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Duan DF, Liu M, Ma DY, Yan LJ, Huang YY, Chen Y, Jiang W, Tang X, Xiong AQ, Shi YY. Exploring Symptom Clusters in Chinese Patients with Diabetic Kidney Disease: A Network Analysis. Int J Gen Med 2024; 17:871-884. [PMID: 38468820 PMCID: PMC10926920 DOI: 10.2147/ijgm.s447921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 02/26/2024] [Indexed: 03/13/2024] Open
Abstract
Purpose The research on symptom management in patients with diabetic kidney disease (DKD) has shifted from separate symptoms to symptom clusters and networks recently. This study aimed to evaluate the unpleasant symptoms of DKD patients, and to investigate how these symptom clusters could affect patients. Methods 408 DKD patients were recruited in this cross-sectional study. The symptoms of DKD patients were measured using the modified Dialysis Symptom Index. Network analysis was employed to evaluate the symptom network and the characteristics of individual nodes, while factor analysis was utilized to identify symptom clusters. Results Blurred vision was the most prevalent symptom among DKD patients. The symptoms identified as the most distressing, severe, and frequent were light headache or dizziness, arteriovenous fistula/catheterization pain, and diarrhea, respectively. Five symptom clusters were obtained from factor analysis, and the most central symptom cluster in the entire symptom network was sexual dysfunction. Conclusion This study identified five symptom clusters in Chinese DKD patients, with sexual dysfunction emerging as the most central cluster. These findings carry significant clinical implications, underscoring the necessity of assessing symptom clusters and their associations to enhance symptom management in DKD patients. Further research is essential to elucidate the underlying mechanisms of symptoms and to clarify the associations among symptoms in DKD patients across different disease trajectories or treatment modalities.
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Affiliation(s)
- Di-Fei Duan
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Min Liu
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Deng-Yan Ma
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Lin-Jia Yan
- The Nethersole School of Nursing Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
| | - Yue-Yang Huang
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Yi Chen
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Wei Jiang
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - Xi Tang
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
| | - An-Qi Xiong
- Department of Nursing, West China Second University Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children, Sichuan University, Ministry of Education, Chengdu, Sichuan Province, People’s Republic of China
| | - Yun-Ying Shi
- Department of Nephrology, Kidney Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People’s Republic of China
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Asakitogum DA, Nutor JJ, Pozzar R, Hammer M, Miaskowski C. Systematic Review of the Literature on Multiple Co-occurring Symptoms in Patients Receiving Treatment for Gynecologic Cancers. Semin Oncol Nurs 2024; 40:151572. [PMID: 38246840 DOI: 10.1016/j.soncn.2023.151572] [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: 09/09/2023] [Revised: 11/23/2023] [Accepted: 12/07/2023] [Indexed: 01/23/2024]
Abstract
OBJECTIVE Patients with gynecologic cancers experience a very high symptom burden that has a negative impact on their quality of life. This systematic review aims to identify the common co-occurring symptoms, the prevalence of common symptoms, common instruments used to measure symptoms, associated risk factors, and the symptom burden in patients with gynecologic cancers. DATA SOURCES A search of four databases (ie, PubMed, Embase, Web of Science, and CINAHL) was done from January 1, 2012, through September 5, 2022. A qualitative synthesis of the extant literature was performed using Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines (PRISMA 2020). CONCLUSION A total of 118 studies met the prespecified inclusion criteria. Ninety-six symptoms were assessed across these studies. The top six symptoms and their grand mean prevalence rates were lack of energy (64.4%), fatigue (62.1%), abdominal pain (53.3%), depression (52.6%), concentration dysfunction (52.0%), and drowsiness (51.9%). Numerous methodologic challenges were evident across studies. Future research needs to develop a disease-specific symptom assessment measure, evaluate for risk factors associated with a higher symptom burden, and determine the impact of multiple symptoms on patient outcomes. IMPLICATION FOR NURSING PRACTICE The results are relevant for oncology clinicians to assess patients with gynecologic cancers for the presence of common symptoms and risk factors for higher symptom burden in the patients and to offer effective management interventions.
