1
|
Chen VCH, Chuang W, Tsai YH, McIntyre RS, Weng JC. Longitudinal assessment of chemotherapy-induced brain connectivity changes in cerebral white matter and its correlation with cognitive functioning using the GQI. Front Neurol 2024; 15:1332984. [PMID: 38385045 PMCID: PMC10879440 DOI: 10.3389/fneur.2024.1332984] [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: 11/08/2023] [Accepted: 01/23/2024] [Indexed: 02/23/2024] Open
Abstract
Objective Breast cancer was the most prevalent type of cancer and had the highest incidence rate among women worldwide. The wide use of adjuvant chemotherapy might have a detrimental effect on the human brain and result in chemotherapy-related cognitive impairment (CICI) among breast cancer patients. Furthermore, prior to chemotherapy, patients reported cancer-related cognitive impairment (CRCI), which might be due to physiological factors or mood symptoms. The present longitudinal study aimed to investigate microstructural and macroscale white matter alterations by generalized q-sampling imaging (GQI). Methods The participants were categorized into a pre-chemotherapy group (BB) if they were diagnosed with primary breast cancer and an age-matched noncancer control group (HC). Some participants returned for follow-up assessment. In the present follow up study, 28 matched pairs of BB/BBF (follow up after chemotherapy) individuals and 28 matched pairs of HC/HCF (follow up) individuals were included. We then used GQI and graph theoretical analysis (GTA) to detect microstructural alterations in the whole brain. In addition, we evaluated the relationship between longitudinal changes in GQI indices and neuropsychological tests as well as psychiatric comorbidity. Findings The results showed that disruption of white matter integrity occurred in the default mode network (DMN) of patients after chemotherapy, such as in the corpus callosum (CC) and middle frontal gyrus (MFG). Furthermore, weaker connections between brain regions and lower segregation ability were observed in the post-chemotherapy group. Significant correlations were observed between neuropsychological tests and white matter tracts of the CC, MFG, posterior limb of the internal capsule (PLIC) and superior longitudinal fasciculus (SLF). Conclusion The results provided evidence of white matter alterations in breast cancer patients, and they may serve as potential imaging markers of cognitive changes. In the future, the study may be beneficial to create and evaluate strategies designed to maintain or improve cognitive function in breast cancer patients undergoing chemotherapy.
Collapse
Affiliation(s)
- Vincent Chin-Hung Chen
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Psychiatry, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Wei Chuang
- Department of Medical Imaging and Radiological Sciences, and Department of Artificial Intelligence, Chang Gung University, Taoyuan, Taiwan
| | - Yuan-Hsiung Tsai
- School of Medicine, Chang Gung University, Taoyuan, Taiwan
- Department of Diagnostic Radiology, Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Roger S. McIntyre
- Mood Disorder Psychopharmacology Unit, University Health Network, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Departments of Psychiatry and Pharmacology, University of Toronto, Toronto, ON, Canada
| | - Jun-Cheng Weng
- Department of Psychiatry, Chang Gung Memorial Hospital, Chiayi, Taiwan
- Department of Medical Imaging and Radiological Sciences, and Department of Artificial Intelligence, Chang Gung University, Taoyuan, Taiwan
| |
Collapse
|
2
|
Vogel RI, Stenzel AE, Lee H, Hunter-Schlichting D, Wesley E, Uppendahl LD, Geller MA, Nelson HH. Prevalence of active cytomegalovirus infection at diagnosis of ovarian cancer and during chemotherapy and subsequent changes in cognitive functioning. BMC Cancer 2023; 23:1057. [PMID: 37923995 PMCID: PMC10623703 DOI: 10.1186/s12885-023-11566-y] [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: 05/12/2023] [Accepted: 10/25/2023] [Indexed: 11/06/2023] Open
Abstract
PURPOSE One of the most frequently reported effects of cancer and its treatments is cancer-related cognitive impairment (CRCI). Viral infections may affect inflammation and immune function and therefore may influence patient symptoms, including CRCI. The goal of this study was to describe the prevalence of cytomegalovirus (CMV) infections at diagnosis, during, and after chemotherapy in individuals with ovarian cancer and explore CMV infection at diagnosis with cancer-related cognitive impairment (CRCI) following chemotherapy. METHODS We recruited adults newly diagnosed with ovarian, primary peritoneal or fallopian tube cancer at a single academic cancer center into two prospective studies. In Study 1 (N = 71), participants provided blood samples at diagnosis. In Study 2 (N = 18), participants provided blood samples and completed symptom surveys before, during and after front-line adjuvant chemotherapy. Serum CMV DNA levels were assessed using digital PCR; >100 copies/mL of serum was considered positive for active CMV infection (CMV+). CRCI was measured using the Functional Assessment of Cancer Therapy - Cognitive Function (FACT-Cog) questionnaire. Changes in FACT-Cog scores were compared by CMV status at diagnosis using t-tests at each time point. RESULTS At diagnosis, 29.2% were CMV+ (28.2% in Study 1, 33.3% in Study 2). Following three cycles of chemotherapy (Study 2), CMV positivity rose to 60.0% and then back down to 31.3% after chemotherapy. We observed significant differences in CRCI following chemotherapy by CMV status at diagnosis. CONCLUSION Our data suggest that active CMV infection is common among patients undergoing treatment for ovarian cancer and may contribute to symptoms of CRCI.
Collapse
Affiliation(s)
- Rachel I Vogel
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, 420 Delaware Street SE, MMC 395, Minneapolis, MN, 55455, USA.
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
| | - Ashley E Stenzel
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, 420 Delaware Street SE, MMC 395, Minneapolis, MN, 55455, USA
- Department of Family Medicine & Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Heewon Lee
- Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, MN, USA
| | - DeVon Hunter-Schlichting
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - Erin Wesley
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, 420 Delaware Street SE, MMC 395, Minneapolis, MN, 55455, USA
| | - Locke D Uppendahl
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, 420 Delaware Street SE, MMC 395, Minneapolis, MN, 55455, USA
| | - Melissa A Geller
- Department of Obstetrics, Gynecology and Women's Health, University of Minnesota, 420 Delaware Street SE, MMC 395, Minneapolis, MN, 55455, USA
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Heather H Nelson
- Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| |
Collapse
|
3
|
Melis M, Schroyen G, Leenaerts N, Smeets A, Sunaert S, Van der Gucht K, Deprez S. The impact of mindfulness on cancer-related cognitive impairment in breast cancer survivors with cognitive complaints. Cancer 2023; 129:1105-1116. [PMID: 36625501 DOI: 10.1002/cncr.34640] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 12/12/2022] [Accepted: 12/15/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Interventions that target cancer-related cognitive impairment (CRCI) to improve the quality of life of cancer survivors are needed. In this study, the potential of a mindfulness-based intervention to reduce CRCI in breast cancer survivors, compared with physical training and a wait list control group, was investigated. METHODS Breast cancer survivors with cognitive complaints (N = 117) were randomly allocated to a mindfulness (n = 43), physical training (n = 36), or wait list control condition (n = 38). Participants completed neuropsychological tests and questionnaires before the intervention, immediately after, and 3 months after intervention. The primary outcome measure was the change in cognitive complaints over time. Secondary outcomes were objective cognitive impairment and psychological well-being. All outcomes were compared between groups over time using linear mixed models, including participants with missing values. RESULTS Of the 117 included participants, 96 completed the three assessments. Participants in the three groups reported decreased cognitive complaints after intervention, without group differences. There were no between-group differences in objective cognitive impairment after intervention compared with baseline. Compared with the wait list control group, participants reported increased mindfulness skills and reduced emotional distress after mindfulness and reduced emotional distress and fatigue after physical training. CONCLUSION Contrary to the hypothesis, all groups reported an improvement in cognitive complaints over time. It is suggested that priming and acknowledgment of CRCI might alter the experience of cognitive impairment. Additionally, both mindfulness-based intervention and physical training can improve psychological well-being of breast cancer survivors with cognitive complaints.
Collapse
Affiliation(s)
- Michelle Melis
- Department of Imaging and Pathology, Leuven Brain Institute, Translational MRI, Catholic University Leuven, Leuven, Belgium.,Research Foundation Flanders (FWO), Flanders, Belgium.,Leuven Cancer Institute, Catholic University Leuven, Leuven, Belgium
| | - Gwen Schroyen
- Department of Imaging and Pathology, Leuven Brain Institute, Translational MRI, Catholic University Leuven, Leuven, Belgium.,Leuven Cancer Institute, Catholic University Leuven, Leuven, Belgium
| | - Nicolas Leenaerts
- Department of Neurosciences, Leuven Brain Institute, Mind-body Research, Catholic University Leuven, Leuven, Belgium
| | - Ann Smeets
- Leuven Cancer Institute, Catholic University Leuven, Leuven, Belgium.,Department of Oncology, Surgical Oncology, Catholic University Leuven, Leuven, Belgium.,Department of Surgical Oncology, Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging and Pathology, Leuven Brain Institute, Translational MRI, Catholic University Leuven, Leuven, Belgium.,Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Katleen Van der Gucht
- Leuven Mindfulness Centre, Faculty of Psychology and Educational Sciences, Catholic University Leuven, Leuven, Belgium.,Department of Rehabilitation Sciences, Neuromodulation Laboratory, Biomedical Sciences Group, Catholic University Leuven, Leuven, Belgium.,Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Sabine Deprez
- Department of Imaging and Pathology, Leuven Brain Institute, Translational MRI, Catholic University Leuven, Leuven, Belgium.,Leuven Cancer Institute, Catholic University Leuven, Leuven, Belgium
| |
Collapse
|
4
|
Yang J, Deng Y, Liu D, Tan Y, Lin M, Zhou X, Zhang J, Yu H, Hu Y, Tang Y, Jiang S, Zhang J. Brain network deficits in breast cancer patients after early neoadjuvant chemotherapy: A longitudinal MRI study. J Neurosci Res 2023; 101:1138-1153. [PMID: 36791216 DOI: 10.1002/jnr.25178] [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: 08/28/2022] [Revised: 01/27/2023] [Accepted: 01/31/2023] [Indexed: 02/17/2023]
Abstract
Breast cancer (BC) patients who undergo chemotherapy are likely to develop chemotherapy-related cognitive impairment (CRCI). Recent studies of BC patients after chemotherapy have used graph theory to investigate the topological properties of the brain functional connectome. However, little is known about structural morphological networks in BC patients after early neoadjuvant chemotherapy (NAC). Brain morphological network organization in 47 female participants with BC was investigated before and after NAC. Topological properties of brain networks were ascertained based on morphological similarities in regional gray matter using a graph theory approach based on 3D T1-weighted MRI data. Nonparametric permutation testing was used to assess longitudinal-group differences in topological metrics. Compared with BC patients before NAC, BC patients after early NAC showed significantly increased global efficiency (p = .048), decreased path length (p = .033), and abnormal nodal properties and connectivity, mainly located in the central executive network (CEN). The change in the network efficiency of the right caudate was negatively correlated with the change in the Self-Rating Anxiety Scale score (r = -.435, p = .008), and the change in the nodal degree of the left superior frontal gyrus (dorsolateral part) was positively correlated with the change in the Functional Assessment of Cancer Therapy score (r = .547, p = .002). BC participants showed randomization in global properties and dysconnectivity in the CEN after early NAC. NAC may disrupt the cognitive balance of the brain morphological network in individuals with BC.
Collapse
Affiliation(s)
- Jing Yang
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Yongchun Deng
- Department of Breast Cancer Center, Chongqing University Cancer Hospital, School of Medicine, Chongqing, China.,Chongqing Key Laboratory for Intelligent Oncology in Breast Cancer (iCQBC), Chongqing University Cancer Hospital, School of Medicine, Chongqing, China
| | - Daihong Liu
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Yong Tan
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Meng Lin
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Xiaoyu Zhou
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Jing Zhang
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Hong Yu
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Yixin Hu
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Yu Tang
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Shixi Jiang
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| | - Jiuquan Zhang
- Department of Radiology, Chongqing University Cancer Hospital, School of Medicine, Chongqing University, Chongqing, China
| |
Collapse
|
5
|
Evidence-Based Guidance for Breast Cancer Survivorship. Hematol Oncol Clin North Am 2023; 37:225-243. [PMID: 36435612 DOI: 10.1016/j.hoc.2022.08.019] [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: 11/24/2022]
Abstract
Breast cancer survivorship care includes management of lingering physical symptoms, supports to address the emotional toll exacted by a cancer diagnosis and cancer therapies, monitoring and optimization of cardiac and bone health, general wellness promotion, reproductive health care, surveillance for cancer recurrence, care coordination, and efforts to mitigate health disparities.
Collapse
|
6
|
Root JC, Gaynor AM, Ahsan A, Jung D, Schofield E, Ryan E, Li Y, Ahles TA. Remote, Computerised Cognitive Assessment for Breast Cancer- and Treatment-Related Cognitive Dysfunction: Psychometric Characteristics of the Cogsuite Neurocognitive Battery. ARCHIVES OF CLINICAL NEUROPSYCHOLOGY : THE OFFICIAL JOURNAL OF THE NATIONAL ACADEMY OF NEUROPSYCHOLOGISTS 2023:6991200. [PMID: 36655820 PMCID: PMC10369363 DOI: 10.1093/arclin/acac111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/19/2022] [Indexed: 01/20/2023]
Abstract
OBJECTIVE Cancer-related cognitive dysfunction (CRCD) is a significant concern for breast cancer survivors. The Cogsuite battery was developed to improve sensitivity to CRCD with the use of cognitive experimental measures, clarify specific cognitive processes impacted and to be capable of being administered either in-office or remotely. METHODS In sum, 357 breast cancer survivors and non-cancer controls completed the Cogsuite Battery in-office (n = 76) or remotely (n = 281). Measure validity, sensitivity to demographic factors, correlations with standard neuropsychological measures and intercorrelations of Cogsuite variables were assessed. Test-retest reliability was evaluated in-office (n = 24) and remotely (n = 80). RESULTS Test-retest reliability for most variables assessed was adequate to strong. Internal validity, as indicated by the confirmation of expected condition effects within each measure, was established for all measures. Assessment of external validity found age, but not education, was a significant predictor in the majority of measures. Assessment of criterion validity found that Cogsuite variables were correlated with standard measures in psychomotor speed, working memory and executive function, but not associated with self-reported cognition or mood. CONCLUSIONS Cogsuite is reliable and valid, and is sensitive to the effects of increasing age on cognition. The addition of the Cogsuite battery to standard assessment may improve sensitivity to CRCD and identify underlying processes that may be affected. Remote use of the Cogsuite battery in appropriate settings will lessen the burden for providers, researchers and survivors in research and clinical contexts.
