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De la Torre-Aláez M, Matilla A, Varela M, Iñarrairaegui M, Reig M, Lledó JL, Arenas JI, Lorente S, Testillano M, Márquez L, Iserte G, Argemí J, Gómez-Martin C, Rodríguez-Fraile M, Bilbao JI, Pollock RF, Pöhlmann J, Agirrezabal I, Sangro B. Health-related quality of life in patients with unresectable hepatocellular carcinoma treated with SIRT and nivolumab: a sub-analysis of the NASIR-HCC trial. J Patient Rep Outcomes 2025; 9:39. [PMID: 40198533 PMCID: PMC11978598 DOI: 10.1186/s41687-025-00873-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 03/28/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND The health-related quality of life (HRQoL) impact of therapies for hepatocellular carcinoma (HCC) influences decision-making and treatment outcomes. The present study reports HRQoL results from NASIR-HCC, a single-arm study of selective internal radiation therapy (SIRT) with Y90 resin microspheres followed by nivolumab for unresectable HCC. METHODOLOGY Participants completed the EQ-5D-3 L, EQ-VAS, and FACT-Hep at baseline and on the first day of each nivolumab cycle. Linear mixed-effect models were used to calculate changes in outcomes in participants with the baseline and ≥ 1 follow-up measurement. Changes were assessed for clinical meaningfulness versus published minimally important differences. RESULTS Thirty-two patients from NASIR-HCC were included. Completion rates exceeded 70% at 62% of time points. Across EQ-5D-3 L domains, minimal changes were reported. Most patients had no problems at almost all time points. Mean index values were 0.864 at baseline and 0.763 in cycle 8, but this difference was not clinically meaningful. The small EQ-VAS increase, from 74.8 at baseline to 75.9 in cycle 8, was also not clinically meaningful. The various FACT scales remained stable, although transient but not clinically meaningful declines occurred for some scales. The median time to deterioration was 5.5 months for the FACT-Hep score. CONCLUSIONS Combining SIRT with nivolumab did not compromise HRQoL in patients with unresectable HCC. Study results were limited by the small number of patients but, combined with the previously reported clinical outcomes, suggested that the treatment combination deserves further consideration in this difficult-to-treat population. TRIAL REGISTRATION NUMBER/DATE OF REGISTRATION NCT03380130. First submitted on 2017-10-20; https://clinicaltrials.gov/study/NCT03380130 .
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Affiliation(s)
- Manuel De la Torre-Aláez
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Madrid, Spain
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
| | - Ana Matilla
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Digestive Diseases Service, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - María Varela
- Liver Unit, Hospital Universitario Central de Asturias, IUOPA, ISPA, Universidad de Oviedo, Oviedo, FINBA, Spain
| | - Mercedes Iñarrairaegui
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Liver Unit and HPB Oncology Area, Clinica Universidad de Navarra, Pamplona, Spain
| | - María Reig
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Liver Oncology Unit, Liver Unit, ICMDM, Hospital Clinic, Barcelona, Spain
- BCLC Group, IDIBAPS, Universidad de Barcelona, Barcelona, Spain
| | - José Luis Lledó
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Gastroenterology and Hepatology Service, Hospital Universitario Ramon y Cajal, IRYCIS, Universidad de Alcalá, Madrid, Spain
| | | | - Sara Lorente
- Liver Unit, Hospital Clínico Lozano Blesa, Zaragoza, Spain
| | | | - Laura Márquez
- Digestive Diseases Service, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Gemma Iserte
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Liver Oncology Unit, Liver Unit, ICMDM, Hospital Clinic, Barcelona, Spain
- BCLC Group, IDIBAPS, Universidad de Barcelona, Barcelona, Spain
| | - Josepmaria Argemí
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Liver Unit and HPB Oncology Area, Clinica Universidad de Navarra, Pamplona, Spain
| | | | | | - José I Bilbao
- Interventional Radiology, Clínica Universidad de Navarra, Pamplona, Spain
| | - Richard F Pollock
- Covalence Research Ltd, Rivers Lodge, West Common, Harpenden, AL5 2JD, UK
| | - Johannes Pöhlmann
- Covalence Research Ltd, Rivers Lodge, West Common, Harpenden, AL5 2JD, UK.
| | | | - Bruno Sangro
- Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Madrid, Spain
- Centro de Investigación Biomédica en Red de Efermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
- Liver Unit and HPB Oncology Area, Clinica Universidad de Navarra, Pamplona, Spain
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Marzorati C, Voskanyan V, Sala D, Grasso R, Borgogni F, Pietrobon R, van der Heide I, Engelaar M, Bos N, Caraceni A, Couspel N, Ferrer M, Groenvold M, Kaasa S, Lombardo C, Sirven A, Vachon H, Gilbert A, Brunelli C, Apolone G, Pravettoni G. Psychosocial factors associated with quality of life in cancer patients undergoing treatment: an umbrella review. Health Qual Life Outcomes 2025; 23:31. [PMID: 40188134 PMCID: PMC11971742 DOI: 10.1186/s12955-025-02357-z] [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: 12/13/2024] [Accepted: 03/10/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Cancer treatment greatly impacts physical and psychological functioning of cancer patients, negatively affecting their quality of life (QoL). This Umbrella Review (UR) aims to systematically summarize psychological and social factors positively or negatively associated with QoL in cancer patients undergoing treatment. METHOD Four scientific databases (PubMed, Embase, Scopus, and PsycInfo) were searched to identify systematic reviews between 2012 and 2023 analyzing the relationship between QoL and psychosocial factors in cancer patients in treatment. The UR was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and Joanna Briggs Institute (JBI) review guidelines. The methodological quality of the included studies was evaluated using Assessment of Multiple Systematic Reviews 2 (AMSTAR2). RESULTS Eighteen systematic reviews were included. The major psychological factors influencing QoL are depression, coping strategies, anxiety, and distress. Results also demonstrate the significant impact of social factors on QoL: perceived social support has a positive influence on QoL of cancer patients, while lowered social support, impaired social functioning, interactions, and role limitations worsen their QoL and overall well-being. CONCLUSION This UR provides a comprehensive overview of the psychosocial factors impacting QoL of cancer patients and serves as a prominent base for developing questionnaires and policies aimed at measuring QoL in cancer patients undergoing treatment. Moreover, the findings of the study can guide future research or the development of personalized clinical interventions aimed at improving QoL for this cancer population group.
