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Reznik E, Torjani A. Mechanisms of stress-attributed breast cancer incidence and progression. Cancer Causes Control 2024; 35:1413-1432. [PMID: 39012513 DOI: 10.1007/s10552-024-01884-2] [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: 03/01/2024] [Accepted: 04/19/2024] [Indexed: 07/17/2024]
Abstract
Breast cancer is the most commonly diagnosed cancer and the second leading cause of cancer deaths in women, with psychosocial stress commonly cited by patients as one of its causes. While there is conflicting epidemiological evidence investigating the association between psychosocial stress and breast cancer incidence and progression, there is reason to believe that interventions aimed at reducing stress pharmacologically or psychologically may improve breast cancer outcomes. The aim of this review is to discuss the molecular and biological mechanisms of stress-attributed breast cancer incidence and progression, including the induction of the hypothalamic-pituitary-adrenal (HPA) axis and the sympathetic nervous system (SNS), as well as decreased immune function and stress hormone-induced resistance to chemotherapy. Moreover, these mechanisms have been cited as potential therapeutic targets of pharmacologic and psychological interventions that may improve the care, well-being and survival of breast cancer patients. Further research is recommended to investigate whether interventions in the primary care setting for women with risk factors for breast cancer development may lead to a decreased incidence of invasive breast tumors.
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Affiliation(s)
- Elizabeth Reznik
- Department of Internal Medicine, NewYork-Presbyterian Weill Cornell, New York, NY, USA.
| | - Ava Torjani
- Department of Ophthalmology, Keck School of Medicine of USC, Los Angeles, CA, USA
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Tao F, Xu M, Zou Q, Tang L, Feng J, Li Z. Prevalence and severity of anxiety and depression in Chinese patients with breast cancer: a systematic review and meta-analysis. Front Psychiatry 2023; 14:1080413. [PMID: 37448492 PMCID: PMC10336240 DOI: 10.3389/fpsyt.2023.1080413] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 06/05/2023] [Indexed: 07/15/2023] Open
Abstract
Context Anxiety/depression in breast cancer (BC) is common around the world, and Chinese BC patients should not be ignored. The prevalence of anxiety and depression among BC patients are various in different regions of China, but no clear summarization has been made. Purpose This meta-analysis aimed to evaluate the prevalence and severity of anxiety and depression among breast cancer (BC) patients in China. Methods A literature search on PubMed, Web of Science, Embase, CINAHL, Scopus, PsycINFO, Cochrane database library, CNKI, Wanfang, and SinoMed was conducted up to 29 December 2021. The effect size (ES) or standard mean difference (SMD) and the corresponding 95% confidence intervals (CIs) for the prevalence and severity of anxiety/depression were calculated using the STATA 12.0 software. Results A total of 63 identified studies were included, containing a total of 53,513 Chinese women confirmed breast cancer. The results showed a high pooled prevalence of anxiety (38%, 95% CI, 27-50%, I2 = 99.4%, p < 0.001) and depression (38%, 95% CI, 33-44%, I2 = 99.2%, p < 0.001) among Chinese BC patients. Moreover, both anxiety (SMD = 0.30, 95% CI, 0.08-0.53, I2 = 91.6%, p < 0.001) and depression (SMD = 0.25, 95% CI, -0.05-0.55, I2 = 95.3%, p < 0.001) in BC patients were more serious than those in healthy controls, but not significantly different from patients with other diseases. Specifically, among the six regions included, the prevalence of anxiety and depression were both the highest in Northeast China, obviously superior than the second-highest region. Conclusion The study showed high levels of anxiety and depression among BC patients in China, especially those in the northeast. Clinicians and researchers should pay attention to the psychological problems of patients with breast cancer and regard it as one of the important prognostic outcomes of patients. Systematic review registration https://www.crd.york.ac.uk/prospero/index.php, PROSPERO: CRD42020151752.
