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Schulz CB, Rainsbury P, Hoffman JJ, Ah-Kye L, Yang E, Malhotra R, Rogers S, Fayers P, Fayers T. Correction: The watery eye quality of life (WEQOL) questionnaire: a patient-reported outcome measure for surgically amenable epiphora. Eye (Lond) 2021; 36:1521. [PMID: 34400807 DOI: 10.1038/s41433-021-01733-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Christopher B Schulz
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK. .,Corneoplastic Unit, Queen Victoria Hospital NHS Foundation Trust, East Grinstead, RH19 3DZ, UK.
| | - Paul Rainsbury
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK.,Department of Ophthalmology, University Hospitals Plymouth NHS Trust, Plymouth, PL6 8DH, UK
| | - Jeremy J Hoffman
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK.,International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Laura Ah-Kye
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
| | - Elizabeth Yang
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
| | - Raman Malhotra
- Corneoplastic Unit, Queen Victoria Hospital NHS Foundation Trust, East Grinstead, RH19 3DZ, UK
| | - Simon Rogers
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, AB25 2ZD, UK
| | - Tessa Fayers
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
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Schulz CB, Rainsbury P, Hoffman JJ, Ah-Kye L, Yang E, Malhotra R, Rogers S, Fayers P, Fayers T. The watery eye quality of life (WEQOL) questionnaire: a patient-reported outcome measure for surgically amenable epiphora. Eye (Lond) 2021; 36:1468-1475. [PMID: 34234292 DOI: 10.1038/s41433-021-01674-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/13/2021] [Accepted: 06/25/2021] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVE OR PURPOSE To develop and test a patient-reported outcome measure for assessing health-related quality of life (HRQOL) in surgically amenable epiphora. DESIGN Questionnaire development and validation study. PARTICIPANTS 201 patients with a cause of epiphora amenable to surgical intervention, recruited across three independent centres. METHODS, INTERVENTION OR TESTING The watery eye quality of life (WEQOL) questionnaire was developed and refined according to defined psychometric standards. Both surgical and non-surgical participants completed WEQOL at baseline and follow-up (>3 months), along with the Lacrimal Symptom Questionnaire (Lac-Q), RAND Short Form Health Survey (SF-36) and Glasgow Benefit Inventory (GBI). Convergent validity of WEQOL was evaluated according to correlation (R > 0.40) with each of these additional tests. Responsiveness of WEQOL to intervention was evaluated according to patient-reported success. Test-retest reliability was assessed by the Bland-Altman method and intraclass correlation (ICC) in a subset of 64 participants at baseline. MAIN OUTCOME MEASURES WEQOL construct validity, responsiveness and test-retest reliability. RESULTS WEQOL was moderately correlated (R > 0.4) with the Lac-Q and several subscales of the SF-36 (physical role limitation, social, emotional role limitation and emotional well-being). A stronger correlation was found between the change in WEQOL at follow-up and GBI (R = 0.61). An appropriate graded response was found with a significant change in WEQOL score being observed in patients reporting successful (-28%, p < 0.0001) and partially successful surgery (-6%, p = 0.04), but not in those reporting unsuccessful surgery (+2%, p = 0.9). High test-retest reliability was observed (ICC = 0.93). CONCLUSIONS The WEQOL questionnaire has been developed systematically according to modern psychometric standards and has been designed to evaluate the quality of life in patients with epiphora that is of a surgically amenable cause. In this study, it has demonstrated appropriate test-retest reliability, responsiveness and construct validity.
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Affiliation(s)
- Christopher B Schulz
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK. .,Corneoplastic Unit, Queen Victoria Hospital NHS Foundation Trust, East Grinstead, RH19 3DZ, UK.
| | - Paul Rainsbury
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK.,Department of Ophthalmology, University Hospitals Plymouth NHS Trust, Plymouth, PL6 8DH, UK
| | - Jeremy J Hoffman
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK.,International Centre for Eye Health, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Laura Ah-Kye
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
| | - Elizabeth Yang
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
| | - Raman Malhotra
- Corneoplastic Unit, Queen Victoria Hospital NHS Foundation Trust, East Grinstead, RH19 3DZ, UK
| | - Simon Rogers
- Department of Ophthalmology, Portsmouth Hospitals University NHS Trust, Cosham, Portsmouth, PO6 3LY, UK
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, AB25 2ZD, UK
| | - Tessa Fayers
- Western Eye Hospital, Imperial College Healthcare NHS Trust, London, NW1 5QH, UK
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Giesinger JM, Blazeby J, Aaronson NK, Sprangers M, Fayers P, Sparano F, Rees J, Anota A, Wan C, Pezold M, Isharwal S, Cottone F, Efficace F. Differences in Patient-Reported Outcomes That Are Most Frequently Detected in Randomized Controlled Trials in Patients With Solid Tumors: A Pooled Analysis of 229 Trials. Value Health 2020; 23:666-673. [PMID: 32389233 DOI: 10.1016/j.jval.2020.02.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 01/31/2020] [Accepted: 02/07/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES Patient-reported outcome (PRO) measurements used in cancer research can assess a number of health domains. Our primary objective was to investigate which broad types of PRO domains (namely, functional health, symptoms, and global quality of life [QoL]) most frequently yielded significant differences between treatments in randomized controlled trials (RCTs). METHODS A total of 229 RCTs published between January 2004 and February 2019, conducted on patients diagnosed with the most common solid malignancies and assessed using the European Organization for the Research and Treatment of Cancer (EORTC) Quality of Life Questionnaire (QLQ)-C30, were considered. Studies were identified systematically using literature searches in key electronic databases. Unlike other PRO measurements typically used in RCTs, the scoring algorithm of the multidimensional EORTC QLQ-C30 allowed us to clearly distinguish the 3 broad types of PRO domains. RESULTS In total, 134 RCTs (58.5%) reported statistically significant differences between treatment arms for at least 1 of the QLQ-C30 domains. Most frequently, differences were reported for 2 or all 3 broad types of PRO domains (78 of 134 trials; 58.2%). In particular, 35 trials (26.1%) found significant differences for symptoms, functional health, and global QoL, 24 trials (17.9%) for symptoms and functional health, 11 trials (8.2%) for functional health and global QoL, and 8 trials (6.0%) for symptoms and global QoL. The likelihood of finding a statistically significant difference between treatment arms was not associated with key study characteristics, such as study design (ie, open-label vs blinded trials) and industry support. CONCLUSIONS Our findings emphasize the importance of a multidimensional PRO assessment to most comprehensively capture the overall burden of therapy from the patients' standpoint.
