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Melnyk H, Dickson VV, Bender C, Yu G, Djukic M, Merriman J. Role function in postmenopausal women during aromatase inhibitor therapy for breast cancer. J Cancer Surviv 2024:10.1007/s11764-024-01697-x. [PMID: 39425854 DOI: 10.1007/s11764-024-01697-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 10/11/2024] [Indexed: 10/21/2024]
Abstract
OBJECTIVE Few studies have examined aromatase inhibitor therapy relating to role function in breast cancer survivors of working age. Our study sought to identify how pre-therapy sociodemographic and health/treatment-related characteristics, as well as patient-reported symptoms measured every six-months, influence role function during 18 months of AI therapy for early-stage breast cancer. METHODS We performed a secondary analysis of longitudinal study data using linear mixed-effects modeling to examine role physical (RP) and role emotional (RE) functioning measured with the Medical Outcome Study Short Form 36 v2. The sample of postmenopausal women (N = 351) consisted of three cohorts: chemotherapy followed by anastrozole (CFAI), anastrozole only (AI only), and non-cancer controls. Our choice of variables and interpretation of findings was theoretically based on the Cancer Survivorship and Work Model. Stepwise backward deletion determined which predictors to include in the final model, accounting for treatment group. RESULTS Both treatment groups were associated with greater limitations in RP functioning than controls. CFAI had twice the impact on RP compared to AI only. While the RP model displayed significant predictors across sociodemographic, health/treatment, and symptom characteristics, only symptoms were associated with greater limitations in RE functioning. Findings were significant at p < .05. CONCLUSION Transitioning from acute to extended survivorship is a critical juncture in which multiple factors place breast cancer survivors at risk of diminished role function. IMPLICATIONS FOR CANCER SURVIVORS Early interventions to address role function limitations during systemic treatment may lead to better work outcomes and improve the quality of long-term survivorship.
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Affiliation(s)
- Halia Melnyk
- New York University Rory Meyers College of Nursing, New York, NY, USA.
- The Ohio State University College of Medicine, The Center for the Advancement of Team Science, Analytics, and Systems Thinking in Health Services and Implementation Science Research (CATALYST), Columbus, OH, USA.
| | | | | | - Gary Yu
- Columbia University, New York, NY, USA
| | - Maja Djukic
- The University of Texas Health Science Center at Houston, Jane and Robert Cizik School of Nursing, Houston, TX, USA
| | - John Merriman
- New York University Rory Meyers College of Nursing, New York, NY, USA
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VanLandingham HB, Ellison RL, Turchmanovych-Hienkel N, Alfonso D, Oh A, Kaseda ET, Basurto K, Tse PKY, Khan H. Neuropsychological assessment, intervention, and best practices for women with non-Central nervous system cancer: A scoping review of current standards. Clin Neuropsychol 2024; 38:1334-1365. [PMID: 38641949 DOI: 10.1080/13854046.2024.2343147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 04/10/2024] [Indexed: 04/21/2024]
Abstract
Objective: Existing literature has sought to characterize the broad cognitive impact of non-central nervous system cancer and its treatment, including chemotherapy, radiation, surgery, and hormonal regulation. However, despite the frequency of women that are diagnosed with breast and gynecological cancer, there is limited research on the specific cognitive experiences of women undergoing cancer treatment. Presently, the current literature lacks concise guidance for neuropsychologists to support the cognitive health of women facing cancer, despite the acknowledged impact of cancer interventions and chronic illness on cognitive outcomes. Method: Applying scoping review criteria outlined by Peters et al. (2015) and adhering to Preferred Reporting Items for Systemic Reviews and Meta-Analysis (PRISMA) guidelines, we conducted a comprehensive examination of literature spanning multiple databases (Google Scholar, PubMed, PsychINFO) with a focus on the cognitive impact of cancer treatment on women. Conclusions: Women are subject to unique treatment-related outcomes due to the impact of hormonal alterations, differences in metabolization of certain chemotherapies, and psychosocial risk factors. Despite the known impact of cancer intervention, chronic illness, and cancer-related sequelae on cognitive outcomes, the current literature does not parsimoniously outline best practices for neuropsychologists to promote the health of women experiencing cancer. The current paper (1) provides an overview of the cognitive implications of cancer treatment with an intentional focus on cancers that are more prevalent in women versus men, (2) addresses the characteristics of this impact for women undergoing cancer intervention(s), and (3) provides possible intervention and treatment strategies for mental health providers and neuropsychologists.
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Affiliation(s)
- Hannah B VanLandingham
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Rachael L Ellison
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | | | - Demy Alfonso
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
| | - Alison Oh
- Department of Psychology, Illinois Institute of Technology, Chicago, IL, USA
| | - Erin T Kaseda
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Karen Basurto
- Department of Psychology, Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Phoebe K Y Tse
- Department of Psychology, The Chicago School, Chicago, IL, USA
| | - Humza Khan
- Department of Psychology, Northern Illinois University, DeKalb, IL, USA
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Liu Y, Liu JE, Shi TY, Bai LX, Yang AL, Li RL, Su YL, Wang PL, Liu J, Zhang L. Factors associated with perceived cognitive function in breast cancer patients treated with chemotherapy: A multicenter cross-sectional study. Eur J Oncol Nurs 2024; 71:102623. [PMID: 38880040 DOI: 10.1016/j.ejon.2024.102623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 06/18/2024]
Abstract
PURPOSE This study aimed to investigate the factors associated with perceived cognitive function among breast cancer patients treated with chemotherapy in China. METHODS The study was a multicenter cross-sectional design. Data were collected from 10 public hospitals in China between April 2022 and February 2023. A total of 741 participants completed questionnaires assessing sociodemographic and medical characteristics, perceived cognitive function, sleep quality, fatigue, anxiety, and depression. Hierarchical multiple regression analysis was used to assess the determinants of cognitive function. RESULTS The hierarchical multiple regression model accounted for 31.5% of variation in perceived cognitive function (sociodemographic 4.5%; medical 6.6%; exercise frequency 6.6%; sleep quality 2.1%; fatigue 2.8%; anxiety combined with depression 9.0%). Education level, chemotherapy type, number of chemotherapy cycles, and cyclophosphamide drug use were significant predisposing factors of perceived cognitive function (p < 0.001). Exercising ≥3 times/week (p < 0.001) was a significant factor positively influencing perceived cognitive function, meanwhile, anxiety (p < 0.001) and depression (p < 0 0.001) were negative factors. CONCLUSION Our findings suggest that patients with low education levels, postoperative chemotherapy, cyclophosphamide treatment, and a greater number of chemotherapy cycles need more assessment. Sedentary patients, those who have never exercised, and those with anxiety or depression all showed greater cognitive decline. By identifying susceptible populations, encouraging regular exercise, and addressing anxiety and depression, healthcare professionals can contribute significantly to prevent patients' cognitive decline throughout chemotherapy.
