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Le DC, Nguyen TM, Nguyen DH, Nguyen DT, Nguyen LTM. Survival Outcome and Prognostic Factors Among Patients With Hepatocellular Carcinoma: A Hospital-Based Study. Clin Med Insights Oncol 2023; 17:11795549231178171. [PMID: 37359273 PMCID: PMC10286205 DOI: 10.1177/11795549231178171] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 05/08/2023] [Indexed: 06/28/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is a leading cancer with very high incidence and mortality and low survival rate in Vietnam and worldwide. This study aimed to investigate the survival outcome and its prognostic factors among HCC patients. Methods This is a retrospective descriptive study on patients newly diagnosed with HCC at Hanoi Oncology Hospital, Vietnam from January 2018 to December 2020. Overall survival (OS) was calculated by the Kaplan-Meier method. Log-rank test and Cox regression were used to investigate the association among patients' OS and their diagnosis and treatment factors. Results A total of 674 patients were included. The median OS was 10.0 months. The survival rates at 6, 12, 24, and 36 months were 57.3%, 46.6%, 34.8%, and 29.7%, respectively. The initial performance status (PS), Child-Pugh score, and Barcelona Clinic Liver Cancer (BCLC) stage at the time of diagnosis are prognostic factors of HCC OS. A total of 451 (66.8%) patients have died, most of them (375 equally 83.1%) died at home, and only 76 (16.9%) died at hospital. Hepatocellular carcinoma patients living in the rural area more likely died at home than those living in the urban area (85.9% vs 74.8%, P = .007). Conclusions Hepatocellular carcinoma has a poor prognosis with low OS. Performance status, Child-Pugh score, and BCLC stage were the independent prognostic factors for the survival outcome of HCC patients. The fact that most HCC patients died at home suggested that home-based hospice care needs to be paid special attention.
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Affiliation(s)
- Dinh Cong Le
- Palliative Care Department, Hanoi Oncology Hospital, Hanoi, Vietnam
| | - Thang Minh Nguyen
- On-Demand Day Care Department, Hanoi Oncology Hospital, Hanoi, Vietnam
| | - Duong Hoang Nguyen
- On-Demand Gastrointestinal Medical Oncology Department, Hanoi Oncology Hospital, Hanoi, Vietnam
| | - Dung Thi Nguyen
- On-Demand Gastrointestinal Medical Oncology Department, Hanoi Oncology Hospital, Hanoi, Vietnam
| | - Lan Thi Mai Nguyen
- Medical Oncology II Department, Board of Directors, Hanoi Oncology Hospital, Hanoi, Vietnam
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Prateepchaiboon T, Chang A, Pungpipattrakul N, Akarapatima K, Rattanasupar A, Songjamrat A, Pakdeejit S, Piratvisuth T. Factors affecting prognosis in hepatocellular carcinoma patients post-transarterial chemoembolization. Indian J Gastroenterol 2022; 41:352-361. [PMID: 36029371 DOI: 10.1007/s12664-021-01227-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 10/08/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND To evaluate the factors influencing the achievement of a sustained complete response (CR) and overall survival (OS) in hepatocellular carcinoma (HCC) patients undergoing transarterial chemoembolization (TACE). METHODS We retrospectively reviewed the records of HCC patients who underwent TACE as the first modality of treatment between 2014 and 2019. We investigated the factors affecting sustained CR (no recurrence within 6 months) and OS (time from diagnosis until either death or last follow-up). RESULTS The study enrolled 161 patients; 159 (98.8%) had cirrhosis. Post-TACE, 19.9% (32/161) achieved sustained CR. In the multivariate analysis, a tumor size < 5 cm was a positive factor for achieving sustained CR (odds ratio, 5.012; p = 0.006). In the proportional hazards model, the factors associated with decreased survival included alcohol-related liver disease (hazards ratio [HR] 1.683; p = 0.036), presence of symptoms (HR 1.816; p = 0.005) and portal hypertension (HR 1.608; p = 0.038) at initial diagnosis, serum alpha-fetoprotein (AFP) > 100 ng/mL (HR 2.082; p < 0.001), and higher Child-Pugh classification (HR 1.1.639; p = 0.024). Achievement of sustained CR (HR, 0.355; p = 0.002) was independently associated with increased survival. CONCLUSIONS The tumor size was a predictive factor for sustained CR. Alcohol-related liver disease, presence of symptoms and portal hypertension at initial diagnosis, elevated serum AFP, liver reserve status, and achieved sustained CR were independent factors affecting survival. We demonstrated the effect of alcohol-related liver disease on survival after TACE. Our results will aid physicians in the management and prognostication of HCC.