Collapse
Affiliation(s)
- James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Alexandra M Gaynor
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.,Taub Institute for Research on Alzheimer's Disease and the Aging Brain, Columbia University, New York, NY 10027, USA.,Cognitive Neuroscience Division, Department of Neurology, Columbia University, New York, NY 10027, USA
| | - Anam Ahsan
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | | | - Elizabeth Schofield
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Elizabeth Ryan
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yuelin Li
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| |
Collapse
|
7
|
Phillips NS, Rao V, Kmetz L, Vela R, Medick S, Krull K, Kesler SR. Changes in Brain Functional and Effective Connectivity After Treatment for Breast Cancer and Implications for Intervention Targets. Brain Connect 2022; 12:385-397. [PMID: 34210168 PMCID: PMC9131353 DOI: 10.1089/brain.2021.0049] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: Patients with breast cancer frequently report cognitive impairment both during and after completion of therapy. Evidence suggests that cancer-related cognitive impairments are related to widespread neural network dysfunction. The default mode network (DMN) is a large conserved network that plays a critical role in integrating the functions of various neural systems. Disruption of the network may play a key role in the development of cognitive impairment. Methods: We compared neuroimaging and neurocognitive data from 43 newly diagnosed primary breast cancer patients (mean age = 48, standard deviation [SD] = 8.9 years) and 50 frequency-matched healthy female controls (mean age = 50, SD = 10 years) before treatment and 1 year after treatment completion. Functional and effective connectivity measures of the DMN were obtained using graph theory and Bayesian network analysis methods, respectively. Results: Compared with healthy females, the breast cancer group displayed higher global efficiency and path length post-treatment (p < 0.03, corrected). Breast cancer survivors showed significantly lower performance on measures of verbal memory, attention, and verbal fluency (p < 0.05) at both time points. Within the DMN, local brain network organization, as measured by edge-betweenness centralities, was significantly altered in the breast cancer group compared with controls at both time points (p < 0.0001, corrected), with several connections showing a significant group-by-time effect (p < 0.003, corrected). Effective connectivity demonstrated significantly altered patterns of neuronal coupling in patients with breast cancer (p < 0.05). Significant correlations were seen between hormone blockade therapy, radiation therapy, chemotherapy cycles, memory, and verbal fluency test and edge-betweenness centralities. Discussion: This pattern of altered network organization in the default mode is believed to result in reduced network efficiency and disrupted communication. Subregions of the DMN, the orbital prefrontal cortex and posterior memory network, appear to be at the center of this disruption and this could inform future interventions. Impact statement This prospective study is the first to investigate how post-treatment changes in functional and effective connectivity in the regions of default mode network are related to cancer therapy and measures of memory and verbal learning in breast cancer patients. We demonstrate that the interactions between treatment, brain connectivity, and neurocognitive outcomes coalesce around a subgroup of brain structures in the orbital frontal and parietal lobe. This would suggest that interventions that target these regions may improve neurocognitive outcomes in breast cancer survivors.
Collapse
Affiliation(s)
- Nicholas S. Phillips
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Vikram Rao
- School of Nursing, University of Texas at Austin, Austin, Texas, USA
| | - Lorie Kmetz
- School of Nursing, University of Texas at Austin, Austin, Texas, USA
| | - Ruben Vela
- School of Nursing, University of Texas at Austin, Austin, Texas, USA
- Department of Diagnostic Medicine, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA
| | - Sarah Medick
- School of Nursing, University of Texas at Austin, Austin, Texas, USA
| | - Kevin Krull
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Shelli R. Kesler
- School of Nursing, University of Texas at Austin, Austin, Texas, USA
- Department of Diagnostic Medicine, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA
- Center for Computational Oncology, Oden Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, Texas, USA
| |
Collapse
|
8
|
Durán-Gómez N, López-Jurado CF, Nadal-Delgado M, Pérez-Civantos D, Guerrero-Martín J, Cáceres MC. Chemotherapy-Related Cognitive Impairment in Patients with Breast Cancer Based on Functional Assessment and NIRS Analysis. J Clin Med 2022; 11:jcm11092363. [PMID: 35566489 PMCID: PMC9100963 DOI: 10.3390/jcm11092363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 04/03/2022] [Accepted: 04/21/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Chemotherapy-related cognitive impairment (CRCI), or “chemobrain,” isdefined as a phenomenon of cognitive deficits in cancer patients after chemotherapy and is characterized by deficits in areas of cognition, including memory, attention, speed of processing, and executive function, which seriously affect quality of life. The purpose of this study is to investigate the impact of CRCI in breast cancer (BC) patients in chemotherapy treatment (CT+) or not (CT−) and to analyze their relationship with detectable objective changes in cerebral activity during the execution of a phonological and semantic verbal fluency task (PVF and SVF). Methods: An observational, cross-sectional study was carried out at Badajoz University Hospital (Spain). A total of 180 women with BC were included. We used Cognitive Scale (FACT-Cog) for neuropsychological subjective assessment, obtaining scores of perceived cognitive impairment (PCI), and near-infrared spectroscopy system (NIRS) for neuropsychological objective assessment during a verbal fluency task (PVF and SVF), determining alterations in the prefrontal cortex (PFC) assessed as changes in regional saturation index (rSO2). Results: A total of 41.7% percent of the patients in the sample had PCI. CT+ was significantly associated with a worse impact in PCI (X¯ = 50.60 ± 15.64 vs. X¯ = 55.01 ± 12.10; p = 0.005). Average rSO2 decreased significantly in CT+ (X¯ = 63.30 ± 8.02 vs. X¯ = 67.98 ± 7.80; p < 0.001), and BC patients showed a significant decrease in PVF and SVF on average (X¯ = 41.99 ± 9.52 vs. X¯ = 47.03 ± 9.31, and X¯ = 33.43 ± 11.0 vs. X¯ = 36.14 ± 10.68, respectively; p < 0.001). Conclusions: Our findings suggest that cognitive impairments in the domain of executive functioning exist among patients with BC who received CT. The results corroborate the hypothesis that CT is an important factor in cognitive impairment in patients with BC, which has been demonstrated by both subjective (PCI) and objective (PVF, SVF, and rSO2) neuropsychological measures. The combination of doxorubicin, cyclophosphamide, and docetaxel induce cognitive impairment.
Collapse
Affiliation(s)
- Noelia Durán-Gómez
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (C.F.L.-J.); (J.G.-M.); (M.C.C.)
- Correspondence: ; Tel.: +34-92-428-9466
| | - Casimiro Fermín López-Jurado
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (C.F.L.-J.); (J.G.-M.); (M.C.C.)
| | | | - Demetrio Pérez-Civantos
- Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, Hospital Universitario de Badajoz, 06006 Badajoz, Spain;
| | - Jorge Guerrero-Martín
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (C.F.L.-J.); (J.G.-M.); (M.C.C.)
| | - Macarena C. Cáceres
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (C.F.L.-J.); (J.G.-M.); (M.C.C.)
| |
Collapse
|
9
|
Saward JB, Ellis EG, Cobden AL, Caeyenberghs K. Mapping cognitive deficits in cancer patients after chemotherapy: An Activation Likelihood Estimation meta-analysis of task-related fMRI studies. Brain Imaging Behav 2022; 16:2320-2334. [PMID: 35366180 PMCID: PMC9581855 DOI: 10.1007/s11682-022-00655-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/26/2022] [Indexed: 12/23/2022]
Abstract
Recent neuroimaging studies have reported alterations in brain activation during cognitive tasks in cancer patients who have undergone chemotherapy treatment. However, the location of these altered brain activation patterns after chemotherapy varies considerably across studies. The aim of the present meta-analysis was to quantitatively synthesise this body of evidence using Activation Likelihood Estimation to identify reliable regions of altered brain activation in cancer patients treated with chemotherapy, compared to healthy controls and no chemotherapy controls. Our systematic search identified 12 studies that adopted task-related fMRI on non-central nervous system cancer patients who received chemotherapy relative to controls. All studies were included in the analyses and were grouped into four contrasts. Cancer patients treated with chemotherapy showed reduced activation in the left superior parietal lobe/precuneus (family-wise error corrected p < .05) compared to no chemotherapy controls. No significant clusters were found in three of our contrasts. The majority of studies did not support an association between altered brain activation and cognitive performance after chemotherapy. Findings point towards a possible chemotherapy-induced alteration, which could inform targeted treatment strategies. With continued work in this field using homogenous task-related protocols and cancer populations, fMRI may be used as a biomarker of cognitive deficits in the future.
Collapse
Affiliation(s)
- Jacqueline B Saward
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne Burwood Campus, 221 Burwood Highway, Burwood, VIC, 3125, Australia.
| | - Elizabeth G Ellis
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne Burwood Campus, 221 Burwood Highway, Burwood, VIC, 3125, Australia
| | - Annalee L Cobden
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne Burwood Campus, 221 Burwood Highway, Burwood, VIC, 3125, Australia
| | - Karen Caeyenberghs
- Cognitive Neuroscience Unit, School of Psychology, Deakin University, Melbourne Burwood Campus, 221 Burwood Highway, Burwood, VIC, 3125, Australia
| |
Collapse
|
10
|
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
|
11
|
Bernstein LJ, Edelstein K, Sharma A, Alain C. Chemo-brain: An activation likelihood estimation meta-analysis of functional magnetic resonance imaging studies. Neurosci Biobehav Rev 2021; 130:314-325. [PMID: 34454915 DOI: 10.1016/j.neubiorev.2021.08.024] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 07/24/2021] [Accepted: 08/23/2021] [Indexed: 11/17/2022]
Abstract
Adults with non-central nervous system (CNS) cancers frequently report problems in attention, memory and executive function during or after chemotherapy, referred to as cancer-related cognitive dysfunction (CRCD). Despite numerous studies investigating CRCD, there is no consensus regarding the brain areas implicated. We sought to determine if there are brain areas that consistently show either hyper- or hypo-activation in people treated with chemotherapy for non-CNS cancer (Chemo+). Using activation likelihood estimation on brain coordinates from 14 fMRI studies yielding 25 contrasts from 375 Chemo+ and 429 chemotherapy-naive controls while they performed cognitive tasks, the meta-analysis yielded two significant clusters which are part of the frontoparietal attention network, both showing lower activation in Chemo+. One cluster peaked in the left superior parietal cortex, extending into precuneus, inferior parietal lobule, and angular gyrus. The other peaked in the right superior prefrontal areas, extending into inferior prefrontal cortex. We propose that these observed lower activations reflect a dysfunction in mobilizing and/or sustaining attention due to depletion of cognitive resources. This could explain higher level of mental fatigue reported by Chemo+ and why cancer survivors report problems in a wide variety of cognitive domains.
Collapse
Affiliation(s)
- Lori J Bernstein
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Canada.
| | - Kim Edelstein
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Department of Psychiatry, University of Toronto, Canada
| | - Alisha Sharma
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Claude Alain
- Rotman Research Institute, Baycrest Health Centre, Canada; Department of Psychology, University of Toronto, Canada
| |
Collapse
|
12
|
Umfress A, Speed HE, Tan C, Ramezani S, Birnbaum S, Brekken RA, Sun X, Plattner F, Powell CM, Bibb JA. Neuropathological Effects of Chemotherapeutic Drugs. ACS Chem Neurosci 2021; 12:3038-3048. [PMID: 34370453 DOI: 10.1021/acschemneuro.1c00338] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Novel treatments, screening, and detection methods have prolonged the lives of numerous cancer patients worldwide. Unfortunately, existing and many promising new chemotherapeutics can cause deleterious, off-target side effects in normal tissue and organ systems. The central and peripheral nervous systems are widely recognized as frequent off-target effectors of anticancer drugs which can produce persistent neurological and neuropsychiatric symptoms collectively termed "chemobrain". Following chemotherapy, patients report several forms of cognitive impairment occurring acutely and sometimes persisting years after treatment. There are no effective treatments for cognitive decline induced by chemotherapeutics, and the underlying molecular mechanisms are poorly characterized and understood. In this study, we find that chronic treatment with two common chemotherapeutic agents, cisplatin and gemcitabine, impairs brain region-specific metabolism, hippocampus-dependent memory formation, and stress response behavior. This corresponds to reduced hippocampal synaptic excitability, altered neuronal signal transduction, and neuroinflammation. These findings underline that a better understanding of the basic pathological consequences of chemotherapy-induced cognitive impairment is the first step toward improving cancer treatment survivorship.
