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Li Z, Song L, Leng J, Pang Y, He Y, Su Z, Wang Y, Zhou Y, Lu Y, Jiang Y, Han X, Song L, Wang L, Lv X, Wang Y, Yao J, Liu X, Zhou X, He S, Zhang Y, Li J, Wang B, Tang L. Relationships Between Insomnia and Quality of Life in Patients With Advanced Liver Cancer: A Secondary Analysis of a Multicenter Cross-Sectional Study. Psychooncology 2025; 34:e70157. [PMID: 40344318 DOI: 10.1002/pon.70157] [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: 12/23/2024] [Revised: 04/02/2025] [Accepted: 04/14/2025] [Indexed: 05/11/2025]
Abstract
BACKGROUND This study aims to evaluate the symptom burden of advanced liver cancer, explore factors related to quality of life (QoL), and investigate the relationship between insomnia and QoL. METHODS This is a secondary analysis of a multicenter cross-sectional study that included data from patients with advanced liver cancer (n = 364) recruited from 10 cancer centers across China. Participants were required to complete Patient Health Questionnaire-9 (PHQ-9), MD Anderson Symptom Inventory (MDASI), Insomnia Severity Index (ISI), 5-level EQ-5D (EQ-5D-5L). Factors associated with QoL were identified through a multiple stepwise linear regression model and the LASSO regression approach. The mediating effect between insomnia and quality of life was tested using the bootstrap method. RESULTS The three most prevalent symptoms were fatigue (17.0%), sleep disturbance (16.2%), and pain (15.8%). Insomnia, depression, and the 13 core symptoms in the MDASI were strongly correlated with reduced QoL (all p < 0.001). The mediating effect analysis showed that depression, dry mouth, pain, forgetfulness and fatigue were partial mediating variables between insomnia and QoL. CONCLUSION Various physical and psychological symptoms could affect the QoL in patients with advanced liver cancer. Insomnia and related symptoms such as depression, dry mouth, pain, forgetfulness and fatigue should be identified and appropriately addressed to improve QoL for this population.
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Affiliation(s)
- Zimeng Li
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lili Song
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Jiahua Leng
- Department of Gastrointestinal Cancer Unit III, Medical Insurance Service, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Ying Pang
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yi He
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhongge Su
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yu Wang
- Department of Breast Cancer Radiotherapy, Cancer Hospital, Chinese Academy of Medical Sciences, Shanxi Medical University, Taiyuan, China
| | - Yuhe Zhou
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yongkui Lu
- The Fifth Department of Chemotherapy, The Affiliated Cancer Hospital of Guangxi Medical University, Nanning, China
| | - Yu Jiang
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xinkun Han
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lihua Song
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Liping Wang
- Department of Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xiaojun Lv
- Department of Oncology, Xiamen Humanity Hospital, Xiamen, China
| | - Yan Wang
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Juntao Yao
- Department of Integrated Chinese and Western Medicine, Shaanxi Provincial Cancer Hospital Affiliated to Medical College of Xi'an Jiaotong University, Xi'an, China
| | - Xiaohong Liu
- Department of Clinical Spiritual Care, The Affiliated Cancer Hospital of Xiangya School of Medicine, Hunan Cancer Hospital, Central South University, Changsha, China
| | - Xiaoyi Zhou
- Radiotherapy Center, Hubei Cancer Hospital, Wuhan, China
| | - Shuangzhi He
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yening Zhang
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Jinjiang Li
- Department of Psycho-oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Bingmei Wang
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lili Tang
- Department of Psycho-Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
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Chyzhyk D, Arregi M, Errazquin M, Ariceta A, Sevilla M, Álvarez R, Alberich Inchausti M. Exploring Usability of a Clinical Decision Support System for Cancer Care: A User-Centered Study. Cancer Rep (Hoboken) 2025; 8:e70173. [PMID: 40110965 PMCID: PMC11924132 DOI: 10.1002/cnr2.70173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 02/03/2025] [Accepted: 02/20/2025] [Indexed: 03/22/2025] Open
Abstract
BACKGROUND Adverse effects are a common burden for cancer patients, impacting their well-being and diminishing their quality of life. Therefore, it is essential to have a clinical decision support system that can proactively monitor patient progress to prevent and manage complications. AIMS This research aims to thoroughly test the usability and user-friendliness of a medical device designed for managing adverse events for cancer patients and healthcare professionals (HCPs). The study seeks to assess how well the device meets both patients' and HCPs' needs in real-world scenarios. METHODS AND RESULTS The study used a multi-method approach to obtain a comprehensive understanding of participants experience and objective measure of usability. The testing was conducted with a diverse group of participants of six patients and six HCPs. Analysis included a descriptive summary of the demographic data, scenario completion rates, System Usability Scale (SUS) questionnaire score, and qualitative feedback from users. All participants successfully completed 100% of the activities, indicating a high level of understanding and usability across both user groups. Only two out of six patients encountered errors during the login activities, but these errors were unrelated to product safety. The obtained SUS score is in the 90th percentile for both user groups, classifying the device as grade A and highlighting its superior usability. Patients and HCPs found the interface intuitive and expressed an interest in incorporating the application into their daily routines and would recommend the application to others. CONCLUSION The assessed digital health medical device demonstrates excellent usability, safety, and ease of use for oncology patients and HCPs. Based on the received constructive feedback, minor improvements were identified for further refinement of the application that do not affect either its intended functionality or the overall functioning of the tool. Future work will focus on implementing these improvements and conducting further usability studies in clinical environments.