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Affiliation(s)
| | - Arunchai Chang
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand.
| | | | - Keerati Akarapatima
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand
| | - Attapon Rattanasupar
- Division of Gastroenterology, Department of Internal Medicine, Hatyai Hospital, Songkhla, 90110, Thailand
| | - Apiradee Songjamrat
- Division of Intervention Radiology, Department of Radiology, Hatyai Hospital, Songkhla, Thailand
| | - Songklod Pakdeejit
- Division of Intervention Radiology, Department of Radiology, Hatyai Hospital, Songkhla, Thailand
| | - Teerha Piratvisuth
- NKC Institute of Gastroenterology and Hepatology, Faculty of Medicine, Songklanagarind Hospital, Prince of Songkhla University, Songkhla, Thailand
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3
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Waterman BL, Ramsey SU, Whitsett MP, Patel AA, Radcliff JA, Kotler DL, Winters AC, Woodrell CD, Ufere NN, Serper M, Walling AM, Jones CA, Kelly SG. Top Ten Tips Palliative Care Clinicians Should Know About End-Stage Liver Disease. J Palliat Med 2021; 24:924-931. [PMID: 33733875 DOI: 10.1089/jpm.2021.0097] [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] [Indexed: 12/20/2022] Open
Abstract
End-stage liver disease (ESLD) is an increasingly prevalent condition with high morbidity and mortality, especially for those ineligible for liver transplantation. Patients with ESLD, along with their family caregivers, have significant needs related to their quality of life, and there is increasing attention being paid to integration of palliative care (PC) principles into routine care throughout the disease spectrum. To provide upstream care for these patients and their family caregivers, it is essential for PC providers to understand their complex psychosocial and physical needs and to be aware of the unique challenges around medical decision making and end-of-life care for this patient population. This article, written by a team of liver and PC experts, shares 10 high-yield tips to help PC clinicians provide better care for patients with advanced liver disease.
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Affiliation(s)
- Brittany L Waterman
- Division of Palliative Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Sinthana U Ramsey
- Division of Palliative Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Maureen P Whitsett
- Division of Gastroenterology and Hepatology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Arpan A Patel
- Division of Digestive Diseases, David Geffen School of Medicine at University of California, Los Angeles, California, USA.,Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Jacob A Radcliff
- Department of Pharmacy and Palliative Care Program, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Drew L Kotler
- Division of Palliative Care, Department of Medicine, Main Line Health, Radnor, Pennsylvania, USA
| | - Adam C Winters
- Division of Digestive Diseases, David Geffen School of Medicine at University of California, Los Angeles, California, USA
| | - Christopher D Woodrell
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Geriatric Research, Education, and Clinical Center, James J. Peters VA Medical Center, Bronx, New York, USA
| | - Nneka N Ufere
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Marina Serper
- Division of Gastroenterology and Hepatology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Anne M Walling
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA.,Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine University of California, Los Angeles, USA
| | - Christopher A Jones
- Department of Medicine and Palliative Care Program, Duke University School of Medicine, Durham, North Carolina, USA
| | - Sean G Kelly
- Division of Gastroenterology, Hepatology, and Nutrition, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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Laube R, Sabih AH, Strasser SI, Lim L, Cigolini M, Liu K. Palliative care in hepatocellular carcinoma. J Gastroenterol Hepatol 2021; 36:618-628. [PMID: 32627853 DOI: 10.1111/jgh.15169] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 06/29/2020] [Accepted: 07/01/2020] [Indexed: 12/13/2022]
Abstract
Hepatocellular carcinoma is a common cancer with a poor prognosis, associated with high economic costs and a significant burden of disease. While it is often asymptomatic in the early stages, patients may experience great discomfort from advanced disease, treatment adverse effects, or decompensation of underlying cirrhosis. Palliative care has the potential to markedly improve quality of life, physical, and psychological symptoms in patients with end-stage liver disease, and has been shown to prolong survival in some nonhepatocellular carcinoma malignancies. However, this service is underutilized in hepatocellular carcinoma, and referrals are frequently late due to factors such as stigmatization, inadequate resources, lack of education for nonpalliative care physicians and inadequate modeling for integration of palliative and supportive care within liver disease services. In the future, education workshops, population-based awareness campaigns, increased funding and improved models of care, may improve the uptake of palliative care and subsequently optimize patient care, particularly towards the end of life.