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Affiliation(s)
- Yu Liu
- School of Nursing, Capital Medical University, You an Men, Beijing, 100069, PR China
| | - Jun-E Liu
- School of Nursing, Capital Medical University, You an Men, Beijing, 100069, PR China.
| | - Tie-Ying Shi
- Nursing Department, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, PR China
| | - Li-Xiao Bai
- Department of Breast Cancer, The Fifth Medical Centre of Chinese People's Liberation Army (PLA) General Hospital, Beijing, PR China
| | - Ai-Ling Yang
- Department of Breast Cancer, The Fifth Medical Centre of Chinese People's Liberation Army (PLA) General Hospital, Beijing, PR China
| | - Ruo-Lin Li
- School of Nursing, Capital Medical University, You an Men, Beijing, 100069, PR China
| | - Ya-Li Su
- Department of Breast Oncology, Beijing Tiantan Hospital, Capital Medical University, South 4th Ring Road West, Beijing, 100050, PR China
| | - Pi-Lin Wang
- Department of Breast Oncology, Beijing Tiantan Hospital, Capital Medical University, South 4th Ring Road West, Beijing, 100050, PR China
| | - Juan Liu
- Department of Breast Oncology, Beijing Shijitan Hospital, Capital Medical University, 10th Tieyi Road, Beijing, 100038, PR China
| | - Ling Zhang
- School of Public Health, Capital Medical University, You an Men, Beijing, 100069, PR China
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Agelink van Rentergem JA, Lee Meeuw Kjoe PR, Vermeulen IE, Schagen SB. Subgroups of cognitively affected and unaffected breast cancer survivors after chemotherapy: a data-driven approach. J Cancer Surviv 2024; 18:810-817. [PMID: 36639610 DOI: 10.1007/s11764-022-01310-z] [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: 11/19/2022] [Accepted: 12/03/2022] [Indexed: 01/15/2023]
Abstract
PURPOSE It is assumed that a segment of breast cancer survivors are cognitively affected after chemotherapy. Our aim is to discover whether there is a qualitatively different cognitively affected subgroup of breast cancer survivors, or whether there are only quantitative differences between survivors in cognitive functioning. METHODS Latent profile analysis was applied to age-corrected neuropsychological data -measuring verbal memory, attention, speed, and executive functioning- from an existing sample of 62 breast cancer survivors treated with chemotherapy. Other clustering methods were applied as sensitivity analyses. Subgroup distinctness was established with posterior mean assignment probability and silhouette width. Simulations were used to calculate subgroup stability, posterior predictive checks to establish absolute fit of the subgrouping model. Subgrouping results were compared to traditional normative comparisons results. RESULTS Two subgroups were discovered. One had cognitive normal scores, the other -45%- had lower scores. Subgrouping results were consistent across clustering methods. The subgroups showed some overlap; 6% of survivors could fall in either. Subgroups were stable and described the data well. Results of the subgroup clustering model matched those of a traditional normative comparison method requiring small deviations on two cognitive domains. CONCLUSIONS We discovered that almost half of breast cancer survivors after chemotherapy form a cognitively affected subgroup, using a data-driven approach. This proportion is higher than previous studies using prespecified cutoffs observed. IMPLICATIONS FOR CANCER SURVIVORS A larger group of cancer survivors may be cognitively affected than previously recognized, and a less strict threshold for cognitive problems may be needed in this population.
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Affiliation(s)
- Joost A Agelink van Rentergem
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands.
| | - Philippe R Lee Meeuw Kjoe
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands
| | - Ivar E Vermeulen
- Department of Communication Science, Vrije Universiteit Amsterdam, De Boelelaan 1105, 1081 HV, Amsterdam, The Netherlands
| | - Sanne B Schagen
- Department of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Plesmanlaan 121, Room H8.014, 1066 CX, Amsterdam, The Netherlands
- Department of Psychology, University of Amsterdam, Nieuwe Achtergracht 129-B, 1018 WS, Amsterdam, The Netherlands
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Miaskowski C, Conley YP, Cooper BA, Paul SM, Smoot BJ, Hammer MJ, Fu M, Levine JD. Identification Of A Higher Risk Lymphedema Phenotype And Associations With Cytokine Gene Polymorphisms. J Pain Symptom Manage 2024; 67:375-383.e3. [PMID: 38307372 DOI: 10.1016/j.jpainsymman.2024.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/21/2024] [Accepted: 01/24/2024] [Indexed: 02/04/2024]
Abstract
CONTEXT Breast cancer-related lymphedema (BCRL) is chronic condition that occurs in 5% to 75% of women following treatment for breast cancer. However, little is known about the risk factors and mechanisms associated with a worse BCRL profile. OBJECTIVES Identify distinct BCRL profiles in women with the condition (i.e., lower vs. higher risk phenotype) and evaluate for associations with pro- and anti-inflammatory genes. METHODS Latent class profile analysis (LCPA) was used to identify the BCRL profiles using phenotypic characteristics evaluated prior to surgery. Candidate gene analyses were done to identify cytokine genes associated with the two BCRL profiles. RESULTS Of the 155 patients evaluated, 35.5% (n = 55) were in the Lower and 64.5% (n = 100) were in the Higher Risk classes. Risk factors for membership in the Higher class included: lower functional status, having sentinel lymph node biopsy, axillary lymph node dissection, mastectomy, higher number of positive lymph nodes, and receipt of chemotherapy. Polymorphisms for interleukin (IL)1-beta and IL6 were associated with membership in the Higher Risk class. CONCLUSION The readily available and clinically relevant phenotypic characteristics associated with a worse BCRL profile can be used by clinicians to identify higher risk patients. If confirmed, these characteristics can be tested in predictive risk models. In addition, the candidate gene findings may guide the development of mechanistically-based interventions to decrease the risk of BCRL.
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Affiliation(s)
- Christine Miaskowski
- School of Nursing, University of California, San Francisco, CA, USA; School of Medicine, University of California, San Francisco, CA, USA.
| | | | - Bruce A Cooper
- School of Nursing, University of California, San Francisco, CA, USA
| | - Steven M Paul
- School of Nursing, University of California, San Francisco, CA, USA
| | - Betty J Smoot
- School of Medicine, University of California, San Francisco, CA, USA
| | | | - Mei Fu
- School of Nursing and Health Studies, University of Missouri, Kansas City, MO, USA
| | - Jon D Levine
- School of Medicine, University of California, San Francisco, CA, USA
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Dong Y, Huang H, Wang A. Effects of different exercise interventions on chemotherapy-related cognitive impairment in patients with breast cancer: a study protocol for systematic review and network meta-analysis. BMJ Open 2024; 14:e078934. [PMID: 38631832 PMCID: PMC11029385 DOI: 10.1136/bmjopen-2023-078934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 04/10/2024] [Indexed: 04/19/2024] Open
Abstract
INTRODUCTION Breast cancer stands as the most prevalent type of cancer affecting women globally, and chemotherapy plays a pivotal role in its treatment by diminishing tumour recurrence and enhancing the survival rates of patients. However, chemotherapy-related cognitive impairment (CRCI) often occurs in patients undergoing treatment. Although multiple clinical trials have indicated that exercise therapy can improve CRCI in patients with breast cancer, there are variations in the types of exercise interventions and their effectiveness. We aim to perform a pioneering network meta-analysis (NMA) to assess and prioritise the effectiveness of various exercise interventions in enhancing cognitive function in patients with breast cancer undergoing chemotherapy. METHODS AND ANALYSIS We will search multiple databases, including PubMed, Web of Science, Cochrane, Embase, China National Knowledge Infrastructure, VIP Database for Chinese Technical Periodicals, Wanfang and Sinomed databases, from their inception to May 2023. The main outcome is the cognitive function changes in patients with breast cancer, including subjective and objective results. We will specifically include randomised controlled trials reported in English and Chinese languages, whose primary outcome consists of an assessment of the cognitive function of patients with breast cancer using standardised and validated assessment tools, encompassing both subjective and objective outcomes. The quality of all the trials included will be evaluated based on 'Version 2 of the Cochrane tool for assessing the risk of bias in randomized controlled trials (RoB2)'. We will conduct a Bayesian NMA to thoroughly evaluate and compare the effectiveness of different exercise interventions. We will use cumulative ranking probability plots to estimate the ranking of the best interventions for various exercises. Network plots and funnel plots will be employed to display the study sizes and participants of each exercise intervention, as well as potential publication biases. ETHICS AND DISSEMINATION The study findings will be shared via peer-reviewed journals to ensure the highest quality and credibility of the research. As the reporting will not include any private patient data, there are no ethical considerations associated with this protocol. PROSPERO REGISTRATION NUMBER CRD42023406597.