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Affiliation(s)
- Chiara Marzorati
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy.
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
| | - Viktorya Voskanyan
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Diana Sala
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Roberto Grasso
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Federico Borgogni
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Iris van der Heide
- Nivel, Netherlands Institute for Health Services Research, Postbus 1568, Utrecht, 3500 BN, The Netherlands
| | - Merel Engelaar
- Nivel, Netherlands Institute for Health Services Research, Postbus 1568, Utrecht, 3500 BN, The Netherlands
| | - Nanne Bos
- Nivel, Netherlands Institute for Health Services Research, Postbus 1568, Utrecht, 3500 BN, The Netherlands
| | - Augusto Caraceni
- Dipartimento Di Scienze Cliniche E Di Comunità, Università Degli Studi Di Milano, Milan, Italy
| | | | - Montse Ferrer
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
- CIBER de Epidemiología y Salud Pública CIBERESP, Instituto de Salud Carlos III, Madrid, Spain
| | - Mogens Groenvold
- Department of Public Health, Bispebjerg Hospital and University of Copenhagen, Copenhagen, Denmark
| | - Stein Kaasa
- Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Claudio Lombardo
- OECI-EEIG Organisation of European Cancer Institutes - European Economic Interest Grouping, Brussels, Belgium
| | | | | | - Alexandra Gilbert
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
- James's University Hospital, Leeds, UK
| | - Cinzia Brunelli
- Palliative Care, Pain Therapy and Rehabilitation Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori Di Milano, Milan, Italy
| | - Giovanni Apolone
- Scientific Directorate, Fondazione Istituto Di Ricovero E Cura a Carattere Scientifico, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - Gabriella Pravettoni
- Applied Research Division for Cognitive and Psychological Science, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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Cai Y, Li J, Bi L, Wang L, Han J. Symptom Cluster Trajectories Among Patients With Hepatocellular Carcinoma After Partial Hepatectomy: A Longitudinal Study. J Clin Nurs 2024. [PMID: 39668491 DOI: 10.1111/jocn.17624] [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: 01/19/2024] [Revised: 07/09/2024] [Accepted: 11/26/2024] [Indexed: 12/14/2024]
Abstract
AIMS To investigate types of symptom clusters in patients with hepatocellular carcinoma after partial hepatectomy and explore symptom cluster trajectories over time. DESIGN A longitudinal observational study was conducted. METHODS Symptoms of patients with hepatocellular carcinoma were assessed on the second day, seventh day, third week, fourth week and twelfth week post-operation using the MD Anderson Symptom Assessment Inventory and the Symptom Module for Primary Liver Cancer. Symptom clusters were extracted using exploratory factor analysis, and symptom cluster trajectories were analysed using a latent class growth model. RESULTS Two hundred and thirty patients with hepatocellular carcinoma completed the five-point investigation after partial hepatectomy. Three symptom clusters were identified: general somatic, psychological and liver impairment. Each symptom cluster was further categorised into three groups: severe, moderate and low. The severity of the three symptom clusters and subgroups decreased over time. CONCLUSION Three symptom clusters were identified in patients who underwent partial hepatectomy for hepatocellular carcinoma, and symptom cluster trajectories decreased over time during the 12-week postoperative period. These findings will assist healthcare professionals in providing prompt symptom management and improve patient quality of life. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE Healthcare professionals should evaluate symptom clusters and their trajectories in patients with hepatocellular carcinoma after partial hepatectomy. REPORTING METHOD This report was prepared in accordance with the Guidelines for Reporting Cohort Research. PATIENT OR PUBLIC CONTRIBUTION Hepatobiliary surgery nurses worked closely with the research team to ensure the questionnaires were fully assessed before being sent to patients. The active participation of patients provided valuable information for the study. TRIAL REGISTRATION Chinese Clinical Trial Registry (ChiCTR2400084232).