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Affiliation(s)
- Robyn Laube
- Department of Gastroenterology, Macquarie University Hospital, Sydney, New South Wales, Australia
| | - Abdul-Hamid Sabih
- AW Morrow Gastroenterology and Liver Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Simone I Strasser
- AW Morrow Gastroenterology and Liver Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia.,Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia
| | - Lynn Lim
- Palliative Care Services, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Maria Cigolini
- Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia.,Palliative Care Services, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Ken Liu
- AW Morrow Gastroenterology and Liver Centre, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia.,Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia.,Liver Injury and Cancer Program, Centenary Institute, The University of Sydney, Sydney, New South Wales, Australia
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Shin J, Yu JH, Jin YJ, Chae MH, Yoon CH, Lee JW. Comparison of survival outcomes of alcohol-related hepatocellular carcinoma with or without liver cirrhosis; a ten-year experience. Medicine (Baltimore) 2019; 98:e18020. [PMID: 31764818 PMCID: PMC6882638 DOI: 10.1097/md.0000000000018020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 06/11/2019] [Accepted: 10/16/2019] [Indexed: 02/06/2023] Open
Abstract
We evaluated overall survivals (OSs) of alcohol-related hepatocellular carcinoma (HCC) patients without LC compared to those with LC.Between 2005 and 2015, 1343 patients were initially diagnosed as having HCC in our hospital. Of these, 186 alcohol-related HCC patients were enrolled in this study, and their medical records were retrospectively analyzed. Significant alcohol intake was defined as more than 210 grams/week for men and more than 140 grams/week for women.Non-cirrhotic HCC was observed in 37.1% of the 186 patients. Cumulative OS rates were significantly higher in non-cirrhotic patients (P = .006). For the 117 cirrhotic patients, cumulative OS rate was significantly higher in the CTP class A patients than in the CTP class B (P < .001) or CTP class C (P < .001) patients, respectively. In the 69 non-cirrhotic patients, cumulative OS rate was significantly higher in the CTP class A patients than in the CTP class C patients (P < .001), but, not than in the CTP class B patients (P = .157). Multivariate analyses revealed that CTP class B (P < .001), CTP class C (P < .001), and tumor size (P = .006) were significant predictors for OS in cirrhotic patients, and that CTP class C (P = .002) and tumor size (P = .023) were significant predictors for OS in non-cirrhotic patients.OS was found to be better for non-cirrhotic than cirrhotic patients with alcohol-related HCC. Survivals of alcohol-related HCC patients without cirrhosis were comparable between patients with CTP class A and B.
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Llovet JM, Mazzaferro V, Piscaglia F, Raoul JL, Schirmacher P, Vilgrain V. EASL Clinical Practice Guidelines: Management of hepatocellular carcinoma. J Hepatol 2018; 69:182-236. [PMID: 29628281 DOI: 10.1016/j.jhep.2018.03.019] [Citation(s) in RCA: 5330] [Impact Index Per Article: 888.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 03/20/2018] [Indexed: 02/06/2023]
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Hansen L, Dieckmann NF, Kolbeck KJ, Naugler WE, Chang MF. Symptom Distress in Patients With Hepatocellular Carcinoma Toward the End of Life. Oncol Nurs Forum 2018; 44:665-673. [PMID: 29052660 DOI: 10.1188/17.onf.665-673] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE/OBJECTIVES To describe the presence, frequency, severity, and distress of symptoms in outpatients with advanced hepatocellular carcinoma toward the end of life, and the variability in psychological and physical symptom distress between and within patients over time.
. DESIGN A prospective, longitudinal, descriptive design.
. SETTING Outpatient clinics at two healthcare institutions.
. SAMPLE 18 patients (15 men and 3 women) with hepatocellular carcinoma and a mean age of 63.3 years (range = 54-81 years).
. METHODS Data were collected monthly for six months. Patients completed the Memorial Symptom Assessment Scale, which reports a total score, and three subscales that provide global distress, psychological distress, and physical distress scores.
. MAIN RESEARCH VARIABLES Global, psychological, and physical distress.
. FINDINGS Patients reported lack of energy and pain as the most frequent and distressing symptoms. Problems with sexual interest or activity was the fourth most present symptom after drowsiness. Global Distress Index mean scores had notable variability between and within patients over time. During data collection, six patients died. None were referred to palliative care.
. CONCLUSIONS Gaining knowledge about symptom distress and prevalent symptoms experienced by patients with advanced hepatocellular carcinoma is critical for designing symptom management strategies that are comprehensive and tailored to patients to optimize their quality of life as they approach death.
. IMPLICATIONS FOR NURSING Nurses play a vital role in advocating for, initiating, and providing comprehensive holistic care based on individual patient needs by facilitating discussions about apparent and less apparent distressing symptoms, including those related to sexuality.
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8
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Palliative Care for People With Hepatocellular Carcinoma, and Specific Benefits for Older Adults. Clin Ther 2018; 40:512-525. [PMID: 29571567 DOI: 10.1016/j.clinthera.2018.02.017] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 02/28/2018] [Accepted: 02/28/2018] [Indexed: 02/08/2023]
Abstract
PURPOSE Hepatocellular carcinoma (HCC), the most common type of primary liver cancer, has a rapidly rising prevalence in the United States and a very poor overall rate of survival. This epidemic is driven by the cohort of aging Baby Boomers with hepatitis C viral infection and the increasing prevalence of cirrhosis as a result of nonalcoholic steatohepatitis. Because curative options are limited, the disease course creates, in patients and their families, distressing uncertainty around prognosis and treatment decisions. Older adults are disproportionately affected by HCC and have more comorbidities, adding to the complexity of the disease. This population would benefit from increased access to palliative care services, which can potentially complement the treatments throughout the disease trajectory. The purpose of this review was to use existing evidence to propose a new model of palliative care integration in patients with HCC. Thus, we focus on the HCC stage and the treatment algorithm, the ways that palliative care can offer support in this population at each stage, as well as elements that can enhance patient and family support throughout the entire disease trajectory, with an emphasis on the care of older adults with HCC. METHODS This is a narrative review in which we identify evidence-based ways that palliative care can help younger and older adults with HCC and their families, at each stage of HCC and throughout the disease trajectory. FINDINGS We propose ways to integrate HCC and palliative care based on the existing evidence in both fields. Palliative care offers support in symptom management, advanced care planning, and decision making in ways that are specific to each stage of HCC. We also discuss the evidence that illustrates the palliative care needs of patients with HCC that span the entire course of illness, including coping with the stigmatization of liver disease, addressing informational needs at different stages, and discussing quality of life longitudinally. IMPLICATIONS Integrating palliative care into the treatment of patients with HCC has the potential to improve outcomes, although more research is needed to build this evidence base.