Collapse
Affiliation(s)
- Alan Umfress
- Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama 35233, United States
| | | | | | | | | | | | | | | | | | - James A. Bibb
- Department of Surgery, University of Alabama at Birmingham, Birmingham, Alabama 35233, United States
| |
Collapse
|
13
|
Root JC, Pergolizzi D, Pan H, Orlow I, Passik SD, Silbersweig D, Stern E, Ahles TA. Prospective evaluation of functional brain activity and oxidative damage in breast cancer: changes in task-induced deactivation during a working memory task. Brain Imaging Behav 2021; 15:1364-1373. [PMID: 32710338 DOI: 10.1007/s11682-020-00335-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Cancer-related cognitive dysfunction is an important issue for breast cancer survivors. Previous research has identified both cross-sectional and longitudinal alterations in brain function related to cancer status and treatment. In this study, we prospectively collected functional magnetic resonance imaging data in breast cancer cases treated with adjuvant chemotherapy and in controls with no cancer history during a working memory task. Data and blood specimens were collected immediately prior to the start of treatment (baseline) and following completion of treatment (follow-up), and at yoked intervals for controls. In secondary analysis we assessed the levels of oxidative DNA damage in peripheral blood lymphocytes of cases and controls using the Comet assay. A significant group*time interaction revealed reduced deactivation in the superior frontal gyrus in the controls at follow-up, in contrast to cases, who exhibited similar magnitude of deactivation at baseline and follow-up. Working memory performance indicated a significant improvement in the controls at follow-up, and no change in performance in cases. In secondary analyses, oxidative DNA damage levels were elevated in the cases at follow-up compared to controls, but no associations were found between the Comet assay variables and functional imaging at either time-point or group. In light of previous reports on task induced deactivations, our findings reflect continuing effortful processing at follow-up in the breast cancer group, with relatively less effortful processing in the control group given the reduced novelty and practice effects from the baseline to follow-up.
Collapse
Affiliation(s)
- James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, 641 Lexington Avenue, 7th Floor, New York, NY, 10022, USA. .,Weill Cornell Medical College, New York, NY, USA.
| | - Denise Pergolizzi
- School of Medicine and Health Sciences, Universitat Internacional de Catalunya, Barcelona, Spain
| | - Hong Pan
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - David Silbersweig
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Brigham Research Institute Neuroscience Research Center, Brigham and Women's Hospital, Boston, MA, USA
| | - Emily Stern
- Ceretype Neuromedicine, Inc, Cambridge, MA, USA
| | - Tim A Ahles
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, 641 Lexington Avenue, 7th Floor, New York, NY, 10022, USA.,Weill Cornell Medical College, New York, NY, USA
| |
Collapse
|
14
|
Harrison RA, Sharafeldin N, Rexer JL, Streck B, Petersen M, Henneghan AM, Kesler SR. Neurocognitive Impairment After Hematopoietic Stem Cell Transplant for Hematologic Malignancies: Phenotype and Mechanisms. Oncologist 2021; 26:e2021-e2033. [PMID: 34156729 DOI: 10.1002/onco.13867] [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: 05/24/2020] [Accepted: 06/14/2021] [Indexed: 12/16/2022] Open
Abstract
Hematopoietic stem cell transplant (HSCT) plays a central role in the treatment of hematologic cancers. With the increasing survival of patients after HSCT, survivorship issues experienced by this population have become an important outcome. Cognitive impairment is an established sequela of HSCT, with studies to date establishing its presence, associated risk factors, and clinical phenotype. There are multiple potential contributors to cognitive impairment after HSCT. Efforts are ongoing to further characterize its clinical phenotype, associated biomarkers, and biologic underpinnings. A fundamental knowledge of post-HSCT cognitive impairment is of value for all clinicians who interface with this population, and further academic efforts are needed to more fully understand the impact of this cancer treatment on brain health. IMPLICATIONS FOR PRACTICE: As survival outcomes after hematopoietic stem cell transplant (HSCT) improve, an awareness of the post-treatment challenges faced by this population has become central to its care. HSCT can have a sustained and broad impact on brain health, causing cognitive dysfunction, fatigue, disturbed mood, and sleep. In affected patients, autonomy, return to work, relationships, and quality of life may all be affected. A fundamental fluency in this area is important for clinicians interfacing with HSCT survivors, facilitating the identification and management of cognitive dysfunction and concurrent symptom clusters, and stimulating interest in these sequelae as areas for future clinical research.
Collapse
Affiliation(s)
- Rebecca A Harrison
- Department of Neuro-Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Noha Sharafeldin
- Department of Hematology and Oncology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jennie L Rexer
- Department of Neuro-Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Brennan Streck
- Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Melissa Petersen
- Department of Family Medicine, University of North Texas Health Science Center, Fort Worth, Texas, USA
| | - Ashley M Henneghan
- School of Nursing, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA.,Department of Oncology, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA
| | - Shelli R Kesler
- School of Nursing, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA.,Department of Diagnostic Medicine, Dell School of Medicine, University of Texas at Austin, Austin, Texas, USA
| |
Collapse
|
15
|
Schaff LR, Ambady P, Doolittle ND, Grommes C. Primary central nervous system lymphoma: a narrative review of ongoing clinical trials and goals for future studies. ACTA ACUST UNITED AC 2021; 5. [PMID: 33912868 PMCID: PMC8078860 DOI: 10.21037/aol-20-47] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Primary central nervous system lymphoma (PCNSL) is a rare disease of the brain, spine, cerebrospinal fluid (CSF) and/or vitreoretinal space. PCNSL is chemo and radiosensitive but relapse is common even years after initial treatment. Outside of consensus regarding the use of high-dose methotrexate (HD-MTX) for first line treatment, there is little uniformity in the management of newly diagnosed or relapsed PCNSL. The lack of consensus is driven by a paucity of randomized trials in this disease. Prospective studies are troubled by low enrollment, the lack of a standard induction regimen, and a varied approach to consolidation strategies. Moreover, the PCNSL patient population is heterogeneous and includes a high proportion of elderly or frail patients and consists of patients manifesting disease in varied compartments of the central nervous system (CNS). As a result, current treatment strategies vary widely and are often dictated by physician and institutional preference or regional practice. This review provides an overview of recently completed and ongoing therapeutic studies for patients with newly diagnosed and recurrent or refractory PCNSL. It discusses the existing evidence behind common approaches to induction and consolidation or maintenance regimens as well as the recent data regarding management of recurrent disease. Finally, it highlights the complexity of trial design in this disease and provides a framework for the design of future studies, which are needed to identify patient populations likely to benefit from specific induction, consolidation, or maintenance therapies.
Collapse
Affiliation(s)
- Lauren R Schaff
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Prakash Ambady
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - Nancy D Doolittle
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - Christian Grommes
- Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
16
|
Henneghan AM, Van Dyk K, Kaufmann T, Harrison R, Gibbons C, Heijnen C, Kesler SR. Measuring Self-Reported Cancer-Related Cognitive Impairment: Recommendations From the Cancer Neuroscience Initiative Working Group. J Natl Cancer Inst 2021; 113:1625-1633. [PMID: 33638633 PMCID: PMC8849125 DOI: 10.1093/jnci/djab027] [Citation(s) in RCA: 52] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 01/07/2021] [Accepted: 02/22/2021] [Indexed: 12/15/2022] Open
Abstract
Cancer and its treatments are associated with increased risk for cancer-related cognitive impairment (CRCI). Methods and measures used to study and assess self-reported CRCI (sr-CRCI), however, remain diverse, resulting in heterogeneity across studies. The Patient-Reported Outcomes Working Group has been formed to promote homogeneity in the methods used to study sr-CRCI. In this report, using a psychometric taxonomy, we inventory and appraise instruments used in research to measure sr-CRCI, and we consider advances in patient-reported outcome methodology. Given its psychometric properties, we recommend the Patient-Reported Outcome Measurement Information System Cognitive Function Short Form 8a for measurement of sr-CRCI in cancer patients and survivors, at a minimum, to increase scientific rigor and progress in addressing CRCI.
Collapse
Affiliation(s)
- Ashley M Henneghan
- School of Nursing, University of Texas at Austin, Austin, TX, USA,Department of Oncology, Dell Medical School, University of Texas at Austin, Austin, TX, USA,Correspondence to: Ashley M. Henneghan, PhD, RN, FAAN, School of Nursing, University of Texas at Austin, 1710 Red River St, Austin TX, 78712, USA (e-mail: )
| | - Kathleen Van Dyk
- Semel Institute, Department of Psychiatry and Biobehavioral Sciences David Geffen School of Medicine, Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA
| | - Tara Kaufmann
- Department of Oncology , Dell Medical School, University of Texas at Austin, Austin, TX, USA
| | - Rebecca Harrison
- Department of Neuro Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Christopher Gibbons
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cobi Heijnen
- Department of Symptom Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Shelli R Kesler
- School of Nursing, Department of Diagnostic Medicine, Dell Medical School, University of Texas at Austin, Austin, TX, USA
| |
Collapse
|
17
|
Blommaert J, Radwan A, Sleurs C, Maggen C, van Gerwen M, Wolters V, Christiaens D, Peeters R, Dupont P, Sunaert S, Van Calsteren K, Deprez S, Amant F. The impact of cancer and chemotherapy during pregnancy on child neurodevelopment: A multimodal neuroimaging analysis. EClinicalMedicine 2020; 28:100598. [PMID: 33294813 PMCID: PMC7700909 DOI: 10.1016/j.eclinm.2020.100598] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 10/01/2020] [Accepted: 10/02/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND This study applies multimodal MRI to investigate neurodevelopment in nine-year-old children born to cancer-complicated pregnancies. METHODS In this cohort study, children born after cancer-complicated pregnancies were recruited alongside 1:1 matched controls regarding age, sex and gestational age at birth (GA). Multimodal MRI was used to investigate whole-brain and subcortical volume, cortical structure (using surface-based morphometry), white matter microstructure (using fixel-based analysis) and functional connectivity (using resting-state blood-oxygen-level-dependant signal correlations). Graph theory probed whole-brain structural and functional organization. For each imaging outcome we conducted two group comparisons: 1) children born after cancer-complicated pregnancies versus matched controls, and 2) the subgroup of children with prenatal chemotherapy exposure versus matched controls. In both models, we used the covariate of GA and the group-by-GA interaction, using false-discovery-rate (FDR) or family-wise-error (FWE) correction for multiple comparisons. Exploratory post-hoc analyses investigated the relation between brain structure/function, neuropsychological outcome and maternal oncological/obstetrical history. FINDINGS Forty-two children born after cancer-complicated pregnancies were included in this study, with 30 prenatally exposed to chemotherapy. Brain organization and functional connectivity were not significantly different between groups. Both cancer and chemotherapy in pregnancy, as compared to matched controls, were associated with a lower travel depth, indicating less pronounced gyrification, in the left superior temporal gyrus (pFDR ≤ 006), with post-hoc analysis indicating platinum derivatives during pregnancy as a potential risk factor (p = .028). Both cancer and chemotherapy in pregnancy were related to a lower fibre cross-section (FCS) and lower fibre density and cross-section (FDC) in the posterior corpus callosum and its tapetal fibres, compared to controls. Higher FDC in the chemotherapy subgroup and higher FCS in the whole study group were observed in the anterior thalamic radiations. None of the psycho-behavioural parameters correlated significantly with any of the brain differences in the study group or chemotherapy subgroup. INTERPRETATION Prenatal exposure to maternal cancer and its treatment might affect local grey and white matter structure, but not functional connectivity or global organization. While platinum-based therapy was identified as a potential risk factor, this was not the case for chemotherapy in general. FUNDING This project has received funding from the European Union's Horizon 2020 research and innovation program (European Research council, grant no 647,047), the Foundation against cancer (Stichting tegen kanker, grant no. 2014-152) and the Research Foundation Flanders (FWO, grants no. 11B9919N, 12ZV420N).
Collapse
Affiliation(s)
- J. Blommaert
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - A. Radwan
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - C. Sleurs
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - C. Maggen
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - M. van Gerwen
- Department of Gynecology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, Netherlands
- Princess Máxima Center for pediatric oncology, Utrecht, Netherlands
| | - V. Wolters
- Department of Gynecology, The Netherlands Cancer Institute, Antoni van Leeuwenhoek, Amsterdam, Netherlands
| | - D. Christiaens
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, United Kingdom
- Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium
| | - R. Peeters
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - P. Dupont
- Department of Neurosciences, KU Leuven, Leuven, Belgium
| | - S. Sunaert
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
- Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - K. Van Calsteren
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
- Department of Development and Regeneration, Unit Woman and child, KU Leuven, Leuven, Belgium
| | - S. Deprez
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - F. Amant
- Department of Oncology, KU Leuven, Leuven, Belgium
- Center for Gynaecologic Oncology Amsterdam, Netherlands Cancer Institute and University Medical Centers, Amsterdam, Netherlands
| |
Collapse
|
18
|
Feng Y, Wang YF, Zheng LJ, Shi Z, Huang W, Zhang LJ. Network-level functional connectivity alterations in chemotherapy treated breast cancer patients: a longitudinal resting state functional MRI study. Cancer Imaging 2020; 20:73. [PMID: 33066822 PMCID: PMC7565338 DOI: 10.1186/s40644-020-00355-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 10/07/2020] [Indexed: 01/18/2023] Open
Abstract
Background Previous studies have found abnormal structural and functional brain alterations in breast cancer survivors undergoing chemotherapy. However, the network-level brain changes following chemotherapy remain unknown. The purpose of this study was to investigate the dynamic changes of large-scale within- and between-network functional connectivity in chemotherapy-treated breast cancer patients. Methods Seventeen breast cancer patients were evaluated with resting state functional MRI (rs-fMRI), neuropsychological tests and blood examination before postoperative chemotherapy (t0), one week after completing chemotherapy (t1) and six months after completing chemotherapy (t2). Nineteen age- and education level-matched healthy controls (HC) were also recruited. Independent components analysis (ICA) was performed to assess network component using rs-fMRI data. The functional network changes were then correlated with cognitive assessment scores and blood biochemical indexes. Results One-way repeated measures ANOVA revealed significantly changed within-network functional connectivity in the anterior and posterior default mode network (ADMN and PDMN), left and right frontoparietal network (LFPN and RFPN), visual network and self-referential network. Post-hoc test showed that decreased within-network functional connectivity in ADMN, PDMN, LFPN, RFPN, SRN and central network one week after chemotherapy and increased six months after chemotherapy (all P < 0.05). As for the between-network functional connectivity, the PDMN- sensorimotor network connectivity showed the same tendency. Most of these within- and between-network functional connectivity changes were negatively associated with blood biochemical indexes and cognitive assessment scores (all P < 0.05). Conclusions These results indicated that chemotherapy may induce widespread abnormalities in resting state networks, which may serve as a potential biomarker of chemotherapy related cognitive impairment, providing insights for further functional recovery treatment.
