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Pathak D, Singh KP. Neurobehavioral manifestations in female rats after intermittent exposure to an anticancer agent, paclitaxel. Behav Pharmacol 2025:00008877-990000000-00135. [PMID: 40397101 DOI: 10.1097/fbp.0000000000000833] [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: 05/22/2025]
Abstract
Paclitaxel (PTX), a widely used chemotherapeutic agent, causes both peripheral and central neurotoxicity, leading to significant behavioral impairments. However, inadequate literature is available on PTX-induced neurobehavioral sequelae associated with anxiety, depression, and cognition in adults during and after chemotherapy. Therefore, the present study aimed to investigate neurobehavioral impairments in adult female rats following PTX exposure, with a specific focus on anxiety-like behaviors and cognitive functions such as learning and memory. In this study, we used adult female Wistar rats aged 10-12 weeks (average weight: 180 ± 5 g) and administered clinically relevant therapeutic doses of PTX (1.6 and 3.2 mg/kg body weight) intravenously once weekly for 6 weeks, simulating the clinical chemotherapy regimen. Neurobehavioral assessments were conducted after the first and sixth doses of PTX using validated mazes, including the photoactometer, open-field maze, elevated plus-maze (EPM; for anxiety-like behaviors), and the step-down latency test (SDL; for cognitive performance). Neurobehavioral patterns were recorded using autotracking software (ANY-maze, Stoelting Co., Wood Dale, Illinois, USA). Our findings revealed substantially reduced locomotor activity in the photoactometer, increased anxiety-like behaviors with amplified fear emotionality in the open-field and EPM tests, and memory impairment in the SDL test. These results suggest that the manifestation of anxiogenic and cognitive behavioral changes is associated with the administration of a higher dose (3.2 mg/kg) of PTX. In conclusion, our study indicates that PTX causes significant neurobehavioral impairments in rats after exposure to equivalent therapeutic doses of PTX.
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Affiliation(s)
- Deepika Pathak
- Neurobiology Laboratory, Department of Zoology, University of Allahabad, Prayagraj, India
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2
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Koevoets EW, Schagen SB, May AM, Geerlings MI, Witlox L, van der Wall E, Stuiver MM, Sonke GS, Velthuis MJ, Jobsen JJ, van der Palen J, de Ruiter MB, Monninkhof EM. Effect of physical exercise on white matter microstructure in chemotherapy-treated breast cancer patients: a randomized controlled trial (PAM study). Brain Imaging Behav 2025; 19:291-301. [PMID: 39804457 PMCID: PMC11978695 DOI: 10.1007/s11682-024-00965-9] [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] [Accepted: 12/22/2024] [Indexed: 04/09/2025]
Abstract
Physical exercise is a promising intervention to improve brain white matter integrity. In the PAM study, exercise intervention effects on white matter integrity were investigated in breast cancer patients. Chemotherapy-treated breast cancer patients with cognitive problems were randomized 2-4 years post-diagnosis to an exercise (n = 91) or control group (n = 90). The 6-month exercise intervention consisted of four hours/week of aerobic and resistance training. White matter integrity was measured at baseline and 6-month follow-up with fractional anisotropy (FA) and mean diffusivity (MD), which were derived from magnetic resonance diffusion tensor imaging (DTI). Both DTI metrics were analyzed whole brain and voxel-wise with a modified tract based spatial statistics (TBSS) procedure. Other measurements included cognition and physical fitness. Exercise effects were analyzed with multiple regression analyses. An explorative analysis was conducted in highly fatigued patients. DTI scans were available for 69 patients of the intervention (age = 52.3 ± 8.9yrs.) and 72 patients of the control group (age = 53.2 ± 8.6yrs.). Whole brain and voxel-wise analyses revealed no significant intervention effects on FA and MD. In highly fatigued patients (exercise: n = 32; control: n = 24), significant clusters of decreased FA post-intervention were observed in the left inferior and superior longitudinal fasciculus. Mean FA in these clusters was not predictive of cognition. A 6-month exercise intervention did not affect white matter integrity in chemotherapy-treated breast cancer patients. However, in highly fatigued breast cancer patients a significant FA decrease was observed post-intervention. The direction of these results is unexpected, and more research is needed to further understand these results.
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Affiliation(s)
- Emmie W Koevoets
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
- Brain and Cognition Group, University of Amsterdam, Amsterdam, The Netherlands.
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Mirjam I Geerlings
- Department of General Practice, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Public Health, Aging & Later Life, and Personalized Medicine, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, and Mood, Anxiety, Psychosis, Stress, and Sleep, Amsterdam UMC, Location University of Amsterdam, Amsterdam, The Netherlands
| | - Lenja Witlox
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Martijn M Stuiver
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Gabe S Sonke
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Miranda J Velthuis
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Jan J Jobsen
- Medical School Twente, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Job van der Palen
- Medical School Twente, Medisch Spectrum Twente, Enschede, The Netherlands
- Section Cognition, Data and Education, Universiteit Twente, Enschede, The Netherlands
| | - Michiel B de Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Evelyn M Monninkhof
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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3
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Janelsins MC, Van Dyk K, Hartman SJ, Koll TT, Cramer CK, Lesser GJ, Barton DL, Mustian KM, Wagner LI, Ganz PA, Cole PD, Bakos A, Root JC, Hardy K, Magnuson A, Ferguson RJ, McDonald BC, Saykin AJ, Gonzalez BD, Wefel JS, Morilak DA, Dahiya S, Heijnen CJ, Conley YP, Morgans AK, Mabbott D, Monje M, Rapp SR, Gondi V, Bender C, Embry L, McCaskill Stevens W, Hopkins JO, St. Germain D, Dorsey SG. The National Cancer Institute clinical trials planning meeting to address gaps in observational and intervention trials for cancer-related cognitive impairment. J Natl Cancer Inst 2025; 117:217-228. [PMID: 39250738 PMCID: PMC11807440 DOI: 10.1093/jnci/djae209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 04/02/2024] [Accepted: 08/20/2024] [Indexed: 09/11/2024] Open
Abstract
Cancer-related cognitive impairment is a broad term encompassing subtle cognitive problems to more severe impairment. The severity of this impairment is influenced by host, disease, and treatment factors, and the impairment affects patients before, during, and following cancer treatment. The National Cancer Institute (NCI) Symptom Management and Health-Related Quality of Life Steering Committee (SxQoL SC) convened a clinical trial planning meeting to review the state of the science on cancer-related cognitive impairment and develop phase II/III intervention trials aimed at improving cognitive function in cancer survivors with non-central nervous system disease and longitudinal studies to understand the trajectory of cognitive impairment and contributing factors. Participants included experts in the field of cancer-related cognitive impairment, members of the SxQoL SC, patient advocates, representatives from all 7 NCI Community Oncology Research Program research bases, and the NCI. Presentations focused on the following topics: measurement, lessons learned from pediatric and geriatric oncology, biomarker and mechanism endpoints, longitudinal study designs, and pharmacological and behavioral intervention trials. Panel discussions provided guidance on priority cognitive assessments, considerations for remote assessments, inclusion of relevant biomarkers, and strategies for ensuring broad inclusion criteria. Three clinical trial planning meeting working groups (longitudinal studies as well as pharmacological and behavioral intervention trials) convened for 1 year to discuss and report on top priorities and to design studies. The meeting experts concluded that sufficient data exist to advance phase II/III trials using selected pharmacological and behavioral interventions for the treatment of cancer-related cognitive impairment in the non-central nervous system setting, with recommendations included herein.
