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Oliveira MEC, Torres GSV, Franklin RG, Gomes KAL, Nóbrega WFS, Fernandes TP, Santos NA. Cognitive impairments associated with chemotherapy in women with breast cancer: a meta-analysis and meta-regression. Braz J Med Biol Res 2023; 56:e12947. [PMID: 37851791 PMCID: PMC10578133 DOI: 10.1590/1414-431x2023e12947] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 08/19/2023] [Indexed: 10/20/2023] Open
Abstract
Chemotherapy is one of the most widely used treatments for breast cancer (BC). However, there is evidence of side effects like cognitive changes related to the chemotherapy treatment. The aim of the study was not only to summarize the existing evidence on the relationship between chemotherapy and cognitive performance in women with BC but also to identify additional consequences and aspects associated with these impairments. We conducted a systematic review with meta-analysis and meta-regression to present updated information on the matter. We retrieved data from the databases PubMed, Web of Science, PsycINFO, CINAHL, and Scopus. Twenty studies comprising over 2,500 women were examined and the results indicated that chemotherapy can compromise cognition in women with BC (-1.10 OR [95%CI: -1.81 to -0.74], P<0.01), with working memory (-0.49 OR [95%CI: -0.85 to -0.13], P=0.03) being the most affected among the domains. Furthermore, additional data indicated that cognitive impairment is most likely amid women with BC having a lower education level (Q=4.85, P=0.02). Our results suggested that chemotherapy affects cognitive functions in women with BC, and certain characteristics can worsen the deterioration. A comprehensive study of women with breast cancer and existing predictors contributes to optimized personal journeys, elevated life prospects, and advanced care that can also aid prognosis and therapeutic approaches.
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Affiliation(s)
- M E C Oliveira
- Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, PB, Brasil
| | - G S V Torres
- Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, PB, Brasil
| | - R G Franklin
- Departamento de Psicologia, Universidade Federal de Pernambuco, Recife, PE, Brasil
| | - K A L Gomes
- Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, PB, Brasil
| | - W F S Nóbrega
- Departamento de Odontologia, Universidade Estadual da Paraíba, Campina Grande, PB, Brasil
| | - T P Fernandes
- Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, PB, Brasil
| | - N A Santos
- Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, PB, Brasil
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Zhào H, Teulings HL, Xia C, Huang Y. Aged Patients With Severe Small Vessel Disease Exhibit Poor Bimanual Coordination During the Anti-Phase Horizontal Line Drawing Task. Percept Mot Skills 2022; 130:750-769. [PMID: 36562499 DOI: 10.1177/00315125221146230] [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: 12/24/2022]
Abstract
The present study explores whether SVD affects bimanual coordination, which is easier to detect than by conventional, MRI-based methods. We tested nine severe SVD patients, eight non-severe (i.e., moderate or mild) SVD patients, eleven healthy age-matched controls, and eight young adults. They were grouped according to Fazekas scale and by age. Participants performed horizontal line drawings with both hands simultaneously on two pen tablets. The movements consisted of rhythmic patterns where participants used both hands to draw horizontal lines in anti-phase on two pen tablets. Each participant underwent a series of neuropsychiatric assessments. Results showed that SVD patients exhibited in each hand smaller horizontal movement amplitudes with variability larger compared to the healthy age-matched controls. Only movement amplitudes appeared to decrease significantly with severity of SVD. Interestingly, we found no relevant differences between the age-matched, elderly controls and the young controls. Therefore, this effect appeared indicative of SVD. The variability of the lines orthogonal to the horizontal lines of the left, non-dominant hand differed only between the severe SVD group and the other groups. Furthermore, partial correlations demonstrated that the mean horizontal movement amplitude of the left hand was positively associated with the clock drawing test score, and the inter-manual asynchrony of the horizontal movements was positively associated with the Trail Making Test-B time. These results indicated that SVD patients show poor bimanual coordination, as reflected by spatial features such as movement amplitudes and variabilities, and abnormal bimanual coordination was associated with executive dysfunction.
