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Xi K, Jingping L, Yaqing L, Xinyuan Y, Hui L, Mei Y, Qingyue C, Dun L. Analysis of the factors influencing moderate to poor performance status in patients with cancer after chemotherapy: a cross-sectional study comparing three models. Sci Rep 2024; 14:3336. [PMID: 38336998 PMCID: PMC10858030 DOI: 10.1038/s41598-024-53481-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 01/31/2024] [Indexed: 02/12/2024] Open
Abstract
There are no models for assessing the factors that determine moderate to poor performance status in patients with cancer after chemotherapy. This study investigated the influencing factors and identified the best model for predicting moderate-poor performance status. A convenience sampling method was used. Demographic and clinical data and evaluation results for fatigue, pain, quality of life and Eastern Cooperative Oncology Group status were collected three days after the end of chemotherapy. Decision tree, random forest and logistic regression models were constructed. Ninety-four subjects in the case group had moderate to poor performance status, and 365 subjects in the control group had no or mild activity disorders. The random forest model was the most accurate model. Physical function, total protein, general quality of life within one week before chemotherapy, hemoglobin, pain symptoms and globulin were the main factors. Total protein and hemoglobin levels reflect nutritional status, and globulin levels are an index of liver function. Therefore, physical function, nutritional status, general quality of life and pain symptoms within one week before chemotherapy and liver function can be used to predict moderate-poor performance status. Nurses should pay more attention to patients with poor physical function, poor nutritional status, lower quality of life and pain symptoms after chemotherapy.
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Affiliation(s)
- Ke Xi
- Nursing Department, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Lin Jingping
- Department of Critical Care Medicine, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Liu Yaqing
- Nursing Department, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Yu Xinyuan
- The School of Nursing, Fujian Medical University, Fuzhou, 350122, Fujian Province, China
| | - Lin Hui
- Department of Abdominal Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Yang Mei
- Department of Abdominal Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Chen Qingyue
- Department of Abdominal Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, 350014, Fujian, China
| | - Liu Dun
- The School of Nursing, Fujian Medical University, Fuzhou, 350122, Fujian Province, China.
- Nursing School, Fujian Medical University, No. 1, Xuefu North Road, Shangjie Town, Minhou County, Fuzhou City, 350014, Fujian Province, China.
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Mathews JJ, Chow R, Wennberg E, Lau J, Hannon B, Zimmermann C. Telehealth palliative care interventions for patients with advanced cancer: a scoping review. Support Care Cancer 2023; 31:451. [PMID: 37421447 DOI: 10.1007/s00520-023-07907-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: 05/24/2023] [Accepted: 06/26/2023] [Indexed: 07/10/2023]
Abstract
PURPOSE Telehealth allows patients to maintain contact with healthcare providers without necessitating travel, and is becoming increasingly utilized. The purpose of this study is to describe the components of telehealth palliative care interventions for patients with advanced cancer before the COVID-19 pandemic; identify any intervention components associated with improvements in outcomes; and evaluate reporting of interventions. METHODS This scoping review was registered on the Open Science Framework. We searched 5 medical databases from inception to June 19, 2020. Inclusion criteria were: age ≥ 18, advanced cancer, asynchronous or synchronous telehealth intervention, and specialized palliative care interventions in any setting. We assessed the quality of intervention reporting using the Template for Intervention Description and Replication (TIDieR) checklist. RESULTS Twenty-three studies met the inclusion criteria: 15 (65%) quantitative (7 randomized controlled trials, 5 feasibility trials, 3 retrospective chart reviews); 4 (17%) mixed methods, and 4 (17%) qualitative. Most quantitative and mixed methods studies were conducted in North America (12/19, 63%), reported on hybrid (in-person and telehealth) interventions (9/19, 47%), and were delivered by nurses (12/19, 63%) in the home setting (14/19, 74%). In most studies that reported improvements in patient- or caregiver-reported outcomes, the content was psychoeducational and resulted in improvements for psychological symptoms. No study provided complete reporting on all 12 TIDieR checklist items. CONCLUSION Telehealth studies are needed that reflect palliative care's mission to provide multidisciplinary team-based care that improves quality of life in diverse settings, and that provide detailed reporting of interventions.
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Affiliation(s)
- Jean Jacob Mathews
- Division of Palliative Medicine, Department of Medicine and Department of Oncology, Queen's University, Kingston, Ontario, Canada
| | - Ronald Chow
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 620 University Ave, 12-300, Toronto, Ontario, M5G 2C1, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Erica Wennberg
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Jenny Lau
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 620 University Ave, 12-300, Toronto, Ontario, M5G 2C1, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Palliative Care, Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Breffni Hannon
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 620 University Ave, 12-300, Toronto, Ontario, M5G 2C1, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Division of Palliative Care, Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Camilla Zimmermann
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 620 University Ave, 12-300, Toronto, Ontario, M5G 2C1, Canada.
- Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
- Division of Palliative Care, Department of Medicine, University Health Network, Toronto, Ontario, Canada.