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Affiliation(s)
- Yu Dong
- The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Hao Huang
- The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Aiping Wang
- The First Hospital of China Medical University, Shenyang, Liaoning, China
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7
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Liu Y, Li RL, Chen L, Zhao FY, Su YL, Jin S, Liu JE. Construction and validation of a risk-prediction model for chemotherapy-related cognitive impairment in patients with breast cancer. J Cancer Surviv 2024:10.1007/s11764-024-01566-7. [PMID: 38512563 DOI: 10.1007/s11764-024-01566-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024]
Abstract
PURPOSE To identify risk factors of chemotherapy-related cognitive impairment (CRCI) and construct and validate a visual prediction model of such for patients with breast cancer. METHODS A multicenter, descriptive, and cross-sectional design was adopted. Data were collected from ten public tertiary hospitals in China. Cognitive function was assessed by using Functional Assessment of Cancer Therapy-cognitive function. Socio-demographic, clinical, psychological, and physical indicators were also assessed. The logistic prediction model was constructed by fivefold cross-validation. Then, a nomogram was utilized to visualize the prediction model, which was also evaluated via discrimination, calibration, and decision curve analysis. RESULTS A total of 71 breast cancer patients had CRCI with a prevalence of 9.58%. This visual prediction model was constructed based on education background, exercise frequency, chemotherapy times, and fatigue and demonstrated good discrimination, with an area under the receiver operating characteristic curve of 0.882. The calibration curve indicated good agreement between experimental and projected values, and the decision curve proved good clinical applicability. CONCLUSION Education background, exercise frequency, chemotherapy times, and fatigue were associated with high incidence of CRCI. The prediction model exhibits superior performance and has promise as a useful instrument for assessing the likelihood of CRCI in breast cancer patients. IMPLICATIONS FOR CANCER SURVIVORS Our findings could provide breast cancer survivors with risk screening based on CRCI predictors to implement prevention and early intervention, and help patients integrate into society and achieve comprehensive recovery.
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Affiliation(s)
- Yu Liu
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China
| | - Ruo-Lin Li
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China
| | - Lu Chen
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China
| | - Fu-Yun Zhao
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China
| | - Ya-Li Su
- Department of Breast Oncology, Beijing Tiantan Hospital, Capital Medical University, South 4th Ring Road West, 100050, Beijing, China
| | - Shuai Jin
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China
| | - Jun-E Liu
- School of Nursing, Capital Medical University, You An Men, 100069, Beijing, China.
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Grayson S, Sereika S, Conley Y, Bender C, Carr K, Wesmiller S. Psychoneurological symptom cluster trajectories in individuals treated for early-stage breast cancer. Support Care Cancer 2023; 31:563. [PMID: 37676346 DOI: 10.1007/s00520-023-08018-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 08/23/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND/PURPOSE The psychoneurological (PN) symptom cluster has been defined in the literature as anxiety, depression, fatigue, sleep disturbance, and pain. PN symptoms are influenced by cancer and its treatment as well as biological and psychosocial factors. The purpose of this analysis was to describe temporal patterns of the PN symptom cluster severity in breast cancer survivors over the year following initial surgical intervention and investigate the time-dependent effect of treatment modality on symptom severity. METHODS In a prospective longitudinal study, symptom data were collected from individuals with early-stage breast cancer 48 h after initial surgery and at monthly intervals for the subsequent 12 months using the PROMIS®-29 subscales for anxiety, depression, fatigue, sleep disturbance, and pain. Applying group-based trajectory modeling, we classified participants into subgroups with similar temporal patterns of PN symptom cluster severity and included treatment modality as a time-dependent covariate. RESULTS Across 353 participants (mean age 60.10 ± 11.9 years, 88.95% white, 66.57% undergoing segmental mastectomies), four distinct trajectory subgroups (mild [47.6%; n = 168], moderate [28.3%; n = 100], severe [15.9%; n = 56], and most severe increasing [8.2%; n = 29]) were revealed for PN symptom cluster severity. Chemotherapy was associated with greater severity in all symptom severity subgroups, while radiation was associated with greater symptom severity in the mild and most severe increasing subgroups. CONCLUSIONS AND IMPLICATIONS A subgroup of individuals with early-stage breast cancer experienced persistent severe PN symptoms. Future research should focus on psychosocial, biological, and disease-related characteristics of individuals in the most severe symptom group to inform preventative treatments and effective interventions.
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Affiliation(s)
- Susan Grayson
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Susan Sereika
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Yvette Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Catherine Bender
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Katrina Carr
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Susan Wesmiller
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
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Lesnovskaya A, Ripperger HS, Donofry SD, Drake JA, Wan L, Poniatowski A, Donahue PT, Crisafio ME, Gilmore AD, Richards EA, Grove G, Gentry AL, Sereika SM, Bender CM, Erickson KI. Cardiorespiratory fitness is associated with hippocampal resting state connectivity in women newly diagnosed with breast cancer. FRONTIERS IN COGNITION 2023; 2:1211525. [PMID: 37744285 PMCID: PMC10516482 DOI: 10.3389/fcogn.2023.1211525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Background Breast cancer and its treatment are associated with aberrant patterns of resting state functional connectivity (rsFC) between the hippocampus and several areas of the brain, which may account for poorer cognitive outcomes in patients. Higher cardiorespiratory fitness (CRF) has been associated with enhanced rsFC and cognitive performance; however, these associations have not been well studied in breast cancer. We examined the relationship between CRF, rsFC of the hippocampus, and cognitive performance among women newly diagnosed with breast cancer. Methods Thirty-four postmenopausal women newly diagnosed with Stage 0-IIIa breast cancer (Mage = 63.59 ± 5.73) were enrolled in a 6-month randomized controlled trial of aerobic exercise vs. usual care. During baseline assessments, participants completed functional brain imaging, a submaximal CRF test, and cognitive testing. Whole-brain, seed-based analyses were used to examine the relationship between CRF and hippocampal rsFC, with age, years of education, and framewise displacement included as covariates. Cognition was measured with a battery of validated neurocognitive measures, reduced to seven composite factors. Results Higher CRF was positively associated with greater rsFC of the hippocampus to a cluster within the dorsomedial and dorsolateral frontal cortex (z-max = 4.37, p = 0.003, cluster extent = 1,020 voxels). Connectivity within cluster peaks was not significantly related to cognitive factors (all ps > 0.05). Discussion CRF was positively associated with hippocampal rsFC to frontal cortex structures, comprising a network of regions commonly suppressed in breast cancer. Future longitudinal research is needed to explore whether baseline rsFC predicts long-term cognitive resilience in breast cancer.