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9
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Woodrell CD, Schiano TD, Goldstein NE. Hepatocellular Carcinoma: A Wrinkle in the Emerging Palliative Care/Oncology Paradigm. J Oncol Pract 2017; 13:404-405. [DOI: 10.1200/jop.2017.022533] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
- Christopher D. Woodrell
- Christopher D. Woodrell, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY; Thomas D. Schiano, Icahn School of Medicine at Mount Sinai, New York, NY; and Nathan E. Goldstein, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY
| | - Thomas D. Schiano
- Christopher D. Woodrell, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY; Thomas D. Schiano, Icahn School of Medicine at Mount Sinai, New York, NY; and Nathan E. Goldstein, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY
| | - Nathan E. Goldstein
- Christopher D. Woodrell, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY; Thomas D. Schiano, Icahn School of Medicine at Mount Sinai, New York, NY; and Nathan E. Goldstein, Icahn School of Medicine at Mount Sinai, New York; and James J. Peters Veterans Administration Medical Center, Bronx, NY
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10
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Carcinome hépatocellulaire : quels soins de confort ? ONCOLOGIE 2017. [DOI: 10.1007/s10269-017-2714-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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11
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Patients With Hepatocellular Carcinoma Near the End of Life: A Longitudinal Qualitative Study of Their Illness Experiences. Cancer Nurs 2017; 38:E19-27. [PMID: 25122134 DOI: 10.1097/ncc.0000000000000188] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND In the United States, the incidence of hepatocellular carcinoma (HCC) is rising. For those diagnosed with terminal HCC, there is no curative treatment and duration of survival is typically 1 to 2 years. Research on illness and treatment experiences toward the end of life for patients with terminal HCC is limited. OBJECTIVE The aim of this study was to explore the illness experiences of patients with terminal HCC as they approached the end of life. METHODS This study used a prospective, longitudinal descriptive design. Interview data were collected from 14 patients once a month for up to 6 months, for a total of 45 interviews. Data were analyzed using conventional content analysis. RESULTS Three major themes (illness perceptions, decision to start treatment, and navigating treatment over time) and 10 subthemes were identified that were reflected across time in all patient experiences. Patients faced challenges with symptom experiences, treatment decisions, and unmet information needs affecting their quality of life. CONCLUSIONS Gaining knowledge about the challenges facing patients with HCC is crucial for designing interventions that optimize their quality of life. IMPLICATIONS FOR PRACTICE Healthcare professionals may improve the quality of life of patients with terminal HCC by eliciting patients' perceptions of their illness and treatment decisions, symptom experiences, and information needs as the disease progresses and providing symptom management and offering information tailored to their needs. Care for patients with HCC who are approaching the end of life should be multidisciplinary and include timely referral to palliative care.
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12
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Ji Z, Meng G, Huang D, Yue X, Wang B. NMFBFS: A NMF-Based Feature Selection Method in Identifying Pivotal Clinical Symptoms of Hepatocellular Carcinoma. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2015; 2015:846942. [PMID: 26579207 PMCID: PMC4633688 DOI: 10.1155/2015/846942] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Revised: 06/20/2015] [Accepted: 07/02/2015] [Indexed: 01/05/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a highly aggressive malignancy. Traditional Chinese Medicine (TCM), with the characteristics of syndrome differentiation, plays an important role in the comprehensive treatment of HCC. This study aims to develop a nonnegative matrix factorization- (NMF-) based feature selection approach (NMFBFS) to identify potential clinical symptoms for HCC patient stratification. METHODS The NMFBFS approach consisted of three major steps. Firstly, statistics-based preliminary feature screening was designed to detect and remove irrelevant symptoms. Secondly, NMF was employed to infer redundant symptoms. Based on NMF-derived basis matrix, we defined a novel similarity measurement of intersymptoms. Finally, we converted each group of redundant symptoms to a new single feature so that the dimension was further reduced. RESULTS Based on a clinical dataset consisting of 407 patient samples of HCC with 57 symptoms, NMFBFS approach detected 8 irrelevant symptoms and then identified 16 redundant symptoms within 6 groups. Finally, an optimal feature subset with 39 clinical features was generated after compressing the redundant symptoms by groups. The validation of classification performance shows that these 39 features obviously improve the prediction accuracy of HCC patients. CONCLUSIONS Compared with other methods, NMFBFS has obvious advantages in identifying important clinical features of HCC.