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Affiliation(s)
- Hóngyi Zhào
- Department of Neurology, 617516The Seventh Medical Center of People's Liberation Army General Hospital, Beijing, China.,Department of Psychiatry, NO 984 Hospital of PLA, Beijing, China
| | | | - Cuiqiao Xia
- Department of Neurology, 617516The Seventh Medical Center of People's Liberation Army General Hospital, Beijing, China
| | - Yonghua Huang
- Department of Neurology, 617516The Seventh Medical Center of People's Liberation Army General Hospital, Beijing, China
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Li W, Lv Y, Duan X, Cheng G, Yao S, Yu S, Tang L, Cheng H. The alterations in event-related potential responses to pain empathy in breast cancer survivors treated with chemotherapy. Front Psychol 2022; 13:942036. [PMID: 36211858 PMCID: PMC9540992 DOI: 10.3389/fpsyg.2022.942036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 07/04/2022] [Indexed: 01/10/2023] Open
Abstract
Background Previous findings indicated that breast cancer patients often have dysfunction in empathy and other cognitive functions during or after chemotherapy. However, the manifestations and possible neuro-electrophysiological mechanisms of pain empathy impairment in breast cancer patients after chemotherapy were still unknown. Objective The current study aimed to investigate the potential correlations between pain empathy impairment and event-related potentials (ERP) in breast cancer patients undergoing chemotherapy. Methods Twenty-two breast cancer patients were evaluated on a neuropsychological test and pain empathy paradigm before and after chemotherapy, containing the Chinese version of the Interpersonal Reactivity Index (IRI-C), while recording ERP data. Results The empathic concern scores were lower and personal distress scores were higher on IRI-C task compared with those before chemotherapy (t = 3.039, p < 0.01; t = −2.324, p < 0.05, respectively). Meanwhile, the accuracy rates were lower than those before chemotherapy for both pain and laterality tasks on the pain empathy paradigm (F = 5.099, P = 0.035). However, the response time was no significant differences before and after chemotherapy (F = 0.543, P = 0.469). Further, the amplitude of the N1 component was significantly increased (F = 38.091, P < 0.001), and the amplitude of the P2 component was significantly decreased (F = 15.046, P = 0.001) in the subsequent ERP study. A linear mixed effect model was used to analyze the correlation, the average amplitude of N1 and P2 were positively correlated with the accuracy rates in laterality tasks (r = 1.765, r = 1.125, respectively, P < 0.05). Conclusion The results indicated that pain empathy impairment was performed in chemotherapeutic breast cancer patients, which was possibly correlated to the changes of N1 and P2 components in ERP. These findings provide neuro-electrophysiological information about chemo-brain in breast cancer patients.
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Affiliation(s)
- Wen Li
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yue Lv
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xu Duan
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Guo Cheng
- Department of Finance, University of Connecticut, Storrs, CT, United States
| | - Senbang Yao
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Sheng Yu
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Lingxue Tang
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Huaidong Cheng
- Department of Oncology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
- *Correspondence: Huaidong Cheng,
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Onzi GR, D'Agustini N, Garcia SC, Guterres SS, Pohlmann PR, Rosa DD, Pohlmann AR. Chemobrain in Breast Cancer: Mechanisms, Clinical Manifestations, and Potential Interventions. Drug Saf 2022; 45:601-621. [PMID: 35606623 DOI: 10.1007/s40264-022-01182-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 11/26/2022]
Abstract
Among the potential adverse effects of breast cancer treatment, chemotherapy-related cognitive impairment (CRCI) has gained increased attention in the past years. In this review, we provide an overview of the literature regarding CRCI in breast cancer, focusing on three main aspects. The first aspect relates to the molecular mechanisms linking individual drugs commonly used to treat breast cancer and CRCI, which include oxidative stress and inflammation, reduced neurogenesis, reduced levels of specific neurotransmitters, alterations in neuronal dendrites and spines, and impairment in myelin production. The second aspect is related to the clinical characteristics of CRCI in patients with breast cancer treated with different drug combinations. Data suggest the incidence rates of CRCI in breast cancer vary considerably, and may affect more than 50% of treated patients. Both chemotherapy regimens with or without anthracyclines have been associated with CRCI manifestations. While cross-sectional studies suggest the presence of symptoms up to 20 years after treatment, longitudinal studies confirm cognitive impairments lasting for at most 4 years after the end of chemotherapy. The third and final aspect is related to possible therapeutic interventions. Although there is still no standard of care to treat CRCI, several pharmacological and non-pharmacological approaches have shown interesting results. In summary, even if cognitive impairments derived from chemotherapy resolve with time, awareness of CRCI is crucial to provide patients with a better understanding of the syndrome and to offer them the best care directed at improving quality of life.