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Affiliation(s)
- Michelle C Janelsins
- Division of Supportive Care in Cancer, Department of Surgery, University of Rochester Medical Center, Wilmot Cancer Institute, Rochester, NY, USA
| | - Kathleen Van Dyk
- Department of Psychiatry, David Geffen Scholl of Medicine, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA
| | - Sheri J Hartman
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, San Diego, CA, USA
| | - Thuy T Koll
- Division of Geriatrics, Gerontology and Palliative Medicine, Department of Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | - Christina K Cramer
- Department of Radiation Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Glenn J Lesser
- Department of Internal Medicine, Section on Hematology and Oncology, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Debra L Barton
- College of Nursing, University of Tennessee, Knoxville, Knoxville, TN, USA
| | - Karen M Mustian
- Division of Supportive Care in Cancer, Department of Surgery, University of Rochester Medical Center, Wilmot Cancer Institute, Rochester, NY, USA
| | - Lynne I Wagner
- Department of Health Policy and Management, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Patricia A Ganz
- Fielding School of Public Health, University of California Los Angeles, Jonsson Comprehensive Cancer Center, Los Angeles, CA, USA
| | - Peter D Cole
- Department of Pediatric Hematology / Oncology, Rutgers Cancer Institute, Princeton, NJ, USA
| | | | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Institute, New York, NY, USA
| | - Kristina Hardy
- Division of Clinical Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, USA
| | - Allison Magnuson
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Wilmot Cancer Institute, Rochester, NY, USA
| | - Robert J Ferguson
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Jeffrey S Wefel
- Department of Neuro-Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - David A Morilak
- University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Saurabh Dahiya
- Division of Internal Medicine, Stanford University, Palo Alto, CA, USA
| | - Cobi J Heijnen
- Department of Psychological Sciences, Rice University, Houston, TX, USA
| | - Yvette P Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Alicia K Morgans
- Department of Medicine, Dana Farber Cancer Institute, Boston, MA, USA
| | - Donald Mabbott
- Neurosciences and Mental Health Program, Hospital for Sick Children, Toronto, ON, Canada
| | - Michelle Monje
- Department of Pediatric Neuro-Oncology, Stanford University, Palo Alto, CA, USA
| | - Stephen R Rapp
- Department of Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Vinai Gondi
- Department of Radiation Oncology, Northwestern Medicine, Chicago, IL, USA
| | - Catherine Bender
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Leanne Embry
- University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | | | - Judith O Hopkins
- Southeast Clinical Oncology Research Consortium, Winston-Salem, NC, USA
| | | | - Susan G Dorsey
- Pain and Translational Symptom Science Department, University of Maryland, Baltimore, Baltimore, MD, USA
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Hiensch AE, Beckhaus J, Witlox L, Monninkhof EM, Schagen SB, van Vulpen JK, Sweegers MG, Newton RU, Aaronson NK, Galvão DA, Steindorf K, Stuiver MM, Mesters I, Knoop H, Goedendorp MM, Bohus M, Thorsen L, Schulz KH, Schmidt ME, Ulrich CM, Sonke GS, van Harten WH, Winters-Stone KM, Velthuis MJ, Taaffe DR, van Mechelen W, Kersten MJ, Nollet F, Wiskemann J, Buffart LM, May AM. Moderators of exercise effects on self-reported cognitive functioning in cancer survivors: an individual participant data meta-analysis. J Cancer Surviv 2024; 18:1492-1503. [PMID: 37160571 PMCID: PMC11424665 DOI: 10.1007/s11764-023-01392-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 04/25/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE This individual participant data meta-analysis (IPD-MA) assesses exercise effects on self-reported cognitive functioning (CF) and investigates whether effects differ by patient-, intervention-, and exercise-related characteristics. METHODS IPD from 16 exercise RCTs, including 1987 patients across multiple types of non-metastatic cancer, was pooled. A one-stage IPD-MA using linear mixed-effect models was performed to assess exercise effects on self-reported CF (z-score) and to identify whether the effect was moderated by sociodemographic, clinical, intervention- and exercise-related characteristics, or fatigue, depression, anxiety, and self-reported CF levels at start of the intervention (i.e., baseline). Models were adjusted for baseline CF and included a random intercept at study level to account for clustering of patients within studies. A sensitivity analysis was performed in patients who reported cognitive problems at baseline. RESULTS Minimal significant beneficial exercise effects on self-reported CF (β=-0.09 [-0.16; -0.02]) were observed, with slightly larger effects when the intervention was delivered post-treatment (n=745, β=-0.13 [-0.24; -0.02]), and no significant effect during cancer treatment (n=1,162, β=-0.08 [-0.18; 0.02]). Larger effects were observed in interventions of 12 weeks or shorter (β=-0.14 [-0.25; -0.04]) or 24 weeks or longer (β=-0.18 [-0.32; -0.02]), whereas no effects were observed in interventions of 12-24 weeks (β=0.01 [-0.13; 0.15]). Exercise interventions were most beneficial when provided to patients without anxiety symptoms (β=-0.10 [-0.19; -0.02]) or after completion of treatment in patients with cognitive problems (β=-0.19 [-0.31; -0.06]). No other significant moderators were identified. CONCLUSIONS This cross-cancer IPD meta-analysis observed small beneficial exercise effects on self-reported CF when the intervention was delivered post-treatment, especially in patients who reported cognitive problems at baseline. IMPLICATIONS FOR CANCER SURVIVORS This study provides some evidence to support the prescription of exercise to improve cognitive functioning. Sufficiently powered trials are warranted to make more definitive recommendations and include these in the exercise guidelines for cancer survivors.