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Consolo L, Rusconi D, Colombo S, Basile I, Campa T, Pezzera D, Benenati S, Caraceni A, Lusignani M. Implementation of the e-IPOS in Home Palliative Cancer Care: A Quasiexperimental Pilot Study. Am J Hosp Palliat Care 2025; 42:186-196. [PMID: 38504550 PMCID: PMC11636022 DOI: 10.1177/10499091241240667] [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] [Indexed: 03/21/2024] Open
Abstract
INTRODUCTION Electronic patient-reported outcome measures (e-PROMs) offer advantages in palliative cancer care, including rapid completion, improved data quality and direct storage, improving clinical decision-making. The electronic Integrated Palliative Care Outcome Scale (e-IPOS) in this context enables thorough self-assessment by patients, enhancing symptom management and self-reflection of their current situation. AIM To evaluate the feasibility of implementing the e-IPOS in home palliative cancer care. OUTCOMES The primary outcomes included the enrollment consent rate, study retention rate, e-IPOS completion rate and response completeness, and the number of clinical assessments and interventions performed during home visits. The secondary outcomes were the number of unscheduled visits and patients' perceived quality of life. DESIGN A two-group quasiexperimental clinical pilot study. The control group received standard palliative care, the intervention group received standard care along with weekly e-IPOS completion during home visits. Both groups were enrolled for 4 weeks. SETTING/PARTICIPANTS Adults with advanced cancer from the home palliative care unit of the Istituto Nazionale dei Tumori of Milan. RESULTS Twenty-three patients were enrolled (74.19%), and 20 completed the study (drop-out: 13.04%). 82.5% of the expected e-IPOS responses were received, of which 96.9% were fully complete. In the intervention group, the Wilcoxon test showed an increase in identified needs and documented interventions (P < .05) and a decrease in unscheduled visits (P < .05). CONCLUSION It is feasible to recruit people via home palliative care for an e-IPOS implementation study. Future fully powered studies should investigate the feasibility and assess patients' perceptions of its use to better understand its clinical benefits.