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Affiliation(s)
- Fuying Tao
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Mengnan Xu
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Qi Zou
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Lin Tang
- School of Nursing, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jianping Feng
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Zhenyu Li
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
- Department of Nursing, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
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Shi HY, Lee KT, Chiu CC, Wang JJ, Sun DP, Lee HH. 5-year recurrence prediction after hepatocellular carcinoma resection: deep learning vs. Cox regression models. Am J Cancer Res 2022; 12:2876-2890. [PMID: 35812048 PMCID: PMC9251698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/30/2022] [Indexed: 06/15/2023] Open
Abstract
Deep learning algorithms have yet to be used for predicting clinical prognosis after cancer surgery. Therefore, this study compared performance indices and permutation importance of potential confounders in three models for predicting 5-year recurrence after hepatocellular carcinoma (HCC) resection: a deep-learning deep neural network (DNN) model, a recurrent neural network (RNN) model, and a Cox proportional hazard (CPH) regression model. Data for 725 patients who had received HCC resection at three medical centers in southern Taiwan between April, 2011, and December, 2015, were randomly divided into three datasets: a training dataset containing data for 507 subjects was used for model development, a testing dataset containing data for 109 subjects was used for internal validation, and a validating dataset containing data for 109 subjects was used for external validation. Feature importance analysis was also performed to identify potential predictors of recurrence after HCC resection. Univariate Cox proportional hazards regression analyses were performed to identify potential significant predictors of 5-year recurrence after HCC resection, which were included in the forecasting models (P < 0.05). All performance indices for the DNN model were significantly higher than those for the RNN model and the conventional CPH model (P < 0.001). The most important potential predictor of 5-year recurrence after HCC resection was surgeon volume followed by, in order of importance, hospital volume, preoperative Beck Depression Scale score, preoperative Beck Anxiety Scale score, co-residence with family, tumor stage, and tumor size. The feature importance analysis performed to investigate interpretability in this study elucidated the potential use of deep learning models for predicting recurrence after HCC resection and for identifying predictors of recurrence. Further experiments using the proposed DNN model would clarify its potential uses for developing, promoting, and improving health policies for treating HCC patients after surgery.
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Affiliation(s)
- Hon-Yi Shi
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical UniversityKaohsiung 80708, Taiwan
- Department of Business Management, National Sun Yat-sen UniversityKaohsiung 80420, Taiwan
- Department of Medical Research, Kaohsiung Medical University HospitalKaohsiung 80708, Taiwan
- Department of Medical Research, China Medical University Hospital, China Medical UniversityTaichung 40402, Taiwan
| | - King-The Lee
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical UniversityKaohsiung 80708, Taiwan
- Hepatobiliary-Pancreatic Surgery, Park One International HospitalKaohsiung 81357, Taiwan
| | - Chong-Chi Chiu
- Department of General Surgery, E-Da Cancer HospitalKaohsiung 82445, Taiwan
- School of Medicine, College of Medicine, I-Shou UniversityKaohsiung 82445, Taiwan
| | - Jhi-Joung Wang
- Department of Medical Research, Chi Mei Medical CenterYongkang, Tainan 71004, Taiwan
- Allied AI Biomed Center, Southern Taiwan University of Science and TechnologyTainan 71005, Taiwan
| | - Ding-Ping Sun
- Department of Surgery, Chi Mei Medical CenterYongkang, Tainan 71004, Taiwan
| | - Hao-Hsien Lee
- Department of Surgery, Chi Mei Medical CenterLiouying, Tainan 73658, Taiwan
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Lourenço C, Conceição F, Jerónimo C, Lamghari M, Sousa DM. Stress in Metastatic Breast Cancer: To the Bone and Beyond. Cancers (Basel) 2022; 14:1881. [PMID: 35454788 PMCID: PMC9028241 DOI: 10.3390/cancers14081881] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/30/2022] [Accepted: 04/06/2022] [Indexed: 12/24/2022] Open
Abstract
Breast cancer (BRCA) remains as one the most prevalent cancers diagnosed in industrialised countries. Although the overall survival rate is high, the dissemination of BRCA cells to distant organs correlates with a significantly poor prognosis. This is due to the fact that there are no efficient therapeutic strategies designed to overcome the progression of the metastasis. Over the past decade, critical associations between stress and the prevalence of BRCA metastases were uncovered. Chronic stress and the concomitant sympathetic hyperactivation have been shown to accelerate the progression of the disease and the metastases incidence, specifically to the bone. In this review, we provide a summary of the sympathetic profile on BRCA. Additionally, the current knowledge regarding the sympathetic hyperactivity, and the underlying adrenergic signalling pathways, involved on the development of BRCA metastasis to distant organs (i.e., bone, lung, liver and brain) will be revealed. Since bone is a preferential target site for BRCA metastases, greater emphasis will be given to the contribution of α2- and β-adrenergic signalling in BRCA bone tropism and the occurrence of osteolytic lesions.
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Affiliation(s)
- Catarina Lourenço
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, 4200-135 Porto, Portugal; (C.L.); (F.C.); (M.L.)