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Affiliation(s)
- Johannes M Giesinger
- Medical University of Innsbruck, University Hospital of Psychiatry II, Innsbruck, Austria
| | - Jane Blazeby
- Bristol Centre for Surgical Research and Bristol Biomedical Research Centre, Population Health Sciences, University of Bristol, Bristol, England, UK
| | - Neil K Aaronson
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Mirjam Sprangers
- Department of Medical Psychology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, England, UK
| | - Francesco Sparano
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Jonathan Rees
- Bristol Centre for Surgical Research and Bristol Biomedical Research Centre, Population Health Sciences, University of Bristol, Bristol, England, UK
| | - Amelie Anota
- Methodology and Quality of Life in Oncology Unit (INSERM UMR 1098), University Hospital of Besançon, Besançon, France; French National Platform Quality of Life and Cancer, Besançon, France
| | - Chonghua Wan
- Guangdong Medical University, School of Humanities and Management, Research Center for Quality of Life and Applied Psychology, Dongguan, China
| | - Mike Pezold
- Division of Vascular Surgery, Department of Surgery, New York University Langone Medical Center, New York, NY, USA
| | - Sumit Isharwal
- Department of Urology, University of Virginia, Charlottesville, VA, USA
| | - Francesco Cottone
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy.
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Skjoedt N, Johnsen AT, Sjøgren P, Neergaard MA, Damkier A, Gluud C, Lindschou J, Fayers P, Higginson IJ, Strömgren AS, Groenvold M. Early specialised palliative care: interventions, symptoms, problems. BMJ Support Palliat Care 2020; 11:444-453. [PMID: 32220944 DOI: 10.1136/bmjspcare-2019-002043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 01/22/2020] [Accepted: 02/11/2020] [Indexed: 11/12/2022]
Abstract
BACKGROUND Few studies have investigated the content of interventions provided in early specialised palliative care (SPC). OBJECTIVES To characterise the content of interventions delivered in early SPC in the Danish Palliative Care Trial (DanPaCT), a multicentre trial with six participating sites. METHODS A retrospective qualitative and quantitative study coding all new interventions initiated by the palliative teams and documented in the medical records during the 8-week study period of DanPaCT. Interventions were categorised according to (a) symptom/problem prompting the intervention, (b) type of intervention and (c) professional(s) providing the intervention. RESULTS In total, 145 patients were randomised to the SPC teams. According to the medical records, patients received a median of 3.5 (range 0-22) new interventions in the 8-week intervention-period from the palliative teams. For 24 (18%) of the patients there was no documented interventions in the medical records. The most frequent symptom/problems treated were pain, (100 interventions; 20% of interventions given) and impaired physical function (62; 13% of interventions given). The most frequent type of intervention was pharmacological (232; 42% of interventions given). CONCLUSIONS This is one of the first studies to meticulously investigate the content of interventions documented in the medical records for patients receiving early SPC. Diverse symptoms were treated with many different interventions. However, a relatively low number of interventions were documented. This may explain the lack of effect in DanPaCT but also questions whether all interventions were adequately documented TRIAL REGISTRATION NUMBER: NCT01348048.
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Affiliation(s)
- Nete Skjoedt
- Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen, Denmark
| | - Anna Thit Johnsen
- Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen, Denmark .,Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Per Sjøgren
- Section of Palliative Medicine, Department of Oncology, Rigshospitalet, Copenhagen, Denmark
| | | | - Anette Damkier
- Department of Psychiatry, Odense Universitetshospital, Odense, Denmark
| | - Christian Gluud
- The Copenhagen Trial Unit, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jane Lindschou
- The Copenhagen Trial Unit, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK.,Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | | | | | - Mogens Groenvold
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen, Denmark.,Public Health, University of Copenhagen, Copenhagen, Denmark
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Sommer K, Cottone F, Aaronson NK, Fayers P, Fazi P, Rosti G, Angelucci E, Gaidano G, Venditti A, Voso MT, Baccarani M, Vignetti M, Efficace F. Consistency matters: measurement invariance of the EORTC QLQ-C30 questionnaire in patients with hematologic malignancies. Qual Life Res 2019; 29:815-823. [PMID: 31782016 DOI: 10.1007/s11136-019-02369-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/18/2019] [Indexed: 01/20/2023]
Abstract
PURPOSE To ensure that observed differences in the scores of the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC QLQ-C30) reflect actual differences in health-related quality of life (HRQoL) rather than measurement bias, measurement invariance needs to be established. We investigated the assumption of measurement invariance of the EORTC QLQ-C30 in patients with hematological malignancies across age, sex, comorbidity, disease type, and time. METHODS We used a large database of patients with hematological malignancies, which included HRQoL data collected with the EORTC QLQ-C30. We used the structural equation modeling approach to test for measurement (metric and scalar) invariance across groups (age, sex, comorbidity, disease) and time (baseline, 1 month and 2 month follow-up). Longitudinal invariance was examined in a subgroup of patients diagnosed with myelodysplastic syndromes. RESULTS Confirmatory factor analyses demonstrated full measurement invariance for age and comorbidity and over time, while support for partial scalar invariance was obtained for sex and disease. Violations of invariance for sex were observed for items of the physical functioning scale and the emotional functioning scale, while for disease type, violations of invariance were observed for items of the physical functioning scale, emotional functioning scale, and the cognitive functioning scale. CONCLUSIONS Our findings support measurement invariance of the EORTC QLQ-C30 in a large sample of patients with hematological malignancies. The results showed that the number of non-invariant items was negligible, suggesting that this questionnaire is a valid and robust measurement tool in patients with hematological malignancies, also for comparisons across groups and time.