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Affiliation(s)
- Letteria Consolo
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, Rome, Italy
- Bachelor School of Nursing, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
| | - Daniele Rusconi
- Urologic Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Stella Colombo
- Intensive Care Unit, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Ilaria Basile
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, Rome, Italy
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
| | - Tiziana Campa
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
| | - Daniele Pezzera
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
| | - Salvatore Benenati
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
| | - Augusto Caraceni
- High-Complexity Unit of Palliative Care, Pain Therapy and Rehabilitation, Fondazione IRCCS Istituto Nazionale dei Tumori di Milano, Milan Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Maura Lusignani
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
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Salmani H, Nasiri S, Alemrajabi M, Ahmadi M. Advancing patient-centered cancer care: a systematic review of electronic patient-reported outcome measures. FRONTIERS IN REHABILITATION SCIENCES 2024; 5:1427712. [PMID: 39386354 PMCID: PMC11461464 DOI: 10.3389/fresc.2024.1427712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 09/12/2024] [Indexed: 10/12/2024]
Abstract
Background Electronic Patient-Reported Outcome Measures (ePROMs) have emerged as valuable tools in cancer care, facilitating the comprehensive assessment of patients' physical, psychological, and social well-being. This study synthesizes literature on the utilization of ePROMs in oncology, highlighting the diverse array of measurement instruments and questionnaires employed in cancer patient assessments. By comprehensively analyzing existing research, this study provides insights into the landscape of ePROMs, informs future research directions, and aims to optimize patient-centred oncology care through the strategic integration of ePROMs into clinical practice. Methods A systematic review was conducted by searching peer-reviewed articles published in academic journals without time limitations up to 2024. The search was performed across multiple electronic databases, including PubMed, Scopus, and Web of Science, using predefined search terms related to cancer, measurement instruments, and patient assessment. The selected articles underwent a rigorous quality assessment using the Mixed Methods Appraisal Tool (MMAT). Results The review of 85 studies revealed a diverse range of measurement instruments and questionnaires utilized in cancer patient assessments. Prominent instruments such as the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC QLQ-C30) and the Patient Reported Outcome-Common Terminology Criteria for Adverse Events (PRO-CTCAE) were frequently referenced across multiple studies. Additionally, other instruments identified included generic health-related quality of life measures and disease-specific assessments tailored to particular cancer types. The findings indicated the importance of utilizing a variety of measurement tools to comprehensively assess the multifaceted needs and experiences of cancer patients. Conclusion Our systematic review provides a comprehensive examination of the varied tools and ePROMs employed in cancer care, accentuating the perpetual requirement for development and validation. Prominent instruments like the EORTC QLQ-C30 and PRO-CTCAE are underscored, emphasizing the necessity for a thorough assessment to meet the multifaceted needs of patients. Looking ahead, scholarly endeavours should prioritize the enhancement of existing tools and the creation of novel measures to adeptly address the evolving demands of cancer patients across heterogeneous settings and populations.
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Affiliation(s)
- Hosna Salmani
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Somayeh Nasiri
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mahdi Alemrajabi
- Gastrointestinal and Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Ahmadi
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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O'Leary MC, Kwong E, Cox C, Gentry AL, Stover AM, Vu MB, Carda-Auten J, Leeman J, Mody GN. Patient motivators of postoperative electronic patient-reported outcome symptom monitoring use in thoracic surgery patients: a qualitative study. J Patient Rep Outcomes 2024; 8:81. [PMID: 39060464 PMCID: PMC11282008 DOI: 10.1186/s41687-024-00766-0] [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: 03/20/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Electronic patient-reported outcome (ePRO) systems can be used to engage patients in remote symptom monitoring to support postoperative care. We interviewed thoracic surgery patients with ePRO experience to identify factors that influenced use of ePROs to report their symptoms post-discharge. METHOD This qualitative study used semi-structured telephone interviews with adults who underwent major thoracic surgery at an academic medical center in North Carolina. Individuals who enrolled in symptom monitoring, completed at least one ePRO survey, and were reachable by phone for the interview were included. The ePRO surveys assessed 10 symptoms, including validated Patient-Reported Outcome Common Terminology Criteria for Adverse Events (PRO-CTCAE) measures and thoracic surgery-specific questions. Surveys, offered via web-based and automated telephone options, were administered for four weeks post-discharge with alerts sent to clinicians for concerning symptoms. The interviews were guided by the Capability, Opportunity, Motivation model for behavior change (COM-B) and examined factors that influenced patients' completion of ePRO surveys post-discharge. Team members independently coded interviews and identified themes, informed by COM-B. We report descriptive statistics (demographics, number of surveys completed) and themes organized by COM-B components. RESULTS Of 28 patients invited, 25 (89%) completed interviews from July to October 2022. Participants were a median 58 years, 56% female, 80% White, and 56% had a history of malignancy. They completed 131/150 (87%) possible ePRO surveys. For capability, participants reported building ePROs into their routine and having the skills and knowledge, but lacking physical and emotional energy, to complete ePROs. For opportunity, participants identified the ease and convenience of accessing ePROs and providers' validation of ePROs. Motivators were perceived benefits of a deepening connection to their clinical team, improved symptom management for themselves and others, and self-reflection about their recovery. Factors limiting motivation included lack of clarity about the purpose of ePROs and a disconnect between symptom items and individual recovery experience. CONCLUSIONS Patients described being motivated to complete ePROs when reinforced by clinicians and considered ePROs as valuable to their post-discharge experience. Future work should enhance ePRO patient education, improve provider alerts and communications about ePROs, and integrate options to capture patients' complex health journeys.