- INEB—Instituto Nacional de Engenharia Biomédica, Universidade do Porto, 4200-135 Porto, Portugal
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal;
| | - Francisco Conceição
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, 4200-135 Porto, Portugal; (C.L.); (F.C.); (M.L.)
- INEB—Instituto Nacional de Engenharia Biomédica, Universidade do Porto, 4200-135 Porto, Portugal
- ICBAS-UP—School of Medicine & Biomedical Sciences, University of Porto, 4050-313 Porto, Portugal
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), 4200-072 Porto, Portugal;
- Department of Pathology and Molecular Immunology—ICBAS-UP, 4050-313 Porto, Portugal
| | - Meriem Lamghari
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, 4200-135 Porto, Portugal; (C.L.); (F.C.); (M.L.)
- INEB—Instituto Nacional de Engenharia Biomédica, Universidade do Porto, 4200-135 Porto, Portugal
- ICBAS-UP—School of Medicine & Biomedical Sciences, University of Porto, 4050-313 Porto, Portugal
| | - Daniela M. Sousa
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, 4200-135 Porto, Portugal; (C.L.); (F.C.); (M.L.)
- INEB—Instituto Nacional de Engenharia Biomédica, Universidade do Porto, 4200-135 Porto, Portugal
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Liu HP, Wei JCC, Yip HT, Yeh MH. Association of Insomnia, Depressive Disorders, and Mood Disorders as Risk Factors With Breast Cancer: A Nationwide Population-Based Cohort Study of 232,108 Women in Taiwan. Front Oncol 2021; 11:757626. [PMID: 34707998 PMCID: PMC8542844 DOI: 10.3389/fonc.2021.757626] [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: 08/12/2021] [Accepted: 09/20/2021] [Indexed: 11/13/2022] Open
Abstract
Background Insomnia, depressive disorders, and to a more general view, mood disorders are raising people’s concerns and causing disability of life. Herein, we try to seek the association of such illnesses with subsequent breast cancer. Methods This population-based, retrospective cohort study used data from the Taiwan National Health Insurance Research Database. This study included 232,108 women diagnosed with insomnia, depressive disorders, and mood disorders from January 1, 2000 to December 31, 2013. Physician diagnosed insomnia, depressive disorders, or mood disorders using outpatient and inpatient records before diagnosis of breast cancer. Cox proportional hazards regression analysis is adjusted for women with insomnia, depressive disorders, mood disorders, and other factors like insured amount, urbanization, and comorbidities such as having subsequent breast cancer. Results Sleep medication was associated with a significantly increased incidence rate of breast cancer (aHR = 1.23 (95% CI = 1.13, 1.35), p < 0.001). Insomnia was associated with significant increased hazard of breast cancer (aHR = 1.16 (95% CI = 1.07, 1.27), p < 0.001). Annual insured amount >20,000 (TWD), high urbanization area, and hyperlipidemia were associated with increased hazard of breast cancer (aHR = 1.13 (95% CI = 1.01, 1.27), p = 0.04; aHR = 1.41 (95% CI = 1.17, 1.71), p < 0.001; aHR = 1.14 995% CI = 1.02, 1.29), p = 0.02, respectively). There was a positive correlation between depressive disorders and increased incidence rate of breast cancer but not statistically significant (aHR = 1.11 (95% CI = 0.99, 1.25), p = 0.08). Mood disorders were not associated with increased hazard (aHR = 1.11 (95% CI = 0.91, 1.34), p = 0.31). Conclusion In this study, women with insomnia had increased risk of breast cancer, particularly those in high urbanization or with high insured amounts. Sleep medication (benzodiazepine (BZD) or non-BZD) and hyperlipidemia were independently associated with a higher hazard ratio of breast cancer. Insomnia along with sleep medication did not yield more hazards than each alone. Mood disorders appeared to be not associated with subsequent breast cancer. However, depressive disorders, the subgroups of mood disorders, could possibly increase the incidence rate of breast cancer though not statistically significant.