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Affiliation(s)
- Alina Lesnovskaya
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Center for the Neural Basis of Cognition, University of Pittsburgh and Carnegie Mellon University, Pittsburgh, PA, United States
| | - Hayley S. Ripperger
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Center for the Neural Basis of Cognition, University of Pittsburgh and Carnegie Mellon University, Pittsburgh, PA, United States
| | - Shannon D. Donofry
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Jermon A. Drake
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Lu Wan
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Alexa Poniatowski
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Institute for Graduate Clinical Psychology, Widener University, Chester, PA, United States
| | - Patrick T. Donahue
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Mary E. Crisafio
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, United States
| | - Alysha D. Gilmore
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Emily A. Richards
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - George Grove
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Amanda L. Gentry
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | - Susan M. Sereika
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
- Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, United States
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, United States
| | - Catherine M. Bender
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kirk I. Erickson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Neuroscience, AdventHealth Research Institute, Orlando, FL, United States
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Davis T, Koleck T, Conway A, Bender C, Conley Y. Genetic variability of oxidative stress and DNA repair genes associated with pre-treatment cancer-related fatigue in women with breast cancer. Support Care Cancer 2023; 31:345. [PMID: 37212918 DOI: 10.1007/s00520-023-07816-1] [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: 11/29/2022] [Accepted: 05/15/2023] [Indexed: 05/23/2023]
Abstract
PURPOSE Investigate potential relationships between pre-treatment cancer-related fatigue (CRF) in women with early-stage breast cancer and variation in genes involved with oxidative stress and DNA repair. METHODS Investigated 39 functional and tagging single nucleotide polymorphisms (SNPs) in genes involved in oxidative stress (CAT, GPX1, SEPP1, SOD1, and SOD2) and DNA repair (ERCC2, ERCC3, ERCC5, and PARP1) in a sample (N = 219) that included n = 138 postmenopausal women diagnosed with early-stage breast cancer before initiation of therapy and n = 81 age- and education-matched healthy controls. Using the Profile of Mood States Fatigue/Inertia Subscale, fatigue occurrence and severity were evaluated in both groups. Regression analysis was used to independently identify significant SNPs for three outcomes: 1) any fatigue versus no fatigue, 2) clinically meaningful versus non-clinically meaningful fatigue, and 3) fatigue severity. Using a weighted multi-SNP method, genetic risk scores (GRS) were calculated for each participant, and GRS models were constructed for each outcome. Models were adjusted for age, pain, and symptoms of depression and anxiety. RESULTS SEPP1rs3877899, ERCC2rs238406, ERCC2rs238416, ERCC2rs3916874, and ERCC3rs2134794 were associated with fatigue occurrence and had a significant GRS model (OR = 1.317, 95%CI [1.067, 1.675], P ≤ 0.05). One SNP, SOD2rs5746136, was significant for clinically meaningful fatigue; therefore, a GRS model could not be constructed. ERCC3rs4150407, ERCC3rs4150477, and ERCC3rs2134794 were associated with fatigue severity with a significant GRS model (b = 1.010, 95%CI [1.647, 4.577], R2 = 6.9%, P ≤ 0.01). CONCLUSIONS These results may contribute to identifying patients who are at risk of developing CRF. Oxidative stress and DNA repair biological pathways may be involved with CRF.
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Affiliation(s)
- Tara Davis
- Department of Health Promotion & Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, USA.
| | - Theresa Koleck
- Department of Health Promotion & Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
| | - Alex Conway
- Department of Health Promotion & Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
| | - Catherine Bender
- Department of Health, and Community Systems, University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
| | - Yvette Conley
- Department of Health Promotion & Development, University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
- Department of Human Genetics, University of Pittsburgh School of Public Health, Pittsburgh, PA, USA
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Grayson SC, Cummings MH, Wesmiller S, Bender C. The Cancer Genomic Integration Model for Symptom Science (CGIMSS): A Biopsychosocial Framework. Biol Res Nurs 2023; 25:210-219. [PMID: 36206160 PMCID: PMC10236443 DOI: 10.1177/10998004221132250] [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] [Indexed: 11/15/2022]
Abstract
Current nursing research has characterized symptom clusters and trajectories in individuals with breast cancer. The existing literature describes the relationship between symptoms and biological variables and the potential moderating effects of individual and social factors. The genomic profiling of breast cancer has also been an area of much recent research. Emerging evidence indicates that incorporating cancer genomics into symptom science research can aid in the prognostication of symptoms and elucidate targets for symptom management interventions. The aim of this paper is to outline a model to integrate cancer genomics into symptom science research, illustrated using breast cancer and psychoneurological (PN) symptoms as an example. We present a review of the current literature surrounding breast cancer genomics (specifically cancer genomic instability) and the biological underpinnings of the PN symptom cluster. Advances in both of these areas indicate that inflammation may serve as the bridge between cancer genomics and the PN symptom cluster. We also outline how the integration of cancer genomics into symptom science research synergizes with current research of individual and social factors in relation to symptoms. This model aims to provide a framework to guide future biopsychosocial symptom science research that can elucidate new predictive methods and new targets for intervention.
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Affiliation(s)
- Susan C. Grayson
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Susan Wesmiller
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Catherine Bender
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
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12
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McGinnis GJ, Holden S, Yu B, Ransom C, Guidarelli C, De B, Diao K, Boyce D, Thomas CR, Winters-Stone K, Raber J. Association of fall rate and functional status by APOE genotype in cancer survivors after exercise intervention. Oncotarget 2022; 13:1259-1270. [PMID: 36441715 DOI: 10.18632/oncotarget.28310] [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: 11/18/2022] Open
Abstract
PURPOSE/OBJECTIVES Cancer treatment survivors often report impaired functioning and increased falls. Not all survivors experience the same symptom burden, suggesting individual susceptibilities. APOE genotype is a potential genetic risk factor for cancer treatment related side effects. Lifestyle factors such as physical activity can mitigate the effect of APOE genotype on measures of clinical interest in individuals without a history of cancer. We tested the hypothesis that APOE genotype influences cancer treatment related side effects and symptoms as well as response to exercise intervention. MATERIALS AND METHODS Data from a subsample of a study of fall prevention exercise in post-treatment female cancer survivors aged 50-75 years old (https://clinicaltrials.gov NCT01635413) were used to conduct a secondary data analysis. ApoE genotype was determined by serum sampling. Physical functioning, frequency of falls, and symptom burden were assessed using survey instruments. RESULTS Data from 126 female cancer survivors a median of 49 months out from cancer diagnosis were analyzed. ApoE4 carriers trended toward a higher fall rate at baseline (p = 0.059), but after exercise intervention had a fall rate lower than E4 non-carriers both immediately after structured intervention (p = 0.013) and after 6 months of follow up (p = 0.002). E2 carriers did not show improved measures of depressive symptoms and self-report disability after exercise intervention. E3 homozygotes showed increased self report physical activity after the 6 month exercise intervention, but E4 and E2 carriers did not. CONCLUSIONS APOE genotype may modulate cancer treatment related side effects and symptoms and response to exercise intervention.