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Affiliation(s)
- Giovana R Onzi
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Av. Ipiranga 2752, Porto Alegre, RS, 90610-000, Brazil.
| | - Nathalia D'Agustini
- Programa de Pós-Graduação em Patologia da Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, RS, Brazil
| | - Solange C Garcia
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Av. Ipiranga 2752, Porto Alegre, RS, 90610-000, Brazil
| | - Silvia S Guterres
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Av. Ipiranga 2752, Porto Alegre, RS, 90610-000, Brazil
| | - Paula R Pohlmann
- Lombardi Comprehensive Cancer Center, MedStar Georgetown University Hospital, Washington, DC, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daniela D Rosa
- Programa de Pós-Graduação em Patologia da Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, RS, Brazil
- Serviço de Oncologia, Hospital Moinhos de Vento, Porto Alegre, RS, Brazil
| | - Adriana R Pohlmann
- Faculdade de Farmácia, Universidade Federal do Rio Grande do Sul, Av. Ipiranga 2752, Porto Alegre, RS, 90610-000, Brazil.
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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.
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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.)
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Eide S, Feng ZP. Doxorubicin chemotherapy-induced "chemo-brain": Meta-analysis. Eur J Pharmacol 2020; 881:173078. [PMID: 32505665 DOI: 10.1016/j.ejphar.2020.173078] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 02/26/2020] [Accepted: 03/24/2020] [Indexed: 11/16/2022]
Abstract
Doxorubicin is a leading chemotherapeutic halting cellular replication and inducing p53-dependent apoptosis in cancerous tissue. Like many chemotherapies, doxorubicin damages healthy tissue throughout the body through cellular mechanisms independent of its chemotherapeutic action. Although cognitive impairment is commonly recorded in patients after chemotherapy, the occurrence of doxorubicin-induced "chemo-brain" is debated, as doxorubicin cannot cross the blood-brain barrier. However, the potential of indirect doxorubicin neurotoxicity remains, providing a foundation for doxorubicin-mediated chemo-brain. We present the first meta-analysis of defined cognitive performance of doxorubicin-treated patients. A search of PubMed and MedLine collected 494 studies, 14 of which met analysis criteria. Performance of 511 doxorubicin-treated women with breast cancer was compared to that of 306 healthy controls across measures of defined cognitive modalities. Treated patients experience significant impairment in global cognition compared to controls (g= -0.41, P < 0.001), with select impairment in executive function (g = -0.25, P < 0.0001), language (g = -0.30, P < 0.0001), memory (g = -0.12, P < 0.01) and processing speed (g = -0.28, P < 0.01). Within memory, short-term verbal memory is most significantly affected (g = -0.21, P < 0.01). Impairment in select cognitive modalities (executive function, language, memory, short-term verbal memory, processing speed) is prevalent in doxorubicin-treated patients, with some cognitive functions remaining intact (attention, motor function, visuospatial abilities). This information can guide the development of future interventions to improve quality-of-life (QOL) and doxorubicin-derived therapies that target cytotoxicity to cancerous tissue, avoiding healthy tissue damage, which is mediated by seemingly independent mechanisms.
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Affiliation(s)
- Sarah Eide
- Department of Physiology, Faculty of Medicine, University of Toronto, 3306 MSB, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada
| | - Zhong-Ping Feng
- Department of Physiology, Faculty of Medicine, University of Toronto, 3306 MSB, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada.