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Affiliation(s)
- Anouk E Hiensch
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Julia Beckhaus
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Lenja Witlox
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Evelyn M Monninkhof
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Jonna K van Vulpen
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Maike G Sweegers
- Division of Psychosocial Research and Epidemiology & Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Robert U Newton
- Exercise Medicine Research Institute, Edith Cowan University, Perth, WA, Australia
| | - Neil K Aaronson
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Daniel A Galvão
- Exercise Medicine Research Institute, Edith Cowan University, Perth, WA, Australia
| | - Karen Steindorf
- Division of Physical Activity, Prevention and Cancer, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Martijn M Stuiver
- Division of Psychosocial Research and Epidemiology & Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Ilse Mesters
- Department of Epidemiology, Maastricht University, Maastricht, The Netherlands
| | - Hans Knoop
- Department of Medical Psychology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
| | - Martine M Goedendorp
- Department of Health Psychology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Martin Bohus
- Institute of Psychiatric and Psychosomatic Psychotherapy, Central Institute of Mental Health, Mannheim, Heidelberg University, Heidelberg, Germany
- Faculty of Health, University of Antwerp, Antwerp, Belgium
| | - Lene Thorsen
- National Advisory Unit on Late Effects after Cancer, Department of Oncology, Oslo University Hospital, Oslo, Norway
- Department of Clinical Service, Division of Cancer Medicine, Oslo University Hospital, Oslo, Norway
| | - Karl-Heinz Schulz
- Athleticum - Competence Center for Sports- and Exercise Medicine and Institute for Medical Psychology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martina E Schmidt
- Division of Physical Activity, Prevention and Cancer, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and Department of Population Health Sciences, University of Utah, Salt Lake City, USA
| | - Gabe S Sonke
- Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Wim H van Harten
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Health Technology and Services Research, University of Twente, Enschede, The Netherlands
| | - Kerri M Winters-Stone
- Division of Oncological Sciences, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - Miranda J Velthuis
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Dennis R Taaffe
- Exercise Medicine Research Institute, Edith Cowan University, Perth, WA, Australia
| | - Willem van Mechelen
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, location: Vrije Universiteit, Amsterdam, The Netherlands
- School of Human Movement and Nutrition Sciences, Faculty of Health and Behavioural Sciences, University of Queensland, Brisbane, Australia
- Division of Exercise Science and Sports Medicine (ESSM), Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- School of Public Health, Physiotherapy and Population Sciences, University College Dublin, Dublin, Ireland
| | - Marie José Kersten
- Department of Hematology, Amsterdam University Medical Centers, Location University of Amsterdam, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Frans Nollet
- Department of Rehabilitation Medicine, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Movement Sciences, Rehabilitation & Development, Amsterdam, The Netherlands
| | - Joachim Wiskemann
- Working Group Exercise Oncology, Division of Medical Oncology, University Clinic Heidelberg and National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Laurien M Buffart
- Exercise Medicine Research Institute, Edith Cowan University, Perth, WA, Australia.
- Department of Physiology, Radboudumc, Nijmegen, The Netherlands.
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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Lavoie Smith EM, Von Ah D. Neurotoxicity in Cancer Survivorship: The Significance of Cancer-Related Cognitive Impairment and Chemotherapy-Induced Peripheral Neuropathy. Semin Oncol Nurs 2024; 40:151724. [PMID: 39183088 DOI: 10.1016/j.soncn.2024.151724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 07/27/2024] [Accepted: 07/31/2024] [Indexed: 08/27/2024]
Affiliation(s)
- Ellen M Lavoie Smith
- Professor and Marie O'Koren Endowed Chair, Assistant Dean of Research and Scholarship, University of Alabama at Birmingham School of Nursing, Department of Acute, Chronic & Continuing Care, Birmingham, AL
| | - Diane Von Ah
- Mildred E. Newton Endowed Professor, Distinguished Professor of Cancer Research, The Ohio State University, College of Nursing, Columbus, OH.
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Ma X, Deng K, Sun Y, Wu M. Research trends on cancer neuroscience: a bibliometric and visualized analysis. Front Neurosci 2024; 18:1408306. [PMID: 39268034 PMCID: PMC11390534 DOI: 10.3389/fnins.2024.1408306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 08/15/2024] [Indexed: 09/15/2024] Open
Abstract
Background Recently, cancer neuroscience has become the focus for scientists. Interactions between the nervous system and cancer (both systemic and local) can regulate tumorigenesis, progression, treatment resistance, compromise of anti-cancer immunity, and provocation of tumor-promoting inflammation. We assessed the related research on cancer neuroscience through bibliometric analysis and explored the research status and hotspots from 2020 to 2024. Methods Publications on cancer neuroscience retrieved from the Web of Science Core Collection. CiteSpace, VOSviewer, and Scimago Graphica were used to analyze and visualize the result. Results A total of 744 publications were retrieved, with an upward trend in the overall number of articles published over the last 5 years. As it has the highest number of publications (n = 242) and citations (average 13.63 citations per article), the United States holds an absolute voice in the field of cancer neuroscience. The most productive organizations and journals were Shanghai Jiaotong University (n = 24) and Cancers (n = 45), respectively. Monje M (H-index = 53), Hondermarck H (H-index = 42), and Amit M (H-index = 39) were the three researchers who have contributed most to the field. From a global perspective, research hotspots in cancer neuroscience comprise nerve/neuron-tumor cell interactions, crosstalk between the nervous system and other components of the tumor microenvironment (such as immune cells), as well as the impact of tumors and tumor therapies on nervous system function. Conclusion The United States and European countries are dominating the field of cancer neuroscience, while developing countries such as China are growing rapidly but with limited impact. The next focal point in this field is likely to be neurotrophic factors. Cancer neuroscience is still in its infancy, which means that many of the interactions and mechanisms between the nervous system and cancer are not yet fully understood. Further investigation is necessary to probe the interactions of the nervous system with cancer cell subpopulations and other components of the tumor microenvironment.
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Affiliation(s)
- Xinru Ma
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health, The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Kun Deng
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health, The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
| | - Yingnan Sun
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China
| | - Minghua Wu
- The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University/Hunan Cancer Hospital, Changsha, Hunan, China
- The Key Laboratory of Carcinogenesis of the Chinese Ministry of Health, The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Cancer Research Institute, Central South University, Changsha, Hunan, China
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7
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Ahles TA, Schofield E, Li Y, Ryan E, Orlow I, Patel SK, Traina T, Root JC. Cognitive function is mediated by deficit accumulation in older, long-term breast cancer survivors. J Cancer Surviv 2024; 18:1243-1251. [PMID: 36964293 PMCID: PMC11803569 DOI: 10.1007/s11764-023-01365-6] [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: 01/13/2023] [Accepted: 03/14/2023] [Indexed: 03/26/2023]
Abstract
PURPOSE This study aims to examine whether cognitive function in older, long-term breast cancer survivors is both a direct effect of cancer and cancer treatments and an indirect effect mediated by deficit accumulation. PATIENTS AND METHODS Female breast cancer survivors who had been diagnosed and treated at age 60 or older and were 5-15-year survivors (N = 220) and age- and education-matched non-cancer controls (N = 123) were assessed at enrollment and at 8-, 16-, and 24-month follow-ups with standard neuropsychological tests and the comprehensive geriatric assessment which was used to calculate the deficit accumulation frailty index (DAFI). Blood or saliva samples for APOE genotyping were collected at enrollment. Participants were purposely recruited so that approximately 50% had a history of treatment with chemotherapy or and 50% were not exposed to chemotherapy. RESULTS Latent variable mediation analysis revealed that cognitive performance was mediated by deficit accumulation for all three domains. The direct effect of cancer diagnosis and treatment history was significant for the Language domain (p = 0.04), a trend for the learning and memory domain (p = 0.054), and non-significant for the attention, processing speed, executive function (APE) domain. Carrying the APOE ε4 allele had a significant negative direct effect on the APE domain (p = 0.05) but no indirect effect through deficit accumulation. CONCLUSION Cognitive function in older, long-term breast cancer survivors appears to be primarily mediated through deficit accumulation. IMPLICATIONS FOR CANCER SURVIVORS These findings have important clinical implications suggesting that the most effective intervention to prevent or slow cognitive aging in older cancer survivors may be through prevention or management of comorbidities and interventions that maintain functional capacity (exercise, physical therapy) and social and mental health.