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Affiliation(s)
- David Ayangba Asakitogum
- Doctoral student, Department of Family Health Care Nursing, School of Nursing, University of California, San Francisco, CA.
| | - Jerry John Nutor
- Assistant Professor, Department of Family Health Care Nursing, School of Nursing, University of California, San Francisco, CA
| | - Rachel Pozzar
- Nurse Scientist and Instructor, Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA
| | - Marilyn Hammer
- Nurse Scientist and Instructor, Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA; Director, Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, MA
| | - Christine Miaskowski
- Professor, Departments of Physiological Nursing and Anesthesia, School of Nursing and Medicine, University of California, San Francisco, CA
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Blakeman JR, Eckhardt AL, Kim M. Initial development of the chest pain conception questionnaire. Heart Lung 2023; 61:98-106. [PMID: 37209537 DOI: 10.1016/j.hrtlng.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 04/21/2023] [Accepted: 05/09/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND Even though "chest pain" is often highlighted as a key heart attack symptom for which individuals should seek care, little is known about the ways that the lay public conceives of chest pain related to acute coronary syndrome (ACS). OBJECTIVES The purpose of this four-step process was to develop an instrument to measure the lay public's conceptions of chest pain related to ACS. METHODS The Chest Pain Conception Questionnaire (CPCQ) was drafted based on the Theory of Unpleasant Symptoms and findings from the published literature. We then leveraged two rounds of expert feedback to calculate item-level and scale-level content validity indices. Two rounds of pilot testing (N = 51 and N = 300) were conducted with members of the target population. Psychometric testing was also conducted, including exploratory factor analysis. RESULTS The multi-step development process resulted in an instrument that is comprised of 23 items (2 open-ended questions, 13 short scenarios with Likert-type ratings, and 8 multiple-choice questions) and written at a 7th grade level. The scale-level content validity index was 0.99. Exploratory factor analysis findings also supported construct validity. CONCLUSIONS This paper provides preliminary evidence of the CPCQ's validity.
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Affiliation(s)
- John R Blakeman
- Assistant Professor, Mennonite College of Nursing, Illinois State University, Campus Box 5810, Normal, IL 1790-5810, United States.
| | - Ann L Eckhardt
- Associate Chair of Clinical Education College of Nursing and Health Innovation, Department of Graduate Nursing, University of Texas at Arlington, Pickard Hall 516, 411 S. Nedderman Dr., Arlington, TX 76019, United States
| | - MyoungJin Kim
- Professor College Statistician and Director of the Office of Nursing Research Scholarship and Innovation, Mennonite College of Nursing, Illinois State University, Campus Box 5810, Normal, Illinois 61790-5810, United States
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Zhang R, Wang DM, Liu YL, Tian ML, Zhu L, Chen J, Zhang J. Symptom management in adult brain tumours: A literature review. Nurs Open 2023. [PMID: 37120840 DOI: 10.1002/nop2.1795] [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: 01/06/2023] [Revised: 04/11/2023] [Accepted: 04/17/2023] [Indexed: 05/02/2023] Open
Abstract
AIM To review the literature related to symptom management, clinical significance and related theoretical framework systems in adult patients with brain tumours. BACKGROUND As understanding of symptoms or symptom clusters and underlying biologic mechanisms has grown, it is apparent that symptom science is moving forward. Although some progress has been made in the symptom science of solid tumours such as breast and lung neoplasms, insufficient attention has been paid to symptom management for patients suffering from brain tumours. Further research is needed to achieve effective symptom management for these patients. DESIGN A literature review with a systematic search of symptom management in adult brain tumours. METHODS Electronic data