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Affiliation(s)
- Meghan C O'Leary
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Elizabeth Kwong
- Carolina Health Informatics Program, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Chase Cox
- Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Amanda L Gentry
- School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Angela M Stover
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Maihan B Vu
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Gillings School of Global Public Health, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Center for Health Promotion and Disease Prevention, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jessica Carda-Auten
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jennifer Leeman
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Center for Health Promotion and Disease Prevention, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- School of Nursing, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Gita N Mody
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Song L, Su Z, He Y, Pang Y, Zhou Y, Wang Y, Lu Y, Jiang Y, Han X, Song L, Wang L, Li Z, Lv X, Wang Y, Yao J, Liu X, Zhou X, He S, Zhang Y, Li J, Wang B, Tang L. Association between anxiety, depression, and symptom burden in patients with advanced colorectal cancer: A multicenter cross-sectional study. Cancer Med 2024; 13:e7330. [PMID: 38845478 PMCID: PMC11157164 DOI: 10.1002/cam4.7330] [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: 11/01/2023] [Revised: 05/09/2024] [Accepted: 05/10/2024] [Indexed: 06/10/2024] Open
Abstract
OBJECTIVES Patients with advanced colorectal cancer (CRC) have multiple concurrent physical and psychological symptoms. This study aimed to explore the relationship between anxiety, depression, and symptom burden in advanced CRC. METHODS A multicenter cross-sectional study was conducted in 10 cancer centers from geographically and economically diverse sites in China. A total of 454 patients with advanced CRC completed the Hospital Anxiety and Depression Scale and the MD Anderson Symptom Inventory. Multiple regression analysis was applied to explore the relationship between anxiety, depression and symptom burden. RESULTS About one-third of the patients showed symptoms of anxiety or depression. Patients with anxiety or depression reported significantly higher symptom burden than those without (p < 0.001). Patients with anxiety or depression reported a higher proportion of moderate-to-severe (MS) symptom number than those without (p < 0.001). About 52% of the patients with anxiety or depression reported at least three MS symptoms. The prevalence of MS symptoms was ranging from 7.3% (shortness of breath) to 22% (disturbed sleep), and in patients with anxiety or depression was 2-10 times higher than in those without (p < 0.001). Disease stage (β = -2.55, p = 0.003), anxiety (β = 15.33, p < 0.001), and depression (β = 13.63, p < 0.001) were associated with higher symptom burden. CONCLUSIONS Anxiety and depression in patients with advanced cancer correlated with higher symptom burden. Findings may lead oncology professionals to pay more attention to unrecognized and untreated psychological symptoms in symptom management for advanced cancer patients.
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Affiliation(s)
- Lili Song
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Zhongge Su
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Yi He
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Ying Pang
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Yuhe Zhou
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Yu Wang
- Department of Breast Cancer Radiotherapy, Chinese Academy of Medical SciencesCancer Hospital Affiliated to Shanxi Medical UniversityTaiyuanChina
| | - Yongkui Lu
- The Fifth Department of ChemotherapyThe Affiliated Cancer Hospital of Guangxi Medical UniversityNanningGuangxiChina
| | - Yu Jiang
- Department of Medical Oncology, Cancer Center, West China HospitalSichuan UniversityChengduChina
| | - Xinkun Han
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Lihua Song
- Department of Breast Medical OncologyShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Liping Wang
- Department of OncologyThe First Affiliated Hospital, Zhengzhou UniversityZhengzhouChina
| | - Zimeng Li
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Xiaojun Lv
- Department of OncologyXiamen Humanity HospitalXiamenChina
| | - Yan Wang
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Juntao Yao
- Department of Integrated Chinese and Western MedicineShaanxi Provincial, Cancer Hospital Affiliated to Medical College of Xi'an Jiaotong UniversityXi'anChina
| | - Xiaohong Liu
- Department of Clinical Spiritual CareHunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South UniversityChangshaChina