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Affiliation(s)
- Kathrin Sommer
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy.
| | - Francesco Cottone
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
| | - Neil K Aaronson
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK.,European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Paola Fazi
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
| | - Gianantonio Rosti
- Institute of Hematology "L. and A. Seràgnoli", Department of Experimental, Diagnostic and Specialty Medicine, "S. Orsola-Malpighi" University Hospital, University of Bologna, Bologna, Italy
| | - Emanuele Angelucci
- Ematologia e Centro Trapianti, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Gianluca Gaidano
- Division of Hematology, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | - Adriano Venditti
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Maria Teresa Voso
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Michele Baccarani
- Institute of Hematology "L. and A. Seràgnoli", Department of Experimental, Diagnostic and Specialty Medicine, "S. Orsola-Malpighi" University Hospital, University of Bologna, Bologna, Italy
| | - Marco Vignetti
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
| | - Fabio Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
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Sparano F, Aaronson NK, Sprangers MAG, Fayers P, Pusic A, Kieffer JM, Cottone F, Rees J, Pezold M, Anota A, Charton E, Vignetti M, Wan C, Blazeby J, Efficace F. Inclusion of older patients with cancer in randomised controlled trials with patient-reported outcomes: a systematic review. BMJ Support Palliat Care 2019; 9:451-463. [PMID: 31719051 DOI: 10.1136/bmjspcare-2019-001902] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Revised: 09/20/2019] [Accepted: 10/21/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Inclusion of patient-reported outcomes (PROs) in cancer randomised controlled trials (RCTs) may be particularly important for older patients. The objectives of this systematic review were to quantify the frequency with which older patients are included in RCTs with PROs and to evaluate the quality of PRO reporting in those trials. METHODS All RCTs with PRO endpoints, published between January 2004 and February 2019, which included a patient sample with a mean/median age ≥70 years, were considered for this systematic review. The following cancer malignancies were considered: breast, colorectal, lung, prostate, gynaecological and bladder cancer.Quality of PRO reporting was evaluated using the International Society for Quality of Life Research-PRO standards. Studies meeting at least two-thirds of these criteria were considered to have high-quality PRO reporting. RESULTS Of 649 RCTs identified with a PRO endpoint, only 72 (11.1%) included older patients. Of these, 35 trials (48.6%) were conducted in patients with metastatic/advanced disease. PROs were primary endpoints in 20 RCTs (27.8%). Overall survival was the most frequently reported clinical outcome in studies of patients with metastatic/advanced cancer (n=28, 80%). One-third of the RCTs (n=24, 33.3%) were considered to have high-quality PRO reporting. Overall, the largest prevalence of RCTs with high-quality PRO reporting was observed in prostate and colorectal cancers. CONCLUSIONS Our review indicates not only that PRO-RCT-based studies in oncology rarely include older patients but also that completeness of PRO reporting of many of them is often suboptimal.
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Affiliation(s)
- Francesco Sparano
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Neil K Aaronson
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Mirjam A G Sprangers
- Department of Medical Psychology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Andrea Pusic
- Department of Surgery, Harvard University, Boston, Massachusetts, USA
| | - Jacobien M Kieffer
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Francesco Cottone
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Jonathan Rees
- Bristol Centre for Surgical Research, Population Health Sciences, University of Bristol, Bristol, UK
| | - Mike Pezold
- Division of Vascular Surgery, Department of Surgery, New York University Langone Medical Center, New York, New York, USA
| | - Amelie Anota
- Methodology and Quality of Life in Oncology Unit (INSERM UMR 1098), University Hospital of Besançon, Besançon, France.,French National Platform Quality of Life and Cancer, Besançon, France
| | - Emilie Charton
- Methodology and Quality of Life in Oncology Unit (INSERM UMR 1098), University Hospital of Besançon, Besançon, France
| | - Marco Vignetti
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Chonghua Wan
- School of Humanities and Management, Research Center for Quality of Life and Applied Psychology, Guangdong Medical University, Dongguan, China
| | - Jane Blazeby
- Bristol Centre for Surgical Research, Population Health Sciences, University of Bristol, Bristol, UK
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
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Efficace F, Cottone F, Sommer K, Kieffer J, Aaronson N, Fayers P, Groenvold M, Caocci G, Lo Coco F, Gaidano G, Niscola P, Baccarani M, Rosti G, Venditti A, Angelucci E, Fazi P, Vignetti M, Giesinger J. Validation of the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 Summary Score in Patients With Hematologic Malignancies. Value Health 2019; 22:1303-1310. [PMID: 31708068 DOI: 10.1016/j.jval.2019.06.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 05/02/2019] [Accepted: 06/14/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVES We investigated the validity of the recently developed European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC QLQ-C30) summary score in patients with hematologic malignancies. Specifically, we evaluated the adequacy of a single-factor measurement model for the QLQ-C30, and its known-groups validity and responsiveness to change over time. METHODS We used confirmatory factor analysis to test the single-factor model of the QLQ-C30, using baseline QLQ-C30 data (N = 2134). The QLQ-C30 summary score was compared to the original QLQ-C30 scales using general (age, sex, Eastern Cooperative Oncology Group performance status, comorbidity) and disease-specific (red blood cell transfusion dependency) groups. Repeated measurements allowed us to investigate responsiveness to change in a subgroup of patients with acute myeloid leukemia. RESULTS The single-factor model of the QLQ-C30 exhibited adequate fit in patients with hematologic malignancies. Known-group comparisons generally supported the construct validity of the summary score when using more general grouping variables (sociodemographics, broad clinical parameters). Nevertheless, when groups were formed on the basis of disease-specific variables (eg, transfusion dependency), the summary score performed less well the some of the original, separate scales of the QLQ-C30. CONCLUSION Our findings provide support for the validity of the single-factor model of the EORTC QLQ-C30 in patients with hematologic malignancies. Specifically, the results suggest that the summary score can be used as an endpoint in this population when symptom- or other health domain-specific hypotheses are not available.