bases were searched to obtain relevant published literature on symptom management in adults with brain tumours. This was then analysed and a synthesis of relevant findings is presented. FINDINGS Four significant general themes relating to symptom management of brain tumours in adults were identified: (1) The potential theoretical foundation related to symptom management was revealed. (2) Widely accepted validated scales or questionnaires for the assessment of single symptoms or symptom clusters were recommended. (3) Several symptom clusters and the underlying biologic mechanisms have been reported. (4) Specific symptom interventions for adults with brain tumours were collected and classified as evidence-based or insufficient evidence. CONCLUSION There are still many challenges in the effective management of symptoms in adults with brain tumours. The guiding role of theoretical frameworks or models related to symptom management should be utilized in future research. Using the concept of symptom clustering for research into symptoms found in patients with brain tumours, exploring common biological mechanisms for specific symptom clusters and making full use of modern big data resources to build a strong evidence base for an effective intervention or management program may inform the management of symptoms among these patients leading to better results. NO PATIENT OR PUBLIC CONTRIBUTION This is a literature review. IMPLICATIONS FOR SYMPTOM MANAGEMENT The ultimate goal is obviously not only improving the survival rate of patients with brain tumours, but also enhancing their quality of life. Several important findings from our review include the theoretical foundations, validated assessment tools, the assessment of symptom clusters and the underlying biologic mechanism, and the identification of the evidence base for symptom interventions. These are of relevance for managers, researchers and practitioners and may function as a reference to help the effective symptom management for adults with brain tumours.
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Affiliation(s)
- Rong Zhang
- School of Nursing, Wuhan University, Wuhan, China
- Department of Neuro-Oncology Center, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Dong-Mei Wang
- Department of Neuro-Oncology Center, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Yong-Li Liu
- Nursing Department, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Man-Li Tian
- College of Nursing, Hubei University of Medicine, Shiyan, China
| | - Ling Zhu
- Department of Neuro-Oncology Center, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Jing Chen
- Department of Neuro-Oncology Center, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Jun Zhang
- School of Nursing, Wuhan University, Wuhan, China
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Hu Y, Sun M, Fei J, Meng C, Yuan T, Lv J, Guo X, Kong Y, Zhang H, Mei S, Wu F. Health-Related Quality of Life Among Chinese Pregnant Women in the Third Trimester Based on Theory of Unpleasant Symptoms: A Complex Network Analysis. Clin Nurs Res 2023; 32:549-559. [PMID: 36633263 DOI: 10.1177/10547738221146052] [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: 01/13/2023]
Abstract
Health-related quality of life (HRQOL) is the result of complex interactions between many different factors. But few studies to date have explored the structure of HRQOL. This study aimed to investigate the complex inter-relationship between HRQOL and influencing factors using network analysis. In all, 624 Chinese pregnant women in third trimester were recruited through recruiting sampling. We used regularized network analysis to create a complex network. The relationship with mother-in-law was the most central node followed by relationship with partner. We found the comorbidity of anxiety and depressive symptoms using network analysis. Physical- and mental-related quality of life were a "bridge node" connecting psychological factors with physiologic factors. The present network analysis highlights the strong link between relationship with mother-in-law or partner and HRQOL, which is also a unique phenomenon under Chinese culture. This analysis provides key variables for future intervention or improvement of pregnant women' HRQOL.