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Affiliation(s)
- Zhiwei Ji
- Machine Learning & Systems Biology Lab, School of Electronics and Information Engineering, Tongji University, 4800 Caoan Road, Shanghai 201804, China
- School of Information Engineering, Zhejiang A&F University, 88 Huancheng North Road, Linan 311300, China
| | - Guanmin Meng
- Department of Clinical Laboratory, Tongde Hospital of Zhejiang Province, 234th Gucui Road, Hangzhou 310012, China
| | - Deshuang Huang
- Machine Learning & Systems Biology Lab, School of Electronics and Information Engineering, Tongji University, 4800 Caoan Road, Shanghai 201804, China
| | - Xiaoqiang Yue
- Department of Traditional Chinese Medicine, Changzheng Hospital, Second Military Medical University, 415 Fengyang Road, Shanghai 200003, China
| | - Bing Wang
- Machine Learning & Systems Biology Lab, School of Electronics and Information Engineering, Tongji University, 4800 Caoan Road, Shanghai 201804, China
- The Advanced Research Institute of Intelligent Sensing Network, Tongji University, 4800 Caoan Road, Shanghai 201804, China
- The Key Laboratory of Embedded System and Service Computing, Tongji University, 4800 Caoan Road, Shanghai 201804, China
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Mathew S, Ali A, Abdel-Hafiz H, Fatima K, Suhail M, Archunan G, Begum N, Jahangir S, Ilyas M, Chaudhary AG, Al Qahtani M, Mohamad Bazarah S, Qadri I. Biomarkers for virus-induced hepatocellular carcinoma (HCC). INFECTION GENETICS AND EVOLUTION 2014; 26:327-39. [DOI: 10.1016/j.meegid.2014.06.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Revised: 06/14/2014] [Accepted: 06/14/2014] [Indexed: 02/07/2023]
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14
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Kumar M, Panda D. Role of supportive care for terminal stage hepatocellular carcinoma. J Clin Exp Hepatol 2014; 4:S130-9. [PMID: 25755605 PMCID: PMC4284220 DOI: 10.1016/j.jceh.2014.03.049] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 03/03/2014] [Indexed: 02/07/2023] Open
Abstract
Patients with end stage or terminal HCC are those presenting with tumors leading to a very poor Performance Status (ECOG 3-4) or Child-Pugh C patients with tumors beyond the transplantation threshold. Among HCC patients, 15-20% present with end stage or terminal stage HCC. Their median survival is less than 3-4 months. The management of end stage or terminal HCC is only symptomatic and no definitive tumor directed treatment is indicated. Patients with end stage or terminal HCC should receive palliative support including management of pain, nutrition and psychological support. In general, they should not be considered for participating in clinical trials. This review focuses on palliative care of terminal stage HCC.
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Affiliation(s)
- Manoj Kumar
- Department of Hepatology and Liver Transplantation, Institute of Liver and Biliary Sciences, D1 Vasant Kunj, New Delhi, India
| | - Dipanjan Panda
- Department of Medical Oncology, Institute of Liver and Biliary Sciences, D1 Vasant Kunj, New Delhi, India
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Alsirafy SA, Al-Shahri MZ, Hassan AA, Hidayatullah M, Ghanem HM. Pattern of electrolyte abnormalities among cancer patients referred to palliative care: a review of 750 patients. PROGRESS IN PALLIATIVE CARE 2013. [DOI: 10.1179/096992607x196123] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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16
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Hwang SJ, Chang HT, Hwang IH, Wu CY, Yang WH, Li CP. Hospice offers more palliative care but costs less than usual care for terminal geriatric hepatocellular carcinoma patients: a nationwide study. J Palliat Med 2013; 16:780-5. [PMID: 23790184 DOI: 10.1089/jpm.2012.0482] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Hospice care is important for patients with terminal hepatocellular carcinoma (HCC), especially in endemic areas of viral hepatitis. Differences between hospice care and usual care for geriatric HCC inpatients have not yet been explored in a nationwide survey. OBJECTIVE The study's purpose was to analyze differences between hospice care and usual care for geriatric HCC inpatients in a nationwide survey. METHODS This nationwide, population-based study used data obtained from the Taiwan National Health Insurance Database. Patients with terminal HCC who were ≥65 years old and received their end-of-life care in the hospital between January 2001 and December 2004 were recruited. The comparison group was selected by propensity score matching from patients receiving usual care in acute wards. RESULTS We enrolled 729 terminal HCC patients receiving inpatient hospice care and 729 matched controls selected from 2482 HCC patients receiving usual care. Hospice care patients were treated mainly by family medicine doctors (36%) and oncologists (26%), while usual care patients were treated mainly by gastroenterologists (60.2%). The natural opium alkaloids were used more in the hospice care group than in the usual care group (72.7% versus 25.5%, P<0.001), whereas the length of stay (8±7.7 days versus 14.1±14.3 days, P<0.001), aggressive procedures (all P<0.005), and medical expenses (all P<0.001) were significantly less in the hospice care group. CONCLUSION HCC patients in hospice wards received more narcotic palliative care, underwent fewer aggressive procedures, and incurred lower costs than those in acute wards. Hospice care should be promoted as a viable option for terminally ill, elderly HCC patients.