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Affiliation(s)
- Gwendolyn J McGinnis
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sarah Holden
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Betty Yu
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Charlton Ransom
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Carolyn Guidarelli
- School of Nursing, Oregon Health and Science University, Portland, OR 97239, USA
| | - Brian De
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Kevin Diao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - David Boyce
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Charles R Thomas
- Department of Radiation Medicine, Oregon Health and Science University, Portland, OR 97239, USA.,Department of Radiation Oncology, Dartmouth-Hitchcock's Dartmouth Cancer Center, Lebanon, NH 03756, USA
| | - Kerri Winters-Stone
- School of Nursing, Oregon Health and Science University, Portland, OR 97239, USA.,Knight Cancer Institute, Oregon Health and Science University, Portland, OR 97239, USA.,Joint last authors
| | - Jacob Raber
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA.,Department of Radiation Medicine, Oregon Health and Science University, Portland, OR 97239, USA.,Department of Neurology and Division of Neuroscience, ONPRC, Oregon Health and Science University, Portland, OR 97239, USA.,Joint last authors
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13
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McCall MK, Sereika SM, Snader S, Lavanchy A, Rosenzweig MQ, Conley YP, Beumer JH, Bender CM. Trajectories of neuropsychological symptom burden in postmenopausal women prescribed anastrozole for early-stage breast cancer. Support Care Cancer 2022; 30:9329-9340. [PMID: 36085422 PMCID: PMC10148985 DOI: 10.1007/s00520-022-07326-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 08/09/2022] [Indexed: 01/05/2023]
Abstract
PURPOSE Aromatase inhibitors (AIs) prolong survival for postmenopausal women with hormone receptor-positive breast cancer (HR + BC) but also burden patients with symptoms, a major reason for suboptimal AI adherence. This study characterizes inter-relationships among symptom measures; describes neuropsychological symptom burden trajectories; and identifies trajectory group membership predictors for postmenopausal women prescribed anastrozole for HR + BC. METHODS This study utilized prospectively collected data from a cohort study. Relationships among various self-reported symptom measures were examined followed by a factor analysis to reduce data redundancy before trajectory analysis. Four neuropsychological scales/subscales were rescaled (range 0-100) and averaged into a neuropsychological symptom burden (NSB) score, where higher scores indicated greater symptom burden. Group-based trajectory modeling characterized NSB trajectories. Trajectory group membership predictors were identified using multinomial logistic regression. RESULTS Women (N = 360) averaged 61 years old, were mostly White, and diagnosed with stage I HR + BC. Several measures were correlated temporally but four neuropsychological measures had strong correlations and dimensional loadings. These four measures, combined for the composite NSB, averaged (mean ± standard deviation) 17.4 ± 12.9, 18.0 ± 12.7, 19.5 ± 12.8, and 19.8 ± 13.0 at pre-anastrozole, 6, 12, and 18 months post-initiation, respectively. However, the analysis revealed five NSB trajectories-low-stable, low-increasing, moderate-stable, high-stable, and high-increasing. Younger age and baseline medication categories (pre-anastrozole), including anti-depressants, analgesics, anti-anxiety, and no calcium/vitamin D, predicted the higher NSB trajectories. CONCLUSION This study found relationships among neuropsychological symptom measures and distinct trajectories of self-reported NSB with pre-anastrozole predictors. Identifying symptom trajectories and their predictors at pre-anastrozole may inform supportive care strategies via symptom management interventions to optimize adherence for women with HR + BC.
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Affiliation(s)
- Maura K McCall
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA.
- Case Western Reserve University, Cleveland, OH, USA.
| | - Susan M Sereika
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
- University of Pittsburgh Public Health, Pittsburgh, PA, USA
| | | | - Alexa Lavanchy
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
| | - Margaret Q Rosenzweig
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Yvette P Conley
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
- University of Pittsburgh Public Health, Pittsburgh, PA, USA
| | - Jan H Beumer
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
- University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Catherine M Bender
- University of Pittsburgh School of Nursing, Pittsburgh, PA, USA
- UPMC Hillman Cancer Center, Pittsburgh, PA, USA
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14
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Oppegaard KR, Armstrong TS, Anguera JA, Kober KM, Debr LK, Laister RC, Saligan LN, Ayala AP, Kuruvilla J, Alm MW, Byker WH, Miaskowski C, Mayo SJ. Blood-Based Biomarkers of Cancer-Related Cognitive Impairment in Non-Central Nervous System Cancer: A Scoping Review. Crit Rev Oncol Hematol 2022; 180:103822. [PMID: 36152911 DOI: 10.1016/j.critrevonc.2022.103822] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 09/17/2022] [Accepted: 09/19/2022] [Indexed: 11/24/2022] Open
Abstract
This scoping review was designed to synthesize the extant literature on associations between subjective and/or objective measures of cancer-related cognitive impairment (CRCI) and blood-based biomarkers in adults with non-central nervous system cancers. The literature search was done for studies published from the start of each database searched (i.e., MEDLINE, Embase, PsycINFO, Cumulative Index to Nursing and Allied Health Literature, Cochrane Central Register of Controlled Trials, grey literature) through to October 20, 2021. A total of 95 studies are included in this review. Of note, a wide variety of biomarkers were evaluated. Most studies evaluated patients with breast cancer. A variety of cognitive assessment measures were used. The most consistent significant findings were with various subjective and objective measures of CRCI and levels of interleukin-6 and tumor necrosis factor. Overall, biomarker research is in an exploratory phase. However, this review synthesizes findings and proposes directions for future research.
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Affiliation(s)
- Kate R Oppegaard
- University of California San Francisco, School of Nursing, Department of Physiological Nursing, USA
| | - Terri S Armstrong
- Neuro-Oncology Branch, National Cancer Institute, National Institutes of Health, USA
| | - Joaquin A Anguera
- University of California San Francisco, Department of Neurology and Psychiatry, USA
| | - Kord M Kober
- University of California San Francisco, School of Nursing, Department of Physiological Nursing, USA
| | - Lynch Kelly Debr
- University of Florida, College of Nursing, USA; University of Florida Health Cancer Center, USA
| | - Rob C Laister
- Princess Margaret Health Center, University Health Network, Canada
| | - Leorey N Saligan
- Symptoms Biology Unit, Division of Intramural Research, National Institutes of Health, USA
| | | | - John Kuruvilla
- Princess Margaret Health Center, University Health Network, Canada
| | - Mark W Alm
- Toronto General Hospital, University Health Network, Canada
| | | | - Christine Miaskowski
- University of California San Francisco, School of Medicine, Department of Anesthesia and Perioperative Care, USA
| | - Samantha J Mayo
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Canada.
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15
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Haggstrom LR, Vardy JL, Carson EK, Segara D, Lim E, Kiely BE. Effects of Endocrine Therapy on Cognitive Function in Patients with Breast Cancer: A Comprehensive Review. Cancers (Basel) 2022; 14:cancers14040920. [PMID: 35205665 PMCID: PMC8870664 DOI: 10.3390/cancers14040920] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/05/2022] [Accepted: 02/08/2022] [Indexed: 12/10/2022] Open
Abstract
Simple Summary Many persons diagnosed with breast cancer are treated with endocrine therapy and will experience the side effects of endocrine therapy. Cognitive adverse effects of endocrine therapy are increasingly being recognised, and can significantly affect quality of life, adherence and treatment outcome. This review aims to discuss the nature of cognitive dysfunction associated with endocrine therapy, the mechanisms underpinning its development, and evidence-based management strategies. Abstract Endocrine therapy forms the backbone of systemic therapy for the majority of persons with early and late-stage breast cancer. However, the side effects can negatively affect quality of life, and impact treatment adherence and overall oncological outcomes. Adverse effects on cognition are common, underreported and challenging to manage. We aim to describe the nature, incidence, risk factors and underlying mechanisms of endocrine therapy-induced cognitive dysfunction. We conducted a comprehensive literature review of the studies reporting on cognitive dysfunction associated with endocrine therapies for breast cancer. We also summarise prevention and treatment strategies, and ongoing research. Given that patients are taking endocrine therapies for longer durations than ever before, it is essential that these side effects are managed pro-actively within a multi-disciplinary team in order to promote adherence to endocrine therapy and improve patients’ quality of life.