Collapse
Affiliation(s)
- Yun Feng
- Department of Medical Imaging, Jinling Clinical Hospital, Nanjing Medical University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China.,Department of Medical Imaging, Medical Imaging Center, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, 223300, Jiangsu, China
| | - Yun Fei Wang
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China
| | - Li Juan Zheng
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China
| | - Zhao Shi
- Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China
| | - Wei Huang
- Department of Medical Imaging, Medical Imaging Center, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, 223300, Jiangsu, China
| | - Long Jiang Zhang
- Department of Medical Imaging, Jinling Clinical Hospital, Nanjing Medical University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China. .,Department of Medical Imaging, Jinling Hospital, Medical School of Nanjing University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China. .,Department of Medical Imaging, Jinling Clinical Hospital, Southern Medical University, 305 Zhongshan East Road, Xuanwu District, Nanjing, 210002, Jiangsu, China.
| |
Collapse
|
19
|
Tao L, Wang L, Chen X, Liu F, Ruan F, Zhang J, Shen L, Yu Y. Modulation of Interhemispheric Functional Coordination in Breast Cancer Patients Receiving Chemotherapy. Front Psychol 2020; 11:1689. [PMID: 32849022 PMCID: PMC7403228 DOI: 10.3389/fpsyg.2020.01689] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 06/22/2020] [Indexed: 11/24/2022] Open
Abstract
Objectives Chemotherapy induces cognitive impairments including memory impairment attention deficit and executive dysfunction in patients with breast cancer (BC) during or after chemotherapy. Previous studies identified brain structural and functional changes in BC patients receiving chemotherapy; however, there are no studies assessing functional connectivity (FC) between homotopic brain regions in BC patients using a voxel-mirrored homotopic connectivity (VMHC) method. In the present study, we explored cognitive function and whole brain homotopic FC in BC patients receiving chemotherapy compared with healthy controls using the VMHC method. Methods The present cross-sectional study included 35 premenopausal women with breast cancer who received chemotherapy, as well as 32 age- and sex-matched healthy controls (HC). All subjects underwent resting-state functional magnetic resonance imaging, which measured homotopic brain FC, and cognitive neuropsychological assessments evaluating attention, memory, and executive function domains. Results The BC group had lower VMHC than the HC group in the cingulated posterior, insular and postcentral regions. No region exhibited higher VMHC in the BC group than in HC group. Correlation analysis in the BC group indicated that VMHC values in the cingulated posterior were significantly correlated with executive function tests, and that the VMHC values in the insular were significantly correlated with memory tests. Conclusion The present study showed that VMHC decreased in different brain regions including cingulated posterior, insular and postcentral regions. A significant correlation was observed between the VMHC values in the brain regions and neuropsychological tests. These results suggested that changes in VMHC values in different brain regions may underlie cognitive changes in BC patients receiving chemotherapy.
Collapse
Affiliation(s)
- Longxiang Tao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Lu Wang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, China
| | - Xingui Chen
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei, China
| | - Fujun Liu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Feiyan Ruan
- Department of Breast Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Jingjie Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Li Shen
- Department of Radiotherapy, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yongqiang Yu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| |
Collapse
|
20
|
Schroyen G, Meylaers M, Deprez S, Blommaert J, Smeets A, Jacobs S, Sunaert S, Sleurs C, Uyttebroeck A. Prevalence of leukoencephalopathy and its potential cognitive sequelae in cancer patients. J Chemother 2020; 32:327-343. [PMID: 32799637 DOI: 10.1080/1120009x.2020.1805239] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Due to the rising use of chemotherapy treatment in cancer patients and growing survival rates, therapy-induced neurotoxic side effects are increasingly reported. Given the ambiguity about the prevalence and severity of leukoencephalopathy, one of such toxic side effects, in non-central nervous system (CNS) cancer patients, we performed a systematic literature search using the PubMed/Medline database to summarize existing literature regarding leukoencephalopathy epidemiology in non-CNS cancer patients and its potential cognitive sequelae. The search was based on the following terms: ('MRI' OR 'T2-weighted MRI' OR 'FLAIR') AND ('cancer' OR 'tumour' OR 'leukaemia' OR 'neoplasms') AND ('chemotherapy' OR 'radiotherapy') AND ('posterior reversible encephalopathy' OR 'leukoencephalopathy' OR 'cerebral ischaemia' OR 'stroke'). Thirty-two studies discussing the occurrence of leukoencephalopathy in cancer patients were included, of which the majority investigated Acute Lymphoblastic Leukaemia (ALL) patients (n = 22).Regularly scanned ALL patients showed a prevalence of leukoencephalopathy between 17 - 87%, and 15 - 83% of patients presented with leukoencephalopathy when only scanned after a CNS event. When diagnosed with posterior reversible encephalopathy syndrome, 100% of patients showed leukoencephalopathy because its diagnosis is based in part on observable lesions. An increased prevalence was observed in ALL patients treated with higher doses of methotrexate (5 g/m2 MTX, 42 - 87%) when compared to lower doses (< 5 g/m2, 32 - 67%). By contrast, in breast cancer patients, white matter lesions were mainly detected in case of neurological symptoms, but not (yet) clearly associated with chemotherapy administration. However, chemotherapy treatment was associated with more infratentorial microbleeds in breast cancer patients . Up to 50% of other (neurologically asymptomatic) solid tumour patients presented white matter lesions, even years after treatment. When cognitive data were investigated, lesioned patients showed lower scores on neurocognitive tests in 50% of studies, years after ending therapy.In conclusion, leukoencephalopathy is well-documented for ALL patients (with a focus on methotrexate), but there is a lack of knowledge for other intravenous chemotherapeutics, other oncological populations, wider age ranges and possible risk factors (e.g. history of CNS event). Furthermore, the long-term neuropsychological impact and potential risk for neurodegenerative processes due to leukoencephalopathy remains inconclusive. Hence, large international databanks, epidemiological and prospective case-control studies are necessary to stratify risk groups for CNS-related side effects.
Collapse
Affiliation(s)
- Gwen Schroyen
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Ann Smeets
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sandra Jacobs
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium.,Department of Radiology University Hospitals Leuven, Leuven, Belgium
| | - Charlotte Sleurs
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Pediatric Hemato-Oncology, University Hospitals Leuven, Leuven, Belgium
| |
Collapse
|
21
|
Van der Gucht K, Ahmadoun S, Melis M, de Cloe E, Sleurs C, Radwan A, Blommaert J, Takano K, Vandenbulcke M, Wildiers H, Neven P, Kuppens P, Raes F, Smeets A, Sunaert S, Deprez S. Effects of a mindfulness-based intervention on cancer-related cognitive impairment: Results of a randomized controlled functional magnetic resonance imaging pilot study. Cancer 2020; 126:4246-4255. [PMID: 32639592 DOI: 10.1002/cncr.33074] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 06/01/2020] [Accepted: 06/04/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND Many breast cancer survivors suffer from cognitive complaints after cancer treatment, affecting their quality of life. The objective of this pilot study was to investigate the effect of a blended-care mindfulness-based intervention (MBI) on chemotherapy-related cognitive impairment and functional brain changes. Furthermore, correlations between changes in cognitive functioning and self-reported behavioral factors were investigated. METHODS Breast cancer survivors (n = 33) who reported cognitive impairment were randomly allocated to a mindfulness condition (n = 18) or a waitlist control condition (n = 15). Patients completed questionnaires on cognitive impairment, emotional distress, and fatigue; neuropsychological tests; and resting-state functional magnetic resonance imaging before the start of MBI (time 1 [T1]), immediately after the completion of an 8-week MBI program (T2), and 3 months postintervention (T3). Resting-state functional connectivity was estimated in the default mode network, the dorsal and salience attention networks, and the frontoparietal network. Mixed model repeated-measures analysis was performed to test the intervention effect. RESULTS Patients in the mindfulness condition exhibited significantly higher connectivity between the dorsal and salience attention networks after the mindfulness intervention compared with those in the control condition. MBI participants also had reduced subjective cognitive impairment, emotional distress, and fatigue. No intervention effect was observed on neurocognitive tests. CONCLUSIONS MBI may induce functional brain changes in networks related to attention and may have a positive effect on subjective measures of cognitive impairment in breast cancer survivors. Therefore, MBI could be a suitable intervention to improve quality of life in this population and deserves further study in this context.
Collapse
Affiliation(s)
- Katleen Van der Gucht
- Leuven Mindfulness Center, Catholic University of Leuven, Leuven, Belgium.,Faculty of Psychology and Educational Sciences, Catholic University of Leuven, Leuven, Belgium
| | - Soumaya Ahmadoun
- Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| | - Michelle Melis
- Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| | - Ellen de Cloe
- Faculty of Psychology and Educational Sciences, Catholic University of Leuven, Leuven, Belgium
| | - Charlotte Sleurs
- Department of Pediatric Oncology, Catholic University of Leuven, Leuven, Belgium
| | - Ahmed Radwan
- Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| | - Jeroen Blommaert
- Department of Gynecologic Oncology, Catholic University of Leuven, Leuven, Belgium
| | - Keisuke Takano
- Department of Psychology, Ludwig-Maximilians Munich University, Munich, Germany
| | - Mathieu Vandenbulcke
- Department of Neurosciences, Catholic University of Leuven, Leuven, Belgium.,Department of Psychiatry, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium.,Department of Oncology, Catholic University of Leuven, Leuven, Belgium.,Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Patrick Neven
- Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium.,Department of Oncology, Catholic University of Leuven, Leuven, Belgium.,Department of Gynecologic Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Peter Kuppens
- Leuven Mindfulness Center, Catholic University of Leuven, Leuven, Belgium.,Faculty of Psychology and Educational Sciences, Catholic University of Leuven, Leuven, Belgium
| | - Filip Raes
- Leuven Mindfulness Center, Catholic University of Leuven, Leuven, Belgium.,Faculty of Psychology and Educational Sciences, Catholic University of Leuven, Leuven, Belgium
| | - Ann Smeets
- Multidisciplinary Breast Center, University Hospitals Leuven, Leuven, Belgium.,Department of Oncology, Catholic University of Leuven, Leuven, Belgium.,Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium.,Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, Catholic University of Leuven, Leuven, Belgium
| |
Collapse
|
22
|
Sousa H, Almeida S, Bessa J, Pereira MG. The Developmental Trajectory of Cancer-Related Cognitive Impairment in Breast Cancer Patients: A Systematic Review of Longitudinal Neuroimaging Studies. Neuropsychol Rev 2020; 30:287-309. [PMID: 32607817 DOI: 10.1007/s11065-020-09441-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Accepted: 05/12/2020] [Indexed: 01/21/2023]
Abstract
This systematic review explored the neurobiological mechanisms underlying the clinical time course of cancer-related cognitive impairment (CRCI) in breast cancer patients through the review of longitudinal neuroimaging studies. Before chemotherapy, results reported no evidence for neuropsychological, structural (gray matter) and brain perfusion changes. However, functional brain alterations were evident and revealed a frontoparietal hyperactivation during working memory tasks. Fatigue and number of days since surgery were the two suggested confounding factors. Acutely after chemotherapy, this review found no evidence for neuropsychological changes while suggesting a pattern of frontal structural, perfusion and functional brain abnormalities. These findings seemed to be dependent on age, menopausal status at baseline, and fMRI task performed. Years after chemotherapy, results revealed evidence of partial neuropsychological, structural, and functional brain recovery. Regarding brain abnormality, this review suggested that it may begin quite early in the disease course, be more prominent shortly after chemotherapy and partially recover over time. Several hypotheses underlying these changes were discussed. The present review also provided important information for developing a time-specific treatment and prevention strategies and for the consideration of functional neuroimaging as a relevant tool for CRCI diagnosis, clinical monitoring, and intervention studies. The findings also suggested the need to implement studies with longitudinal designs, including a pre-treatment assessment, since cross-sectional studies were not able to detect this pattern of recovery over time, supporting only the theory of brain abnormalities, in breast cancer survivors.
Collapse
Affiliation(s)
- Helena Sousa
- Family Health & Illness Research Group, School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
- Research Center in Psychology (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
| | - Susana Almeida
- Research Center in Psychology (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
- Psycho-Oncology Service, Portuguese Institute of Oncology, Porto, Portugal; Cuf Hospital, Porto; Faculty of Medicine, University of Porto, Braga, Portugal
| | - João Bessa
- Research Center in Psychology (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal
- ICVS/3B's - PT Government Associate Laboratory, Guimarães, Braga, Portugal
| | - M Graça Pereira
- Family Health & Illness Research Group, School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
- Research Center in Psychology (CIPsi), School of Psychology, University of Minho, Campus de Gualtar, 4710-057, Braga, Portugal.
| |
Collapse
|
23
|
Pergolizzi D, Root JC, Pan H, Silbersweig D, Stern E, Passik SD, Ahles TA. Episodic memory for visual scenes suggests compensatory brain activity in breast cancer patients: a prospective longitudinal fMRI study. Brain Imaging Behav 2020; 13:1674-1688. [PMID: 30680610 DOI: 10.1007/s11682-019-00038-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
It has been hypothesized that breast cancer and its chemotherapy can impart functional neural changes via an overlap with biological mechanisms associated with aging. Here we used fMRI to assess whether changes in neural activity accompanying visual episodic memory encoding and retrieval suggest altered activations according to patterns seen in functional imaging of cognitive aging. In a prospective longitudinal design, breast cancer patients (n = 13) were scanned during memory encoding and retrieval before and after chemotherapy treatment, and compared to healthy-age matched controls (n = 13). Our results indicate that despite equivalent behavioral performance, encoding and retrieval resulted in increased activation of prefrontal regions for the breast cancer group compared to controls for both before and after chemotherapy treatment. This was accompanied by decreased activity in posterior brain regions after chemotherapy, particularly those involved in visual processing, for the breast cancer group compared to controls. These findings are discussed as evidence for a possible anterior shift in neural processing to compensate for deficiencies in posterior brain regions, consistent with an accelerated aging account. Cancer and chemotherapy can impact brain regions underlying episodic memory, leading to additional recruitment of control regions, which may be linked to mechanisms related to aging.