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Affiliation(s)
- Yueyang Hu
- School of Public Health of Jilin University, Changchun, China
| | - Mengzi Sun
- School of Public Health of Jilin University, Changchun, China
| | - Junsong Fei
- School of Public Health of Jilin University, Changchun, China
| | - Cuicui Meng
- School of Public Health of Jilin University, Changchun, China
| | - Tongshuang Yuan
- School of Public Health of Jilin University, Changchun, China
| | - Jianping Lv
- School of Public Health of Jilin University, Changchun, China
| | - Xinmeng Guo
- School of Public Health of Jilin University, Changchun, China
| | - Yixi Kong
- Early Childhood Development Center, Changchun Obstetrics-Gynecology Hospital, Changchun, China
| | - Han Zhang
- School of Education, Linyi University, Shandong Province, China
| | - Songli Mei
- School of Public Health of Jilin University, Changchun, China
| | - Fuju Wu
- The Second Hospital of Jilin University, Changchun, China
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Fei F, J Siegert R, Zhang X, Gao W, Koffman J. Symptom clusters, associated factors and health-related quality of life in patients with chronic obstructive pulmonary disease: A structural equation modelling analysis. J Clin Nurs 2023; 32:298-310. [PMID: 35098602 PMCID: PMC10078635 DOI: 10.1111/jocn.16234] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 01/11/2022] [Accepted: 01/17/2022] [Indexed: 12/14/2022]
Abstract
AIMS AND OBJECTIVES To identify symptom clusters and develop a symptom cluster model among people living with chronic obstructive pulmonary disease (COPD). BACKGROUND The examination of symptom clusters in COPD patients is an emerging field of scientific inquiry directed towards symptom management. However, no studies have modelled the relationships among symptom clusters, associated factors and health-related quality of life. DESIGN A cross-sectional design with convenience sampling following STROBE guidelines. METHODS Data were collected from 450 COPD participants in three university teaching hospitals. Participants were invited to complete a structured questionnaire comprised of a socio-demographic/clinical questionnaire, Integrated Palliative Care Outcome Scale and Clinical Respiratory Questionnaire. Exploratory factor analysis and confirmatory factor analysis were used to identify symptom clusters. Structural equation modelling was used to examine the proposed model. RESULTS The respiratory related symptom cluster, psychological symptom cluster and cough-insomnia related symptom cluster were identified. The final model demonstrated a good fit with the data. Gender, stage of disease and monthly income were significant factors associated with symptom clusters. Respiratory related and cough-insomnia related symptom clusters had a direct negative impact on health-related quality of life, while the psychological symptom cluster was found to have a direct and indirect negative effect on health-related quality of life. CONCLUSIONS Final COPD symptom cluster model should serve as a framework to guide intervention research targeting symptom clusters to improve health-related quality of life of people living with COPD. RELEVANCE TO CLINICAL PRACTICE Nurses should be especially attuned to identify those at most risk of facing a higher symptom burden in this case those who are female, have advanced stage COPD and/or lower income. During the clinical symptom assessment, nurses should pay attention to the close relationships among symptoms within a cluster to identify any 'trigger' symptom that could cause the development or exacerbation of other symptoms.
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Affiliation(s)
- Fei Fei
- Florence Nightingale Faculty of NursingMidwifery and Palliative CareCicely Saunders InstituteKing’s College LondonLondonUK
- School of Nursing and MidwiferyJiangsu College of NursingHuai'anJiangsuChina
| | - Richard J Siegert
- Faculty of Health and Environmental SciencesAuckland University of TechnologyAucklandNew Zealand
| | - Xiaohan Zhang
- School of Nursing and MidwiferyJiangsu College of NursingHuai'anJiangsuChina
| | - Wei Gao
- Florence Nightingale Faculty of NursingMidwifery and Palliative CareCicely Saunders InstituteKing’s College LondonLondonUK
| | - Jonathan Koffman
- Florence Nightingale Faculty of NursingMidwifery and Palliative CareCicely Saunders InstituteKing’s College LondonLondonUK
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7
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Clark LA, Reed R, Corazzini KN, Zhu S, Renn C, Jennifer Klinedinst N. COPD-Related Fatigue: A Scoping Review. Clin Nurs Res 2022; 32:914-928. [PMID: 36540028 DOI: 10.1177/10547738221141224] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Millions of people worldwide have chronic obstructive pulmonary disease (COPD), and one of the most common and troublesome symptoms that must be managed is fatigue. While there are existing interventions to address COPD-related fatigue, not all patients experience benefit. A better understanding of the factors associated with COPD-fatigue could elucidate new approaches to address COPD-related fatigue, thereby offering relief to a greater number of patients. The purpose of this review was to identify the physiologic, psychologic, and situational factors associated with COPD-related fatigue. A total of four databases, PubMed, CINAHL, Scopus, and Google Scholar, were searched. Those that were peer reviewed, in English, and published between 2000 and 2021, were included in the review. A total of 25 articles were included in this scoping review. The following factors were related to fatigue in COPD: dyspnea, pain, anxiety, depression, and sleep. Fatigue is a debilitating symptom with factors influential to the symptom and outcomes. Research is indicated to explore targeted and personalized interventions addressing the factors related to fatigue to mitigate this widespread symptom.