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Affiliation(s)
- Yanxiu Cai
- School of Nursing, Xuzhou Medical University, Xuzhou, China
- Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Jing Li
- Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Liuna Bi
- School of Nursing, Xuzhou Medical University, Xuzhou, China
| | - Linlin Wang
- School of Nursing, Xuzhou Medical University, Xuzhou, China
| | - Jing Han
- School of Nursing, Xuzhou Medical University, Xuzhou, China
- Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
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You XM, Lu FC, Li FR, Zhao FJ, Huo RR. Dynamics trajectory of patient-reported quality of life and its associated risk factors among hepatocellular carcinoma patients receiving immune checkpoint inhibitors: a prospective cohort study. Front Immunol 2024; 15:1463655. [PMID: 39559352 PMCID: PMC11570585 DOI: 10.3389/fimmu.2024.1463655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 10/16/2024] [Indexed: 11/20/2024] Open
Abstract
Objective We aimed to characterize quality of life (QOL) trajectories among patients with intermediate and advanced hepatocellular carcinoma patients treated with immunotherapy. Methods Barcelona Clinic Liver Cancer (BCLC) stage B-C HCC patients receiving immunotherapy at Guangxi Medical University Cancer Hospital were included. Trajectories of QOL, assessed using the Functional Assessment of Cancer Therapy-Hepatobiliary (FACT-Hep) questionnaire, were identified through iterative estimations of group-based trajectory models. Associations with trajectory group membership were analyzed using multivariable multinomial logistic regression. Results Three trajectory groups were identified (n=156): excellent (35.3%), poor (43.6%), and deteriorating (21.1%) QOL. The deteriorating trajectory group reported a mean QOL score of 124.79 (95% CI, 116.58-133.00), but then declined significantly at month-2 (estimated QOL score 98.67 [95% CI, 84.33-113.00]), and the lowest mean score is reached at month-6 (estimated QOL score 16.58 [95% CI, 0-46.07]). Factors associated with membership to the deteriorating group included no drinking (odds ratio [OR] vs yes [95% CI], 3.70 [1.28-11.11]), no received radiotherapy (OR vs yes [95% CI], 8.33 [1.41-50.00]), diabetes (OR vs no [95% CI], 6.83 [1.57-29.73]), and extrahepatic metastasis (OR vs no [95% CI], 3.08 [1.07-8.87]). Factors associated with membership to the poor group also included body mass index ≤24.0 kg/m2 (OR vs no [95% CI], 4.49 [1.65-12.22]). Conclusions This latent-class analysis identified a high-risk cluster of patients with severe, persistent post-immunotherapy QOL deterioration. Screening relevant patient-level characteristics may inform tailored interventions to mitigate the detrimental impact of immunotherapy and preserve QOL.
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Affiliation(s)
- Xue-Mei You
- Hepatobiliary Surgery Department, Guangxi Medical University Cancer Hospital, Nanning, China
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University), Ministry of Education, Nanning, China
- Guangxi Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Nanning, China
| | - Fei-Chen Lu
- Medical Imaging Department, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Fan-Rong Li
- Hepatobiliary Surgery Department, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Feng-Juan Zhao
- Head and Neck Surgery Department, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Rong-Rui Huo
- Department of Experimental Research, Guangxi Medical University Cancer Hospital, Nanning, China
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Zhao FJ, Huo RR, Li FR, You XM. Associations of tumor-related psychiatric symptoms and healthy behaviors with dynamic quality of life after hepatocellular carcinoma hepatectomy. Support Care Cancer 2024; 32:589. [PMID: 39141259 PMCID: PMC11324778 DOI: 10.1007/s00520-024-08790-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 08/06/2024] [Indexed: 08/15/2024]
Abstract
OBJECTIVE To assess the independent and combined associations of tumor-related psychiatric symptoms (TRPS) with dynamic health-related quality of life (HRQL) in patients with hepatocellular carcinoma (HCC) after hepatectomy and to identify related patterns of health behaviors. METHODS This prospective study included patients with HCC who underwent hepatectomy between September 2021 and May 2022. Independent and combined associations between TRPS and HRQL were identified by generalized linear model and weighted quantile sum model, respectively. Trajectories of HRQL were identified by latent class mixed model. RESULTS Among the 205 patients, 174 (84.9%) were male. For the outcome of HRQL at 6 months: Anxiety, depression, fatigue, and sleep disorder were independently associated with a decrease of HRQL (all P < 0.05). A negative combined effect of TRPS was also found (β = - 5.07, 95% CI, - 10.01 to - 0.13), with depression emerged as the predominant contributor (49%). The health behaviors of body mass index, smoking, drinking, or physical exercise were not significantly modified the associations between combined TRPS and HRQL (all P > 0.05 for interaction). Similar results were also found for the HRQL at baseline and at 1 and 3 months. Three HRQL trajectory groups were identified: recover (44.9%), poor (44.4%), and deteriorating (10.7%). Deteriorating group was associated with higher incidence of TRPS (all P < 0.05). CONCLUSIONS TRPS were associated with a decrease of HRQL regardless of healthy behaviors in HCC patients. Therefore, healthy behaviors promotion alone might not substantially increase HRQL associated with TRPS, and other measures tackling TRPS are warranted.
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Affiliation(s)
- Feng-Juan Zhao
- Guangxi Medical University Cancer Hospital, Nanning, China
| | - Rong-Rui Huo
- Guangxi Medical University Cancer Hospital, Nanning, China
| | - Fan-Rong Li
- Guangxi Medical University Cancer Hospital, Nanning, China
| | - Xue-Mei You
- Guangxi Medical University Cancer Hospital, Nanning, China.
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University), Ministry of Education, Nanning, China.
- Guangxi Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Nanning, China.
