 63:2352-2363. [PMID: 35543618 DOI: 10.1080/10428194.2022.2070912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Cognitive function was assessed in patients with chronic myeloid leukemia in the chronic phase (CML-CP) receiving tyrosine kinase inhibitor (TKI) therapy using the Montreal Cognitive Assessment (MoCA). Cross-sectional assessments of 100 newly diagnosed patients and 584 patients receiving TKI therapy for >1 year showed that 31 (31.0%) and 191 (32.7%) patients had mild cognitive impairment, respectively. In the multivariable analyses, higher percentages of blood blasts were associated with a worse MoCA score at diagnosis [β = -0.29, 95% confidence interval (-0.54, -0.03), p = .027]; deeper molecular response [versus < major molecular response, β = 0.74 (0.07, 1.40), p = .029], better MoCA score on TKI therapy. Increased MoCA scores were observed after 12 months of TKI therapy in 42 patients who were regularly followed up (p = .005). Lower tumor burden is associated with better cognitive function in CML-CP patients both at diagnosis and during TKI therapy.
Collapse
Affiliation(s)
- Zongru Li
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China
| | - Li Peng
- Department of Neurology, Peking University People's Hospital, Beijing, China
| | - Yongjie Li
- Department of Neurology, Peking University People's Hospital, Beijing, China
| | - Jun Zhang
- Department of Neurology, Peking University People's Hospital, Beijing, China
| | - Qian Jiang
- Peking University People's Hospital, Peking University Institute of Hematology, National Clinical Research Center for Hematologic Disease, Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, Beijing, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| |
Collapse
|
11
|
Dias-Carvalho A, Ferreira M, Ferreira R, Bastos MDL, Sá SI, Capela JP, Carvalho F, Costa VM. Four decades of chemotherapy-induced cognitive dysfunction: comprehensive review of clinical, animal and in vitro studies, and insights of key initiating events. Arch Toxicol 2021; 96:11-78. [PMID: 34725718 DOI: 10.1007/s00204-021-03171-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 09/23/2021] [Indexed: 01/22/2023]
Abstract
Cognitive dysfunction has been one of the most reported and studied adverse effects of cancer treatment, but, for many years, it was overlooked by the medical community. Nevertheless, the medical and scientific communities have now recognized that the cognitive deficits caused by chemotherapy have a strong impact on the morbidity of cancer treated patients. In fact, chemotherapy-induced cognitive dysfunction or 'chemobrain' (also named also chemofog) is at present a well-recognized effect of chemotherapy that could affect up to 78% of treated patients. Nonetheless, its underlying neurotoxic mechanism is still not fully elucidated. Therefore, this work aimed to provide a comprehensive review using PubMed as a database to assess the studies published on the field and, therefore, highlight the clinical manifestations of chemobrain and the putative neurotoxicity mechanisms.In the last two decades, a great number of papers was published on the topic, mainly with clinical observations. Chemotherapy-treated patients showed that the cognitive domains most often impaired were verbal memory, psychomotor function, visual memory, visuospatial and verbal learning, memory function and attention. Chemotherapy alters the brain's metabolism, white and grey matter and functional connectivity of brain areas. Several mechanisms have been proposed to cause chemobrain but increase of proinflammatory cytokines with oxidative stress seem more relevant, not excluding the action on neurotransmission and cellular death or impaired hippocampal neurogenesis. The interplay between these mechanisms and susceptible factors makes the clinical management of chemobrain even more difficult. New studies, mainly referring to the underlying mechanisms of chemobrain and protective measures, are important in the future, as it is expected that chemobrain will have more clinical impact in the coming years, since the number of cancer survivors is steadily increasing.
Collapse
Affiliation(s)
- Ana Dias-Carvalho
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal. .,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.
| | - Mariana Ferreira
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Rita Ferreira
- LAQV/REQUIMTE, Department of Chemistry, University of Aveiro, Aveiro, Portugal
| | - Maria de Lourdes Bastos
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
| | - Susana Isabel Sá
- Unit of Anatomy, Department of Biomedicine, Faculty of Medicine, University of Porto, Porto, Portugal.,Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal
| | - João Paulo Capela
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,Faculdade de Ciências da Saúde, Universidade Fernando Pessoa, Porto, Portugal
| | - Félix Carvalho
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
| | - Vera Marisa Costa
- Associate Laboratory i4HB-Institute for Health and Bioeconomy, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal. .,UCIBIO-Applied Molecular Biosciences Unit, Laboratory of Toxicology, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal.
| |
Collapse
|
12
|
Slater K, Williams JA, Karwath A, Fanning H, Ball S, Schofield PN, Hoehndorf R, Gkoutos GV. Multi-faceted semantic clustering with text-derived phenotypes. Comput Biol Med 2021; 138:104904. [PMID: 34600327 PMCID: PMC8573608 DOI: 10.1016/j.compbiomed.2021.104904] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 02/03/2023]
Abstract
Identification of ontology concepts in clinical narrative text enables the creation of phenotype profiles that can be associated with clinical entities, such as patients or drugs. Constructing patient phenotype profiles using formal ontologies enables their analysis via semantic similarity, in turn enabling the use of background knowledge in clustering or classification analyses. However, traditional semantic similarity approaches collapse complex relationships between patient phenotypes into a unitary similarity scores for each pair of patients. Moreover, single scores may be based only on matching terms with the greatest information content (IC), ignoring other dimensions of patient similarity. This process necessarily leads to a loss of information in the resulting representation of patient similarity, and is especially apparent when using very large text-derived and highly multi-morbid phenotype profiles. Moreover, it renders finding a biological explanation for similarity very difficult; the black box problem. In this article, we explore the generation of multiple semantic similarity scores for patients based on different facets of their phenotypic manifestation, which we define through different sub-graphs in the Human Phenotype Ontology. We further present a new methodology for deriving sets of qualitative class descriptions for groups of entities described by ontology terms. Leveraging this strategy to obtain meaningful explanations for our semantic clusters alongside other evaluation techniques, we show that semantic clustering with ontology-derived facets enables the representation, and thus identification of, clinically relevant phenotype relationships not easily recoverable using overall clustering alone. In this way, we demonstrate the potential of faceted semantic clustering for gaining a deeper and more nuanced understanding of text-derived patient phenotypes.