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Affiliation(s)
- Shinn-Jang Hwang
- Department of Family Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
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Cheng SY, Dy S, Fang PH, Chen CY, Chiu TY. Evaluation of Inpatient Multidisciplinary Palliative Care Unit on Terminally Ill Cancer Patients from Providers' Perspectives: A Propensity Score Analysis. Jpn J Clin Oncol 2012; 43:161-9. [DOI: 10.1093/jjco/hys201] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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18
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Art therapy for terminal cancer patients in a hospice palliative care unit in Taiwan. Palliat Support Care 2012; 10:51-7. [DOI: 10.1017/s1478951511000587] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
AbstractObjective:Even though terminal cancer patients receive help from a hospice palliative care team, they have to suffer the pressure of death with deteriorating conditions. This study aims to evaluate the effect of art therapy for these terminal cancer patients.Method:The patients involved were terminal cancer patients who were under the care of team members, which included physicians, nurses, social workers, clergy, art therapists, and volunteers in a hospice palliative care unit in Taiwan. The art therapy in our study took the form of visual fine art appreciation and hands-on painting. The effects of the art therapy were evaluated according to patients' feelings, cognitions, and behaviors.Results:There were 177 patients (105 males and 72 females; mean age: 65.4 ±15.8 years) in the study. Each patient received a mean of 2.9 ± 2.0 sessions of the art therapy and produced a mean of 1.8 ± 2.6 pieces of art. During the therapy, most patients described their feelings well, and created art works attentively. Patients expressed these feelings through image appreciation and hands-on painting, among which the landscape was the most common scene in their art. After the therapy, the mean score of patients' artistic expressions (one point to each category: perception of beauty, art appreciation, creativity, hands-on artwork, and the engagement of creating artwork regularly) was 4.0 ± 0.7, significantly higher than the score before therapy (2.2 ± 1.4, p < 0.05). During the therapy, 70% of patients felt much or very much relaxed in their emotional state and 53.1% of patients felt much or very much better physically.Significance of results:Terminal cancer patients in a hospice palliative care unit in Taiwan may benefit from art therapy through visual art appreciation and hands-on creative artwork.
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19
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Gastrointestinal Malignancies. Palliat Care 2011. [DOI: 10.1016/b978-1-4377-1619-1.00029-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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20
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Nebreda C, Vallejo R, Aliaga L, Benyamin R. Percutaneous Sacroplasty and Sacroiliac Joint Cementation under Fluoroscopic Guidance for Lower Back Pain Related to Sacral Metastatic Tumors with Sacroiliac Joint Invasion. Pain Pract 2010; 11:564-9. [DOI: 10.1111/j.1533-2500.2010.00439.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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21
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Clinical Experience With Strong Opioids in Pain Control of Terminally ill Cancer Patients in Palliative Care Settings in Taiwan. ACTA ACUST UNITED AC 2010. [DOI: 10.1016/j.jecm.2010.10.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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22
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Chang PMH, Liu YYL, Chao TC, Lin HL, Chen MB, Chen PM, Chiou TJ. A new hospice consulting system for terminal cancer patients in transferring to post-acute care options in Taiwan. Eur J Cancer Care (Engl) 2009; 19:267-72. [PMID: 19709171 DOI: 10.1111/j.1365-2354.2008.00983.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The terminal cancer patients increase needs for hospice care day by day. A new hospice consulting system has been developed in Taiwan to provide options for terminal cancer patients in choosing a suitable post-acute hospice care while a combined hospice care system is also given by the consulting team in the acute wards. Hereinafter is our report. From March 2005 to January 2006, 313 terminal cancer patients were analysed. These patients had signed consent forms for palliative treatment and had received consultations from the new hospice consulting system. Multivariate analysis showed that the home care patients had better performance status (P = 0.012), less shortness of breath (P = 0.006), less limbs swelling (P = 0.043), less flatulency (P = 0.000) and less constipation (P = 0.018). Among the 162 patients with regular follow-up, the symptoms/signs were significantly improved after intervention of consulting team in pain (P = 0.000), shortness of breath (P = 0.000), difficulty in sleeping (P = 0.002), nausea (P = 0.004), constipation (P = 0.008), changes in skin (P = 0.024) and adoption (P = 0.000). This new system had significant improvement in the terminal cancer patients' symptoms/signs control in acute wards and could contribute to the care quality of home care patients.