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Affiliation(s)
- Hui-Pu Liu
- Department of General Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung, Taiwan
| | - James Cheng-Chung Wei
- Department of Allergy, Immunology & Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan.,Institute of Medicine, College of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan
| | - Hei-Tung Yip
- Management Office for Health Data, Clinical Trial Research Center, China Medical University Hospital, Taichung, Taiwan
| | - Ming-Hsin Yeh
- Institute of Medicine, College of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Department of Surgery, Chung Shan Medical University Hospital, Taichung, Taiwan
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Park SK, Min YH, Lee SB. Longitudinal Trends in Illness Perception and Depression during Adjuvant Breast Cancer Endocrine Therapy: A Prospective Observational Study. Healthcare (Basel) 2021; 9:healthcare9091223. [PMID: 34574995 PMCID: PMC8471043 DOI: 10.3390/healthcare9091223] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/12/2021] [Accepted: 09/13/2021] [Indexed: 12/09/2022] Open
Abstract
This study aimed to identify the changes in the illness perceptions and depression of women with breast cancer, undergoing AET, at three time points (i.e., before initiating AET, 3 months follow-up, and 12 months follow-up). We investigated the interaction effects of their demographic and clinical characteristics on illness perception changes over time. Furthermore, factors including the patient’s characteristics and illness perceptions associated with depressive symptoms 1 year after starting AET were explored. Illness perception and depressive symptoms were assessed with the brief illness perception questionnaire and the Center for Epidemiologic Studies Depression Scale, in a prospective study of 150 women. The changes in illness perceptions and depression between the three time points were analyzed using repeated measures ANOVA. The factors associated with depressive symptoms were identified using regression analysis. Illness perception improved overall over the 12 months. However, more patients perceived their illness as chronic, experienced more symptoms, and developed negative beliefs that treatment could not control their disease. Patients’ depressive symptoms decreased significantly. Depression at the baseline, cancer stage, and the perception of personal control were highly associated with depression after 12 months. These findings suggest that healthcare providers should offer appropriate interventions to patients, for managing symptoms, having a positive belief that treatment can control their disease, and preventing long-term depressive symptoms.
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Affiliation(s)
- Seul Ki Park
- Red Cross College of Nursing, Chung-Ang University, Seoul 06974, Korea;
| | - Yul Ha Min
- College of Nursing, Kangwon National University, Chuncheon-si 24341, Korea
- Correspondence: ; Tel.: +82-33-250-8876
| | - Sae Byul Lee
- Division of Breast Surgery, Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea;
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Thakur M, Sharma R, Mishra AK, Singh KR. Prevalence and Psychobiological Correlates of Depression Among Breast Cancer Patients. Indian J Surg Oncol 2021; 12:251-257. [PMID: 34295067 DOI: 10.1007/s13193-021-01296-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 02/24/2021] [Indexed: 01/06/2023] Open
Abstract
The diagnosis of breast cancer (BC) is associated with psychological stress. Various factors that contribute to psychological reactions are from the diagnosis of cancer to long uncertain treatment. A patient develops many fears in their mind starting after the diagnosis of cancer. Fear of cancer being an incurable disease, changes in body image, fear of death, separation from loved ones, and fear of pain all contribute to psychological disorders and most common disorders in cancer patients are mood, anxiety, depression, and sexual functional disorders. Research studies focus more on cancer. Only a few studies emphasized the coexistence of stress, depression, and the abilities of the individual to cope with such stressors. Depression is a comorbid illness to cancer, and if neglected, it may complicate the treatment of both illnesses, which will result in poor adherence to treatment and less desirable outcome of both the illnesses. Studies from this perspective can have meaningful implications, and can address both areas. Every clinician involved in the care of BC should also plan assessment of stress and depression and arrange medical treatment or coping interventions if symptoms are present. This review article aims to find the prevalence and psychobiological correlates of depressive disorder and its effect on mortality in women diagnosed with BC.
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Affiliation(s)
- Monika Thakur
- AIPS, Amity University Noida, Noida, Uttar Pradesh India
| | - Roopali Sharma
- AIPS, Amity University Noida, Noida, Uttar Pradesh India
| | - Anand Kumar Mishra
- Department of Endocrine Surgery, King George's Medical University, Shah Meena Road, Lucknow, Uttar Pradesh 226003 India
| | - Kul Ranjan Singh
- Department of Endocrine Surgery, King George's Medical University, Shah Meena Road, Lucknow, Uttar Pradesh 226003 India
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Psychoneurological symptom cluster in breast cancer: the role of inflammation and diet. Breast Cancer Res Treat 2020; 184:1-9. [DOI: 10.1007/s10549-020-05808-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Accepted: 07/15/2020] [Indexed: 12/20/2022]
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Perceived social support and the risk of cardiovascular disease and all-cause mortality in the Women's Health Initiative Observational Study. Menopause 2020; 26:698-707. [PMID: 30789457 DOI: 10.1097/gme.0000000000001297] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVE Previous studies have shown social support to be inversely associated with cardiovascular disease (CVD) in men, whereas fewer studies have assessed the relationship in women. The purpose of this study was to evaluate the relationship between perceived social support and cardiovascular outcomes among postmenopausal women enrolled in the Women's Health Initiative Observational Study. METHODS We examined the relationships between perceived social support and (1) incident coronary heart disease (CHD), (2) total CVD, and (3) all-cause mortality. Participants were Women's Health Initiative Observational Study women, ages 50 to 79 years, enrolled between 1993 and 1998 and followed for up to 10.8 years. Social support was ascertained at baseline via nine questions measuring the following functional support components: emotional/informational, tangible, positive social interaction, and affectionate support. RESULTS Among women with prior CVD (n = 17,351) and no prior CVD (n = 73,421), unadjusted hazard ratios ranged from 0.83 to 0.93 per standard deviation increment of social support. Adjustment for potential confounders, such as smoking and physical activity levels, eliminated the statistical significance of the associations with CHD and CVD. However, for all-cause mortality and among women free of baseline CVD, the association was modest but remained statistically significant after this adjustment (hazard ratio = 0.95 [95% confidence interval, 0.91-0.98]). No statistically significant association was observed among women with a history of CVD. CONCLUSIONS After controlling for potential confounding variables, higher perceived social support is not associated with incident CHD or CVD. However, among women free of CVD at baseline, perceived social support is associated with a slightly lower risk of all-cause mortality.