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Affiliation(s)
- Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Elizabeth Schofield
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yuelin Li
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elizabeth Ryan
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Molecular Epidemiology Laboratory, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sunita K Patel
- Departments of Population Science and Supportive Care Medicine, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Tiffany Traina
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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8
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Wang LY, Hu SL, Yao ZF, Xue M, Lu ZQ, Xiao-ju Z, Ding Y. Correlation between cancer-related cognitive impairment and resting cerebral glucose metabolism in patients with ovarian cancer. Heliyon 2024; 10:e34106. [PMID: 39113970 PMCID: PMC11305194 DOI: 10.1016/j.heliyon.2024.e34106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 07/02/2024] [Accepted: 07/03/2024] [Indexed: 08/10/2024] Open
Abstract
Background An increasing number of research have applied neuroimaging techniques to explore the potential neurobiological mechanism of Cancer-related cognitive impairment (CRCI). Purpose To explore the correlation between resting brain glucose metabolism and CRCI using 18F-FDG PET/CT in ovarian cancer (OC) patients. Methods From December 2021 to March 2022, 38 patients with OC were selected as the study group, and 38 healthy women of the same age (±1 year) who underwent routine physical examination using PET/CT were selected as the control group. Patients received further assessment with the Montreal Cognitive Assessment Scale (MoCA) and Perceived Deficit Questionnaire (PDQ). Independent sample t-test and Spearman correlation were conducted for data analysis. Results The resting brain glucose metabolism in the OC group was significantly lower than in the healthy controls. 60.52 % patients had neuropsychological impairment and retrospective memory were the most serious perceived cognitive impairments. The resting brain glucose metabolism in OC patients did not significantly correlate with neuropsychological performance but had significant positive correlation with subjective cognitive evaluation. Discussion Resting glucose metabolism was low in OC patients and associated with subjective cognitive impairment but not objective neuropsychological test results. 18F-FDG PET/CT can be used to evaluate brain function in OC patients and provide reliable imaging indicators for early recognition of and intervention for changes in cognitive function.
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Affiliation(s)
- Li-ying Wang
- Department of Nursing, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- School of Nursing, Fudan University, Shanghai, 200032, China
| | - Si-long Hu
- Department of Nuclear Medicine, Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhi-feng Yao
- Department of Nuclear Medicine, Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Mei Xue
- Department of Nursing, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhen-qi Lu
- Department of Nursing, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhang Xiao-ju
- Department of Nursing, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Yan Ding
- Department of Nursing, Obstetrics & Gynecology Hospital of Fudan University, Shanghai, 200090, China
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9
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McDeed AP, Van Dyk K, Zhou X, Zhai W, Ahles TA, Bethea TN, Carroll JE, Cohen HJ, Nakamura ZM, Rentscher KE, Saykin AJ, Small BJ, Root JC, Jim H, Patel SK, Mcdonald BC, Mandelblatt JS, Ahn J. Prediction of cognitive decline in older breast cancer survivors: the Thinking and Living with Cancer study. JNCI Cancer Spectr 2024; 8:pkae019. [PMID: 38556480 PMCID: PMC11031271 DOI: 10.1093/jncics/pkae019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 02/27/2024] [Accepted: 03/05/2024] [Indexed: 04/02/2024] Open
Abstract
PURPOSE Cancer survivors commonly report cognitive declines after cancer therapy. Due to the complex etiology of cancer-related cognitive decline (CRCD), predicting who will be at risk of CRCD remains a clinical challenge. We developed a model to predict breast cancer survivors who would experience CRCD after systematic treatment. METHODS We used the Thinking and Living with Cancer study, a large ongoing multisite prospective study of older breast cancer survivors with complete assessments pre-systemic therapy, 12 months and 24 months after initiation of systemic therapy. Cognition was measured using neuropsychological testing of attention, processing speed, and executive function (APE). CRCD was defined as a 0.25 SD (of observed changes from baseline to 12 months in matched controls) decline or greater in APE score from baseline to 12 months (transient) or persistent as a decline 0.25 SD or greater sustained to 24 months. We used machine learning approaches to predict CRCD using baseline demographics, tumor characteristics and treatment, genotypes, comorbidity, and self-reported physical, psychosocial, and cognitive function. RESULTS Thirty-two percent of survivors had transient cognitive decline, and 41% of these women experienced persistent decline. Prediction of CRCD was good: yielding an area under the curve of 0.75 and 0.79 for transient and persistent decline, respectively. Variables most informative in predicting CRCD included apolipoprotein E4 positivity, tumor HER2 positivity, obesity, cardiovascular comorbidities, more prescription medications, and higher baseline APE score. CONCLUSIONS Our proof-of-concept tool demonstrates our prediction models are potentially useful to predict risk of CRCD. Future research is needed to validate this approach for predicting CRCD in routine practice settings.
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Affiliation(s)
- Arthur Patrick McDeed
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
| | - Kathleen Van Dyk
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Xingtao Zhou
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Wanting Zhai
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Traci N Bethea
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Judith E Carroll
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry & Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
- Cousins Center for Psychoneuroimmunology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Harvey Jay Cohen
- Center for the Study of Aging and Human Development, Duke University Medical Center, Durham, NC, USA
| | - Zev M Nakamura
- Department of Psychiatry, University of North Carolina–Chapel Hill, Chapel Hill, NC, USA
| | - Kelly E Rentscher
- Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Andrew J Saykin
- Center for Neuroimaging and Indiana Alzheimer’s Disease Research Center, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Brent J Small
- School of Aging Studies, University of South Florida, and Health Outcomes and Behavior Program, Moffitt Cancer Center, Tampa, FL, USA
| | - James C Root
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Heather Jim
- Department of Health Outcomes and Behavior, Moffitt Cancer Center and Research Institute, University of South Florida, Tampa, FL, USA
| | - Sunita K Patel
- Outcomes Division, Population Sciences, City of Hope National Medical Center, Los Angeles, CA, USA
| | - Brenna C Mcdonald
- Center for Neuroimaging and Indiana Alzheimer’s Disease Research Center, Department of Radiology and Imaging Sciences and the Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Jeanne S Mandelblatt
- Georgetown University Lombardi Comprehensive Cancer Center, Cancer Prevention and Control Program, Department of Oncology and Georgetown Lombardi Institute for Cancer and Aging Research, Georgetown University, Washington, DC, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
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10
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Daniel E, Deng F, Patel SK, Sedrak MS, Kim H, Razavi M, Sun C, Root JC, Ahles TA, Dale W, Chen BT. Brain white matter microstructural changes in chemotherapy-treated older long-term breast cancer survivors. Cancer Med 2024; 13:e6881. [PMID: 38152038 PMCID: PMC10807556 DOI: 10.1002/cam4.6881] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/11/2023] [Accepted: 12/17/2023] [Indexed: 12/29/2023] Open
Abstract
PURPOSE To assess white matter microstructural changes in older long-term breast cancer survivors 5-15 years post-chemotherapy treatment. METHODS Breast cancer survivors aged 65 years or older who underwent chemotherapy (C+) and who did not undergo chemotherapy (C-) and age- and sex-matched healthy controls (HC) were enrolled at time point 1 (TP1) and followed for 2 years for time point 2 (TP2). All participants underwent brain MRI with diffusion tensor images and neuropsychological (NP) testing with the NIH Toolbox Cognition Battery. Tract-based spatial statistics (TBSS) analysis was performed on the diffusion tensor images to assess white matter microstructural changes with the fractional anisotropy (FA) parameter. RESULTS There were significant longitudinal alterations in FA within the C+ group over time. The C+ group showed diminished FA in the body and genu of corpus callosum, anterior corona radiate, and external capsule on both the whole brain and region of interest (ROI) based analyses after p < 0.05 family-wise error (FWE) correction. However, there were no significant group differences between the groups at TP1. Additionally, at TP1, a positive correlation (R = 0.58, p = 0.04) was observed between the FA value of the anterior corona radiata and the crystallized composite score in the C+ group. CONCLUSIONS Brain white matter microstructural alterations may be the underlying neural correlates of cognitive changes in older breast cancer survivors who had chemotherapy treatment years ago.
