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Maspero M, Sposito C, Virdis M, Citterio D, Pietrantonio F, Bhoori S, Belli F, Mazzaferro V. Liver Transplantation for Hepatic Metastases from Colorectal Cancer: Current Knowledge and Open Issues. Cancers (Basel) 2023; 15:cancers15020345. [PMID: 36672295 PMCID: PMC9856457 DOI: 10.3390/cancers15020345] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 12/23/2022] [Accepted: 12/27/2022] [Indexed: 01/06/2023] Open
Abstract
More than 40% of patients with colorectal cancer present liver metastases (CRLM) during the course of their disease and up to 50% present with unresectable disease. Without surgical interventions, survival for patients treated with systemic therapies alone is dismal. In the past, liver transplantation (LT) for patients with unresectable CRLM failed to show any survival benefit due to poor selection, ineffective chemotherapeutic regimens, unbalanced immunosuppression and high perioperative mortality. Since then and for many years LT for CRLM was abandoned. The turning point occurred in 2013, when the results from the Secondary Cancer (SECA I) pilot study performed at Oslo University were published reporting a 60% 5-year overall survival after LT in patients with unresectable CRLM. These results effectively reignited the interest in LT as a potential therapy for CRLM, and several trials are undergoing. The aims of this article are to give a comprehensive overview of the available evidence on LT for CRLM, discuss the open issues in this rapidly evolving field, and highlight possible ways to address the future of this fascinating therapeutic alternative for selected patients with CRLM.
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Affiliation(s)
- Marianna Maspero
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Carlo Sposito
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20133 Milan, Italy
| | - Matteo Virdis
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Davide Citterio
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Filippo Pietrantonio
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Sherrie Bhoori
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Filiberto Belli
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
| | - Vincenzo Mazzaferro
- General Surgery and Liver Transplantation Unit, Medical Oncology and Colo-Rectal Surgery, Fondazione IRCCS Istituto Nazionale Tumori, 20133 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20133 Milan, Italy
- Correspondence: ; Tel.: +39-02-2390-2760
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Wohlleber K, Heger P, Probst P, Engel C, Diener MK, Mihaljevic AL. Health-related quality of life in primary hepatic cancer: a systematic review assessing the methodological properties of instruments and a meta-analysis comparing treatment strategies. Qual Life Res 2021; 30:2429-2466. [PMID: 34283381 PMCID: PMC8405513 DOI: 10.1007/s11136-021-02810-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE Patient-reported outcomes including health-related quality of life (HRQoL) are important oncological outcome measures. The validation of HRQoL instruments for patients with hepatocellular and cholangiocellular carcinoma is lacking. Furthermore, studies comparing different treatment options in respect to HRQoL are sparse. The objective of the systematic review and meta-analysis was, therefore, to identify all available HRQoL tools regarding primary liver cancer, to assess the methodological quality of these HRQoL instruments and to compare surgical, interventional and medical treatments with regard to HRQoL. METHODS A systematic literature search was conducted in MEDLINE, the Cochrane library, PsycINFO, CINAHL and EMBASE. The methodological quality of all identified HRQoL instruments was performed according to the COnsensus-based Standards for the selection of health status Measurements INstruments (COSMIN) standard. Consequently, the quality of reporting of HRQoL data was assessed. Finally, wherever possible HRQoL data were extracted and quantitative analyses were performed. RESULTS A total of 124 studies using 29 different HRQoL instruments were identified. After the methodological assessment, only 10 instruments fulfilled the psychometric criteria and could be included in subsequent analyses. However, quality of reporting of HRQoL data was insufficient, precluding meta-analyses for 9 instruments. CONCLUSION Using a standardized methodological assessment, specific HRQoL instruments are recommended for use in patients with hepatocellular and cholangiocellular carcinoma. HRQoL data of patients undergoing treatment of primary liver cancers are sparse and reporting falls short of published standards. Meaningful comparison of established treatment options with regard to HRQoL was impossible indicating the need for future research.