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Affiliation(s)
- Lindsey A. Clark
- University of Maryland School of Nursing, Baltimore, Maryland, USA
| | - Robert Reed
- University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | - Shijun Zhu
- University of Maryland School of Nursing, Baltimore, Maryland, USA
| | - Cynthia Renn
- University of Maryland School of Nursing, Baltimore, Maryland, USA
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Roziner I, Perry S, Dahabre R, Bentley G, Kelada L, Poikonen-Saksela P, Mazzocco K, Sousa B, Karademas EC, Simos P, Pettini G, Oliveira-Maia AJ, Mattson J, Pat-Horenczyk R. Psychological and somatic symptoms among breast cancer patients in four European countries: A cross-lagged panel model. Stress Health 2022; 39:474-482. [PMID: 35997497 DOI: 10.1002/smi.3193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 06/30/2022] [Accepted: 08/16/2022] [Indexed: 11/12/2022]
Abstract
Psychological and physical health among women with breast cancer are linked. However, more research is needed to test the interrelations between psychological and somatic symptoms, over time and throughout the different phases of breast cancer treatment, to determine when and which interventions should be prioritized. Six hundred and eighty nine women from four countries (Finland, Israel, Italy and Portugal) completed questionnaires during their first clinical consultation following diagnosis with breast cancer, and again after 3 and 6 months. The questionnaires included self-reported measures of psychological symptoms (Hospital Anxiety and Depression Scale; the Positive and Negative Affect Schedule Short Form) and somatic symptoms [selected items from the International European Organization for Research and Treatment of Cancer (EORTC) questionnaires]. Psychological and somatic symptoms were relatively stable across the three time-points. Cross-lagged paths leading from somatic to psychological symptoms (beta coefficients of 0.08-0.10), as well as vice-versa (beta 0.11-0.12), were found to be significant. No evidence was found for cross-cultural differences in mutual effects of psychological and somatic symptoms. The findings of this study call for tailoring personal interventions for breast cancer patients-either from a somatic perspective or a psychological perspective-and adjust them to the specific experiences of the individual patient.
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Affiliation(s)
- Ilan Roziner
- Department of Communication Disorders, Tel-Aviv University, Tel-Aviv, Israel
| | - Shlomit Perry
- Paul Baerwald School of Social Work and Social Welfare, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Rawan Dahabre
- Paul Baerwald School of Social Work and Social Welfare, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Gabriella Bentley
- Paul Baerwald School of Social Work and Social Welfare, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Lauren Kelada
- Paul Baerwald School of Social Work and Social Welfare, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Paula Poikonen-Saksela
- Helsinki University Hospital Comprehensive Cancer Center, Helsinki University, Helsinki, Finland
| | - Ketti Mazzocco
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy.,Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Berta Sousa
- Breast Unit, Champalimaud Clinical Centre & Champalimaud Research, Champalimaud Foundation, Lisboa, Portugal
| | - Evangelos C Karademas
- Department of Psychology, University of Crete, & Foundation for Research and Technology - Hellas, Greece
| | - Panagiotis Simos
- Computational Biomedicine Laboratory, FORTH-ICS, Heraklion, Greece
| | - Gretta Pettini
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy.,Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Albino J Oliveira-Maia
- Champalimaud Research & Clinical Centre, Champalimaud Foundation, Lisboa, Portugal.,NOVA Medical School, NMS, Universidade Nova de Lisboa, Lisboa, Portugal
| | - Johanna Mattson
- Helsinki University Hospital Comprehensive Cancer Center, Helsinki University, Helsinki, Finland
| | - Ruth Pat-Horenczyk
- Paul Baerwald School of Social Work and Social Welfare, Hebrew University of Jerusalem, Jerusalem, Israel
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9
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Xing Y, Zhao W, Duan C, Zheng J, Zhao X, Yang J, Sun N, Chen J. Developing a visual model for predicting depression in patients with lung cancer. J Clin Nurs 2022. [PMID: 35949178 DOI: 10.1111/jocn.16487] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 07/14/2022] [Accepted: 07/25/2022] [Indexed: 12/19/2022]
Abstract