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Affiliation(s)
- Ebenezer Daniel
- Department of Diagnostic RadiologyCity of Hope National Medical CenterDuarteCAUSA
| | - Frank Deng
- Department of Diagnostic RadiologyCity of Hope National Medical CenterDuarteCAUSA
| | - Sunita K. Patel
- Department of Population ScienceCity of Hope National Medical CenterDuarteCAUSA
| | - Mina S. Sedrak
- Department of Medical OncologyCity of Hope National Medical CenterDuarteCAUSA
| | - Heeyoung Kim
- Center for Cancer and AgingCity of Hope National Medical CenterDuarteCAUSA
| | - Marianne Razavi
- Department of Supportive Care MedicineCity of Hope National Medical CenterDuarteCAUSA
| | - Can‐Lan Sun
- Center for Cancer and AgingCity of Hope National Medical CenterDuarteCAUSA
| | - James C. Root
- Neurocognitive Research LabMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Tim A. Ahles
- Neurocognitive Research LabMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - William Dale
- Center for Cancer and AgingCity of Hope National Medical CenterDuarteCAUSA
- Department of Supportive Care MedicineCity of Hope National Medical CenterDuarteCAUSA
| | - Bihong T. Chen
- Department of Diagnostic RadiologyCity of Hope National Medical CenterDuarteCAUSA
- Center for Cancer and AgingCity of Hope National Medical CenterDuarteCAUSA
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11
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Correa DD, Vachha BA, Baser RE, Koch A, Wong P, Gohel S, Giralt S, Root JC. Neuroimaging and Neurocognitive Outcomes in Older Patients with Multiple Myeloma Treated with Chemotherapy and Autologous Stem Cell Transplantation. Cancers (Basel) 2023; 15:4484. [PMID: 37760454 PMCID: PMC10526394 DOI: 10.3390/cancers15184484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/21/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
There is a paucity of research on treatment-related neurotoxicity in older adults with multiple myeloma (MM) treated with high-dose chemotherapy (HDC) and autologous SCT (HDC/ASCT), despite the increasing use of this regimen. We examined resting state functional connectivity (RSFC), gray matter (GM) volume, neurocognitive function (NF), and proinflammatory cytokines (PCy) in older patients with MM pre- and post-HDC/ASCT. Eighteen patients underwent MRI, NF tests, and serum PCy measurements prior to HDC/ASCT, and fifteen patients completed a follow up five-months post-HDC/ASCT. There were significant decreases in RSFC post-HDC/ASCT in (1) the central executive network (CEN) involving the left dorsolateral prefrontal cortex and right posterior parietal cortex (p = 0.022) and (2) the CEN involving the right posterior parietal cortex and the salience network involving the right dorsal anterior cingulate cortex (p = 0.029). There were no significant changes in GM or NF, except for improvements in attention (Digit Span Backward, p = 0.03). There were significant increases in several PCy post-HDC/ASCT (p ≤ 0.05). In conclusion, RSFC decreased in frontal, parietal, and cingulate cortices post-HDC/ASCT, NF was relatively stable, and several PCy increased. These findings are congruent with other studies in cancer patients and provide supporting evidence for the vulnerability of frontoparietal regions to chemotherapy's adverse effects.
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Affiliation(s)
- Denise D. Correa
- Department of Neurology, MSKCC—Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Department of Neurology, Weill Cornell Medical College, New York, NY 10065, USA
| | - Behroze A. Vachha
- Department of Radiology, UMass Chan Medical School, Worcester, MA 01665, USA
| | - Raymond E. Baser
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Adrian Koch
- Department of Neurology, MSKCC—Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Phillip Wong
- Department of Immune Monitoring Facility, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Suril Gohel
- Department of Heath Informatics, Rutgers University School of Health Professions, Newark, NJ 08854, USA
| | - Sergio Giralt
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - James C. Root
- Department of Psychiatry & Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
- Departments of Psychiatry, Weill Cornell Medical College, New York, NY 10065, USA
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12
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Winkler F, Venkatesh HS, Amit M, Batchelor T, Demir IE, Deneen B, Gutmann DH, Hervey-Jumper S, Kuner T, Mabbott D, Platten M, Rolls A, Sloan EK, Wang TC, Wick W, Venkataramani V, Monje M. Cancer neuroscience: State of the field, emerging directions. Cell 2023; 186:1689-1707. [PMID: 37059069 PMCID: PMC10107403 DOI: 10.1016/j.cell.2023.02.002] [Citation(s) in RCA: 195] [Impact Index Per Article: 97.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/01/2023] [Accepted: 02/01/2023] [Indexed: 04/16/2023]
Abstract
The nervous system governs both ontogeny and oncology. Regulating organogenesis during development, maintaining homeostasis, and promoting plasticity throughout life, the nervous system plays parallel roles in the regulation of cancers. Foundational discoveries have elucidated direct paracrine and electrochemical communication between neurons and cancer cells, as well as indirect interactions through neural effects on the immune system and stromal cells in the tumor microenvironment in a wide range of malignancies. Nervous system-cancer interactions can regulate oncogenesis, growth, invasion and metastatic spread, treatment resistance, stimulation of tumor-promoting inflammation, and impairment of anti-cancer immunity. Progress in cancer neuroscience may create an important new pillar of cancer therapy.