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da Silva SHK, de Oliveira LC, E Silva Lopes MSDM, Wiegert EVM, Motta RST, Ferreira Peres WA. The patient generated-subjective global assessment (PG-SGA) and ECOG performance status are associated with mortality in patients hospitalized with breast cancer. Clin Nutr ESPEN 2023; 53:87-92. [PMID: 36657935 DOI: 10.1016/j.clnesp.2022.11.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 10/22/2022] [Accepted: 11/25/2022] [Indexed: 12/02/2022]
Abstract
AIM This study evaluated the association between risk of malnutrition and performance status, and mortality in hospitalized breast cancer patients. METHODS Prospective cohort study with hospitalized breast cancer patients evaluated at a referral Cancer Center. The Risk of malnutrition was assessed by the Patient-Generated Subjective Global Assessment (PG-SGA) and performance status was determined using the Eastern Cooperative Oncology Group Performance Status Scale (ECOG PS). Logistic regression was used to analyze the factors associated with death, using the odds ratio (OR) with a 95% confidence interval (CI) as an effect measure. RESULTS A total of 195 woman were included, with a mean age of 56.3 (±12.6) years. Patients with an overall PG-SGA score ≥18 (OR: 2.11; 95% CI: 1.03-4.62) and ECOG PS ≥ 3 (OR: 3.34; 95% CI: 1.48-7.52) had a higher occurrence of death during hospitalization, regardless of age or disease stage. The concomitant presence of these two factors improved the accuracy of the association (OR: 5.32; 95% CI: 3.11-9.76) and showed good predictive accuracy (C-statistics: 0.77). CONCLUSION Nutritional risk and poor performance status were associated with a higher occurrence of death in women with breast cancer. The use of these two indicators improves their predictive accuracy for mortality.
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Affiliation(s)
| | | | | | | | | | - Wilza Arantes Ferreira Peres
- Department of Nutrition and Dietetics, Institute of Nutrition, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
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Zhang X, Zhang Q, Tang M, Zhang KP, Zhang XW, Song MM, Ruan GT, Sun Q, Li W, Xu HX, Cong MH, Deng L, Shi HP. Nutrition-inflammation marker enhances prognostic value to ECOG performance status in overweight or obese patients with cancer. JPEN J Parenter Enteral Nutr 2023; 47:109-119. [PMID: 35589385 DOI: 10.1002/jpen.2407] [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: 01/27/2022] [Revised: 04/02/2022] [Accepted: 05/16/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Overweight or obese cancer patients are more likely to develop a proinflammatory status. The aim of this study was to investigate whether the nutrition-inflammation marker can provide additional prognostic information on top of well-established Eastern Cooperative Oncology Group performance status (ECOG-PS) in overweight or obese patients with cancer. METHODS A total of 1667 overweight or obese cancer patients were enrolled in this study. We assessed the prediction accuracy of 10 nutrition-inflammation markers by time-dependent receiver operating characteristic (ROC) and elucidated their association with overall survival by the Kaplan-Meier method and a Cox model. RESULTS In this analysis, the majority of patients had a good performance status (ECOG-PS score ≤1; 88.3%). Both the area under ROC curves and the C-index of the lymphocyte-C-reactive protein ratio (LCR) demonstrated that LCR was the most significant nutrition-inflammation marker correlated with survival. In patients with good ECOG-PS, a low LCR was significantly associated with poorer prognosisand enhanced the predictive ability of one-year mortality. For specific tumor types, a low LCR was an independent prognostic factor for lung cancer, upper gastrointestinal cancer, and colorectal cancer, and it tended to be a significant predictor for breast cancer. In addition, those patients with a combined low LCR and poorer ECOG-PS (ECOG-PS score >1) showed the worst prognosis. CONCLUSION The LCR is more strongly associated with overall survival than other nutrition-inflammation markers, and it is able to further detect patients with worse prognosis on top of ECOG-PS in overweight or obese patients with cancer.