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Affiliation(s)
- Lucy R. Haggstrom
- Campbelltown Hospital, Therry Road, Campbelltown, NSW 2560, Australia; (L.R.H.); (E.-K.C.)
| | - Janette L. Vardy
- Faculty of Medicine and Health, University of Sydney, Camperdown, NSW 2006, Australia;
- Concord Cancer Centre, Concord Repatriation and General Hospital, Concord, NSW 2139, Australia
| | - Emma-Kate Carson
- Campbelltown Hospital, Therry Road, Campbelltown, NSW 2560, Australia; (L.R.H.); (E.-K.C.)
- Concord Clinical School, University of Sydney, Concord, NSW 2139, Australia
| | - Davendra Segara
- St Vincent’s Clinical School, University of New South Wales, Darlinghurst, NSW 2010, Australia;
| | - Elgene Lim
- St Vincent’s Clinical School, University of New South Wales, Darlinghurst, NSW 2010, Australia;
- Garvan Institute of Medical Research, Darlinghurst, NSW 2010, Australia
- Correspondence: (E.L.); (B.E.K.)
| | - Belinda E. Kiely
- Campbelltown Hospital, Therry Road, Campbelltown, NSW 2560, Australia; (L.R.H.); (E.-K.C.)
- Concord Clinical School, University of Sydney, Concord, NSW 2139, Australia
- NHMRC Clinical Trials Centre, University of Sydney, Camperdown, NSW 2050, Australia
- Correspondence: (E.L.); (B.E.K.)
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16
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Cai T, Huang Y, Huang Q, Xia H, Yuan C. Symptom trajectories in patients with breast cancer: An integrative review. Int J Nurs Sci 2022; 9:120-128. [PMID: 35079613 PMCID: PMC8766784 DOI: 10.1016/j.ijnss.2021.12.011] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 11/22/2021] [Accepted: 12/16/2021] [Indexed: 12/24/2022] Open
Abstract
Objective This study aimed to synthesize the available knowledge of symptom trajectories in patients with breast cancer and identify predictors associated with these trajectories. Methods Whittemore and Knafl’s integrative review method was employed to guide a systematic search for literature in four databases (PubMed, Embase, Web of Science, and CINAHL). The retrieved articles’ publication time was limited to 2010 to 2020, and only peer-reviewed English articles were included. Results Twenty-seven articles were included. The findings of the relevant studies were analyzed using thematic analysis. They were grouped into two themes: symptom trajectories of patients with breast cancer (symptom trajectories in patients with breast cancer, in patients who underwent surgery, and in patients who received cancer-related treatment) and associated factors (socioeconomic factors, health characteristics, cancer-related treatment characteristics). Newly diagnosed patients tended to report high trajectories of depression and persistent sleep disturbance. Most patients who underwent surgery reported significant sleep disturbance and anxiety shortly after surgery. For patients who received cancer-related treatment, only a small proportion had a high level of physical activity after cancer-related therapy over time. A high body mass index, a low relationship quality, parental responsibilities, insufficient social support, a low educational background, and an unhealthy lifestyle may increase the risk of negative symptom trajectories in patients with breast cancer. Additionally, old patients were more likely to report cognitive impairment after chemotherapy, while young patients tended to report trajectories of persistent sexual dysfunction. Concurring symptoms and poor health status also contributed to adverse symptom trajectories. Conclusion The findings of this review add to the body of knowledge of the interindividual variability of symptom trajectories in patients with breast cancer. Despite the overall similarity in appraisal at baseline, the patients reported varied symptom trajectories over time. It is recommended that nurses consider sociodemographic, clinical and cancer-related treatment characteristics and perform targeted early preventive interventions for patients with breast cancer.
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Affiliation(s)
- Tingting Cai
- School of Nursing, Fudan University, Shanghai, China
| | - Yueshi Huang
- School of Nursing, Fudan University, Shanghai, China
| | - Qingmei Huang
- School of Nursing, Fudan University, Shanghai, China
| | - Haozhi Xia
- School of Nursing, Fudan University, Shanghai, China
- School of Nursing, Nanjing University of Chinese Medicine, Nanjing, China
| | - Changrong Yuan
- School of Nursing, Fudan University, Shanghai, China
- Corresponding author.
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17
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Shaw C, Baldwin A, Anderson C. Cognitive effects of chemotherapy: An integrative review. Eur J Oncol Nurs 2021; 54:102042. [PMID: 34607177 DOI: 10.1016/j.ejon.2021.102042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 09/21/2021] [Accepted: 09/26/2021] [Indexed: 01/12/2023]
Abstract
PURPOSE An estimated 18.1 million new cancer cases (excluding nonmelanoma skin cancers) were diagnosed worldwide in 2020. Despite a rising incidence of cancers worldwide, in developed countries with strong healthcare systems, survival rates are improving as a result of early detection, improved treatments and survivorship care (World Health Organisation (WHO), 2021). Whilst living longer, cancer survivors are often living with side effects of treatment, including chemotherapy related cognitive impairment, often termed "chemobrain". METHOD An integrative review of contemporary literature answering the research question how does chemotherapy affect cognitive function? was undertaken utilising three computerised databases CINAHL, Medline and PUBMED, between 2015 and 2021. Data was thematically analysed to identify themes within published literature. RESULTS Thematic analysis identified four broad themes within the literature regarding chemotherapy induced cognitive impairment. Identified themes included; cognition as part of a complex scenario, proof of existence and searching for the cause, learning to play the game and timing of cognitive impairment. CONCLUSIONS Aggressive treatment with chemotherapy in the adjuvant setting has drastically improved the survival of cancer patients. Subsequent to aggressive treatments, side effects such as cognitive impairment have presented, which may persist in the long term. Despite the exact aetiology of chemotherapy induced cognitive impairment being largely unknown, the consequences of the condition are impacting cancer survivors and their quality of life.