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Affiliation(s)
- Frank Winkler
- Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg and Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Humsa S Venkatesh
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Moran Amit
- Department of Head and Neck Surgery, MD Anderson Cancer Center and The University of Texas Graduate School of Biomedical Sciences, Houston, TX, USA
| | - Tracy Batchelor
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Ihsan Ekin Demir
- Department of Surgery, Technical University of Munich, Munich, Germany
| | - Benjamin Deneen
- Center for Stem Cells and Regenerative Medicine, Baylor College of Medicine, Houston, TX, USA
| | - David H Gutmann
- Department of Neurology, Washington University, St Louis, MO, USA
| | - Shawn Hervey-Jumper
- Department of Neurosurgery, University of California, San Francisco, San Francisco, CA, USA
| | - Thomas Kuner
- Department of Functional Neuroanatomy, University of Heidelberg, Heidelberg, Germany
| | - Donald Mabbott
- Department of Psychology, University of Toronto and Neuroscience & Mental Health Program, Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Michael Platten
- Department of Neurology, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Asya Rolls
- Department of Immunology, Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel
| | - Erica K Sloan
- Monash Institute of Pharmaceutical Sciences, Drug Discovery Biology Theme, Monash University, Parkville, VIC, Australia
| | - Timothy C Wang
- Department of Medicine, Division of Digestive and Gastrointestinal Diseases, Columbia University, New York, NY, USA
| | - Wolfgang Wick
- Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg and Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Varun Venkataramani
- Neurology Clinic and National Center for Tumor Diseases, University Hospital Heidelberg and Clinical Cooperation Unit Neurooncology, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Functional Neuroanatomy, University of Heidelberg, Heidelberg, Germany.
| | - Michelle Monje
- Department of Neurology and Neurological Sciences, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University, Stanford, CA, USA.
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13
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Correa DD, Vachha BA, Baser RE, Koch A, Wong P, Gohel S, Giralt S, Root JC. Neuroimaging and Neurocognitive Outcomes in Older Patients with Multiple Myeloma Treated with Chemotherapy and Autologous Stem Cell Transplantation. RESEARCH SQUARE 2023:rs.3.rs-2733807. [PMID: 37066224 PMCID: PMC10104268 DOI: 10.21203/rs.3.rs-2733807/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Background Many patients with hematological malignancies treated with stem cell transplantation (SCT) experience cognitive dysfunction. However, few studies have investigated treatment-related neurotoxicity in older adults with multiple myeloma (MM) treated with high dose chemotherapy (HDC) and autologous SCT (HDC/ASCT). In this study, we examined gray matter (GM) volume, resting state functional connectivity (RSFC), neurocognitive function (NF), and proinflammatory cytokines (PCy) in older patients with MM pre- and post-HDC/ASCT. Methods Eighteen MM patients underwent magnetic resonance imaging, neurocognitive tests, and serum PCy measurement prior to HDC/ASCT, and fifteen patients completed follow ups an average of five months post-HDC/ASCT. Results There were significant decreases in RSFC from pre- to post-HDC/ASCT in (1) the central executive network (CEN) involving the left dorsolateral prefrontal cortex and right posterior parietal cortex (p = 0.022), and (2) the CEN involving the right posterior parietal cortex and the salience network involving the right dorsal anterior cingulate cortex (p = 0.029); these comparisons were no longer significant after multiple comparisons correction. There were no significant changes in GM volumes or NF, except for improvement in attention (Digit Span Backward, p = 0.03). There were significant increases in several PCy post-HDC/ASCT (p ≤ 0.05). Conclusions This pilot study showed decreased RSFC involving the left frontal, right posterior parietal and right anterior cingulate cortices in MM patients post-HDC/ASCT, relatively stable NF, and increases in PCy. These findings are congruent with studies in patients with hematological malignancies and other cancers and provide supporting evidence for the vulnerability of frontoparietal regions to chemotherapy adverse effects.
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Affiliation(s)
| | | | | | | | | | - Suril Gohel
- Rutgers University School of Health Professions
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14
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Koevoets EW, Geerlings MI, Monninkhof EM, Mandl R, Witlox L, van der Wall E, Stuiver MM, Sonke GS, Velthuis MJ, Jobsen JJ, van der Palen J, Bos MEMM, Göker E, Menke-Pluijmers MBE, Sommeijer DW, May AM, de Ruiter MB, Schagen SB. Effect of physical exercise on the hippocampus and global grey matter volume in breast cancer patients: A randomized controlled trial (PAM study). Neuroimage Clin 2022; 37:103292. [PMID: 36565574 PMCID: PMC9800528 DOI: 10.1016/j.nicl.2022.103292] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 12/06/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Physical exercise in cancer patients is a promising intervention to improve cognition and increase brain volume, including hippocampal volume. We investigated whether a 6-month exercise intervention primarily impacts total hippocampal volume and additionally hippocampal subfield volumes, cortical thickness and grey matter volume in previously physically inactive breast cancer patients. Furthermore, we evaluated associations with verbal memory. METHODS Chemotherapy-exposed breast cancer patients (stage I-III, 2-4 years post diagnosis) with cognitive problems were included and randomized in an exercise intervention (n = 70, age = 52.5 ± 9.0 years) or control group (n = 72, age = 53.2 ± 8.6 years). The intervention consisted of 2x1 hours/week of supervised aerobic and strength training and 2x1 hours/week Nordic or power walking. At baseline and at 6-month follow-up, volumetric brain measures were derived from 3D T1-weighted 3T magnetic resonance imaging scans, including hippocampal (subfield) volume (FreeSurfer), cortical thickness (CAT12), and grey matter volume (voxel-based morphometry CAT12). Physical fitness was measured with a cardiopulmonary exercise test. Memory functioning was measured with the Hopkins Verbal Learning Test-Revised (HVLT-R total recall) and Wordlist Learning of an online cognitive test battery, the Amsterdam Cognition Scan (ACS Wordlist Learning). An explorative analysis was conducted in highly fatigued patients (score of ≥ 39 on the symptom scale 'fatigue' of the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire), as previous research in this dataset has shown that the intervention improved cognition only in these patients. RESULTS Multiple regression analyses and voxel-based morphometry revealed no significant intervention effects on brain volume, although at baseline increased physical fitness was significantly related to larger brain volume (e.g., total hippocampal volume: R = 0.32, B = 21.7 mm3, 95 % CI = 3.0 - 40.4). Subgroup analyses showed an intervention effect in highly fatigued patients. Unexpectedly, these patients had significant reductions in hippocampal volume, compared to the control group (e.g., total hippocampal volume: B = -52.3 mm3, 95 % CI = -100.3 - -4.4)), which was related to improved memory functioning (HVLT-R total recall: B = -0.022, 95 % CI = -0.039 - -0.005; ACS Wordlist Learning: B = -0.039, 95 % CI = -0.062 - -0.015). CONCLUSIONS No exercise intervention effects were found on hippocampal volume, hippocampal subfield volumes, cortical thickness or grey matter volume for the entire intervention group. Contrary to what we expected, in highly fatigued patients a reduction in hippocampal volume was found after the intervention, which was related to improved memory functioning. These results suggest that physical fitness may benefit cognition in specific groups and stress the importance of further research into the biological basis of this finding.