| | - Xiaoyi Zhou
- Radiotherapy Center, Hubei Cancer HospitalWuhanChina
| | - Shuangzhi He
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Yening Zhang
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Jinjiang Li
- Department of Psycho‐oncologyShandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Bingmei Wang
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Lili Tang
- Department of Psycho‐Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
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He Y, Pang Y, Yang W, Su Z, Wang Y, Lu Y, Jiang Y, Zhou Y, Han X, Song L, Wang L, Li Z, Lv X, Wang Y, Yao J, Liu X, Zhou X, He S, Zhang Y, Song L, Li J, Wang B, Ke Y, He Z, Tang L. Development of a prediction model for suicidal ideation in patients with advanced cancer: A multicenter, real-world, pan-cancer study in China. Cancer Med 2024; 13:e7439. [PMID: 38924382 PMCID: PMC11196995 DOI: 10.1002/cam4.7439] [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: 03/09/2024] [Revised: 06/10/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Patients diagnosed with advanced stage cancer face an elevated risk of suicide. We aimed to develop a suicidal ideation (SI) risk prediction model in patients with advanced cancer for early warning of their SI and facilitate suicide prevention in this population. PATIENTS AND METHODS We consecutively enrolled patients with multiple types of advanced cancers from 10 cancer institutes in China from August 2019 to December 2020. Demographic characteristics, clinicopathological data, and clinical treatment history were extracted from medical records. Symptom burden, psychological status, and SI were assessed using the MD Anderson Symptom Inventory (MDASI), Hospital Anxiety and Depression Scale (HADS), and Patient Health Questionnaire-9 (PHQ-9), respectively. A multivariable logistic regression model was employed to establish the model structure. RESULTS In total, 2814 participants were included in the final analysis. Nine predictors including age, sex, number of household members, history of previous chemotherapy, history of previous surgery, MDASI score, HADS-A score, HADS-D score, and life satisfaction were retained in the final SI prediction model. The model achieved an area under the curve (AUC) of 0.85 (95% confidential interval: 0.82-0.87), with AUCs ranging from 0.75 to 0.95 across 10 hospitals and higher than 0.83 for all cancer types. CONCLUSION This study built an easy-to-use, good-performance predictive model for SI. Implementation of this model could facilitate the incorporation of psychosocial support for suicide prevention into the standard care of patients with advanced cancer.
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Affiliation(s)
- Yi He
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Ying Pang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Wenlei Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of GeneticsPeking University Cancer Hospital and InstituteBeijingChina
| | - Zhongge Su
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Yu Wang
- Department of Breast Cancer Radiotherapy, Chinese Academy of Medical SciencesCancer Hospital Affiliated to Shanxi Medical UniversityTaiyuanChina
| | - Yongkui Lu
- The Fifth Department of Chemotherapy, The Affiliated Cancer Hospital of Guangxi Medical UniversityGuangxi Zhuang Autonomous RegionNanningChina
| | - Yu Jiang
- Department of Medical Oncology, Cancer Center, West China HospitalSichuan UniversityChengduChina
| | - Yuhe Zhou
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Xinkun Han
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Lihua Song
- Department of Breast Medical Oncology, Shandong Cancer Hospital and InstituteShandong First Medical University and Shandong Academy of Medical SciencesJinanChina
| | - Liping Wang
- Department of OncologyThe First Affiliated Hospital of Zhengzhou UniversityZhengzhouChina
| | - Zimeng Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Xiaojun Lv
- Department of OncologyXiamen Humanity HospitalXiamenChina
| | - Yan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Juntao Yao
- Department of Integrated Chinese and Western MedicineShaanxi Provincial Cancer Hospital Affiliated to Medical College of Xi'an Jiaotong UniversityXianChina
| | - Xiaohong Liu
- Department of Clinical Spiritual Care, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaChina
| | - Xiaoyi Zhou
- Radiotherapy CenterHubei Cancer HospitalWuhanChina
| | - Shuangzhi He
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Yening Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Lili Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Jinjiang Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Bingmei Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
| | - Yang Ke
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of GeneticsPeking University Cancer Hospital and InstituteBeijingChina