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Affiliation(s)
- Xi Zhang
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Department of Comprehensive Oncology, Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Qi Zhang
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Meng Tang
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Kang-Ping Zhang
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Xiao-Wei Zhang
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Meng-Meng Song
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Guo-Tian Ruan
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Qiang Sun
- Laboratory of Cell Engineering, Institute of Biotechnology, Research Unit of Cell Death Mechanism, Chinese Academy of Medical Science, Beijing, China
| | - Wei Li
- Cancer Center of the First Hospital of Jilin University, Changchun, China
| | - Hong-Xia Xu
- Department of Clinical Nutrition, Daping Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Ming-Hua Cong
- Department of Comprehensive Oncology, Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Li Deng
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
| | - Han-Ping Shi
- Department of Gastrointestinal Surgery and Department of Clinical Nutrition, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.,Key Laboratory of Cancer FSMP for State Market Regulation, Beijing, China.,Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition, Beijing, China
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Kajimoto Y, Honda K, Nozawa K, Mukai M, Teng L, Igarashi A. Use of Anticancer Therapies and Economic Burden Near the End of Life in Japan: Results From Claims Database. JCO Glob Oncol 2022; 8:e2200227. [PMID: 36455173 PMCID: PMC10166540 DOI: 10.1200/go.22.00227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
PURPOSE In patients with cancer, aggressive treatment near the end of life (EOL) may decrease quality of life and increase medical costs. In this study, we examined the use of anticancer therapies near the EOL in Japan. METHODS We used a commercial database of health insurance claims in Japan, to examine patient data on cancer and death until August 2020. We assessed the proportion of patients using anticancer therapies within 14 days of death, associated factors, and medical costs from the payer's perspective. RESULTS The database documented 5,759 patients with cancer who died between December 2013 and August 2020. Among them, 4.8% of patients and 3.9% of age-adjusted patients received anticancer therapy within 14 days of death. Patients age < 60 years were associated with a high probability of receiving anticancer therapy near the EOL. The estimated annual anticancer therapy and related costs were Japanese yen 1,296 million (US dollars 12.6 million). CONCLUSION We found the percentage of patients receiving anticancer therapies within 14 days of death in Japan, its associated factors, and economic burden. Our findings can serve as a benchmark for optimizing EOL care.
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Affiliation(s)
- Yusuke Kajimoto
- Department of Health Economics and Outcomes Research, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan.,Oncology Science Unit, MSD. K.K., Tokyo, Japan
| | - Kazunori Honda
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Kazuki Nozawa
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Mineko Mukai
- Nursing Department, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Lida Teng
- Department of Health Economics and Outcomes Research, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| | - Ataru Igarashi
- Department of Health Economics and Outcomes Research, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan.,Unit of Public Health and Preventive Medicine, Yokohama City University School of Medicine, Yokohama, Japan
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Effects of the Heart to Heart Card Game for Patients with Advanced Cancer Receiving Home-Based Palliative Care: A Clinical Randomized Controlled Trial. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19106115. [PMID: 35627652 PMCID: PMC9140332 DOI: 10.3390/ijerph19106115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 05/08/2022] [Accepted: 05/15/2022] [Indexed: 11/17/2022]
Abstract
The Heart to Heart Card Game improves psychological health outcomes in hospitalized patients with advanced cancer, but effectiveness studies for patients at home are rare. This randomized controlled study was conducted to determine the effectiveness of the Heart to Heart Card Game on patients with advanced cancer receiving home-based palliative care. Sixty-six participants were randomly assigned to the intervention group (n = 34) and control group (n = 32). The quality of life, dignity, and psychological distress were considered as outcomes, which were assessed pre-intervention and six weeks after the intervention. There was a statistical difference in the quality of life (global health statues) between the intervention group and the control group after intervention (z = 2.017, p < 0.05). A significant difference was found in the quality of life (emotional, social function), dignity (symptom distress dimension), and psychological distress in the intervention group through intragroup comparison before and after the intervention. This randomized trial showed that the Heart to Heart Card Game likely alleviates barriers to end-of-life conversations and helps patients with advanced cancer maintain a more stable mental state. This trial has been registered at the Chinese Clinical Trial Registry (registration number: ChiCTR2100049933).
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Rosa KSDC, Cypriano RDP, Albuquerque NM, de Oliveira LC. Predictive Factors of Death on Hospitalization in Patients With Advanced Cancer in Palliative Care. Am J Hosp Palliat Care 2020; 38:1189-1194. [PMID: 33267634 DOI: 10.1177/1049909120976398] [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: 01/04/2023] Open
Abstract
BACKGROUND Prognostic assessment is essential to plan the care of patients with advanced cancer in palliative care. OBJECTIVE Thus, this study aims to assess the predictors of death in inpatients with advanced cancer in palliative care. METHODS This is a clinical, observational cohort study with patients aged >20 years, of both genders, evaluated within 48 hours of the first hospitalization. The independent variables were tumor location, nutritional risk [through the Patient-Generated Subjective Global Assessment (PG-SGA) short form], laboratory tests [C-reactive protein and albumin] and Karnofsky Performance Status (KPS). Logistic regression analyses were performed. RESULTS Eighty-two patients were evaluated, whose mean age was 61.8 (± 13.2) years. Forty-nine (59.8%) patients died during hospitalization, among which the majority had KPS of 30-40% (p-value = 0.043), higher means of the total score of the PG-SGA (p-value = 0.050) and lower serum albumin concentrations (p-value = 0.011). According to the multivariate model, tumor location in the gastrointestinal (GI) tract (OR: 1.73; 95% CI: 1.57-1.94), 30-40% KPS (OR: 1.29; 95% CI: 1.07-1.63) and albumin concentrations <3.5 g/dL (OR: 4.65; 95% CI: 1.22-17.7) were independent factors associated with an increased chance of death from hospitalization. CONCLUSION Presenting an advanced tumor with localization in the GI tract, KPS ≤40% and serum albumin concentration <3.5 g/dL at admission were predictors of death in inpatients under palliative care.
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