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Affiliation(s)
- Carli Shaw
- Central Queensland University 538 Flinders Street, Townsville, Queensland, Australia, 4810.
| | - Adele Baldwin
- Central Queensland University 538 Flinders Street, Townsville, Queensland, Australia, 4810
| | - Carina Anderson
- Central Queensland University 538 Flinders Street, Townsville, Queensland, Australia, 4810; University of Southern Queensland, Ipswich Campus, 11 Salisbury Rd, Ipswich, Queensland, 4305, Australia
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18
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Bender CM, Sereika SM, Gentry AL, Duquette JE, Casillo FE, Marsland A, Brufsky AM, Evans S, Gorantla VC, Grahovac TL, McAuliffe PF, Steiman JG, Zhu Y, Erickson KI. Physical activity, cardiorespiratory fitness, and cognitive function in postmenopausal women with breast cancer. Support Care Cancer 2021; 29:3743-3752. [PMID: 33210238 PMCID: PMC8131400 DOI: 10.1007/s00520-020-05865-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Accepted: 10/28/2020] [Indexed: 01/25/2023]
Abstract
Physical activity may improve cognitive function in women with breast cancer. In a cross-sectional study, we explored the relationship between cognitive function and physical activity (actigraph) and cardiorespiratory fitness (sub-maximal graded exercise test) in 73 postmenopausal women with early stage breast cancer prior to the initiation of systemic adjuvant therapy. Cognitive function was assessed with a standardized battery of neurocognitive measures assessing eight domains. Data were analyzed using partial correlations, controlling for age and total hours of actigraph wear-time. Women were, on average, 63.71 (± 5.3) years of age with 15.47 (± 2.48) years of education. For physical activity, greater average number of steps per day were associated with better attention (r = .262, p = .032) and psychomotor speed (r = .301, p = .011); greater average hours of moderate and moderate/vigorous intensity physical activity were associated with better visual memory (r = .241, p = .049; r = .241, p = .049, respectively); and greater average daily energy expenditure was associated with better visual memory (r = .270, p = .027) and psychomotor speed (r = .292, p = .017). For fitness, higher peak maximum VO2 was associated with better concentration (r = .330, p = .006), verbal memory (r = .241, p = .048), and working memory (r = .281, p = .019). These results suggest that higher levels of physical activity and cardiorespiratory fitness are associated with better cognitive function in postmenopausal women with breast cancer. Randomized controlled trials (RCT) to examine whether physical activity improves cognitive function in women with breast cancer are warranted. These RCTs should also determine the mechanisms of the influence of physical activity on cognitive function. CLINICAL TRIALS REGISTRATION NUMBER: NCT02793921; Date: May 20, 2016.
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Affiliation(s)
| | - Susan M Sereika
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Amanda L Gentry
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | | | | | - Anna Marsland
- School of Arts and Sciences, University of Pittsburgh, Pittsburgh, PA, USA
| | - Adam M Brufsky
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Steven Evans
- School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Tara L Grahovac
- Department of Surgery, St. Clair Hospital, Pittsburgh, PA, USA
| | | | | | - Yehui Zhu
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, USA
| | - Kirk I Erickson
- School of Arts and Sciences, University of Pittsburgh, Pittsburgh, PA, USA
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19
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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.
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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
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20
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Bai L, Yu E. A narrative review of risk factors and interventions for cancer-related cognitive impairment. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:72. [PMID: 33553365 PMCID: PMC7859819 DOI: 10.21037/atm-20-6443] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Cancer-related cognitive impairment (CRCI) refers to a series of cognitive impairment symptoms associated with alternations in brain structure and function, caused by a non-central nervous system malignant tumor and its related treatment. CRCI may present as memory loss, impaired concentration, difficulty in multitasking and word retrieval, and reduced comprehension speed. CRCI has become one of the prevalent factors that compromise the quality of life for cancer survivors. Different treatments, including surgery, chemotherapy, radiotherapy, endocrine therapy, and targeted drugs, may contribute to CRCI. Meanwhile, patients’ factors, including emotional challenges and genetic makeup, also contribute to the development of CRCI. The condition can be treated with using stimulants methylphenidate and modafinil, metabolites of nicotine: cotinine, antidepressants of fluoxetine and fluvoxamine, dementia drug of donepezil, and antioxidants ZnSO4, n-acetyl cysteine, propofol, and Chinese herbal of silver leaf medicine. Psychotherapies, including meditation and relaxation, cognitive rehabilitation training, along with physical therapies, including aerobic exercise, resistance training, balance training, yoga, qigong, tai chi electroencephalogram biofeedback, and acupuncture, are also beneficial in alleviating cancer-related cognitive impairment symptoms. In recent years, researchers have focused on factors related to the condition and on the available interventions. However, most research was conducted independently, and no review has yet summarized the latest findings. This review details and discusses the status of related factors and potential treatments for CRCI. We also supply specific recommendations to facilitate future research and integration in this field.
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Affiliation(s)
- Lu Bai
- Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China.,Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Beijing, China
| | - Enyan Yu
- Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Hangzhou, China.,Institute of Cancer and Basic Medicine, Chinese Academy of Sciences, Beijing, China
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21
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Kohler C, Chang M, Allemann-Su YY, Vetter M, Jung M, Jung M, Conley Y, Paul S, Kober KM, Cooper BA, Smoot B, Levine JD, Miaskowski C, Katapodi MC. Changes in Attentional Function in Patients From Before Through 12 Months After Breast Cancer Surgery. J Pain Symptom Manage 2020; 59:1172-1185. [PMID: 31953207 PMCID: PMC7239765 DOI: 10.1016/j.jpainsymman.2020.01.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 01/03/2020] [Accepted: 01/06/2020] [Indexed: 02/07/2023]
Abstract
CONTEXT Although approximately 75% of patients with breast cancer report changes in attentional function, little is known about how demographic, clinical, symptom, and psychosocial adjustment (e.g., coping) characteristics influence changes in the trajectories of attentional function over time. OBJECTIVES This study evaluated interindividual variability in the trajectories of self-reported attentional function and determined which demographic, clinical, symptom, and psychosocial adjustment characteristics were associated with initial levels and with changes in attentional function from before through 12 months after breast cancer surgery. METHODS Before surgery, 396 women were enrolled. Attentional Function Index (AFI) was completed before and nine times within the first 12 months after surgery. Hierarchical linear modeling was used to determine which characteristics were associated with initial levels and trajectories of attentional function. RESULTS Given an estimated preoperative AFI score of 6.53, for each additional month, the estimated linear rate of change in AFI score was an increase of 0.054 (P < 0.001). Higher levels of comorbidity, receipt of adjuvant chemotherapy, higher levels of trait anxiety, fatigue, and sleep disturbance, and lower levels of energy and less sense of control were associated with lower levels of attentional function before surgery. Patients who had less improvements in attentional function over time were nonwhite, did not have a lymph node biopsy, had received hormonal therapy, and had less difficulty coping with their disease. CONCLUSION Findings can be used to identify patients with breast cancer at higher risk for impaired self-reported cognitive function and to guide the prescription of more personalized interventions.
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Affiliation(s)
- Carmen Kohler
- Medical Oncology, University Hospital Basel, Basel, Switzerland
| | - Ming Chang
- Department of Clinical Research, Nursing Science, University of Basel, Basel, Switzerland
| | - Yu-Yin Allemann-Su
- Department of Clinical Research, Nursing Science, University of Basel, Basel, Switzerland
| | - Marcus Vetter
- Medical Oncology, University Hospital Basel, Basel, Switzerland
| | - Miyeon Jung
- College of Nursing, Chungnam National University, Daejeon, South Korea
| | - Misook Jung
- School of Nursing, Indiana University, Indianapolis, Indiana, USA
| | - Yvette Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Steven Paul
- School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Kord M Kober
- School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Bruce A Cooper
- School of Nursing, University of California San Francisco, San Francisco, California, USA
| | - Betty Smoot
- School of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Jon D Levine
- School of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Christine Miaskowski
- School of Nursing, University of California San Francisco, San Francisco, California, USA.