Collapse
Affiliation(s)
- Denise Pergolizzi
- Department of Psychiatry and Behavioral Sciences, Sloan Kettering Institute for Cancer Research, 641 Lexington Avenue, 7th Floor, New York, NY, 10022, USA.
| | - James C Root
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Weill Cornell Medical College, New York, NY, USA
| | - Hong Pan
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - David Silbersweig
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Brigham Research Institute Neuroscience Research Center, Brigham and Women's Hospital, Boston, MA, USA
| | - Emily Stern
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA.,Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Tim A Ahles
- Weill Cornell Medical College, New York, NY, USA.,Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
24
|
Chemotherapy-induced brain changes in breast cancer survivors: evaluation with multimodality magnetic resonance imaging. Brain Imaging Behav 2020; 13:1799-1814. [PMID: 30937827 DOI: 10.1007/s11682-019-00074-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Chemotherapy related cognitive impairments are common in breast cancer patients undergoing chemotherapy. These cognitive dysfunctions are mainly attributable to chemotherapy related brain structural and functional alterations. Multimodality magnetic resonance imaging (MRI) can reveal brain gray matter volume loss, white matter microstructural disruption, reduced gray matter density, impaired cerebral blood flow and brain structural and functional connection networks at both local and global levels. This review outlines the potential applications of multimodality MR imaging techniques in chemotherapy induced cognitive deficit in breast cancer survivors and provides future research perspective in this field.
Collapse
|
25
|
Gaynor AM, Pergolizzi D, Alici Y, Ryan E, McNeal K, Ahles TA, Root JC. Impact of transcranial direct current stimulation on sustained attention in breast cancer survivors: Evidence for feasibility, tolerability, and initial efficacy. Brain Stimul 2020; 13:1108-1116. [PMID: 32353419 DOI: 10.1016/j.brs.2020.04.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 02/26/2020] [Accepted: 04/19/2020] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND A significant subset of breast cancer survivors experience cognitive difficulties in attention and memory, which persist for years following treatment. Transcranial direct current stimulation (tDCS) has been shown to be effective in improving working memory, attention, processing speed, and other cognitive functions in both healthy and clinical populations. To date, no studies have examined tDCS for rehabilitation of cancer-related cognitive dysfunction. OBJECTIVE/HYPOTHESIS We aimed to provide preliminary evidence for feasibility, tolerability, acceptability, and efficacy of tDCS in improving performance on a measure of sustained attention. METHODS In a within-subjects design, 16 breast cancer survivors underwent 2 consecutive days of active tDCS over the prefrontal cortex, and 2 days of sham tDCS, counterbalanced for order of stimulation condition, while performing a continuous performance test. RESULTS Stimulation was feasible and tolerable, with 89% of participants completing all sessions, and none reporting more than mild to moderate discomfort. Analyses of efficacy showed that during active stimulation, participants had significantly lower standard errors of reaction times overall, indicating better sustained attention ability, as compared to sham stimulation (p < 0.05). Furthermore, the effect of stimulation on standard errors of reaction times differed by inter-stimulus interval (ISI): for 1 and 2 s ISIs, there was no significant difference in performance between sham and active tDCS conditions, but for 4 s ISIs, stimulation improved variability in response times relative to sham (p < 0.05). CONCLUSIONS Results suggest that tDCS is feasible, tolerable, and may be an effective intervention to improve sustained attention difficulties in survivors with cancer-related cognitive dysfunction.
Collapse
Affiliation(s)
- Alexandra M Gaynor
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA.
| | - Denise Pergolizzi
- Universitat Internacional de Catalunya, School of Medicine and Health Sciences, Barcelona, Spain
| | - Yesne Alici
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA
| | - Elizabeth Ryan
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA
| | - Katrazyna McNeal
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA
| | - Tim A Ahles
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA
| | - James C Root
- Memorial Sloan Kettering Cancer Center, Department of Psychiatry and Behavioral Sciences, New York, NY, USA
| |
Collapse
|
26
|
Van der Gucht K, Melis M, Ahmadoun S, Gebruers A, Smeets A, Vandenbulcke M, Wildiers H, Neven P, Kuppens P, Raes F, Sunaert S, Deprez S. A mindfulness-based intervention for breast cancer patients with cognitive impairment after chemotherapy: study protocol of a three-group randomized controlled trial. Trials 2020; 21:290. [PMID: 32293533 PMCID: PMC7092531 DOI: 10.1186/s13063-020-4204-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 02/24/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Mindfulness has been applied to improve cancer care by enhancing psychological well-being. However, little is known about its impact on cognitive impairment experienced by cancer patients after chemotherapy. Mindfulness may be relevant in tackling cognitive impairment by decreasing emotional distress and fatigue, by decreasing inflammation, and by strengthening functional brain connectivity. The aim of the present study protocol is to evaluate the efficacy and mechanisms of a mindfulness-based intervention to reduce cognitive impairment in breast cancer patients after chemotherapy. METHODS/DESIGN The present study is a three-arm, parallel-group, randomized controlled trial with assessments at baseline, 1 to 3 weeks after the intervention and at 3 months' follow-up. One hundred and twenty breast cancer patients who ended treatment a minimum of 6 months and a maximum of 5 years before, and who have cognitive complaints, will be enrolled. They will be randomized into one of the following three study arms: (1) a mindfulness-based intervention group (n = 40), (2) an active control condition based on physical training (n = 40), or (3) a treatment as usual (TAU) control group (n = 40). Both the mindfulness-based intervention and the active control condition consist of four group sessions (3 h for the mindfulness condition and 2 h for the physical training) spread over 8 weeks. The primary outcomes will be cognitive symptoms as measured by the Cognitive Failure Questionnaire and changes in functional brain connectivity in the attention network. Secondary outcomes will be (1) levels of emotional distress, fatigue, mindfulness, quality of life; (2) neurocognitive tests; (3) structural and functional brain changes using MR imaging and (4) measures of inflammation. DISCUSSION The study will examine the impact of a mindfulness-based intervention on cognitive impairment in breast cancer patients. If the findings of this study confirm the effectiveness of a mindfulness-based program to reduce cognitive impairment, it will be possible to improve quality of life for ex-cancer patients. We will inform health care providers about the potential use of a mindfulness-based intervention as a non-pharmaceutical, low-threshold mental health intervention to improve cognitive impairment after cancer. TRIAL REGISTRATION ClinicalTrials.gov, ID: NCT03736460. Retrospectively registered on 8 November 2018.
Collapse
Affiliation(s)
- Katleen Van der Gucht
- Leuven Mindfulness Centre, Faculty of Psychology and Educational Sciences, University of Leuven, Tiensestraat 102, 3000 Leuven, Belgium
| | - Michelle Melis
- Department of Imaging and Pathology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Soumaya Ahmadoun
- Department of Imaging and Pathology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Anneleen Gebruers
- Multidisciplinary Breast Centre, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Ann Smeets
- Multidisciplinary Breast Centre, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Surgical Oncology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Mathieu Vandenbulcke
- Department of Neurosciences, KU Leuven, Leuven, Belgium
- Department of Psychiatry, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Hans Wildiers
- Multidisciplinary Breast Centre, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
- Department of General Medical Oncology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Patrick Neven
- Multidisciplinary Breast Centre, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
- Department of Gynaecology and Obstetrics, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Peter Kuppens
- Leuven Mindfulness Centre, Faculty of Psychology and Educational Sciences, University of Leuven, Tiensestraat 102, 3000 Leuven, Belgium
| | - Filip Raes
- Leuven Mindfulness Centre, Faculty of Psychology and Educational Sciences, University of Leuven, Tiensestraat 102, 3000 Leuven, Belgium
| | - Stefan Sunaert
- Department of Imaging and Pathology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
- Department of Radiology, University Hospitals Leuven, Herestraat 49, 3000 Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging and Pathology, KU Leuven, Herestraat 49, 3000 Leuven, Belgium
| |
Collapse
|
27
|
La Carpia D, Liperoti R, Guglielmo M, Di Capua B, Devizzi LF, Matteucci P, Farina L, Fusco D, Colloca G, Di Pede P, Ferrara ML, Hohaus S, Bernabei R, Ripamonti CI. Cognitive decline in older long-term survivors from Non-Hodgkin Lymphoma: a multicenter cross-sectional study. J Geriatr Oncol 2020; 11:790-795. [PMID: 32008957 DOI: 10.1016/j.jgo.2020.01.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 06/12/2019] [Accepted: 01/08/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To compare cognition in a group of older long-term survivors from Non-Hodgkin Lymphoma (NHL) and in a corresponding group of non-cancer controls of the same age. Functional status, polypharmacy and multimorbidity were also evaluated. METHODS A cross-sectional study was performed in a population of 63 outpatient long-term survivors from NHL, aged 65 or more and 61 non-cancer controls. Socio-demographic, clinical and functional data were collected. Cognitive function was assessed through neuropsychological tests. RESULTS NHL survivors showed a slightly worse functional status than controls, they were affected by more chronic conditions (3.4 vs 2.3; p = .003) and were taking a higher number of medications (3.4 vs 2.3; p = .03). The Mini Mental State Examination (MMSE) was not significantly different between the groups. NHL survivors performed worse than controls in executive functioning (Trail Making Test B-A 47.9 vs 32.1 p = .04, OR for Stroop test time over 75th percentile in survivors: 2.66; CI 95% 1.04-6.61; OR for Multiple Features Target Cancellation time over 75th percentile in survivors: 2.84; CI 95% 1.10-7.31). A small, statistically significant difference was also observed in verbal memory scores between the two groups. . CONCLUSIONS The findings of this study suggest that, compared with non-cancer controls, older survivors from NHL may have a lower cognitive performance, especially in the executive functioning and attention domains, regardless of multimorbidity and polypharmacy. Further evidence from larger samples is needed to confirm such findings and better characterize cognitive decline in NHL survivors.
Collapse
Affiliation(s)
| | - Rosa Liperoti
- Department of Geriatrics, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Mauro Guglielmo
- Oncology-Supportive Care Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Beatrice Di Capua
- Department of Geriatrics, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | | | - Paola Matteucci
- Haematology Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Lucia Farina
- Haematology Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | - Domenico Fusco
- Department of Geriatrics, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giuseppe Colloca
- Radiation Oncology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Patricia Di Pede
- Oncology-Supportive Care Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Stephan Hohaus
- Haematology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Roberto Bernabei
- Department of Geriatrics, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Carla Ida Ripamonti
- Oncology-Supportive Care Unit, Fondazione IRCCS, Istituto Nazionale dei Tumori, Milan, Italy
| |
Collapse
|
28
|
Henneghan A, Rao V, Harrison RA, Karuturi M, Blayney DW, Palesh O, Kesler SR. Cortical Brain Age from Pre-treatment to Post-chemotherapy in Patients with Breast Cancer. Neurotox Res 2020; 37:788-799. [PMID: 31900898 DOI: 10.1007/s12640-019-00158-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 12/18/2019] [Accepted: 12/22/2019] [Indexed: 12/12/2022]
Abstract
Chemotherapy-related cognitive impairment and associated brain changes may reflect accelerated brain aging; however, empirical evidence for this theory is limited. The purpose of this study was to measure brain aging in newly diagnosed patients with breast cancer treated with chemotherapy (n = 43) and compare its longitudinal change to that of controls (n = 50). Brain age indices, derived from cortical measures, were compared between women with breast cancer and matched healthy controls across 3 timepoints (time 1: pre-surgery, time 2: 1 month following chemotherapy completion, and time 3: 1-year post-chemotherapy). The breast cancer group showed a significant decrease in cortical thickness across the 3 timepoints (p < .001) and a trend towards significant increase in predicted brain age especially from pre-treatment (time 1) to post-chemotherapy (time 2) compared to controls (p = 0.08). Greater increase in predicted brain age was related to several clinical factors (HER-2 status, surgery type, and history of neoadjuvant chemotherapy) and greater decrease in cortical thickness was associated with greater decrease in performance on a verbal learning task from time 1 to time 3 (r = - 0.48, p < .01). This study demonstrated evidence of increased cortical brain aging in middle-aged patients with breast cancer following chemotherapy treatment that was associated with decreased verbal memory performance.