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Affiliation(s)
- P M-H Chang
- Division of Hematology and Oncology, Department of Medicine, Taipei Veterans General Hospital and National Yang-Ming University School of Medicine, Taipei, Taiwan.
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Kitada T, Narimatsu T, Yamaguchi S. Olanzapine as an antiemetic in intractable nausea and anorexia in patients with advanced hepatocellular carcinoma: three case series. ACTA ACUST UNITED AC 2009. [DOI: 10.2957/kanzo.50.153] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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24
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Abstract
Hepatocellular carcinoma (HCC) annually causes about one million deaths. Because of advanced stage at diagnosis, HCC carries a five-year survival rate of less than 5% in patients diagnosed with unresectable disease. Incidence for HCC is higher in men and individuals of Asian descent, where viral hepatitis, a leading cause of HCC, is endemic. This article will provide an overview of the complex symptom management of patients with HCC. The occurrence of multiple symptoms, including pain, fatigue, weight loss, and obstructive syndromes (e.g., ascites, jaundice) in patients with HCC is common. Because of limitations in the efficacy of current treatment options, aggressive symptom management is key to preserving physical functioning and quality of life in patients with HCC. A multidisciplinary team approach to symptom management of patients with HCC is critical, with oncology nurses playing an integral role.
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Affiliation(s)
- Virginia Chih-Yi Sun
- Department of Nursing Research and Education in Division of Population Sciences, City of Hope National Medical Center, Duarte, CA, USA.
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25
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Medici V, Rossaro L, Wegelin JA, Kamboj A, Nakai J, Fisher K, Meyers FJ. The utility of the model for end-stage liver disease score: a reliable guide for liver transplant candidacy and, for select patients, simultaneous hospice referral. Liver Transpl 2008; 14:1100-6. [PMID: 18668666 DOI: 10.1002/lt.21398] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Patients with chronic liver disease are referred late to hospice or never referred. There are several barriers to timely referral. First, liver transplantation (LT) and hospice care have always been perceived as mutually exclusive. Yet the criteria for hospice referral and for LT are more similar than different (for example, advanced liver disease and imminent death). Second, physicians, patients, and families have not had a reliable metric to guide referral. However, many patients wait for transplantation but never receive an organ. We hypothesized that the Model for End-Stage Liver Disease (MELD) score already in use to prioritize LT could be used in selected patients for concurrent hospice referral. Furthermore, we hypothesized that patients awaiting LT can receive hospice care and remain eligible for transplantation. Patients with advanced or end-stage liver disease were referred to the University of California Davis Health System hospice program. We correlated the MELD score at admission to length of stay (LOS) in hospice. A total of 157 end-stage liver disease patients were admitted to the hospice service. At the time of hospice admission the mean MELD score was 21 (range, 6-45). The mean length of hospice stay was 38 days (range, 1-329 days). A significant correlation was observed between hospice LOS and MELD score at hospice admission (P < 0.01). Six patients were offered a liver graft while on the combined (LT and hospice) program. MELD can be used to guide clinician recommendation to families about hospice care, achieving one of the national benchmark goals of increasing hospice care duration beyond the current median of 2-3 weeks. A higher MELD score might augment physician judgment as to hospice referral. Hospice care for selected patients may be an effective strategy to improve the care of end-stage liver disease patients waiting for LT.
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Affiliation(s)
- Valentina Medici
- Department of Internal Medicine, University of California, Davis, Sacramento, CA 95817, USA.
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26
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van den Beuken-van Everdingen MHJ, de Rijke JM, Kessels AG, Schouten HC, van Kleef M, Patijn J. Prevalence of pain in patients with cancer: a systematic review of the past 40 years. Ann Oncol 2007; 18:1437-49. [PMID: 17355955 DOI: 10.1093/annonc/mdm056] [Citation(s) in RCA: 1217] [Impact Index Per Article: 71.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Despite the abundant literature on this topic, accurate prevalence estimates of pain in cancer patients are not available. We investigated the prevalence of pain in cancer patients according to the different disease stages and types of cancer. PATIENTS AND METHODS A systematic review of the literature was conducted. An instrument especially designed for judging prevalence studies on their methodological quality was used. Methodologically acceptable articles were used in the meta-analyses. RESULTS Fifty-two studies were used in the meta-analysis. Pooled prevalence rates of pain were calculated for four subgroups: (i) studies including patients after curative treatment, 33% [95% confidence interval (CI) 21% to 46%]; (ii) studies including patients under anticancer treatment: 59% (CI 44% to 73%); (iii) studies including patients characterised as advanced/metastatic/terminal disease, 64% (CI 58% to 69%) and (iii) studies including patients at all disease stages, 53% (CI 43% to 63%). Of the patients with pain more than one-third graded their pain as moderate or severe. Pooled prevalence of pain was >50% in all cancer types with the highest prevalence in head/neck cancer patients (70%; 95% CI 51% to 88%). CONCLUSION Despite the clear World Health Organisation recommendations, cancer pain still is a major problem.