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Affiliation(s)
- Kerstin Wohlleber
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Patrick Heger
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
- The Study Centre of the German Surgical Society (SDGC), University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Pascal Probst
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
- The Study Centre of the German Surgical Society (SDGC), University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - Christoph Engel
- Institute for Medical Informatics, Statistics and Epidemiology (IMISE), University of Leipzig, Härtelstraße 16-18, 04107, Leipzig, Germany
| | - Markus K Diener
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
- The Study Centre of the German Surgical Society (SDGC), University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany
| | - André L Mihaljevic
- Department of General, Visceral and Transplant Surgery, University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany.
- The Study Centre of the German Surgical Society (SDGC), University of Heidelberg, Im Neuenheimer Feld 110, 69120, Heidelberg, Germany.
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Health-Related Quality of Life and Mental Health after Surgical Treatment of Hepatocellular Carcinoma in the Era of Minimal-Invasive Surgery: Resection versus Transplantation. Healthcare (Basel) 2021; 9:healthcare9060694. [PMID: 34207501 PMCID: PMC8228687 DOI: 10.3390/healthcare9060694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 05/30/2021] [Accepted: 06/02/2021] [Indexed: 01/27/2023] Open
Abstract
Laparoscopic liver resection (LLR) is an increasingly relevant treatment option for patients with resectable hepatocellular carcinoma (HCC). Orthotopic liver transplantation (OLT) has been considered optimal treatment for HCC in cirrhosis, but is challenged by rising organ scarcity. While health-related quality of life (HRQoL) and mental health are well-documented after OLT, little is known about HRQoL in HCC patients after LLR. We identified all HCC patients who underwent LLR at our hospital between 2014 and 2018. HRQoL and mental health were assessed using the Short Form 36 and the Hospital Anxiety and Depression Scale, respectively. Outcomes were compared to a historic cohort of HCC patients after OLT. Ninety-eight patients received LLR for HCC. Postoperative morbidity was 25% with 17% minor complications. LLR patients showed similar overall HRQoL and mental health to OLT recipients, except for lower General Health (p = 0.029) and higher anxiety scores (p = 0.010). We conclude that LLR can be safely performed in patients with HCC, with or without liver cirrhosis. The postoperative HRQoL and mental health are comparable to that of OLT recipients in most aspects. LLR should thus always be considered an alternative to OLT, especially in times of organ shortage.
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Kang D, Shim S, Cho J, Lim HK. Systematic Review of Studies Assessing the Health-Related Quality of Life of Hepatocellular Carcinoma Patients from 2009 to 2018. Korean J Radiol 2020; 21:633-646. [PMID: 32410403 PMCID: PMC7231617 DOI: 10.3348/kjr.2019.0808] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/22/2020] [Accepted: 02/25/2020] [Indexed: 02/07/2023] Open
Abstract
We reviewed all studies assessing the health-related quality of life (HRQoL) in patients with hepatocellular carcinoma (HCC) between 2009 and 2018 (n = 45). Most studies assessed HRQoL as an outcome, and evaluated or compared the HRQoL of HCC patients depending on the type of treatment or stage of disease. HCC patients had a worse HRQoL than the general population, including in those with early-stage HCC. Patients commonly experienced pain, fatigue, sleep disturbance, distress, and lack of appetite, and these symptoms remained problematic even a few years after treatment. TNM classification of malignant tumors stage, tumor stage, presence of cirrhosis, being Asian, being female, living alone, or being unemployed were associated with a poor HRQoL. While recent studies have included a more diverse patient population, various topics, and different study designs, there were limited studies on supportive interventions. Given the increase in HCC cases and HCC survivors, addressing the HRQoL of HCC patients requires more attention.