Collapse
Affiliation(s)
- Ashley Henneghan
- University of Texas at Austin School of Nursing, 1710 Red River St, Austin, TX, 78701, USA. .,Department of Oncology, Dell Medical School, University of Texas at Austin, 1601 Trinity St, Austin, TX, USA.
| | - Vikram Rao
- University of Texas at Austin School of Nursing, 1710 Red River St, Austin, TX, 78701, USA
| | - Rebecca A Harrison
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 431, Houston, TX, 77030, USA
| | - Meghan Karuturi
- Department of Breast Medical Oncology, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Unit 1354, 1155 Pressler St., Houston, TX, 77030, USA
| | - Douglas W Blayney
- Division of Medical Oncology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Oxana Palesh
- Department of Psychiatry and Behavioral Sciences, Stanford University Cancer Institute, Stanford University, 401 Quarry Road, Office 2318, Stanford, CA, 94305, USA
| | - Shelli R Kesler
- University of Texas at Austin School of Nursing, 1710 Red River St, Austin, TX, 78701, USA.,Department of Oncology, Dell Medical School, University of Texas at Austin, 1601 Trinity St, Austin, TX, USA
| |
Collapse
|
29
|
Lange M, Joly F, Vardy J, Ahles T, Dubois M, Tron L, Winocur G, De Ruiter M, Castel H. Cancer-related cognitive impairment: an update on state of the art, detection, and management strategies in cancer survivors. Ann Oncol 2019; 30:1925-1940. [PMID: 31617564 PMCID: PMC8109411 DOI: 10.1093/annonc/mdz410] [Citation(s) in RCA: 314] [Impact Index Per Article: 62.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Advances in diagnostic and therapeutic strategies in oncology have significantly increased the chance of survival of cancer patients, even those with metastatic disease. However, cancer-related cognitive impairment (CRCI) is frequently reported in patients treated for non-central nervous system cancers, particularly during and after chemotherapy. DESIGN This review provides an update of the state of the art based on PubMed searches between 2012 and March 2019 on 'cognition', 'cancer', 'antineoplastic agents' or 'chemotherapy'. It includes the most recent clinical, imaging and pre-clinical data and reports management strategies of CRCI. RESULTS Evidence obtained primarily from studies on breast cancer patients highlight memory, processing speed, attention and executive functions as the most cognitive domains impaired post-chemotherapy. Recent investigations established that other cancer treatments, such as hormone therapies and targeted therapies, can also induce cognitive deficits. Knowledge regarding predisposing factors, biological markers or brain functions associated with CRCI has improved. Factors such as age and genetic polymorphisms of apolipoprotein E, catechol-O-methyltransferase and BDNF may predispose individuals to a higher risk of cognitive impairment. Poor performance on neuropsychological tests were associated with volume reduction in grey matter, less connectivity and activation after chemotherapy. In animals, hippocampus-based memory and executive functions, mediated by the frontal lobes, were shown to be particularly susceptible to the effects of chemotherapy. It involves altered neurogenesis, mitochondrial dysfunction or brain cytokine response. An important next step is to identify strategies for managing cognitive difficulties, with primary studies to assess cognitive training and physical exercise regimens. CONCLUSIONS CRCI is not limited to chemotherapy. A multidisciplinary approach has improved our knowledge of the complex mechanisms involved. Nowadays, studies evaluating cognitive rehabilitation programmes are encouraged to help patients cope with cognitive difficulties and improve quality of life during and after cancer.
Collapse
Affiliation(s)
- M. Lange
- INSERM, U1086, ANTICIPE, 14000 Caen,Clinical Research Department, Centre François Baclesse, 14000 Caen,Cancer and Cognition Platform, Ligue Nationale Contre le Cancer, 14000 Caen
| | - F. Joly
- INSERM, U1086, ANTICIPE, 14000 Caen,Clinical Research Department, Centre François Baclesse, 14000 Caen,Cancer and Cognition Platform, Ligue Nationale Contre le Cancer, 14000 Caen,Medical Oncology Department, CHU de Caen, 14000 Caen, France,Correspondence to: Prof. Florence Joly, Medical Oncology Department, Inserm U1086 Anticipe, Centre François Baclesse, 3 avenue Général Harris, Caen 14000, France. Tel: +33-2-3145-5002;
| | - J Vardy
- Concord Cancer Centre, Concord Repatriation General Hospital, Sydney, New South Wales,Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - T. Ahles
- Neurocognitive Research Lab, Memorial Sloan Kettering Cancer Center, New York, USA
| | - M. Dubois
- Cancer and Cognition Platform, Ligue Nationale Contre le Cancer, 14000 Caen,Normandie University, UNIROUEN, INSERM, DC2N, 76000 Rouen,Institute for Research and Innovation in Biomedicine (IRIB), 76000 Rouen
| | - L. Tron
- INSERM, U1086, ANTICIPE, 14000 Caen,Cancer and Cognition Platform, Ligue Nationale Contre le Cancer, 14000 Caen,CHU de Caen, 14000 Caen, France
| | - G. Winocur
- Baycrest Centre, Rotman Research Institute, Toronto,Department of Psychology, Trent University, Peterborough,Department of Psychology and Psychiatry, University of Toronto, Toronto, Canada
| | - M.B. De Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - H. Castel
- Cancer and Cognition Platform, Ligue Nationale Contre le Cancer, 14000 Caen,Normandie University, UNIROUEN, INSERM, DC2N, 76000 Rouen,Institute for Research and Innovation in Biomedicine (IRIB), 76000 Rouen
| |
Collapse
|
30
|
Sleurs C, Lemiere J, Radwan A, Verly M, Elens I, Renard M, Jacobs S, Sunaert S, Deprez S, Uyttebroeck A. Long-term leukoencephalopathy and neurocognitive functioning in childhood sarcoma patients treated with high-dose intravenous chemotherapy. Pediatr Blood Cancer 2019; 66:e27893. [PMID: 31276297 DOI: 10.1002/pbc.27893] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 06/07/2019] [Accepted: 06/10/2019] [Indexed: 12/11/2022]
Abstract
PURPOSE Knowledge is limited regarding the prevalence and persistence of chemotherapy-induced leukoencephalopathy in childhood sarcoma patients. This study explored the presence, clinical relevance, and potential risk factors of leukoencephalopathy in childhood bone and soft tissue sarcoma survivors, treated with intravenous chemotherapy. METHODS We acquired cross-sectional neurocognitive data in adult survivors (n = 34) (median age at diagnosis [AaD] = 13.32 years, age range = 16-35 years) and healthy age-matched controls (n = 34). Additionally, magnetic resonance imaging included T2-weighted FLAIR (leukoencephalopathy Fazekas rating), multiexponential T2 relaxation (MET2), and multishell diffusion MRI to estimate myelin integrity-related metrics and fluid movement restrictions. Finally, chemotherapy subgroups (methotrexate, alkylating agents, or combination), AaD, and Apoε and MTHFRC677T polymorphisms were explored as potential risk factors for leukoencephalopathy. RESULTS At the group level, quality of life, working memory, processing speed, and visual memory were significantly lower in patients compared to controls. Furthermore, long-term leukoencephalopathy was observed in 27.2% of the childhood sarcoma survivors, which was related to attentional processing speed. Lesions were related to diffusion-derived, but not to myelin-sensitive metrics. A significant interaction effect between AaD and chemotherapy group demonstrated more lesions in case of high-dose methotrexate (HD-MTX) (F = 3.434, P = .047). However, patients treated with alkylating agents (without HD-MTX) also showed lesions in younger patients. Genetic predictors were nonsignificant. CONCLUSION AND IMPLICATION This study suggests long-term leukoencephalopathy with possibly underlying changes in vasculature, inflammation, or axonal injury, but not necessarily long-term demyelination. Such lesions could affect processing speed, and as such long-term daily life functioning of these patients.
Collapse
Affiliation(s)
- Charlotte Sleurs
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ahmed Radwan
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | | | - Iris Elens
- Department of Biological Psychology, KU Leuven, Belgium
| | - Marleen Renard
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Sandra Jacobs
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| | - Stefan Sunaert
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
- Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Pediatric Hematology and Oncology, University Hospitals Leuven, Leuven, Belgium
- Department of Oncology, KU Leuven, Leuven, Belgium
| |
Collapse
|
31
|
Blommaert J, Schroyen G, Vandenbulcke M, Radwan A, Smeets A, Peeters R, Sleurs C, Neven P, Wildiers H, Amant F, Sunaert S, Deprez S. Age-dependent brain volume and neuropsychological changes after chemotherapy in breast cancer patients. Hum Brain Mapp 2019; 40:4994-5010. [PMID: 31436005 DOI: 10.1002/hbm.24753] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 07/01/2019] [Accepted: 07/15/2019] [Indexed: 12/14/2022] Open
Abstract
This study investigated volumetric brain changes and cognitive performance in premenopausal and postmenopausal patients treated for early-stage breast cancer. Participants underwent elaborate neurocognitive assessments (neuropsychological testing, cognitive failure questionnaire, and high-resolution T1-weighted structural MRI) before and after chemotherapy. Volumetric brain changes were estimated, using longitudinal deformation-based morphometry, and correlated with cognitive changes. In total, 180 women participated in this study, of whom 72 patients with breast cancer had received adjuvant chemotherapy (C+), 49 patients did not receive chemotherapy (C-), and 59 healthy controls (HC). The population was categorized into two age groups: A young group who were premenopausal and younger than 52 years at baseline (n = 55C+/32C-/41HC), and an older group who were postmenopausal and older than 60 years (n = 17C+/17C-/18HC). Cognitive impairment occurred after chemotherapy in both young and older patients, although older patients showed more decline in processing speed (Trail making test b). White matter volume expansion was observed after chemotherapy, only significantly present in the younger subgroup of patients. In patients not treated with chemotherapy, diffuse gray and white matter volume reduction was observed. Less white matter expansion concurred with more cognitive decline (r > .349, p < .05). In conclusion, we found age-dependent cognitive decline and white matter volume changes in patients with breast cancer after chemotherapy, which could possibly be linked to neuroinflammatory processes. White matter expansion after chemotherapy, more pronounced in premenopausal patients, correlated with less cognitive decline. This suggests such expansion to be age-dependent, possibly caused by a protective response in the younger brain to chemotherapy-induced neurotoxicity.
Collapse
Affiliation(s)
| | - Gwen Schroyen
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - Mathieu Vandenbulcke
- Department of Neurosciences, KU Leuven, Leuven, Belgium.,Department of Psychiatry, University Hospitals Leuven, Leuven, Belgium
| | - Ahmed Radwan
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| | - Ann Smeets
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Surgical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Ron Peeters
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium.,Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | | | - Patrick Neven
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium
| | - Hans Wildiers
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of General Medical Oncology, University Hospitals Leuven, Leuven, Belgium
| | - Frédéric Amant
- Department of Oncology, KU Leuven, Leuven, Belgium.,Department of Gynaecology and Obstetrics, University Hospitals Leuven, Leuven, Belgium.,Center for Gynaecologic Oncology, Antoni van Leeuwenhoek, Amsterdam, Netherlands.,Center for Gynaecologic Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands.,Center for Gynaecologic Oncology, Academical Medical Center, Amsterdam, Netherlands
| | - Stefan Sunaert
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium.,Department of Radiology, University Hospitals Leuven, Leuven, Belgium
| | - Sabine Deprez
- Department of Imaging & Pathology, KU Leuven, Leuven, Belgium
| |
Collapse
|
32
|
Long-term impact of prenatal exposure to chemotherapy on executive functioning: An ERP study. Clin Neurophysiol 2019; 130:1655-1664. [PMID: 31330451 DOI: 10.1016/j.clinph.2019.06.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 04/26/2019] [Accepted: 06/06/2019] [Indexed: 12/21/2022]
Abstract
OBJECTIVE This study examines the long-term impact of prenatal exposure to chemotherapy on executive functioning and the contribution of late-prematurity to this effect, using event-related potentials. METHODS Mothers of the prenatal-exposed children (n = 20) were diagnosed with cancer and received chemotherapeutic treatment during pregnancy. We recruited healthy controls (n = 20) who were matched on a 1:1 ratio regarding prematurity, age and sex. We assessed executive functioning at the age of nine, using two event-related potential paradigms: a Go/Nogo paradigm to investigate processes of response inhibition and conflict monitoring, as well as a Posner paradigm to investigate spatial attention. RESULTS Lower potentials were found in prenatal-exposed children compared to controls in the Go/Nogo P3 and Posner positive slow wave. Moreover, prenatal-exposed children responded slower on the Posner paradigm compared to controls (p < .033), with more incorrect responses (p = .023). In the control group, the N2 Go/Nogo wave was more pronounced in children born after a longer gestation. CONCLUSIONS This is the first study that demonstrates an effect of prenatal exposure to chemotherapy on the development of executive functioning, not limited to the effect of late-prematurity. SIGNIFICANCE This study emphasizes the necessity of a long-term follow-up of prenatal-exposed children to re-inform clinical practice on the costs and benefits of late-premature induction over treatment during pregnancy.
Collapse
|
33
|
Witlox L, Schagen SB, de Ruiter MB, Geerlings MI, Peeters PHM, Koevoets EW, van der Wall E, Stuiver M, Sonke G, Velthuis MJ, Palen JAMVD, Jobsen JJ, May AM, Monninkhof EM. Effect of physical exercise on cognitive function and brain measures after chemotherapy in patients with breast cancer (PAM study): protocol of a randomised controlled trial. BMJ Open 2019; 9:e028117. [PMID: 31227537 PMCID: PMC6597001 DOI: 10.1136/bmjopen-2018-028117] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION After treatment with chemotherapy, many patients with breast cancer experience cognitive problems. While limited interventions are available to improve cognitive functioning, physical exercise showed positive effects in healthy older adults and people with mild cognitive impairment. The Physical Activity and Memory study aims to investigate the effect of physical exercise on cognitive functioning and brain measures in chemotherapy-exposed patients with breast cancer with cognitive problems. METHODS AND ANALYTICS One hundred and eighty patients with breast cancer with cognitive problems 2-4 years after diagnosis are randomised (1:1) into an exercise intervention or a control group. The 6-month exercise intervention consists of twice a week 1-hour aerobic and strength exercises supervised by a physiotherapist and twice a week 1-hour Nordic or power walking. The control group is asked to maintain their habitual activity pattern during 6 months. The primary outcome (verbal learning) is measured at baseline and 6 months. Further measurements include online neuropsychological tests, self-reported cognitive complaints, a 3-tesla brain MRI, patient-reported outcomes (quality of life, fatigue, depression, anxiety, work performance), blood sampling and physical fitness. The MRI scans and blood sampling will be used to gain insight into underlying mechanisms. At 18 months online neuropsychological tests, self-reported cognitive complaints and patient-reported outcomes will be repeated. ETHICS AND DISSEMINATION Study results may impact usual care if physical exercise improves cognitive functioning for breast cancer survivors. TRIAL REGISTRATION NUMBER NTR6104.