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Lin CC, Chang AP, Cleeland CS, Mendoza TR, Wang XS. Taiwanese version of the M. D. Anderson symptom inventory: symptom assessment in cancer patients. J Pain Symptom Manage 2007; 33:180-8. [PMID: 17280923 DOI: 10.1016/j.jpainsymman.2006.07.018] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2006] [Revised: 07/28/2006] [Accepted: 07/28/2006] [Indexed: 11/28/2022]
Abstract
The purpose of this study was to validate the Taiwanese version of the M. D. Anderson Symptom Inventory (MDASI-T) in a sample of 556 Taiwanese patients with multiple diagnoses of cancer. The internal consistency Cronbach alpha was 0.89 for symptom severity items and 0.94 for interference items. The test-retest reliability was 0.97 for the severity composite score and 0.96 for the interference composite score over a 3-day interval in a sample of 12 patients. Construct validity was established by factor analysis, which revealed a two-factor structure. Concurrent validity was examined by correlating the MADSI-T scores and scores of the Medical Outcome Study 36-Item Short-Form Health Survey. Known-group validity was established by comparing MDASI-T scores between patients having low functional status and those having high functional status (Karnofsky Performance Status scores<or=50 or >50, respectively) and between inpatients and outpatients. The MDASI-T's sensitivity (its ability to detect small differences in reporting variations) was examined by comparing the MDASI-T composite symptom scores and composite interference scores before, during, and one week after treatment in a sample of 20 breast cancer patients receiving chemotherapy. The MDASI-T is a reliable, valid, and sensitive instrument for measuring the severity and interference with daily life of cancer-related symptoms among Taiwanese cancer patients.
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Affiliation(s)
- Chia-Chin Lin
- Graduate Institute of Nursing, Taipei Medical University, Tainan, Taiwan.
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28
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Gastrointestinal Malignancies. Palliat Care 2007. [DOI: 10.1016/b978-141602597-9.10025-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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29
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Lin CC, Chang AP, Chen ML, Cleeland CS, Mendoza TR, Wang XS. Validation of the Taiwanese version of the Brief Fatigue Inventory. J Pain Symptom Manage 2006; 32:52-9. [PMID: 16824985 DOI: 10.1016/j.jpainsymman.2005.12.019] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/08/2005] [Indexed: 11/30/2022]
Abstract
We validated the Taiwanese version of the Brief Fatigue Inventory (BFI-T) in a sample of 439 Taiwanese patients with multiple cancer diagnoses. Internal consistency was indicated by Cronbach alphas of 0.96 for fatigue-related severity and 0.95 for interference. Test-retest reliability was 0.89 for fatigue severity and 0.91 for interference. Factor analysis revealed a one-factor structure. Convergent validity was examined by correlating the BFI-T worst fatigue and fatigue severity composite scores with POMS vigor and fatigue subscales scores. Known-group validity was established by comparing BFI-T worst fatigue and severity composite scores between patients with low functional status and high functional status and between inpatients and outpatients. The BFI-T's sensitivity was examined by comparing BFI-T severity and interference composite scores before, during, and after chemotherapy treatment in a subsample of 20 breast cancer patients. The BFI-T is reliable, valid, and sensitive for measuring cancer-related fatigue severity and interference among Taiwanese cancer patients.
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Affiliation(s)
- Chia-Chin Lin
- Graduate Institute of Nursing, Taipei Medical University, Taipei, Taiwan, ROC.
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Sanchez W, Talwalkar JA. Palliative care for patients with end-stage liver disease ineligible for liver transplantation. Gastroenterol Clin North Am 2006; 35:201-19. [PMID: 16530121 DOI: 10.1016/j.gtc.2005.12.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The proportion of patients with ESLD who will be managed without liver transplantation will increase in the near future, largely as a result of the increasing age of the population. Patients with ESLD are subject to many physical and psychosocial symptoms that negatively affect health-related quality of life. Sleep quality should be maximized by controlling pruritus and leg cramps. Many frequently used therapies are not supported by a strong evidence base. Advance directives should be addressed with all patients with ESLD, preferably in the outpatient setting before an acute deterioration. Medicare provides a hospice benefit for patients with ESLD, and referral to a hospice is appropriate for patients with an expected survival of 6 months or less.
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Affiliation(s)
- William Sanchez
- Department of Medicine, Division of Gastroenterology & Hepatology, Mayo Clinic College of Medicine, 200 First Street, SW, Rochester, MN 55901, USA
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31
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Chi CL, Liu KL, Yuan A, Lien WC, Chen WJ, Wang HP. Pulmonary tumor embolism--diagnosis in the ED. Am J Emerg Med 2005; 23:808-10. [PMID: 16182993 DOI: 10.1016/j.ajem.2005.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2005] [Accepted: 03/05/2005] [Indexed: 01/22/2023] Open
Affiliation(s)
- Chun-Lin Chi
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei 100, Taiwan
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