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Affiliation(s)
- Danbee Kang
- Department of Clinical Research Design and Evaluation, SAISHT, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sungkeun Shim
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Digital Health, SAISHT, Sungkyunkwan University, Seoul, Korea
| | - Juhee Cho
- Department of Clinical Research Design and Evaluation, SAISHT, Sungkyunkwan University, Seoul, Korea.,Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Digital Health, SAISHT, Sungkyunkwan University, Seoul, Korea.,Department of Health Sciences and Technology, SAISHT, Sungkyunkwan University, Seoul, Korea
| | - Hyo Keun Lim
- Department of Health Sciences and Technology, SAISHT, Sungkyunkwan University, Seoul, Korea.,Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
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Firkins J, Hansen L, Driessnack M, Dieckmann N. Quality of life in "chronic" cancer survivors: a meta-analysis. J Cancer Surviv 2020; 14:504-517. [PMID: 32162194 DOI: 10.1007/s11764-020-00869-9] [Citation(s) in RCA: 98] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Accepted: 02/18/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE Cancer survivors are now living longer giving rise to a new concept-chronic cancer as survivors continue to face long-term consequences of cancer and its treatment. For these survivors, QOL becomes a vital consideration in understanding their survivorship and the long-term impact of cancer and its treatment. The primary aim of this review is to describe QOL in cancer survivors two or more years from diagnosis. METHODS A meta-analysis was completed of relevant studies assessing QOL in long-term cancer survivorship using PubMed, CINHAL, and PsycINFO. A total of 64 articles met inclusion criteria and included in the analysis. Standardized effect sizes and errors were calculated using previously published standard QOL pass rates to compare QOL across measurement tools and calculate cumulative effect sizes (CES). Fixed-effect or random-effects models were used based on the presence of significant heterogeneity of ≤ 0.10. RESULTS Physical health (CES = - 0.894; CI, - 1.472, - 0.316), role-physical health (CES = - 2.039; CI, - 2.643, - 1.435), and mental health (CES = - 0.870; CI, - 1.447, - 0.292) had large, negative cumulative effect sizes signifying worse QOL compared with acceptable QOL rates. Tested moderators, cancer type, average age, country of origin, time since diagnosis, or decade of diagnosis, were not significant to explain heterogeneity between included studies. CONCLUSION QOL is significantly impacted 2 to 26 years after cancer diagnosis. More research is needed to determine possible moderators of QOL in long-term cancer survivors. IMPLICATIONS FOR CANCER SURVIVORS QOL continues to be significantly impacted in long-term cancer survivorship. More research is needed to understand the impact of these findings on care needs for survivors with chronic cancer.
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Affiliation(s)
- Jenny Firkins
- Oregon Health & Science University School of Nursing, 3455 SW US Veterans Hospital Road, Portland, OR, 97239, USA.
| | - Lissi Hansen
- Oregon Health & Science University School of Nursing, 3455 SW US Veterans Hospital Road, Portland, OR, 97239, USA
| | - Martha Driessnack
- Oregon Health & Science University School of Nursing, 3455 SW US Veterans Hospital Road, Portland, OR, 97239, USA
| | - Nathan Dieckmann
- Oregon Health & Science University School of Nursing, 3455 SW US Veterans Hospital Road, Portland, OR, 97239, USA.,Division of Clinical Psychology, Oregon Health & Science University, 3314 SW US Veterans Hospital Road, Portland, OR, 97239, USA
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Wee IJY, Syn N, Lee LS, Tan SS, Chiow AKH. A systematic review and meta-analysis on the quality of life after hepatic resection. HPB (Oxford) 2020; 22:177-186. [PMID: 32008917 DOI: 10.1016/j.hpb.2019.11.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Quality of life (QoL) after hepatic resection is a pertinent issue that has been poorly studied. The aim of this study was to compare changes in QoL before and after hepatic resection. METHODS A systematic review was performed using Medline, EMBASE, and the Cochrane library. Whenever possible, pooled mean differences of survey scores pre- and post-operatively were calculated. RESULTS 22 studies were included comprising a total of 1785 participants. Using the EORTC-QLQ 30C survey, patients with benign disease tend to have better QoL post-surgery than those with malignant disease. There were post-operative improvements in the following FACT-HEP domains: physical at 9 months (MD 3.14, 95%CI 2.70 to 3.58, P < 0.001), social and family at 3 (MD 1.45, 95%CI 0.12 to 2.77, p = 0.030), 6 (MD 1.12, 95%CI 0.21 to 2.04, p = 0.020), 9 (MD 0.66, 95%CI 0.03 to 1.28, p = 0.040), and 12 (MD 0.58, 95%CI 0.12 to 1.03, p = 0.010) months, emotional at 9 (P < 0.001) and 24 months (P < 0.001), hepatobiliary at 24 months (p < 0.001), and global health status at 9 months (p = 0.002). CONCLUSION QoL scores tend to deteriorate post-surgery, but recover to baseline in the long-term at 9-months. Patients with malignant disease, and those who underwent major hepatectomy, have poorer QoL scores.