| | - Zhonghu He
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Laboratory of GeneticsPeking University Cancer Hospital and InstituteBeijingChina
| | - Lili Tang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho‐oncologyPeking University Cancer Hospital and InstituteBeijingChina
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8
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Tang M, Su Z, He Y, Pang Y, Zhou Y, Wang Y, Lu Y, Jiang Y, Han X, Song L, Wang L, Li Z, Lv X, Wang Y, Yao J, Liu X, Zhou X, He S, Zhang Y, Song L, Li J, Wang B, Tang L. Physical symptoms and anxiety and depression in older patients with advanced cancer in China: a network analysis. BMC Geriatr 2024; 24:185. [PMID: 38395756 PMCID: PMC10893698 DOI: 10.1186/s12877-024-04788-7] [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: 08/08/2023] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Little is understood about the association between psychosomatic symptoms and advanced cancer among older Chinese patients. METHODS This secondary analysis was part of a multicenter cross-sectional study based on an electronic patient-reported outcome platform. Patients with advanced cancer were included between August 2019 and December 2020 in China. Participants (over 60 years) completed the MD Anderson Symptom Inventory (MDASI) and Hospital Anxiety and Depression Scale (HADS) to measure symptom burden. Network analysis was also conducted to investigate the network structure, centrality indices (strength, closeness, and betweenness) and network stability. RESULTS A total of 1022 patients with a mean age of 66 (60-88) years were included; 727 (71.1%) were males, and 295 (28.9%) were females. A total of 64.9% of older patients with advanced cancer had one or more symptoms, and up to 80% had anxiety and depression. The generated network indicated that the physical symptoms, anxiety and depression symptom communities were well connected with each other. Based on an evaluation of the centrality indices, 'distress/feeling upset' (MDASI 5) appears to be a structurally important node in all three networks, and 'I lost interest in my own appearance' (HADS-D4) had the lowest centrality indices. The network stability was relatively high (> 0.7). CONCLUSION The symptom burden remains high in older patients with advanced cancer in China. Psychosomatic symptoms are highly interactive and often present as comorbidities. This network can be used to provide targeted interventions to optimize symptom management in older patients with advanced cancer in China. TRIAL REGISTRATION Chinese Clinical Trial Registry (ChiCTR1900024957), registered on 06/12/2020.
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Affiliation(s)
- Mo Tang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Zhongge Su
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Yi He
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Ying Pang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Yuhe Zhou
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Yu Wang
- Department of Breast Cancer Radiotherapy, Chinese Academy of Medical Sciences, Cancer Hospital, Shanxi Medical University, Taiyuan, China
| | - Yongkui Lu
- The Fifth Department of Chemotherapy, The Affiliated Cancer Hospital of Guangxi Medical University, Guangxi Zhuang Autonomous Region, Nanning, China
| | - Yu Jiang
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xinkun Han
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Lihua Song
- Department of Breast Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Liping Wang
- Department of Oncology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zimeng Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Xiaojun Lv
- Department of Oncology, Xiamen Humanity Hospital, Xiamen, China
| | - Yan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Juntao Yao
- Department of Integrated Chinese and Western Medicine, Shaanxi Provincial Cancer Hospital Affiliated to Medical College of Xi'an Jiaotong University, Xi'an, China
| | - Xiaohong Liu
- Department of Clinical Spiritual Care, The Affiliated Cancer Hospital of Xiangya School of Medicine, Hunan Cancer Hospital, Central South University, Changsha, China
| | - Xiaoyi Zhou
- Radiotherapy Center, Hubei Cancer Hospital, Wuhan, China
| | - Shuangzhi He
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Yening Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Lili Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Jinjiang Li
- Department of Psycho-oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Bingmei Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China
| | - Lili Tang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Psycho-oncology, Peking University Cancer Hospital & Institute, Fu-Cheng Road 52, Hai-Dian District, Beijing, 100142, China.