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Affiliation(s)
- E W Koevoets
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands; Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - M I Geerlings
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands; Department of General Practice, Amsterdam UMC, Amsterdam, the Netherlands
| | - E M Monninkhof
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands
| | - R Mandl
- Department of Psychiatry, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands
| | - L Witlox
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands
| | - E van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - M M Stuiver
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands; Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, the Netherlands; Center of Expertise Urban Vitality, Faculty of Health, University of Applied Sciences, Amsterdam, the Netherlands
| | - G S Sonke
- Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - M J Velthuis
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
| | - J J Jobsen
- Medical School Twente, Medisch Spectrum Twente, Enschede, the Netherlands
| | - J van der Palen
- Medical School Twente, Medisch Spectrum Twente, Enschede, the Netherlands; Department of Research Methodology, Measurement, Universiteit Twente, Enschede, the Netherlands
| | - M E M M Bos
- Department of Medical Oncology, ErasmusMC Cancer Institute, Rotterdam, the Netherlands
| | - E Göker
- Department of Medical Oncology, Alexander Monro Hospital, Bilthoven, the Netherlands
| | | | - D W Sommeijer
- Department of Internal Medicine, Flevohospital, Almere, the Netherlands; Department of Medical Oncology, Amsterdam UMC, Amsterdam, the Netherlands
| | - A M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht and Utrecht University, Utrecht, the Netherlands
| | - M B de Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - S B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Brain and Cognition Group, University of Amsterdam, Amsterdam, the Netherlands.
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15
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Chaudhary S, Zhornitsky S, Roy A, Summers C, Ahles T, Li CR, Chao HH. The effects of androgen deprivation on working memory and quality of life in prostate cancer patients: The roles of hypothalamic connectivity. Cancer Med 2022; 11:3425-3436. [PMID: 35315585 PMCID: PMC9487881 DOI: 10.1002/cam4.4704] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 03/08/2022] [Accepted: 03/11/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Androgen deprivation therapy (ADT) has been associated with adverse effects on the brain. ADT alters testosterone levels via its action on the hypothalamus-pituitary-gonadal axis and may influence hypothalamic functions. Given the wide regional connectivity of the hypothalamus and its role in regulating cognition and behavior, we assessed the effects of ADT on hypothalamic resting state functional connectivity (rsFC) and their cognitive and clinical correlates. METHODS In a prospective observational study, 22 men with nonmetastatic prostate cancer receiving ADT and 28 patients not receiving ADT (controls), matched in age, years of education, and Montreal Cognitive Assessment score, participated in N-back task and quality of life (QoL) assessments and brain imaging at baseline and at 6 months. Imaging data were processed with published routines and the results of a group by time flexible factorial analysis were evaluated at a corrected threshold. RESULTS ADT and control groups did not differ in N-back performance or QoL across time points. Relative to controls, patients receiving ADT showed significantly higher hypothalamus-right mid-cingulate cortex (MCC) and precentral gyrus (PCG) rsFC during follow-up versus baseline. Further, the changes in MCC and PCG rsFC were correlated positively with the change in QoL score and 0-back correct response rate, respectively, in patients with undergoing ADT. CONCLUSION Six-month ADT affects hypothalamic functional connectivity with brain regions critical to cognitive motor and affective functions. Elevated hypothalamic MCC and PCG connectivity likely serve to functionally compensate for the effects of ADT and sustain attention and overall QoL. The longer-term effects of ADT remain to be investigated.
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Affiliation(s)
- Shefali Chaudhary
- Department of PsychiatryYale University School of MedicineNew HavenConnecticutUSA
| | - Simon Zhornitsky
- Department of PsychiatryYale University School of MedicineNew HavenConnecticutUSA
| | - Alicia Roy
- VA Connecticut Healthcare SystemWest HavenConnecticutUSA
| | | | - Tim Ahles
- Department of Psychiatry and Behavioral SciencesMemorial Sloan Kettering Cancer CenterNew YorkNew YorkUSA
| | - Chiang‐Shan R. Li
- Departments of Psychiatry and Neuroscience, Interdepartmental Neuroscience ProgramYale University School of Medicine, Wu Tsai Institute, Yale UniversityNew HavenConnecticutUSA
| | - Herta H. Chao
- VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- Department of Medicine & Yale Comprehensive Cancer CenterYale University School of MedicineNew HavenCTUSA
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16
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Allemann-Su YY, Vetter M, Koechlin H, Paul SM, Cooper BA, Oppegaard K, Melisko M, Levine JD, Conley Y, Miaskowski C, Katapodi MC. Pre-Surgery Demographic, Clinical, and Symptom Characteristics Associated with Different Self-Reported Cognitive Processes in Patients with Breast Cancer. Cancers (Basel) 2022; 14:cancers14133281. [PMID: 35805053 PMCID: PMC9265628 DOI: 10.3390/cancers14133281] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 06/28/2022] [Accepted: 07/04/2022] [Indexed: 02/01/2023] Open
Abstract
Cancer related cognitive impairment (CRCI) is a common and persistent symptom in breast cancer patients. The Attentional Function Index (AFI) is a self-report measure that assesses CRCI. AFI includes three subscales, namely effective action, attentional lapses, and interpersonal effectiveness, that are based on working memory, inhibitory control, and cognitive flexibility. Previously, we identified three classes of patients with distinct CRCI profiles using the AFI total scores. The purpose of this study was to expand our previous work using latent class growth analysis (LCGA), to identify distinct cognitive profiles for each of the AFI subscales in the same sample (i.e., 397 women who were assessed seven times from prior to through to 6 months following breast cancer surgery). For each subscale, parametric and non-parametric statistics were used to determine differences in demographic, clinical, and pre-surgical psychological and physical symptoms among the subgroups. Three-, four-, and two-classes were identified for the effective action, attentional lapses, and interpersonal effectiveness subscales, respectively. Across all three subscales, lower functional status, higher levels of anxiety, depression, fatigue, and sleep disturbance, and worse decrements in energy were associated with worse cognitive performance. These and other modifiable characteristics may be potential targets for personalized interventions for CRCI.
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Affiliation(s)
- Yu-Yin Allemann-Su
- Department of Clinical Research, University of Basel, 4055 Basel, Switzerland;
| | - Marcus Vetter
- Department of Oncology, Cantonal Hospital Basel-Land, 4410 Listel, Switzerland;
| | - Helen Koechlin
- Division of Child and Adolescent Health Psychology, Department of Psychology, University of Zurich, 8050 Zurich, Switzerland;
- Division of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Basel, 4055 Basel, Switzerland
- Department of Anaesthesiology, Critical Care and Pain Medicine, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Steven M. Paul
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Bruce A. Cooper
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Kate Oppegaard
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
| | - Michelle Melisko
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Jon D. Levine
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Yvette Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA 15261, USA;
| | - Christine Miaskowski
- School of Nursing, University of California San Francisco, San Francisco, CA 94143, USA; (S.M.P.); (B.A.C.); (K.O.); (C.M.)