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The risk factors for depression in cancer patients undergoing chemotherapy: a systematic review. Support Care Cancer 2018; 27:57-67. [PMID: 30225571 DOI: 10.1007/s00520-018-4466-9] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 09/10/2018] [Indexed: 12/21/2022]
Abstract
PURPOSE This systematic review aims to identify the risk factors for depression in cancer patients undergoing chemotherapy. METHODS Eight electronic databases were searched from inception of the databases established until August 2017. References for the included studies were retrieved by manual searching. The quality of the eligible studies was appraised by two persons using the 11-item checklist of the Agency for Healthcare Research and Quality (AHRQ). RESULTS Among 5988 potentially relevant articles, 43 studies were eligible, with 17 studies of high quality and 25 studies of moderate quality. A total of 65 factors were extracted, including sociodemographic characteristics (n = 20), physiological condition (n = 20), disease and treatment (n = 12), and psychosocial factors (n = 13). Only social support, anxiety, perceived stress, and self-efficacy were found to be consistently associated with depression in cancer patients. There is not enough evidence to support the link between the other 61 factors and depression in cancer patients undergoing chemotherapy. CONCLUSIONS This review suggests that the development of depression programs should take social support, anxiety, perceived stress, and self-efficacy into account. More original studies with rigorous design are necessary to further confirm those 61 inconclusive risk factors for depression in cancer patients receiving chemotherapy.
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The roles of ncRNAs in the diagnosis, prognosis and clinicopathological features of breast cancer: a systematic review and meta-analysis. Oncotarget 2017; 8:81215-81225. [PMID: 29113381 PMCID: PMC5655276 DOI: 10.18632/oncotarget.20149] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 04/12/2017] [Indexed: 01/08/2023] Open
Abstract
Background A number of studies have shown that noncoding RNAs (ncRNAs) are abnormally expressed in breast cancers. However, the roles of ncRNAs remain unclear in breast cancer. Here, we aim to investigate the potential diagnostic and prognostic roles of ncRNAs in breast cancer. Methods Comprehensive literature search in Medline and Web of Science and a meta-analysis were performed to identify the association between ncRNAs and diagnosis, prognosis, and clinicopathological features of breast cancer. Results A total of 103 eligible studies, involving16, 828 independent participants, were included in the meta-analysis. In total, there were 98 individual and 11 grouped ncRNAs. 51 studies were eligible for survival analysis, 27 studies were eligible for diagnostic analysis, and 46 studies were eligible for clinicopathological features analysis. The abnormal expression of ncRNAs is associated with OS, RFS and PFS in breast cancer patients. For the diagnosis value of ncRNAs, the pooled OR and 95% CI for sensitivity, specificity, DOR and AUC on all ncRNAs were 0.83 [95% CI: 0.82- 0.84], 0.80 [95% CI: 0.79- 0.82], 24.77 [95% CI: 17.44- 35.16] and 0.9037, respectively. The analysis showed that downregulation of ncRNAs in breast cancer was associated with decreased risk of LNM, increased tumor size and PR expression, whereas, upregulation of ncRNAs was associated with increased HER2 expression. Conclusions High expression of ncRNAs was associated with poor OS, RFS, and PFS, while low expression of ncRNAs was related to favorable OS and RFS. Meanwhile, ncRNAs have potential diagnostic value for breast cancer.
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