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Qin S, Fang W, Ren Z, Ou S, Lim HY, Zhang F, Lee KC, Choi HJ, Tong J, Tao M, Xu A, Cheng A, Lu CH, Chiu CF, Abdul Wahid MI, Kamble S, Norquist JM, Zhong W, Li C, Chen Z. A Phase 3 Study of Pembrolizumab versus Placebo for Previously Treated Patients from Asia with Hepatocellular Carcinoma: Health-Related Quality of Life Analysis from KEYNOTE-394. Liver Cancer 2024; 13:389-400. [PMID: 39114760 PMCID: PMC11305669 DOI: 10.1159/000535338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 09/13/2023] [Indexed: 08/10/2024] Open
Abstract
Introduction KEYNOTE-394 showed pembrolizumab significantly improved overall survival, progression-free survival, and objective response rate with manageable safety versus placebo for patients from Asia with previously treated advanced hepatocellular carcinoma. We present results on health-related quality of life (HRQoL). Methods HRQoL was evaluated using the EORTC Quality of Life Questionnaire-Core 30 (EORTC QLQ-C30) and EuroQol-5D-3L (EQ-5D-3L) questionnaires. Key HRQoL endpoints were least squares mean (LSM) score changes from baseline to week 12 and time to deterioration (TTD) for EORTC QLQ-C30 global health status (GHS)/QoL. p values were one-sided and nominal without adjustment for multiplicity. Results The HRQoL population included patients randomly assigned to pembrolizumab (n = 298) and placebo (n = 152). From baseline to week 12, a greater decline in EORTC QLQ-C30 GHS/QoL score was observed with placebo (LSM, -8.4; 95% CI: -11.7 to -5.1) versus pembrolizumab (-4.0; 95% CI: -6.4 to -1.6; difference vs. placebo: 4.4; 95% CI: 0.5-8.4; nominal p = 0.0142). Similarly, a greater decline in the EQ-5D-3L visual analog scale score was observed with placebo (-6.9; 95% CI: -9.4 to -4.5) versus pembrolizumab (-2.7; 95% CI: -4.5 to -1.0; difference vs. placebo: 4.2; 95% CI: 1.2-7.2; nominal p = 0.0030). TTD in EORTC QLQ-C30 GHS/QoL score was similar between arms (hazard ratio, 0.85; 95% CI: 0.58-1.25; nominal p = 0.1993). Conclusion Patients receiving placebo showed a greater decline in HRQoL than those receiving pembrolizumab. Combined with efficacy and safety data from KEYNOTE-394 and the global KEYNOTE-240 and KEYNOTE-224 trials, our data support the clinically meaningful benefit and manageable tolerability of pembrolizumab as second-line therapy for patients with advanced hepatocellular carcinoma.
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Affiliation(s)
- Shukui Qin
- GI Cancer Center, Nanjing Tianyinshan Hospital, Nanjing, China
| | - Weijia Fang
- The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Zhenggang Ren
- Zhongshan Hospital, Fudan University, Shanghai, China
| | | | - Ho Yeong Lim
- Samsung Medical Center, Seoul, Republic of Korea
| | | | - Kin Chung Lee
- Pamela Youde Nethersole Eastern Hospital, Chai Wan, Hong Kong SAR
| | - Hye Jin Choi
- Severance Hospital Yonsei University Health System, Seoul, Republic of Korea
| | | | - Min Tao
- The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Aibing Xu
- Nantong Tumor Hospital, Nantong, China
| | - Ashley Cheng
- Princess Margaret Hospital, Kwai Chung, Hong Kong SAR
| | | | | | | | | | | | | | | | - Zhendong Chen
- The Second Affiliated Hospital of Anhui Medical University, Hefei, China
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Yang XM, Yang XY, Wang XY, Gu YX. Influence of transcatheter arterial embolization on symptom distress and fatigue in liver cancer patients. World J Gastrointest Oncol 2024; 16:810-818. [PMID: 38577467 PMCID: PMC10989373 DOI: 10.4251/wjgo.v16.i3.810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 12/22/2023] [Accepted: 02/07/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a prevalent malignancy, and transcatheter arterial embolization (TAE) has emerged as a pivotal therapeutic modality. However, TAE may induce symptom distress and fatigue, adversely affecting the quality of life of patients. AIM To investigate symptom distress, fatigue, and associated factors in HCC patients undergoing TAE. METHODS We used a cross-sectional design and purposive sampling to enroll HCC patients who underwent TAE at our institution from January to December 2022. Questionnaires were utilized to collect data on symptom distress and fatigue scores from the first to the third day after TAE. RESULTS Our study revealed a significant reduction in fatigue and symptom distress among patients after TAE. Pain, fatigue, insomnia, fever and abdominal distension were the most common symptoms troubling patients during the first 3 d post-TAE. Marital status, presence of family support, physical functional status, age, and symptom distress were identified as predictors of fatigue in patients. CONCLUSION Healthcare professionals should educate HCC patients on symptom distress and fatigue, offering personalized relief strategies to lessen their psychological burden.