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Affiliation(s)
- Fabio Efficace
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy.
| | - Francesco Cottone
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Kathrin Sommer
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Jacobien Kieffer
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, The Netherlands
| | - Neil Aaronson
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, The Netherlands
| | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, England, UK; European Palliative Care Research Centre, Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Mogens Groenvold
- Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen, Denmark; Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Giovanni Caocci
- Department of Medical Sciences, University of Cagliari, Cagliari, Italy
| | - Francesco Lo Coco
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Gianluca Gaidano
- Division of Hematology, Department of Translational Medicine, University of Eastern Piedmont, Novara, Italy
| | | | - Michele Baccarani
- Institute of Hematology "L. and A. Seràgnoli," Department of Experimental, Diagnostic and Specialty Medicine, "S. Orsola-Malpighi" University Hospital, University of Bologna, Italy
| | - Gianantonio Rosti
- Institute of Hematology "L. and A. Seràgnoli," Department of Experimental, Diagnostic and Specialty Medicine, "S. Orsola-Malpighi" University Hospital, University of Bologna, Italy
| | - Adriano Venditti
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | | | - Paola Fazi
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Marco Vignetti
- Italian Group for Adult Hematologic Diseases, Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Johannes Giesinger
- Psychiatry II, Medical University of Innsbruck, University Hospital Innsbruck, Innsbruck, Austria
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Johnsen AT, Petersen MA, Sjøgren P, Pedersen L, Neergaard MA, Damkier A, Gluud C, Fayers P, Lindschou J, Strömgren AS, Nielsen JB, Higginson IJ, Groenvold M. Exploratory analyses of the Danish Palliative Care Trial (DanPaCT): a randomized trial of early specialized palliative care plus standard care versus standard care in advanced cancer patients. Support Care Cancer 2019; 28:2145-2155. [PMID: 31410598 DOI: 10.1007/s00520-019-05021-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 07/30/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND Early and integrated specialized palliative care is often recommended but has still only been investigated in relatively few randomized clinical trials. OBJECTIVE To investigate the effect of early specialized palliative care plus standard care versus standard care on the explorative outcomes in the Danish Palliative Care Trial (DanPaCT). METHODS We conducted a randomized multicentre, parallel-group clinical trial. Consecutive patients with metastatic cancer were included if they had symptoms or problems that exceeded a predefined threshold according to the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30). Outcomes were estimated as the differences between the intervention and the control groups in the change from baseline to the weighted mean of the 3- and 8-week follow-ups measured as areas under the curve. RESULTS In total, 145 patients were randomized to early specialized palliative care plus standard care versus 152 to standard care only. Early specialized palliative care had no significant effect on any of the symptoms or problems. Of the 21 items addressing satisfaction, specialized palliative care improved the item 'overall satisfaction with the help received from the health care system' with 9 points (95% confidence interval 3.8 to 14.2, p = 0.0006) and three other items (all p < 0.05). CONCLUSION In line with the analyses of the primary and secondary outcomes in DanPaCT, we did not find that specialized palliative care, as provided in DanPaCT, affected symptoms and problems. However, patients in the intervention group seemed more satisfied with the health care received than those in the standard care group. TRIAL REGISTRATION NCT01348048.
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Affiliation(s)
- Anna Thit Johnsen
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen, Denmark. .,Department of Psychology, University of Southern Denmark, Campusvej 55, Odense, Denmark.
| | - Morten Aagaard Petersen
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Per Sjøgren
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lise Pedersen
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Anette Damkier
- Palliative Team Fyn, Odense University Hospital, Odense, Denmark
| | - Christian Gluud
- The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen Medical School, Aberdeen, Scotland, UK.,Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Jane Lindschou
- The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Annette S Strömgren
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Irene J Higginson
- King's College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, London, UK
| | - Mogens Groenvold
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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9
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Sparano F, Aaronson NK, Sprangers MA, Fayers P, Pusic A, Kieffer JM, Rees J, Wan C, Pezold M, Fuzesi S, Isharwal S, Anota A, Charton E, Vignetti M, Cottone F, Blazeby JM, Efficace F. Does the quality of patient-reported outcomes (PROs) assessment in randomized controlled trials (RCTs) differ across cancer types and over time? A pooled analysis of 610 RCTs published between 2004 and 2018. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e18218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e18218 Background: PRO endpoints are increasingly being used in cancer RCTs. However, the PRO assessment in such trials often suffers from serious methodological shortcomings, and the results seldom impact on clinical policy or practice. Methods: We performed a systematic review to identify RCTs with a PRO endpoint in breast, colorectal, lung, prostate, gynaecological and bladder cancer. A checklist score for quality of PRO reporting (ranging between 0-100), based on that of the International Society for Quality of Life Research (ISOQOL) and the CONSORT PRO extension, was computed for each RCT. Analyses were also conducted by type of PRO endpoint (primary versus secondary) and year of publication (i.e. before and after the publication of the CONSORT PRO extension). Results: We identified 610 RCTs with a total of 323,482 patients. PROs were most frequently used in RCTs of breast (N = 176), followed by lung (N = 123), prostate (N = 108), colorectal (N = 103), gynaecological (N = 83) and bladder (N = 17) cancer. Quality of PRO reporting (mean score: 56.4) was highest in RCTs conducted in prostate cancer (PCa) (Table). Regardless of cancer type, quality of reporting was typically higher in RCTs where PROs were primary endpoints. Quality of reporting was higher for RCTs published after the CONSORT PRO Extension (2013), with the exception of RCTs conducted in PCa, where quality was stable over time. Conclusions: PRO reporting of RCTs conducted in PCa has better quality than in the other cancer sites that were reviewed. Regardless of cancer site, quality of PRO reporting has improved after the publication of the CONSORT PRO Extension. [Table: see text]
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Affiliation(s)
- Francesco Sparano
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Neil K Aaronson
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Mirjam A.G. Sprangers
- Department of Medical Psychology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Andrea Pusic
- Department of Surgery, Harvard University, Boston, MA
| | - Jacobien M Kieffer