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Salmani H, Nasiri S, Ahmadi M. The advantages, disadvantages, threats, and opportunities of electronic patient-reported outcome systems in cancer: A systematic review. Digit Health 2024; 10:20552076241257146. [PMID: 38812853 PMCID: PMC11135117 DOI: 10.1177/20552076241257146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 05/07/2024] [Indexed: 05/31/2024] Open
Abstract
Objective Electronic patient-reported outcome (ePRO) systems hold promise for revolutionizing communication between cancer patients and healthcare providers across various care settings. This systematic review explores the multifaceted landscape of ePROs in cancer care, encompassing their advantages, disadvantages, potential risks, and opportunities for improvement. Methods In our systematic review, we conducted a rigorous search in Scopus, Web of Science, and PubMed, employing comprehensive medical subject heading terms for ePRO and cancer, with no date limitations up to 2024. Studies were critically appraised and thematically analyzed based on inclusion and exclusion criteria, including considerations of advantages, disadvantages, opportunities, and threats. Findings Analyzing 85 articles revealed 69 themes categorized into four key areas. Advantages (n = 14) were dominated by themes like "improved quality of life and care." Disadvantages (n = 26) included "limited access and technical issues." Security concerns and lack of technical skills were prominent threats (n = 10). Opportunities (n = 19) highlighted advancements in symptom management and potential solutions for technical challenges. Conclusion This review emphasizes the crucial role of continuous exploration, integration, and innovation in ePRO systems for optimizing patient outcomes in cancer care. Beyond traditional clinical settings, ePROs hold promise for applications in survivorship, palliative care, and remote monitoring. By addressing existing limitations and capitalizing on opportunities, ePROs can empower patients, enhance communication, and ultimately improve care delivery across the entire cancer care spectrum.
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Affiliation(s)
- Hosna Salmani
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Somayeh Nasiri
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Ahmadi
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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Haniuda Y, Tsubaki M, Ito Y. Evaluating the Usability of Electronic Patient-Reported Outcome Apps: Comment on a Symptom Management Platform for Outpatients With Advanced Cancer. JMIR Form Res 2023; 7:e42153. [PMID: 37548992 PMCID: PMC10442726 DOI: 10.2196/42153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 07/27/2023] [Indexed: 08/08/2023] Open
Affiliation(s)
- Yu Haniuda
- Department of Emergency Nursing, Kitasato University Hospital, Kanagawa, Japan
| | | | - Yoshiyasu Ito
- College of Nursing Art and Science, University of Hyogo, Hyogo, Japan
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11
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Tang L, He Y, Pang Y, Su Z, Zhou Y, Wang Y, Lu Y, Jiang Y, Han X, Song L, Wang L, Li Z, Lv X, Wang Y, Yao J, Liu X, Zhou X, He S, Zhang Y, Song L, Li J, Wang B. Suicidal Ideation in Advanced Cancer Patients without Major Depressive Disorder. Psychooncology 2022; 31:1941-1950. [DOI: 10.1002/pon.6033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 09/03/2022] [Accepted: 09/13/2022] [Indexed: 11/09/2022]
Affiliation(s)
- Lili Tang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Yi He
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Ying Pang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Zhongge Su
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Yuhe Zhou
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Yu Wang
- Department of Breast Cancer Radiotherapy Shanxi Provincial Cancer Hospital Taiyuan China
| | - Yongkui Lu
- The Fifth Department of Chemotherapy The Affiliated Cancer Hospital of Guangxi Medical University Nanning Guangxi Zhuang Autonomous Region China
| | - Yu Jiang
- Department of Medical Oncology Cancer Center West China Hospital Sichuan University Chengdu China
| | - Xinkun Han
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Lihua Song
- Department of Breast Cancer Internal Medicine Shandong Cancer Hospital and Institute Shandong First Medical University and Shandong Academy of Medical Sciences Jinan China
| | - Liping Wang
- Department of Oncology the First Affiliated Hospital of Zhengzhou University Zhengzhou China
| | - Zimeng Li
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Xiaojun Lv
- Department of Oncology Xiamen Humanity Hospital Xiamen China
| | - Yan Wang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Juntao Yao
- Department of Integrated Chinese and Western Medicine Shaanxi Cancer Hospital Affiliated to Medical College of Xi'an Jiaotong University Xi'an China
| | - Xiaohong Liu
- Hunan Cancer Hospital/ The Affiliated Cancer Hospital of Xiangya School of Medicine Central South University Changsha China
| | - Xiaoyi Zhou
- Radiotherapy Center Hubei Cancer Hospital Wuhan China
| | - Shuangzhi He
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Yening Zhang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Lili Song
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
| | - Jinjiang Li
- Department of Psycho‐oncology Shandong Cancer Hospital and Institute Shandong First Medical University and Shandong Academy of Medical Sciences Jinan China
| | - Bingmei Wang
- Key laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Department of Psycho‐oncology Peking University Cancer Hospital & Institute Beijing China
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