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Affiliation(s)
- Xu-Min Yang
- Department of Nursing, The First Affiliated Hospital of Naval Medical University (Changhai Hospital), Shanghai 200433, China
| | - Xu-Yan Yang
- Department of Nursing, The First Affiliated Hospital of Naval Medical University (Changhai Hospital), Shanghai 200433, China
| | - Xin-Yu Wang
- Department of Thyroid, Breast and Vascular Surgery, Shanghai Fourth People’s Hospital Affiliated to Tongji University School of Medicine, Shanghai 200434, China
| | - Yue-Xia Gu
- Department of Nursing, Shanghai Fourth People’s Hospital Affiliated to Tongji University School of Medicine, Shanghai 200434, China
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Park JY, Kim MS, Ryu JM. Predictors of sleep quality components in patients undergoing transarterial chemoembolisation: a cross-sectional study. Support Care Cancer 2024; 32:149. [PMID: 38329591 DOI: 10.1007/s00520-024-08338-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 01/20/2024] [Indexed: 02/09/2024]
Abstract
PURPOSE Patients undergoing transarterial chemoembolisation experience postembolisation symptoms and interferences affecting sleep quality, which require intervention. The study aimed to identify the predictors of sleep quality components in patients undergoing transarterial chemoembolisation. METHODS This study included two groups of participants: 50 patients undergoing transarterial chemoembolisation and 45 nurses caring for them. Data were collected from September to November 2022 using a structured questionnaire, and analysed using descriptive statistics, the t-test, analysis of variance, Spearman's rank correlation, and multiple regression analysis using the SPSS 27.0 program (IBM Corp., Armonk, NY, USA). RESULTS The mean sleep quality score was 40.28±14.10. Heat sensation (t=-2.08, p=.043) and fatigue (t=-4.47, p<.001) predicted sleep fragmentation in 38.6% of the patients. Abdominal pain (t=-2.54, p=.014), vomiting (t=-2.21, p=.032), and the expected fatigue by the nurses (t=2.68, p=.014) predicted sleep length in 41.7% of patients. Abdominal pain (t=-2.05, p=.046) explained 42.9% of sleep depth. CONCLUSION Based on the predictors of sleep quality components obtained in this study, strategies to improve sleep quality tailored to patients undergoing transarterial chemoembolisation should be developed. This study highlighted the need to bridge the gap between patients' and nurses' expected fatigue and its contribution to sleep fragmentation and sleep length. It also highlighted the importance of noncontact temperature measurement, controlling vomiting, and pain relief for improving sleep length in patients undergoing transarterial chemoembolisation.
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Affiliation(s)
- Ji Young Park
- Gastrointestinal Surgery Ward, Pusan National University Hospital, Busan, South Korea
| | - Myoung Soo Kim
- Department of Nursing, Pukyong National University, 599-1, Daeyeon 3 dong, Namgu, Busan, 48513, South Korea.
| | - Jung Mi Ryu
- Department of Nursing, Busan Institute of Science and Technology, Busan, South Korea
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Gupta A, Zorzi J, Ho WJ, Baretti M, Azad NS, Griffith P, Dao D, Kim A, Philosophe B, Georgiades C, Kamel I, Burkhart R, Liddell R, Hong K, Shubert C, Lafaro K, Meyer J, Anders R, Burns III W, Yarchoan M. Relationship of Hepatocellular Carcinoma Stage and Hepatic Function to Health-Related Quality of Life: A Single Center Analysis. Healthcare (Basel) 2023; 11:2571. [PMID: 37761768 PMCID: PMC10531156 DOI: 10.3390/healthcare11182571] [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: 08/04/2023] [Revised: 09/14/2023] [Accepted: 09/15/2023] [Indexed: 09/29/2023] Open
Abstract
Health-related quality of life (HRQoL) is known to be an important prognostic indicator and clinical endpoint for patients with hepatocellular carcinoma (HCC). However, the correlation of the Barcelona Clinic Liver Cancer (BCLC) stage with HRQoL in HCC has not been previously studied. We examined the relationship between BCLC stage, Child-Pugh (CP) score, and Eastern Cooperative Oncology Group (ECOG) performance status on HRQoL for patients who presented at a multidisciplinary liver cancer clinic. HRQoL was assessed using the Functional Assessment of Cancer Therapy-Hepatobiliary (FACT-Hep) questionnaire. Fifty-one patients met our inclusion criteria. The FACT-Hep total and subscales showed no significant association with BCLC stages (p = 0.224). Patients with CP B had significantly more impairment in FACT-Hep than patients with CP A. These data indicate that in patients with HCC, impaired liver function is associated with reduced quality of life, whereas the BCLC stage poorly correlates with quality of life metrics. Impairment of quality of life is common in HCC patients and further studies are warranted to determine the impact of early supportive interventions on HRQoL and survival outcomes.
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Affiliation(s)
- Amol Gupta
- The Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins Hospital, Baltimore, MD 21287, USA; (J.Z.); (W.J.H.); (M.B.); (N.S.A.); (P.G.); (D.D.); (A.K.); (B.P.); (C.G.); (I.K.); (R.B.); (R.L.); (K.H.); (C.S.); (K.L.); (J.M.); (R.A.); (W.B.III); (M.Y.)
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10
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Serna CDDLRDL, Drury A, Oldenmenger WH, Kelly D, Kotronoulas G. A Delphi Study of Core Patient-Reported Outcomes for Advanced Renal Cell Carcinoma and Advanced Hepatocellular Carcinoma. Semin Oncol Nurs 2023; 39:151409. [PMID: 37012164 DOI: 10.1016/j.soncn.2023.151409] [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: 12/29/2022] [Accepted: 03/02/2023] [Indexed: 04/04/2023]
Abstract
OBJECTIVES There is little research to help health care professionals understand what patient outcomes are considered a priority in advanced liver or kidney cancer. Knowing what is important to patients can help promote person-centered approaches to treatment and disease management. The aim of this study was to identify those patient-reported outcomes (PROs) that patients, carers, and health care professionals consider as "core" when providing care to those with advanced liver or kidney cancer. DATA SOURCES A three-round Delphi study was undertaken to ask experts by profession or experience to rank PROs identified from a previous literature review. Fifty-four experts, including people living with advanced liver or kidney cancer (44.4%), family members and caregivers (9.3%), and health care professionals (46.8%), reached consensus on 49 PROs including 12 new items (eg, palpitations, hopefulness, or social isolation). Items with the highest rate of consensus included quality of life, pain, mental health, and capacity to do daily activities. CONCLUSION People living with advanced liver or kidney cancer experience complex health care needs. Some important outcomes were not actually captured in practice in this population and were suggested as part of this study. There are discrepancies between the views of health care professionals, patients, and family in what is important, highlighting the need of using measures to facilitate communication. IMPLICATIONS FOR NURSING PRACTICE Identification of priority PROs reported here will be key to facilitate more focused patient assessments. The actual use of measures in cancer nursing practice to allow monitoring of PROs must be tested for feasibility and usability.