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Affiliation(s)
- Ian J Y Wee
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Nicholas Syn
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Lip Seng Lee
- Department of General Surgery, Hepatopancreatobiliary Service, Changi General Hospital, Singapore
| | - Siong San Tan
- Department of General Surgery, Hepatopancreatobiliary Service, Changi General Hospital, Singapore
| | - Adrian K H Chiow
- Department of General Surgery, Hepatopancreatobiliary Service, Changi General Hospital, Singapore.
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Li D, Sedano S, Allen R, Gong J, Cho M, Sharma S. Current Treatment Landscape for Advanced Hepatocellular Carcinoma: Patient Outcomes and the Impact on Quality of Life. Cancers (Basel) 2019; 11:E841. [PMID: 31216701 PMCID: PMC6627588 DOI: 10.3390/cancers11060841] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 06/12/2019] [Accepted: 06/14/2019] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the fifth most common cancer and the second leading cause of cancer mortality worldwide. Heterogeneity of clinical conditions contributes to the complex management of care for patients with advanced HCC. Recently, the treatment landscape for advanced HCC has expanded rapidly, with the additional FDA approvals of several oral tyrosine kinase inhibitors (lenvatinib, regorafenib, and cabozantinib), as well as immunotherapies such as immune check point inhibitors (nivolumab and pembrolizumab) and the monoclonal IgG1 antibody, ramucirumab. This expansion has generated a need for novel treatment sequencing strategies in this patient population. In light of these developments, an evaluation of the impact of FDA-approved therapeutics on patient-centered outcomes such as health-related quality of life (HRQoL) is warranted. An increased understanding of HRQoL in patients included in advanced HCC clinical trials could potentially help physician decision-making for treatment sequencing in patients with advanced HCC.
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Affiliation(s)
- Daneng Li
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center and Beckman Research Institute, Duarte, CA 91010, USA.
| | - Sabrina Sedano
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center and Beckman Research Institute, Duarte, CA 91010, USA.
| | - Rebecca Allen
- Department of Medical Oncology, City of Hope Comprehensive Cancer Center and Beckman Research Institute, Duarte, CA 91010, USA.
| | - Jun Gong
- Department of Gastrointestinal Malignancies, Cedars-Sinai Samuel Oschin Comprehensive Cancer Institute, Los Angeles, CA 90048, USA.
| | - May Cho
- Department of Internal Medicine, UC Davis Comprehensive Cancer Center, Sacramento, CA 95817, USA.
| | - Sunil Sharma
- Division of Clinical Sciences, Translational Genomics Research Institute, Phoenix, AZ 85004, USA.