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Jonathan Rees
- Bristol Centre for Surgical Research, School of Social & Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Chonghua Wan
- Guangdong Medical University, School of Humanities and Management, Dongguan, China
| | - Mike Pezold
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sarah Fuzesi
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sumit Isharwal
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Amelie Anota
- Methodology and Quality of Life Unit, Department of Oncology, INSERM UMR 1098, University Hospital of Besancon; French National Platform Quality of Life and Cancer, Besançon, France
| | - Emilie Charton
- Methodology and Quality of Life Unit, Department of Oncology, INSERM UMR 1098, University Hospital of Besancon; French National Platform Quality of Life and Cancer, Besançon, France
| | - Marco Vignetti
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Francesco Cottone
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Jane M. Blazeby
- Bristol Centre for Surgical Research, School of Social & Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
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10
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Sparano F, Aaronson NK, Sprangers MA, Fayers P, Pusic A, Kieffer JM, Rees J, Wan C, Pezold M, Fuzesi S, Isharwal S, Anota A, Charton E, Vignetti M, Cottone F, Blazeby JM, Efficace F. Inclusion of patient-reported outcomes (PROs) in randomized controlled trials (RCTs) with elderly cancer patients: A systematic review. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.e18217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
e18217 Background: Inclusion of PROs in RCTs involving elderly cancer patients may be particularly important, as the elderly are often frail and vulnerable, and treatment decisions need to carefully balance potential burden against benefit. We aimed to determine how many RCTs involving elderly patients have included a PRO endpoint, and identified the most relevant PRO information available in this area. Methods: A systematic review in PubMed/Medline and Cochrane Library identified RCTs with PRO endpoint that enrolled a cancer sample (breast, colorectal, lung, prostate, gynaecological and bladder cancer) with a mean/ median age ≥70 years, published from January 2004 to June 2018. The quality of PRO reporting was evaluated using the ISOQOL-PRO recommended criteria. Two reviewers independently performed data extraction. RCTs meeting at least two-thirds of the recommended criteria were considered as “probably-robust” and therefore most likely to be able to inform patient care. Results: Out of the 610 RCTs with PRO endpoint identified, only 67 RCTs (11%) enrolled a sample that met the above criteria. In 19 RCTs (28.4%) PROs were the primary endpoint and 35 RCTs (52.2%) were conducted in a metastatic population. Less than one-third of these trials (n = 21) were considered as probably-robust. In 10 (47.6%) out of the 21 probably-robust RCTs, PROs favored the experimental arm and in 8 (38.1%) the arms did not differ. Overall survival (OS) was an endpoint in 13 of the probably-robust RCTs. In only 3 of these RCTs (23.1%) did OS improve in the experimental arm and in 10 (76.9%) there was no difference in OS between arms. In about half of the probably-robust trials evaluating OS (n = 7, 53.8%), PROs provided information that contrasted with survival findings. In two RCTs, OS improved in the experimental arm, while PROs either did not change between arms (n = 1) or favoured the control arm (n = 1). Conversely, in 5 RCTs (38.5%), OS did not differ between arms whereas PROs favoured the experimental arm. Conclusions: Among cancer RCTs including PROs, the proportion of those conducted in the elderly is low. However, PRO data may provide useful information for these type of patients and their clinicians.
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Affiliation(s)
- Francesco Sparano
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Neil K Aaronson
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Mirjam A.G. Sprangers
- Department of Medical Psychology, Academic Medical Center, University of Amsterdam, Amsterdam, Netherlands
| | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Andrea Pusic
- Department of Surgery, Harvard University, Boston, MA
| | - Jacobien M Kieffer
- Department of Psychosocial Research, Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Jonathan Rees
- Bristol Centre for Surgical Research, School of Social & Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Chonghua Wan
- Guangdong Medical University, School of Humanities and Management, Dongguan, China
| | - Mike Pezold
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sarah Fuzesi
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Sumit Isharwal
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Amelie Anota
- Methodology and Quality of Life Unit, Department of Oncology, INSERM UMR 1098, University Hospital of Besancon; French National Platform Quality of Life and Cancer, Besançon, France
| | - Emilie Charton
- Methodology and Quality of Life Unit, Department of Oncology, INSERM UMR 1098, University Hospital of Besancon; French National Platform Quality of Life and Cancer, Besançon, France
| | - Marco Vignetti
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Francesco Cottone
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
| | - Jane M. Blazeby
- Bristol Centre for Surgical Research, School of Social & Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Fabio Efficace
- Italian Group for Adult Hematologic Diseases (GIMEMA), Data Center and Health Outcomes Research Unit, Rome, Italy
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11
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Jakobsen G, Engstrøm M, Paulsen Ø, Sjue K, Raj SX, Thronæs M, Hjermstad MJ, Kaasa S, Fayers P, Klepstad P. Zopiclone versus placebo for short-term treatment of insomnia in patients with advanced cancer: study protocol for a double-blind, randomized, placebo-controlled, clinical multicenter trial. Trials 2018; 19:707. [PMID: 30591073 PMCID: PMC6307135 DOI: 10.1186/s13063-018-3088-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Accepted: 11/30/2018] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Despite the high prevalence of insomnia in patients with advanced cancer, there are no randomized controlled trials on pharmacological interventions for insomnia in this group of patients. A variety of pharmacological agents is recommended to manage sleep disturbance for insomnia in the general population, but their efficacy and safety in adults with advanced cancer are not established. Thus, there is a need to evaluate the effectiveness of medications for insomnia in order to improve the evidence in patients with advanced cancer. One of the most used sleep medications at present in patients with cancer is zopiclone. METHODS This is a randomized, double-blind, placebo-controlled, parallel-group, multicenter trial. A total of 100 patients with metastatic cancer who report insomnia will be randomly allocated to zopiclone or placebo. The treatment duration with zopiclone/placebo is 6 consecutive nights. The primary endpoint is patient-reported sleep quality during the final study night (night 6) assessed on a numerical rating scale of 0-10, where 0 = Best sleep and 10 = Worst possible sleep. Secondary endpoints include the mean patient-reported total sleep time and sleep onset latency during the final study night (night 6). DISCUSSION Results from this study on treatment of insomnia in advanced cancer will contribute to clinical decision-making and improve the treatment of sleep disturbance in this patient cohort. TRIAL REGISTRATION ClinicalTrials.gov, NCT02807922 . Registered on 21 June 2016.