- School of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; (M.M.); (J.D.L.)
| | - Maria C. Katapodi
- Department of Clinical Research, University of Basel, 4055 Basel, Switzerland;
- Correspondence: ; Tel.: +41-61-207-0430
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17
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McDonald BC, Van Dyk K, Deardorff RL, Bailey JN, Zhai W, Carroll JE, Root JC, Ahles TA, Mandelblatt JS, Saykin AJ. Multimodal MRI examination of structural and functional brain changes in older women with breast cancer in the first year of antiestrogen hormonal therapy. Breast Cancer Res Treat 2022; 194:113-126. [PMID: 35476252 PMCID: PMC9255382 DOI: 10.1007/s10549-022-06597-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 04/05/2022] [Indexed: 11/29/2022]
Abstract
PURPOSE Cancer patients are concerned about treatment-related cognitive problems. We examined effects of antiestrogen hormonal therapy on brain imaging metrics in older women with breast cancer. METHODS Women aged 60 + treated with hormonal therapy only and matched non-cancer controls (n = 29/group) completed MRI and objective and self-reported cognitive assessment at pre-treatment/enrollment and 12 months later. Gray matter was examined using voxel-based morphometry (VBM), FreeSurfer, and brain age calculations. Functional MRI (fMRI) assessed working memory-related activation. Analyses examined cross-sectional and longitudinal differences and tested associations between brain metrics, cognition, and days on hormonal therapy. RESULTS The cancer group showed regional reductions over 12 months in frontal, temporal, and parietal gray matter on VBM, reduced FreeSurfer cortical thickness in prefrontal, parietal, and insular regions, and increased working memory-related fMRI activation in frontal, cingulate, and visual association cortex. Controls showed only reductions in fusiform gyrus on VBM and FreeSurfer temporal and parietal cortex thickness. Women with breast cancer showed higher estimated brain age and lower regional gray matter volume than controls at both time points. The cancer group showed a trend toward lower performance in attention, processing speed, and executive function at follow-up. There were no significant associations between brain imaging metrics and cognition or days on hormonal therapy. CONCLUSION Older women with breast cancer showed brain changes in the first year of hormonal therapy. Increased brain activation during working memory processing may be a sign of functional compensation for treatment-related structural changes. This hypothesis should be tested in larger samples over longer time periods. CLINICALTRIALS GOV IDENTIFIER NCT03451383.
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Affiliation(s)
- Brenna C McDonald
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA.
| | - Kathleen Van Dyk
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine and UCLA Jonnson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, CA, USA
| | - Rachael L Deardorff
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Jessica N Bailey
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Wanting Zhai
- Georgetown University and Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Judith E Carroll
- Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine and UCLA Jonnson Comprehensive Cancer Center, University of California at Los Angeles, Los Angeles, CA, USA
| | - James C Root
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jeanne S Mandelblatt
- Georgetown University and Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine and Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA
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18
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Deng J, Qian Y, Chen X, Jiang J. Data Analysis for Modeling the Effect of Acupuncture on Postchemotherapy Cancer Fatigue in Gynecologic Oncology Patients. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:7201485. [PMID: 35733570 PMCID: PMC9208934 DOI: 10.1155/2022/7201485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 05/10/2022] [Accepted: 05/17/2022] [Indexed: 11/24/2022]
Abstract
Now cancer-related fatigue is gradually being emphasized, which is a common symptom in cancer patients. During long-term radiotherapy, the emotion of patients will be affected directly, and inevitably produce cancer-caused fatigue needle symptoms. Moreover, the weakness and fatigue are always produced simultaneously, which are harmful to patients' prognosis level of their overall survival quality. The acupuncture has a helpful effect on improving the Chinese medical evidence of side effects caused by radiotherapy and chemotherapy in tumor patients. In this paper, we model the effect of acupuncture on cancer fatigue after chemotherapy in gynecologic oncology patients through data analysis, so as to effectively analyze the degree of cancer fatigue after chemotherapy in patients.
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Affiliation(s)
- Jili Deng
- Clinical Medical College, Guang'an Vocational & Technical College, Guang'an, Sichuan 638500, China
| | - Yao Qian
- Clinical Medical College, Guang'an Vocational & Technical College, Guang'an, Sichuan 638500, China
| | - Xingyu Chen
- Cancer Hospital of Chongqing University, Shapingba, Chongqing 400030, China
| | - Juan Jiang
- Cancer Hospital of Chongqing University, Shapingba, Chongqing 400030, China
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19
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Mentzelopoulos A, Karanasiou I, Papathanasiou M, Kelekis N, Kouloulias V, Matsopoulos GK. A Comparative Analysis of White Matter Structural Networks on SCLC Patients After Chemotherapy. Brain Topogr 2022; 35:352-362. [PMID: 35212837 DOI: 10.1007/s10548-022-00892-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 02/02/2022] [Indexed: 12/16/2022]
Abstract
Previous sMRI, DTI and rs-fMRI studies in small cell lung cancer (SCLC) patients have reported that patients after chemotherapy had gray and white matter structural alterations along with functional deficits. Nonetheless, few are known regarding the potential alterations in the topological organization of the WM structural network in SCLC patients after chemotherapy. In this context, the scope of the present study is to evaluate the WM structural network of 20 SCLC patients after chemotherapy and to 14 healthy controls, by applying a combination of DTI with graph theory. The results revealed that both SCLC and healthy controls groups demonstrated small world properties. The SCLC patients had decreased values in the clustering coefficient, local efficiency and degree metrics as well as increased shortest path length when compared to the healthy controls. Moreover, the two groups reported different topological reorganization of hub distribution. Lastly, the SCLC patients exhibited significantly decreased structural connectivity in comparison to the healthy group. These results underline that the topological organization of the WM structural network in SCLC patients was disrupted and hence constitute new vital information regarding the effects that chemotherapy and cancer may have in the patients' brain at network level.
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Affiliation(s)
- Anastasios Mentzelopoulos
- School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece.
| | | | - Matilda Papathanasiou
- Radiotherapy Unit, 2nd Department of Radiology, ATTIKON University Hospital, Athens, Greece
| | - Nikolaos Kelekis
- Radiotherapy Unit, 2nd Department of Radiology, ATTIKON University Hospital, Athens, Greece
| | - Vasileios Kouloulias
- Radiotherapy Unit, 2nd Department of Radiology, ATTIKON University Hospital, Athens, Greece
| | - George K Matsopoulos
- School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece
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20
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Risacher SL, Saykin AJ. Neuroimaging Advances in Neurologic and Neurodegenerative Diseases. Neurotherapeutics 2021; 18:659-660. [PMID: 34410634 PMCID: PMC8423931 DOI: 10.1007/s13311-021-01105-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/06/2021] [Indexed: 01/01/2023] Open
Affiliation(s)
- Shannon L Risacher
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Andrew J Saykin
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA
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