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Systematic review of cognitive sequelae of non-central nervous system cancer and cancer therapy. J Cancer Surviv 2020; 14:464-482. [PMID: 32146576 DOI: 10.1007/s11764-020-00870-2] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 02/22/2020] [Indexed: 10/24/2022]
Abstract
PURPOSE The aim of this review is to provide an updated overview of chemotherapy-related cognitive impairment (CRCI) in patients with cancer outside central nervous system (CNS), its incidence and prevalence, the cognitive pattern in neuropsychological studies, neuroimaging findings, and the relationship between chemobrain and aging. Methodological limitations of studies are also discussed. METHODS This review was guided by the PRISMA statement. The MEDLINE and Scopus databases were employed to search articles about CRCI in non-CNS cancer patients published from January 2004 to September 2019. Two types of research were reviewed: prospective studies addressing the effects of chemotherapy on cognition and systematic reviews about factors related with CRCI, also as neuroimaging findings and current available treatments. RESULTS Fifty-nine studies meeting the criteria were analyzed: 47 were longitudinal studies on cancer and cognition and 12 were reviews on risk factors, neuroimaging, and treatment. The majority of studies find cognitive impairment in patients with cancer treated with chemotherapy. The body of the literature on breast cancer is the most abundant, but there are also studies on colorectal, testicular, and lung cancer. Neuroimaging studies show changes in structure and activation in patients undergoing chemotherapy. Non-pharmacological treatment is effective for improving cognition and quality of life. CONCLUSIONS The occurrence of CRCI during the course of treatment in people with different types of cancer is frequent. Some risk factors have been identified, but CRCI is a complex phenomenon, with mediating factors related to cancer and treatment and moderating factors related with lifestyle and health. IMPLICATIONS FOR CANCER SURVIVORS This review highlights the importance of recognizing that this cognitive dysfunction is frequent, mild to moderate in nature but with great impact on quality of life.
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Cerulla N, Arcusa À, Navarro JB, de la Osa N, Garolera M, Enero C, Chico G, Fernández-Morales L. Cognitive impairment following chemotherapy for breast cancer: The impact of practice effect on results. J Clin Exp Neuropsychol 2018; 41:290-299. [PMID: 30477390 DOI: 10.1080/13803395.2018.1546381] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Chemotherapy-Related Cognitive Impairment (CRCI) can be an adverse effect in women treated for breast cancer. Some longitudinal studies reported deficits in attention, memory, and executive function following treatment, but other studies did not find cognitive changes. It is known that practice effects (PE) on repeated assessments with cognitive tests contribute to the discrepancies in these results, but its influence on scores has not been systematically explored. The present study examines the impact of PE on retest scores in a group of women with breast cancer treated with chemotherapy and evaluated longitudinally. METHOD 51 women with breast cancer treated with a combination of 5-fluorouracil, epirubicin, and cyclophosphamide with or without taxanes were assessed after surgery but before chemotherapy (T1), post-chemotherapy (T2), and at one year after T2 (T3). Longitudinal changes on cognitive performance were analyzed twice: when retest scores were not corrected for PE and when correction for PE was applied to T2 and T3 scores. RESULTS When PE was not corrected, progressive improvement over time in measures of memory and divided attention at T2 and T3 was observed. In contrast, when PE was corrected, worsening was found in measures of memory, fluency, executive function, and attention at T2 and in attention and executive function at T3. Results after correction for PE are in line with previous longitudinal studies that report cognitive impairment after treatment with chemotherapy for breast cancer. CONCLUSION Accounting for PE is recommended to identify true change on cognition through treatment with chemotherapy for breast cancer.
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Affiliation(s)
- Noemí Cerulla
- a Memory Unit , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain.,b Brain, Cognition and Behaviour Research Group , Unitat d'Investigació biomèdica UAB-CST (UIB), Terrassa , Barcelona , Spain.,c Department of Clinical and Health Psychology , Universitat Autònoma de Barcelona (UAB), Bellaterra , Barcelona , Spain
| | - Àngels Arcusa
- d Department of Oncology , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain
| | - José-Blas Navarro
- e Department of Psychobiology and Methodology of Health Sciences , Universitat Autònoma de Barcelona (UAB), Bellaterra , Barcelona , Spain
| | - Nuria de la Osa
- c Department of Clinical and Health Psychology , Universitat Autònoma de Barcelona (UAB), Bellaterra , Barcelona , Spain
| | - Maite Garolera
- b Brain, Cognition and Behaviour Research Group , Unitat d'Investigació biomèdica UAB-CST (UIB), Terrassa , Barcelona , Spain.,f Neuropsychology Unit , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain
| | - Cristina Enero
- g Department of Mental Health , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain
| | - Glòria Chico
- a Memory Unit , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain.,b Brain, Cognition and Behaviour Research Group , Unitat d'Investigació biomèdica UAB-CST (UIB), Terrassa , Barcelona , Spain
| | - Luís Fernández-Morales
- d Department of Oncology , Consorci Sanitari de Terrassa (CST), Terrassa , Barcelona , Spain.,h Department of Oncology , Corporació Sanitària Parc Taulí, Sabadell , Barcelona , Spain
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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: 9.6] [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]
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