AIMS AND OBJECTIVES To investigate and analyse the prevalence of depression among patients with lung cancer, identify risk factors of depression, and develop a visual, non-invasive, and straightforward clinical prediction model that can be used to predict the risk probability of depression in patients with lung cancer quantitatively. BACKGROUND Depression is one of the common concomitant symptoms of patients with lung cancer, which can increase the risk of suicide. However, the current assessment tools cannot combine multiple risk factors to predict the risk probability of depression in patients. DESIGN A cross-sectional study. METHODS The clinical data from 297 patients with lung cancer in China were collected and analysed in this cross-sectional study. The clinical prediction model was constructed according to the results of the Chi-square test and the logistic regression analysis, evaluated by discrimination, calibration, and decision curve analysis, and visualised by a nomogram. This study was reported using the TRIPOD checklist. RESULTS 130 patients with lung cancer had depressive symptoms with a prevalence of 43.77%. A visual prediction model was constructed based on age, disease duration, exercise, stigma, and resilience. This model showed good discrimination at an AUC of 0.842. Calibration curve analysis indicated a good agreement between experimental and predicted values, and the decision curve analysis showed a high clinical utility. CONCLUSIONS The visual prediction model developed in this study has excellent performance, which can accurately predict the occurrence of depression in patients with lung cancer at an early stage and assist the medical staff in taking targeted preventative measures. RELEVANCE TO CLINICAL PRACTICE The visual, non-invasive, and simple nomogram can help clinical medical staff to calculate the risk probability of depression among patients with lung cancer, formulate personalised preventive care measures for high-risk groups as soon as possible, and improve the quality of life of patients.
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Affiliation(s)
- Yanqing Xing
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Wenxiao Zhao
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Chenchen Duan
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jun Zheng
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xuelian Zhao
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jingyu Yang
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Na Sun
- School of Nursing, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jie Chen
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, Maryland, USA
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10
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He Y, Zhang H, Song M, Wu H, Pi H. Association Between Fatigue and Falls Risk Among the Elderly Aged Over 75 Years in China: The Chain Mediating Role of Falls Efficacy and Lower Limb Function. Front Public Health 2022; 10:850533. [PMID: 35372221 PMCID: PMC8965592 DOI: 10.3389/fpubh.2022.850533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 02/07/2022] [Indexed: 11/13/2022] Open
Abstract
Background Although fatigue has been shown to be strongly associated with falls risk, very few studies have focused on its mechanism involved in community-dwelling older subjects. The purpose of this study was to explore the relationship between fatigue and falls risk and its internal mechanism by constructing a chain mediation model. Methods A cross-sectional study design was adopted. A convenience sample of 270 older adults was recruited from July to October 2021 in an urban community, in Beijing, China. The participants completed the 14-item Fatigue Scale (FS-14), Falls Efficacy Scale International (FES-I), the Short Physical Performance Battery (SPPB) and Fall-Risk Self-Assessment Questionnaire (FRQ) to measure fatigue, falls efficacy, lower limb function and falls risk. The theory of unpleasant symptoms was used as a conceptual framework. Structural equation modeling (SEM) was utilized to test the hypothetical model. Results The overall fit of final model was found to be satisfactory: χ2/df = 1.61, CFI = 0.971, TLI = 0.962, RMSEA = 0.049 (95% CI 0.030/0.066) and SRMR = 0.023. Fatigue had a direct effect on falls risk (β = 0.559, S.E. = 0.089, 95% CI 0.380/0.731), and it also had indirect effects on falls risk (β = 0.303, S.E. = 0.072, 95% CI 0.173/0.460) through mediating factors. Falls efficacy and lower limb function were the main mediating variables, and there was a chain mediating effect (β = 0.015, S.E. = 0.010, 95% CI 0.003/0.046). Conclusions Our study suggests that fatigue can influence falls risk among the elderly in China. There are many mediating paths between fatigue and falls risk. These results may help healthcare professionals to better understand the inherent relationship between fatigue and fall risk that may benefit older adults.