Collapse
Affiliation(s)
- Lenja Witlox
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Sanne B Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Michiel B de Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Mirjam I Geerlings
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Petra H M Peeters
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Emmie W Koevoets
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Elsken van der Wall
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Martijn Stuiver
- Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, The Netherlands
- ACHIEVE Center of Applied Research, Faculty of Health, University of Applied Sciences, Amsterdam, The Netherlands
| | - Gabe Sonke
- Center for Quality of Life, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Miranda J Velthuis
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Job A M van der Palen
- Medical School Twente, Medisch Spectrum Twente, Enschede, The Netherlands
- Department of Research Methodology, Measurement, Universiteit Twente, Enschede, The Netherlands
| | - Jan J Jobsen
- Medical School Twente, Medisch Spectrum Twente, Enschede, The Netherlands
| | - Anne M May
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - E M Monninkhof
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
34
|
Deprez S, Kesler SR, Saykin AJ, Silverman DHS, de Ruiter MB, McDonald BC. International Cognition and Cancer Task Force Recommendations for Neuroimaging Methods in the Study of Cognitive Impairment in Non-CNS Cancer Patients. J Natl Cancer Inst 2019; 110:223-231. [PMID: 29365201 DOI: 10.1093/jnci/djx285] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 12/13/2017] [Indexed: 02/07/2023] Open
Abstract
Cancer- and treatment-related cognitive changes have been a focus of increasing research since the early 1980s, with meta-analyses demonstrating poorer performance in cancer patients in cognitive domains including executive functions, processing speed, and memory. To facilitate collaborative efforts, in 2011 the International Cognition and Cancer Task Force (ICCTF) published consensus recommendations for core neuropsychological tests for studies of cancer populations. Over the past decade, studies have used neuroimaging techniques, including structural and functional magnetic resonance imaging (fMRI) and positron emission tomography, to examine the underlying brain basis for cancer- and treatment-related cognitive declines. As yet, however, there have been no consensus recommendations to guide researchers new to this field or to promote the ability to combine data sets. We first discuss important methodological issues with regard to neuroimaging study design, scanner considerations, and sequence selection, focusing on concerns relevant to cancer populations. We propose a minimum recommended set of sequences, including a high-resolution T1-weighted volume and a resting state fMRI scan. Additional advanced imaging sequences are discussed for consideration when feasible, including task-based fMRI and diffusion tensor imaging. Important image data processing and analytic considerations are also reviewed. These recommendations are offered to facilitate increased use of neuroimaging in studies of cancer- and treatment-related cognitive dysfunction. They are not intended to discourage investigator-initiated efforts to develop cutting-edge techniques, which will be helpful in advancing the state of the knowledge. Use of common imaging protocols will facilitate multicenter and data-pooling initiatives, which are needed to address critical mechanistic research questions.
Collapse
Affiliation(s)
- Sabine Deprez
- University Hospital Gasthuisberg, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Shelli R Kesler
- Department of Neuro-oncology, University of Texas MD Anderson Cancer Center, Houston, TX
| | - Andrew J Saykin
- Center for Neuroimaging, Department of Radiology and Imaging Sciences and Indiana University Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, IN
| | - Daniel H S Silverman
- Ahmanson Translational Imaging Division, Department of Molecular and Medical Pharmacology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA
| | - Michiel B de Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Brenna C McDonald
- Center for Neuroimaging, Department of Radiology and Imaging Sciences and Indiana University Melvin and Bren Simon Cancer Center, Indiana University School of Medicine, Indianapolis, IN
| |
Collapse
|
35
|
Association of functional dorsal attention network alterations with breast cancer and chemotherapy. Sci Rep 2019; 9:104. [PMID: 30643203 PMCID: PMC6331552 DOI: 10.1038/s41598-018-36380-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Accepted: 11/16/2018] [Indexed: 12/03/2022] Open
Abstract
Breast cancer is the most common cancer among women worldwide. Adjuvant chemotherapy has significantly reduced mortality but increased cognitive impairments, including attention function, making quality of life issues a crucial concern. This study enrolled nineteen breast cancer patients who were treated with standard chemotherapy within 6 months and 20 sex-matched healthy controls to investigate the brain effects of chemotherapy. All participants underwent resting-state functional magnetic resonance imaging (rs-fMRI) with mean fractional amplitude of low-frequency fluctuation (mfALFF) analysis and were correlated with neuropsychological tests, including the Mini-Mental State Examination (MMSE), the Cognitive and Affective Mindfulness Scale-Revised (CAMS-R), and the Impact of Event Scale-Revised (IES-R), to explore the possible underlying mechanism of cognitive alternations. We found increased mfALFF over the frontoparietal lobe and decreased mfALFF over the occipital lobe in the cancer patients compared with the healthy controls; the altered brain regions may be associated with the dorsal attention network (DAN) and may be explained by a compensatory mechanism. Both MMSE and CAMS-R scores showed a positive correlation with mfALFF in the occipital lobe but a negative correlation in the frontoparietal lobe. By contrast, IES-R scores showed a positive correlation with mfALFF in the frontoparietal lobe but a negative correlation in the occipital lobe. These alterations are potentially related to the effects of both chemotherapy and psychological distress. Future research involving a larger sample size of patients with breast cancer is recommended.
Collapse
|
36
|
Jim HSL, Jennewein SL, Quinn GP, Reed DR, Small BJ. Cognition in Adolescent and Young Adults Diagnosed With Cancer: An Understudied Problem. J Clin Oncol 2018; 36:2752-2754. [PMID: 30040524 DOI: 10.1200/jco.2018.78.0627] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Heather S L Jim
- Heather S.L. Jim and Sarah L. Jennewein, Moffitt Cancer Center, Tampa, FL; Gwendolyn P. Quinn, New York University, New York, NY; Damon R. Reed, Moffitt Cancer Center, Tampa, FL; and Brent J. Small, University of South Florida, Tampa, FL
| | - Sarah L Jennewein
- Heather S.L. Jim and Sarah L. Jennewein, Moffitt Cancer Center, Tampa, FL; Gwendolyn P. Quinn, New York University, New York, NY; Damon R. Reed, Moffitt Cancer Center, Tampa, FL; and Brent J. Small, University of South Florida, Tampa, FL
| | - Gwendolyn P Quinn
- Heather S.L. Jim and Sarah L. Jennewein, Moffitt Cancer Center, Tampa, FL; Gwendolyn P. Quinn, New York University, New York, NY; Damon R. Reed, Moffitt Cancer Center, Tampa, FL; and Brent J. Small, University of South Florida, Tampa, FL
| | - Damon R Reed
- Heather S.L. Jim and Sarah L. Jennewein, Moffitt Cancer Center, Tampa, FL; Gwendolyn P. Quinn, New York University, New York, NY; Damon R. Reed, Moffitt Cancer Center, Tampa, FL; and Brent J. Small, University of South Florida, Tampa, FL
| | - Brent J Small
- Heather S.L. Jim and Sarah L. Jennewein, Moffitt Cancer Center, Tampa, FL; Gwendolyn P. Quinn, New York University, New York, NY; Damon R. Reed, Moffitt Cancer Center, Tampa, FL; and Brent J. Small, University of South Florida, Tampa, FL
| |
Collapse
|
37
|
Brain structure and function in patients with ovarian cancer treated with first-line chemotherapy: a pilot study. Brain Imaging Behav 2018; 11:1652-1663. [PMID: 27766586 DOI: 10.1007/s11682-016-9608-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Women with ovarian cancer often undergo chemotherapy involving multiple agents. However, little is known about treatment-related central neurotoxicity in this population. The goal of this cross-sectional study was to assess brain structure and function and neurocognitive abilities in patients with ovarian cancer following first-line chemotherapy. Eighteen patients with ovarian, peritoneal and fallopian tube cancer and eighteen healthy controls matched for gender, age and education participated in the study. The patients were evaluated 1-4 months following completion of first-line taxane/platinum chemotherapy. All participants underwent structural and functional magnetic resonance imaging (MRI), and completed neuropsychological tests of attention, memory and executive functions. Neuroimaging assessments included voxel-based morphometry (VBM) for measuring gray matter (GM) volume, and functional MRI (fMRI) during the N-back working memory task. The results of VBM showed that patients had significantly reduced GM volume compared to healthy controls in the right middle/superior frontal gyrus, and in the left supramarginal gyrus and left inferior parietal lobule. fMRI results indicated significantly decreased activation in patients relative to healthy controls in the left middle frontal gyrus and left inferior parietal lobule during the N-back task (1/2/3-back >0-back). There were no statistically significant differences between the two groups on the neuropsychological tests. This is the first study showing structural and functional alterations involving frontal and parietal regions in patients with ovarian cancer treated with first-line chemotherapy. These findings are congruent with studies involving women with breast cancer, and provide additional supporting evidence for central neurotoxicity associated with taxane/platinum chemotherapy.
Collapse
|
38
|
Suter MB, Pagani O. Should age impact breast cancer management in young women? Fine tuning of treatment guidelines. Ther Adv Med Oncol 2018; 10:1758835918776923. [PMID: 29977348 PMCID: PMC6024273 DOI: 10.1177/1758835918776923] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Accepted: 04/12/2018] [Indexed: 01/12/2023] Open
Abstract
Despite breast cancer being uncommon in young women, it is still the most frequent cancer diagnosed in women aged 15–39 years, and the leading cause of death in this age group in high-income countries, after accidents and self-injury. The present review summarizes the most recent guidelines and offers an expert perspective on the many challenges associated with treatment of young women with breast cancer. We will especially focus on early breast cancer, exploring the specificities of the diagnostic process, imaging techniques, locoregional and systemic treatments, and the added value of dedicated multidisciplinary teams. Specific differences in adjuvant treatment between premenopausal and postmenopausal women, especially regarding endocrine therapy, will be addressed in detail. Research questions and current gaps in important fields, such as the paucity of age-specific data regarding antihuman epidermal growth factor receptor 2 (anti-HER2) therapy and gene panels such as OncotypeDX or MAMMAPRINT will be highlighted. A consistent part of this review is dedicated to the issues defining ‘young women’, such as fertility preservation, managing long-term side effects of oncological treatments and genetic counselling, by detailing current strategies and future perspectives.
Collapse
Affiliation(s)
| | - Olivia Pagani
- Institute of Oncology and Breast Unit of Southern Switzerland, Bellinzona, Switzerland
| |
Collapse
|
39
|
Rick O, Reuß-Borst M, Dauelsberg T, Hass HG, König V, Caspari R, Götz-Keil G, Pfitzner J, Kerschgens C, Fliessbach K, Hoppe C. NeuroCog FX study: A multicenter cohort study on cognitive dysfunction in patients with early breast cancer. Psychooncology 2018; 27:2016-2022. [DOI: 10.1002/pon.4763] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 05/06/2018] [Accepted: 05/07/2018] [Indexed: 01/14/2023]
Affiliation(s)
| | | | | | | | | | | | | | | | | | - Klaus Fliessbach
- Clinic for Neurodegenerative Disease and Geriatric Psychiatry; University of Bonn Medical Centre; Bonn Germany
| | - Christian Hoppe
- Department of Epileptology; University of Bonn Medical Centre; Bonn Germany
| |
Collapse
|
40
|
Longitudinal assessment of chemotherapy-induced changes in brain and cognitive functioning: A systematic review. Neurosci Biobehav Rev 2018; 92:304-317. [PMID: 29791867 DOI: 10.1016/j.neubiorev.2018.05.019] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Revised: 05/08/2018] [Accepted: 05/14/2018] [Indexed: 12/26/2022]
Abstract
In addition to the burden of a life-threatening diagnosis, cancer patients are struggling with adverse side-effects from cancer treatment. Chemotherapy has been linked to an array of cognitive impairments and alterations in brain structure and function ("chemobrain"). In this review, we summarized the existing evidence that evaluate the changes in cognitive functioning and brain with chemotherapy, as assessed using structural and functional MRI-based techniques in a longitudinal design. This review followed the latest PRISMA guidelines using Embase, Medline, PsychINFO, Scopus, and Web of Science databases with date restrictions from 2012 to 2017. Fourteen research articles met the key inclusion criteria: (i) the studies involved adult cancer patients (mean age ≥ 18); (ii) the use of chemotherapy in the treatment of cancer; (iii) pre-post assessment of behavioral and brain-based outcomes; and (iv) abstracts written in English. Effect sizes of subjective and objective cognitive impairments from the reviewed studies were estimated using Cohen's d or z-scores. We calculated percentage of mean change or effect sizes for main neuroimaging findings when data were available. Strength of the correlations between brain alterations and cognitive changes was obtained using squared correlation coefficients. Small to medium effect sizes were shown? on individual tests of attention, processing speed, verbal memory, and executive control; and medium effect sizes on self-report questionnaires. Neuroimaging data showed reduced grey matter density in cancer patients in frontal, parietal, and temporal regions. Changes in brain function (brain activation and cerebral blood flow) were observed with cancer across functional networks involving (pre)frontal, parietal, occipital, temporal, and cerebellar regions. Data from diffusion-weighted MRI suggested reduced white matter integrity involving the superior longitudinal fasciculus, corpus callosum, forceps major, and corona radiate, and altered structural connectivity across the whole brain network. Finally, we observed moderate-to-strong correlations between worsening cognitive function and morphological changes in frontal brain regions. While MRI is a powerful tool for detection of longitudinal brain changes in the 'chemobrain', the underlying biological mechanisms are still unclear. Continued work in this field will hopefully detect MRI metrics to be used as biomarkers to help guide cognitive treatment at the individual cancer patient level.