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Affiliation(s)
- Gunnhild Jakobsen
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology and St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway. .,Cancer Clinic, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway.
| | - Morten Engstrøm
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Neurology and Clinical Neurophysiology, St. Olavs hospital, Trondheim, Norway
| | - Ørnulf Paulsen
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology and St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway.,Palliative Care Unit, Telemark Hospital Trust, Skien, Norway
| | - Karin Sjue
- Department of Oncology, Vestfold Hospital Trust, Tønsberg, Norway
| | - Sunil X Raj
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology and St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway.,Cancer Clinic, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway
| | - Morten Thronæs
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology and St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway.,Cancer Clinic, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway
| | - Marianne Jensen Hjermstad
- European Palliative Care Research Centre (PRC), Department of Oncology, Oslo University Hospital, and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Stein Kaasa
- European Palliative Care Research Centre (PRC), Department of Oncology, Oslo University Hospital, and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Pål Klepstad
- Department of Anaesthesiology and Intensive Care Medicine, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology NTNU, Trondheim, Norway
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12
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Petersen MA, Aaronson NK, Arraras JI, Chie WC, Conroy T, Costantini A, Dirven L, Fayers P, Gamper EM, Giesinger JM, Habets EJ, Hammerlid E, Helbostad J, Hjermstad MJ, Holzner B, Johnson C, Kemmler G, King MT, Kaasa S, Loge JH, Reijneveld JC, Singer S, Taphoorn MJ, Thamsborg LH, Tomaszewski KA, Velikova G, Verdonck-de Leeuw IM, Young T, Groenvold M. The EORTC CAT Core—The computer adaptive version of the EORTC QLQ-C30 questionnaire. Eur J Cancer 2018; 100:8-16. [DOI: 10.1016/j.ejca.2018.04.016] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Accepted: 04/11/2018] [Indexed: 11/12/2022]
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13
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Jakobsen G, Engstrøm M, Fayers P, Hjermstad MJ, Kaasa S, Kloke M, Sabatowski R, Klepstad P. Sleep quality with WHO Step III opioid use for cancer pain. BMJ Support Palliat Care 2018; 9:307-315. [PMID: 30018128 DOI: 10.1136/bmjspcare-2017-001399] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 06/07/2018] [Accepted: 07/04/2018] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Sleep is often disturbed in patients with advanced cancer. There is limited knowledge about sleep in patients with cancer treated with strong opioids. This study examines sleep quality in patients with advanced cancer who are treated with a WHO Step III opioid for pain. METHODS An international, multicentre, cross-sectional study with 604 adult patients with cancer pain using WHO Step III opioids. Sleep quality was assessed by the Pittsburgh Sleep Quality Index (PSQI) global score (range; 0-21; score >5 indicates poor sleep). PSQI includes sleep quality, sleep latency, sleep duration, sleep efficiency, sleep disturbances, use of sleep medications and daytime dysfunction. Pain and quality of life were assessed by Brief Pain Inventory and European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core30. RESULTS The median age was 62 years, 42% were female, mean Karnofsky performance score (KPS) was 62.5 (±14.2) and mean oral daily morphine equivalent dose was 303 mg/24 hours (±543.8 mg). The mean PSQI global score was 8.8 (±4.2) (range 0-20). Seventy-eight per cent were poor sleepers. All PSQI components were affected, and 44% reported trouble sleeping caused by pain. In the multiple regression model, predictors of PSQI global scores were pain intensity, emotional function, constipation, financial difficulties and KPS (adjusted R2=0.21). CONCLUSION The majority (78%) of these patients with cancer treated with Step III opioids experienced poor sleep quality. Pain intensity, emotional function, constipation, financial difficulties and KPS predicted poor PSQI global scores. The clinical implication is that healthcare personnel should routinely assess and treat sleep disturbance in patients with advanced cancer disease.