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Affiliation(s)
| | - Amanda Drury
- Associate Professor, School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, Ireland
| | - Wendy H Oldenmenger
- Assistant Professor, Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, Netherlands
| | - Daniel Kelly
- Professor, Cardiff University, School of Healthcare Sciences, Cardiff, United Kingdom
| | - Grigorios Kotronoulas
- Reader, School of Medicine, Dentistry & Nursing, University of Glasgow, Glasgow, United Kingdom.
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11
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Fang C, Markuzon N, Patel N, Rueda JD. Natural Language Processing for Automated Classification of Qualitative Data From Interviews of Patients With Cancer. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:1995-2002. [PMID: 35840523 DOI: 10.1016/j.jval.2022.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 05/19/2022] [Accepted: 06/12/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES This study sought to explore the use of novel natural language processing (NLP) methods for classifying unstructured, qualitative textual data from interviews of patients with cancer to identify patient-reported symptoms and impacts on quality of life. METHODS We tested the ability of 4 NLP models to accurately classify text from interview transcripts as "symptom," "quality of life impact," and "other." Interview data sets from patients with hepatocellular carcinoma (HCC) (n = 25), biliary tract cancer (BTC) (n = 23), and gastric cancer (n = 24) were used. Models were cross-validated with transcript subsets designated for training, validation, and testing. Multiclass classification performance of the 4 models was evaluated at paragraph and sentence level using the HCC testing data set and analyzed by the one-versus-rest technique quantified by the receiver operating characteristic area under the curve (ROC AUC) score. RESULTS NLP models accurately classified multiclass text from patient interviews. The Bidirectional Encoder Representations from Transformers model generally outperformed all other models at paragraph and sentence level. The highest predictive performance of the Bidirectional Encoder Representations from Transformers model was observed using the HCC data set to train and BTC data set to test (mean ROC AUC, 0.940 [SD 0.028]), with similarly high predictive performance using balanced and imbalanced training data sets from BTC and gastric cancer populations. CONCLUSIONS NLP models were accurate in predicting multiclass classification of text from interviews of patients with cancer, with most surpassing 0.9 ROC AUC at paragraph level. NLP may be a useful tool for scaling up processing of patient interviews in clinical studies and, thus, could serve to facilitate patient input into drug development and improving patient care.
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Affiliation(s)
- Chao Fang
- Oncology Biometrics ML/AI, AstraZeneca, Waltham, MA, USA
| | | | - Nikunj Patel
- US Medical Affairs, AstraZeneca, Gaithersburg, MD, USA
| | - Juan-David Rueda
- Oncology Market Access and Pricing, AstraZeneca, Gaithersburg, MD, USA
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12
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Diez de Los Rios de la Serna C, Kotronoulas G, Drury A, Oldenmenger W, Kelly D. A rapid review of patient-reported outcomes investigated in the context of advanced renal cell cancer or advanced hepatocellular cancer. Eur J Oncol Nurs 2022; 63:102241. [PMID: 36821884 DOI: 10.1016/j.ejon.2022.102241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 10/05/2022] [Accepted: 11/10/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Patient-reported outcomes (PROs) are key indicators of health status and functioning, coming directly from the patient. Comprehensive monitoring of PROs enables implementation of person-centred care. Currently, the PROs that patients with advanced renal cell carcinoma (RCC) or hepatocellular carcinoma (HCC) consider of greatest importance remains unknown. METHODS A rapid literature review was carried out to identify PROs commonly reported in clinical studies of patients with advanced RCC/HCC. We searched MEDLINE, CINAHL & PsycInfo for relevant peer-reviewed publications in the period from 2000 to 2021. Pre-specified selection criteria were applied to all retrieved records. Findings were integrated into a narrative synthesis. RESULTS Eighty-one studies met our selection criteria and were retained. Most research was on advanced RCC (n = 64, 79%); 46 studies (57%) were drug trials. Only twenty-six studies (32%) employed PROs as their primary endpoint. Most PROs concerned physical symptoms (45% RCC, 54% HCC) and emotional wellbeing (19% RCC, 16% HCC). The most common outcome measured was quality of life (65% of the total), followed by fatigue (62%) and pain (54%). Whether selection of these PROs was patient-driven was not reported. CONCLUSIONS A wide range of PROs were assessed. Deficits in PROs often cause patients to seek out help; however, which PROs matter the most to people with advanced RCC/HCC must be further clarified. Targeting, monitoring, and responding to the 'right' PROs can enhance provision of person-centred care in advanced RCC/HCC and augment the clinical efficacy of established and emerging targeted therapies.