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Abstract
Liver cancer is one of the leading causes of cancer-related mortality around the world. Hepatocellular carcinoma (HCC) is the primary cancer of the liver, accounting for the majority of liver cancers. The risk factors associated with HCC include chronic infections with HBV and HCV, alcoholic liver disease, and nonalcoholic fatty liver disease. Additionally, male patients have higher risk for than females, and the risk increases with older age. Mortality rates for HCC parallel its increasing incidence rates. In this context, incidence rate for HCC shows geographic variations in different parts of the world and is heavily affected by regional differences in risk factor for liver disease. The highest incidence rates for HCC are observed in Asia and Africa, while Europe and North America have lower rates. In fact, HBV is still regarded as the leading cause of HCC globally, while HCV is the most common cause of HCC in the USA. Recently, it has been suggested that HCC cases related to nonalcoholic fatty liver disease is on the rise, while the proportion of HCC attributed to alcoholic liver disease remains stable.
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Rogers W, Robertson MP, Ballantyne A, Blakely B, Catsanos R, Clay-Williams R, Fiatarone Singh M. Compliance with ethical standards in the reporting of donor sources and ethics review in peer-reviewed publications involving organ transplantation in China: a scoping review. BMJ Open 2019; 9:e024473. [PMID: 30723071 PMCID: PMC6377532 DOI: 10.1136/bmjopen-2018-024473] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVES The objective of this study is to investigate whether papers reporting research on Chinese transplant recipients comply with international professional standards aimed at excluding publication of research that: (1) involves any biological material from executed prisoners; (2) lacks Institutional Review Board (IRB) approval and (3) lacks consent of donors. DESIGN Scoping review based on Arksey and O'Mallee's methodological framework. DATA SOURCES Medline, Scopus and Embase were searched from January 2000 to April 2017. ELIGIBILITY CRITERIA We included research papers published in peer-reviewed English-language journals reporting on outcomes of research involving recipients of transplanted hearts, livers or lungs in mainland China. DATA EXTRACTION AND SYNTHESIS Data were extracted by individual authors working independently following training and benchmarking. Descriptive statistics were compiled using Excel. RESULTS 445 included studies reported on outcomes of 85 477 transplants. 412 (92.5%) failed to report whether or not organs were sourced from executed prisoners; and 439 (99%) failed to report that organ sources gave consent for transplantation. In contrast, 324 (73%) reported approval from an IRB. Of the papers claiming that no prisoners' organs were involved in the transplants, 19 of them involved 2688 transplants that took place prior to 2010, when there was no volunteer donor programme in China. DISCUSSION The transplant research community has failed to implement ethical standards banning publication of research using material from executed prisoners. As a result, a large body of unethical research now exists, raising issues of complicity and moral hazard to the extent that the transplant community uses and benefits from the results of this research. We call for retraction of this literature pending investigation of individual papers.
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Affiliation(s)
- Wendy Rogers
- Department of Clinical Medicine and Department of Philosophy, Macquarie University, Sydney, New South Wales, Australia
- Department of Philosophy, Macquarie University, Sydney, New South Wales, Australia
| | | | - Angela Ballantyne
- Department of Primary Health Care and General Practice, University of Otago, Wellington, New Zealand
| | - Brette Blakely
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | | | - Robyn Clay-Williams
- Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Maria Fiatarone Singh
- Faculty of Health Sciences, University of Sydney, Sydney, New South Wales, Australia
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Chiu CC, Lee KT, Lee HH, Wang JJ, Sun DP, Huang CC, Shi HY. Comparison of Models for Predicting Quality of Life After Surgical Resection of Hepatocellular Carcinoma: a Prospective Study. J Gastrointest Surg 2018; 22:1724-1731. [PMID: 29916106 DOI: 10.1007/s11605-018-3833-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 05/31/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND The essential issue of internal validity has not been adequately addressed in prediction models such as artificial neural network (ANN), support vector machine (SVM), Gaussian process regression (GPR), and multiple linear regression (MLR) models. METHODS This prospective study compared the accuracy of these four models in predicting quality of life (QOL) after hepatic resection received by 332 patients with hepatocellular carcinoma (HCC) during 2012-2015. An estimation subset was used to train the models, and a validation subset was used to evaluate their performance. Sensitivity score approach was also used to assess the relative significance of input parameters in the system models. RESULTS The ANN model had significantly higher performance indicators compared to the SVM, GPR, and MLR models (P < 0.05). Additionally, the ANN prediction of QOL at 6 months after hepatic resection significantly correlated with age, gender, marital status, Charlson comorbidity index (CCI) score, chemotherapy, radiotherapy, hospital volume, surgeon volume, and preoperational functional status (P < 0.05). Preoperational functional status was the most influential (sensitive) variable affecting sixth-month QOL followed by surgeon volume, hospital volume, age, and CCI score. CONCLUSIONS The comparisons showed that, in preoperative and postoperative healthcare consultations with HCC surgery candidates, QOL at 6 months post-surgery should be estimated with an ANN model rather than with SVM, GPR, or MLR models. The best QOL predictors identified in this study can also be used to educate candidates for HCC surgery in the expected course of recovery and other surgical outcomes.