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Affiliation(s)
- Gunnhild Jakobsen
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Cancer Clinic, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway
| | - Morten Engstrøm
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Neurology and Clinical Neurophysiology, St. Olavs hospital, Trondheim University Hospital, Trondheim, Norway
| | - Peter Fayers
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Marianne J Hjermstad
- European Palliative Care Research Centre (PRC), Department of Oncology, Oslo University Hospital, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Stein Kaasa
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Oncology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Marianne Kloke
- Department of Palliative Medicine with Institute of Palliative Care, Kliniken Essen-Mitte, Essen, Germany
| | - Rainer Sabatowski
- Comprehensive Pain Center, University Hospital 'Carl Gustav Carus', Dresden, Germany
| | - Pal Klepstad
- European Palliative Care Research Centre (PRC), Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Department of Anaesthesiology and Intensive Care Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway.,Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway
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14
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Vagnildhaug OM, Blum D, Wilcock A, Fayers P, Strasser F, Baracos VE, Hjermstad MJ, Kaasa S, Laird B, Solheim TS. The applicability of a weight loss grading system in cancer cachexia: a longitudinal analysis. J Cachexia Sarcopenia Muscle 2017; 8. [PMID: 28627024 PMCID: PMC5659057 DOI: 10.1002/jcsm.12220] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND A body mass index (BMI) adjusted weight loss grading system (WLGS) is related to survival in patients with cancer. The aim of this study was to examine the applicability of the WLGS by confirming its prognostic validity, evaluating its relationship to cachexia domains, and exploring its ability to predict cachexia progression. METHODS An international, prospective observational study of patients with incurable cancer was conducted. For each patient, weight loss grade was scored 0-4. Weight loss grade 0 represents a high BMI with limited weight loss, progressing through to weight loss grade 4 representing low BMI and a high degree of weight loss. Survival analyses were used to confirm prognostic validity. Analyses of variance were used to evaluate the relationship between the WLGS and cachexia domains [anorexia, dietary intake, Karnofsky performance status (KPS), and physical and emotional functioning]. Cox regression was used to evaluate if the addition of cachexia domains to the WLGS improved prognostic accuracy. Predictive ability of cachexia progression was assessed by estimating proportion of patients progressing to a more advanced weight loss grade. RESULTS One thousand four hundred six patients were analysed (median age 66 years; 50% female, 63% KPS ≤ 70). The overall effect of the WLGS on survival was significant as expressed by change in -2 log likelihood (P < 0.001) and persisted after adjustment for age, sex, and cancer type and stage (P < 0.001). Median survival decreased across the weight loss grades ranging from 407 days (95% CI 312-502)-weight loss grade 0 to 119 days (95% CI 93-145)-weight loss grade 4. All cachexia domains significantly deteriorated with increasing weight loss grade, and deterioration was greatest for dietary intake, with a difference corresponding to 0.87 standard deviations between weight loss grades 0 and 4. The addition of KPS, anorexia, and physical and emotional functioning improved the prognostic accuracy of the WLGS. Likelihood of cachexia progression was greater in patients with weight loss grade 2 (39%) than that with weight loss grade 0 (19%) or 1 (22%). CONCLUSIONS The WLGS is related to survival, cachexia domains, and the likelihood of progression. Adding certain cachexia domains to the WLGS improves prognostic accuracy.
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Affiliation(s)
- Ola Magne Vagnildhaug
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - David Blum
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Oncological Palliative Medicine, Section Oncology, Department of Internal Medicine and Palliative Care Centre, Cantonal Hospital, St Gallen, Switzerland
| | - Andrew Wilcock
- Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Peter Fayers
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Florian Strasser
- Oncological Palliative Medicine, Section Oncology, Department of Internal Medicine and Palliative Care Centre, Cantonal Hospital, St Gallen, Switzerland
| | - Vickie E Baracos
- Division of Palliative Care Medicine, Department of Oncology, University of Alberta, Edmonton, Canada
| | - Marianne J Hjermstad
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Regional Centre for Excellence in Palliative Care, Department of Oncology, Oslo University Hospital, Oslo, Norway
| | - Stein Kaasa
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Department of Oncology, Oslo University Hospital, University of Oslo, Oslo, Norway
| | - Barry Laird
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Edinburgh Cancer Research UK Centre, University of Edinburgh, Edinburgh, UK.,Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - Tora S Solheim
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU-Norwegian University of Science and Technology, Trondheim, Norway.,Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
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15
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Groenvold M, Petersen MA, Damkier A, Neergaard MA, Nielsen JB, Pedersen L, Sjøgren P, Strömgren AS, Vejlgaard TB, Gluud C, Lindschou J, Fayers P, Higginson IJ, Johnsen AT. Randomised clinical trial of early specialist palliative care plus standard care versus standard care alone in patients with advanced cancer: The Danish Palliative Care Trial. Palliat Med 2017; 31:814-824. [PMID: 28494643 DOI: 10.1177/0269216317705100] [Citation(s) in RCA: 57] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Beneficial effects of early palliative care have been found in advanced cancer, but the evidence is not unequivocal. AIM To investigate the effect of early specialist palliative care among advanced cancer patients identified in oncology departments. SETTING/PARTICIPANTS The Danish Palliative Care Trial (DanPaCT) (ClinicalTrials.gov NCT01348048) is a multicentre randomised clinical trial comparing early referral to a specialist palliative care team plus standard care versus standard care alone. The planned sample size was 300. At five oncology departments, consecutive patients with advanced cancer were screened for palliative needs. Patients with scores exceeding a predefined threshold for problems with physical, emotional or role function, or nausea/vomiting, pain, dyspnoea or lack of appetite according to the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30) were eligible. The primary outcome was the change in each patient's primary need (the most severe of the seven QLQ-C30 scales) at 3- and 8-week follow-up (0-100 scale). Five sensitivity analyses were conducted. Secondary outcomes were change in the seven QLQ-C30 scales and survival. RESULTS Totally 145 patients were randomised to early specialist palliative care versus 152 to standard care. Early specialist palliative care showed no effect on the primary outcome of change in primary need (-4.9 points (95% confidence interval -11.3 to +1.5 points); p = 0.14). The sensitivity analyses showed similar results. Analyses of the secondary outcomes, including survival, also showed no differences, maybe with the exception of nausea/vomiting where early specialist palliative care might have had a beneficial effect. CONCLUSION We did not observe beneficial or harmful effects of early specialist palliative care, but important beneficial effects cannot be excluded.