| | - Maria C Katapodi
- Department of Clinical Research, Nursing Science, University of Basel, Basel, Switzerland; School of Nursing, University of Michigan, Ann Arbor, Michigan, USA
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22
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Wagner MA, Erickson KI, Bender CM, Conley YP. The Influence of Physical Activity and Epigenomics On Cognitive Function and Brain Health in Breast Cancer. Front Aging Neurosci 2020; 12:123. [PMID: 32457596 PMCID: PMC7225270 DOI: 10.3389/fnagi.2020.00123] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 04/14/2020] [Indexed: 12/17/2022] Open
Abstract
The risk of breast cancer increases with age, with the majority of women diagnosed with breast cancer being postmenopausal. It has been estimated that 25-75% of women with breast cancer experience changes in cognitive function (CF) related to disease and treatment, which compromises psychological well-being, decision making, ability to perform daily activities, and adherence to cancer therapy. Unfortunately, the mechanisms that underlie neurocognitive changes in women with breast cancer remain poorly understood, which in turn limits the development of effective treatments and prevention strategies. Exercise has great potential as a non-pharmaceutical intervention to mitigate the decline in CF in women with breast cancer. Evidence suggests that DNA methylation, an epigenetic mechanism for gene regulation, impacts CF and brain health (BH), that exercise influences DNA methylation, and that exercise impacts CF and BH. Although investigating DNA methylation has the potential to uncover the biologic foundations for understanding neurocognitive changes within the context of breast cancer and its treatment as well as the ability to understand how exercise mitigates these changes, there is a dearth of research on this topic. The purpose of this review article is to compile the research in these areas and to recommend potential areas of opportunity for investigation.
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Affiliation(s)
- Monica A. Wagner
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
| | - Kirk I. Erickson
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, United States
- Discipline of Exercise Science, College of Science, Health, Engineering and Education, Murdoch University, Perth Campus, Murdoch, WA, Australia
| | | | - Yvette P. Conley
- School of Nursing, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Human Genetics, University of Pittsburgh, Pittsburgh, PA, United States
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23
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Martino G, Catalano A, Agostino RM, Bellone F, Morabito N, Lasco CG, Vicario CM, Schwarz P, Feldt-Rasmussen U. Quality of life and psychological functioning in postmenopausal women undergoing aromatase inhibitor treatment for early breast cancer. PLoS One 2020; 15:e0230681. [PMID: 32214378 PMCID: PMC7098625 DOI: 10.1371/journal.pone.0230681] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2019] [Accepted: 03/05/2020] [Indexed: 02/06/2023] Open
Abstract
INTRODUCTION Aromatase inhibitors (AIs) dramatically increased breast cancer (BC) survival, leading to enhanced attention to their long-term consequences on psychological functioning. Conflicting data has been examined regarding the association between AIs administration and the clinical psychological features in BC survivors (BCSs). PURPOSE As psychological symptoms often occur in such chronic diseases, our study aimed at exploring anxious and depressive symptoms and the perceived quality of life (QoL) in BCSs assessed for osteoporosis. METHODS The total sample consisted of a clinical sample of 51 outpatient postmenopausal women, diagnosed with BC, and a control group composed of 51 healthy postmenopausal women. All recruited participants were evaluated through the clinical gold standard interview and completed the following self-rating scales: the Hamilton Anxiety Rating Scale, Beck Depression Inventory II edition, and 36-Item Short Form Health Survey, which were administered at baseline and after 6 months in BCSs in AIs treatment, compared with controls. Moreover, all participants were assessed for vitamin D status, bone mineral density (BMD) and subclinical vertebral fractures. Data regarding age, age at menopause, body mass index (BMI), smoking habits and alcohol consumption was collected. RESULTS BCSs (n = 51) showed higher anxious and depressive symptoms, and lower perceived QoL vs. controls (n = 51) (p<0.05 for all). After 6 months of treatment with AIs, BCSs showed significant reduction of anxious and depressive symptoms and a significantly higher perceived QoL for both physical and mental components, vs. controls. CONCLUSIONS The improvement of clinical psychological features and perceived QoL was associated with AIs treatment in women being treated with, for early breast cancer. Further studies are needed to obtain a deeper comprehension of the correlation between clinical psychological and physical features in BCSs.
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Affiliation(s)
- Gabriella Martino
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
- * E-mail:
| | - Antonino Catalano
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Rita Maria Agostino
- Unit of Medical Oncology, Grand Metropolitan Hospital Bianchi Melacrino Morelli, Reggio-Calabria, Italy
| | - Federica Bellone
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Nunziata Morabito
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Carmen Giulia Lasco
- Department of Clinical and Experimental Medicine, University Hospital of Messina, Messina, Italy
| | - Carmelo Mario Vicario
- Department of Cognitive Sciences, Psychology, Education and Cultural Studies, University of Messina, Messina, Italy
| | - Peter Schwarz
- Department of Medical Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Ulla Feldt-Rasmussen
- Department of Medical Endocrinology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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24
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Buskbjerg CDR, Amidi A, Demontis D, Nissen ER, Zachariae R. Genetic risk factors for cancer-related cognitive impairment: a systematic review. Acta Oncol 2019; 58:537-547. [PMID: 30822178 DOI: 10.1080/0284186x.2019.1578410] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background: Cancer-related cognitive impairment (CRCI) is a commonly reported complaint among non-CNS cancer patients. Even subtle CRCI may have detrimental effects on quality of life and identifying patients at increased risk for CRCI to improve survivorship care is important. In the present paper, we systematically reviewed available studies of possible genetic risk factors for developing CRCI. Methods: Keyword-based systematic searches were undertaken on 24 July 2018 in PubMed, Web of Science, The Cochrane Library, and CINAHL. Three authors independently evaluated full-texts of identified papers and excluded studies with registration of reasons. Seventeen studies reporting results from 14 independent samples were included for review. Two authors independently quality assessed the included studies. The review was preregistered with PROSPERO (CRD42018107689). Results: Ten studies investigated apolipoprotein E (APOE), with four studies reporting that carrying at least one risk allele (APOE4 (ε4)) was associated with CRCI, while six studies found no association. The remaining identified genetic risk variants associated with CRCI located in: COMT, four DNA repair genes, five oxidative stress genes, 22 genes related to breast cancer phenotype, and GNB3. No associations were found between CRCI and genes coding for interleukin-6 (IL6), tumor necrosis factor alpha (TNF), interleukin 1 beta (IL1B), and brain-derived neurotropic factor (BDNF). With the exception of APOE, the genetic risk factors had only been investigated in one or two studies each. Conclusions: Overall, the available evidence of possible genetic risk factors for CRCI is limited. While some research suggests a role for the ε4 allele, the literature is generally inconsistent, and the currently available evidence does not allow clear-cut conclusions regarding the role of genetic factors in the development of CRCI. Larger genetic studies and studies investigating additional genetic variants are needed to uncover genetic risk factors for CRCI.
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Affiliation(s)
- Cecilie D. R. Buskbjerg
- Unit for Psychooncology and Health Psychology, Department of Oncology, Aarhus University Hospital, and Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark
| | - Ali Amidi
- Unit for Psychooncology and Health Psychology, Department of Oncology, Aarhus University Hospital, and Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark
| | - Ditte Demontis
- The Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Copenhagen, Denmark
- Department of Biomedicine – Human Genetics, Aarhus University, Aarhus, Denmark
| | - Eva R. Nissen
- Unit for Psychooncology and Health Psychology, Department of Oncology, Aarhus University Hospital, and Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark
| | - Robert Zachariae
- Unit for Psychooncology and Health Psychology, Department of Oncology, Aarhus University Hospital, and Department of Psychology and Behavioural Sciences, Aarhus University, Aarhus, Denmark
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