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Affiliation(s)
- Chong-Chi Chiu
- Department of General Surgery, Chi Mei Medical Center, Liouying, Taiwan
- Department of General Surgery, Chi Mei Medical Center, Tainan, Taiwan
- Department of Electrical Engineering, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - King-Teh Lee
- Division of Hepatobiliary Surgery, Department of Surgery, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, 100, Zihyou 1st Road, Kaohsiung, 807, Taiwan
| | - Hao-Hsien Lee
- Department of General Surgery, Chi Mei Medical Center, Liouying, Taiwan
| | - Jhi-Joung Wang
- Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan
| | - Ding-Ping Sun
- Department of General Surgery, Chi Mei Medical Center, Tainan, Taiwan
| | - Chien-Cheng Huang
- Department of Emergency Medicine, Chi Mei Medical Center, Tainan, Taiwan
- Bachelor Program of Senior Service, Southern Taiwan University of Science and Technology, Tainan, Taiwan
| | - Hon-Yi Shi
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, 100, Zihyou 1st Road, Kaohsiung, 807, Taiwan.
- Department of Business Management, National Sun Yat-sen University, Kaohsiung, Taiwan.
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.
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He Q, Jiang JJ, Jiang YX, Wang WT, Yang L. Health-Related Quality of Life Comparisons After Radical Therapy for Early-Stage Hepatocellular Carcinoma. Transplant Proc 2018; 50:1470-1474. [PMID: 29880373 DOI: 10.1016/j.transproceed.2018.04.041] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2018] [Revised: 03/10/2018] [Accepted: 04/12/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND For cancer patients, health-related quality of life (HRQoL) is as important as other key outcomes, such as overall survival and tumor-free survival. Liver transplantation (LT), resection, and radiofrequency ablation (RFA) are 3 radical therapies for hepatocellular carcinoma (HCC) that result in similar survival. The main objective of this study was to assess and compare long-term HRQoL scores for patients with early-stage (tumor diameter ≤3 cm) HCC after LT, resection, or RFA. METHODS A total of 128 HCC patients with a single tumor ≤3 cm and who agreed to undergo LT, resection, or RFA were included in the present analysis. Postoperative HRQoL was evaluated by using the Medical Outcomes Study 36-Item Short Form Health Survey questionnaire. The 3 groups were compared at the 6-month and 3-year time points. RESULTS The 3 groups showed comparable 3-year HCC recurrence rates (P > .05). Compared with the LT and resection groups, the RFA group had significantly higher scores for bodily pain, general health, and vitality 6 months after surgery (all P values < .05). Moreover, at 3 years after surgery, the RFA group had higher scores for bodily pain and vitality than the other 2 groups (P < .05) and a higher general health score than the resection group. Other aspects of HRQoL were comparable among the 3 groups at both time points. CONCLUSIONS Due to its comparable HCC recurrence rate and superior long-term HRQoL scores relative to other radical therapies, RFA may be the first-choice treatment for solitary early-stage HCC.