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Affiliation(s)
- Yudi He
- Medical School of Chinese PLA, Beijing, China
| | - Huaguo Zhang
- Department of Nursing, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Mi Song
- Medical School of Chinese PLA, Beijing, China
| | - Hongyi Wu
- Department of Nursing, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Hongying Pi
- Medical Service Training Center, Chinese PLA General Hospital, Beijing, China
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11
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Fei F, Koffman J, Zhang X, Gao W. Synergistic Impact of the Symptom Cluster on Health-Related Quality of Life in Patients With Chronic Obstructive Pulmonary Disease: A Secondary Data Analysis. Clin Nurs Res 2022; 31:991-999. [PMID: 35362332 PMCID: PMC9266057 DOI: 10.1177/10547738221085765] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This study aimed to quantify the synergistic impact of symptom clusters on health-related quality of life (HRQoL) among patients with chronic obstructive pulmonary disease (COPD). We conducted a secondary analysis of a cross-sectional data collected via convenience sampling from patients with COPD. Multiple linear regressions were used to quantify the relationships between symptom clusters and HRQoL. The sample included 106 COPD patients from whom three symptom clusters were identified comprising of dyspnea depression, anxiety-sleep, and depression-anxiety. Depression-anxiety (psychological symptom cluster) was significantly associated with poorer HRQoL (β = 13.88, 95% CI [7.94, 19.82]), while no significant associations were detected with HRQoL for either depression or anxiety alone (β = 6.66, 95% CI [-2.99, 16.31]; β = 7.29, 95% CI [-0.78, 15.35]). Assessment and early intervention led by nurses targeting the psychological symptom cluster may represent an initial approach to improve HRQoL. Understanding the phenomenon of symptom clusters that are present in patients with COPD provides a breakthrough insight to devise strategies for their management.
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Affiliation(s)
- Fei Fei
- King's College London, UK.,Jiangsu College of Nursing, Huai'an, P.R. China
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Moore JE, Munshi L, Mayo SJ, Armstrong G, Dale CM. Symptom experiences of critically-ill hematologic malignancy patients: A scoping review. Intensive Crit Care Nurs 2022; 70:103187. [DOI: 10.1016/j.iccn.2021.103187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 11/28/2021] [Accepted: 12/02/2021] [Indexed: 11/29/2022]
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A study of Reiki therapy on unpleasant symptoms in children with cerebral palsy. Complement Ther Clin Pract 2022; 46:101529. [DOI: 10.1016/j.ctcp.2021.101529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 11/16/2021] [Accepted: 12/27/2021] [Indexed: 12/20/2022]
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Blakeman JR, Woith WM, Astroth KS, Jenkins SH, Stapleton SJ. A qualitative exploration of prodromal myocardial infarction fatigue experienced by women. J Clin Nurs 2020; 29:3882-3895. [DOI: 10.1111/jocn.15432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 07/07/2020] [Accepted: 07/10/2020] [Indexed: 01/16/2023]
Affiliation(s)
- John R. Blakeman
- Mennonite College of Nursing Illinois State University Normal IL USA
| | - Wendy M. Woith
- Mennonite College of Nursing Illinois State University Normal IL USA
| | - Kim S. Astroth
- Mennonite College of Nursing Illinois State University Normal IL USA
| | - Sheryl H. Jenkins
- Mennonite College of Nursing Illinois State University Normal IL USA
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