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Kleckner IR, Jusko TA, Culakova E, Chung K, Kleckner AS, Asare M, Inglis JE, Loh KP, Peppone LJ, Miller J, Melnik M, Kasbari S, Ossip D, Mustian KM. Longitudinal study of inflammatory, behavioral, clinical, and psychosocial risk factors for chemotherapy-induced peripheral neuropathy. Breast Cancer Res Treat 2021; 189:521-532. [PMID: 34191201 PMCID: PMC8668235 DOI: 10.1007/s10549-021-06304-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 06/18/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE Chemotherapy-induced peripheral neuropathy (CIPN) is a common dose-limiting side effect of taxane and platinum chemotherapy for breast cancer. Clinicians cannot accurately predict CIPN severity partly because its pathophysiology is poorly understood. Although inflammation may play a role in CIPN, there are limited human studies. Here, we identified the strongest predictors of CIPN using variables measured before taxane- or platinum-based chemotherapy, including serum inflammatory markers. METHODS 116 sedentary women with breast cancer (mean age 55 years) rated (1) numbness and tingling and (2) hot/coldness in hands/feet on 0-10 scales before and after 6 weeks of taxane- or platinum-based chemotherapy. A sub-study was added to collect cytokine data in the final 55 patients. We examined all linear models to predict CIPN severity at 6 weeks using pre-chemotherapy assessments of inflammatory, behavioral, clinical, and psychosocial factors. The final model was selected via goodness of fit. RESULTS The strongest pre-chemotherapy predictors of numbness and tingling were worse fatigue/anxiety/depression (explaining 27% of variance), older age (9%), and baseline neuropathy (5%). The strongest predictors of hot/coldness in hands/feet were worse baseline neuropathy (11%) and fatigue/anxiety/depression (6%). Inflammation was a risk for CIPN, per more pro-inflammatory IFN-γ (12%) and IL-1β (6%) and less anti-inflammatory IL-10 (6%) predicting numbness/tingling and more IFN-γ (17%) and less IL-10 (9%) predicting hot/coldness in hands/feet. CONCLUSIONS The strongest pre-chemotherapy predictors of CIPN included worse fatigue/anxiety/depression and baseline neuropathy. A pro-inflammatory state also predicted CIPN. Because this is an exploratory study, these results suggest specific outcomes (e.g., IL-1β) and effect size estimates for designing replication and extension studies. CLINICAL TRIAL REGISTRATION NCT00924651.
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Affiliation(s)
- Ian R Kleckner
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA. .,Department of Neuroscience, University of Rochester, Rochester, NY, USA.
| | - Todd A Jusko
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Eva Culakova
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
| | - Kaitlin Chung
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
| | - Amber S Kleckner
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
| | - Matthew Asare
- Department of Public Health, Baylor University, Waco, TX, USA
| | - Julia E Inglis
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
| | - Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, Wilmot Cancer Institute, University of Rochester, Rochester, NY, USA
| | - Luke J Peppone
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
| | - Jessica Miller
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Marianne Melnik
- Cancer Research Consortium of West Michigan NCORP, Grand Rapids, MI, USA
| | - Samer Kasbari
- Southeast Clinical Oncology Research Consortium (SCOR), Winston Salem, NC, USA
| | - Deborah Ossip
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Karen M Mustian
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA
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Kleckner IR, Kamen C, Cole C, Fung C, Heckler CE, Guido JJ, Culakova E, Onitilo AA, Conlin A, Kuebler JP, Mohile S, Janelsins M, Mustian KM. Effects of exercise on inflammation in patients receiving chemotherapy: a nationwide NCORP randomized clinical trial. Support Care Cancer 2019; 27:4615-4625. [PMID: 30937600 PMCID: PMC6774911 DOI: 10.1007/s00520-019-04772-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 03/22/2019] [Indexed: 12/12/2022]
Abstract
Purpose. A growing body of research suggests that inflammation plays a role in many chemotherapy-related toxicities such as fatigue, anxiety, and neuropathy. Regular exercise can change levels of individual cytokines (e.g., reducing IL-6, increasing IL-10); however, it is not known whether exercise during chemotherapy affects relationships between cytokines (i.e., whether cytokine concentrations change collectively vs. independently). This study assessed how 6 weeks of exercise during chemotherapy affected relationships between changes in concentrations of several cytokines. Methods. This is a secondary analysis of a randomized trial studying 6 weeks of moderate-intensity walking and resistance exercise during chemotherapy compared to chemotherapy alone. At pre- and post-intervention, patients provided blood to assess serum concentrations of cytokines IL-1β, IL-6, IL-8, IL-10, and IFN-γ, and receptor sTNFR1. We investigated relationships between cytokines using the correlations between changes in cytokine concentrations from pre- to post-intervention. Results. We obtained complete data from 293 patients (149 randomized to exercise). Exercise strengthened the correlation between concentration changes of IL-10 and IL-6 (r=0.44 in exercisers vs. 0.11 in controls; p=0.001). We observed the same pattern for IL-10:IL-1β and IL-10:sTNFR1. Exercise also induced an anti-inflammatory cytokine profile, per reductions in pro-inflammatory IFNγ (p=0.044) and perhaps IL-1β (p=0.099, trend-level significance). Conclusions. Our hypothesis-generating work suggests that regular exercise during 6 weeks of chemotherapy may cause certain cytokine concentrations to change collectively (not independently). This work enhances our understanding of relationships between cytokines and complements traditional analyses of cytokines in isolation. Future work should test for replication and relationships to patient outcomes.
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Affiliation(s)
- Ian R Kleckner
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA. .,Cancer Control Unit, Department of Surgery, Department of Neuroscience, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY, 14642, USA.
| | - Charles Kamen
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Calvin Cole
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Chunkit Fung
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Charles E Heckler
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Joseph J Guido
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Eva Culakova
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Adedayo A Onitilo
- Wisconsin NCORP, Weston, WI, USA.,Marshfield Clinic, 3501 Cranberry Blvd, Weston, WI, 54476, USA
| | - Alison Conlin
- Pacific Cancer Research Consortium NCORP, Bethesda, MD, USA
| | | | - Supriya Mohile
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Michelle Janelsins
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Karen M Mustian
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
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