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Affiliation(s)
- Q He
- Out-patient Department, West China Hospital of Sichuan University, Chengdu, China
| | - J J Jiang
- Department of Rehabilitation Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - Y X Jiang
- Department of Rehabilitation Medicine, West China Hospital of Sichuan University, Chengdu, China
| | - W T Wang
- Department of Liver Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - L Yang
- Department of Rehabilitation Medicine, West China Hospital of Sichuan University, Chengdu, China.
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Quality of life after hepatic resection. Br J Surg 2018; 105:237-243. [DOI: 10.1002/bjs.10735] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 09/19/2017] [Accepted: 09/21/2017] [Indexed: 12/17/2022]
Abstract
Abstract
Background
Long-term quality of life (QoL) after liver resection is becoming increasingly important, as improvements in operative methods and perioperative care have decreased morbidity and mortality rates. In this study, postoperative QoL after resection of benign or malignant liver tumours was evaluated.
Methods
In this single-centre study, QoL was evaluated prospectively using the European Organisation for Research and Treatment of Cancer QLQ-C30 and the liver-specific QLQ-LMC21 module before, and 1, 3, 6 and 12 months after open or laparoscopic liver surgery.
Results
Between June 2007 and January 2013, 188 patients (130 with malignant and 58 with benign tumours) requiring major liver resection were included. Global health status was no different between the two groups before and 1 month after liver resection. All patients showed an improvement in global health status at 3, 6 and 12 months after surgery. Patients with benign tumours had better global health status than those with malignant tumours at these time points (P < 0·001, P = 0·002 and P = 0·006 respectively). Patients with benign disease had better physical function scores (P = 0·011, P = 0·025 and P = 0·041) and lower fatigue scores (P = 0·001, P = 0·002 and P = 0·002) at 3, 6 and 12 months than those with malignant disease.
Conclusion
This study confirmed overall good QoL in patients undergoing liver resection for benign or malignant tumours, which improved after surgery. Benign diseases were associated with better short- and long-term QoL scores.
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Li L, Yeo W. Value of quality of life analysis in liver cancer: A clinician’s perspective. World J Hepatol 2017; 9:867-883. [PMID: 28804570 PMCID: PMC5534362 DOI: 10.4254/wjh.v9.i20.867] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Revised: 04/10/2017] [Accepted: 05/24/2017] [Indexed: 02/06/2023] Open
Abstract
Health related quality of life (HRQOL) is increasingly recognized as an important clinical parameter and research endpoint in patients with hepatocellular carcinoma (HCC). HRQOL in HCC patients is multifaceted and affected by medical factor which encompasses HCC and its complications, oncological and palliative treatment for HCC, underlying liver disease, as well as the psychological, social or spiritual reaction to the disease. Many patients presented late with advanced disease and limited survival, plagued with multiple symptoms, rendering QOL a very important aspect in their general well being. Various instruments have been developed and validated to measure and report HRQOL in HCC patients, these included general HRQOL instruments, e.g., Short form (SF)-36, SF-12, EuroQoL-5D, World Health Organization Quality of Life Assessment 100 (WHOQOL-100), World Health Organization Quality of Life Assessment abbreviated version; general cancer HRQOL instruments, e.g., the European Organisation for Research and Treatment of Cancer (EORTC) QLQ-C30, Functional Assessment of Cancer Therapy (FACT)-General, Spitzer Quality of Life Index; and liver-cancer specific HRQOL instruments, e.g., EORTC QLQ-HCC18, FACT-Hepatobiliary (FACT-Hep), FACT-Hep Symptom Index, Trial Outcome Index. Important utilization of HRQOL in HCC patients included description of symptomatology and HRQOL of patients, treatment endpoint in clinical trial, prognostication of survival, benchmarking of palliative care service and health care valuation. In this review, difficulties regarding the use of HRQOL data in research and clinical practice, including choosing a suitable instrument, problems of missing data, data interpretation, analysis and presentation are examined. Potential solutions are also discussed.
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