Collapse
Affiliation(s)
- Karin Slater
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, UK; Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; MRC Health Data Research UK (HDR UK) Midlands, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK.
| | - John A Williams
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, UK; Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK
| | - Andreas Karwath
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, UK; Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; MRC Health Data Research UK (HDR UK) Midlands, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK
| | - Hilary Fanning
- Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK
| | - Simon Ball
- Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK
| | - Paul N Schofield
- Dept of Physiology, Development, and Neuroscience, University of Cambridge, UK
| | - Robert Hoehndorf
- Computer, Electrical and Mathematical Sciences & Engineering Division, Computational Bioscience Research Center, King Abdullah University of Science and Technology, Saudi Arabia
| | - Georgios V Gkoutos
- College of Medical and Dental Sciences, Institute of Cancer and Genomic Sciences, University of Birmingham, UK; Institute of Translational Medicine, University Hospitals Birmingham, NHS Foundation Trust, UK; NIHR Experimental Cancer Medicine Centre, UK; NIHR Surgical Reconstruction and Microbiology Research Centre, UK; NIHR Biomedical Research Centre, UK; MRC Health Data Research UK (HDR UK) Midlands, UK; University Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, UK
| |
Collapse
|
13
|
Janelsins MC, Mohamed M, Peppone LJ, Magnuson A, Belcher EK, Melnik M, Dakhil S, Geer J, Kamen C, Minasian L, Reagan PM, Mohile SG, Morrow GR, Ahles TA, Heckler CE. Longitudinal Changes in Cognitive Function in a Nationwide Cohort Study of Patients With Lymphoma Treated With Chemotherapy. J Natl Cancer Inst 2021; 114:47-59. [PMID: 34255086 PMCID: PMC8755506 DOI: 10.1093/jnci/djab133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 04/29/2021] [Accepted: 07/12/2021] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Cancer-related cognitive decline (CRCD) is an important clinical problem, but limited research exists on assessment of cognitive function in patients with lymphoma. METHODS The overall objective of this nationwide, prospective, observational study conducted in the National Cancer Institute Community Clinical Oncology Research Program (NCORP) was to assess changes in memory, attention, and executive function in patients with lymphoma from pre- (A1) to postchemotherapy (A2) and to 6 months postchemotherapy (A3). Individuals without cancer served as noncancer controls, paired to patients by age and sex, and assessed at the same time-equivalent points. Longitudinal linear mixed models (LMM) including A1, A2, and A3 and adjusting for age, education, race, sex, cognitive reserve score, baseline anxiety, and depressive symptoms were fit. We assessed changes in patients compared with control participants without cancer and assessed differences in cognitive function in those patients with Hodgkin vs non-Hodgkin disease and by disease subtype. All statistical tests were 2-sided. RESULTS Patients with lymphoma (n = 248) and participants without cancer serving as controls (n = 212) were recruited from 19 NCORP sites. From pre- to postchemotherapy and from prechemotherapy to 6 months follow-up, patients reported more cognitive problems over time compared with controls (Functional Assessment of Cancer-Therapy-Cognitive Function [FACT-Cog] perceived cognitive impairment effect size (ES) = 0.83 and 0.84 for A1 to A2 and A1 to A3, respectively; P < .001; single-item cognitive symptoms ES range = 0.55 to 0.70 inclusive of A1 to A2 and A1 to A3; P < .001); the complaints were more pronounced in women with lymphoma compared with men with lymphoma (FACT-Cog Perceived Cognitive Impairment (PCI) score group-by-time-by-sex interaction, P = .007). Patients with lymphoma also performed statistically significantly less well on tests of verbal memory and delayed recall, attention and executive function, and telephone-based category fluency. CONCLUSION Patients with lymphoma experience worse patient-reported and objectively assessed cognitive function from prechemotherapy to 6-month follow-up compared with age- and sex-paired controls without cancer assessed at similar time intervals.
Collapse
Affiliation(s)
- Michelle C Janelsins
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA,Correspondence to: Michelle C. Janelsins, PhD, MPH, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Associate Professor, Department of Surgery, Division of Supportive Care in Cancer, Associate Professor of Neuroscience, Oncology and Radiation Oncology, 265 Crittenden Blvd, CU 420658, Rochester, NY 14642, USA (e-mail: )
| | - Mostafa Mohamed
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Luke J Peppone
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Allison Magnuson
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Elizabeth K Belcher
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Marianne Melnik
- Cancer Research Consortium of West Michigan NCI Community Oncology Research Program, Grand Rapids, MI, USA
| | - Shaker Dakhil
- Wichita NCI Community Oncology Research Program, Wichita, KS, USA
| | - Jodi Geer
- Metro Minnesota Community Oncology Research Program, Saint Louis Park, MN, USA
| | - Charles Kamen
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | | | - Patrick M Reagan
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Supriya G Mohile
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Gary R Morrow
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Charles E Heckler
- University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, NY, USA
| |
Collapse
|