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Affiliation(s)
| | - Grigorios Kotronoulas
- School of Medicine, Dentistry & Nursing, University of Glasgow, Glasgow, United Kingdom
| | - Amanda Drury
- School of Nursing Midwifery and Health Systems, University College Dublin, Dublin, Ireland
| | - Wendy Oldenmenger
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Netherlands
| | - Daniel Kelly
- Cardiff University - School of Healthcare Sciences, Cardiff, United Kingdom
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13
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Norman EML, Weil J, Philip J. Hepatocellular carcinoma and its impact on quality of life: A review of the qualitative literature. Eur J Cancer Care (Engl) 2022; 31:e13672. [PMID: 35974658 PMCID: PMC9786637 DOI: 10.1111/ecc.13672] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 07/08/2022] [Accepted: 07/28/2022] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Hepatocellular carcinoma (HCC) carries significant burden of disease, with high mortality rates and poor prognosis. It is therefore important to consider quality of life (QoL) for patients with HCC. Quantitative research assesses HCC and QoL via standardised measurement tools, but these do not capture the full scope of patient experiences. This review examines the body of qualitative research on this topic, to develop a comprehensive understanding of QoL for this population. METHODS Medline, EMBASE and PsycINFO were systematically searched with keywords relating to HCC, QoL and patient experience. After applying inclusion and exclusion criteria, key findings of included studies were extracted and analysed for themes. RESULTS Eleven studies were included for thematic analysis, with five themes identified as central to QoL: (1) burden of physical symptoms and treatment side effects; (2) psychological impact and coping strategies; (3) social function and stigma; (4) spiritual wellbeing, sense of self and meaning of illness and (5) pervasive uncertainty. CONCLUSION HCC profoundly impacted patients' lives, spanning physical, psychological, social and spiritual QoL domains. While QoL was reduced overall, some features of patient experiences that enhanced QoL were noted. The findings complement data from quantitative studies, helping to build a richer understanding of QoL.
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Affiliation(s)
- Eleanor M. L. Norman
- Palliative Nexus Group, Department of MedicineUniversity of Melbourne at St Vincent's HospitalMelbourneAustralia
| | - Jennifer Weil
- Palliative Nexus Group, Department of MedicineUniversity of Melbourne at St Vincent's HospitalMelbourneAustralia
| | - Jennifer Philip
- Palliative Nexus Group, Department of MedicineUniversity of Melbourne at St Vincent's HospitalMelbourneAustralia
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14
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Park HY, Suh CH, Woo S, Kim PH, Kim KW. Quality Reporting of Systematic Review and Meta-Analysis According to PRISMA 2020 Guidelines: Results from Recently Published Papers in the Korean Journal of Radiology. Korean J Radiol 2022; 23:355-369. [PMID: 35213097 PMCID: PMC8876652 DOI: 10.3348/kjr.2021.0808] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/26/2021] [Accepted: 12/21/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate the completeness of the reporting of systematic reviews and meta-analyses published in a general radiology journal using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. MATERIALS AND METHODS Twenty-four articles (systematic review and meta-analysis, n = 18; systematic review only, n = 6) published between August 2009 and September 2021 in the Korean Journal of Radiology were analyzed. Completeness of the reporting of main texts and abstracts were evaluated using the PRISMA 2020 statement. For each item in the statement, the proportion of studies that met the guidelines' recommendation was calculated and items that were satisfied by fewer than 80% of the studies were identified. The review process was conducted by two independent reviewers. RESULTS Of the 42 items (including sub-items) in the PRISMA 2020 statement for main text, 24 were satisfied by fewer than 80% of the included articles. The 24 items were grouped into eight domains: 1) assessment of the eligibility of potential articles, 2) assessment of the risk of bias, 3) synthesis of results, 4) additional analysis of study heterogeneity, 5) assessment of non-reporting bias, 6) assessment of the certainty of evidence, 7) provision of limitations of the study, and 8) additional information, such as protocol registration. Of the 12 items in the abstract checklists, eight were incorporated in fewer than 80% of the included publications. CONCLUSION Several items included in the PRISMA 2020 checklist were overlooked in systematic review and meta-analysis articles published in the Korean Journal of Radiology. Based on these results, we suggest a double-check list for improving the quality of systematic reviews and meta-analyses. Authors and reviewers should familiarize themselves with the PRISMA 2020 statement and check whether the recommended items are fully satisfied prior to publication.
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Affiliation(s)
- Ho Young Park
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Chong Hyun Suh
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
| | - Sungmin Woo
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Pyeong Hwa Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyung Won Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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15
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Verma M, Paik JM, Younossi I, Tan D, Abdelaal H, Younossi ZM. The impact of hepatocellular carcinoma diagnosis on patients' health-related quality of life. Cancer Med 2021; 10:6273-6281. [PMID: 34405568 PMCID: PMC8446553 DOI: 10.1002/cam4.4166] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 07/10/2021] [Accepted: 07/15/2021] [Indexed: 12/11/2022] Open
Abstract
Background Patients with hepatocellular cancer (HCC) are known to have worse health‐related quality of life (HRQL) than the general population. However, the change in HRQL from before the diagnosis to after diagnosis remains unknown and is difficult to estimate. We aimed to compare HCC cases with matched controls to evaluate the differences in change in HRQL from before to after HCC diagnosis. Methods We performed propensity score‐matched analysis using the self‐reported HRQL data from the Surveillance, Epidemiology, and End Results registries (SEER) data linked with Medicare Health Outcomes Survey (MHOS) data (1998–2014). Cases were selected as Medicare beneficiaries (aged ≥65 years) who were diagnosed with HCC between their baseline assessment and follow‐up assessment. Matched controls were selected from the same data resource and the same time period to include subjects without cancer diagnosis by propensity scores. HRQL was assessed using the Medical Outcomes Study Short Form‐36 (SF‐36). Results The study included 62 subjects who developed HCC and 365 matched controls. Compared to their baseline HRQL scores, after diagnosis of HCC, subjects were more likely to report declines in scores related to the mental component of HRQL. When stratified by time since diagnosis, mental component remained significantly lower as the disease advanced. In contrast, only general health aspects of physical health worsened after HCC diagnosis. Conclusions Diagnosis of HCC has a profound negative impact on patients’ HRQL. Mental health component deteriorated significantly over time. The need of including mental health services within a multidisciplinary HCC care model is clearly evident.