Collapse
|
41
|
Systematic review of self-reported cognitive function in cancer patients following chemotherapy treatment. J Cancer Surviv 2018; 12:537-559. [DOI: 10.1007/s11764-018-0692-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 04/19/2018] [Indexed: 12/21/2022]
|
42
|
Machado AMC, Fagundes TC, Mafra A, Silva RG, Castro ACG, Mamede M. Effects on 18F-FDG PET/CT Brain Glucose Metabolism in Rectal Cancer Patients Undergoing Neoadjuvant Chemotherapy. Clin Nucl Med 2018; 42:e484-e490. [PMID: 29035999 DOI: 10.1097/rlu.0000000000001862] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE Retrospective study of the effects of anticancer treatment on the brain metabolism of patients diagnosed with rectal cancer based on a large and homogeneous sample of 40 paired F-FDG PET/CT volumes taken from 20 patients. The results are compared to the ones presented by related works to help elucidating the mechanisms of neurotoxicity associated to a decrease in memory, learning and motor skills. PATIENTS AND METHODS Twenty patients with rectal adenocarcinoma were scanned before and after neoadjuvant chemoradiation based exclusively on 5-fluorouracil and leucovorin. The sample was non-rigidly registered to a common template to allow for the comparison of regional metabolism. Statistical analysis was based on adjusted paired t-tests. RESULTS The analysis primarily revealed a statistically significant decrease in the metabolism after neoadjuvant chemotherapy at the hypothalamus, putamen, head of the caudate, globus pallidus, red nucleus, substantia nigra, amygdala, cerebellum and the parahippocampal gyrus. The analysis also revealed smaller regions of increased metabolic activity at the middle temporal gyrus, precuneus of the parietal lobe and cuneus of the occipital lobe. CONCLUSIONS The regions of decreased metabolism detected in the study are related to memory, learning and voluntary movement which is consistent with previous findings based on clinical studies and neuropsychological tests that report impairments on neurocognitive and motor skills associated to these therapies.
Collapse
Affiliation(s)
- Alexei M C Machado
- From the *Department of Anatomy and Imaging, School of Medicine, Federal University of Minas Gerais, Belo Horizonte; †Graduate Program in Electrical Engineering and in Vertebrate Biology, Pontifical Catholic University of Minas Gerais, Belo Horizonte; ‡Oncology Section, University Hospital, Federal University of Minas Gerais, Belo Horizonte; §Radiation Therapy Section, Mario Penna Institute, Belo Horizonte; and ∥Department of Surgery, and ¶Molecular Imaging Center, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | | | | | | | | | | |
Collapse
|
43
|
Isenberg-Grzeda E, Huband H, Lam H. A review of cognitive screening tools in cancer. Curr Opin Support Palliat Care 2018; 11:24-31. [PMID: 28009651 DOI: 10.1097/spc.0000000000000257] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
PURPOSE OF REVIEW Cancer-related cognitive impairment (CRCI) is highly prevalent, and assessment of cognition is crucial in providing optimal cancer care. Neuropsychological assessment (NPA) can be lengthy and expensive. Cognitive screening tools are plenty but validity has not been thoroughly studied for use in cancer patients. RECENT FINDINGS Our search of the recent literature revealed that the Montreal Cognitive Assessment, Mini-Mental State Examination, and Clock Draw Test were the most frequently studied objective screening tools. The Functional Assessment of Cancer Therapy-Cognitive Function and the Cognitive Symptom Checklist-Work 21 were the most commonly studied subjective measures of perceived cognitive impairment. Evidence supports using the Montreal Cognitive Assessment or the Clock Draw Test over the Mini-Mental State Examination to screen for cognitive impairment within specific patient populations. In addition, adding a subjective measure of cognitive impairment (e.g., Functional Assessment of Cancer Therapy-Cognitive Function) may increase diagnostic sensitivity. SUMMARY These suggest that cognitive screening tools may have a role in screening for CRCI, particularly when full NPA is not feasible. Researchers must continue to conduct high-quality studies to build an evidence to guide best practices in screening for CRCI.
Collapse
Affiliation(s)
- Elie Isenberg-Grzeda
- aDepartment of Psychiatry, University of Toronto bOdette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario cDalhousie University, Halifax, Nova Scotia dLibrary Services, Sunnybrook Health Sciences Centre, Toronto, Ontario
| | | | | |
Collapse
|
44
|
Cognitive impairment in breast cancer survivors treated with chemotherapy depends on control group type and cognitive domains assessed: A multilevel meta-analysis. Neurosci Biobehav Rev 2017; 83:417-428. [DOI: 10.1016/j.neubiorev.2017.10.028] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Revised: 05/01/2017] [Accepted: 10/27/2017] [Indexed: 01/21/2023]
|
45
|
A systemic literature review of neuroimaging studies in women with breast cancer treated with adjuvant chemotherapy. Contemp Oncol (Pozn) 2017; 21:6-15. [PMID: 28435392 PMCID: PMC5385474 DOI: 10.5114/wo.2017.66652] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2015] [Accepted: 09/30/2016] [Indexed: 12/16/2022] Open
Abstract
Chemotherapy-induced cognitive deficits in patients with breast cancer, predominantly in attention and verbal memory, have been observed in numerous studies. These neuropsychological findings are corroborated by the results of neuroimaging studies. The aim of this paper was to survey the reports on cerebral structural and functional alterations in women with breast cancer treated with chemotherapy (CTx). First, we discuss the host-related and disease-related mechanisms underlying cognitive impairment after CTx. We point out the direct and indirect neurotoxic effect of cytostatics, which may cause: a damage to neurons or glial cells, changes in neurotransmitter levels, deregulation of the immune system and/or cytokine release. Second, we focus on the results of neuroimaging studies on brain structure and function that revealed decreased: density of grey matter, integrity of white matter and volume of multiple brain regions, as well as their lower activation during cognitive task performance. Finally, we concentrate on compensatory mechanisms, which activate additional brain areas or neural connection to reach the premorbid cognitive efficiency.
Collapse
|
46
|
Menning S, de Ruiter MB, Veltman DJ, Boogerd W, Oldenburg HSA, Reneman L, Schagen SB. Changes in brain activation in breast cancer patients depend on cognitive domain and treatment type. PLoS One 2017; 12:e0171724. [PMID: 28267750 PMCID: PMC5340346 DOI: 10.1371/journal.pone.0171724] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 01/23/2017] [Indexed: 11/18/2022] Open
Abstract
Background Cognitive problems in breast cancer patients are common after systemic treatment, particularly chemotherapy. An increasing number of fMRI studies show altered brain activation in breast cancer patients after treatment, suggestive of neurotoxicity. Previous prospective fMRI studies administered a single cognitive task. The current study employed two task paradigms to evaluate whether treatment-induced changes depend on the probed cognitive domain. Methods Participants were breast cancer patients scheduled to receive systemic treatment (anthracycline-based chemotherapy +/- endocrine treatment, n = 28), or no systemic treatment (n = 24) and no-cancer controls (n = 31). Assessment took place before adjuvant treatment and six months after chemotherapy, or at similar intervals. Blood oxygen level dependent (BOLD) activation and performance were measured during an executive functioning task and an episodic memory task. Group-by-time interactions were analyzed using a flexible factorial design. Results Task performance did not differ between patient groups and did not change over time. Breast cancer patients who received systemic treatment, however, showed increased parietal activation compared to baseline with increasing executive functioning task load compared to breast cancer patients who did not receive systemic treatment. This hyperactivation was accompanied by worse physical functioning, higher levels of fatigue and more cognitive complaints. In contrast, in breast cancer patients who did not receive systemic treatment, parietal activation normalized over time compared to the other two groups. Conclusions Parietal hyperactivation after systemic treatment in the context of stable levels of executive task performance is compatible with a compensatory processing account of hyperactivation or maintain adequate performance levels. This over-recruitment of brain regions depends on the probed cognitive domain and may represent a response to decreased neural integrity after systemic treatment. Overall these results suggest different neurobehavioral trajectories in breast cancer patients depending on treatment type.
Collapse
Affiliation(s)
- Sanne Menning
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Michiel B. de Ruiter
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Dick J. Veltman
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Willem Boogerd
- Department of Neuro-Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Hester S. A. Oldenburg
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Liesbeth Reneman
- Department of Radiology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Sanne B. Schagen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- * E-mail:
| |
Collapse
|
47
|
Kesler SR, Adams M, Packer M, Rao V, Henneghan AM, Blayney DW, Palesh O. Disrupted brain network functional dynamics and hyper-correlation of structural and functional connectome topology in patients with breast cancer prior to treatment. Brain Behav 2017; 7:e00643. [PMID: 28293478 PMCID: PMC5346525 DOI: 10.1002/brb3.643] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Revised: 12/12/2016] [Accepted: 12/20/2016] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION Several previous studies have demonstrated that cancer chemotherapy is associated with brain injury and cognitive dysfunction. However, evidence suggests that cancer pathogenesis alone may play a role, even in non-CNS cancers. METHODS Using a multimodal neuroimaging approach, we measured structural and functional connectome topology as well as functional network dynamics in newly diagnosed patients with breast cancer. Our study involved a novel, pretreatment assessment that occurred prior to the initiation of any cancer therapies, including surgery with anesthesia. We enrolled 74 patients with breast cancer age 29-65 and 50 frequency-matched healthy female controls who underwent anatomic and resting-state functional MRI as well as cognitive testing. RESULTS Compared to controls, patients with breast cancer demonstrated significantly lower functional network dynamics (p = .046) and cognitive functioning (p < .02, corrected). The breast cancer group also showed subtle alterations in structural local clustering and functional local clustering (p < .05, uncorrected) as well as significantly increased correlation between structural global clustering and functional global clustering compared to controls (p = .03). This hyper-correlation between structural and functional topologies was significantly associated with cognitive dysfunction (p = .005). CONCLUSIONS Our findings could not be accounted for by psychological distress and suggest that non-CNS cancer may directly and/or indirectly affect the brain via mechanisms such as tumor-induced neurogenesis, inflammation, and/or vascular changes, for example. Our results also have broader implications concerning the importance of the balance between structural and functional connectome properties as a potential biomarker of general neurologic deficit.
Collapse
Affiliation(s)
- Shelli R Kesler
- Department of Neuro-oncology University of Texas MD Anderson Cancer Center Houston TX USA
| | - Marjorie Adams
- Department of Psychiatry and Behavioral Sciences Stanford University School of Medicine Stanford CA USA
| | - Melissa Packer
- Department of Psychiatry and Behavioral Sciences Stanford University School of Medicine Stanford CA USA
| | - Vikram Rao
- Department of Neuro-oncology University of Texas MD Anderson Cancer Center Houston TX USA
| | | | - Douglas W Blayney
- Division of Medical Oncology Stanford University School of Medicine Stanford CA USA
| | - Oxana Palesh
- Department of Psychiatry and Behavioral Sciences Stanford University School of Medicine Stanford CA USA
| |
Collapse
|
48
|
The attention network changes in breast cancer patients receiving neoadjuvant chemotherapy: Evidence from an arterial spin labeling perfusion study. Sci Rep 2017; 7:42684. [PMID: 28209975 PMCID: PMC5314322 DOI: 10.1038/srep42684] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Accepted: 01/13/2017] [Indexed: 01/13/2023] Open
Abstract
To investigate the neural mechanisms underlying attention deficits that are related to neoadjuvant chemotherapy in combination with cerebral perfusion. Thirty one patients with breast cancer who were scheduled to receive neoadjuvant chemotherapy and 34 healthy control subjects were included. The patients completed two assessments of the attention network tasks (ANT), neuropsychological background tests, and the arterial spin labeling scan, which were performed before neoadjuvant chemotherapy and after completing chemotherapy. After neoadjuvant chemotherapy, the patients exhibited reduced performance in the alerting and executive control attention networks but not the orienting network (p < 0.05) and showed significant increases in cerebral blood flow (CBF) in the left posterior cingulate gyrus, left middle occipital gyrus, bilateral precentral gyrus, inferior parietal gyrus, supramarginal gyrus, angular gyrus, precuneus, cuneus, superior occipital gyrus, calcarine cortex, and temporal gyrus (p < 0.01 corrected) when compared with patients before chemotherapy and healthy controls. A significant correlation was found between the decrease performance of ANT and the increase in CBF changes in some brain regions of the patients with breast cancer. The results demonstrated that neoadjuvant chemotherapy influences hemodynamic activity in different brain areas through increasing cerebral perfusion, which reduces the attention abilities in breast cancer patients.
Collapse
|
49
|
|
50
|
Sleurs C, Deprez S, Emsell L, Lemiere J, Uyttebroeck A. Chemotherapy-induced neurotoxicity in pediatric solid non-CNS tumor patients: An update on current state of research and recommended future directions. Crit Rev Oncol Hematol 2016; 103:37-48. [PMID: 27233118 DOI: 10.1016/j.critrevonc.2016.05.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 03/21/2016] [Accepted: 05/10/2016] [Indexed: 11/26/2022] Open
Abstract
Neurocognitive sequelae are known to be induced by cranial radiotherapy and central-nervous-system-directed chemotherapy in childhood Acute Lymphoblastic Leukemia (ALL) and brain tumor patients. However, less evidence exists for solid non-CNS-tumor patients. To get a better understanding of the potential neurotoxic mechanisms of non-CNS-directed chemotherapy during childhood, we performed a comprehensive literature review of this topic. Here, we provide an overview of preclinical and clinical studies investigating neurotoxicity associated with chemotherapy in the treatment of pediatric solid non-CNS tumors. Research to date suggests that chemotherapy has deleterious biological and psychological effects, with animal studies demonstrating histological evidence for neurotoxic effects of specific agents and human studies demonstrating acute neurotoxicity. Although the existing literature suggests potential neurotoxicity throughout neurodevelopment, research into the long-term neurocognitive sequelae in survivors of non-CNS cancers remains limited. Therefore, we stress the critical need for neurodevelopmental focused research in children who are treated for solid non-CNS tumors, since they are at risk for potential neurocognitive impairment.
Collapse
Affiliation(s)
- Charlotte Sleurs
- Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium; Department of Radiology, University Hospital Leuven, Leuven, Belgium.
| | - Sabine Deprez
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
| | - Louise Emsell
- Department of Radiology, University Hospital Leuven, Leuven, Belgium
| | - Jurgen Lemiere
- Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium; Department of Child & Adolescent Psychiatry, University Hospital Leuven, Leuven, Belgium
| | - Anne Uyttebroeck
- Department of Pediatric Hematology and Oncology, University Hospital Leuven, Leuven, Belgium
| |
Collapse
|