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Affiliation(s)
- Manisha Verma
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA.,Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA.,Inova Medicine, Inova Health System, Falls Church, Virginia, USA
| | - James M Paik
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA.,Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA
| | - Issah Younossi
- Center for Outcomes Research in Liver Diseases, Washington DC, USA
| | - Daisong Tan
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA.,Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA
| | - Hala Abdelaal
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA.,Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA
| | - Zobair M Younossi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA.,Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, Virginia, USA.,Inova Medicine, Inova Health System, Falls Church, Virginia, USA.,Center for Outcomes Research in Liver Diseases, Washington DC, USA
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16
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High expression of PARD3 predicts poor prognosis in hepatocellular carcinoma. Sci Rep 2021; 11:11078. [PMID: 34040099 PMCID: PMC8154901 DOI: 10.1038/s41598-021-90507-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 05/12/2021] [Indexed: 12/18/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most commonly cancers with poor prognosis and drug response. Identifying accurate therapeutic targets would facilitate precision treatment and prolong survival for HCC. In this study, we analyzed liver hepatocellular carcinoma (LIHC) RNA sequencing (RNA-seq) data from The Cancer Genome Atlas (TCGA), and identified PARD3 as one of the most significantly differentially expressed genes (DEGs). Then, we investigated the relationship between PARD3 and outcomes of HCC, and assessed predictive capacity. Moreover, we performed functional enrichment and immune infiltration analysis to evaluate functional networks related to PARD3 in HCC and explore its role in tumor immunity. PARD3 expression levels in 371 HCC tissues were dramatically higher than those in 50 paired adjacent liver tissues (p < 0.001). High PARD3 expression was associated with poor clinicopathologic feathers, such as advanced pathologic stage (p = 0.002), vascular invasion (p = 0.012) and TP53 mutation (p = 0.009). Elevated PARD3 expression also correlated with lower overall survival (OS, HR = 2.08, 95% CI = 1.45-2.98, p < 0.001) and disease-specific survival (DSS, HR = 2.00, 95% CI = 1.27-3.16, p = 0.003). 242 up-regulated and 71 down-regulated genes showed significant association with PARD3 expression, which were involved in genomic instability, response to metal ions, and metabolisms. PARD3 is involved in diverse immune infiltration levels in HCC, especially negatively related to dendritic cells (DCs), cytotoxic cells, and plasmacytoid dendritic cells (pDCs). Altogether, PARD3 could be a potential prognostic biomarker and therapeutic target of HCC.
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17
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Xin Y, Yang Y, Liu N, Chen Y, Wang Y, Zhang X, Li X, Zhou X. Prognostic significance of systemic immune-inflammation index-based nomogram for early stage hepatocellular carcinoma after radiofrequency ablation. J Gastrointest Oncol 2021; 12:735-750. [PMID: 34012662 PMCID: PMC8107607 DOI: 10.21037/jgo-20-342] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 11/27/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Radiofrequency ablation (RFA) is the recommended treatment for early stage hepatocellular carcinoma (HCC), and the prognostic value of systemic immune-inflammation index (SII) in early stage HCC is not discussed. Therefore, the purpose of the study is to explore the prognostic value of SII based on lymphocyte, neutrophil, and platelet counts in patients with HCC after RFA. METHODS We retrospectively evaluated the prognostic value of the SII in training and validation cohorts, and then established an effective nomogram for HCC after RFA based on SII. The C-index, and area under the time-dependent receiver operating characteristic curve (t-AUC) were used to evaluate the discrimination and calibration value of the nomogram. RESULTS An optimal cut-off value for the SII of 324.55×109 stratified the patients with HCC into high- and low-SII groups. Univariate and multivariate analyses revealed that SII was an independent predictor for overall survival (OS) and recurrence-free survival (RFS). Moreover, SII was an independent prognostic factor for early-stage HCC with normal alpha-fetoprotein (AFP) levels. The t-AUC of the SII was higher for OS and RFS than for neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR). A high preoperative SII was associated with multiple tumors, larger tumors, and higher levels of AFP. A well-discriminated and calibrated nomogram was constructed to predict the probability of 1-, 2-, 3-, and 5-year RFS with C-indexes of 0.80, which was significantly higher than that obtained with other prognostic clinical indexes. CONCLUSIONS The SII is an independent prognostic factor affecting the survival outcomes of patients with early-stage HCC. The comprehensive nomogram based on SII presented in this study is a promising model for predicting RFS in HCC patients after RFA.
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Affiliation(s)
- Yujing Xin
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yi Yang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ning Liu
- Department of Computer Science and Technology, Tsinghua University, Beijing, China
| | - Yi Chen
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Department of Interventional Radiology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yanan Wang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xinyuan Zhang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiang Zhou
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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