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Affiliation(s)
- Mogens Groenvold
- 1 The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen NV, Denmark.,2 Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Morten Aagaard Petersen
- 1 The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen NV, Denmark
| | - Anette Damkier
- 3 Palliative Team Fyn, Odense University Hospital, Odense, Denmark
| | | | | | - Lise Pedersen
- 1 The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen NV, Denmark
| | - Per Sjøgren
- 6 Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Annette Sand Strömgren
- 6 Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | | | - Christian Gluud
- 8 The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Jane Lindschou
- 8 The Copenhagen Trial Unit, Centre for Clinical Intervention Research, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Peter Fayers
- 9 Institute of Applied Health Sciences, University of Aberdeen Medical School, Aberdeen, UK.,10 Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Irene J Higginson
- 11 Department of Palliative Care, Policy & Rehabilitation, Cicely Saunders Institute, King's College London, London, UK
| | - Anna Thit Johnsen
- 1 The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Copenhagen NV, Denmark.,12 Institute of Psychology, University of Southern Denmark, Odense, Denmark
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16
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Solheim TS, Laird BJA, Balstad TR, Stene GB, Bye A, Johns N, Pettersen CH, Fallon M, Fayers P, Fearon K, Kaasa S. A randomized phase II feasibility trial of a multimodal intervention for the management of cachexia in lung and pancreatic cancer. J Cachexia Sarcopenia Muscle 2017; 8:778-788. [PMID: 28614627 PMCID: PMC5659068 DOI: 10.1002/jcsm.12201] [Citation(s) in RCA: 197] [Impact Index Per Article: 28.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 02/07/2017] [Accepted: 02/09/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Cancer cachexia is a syndrome of weight loss (including muscle and fat), anorexia, and decreased physical function. It has been suggested that the optimal treatment for cachexia should be a multimodal intervention. The primary aim of this study was to examine the feasibility and safety of a multimodal intervention (n-3 polyunsaturated fatty acid nutritional supplements, exercise, and anti-inflammatory medication: celecoxib) for cancer cachexia in patients with incurable lung or pancreatic cancer, undergoing chemotherapy. METHODS Patients receiving two cycles of standard chemotherapy were randomized to either the multimodal cachexia intervention or standard care. Primary outcome measures were feasibility assessed by recruitment, attrition, and compliance with intervention (>50% of components in >50% of patients). Key secondary outcomes were change in weight, muscle mass, physical activity, safety, and survival. RESULTS Three hundred and ninety-nine were screened resulting in 46 patients recruited (11.5%). Twenty five patients were randomized to the treatment and 21 as controls. Forty-one completed the study (attrition rate 11%). Compliance to the individual components of the intervention was 76% for celecoxib, 60% for exercise, and 48% for nutritional supplements. As expected from the sample size, there was no statistically significant effect on physical activity or muscle mass. There were no intervention-related Serious Adverse Events and survival was similar between the groups. CONCLUSIONS A multimodal cachexia intervention is feasible and safe in patients with incurable lung or pancreatic cancer; however, compliance to nutritional supplements was suboptimal. A phase III study is now underway to assess fully the effect of the intervention.
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Affiliation(s)
- Tora S Solheim
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Barry J A Laird
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK
| | - Trude Rakel Balstad
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Guro B Stene
- Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Asta Bye
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital, Oslo, Norway.,Department of Nursing and Health Promotion, Faculty of Health Sciences, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Neil Johns
- Department of Surgery, School of Clinical Sciences, University of Edinburgh, Little France Crescent, Edinburgh, UK
| | - Caroline H Pettersen
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Department of Laboratory Medicine, Children's and Women's Health, Faculty of Medicine, Trondheim, Norway
| | - Marie Fallon
- Edinburgh Cancer Research Centre, University of Edinburgh, Edinburgh, UK
| | - Peter Fayers
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - Kenneth Fearon
- Department of Surgery, School of Clinical Sciences, University of Edinburgh, Little France Crescent, Edinburgh, UK
| | - Stein Kaasa
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.,Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
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17
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Wheelwright SJ, Hopkinson JB, Darlington AS, Fitzsimmons DF, Fayers P, Balstad TR, Bredart A, Hammerlid E, Kaasa S, Nicolatou-Galitis O, Pinto M, Schmidt H, Solheim TS, Strasser F, Tomaszewska IM, Johnson CD. Development of the EORTC QLQ-CAX24, A Questionnaire for Cancer Patients With Cachexia. J Pain Symptom Manage 2017; 53:232-242. [PMID: 27810567 DOI: 10.1016/j.jpainsymman.2016.09.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 08/26/2016] [Accepted: 09/06/2016] [Indexed: 12/12/2022]
Abstract
CONTEXT Cachexia is commonly found in cancer patients and has profound consequences; yet there is only one questionnaire that examines the patient's perspective. OBJECTIVE To report a rigorously developed module for patient self-reported impact of cancer cachexia. METHODS Module development followed published guidelines. Patients from across the cancer cachexia trajectory were included. In Phase 1, health-related quality of life (HRQOL) issues were generated from a literature review and interviews with patients in four countries. The issues were revised based on patient and health care professional (HCP) input. In Phase 2, questionnaire items were formulated and translated into the languages required for Phase 3, the pilot phase, in which patients from eight countries scored the relevance and importance of each item, and provided qualitative feedback. RESULTS A total of 39 patients and 12 HCPs took part in Phase 1. The literature review produced 68 HRQOL issues, with 22 new issues arising from the patient interviews. After patient and HCP input, 44 issues were formulated into questionnaire items in Phase 2. One hundred ten patients took part in Phase 3. One item was reworded, and 20 items were deleted as a consequence of patient feedback. CONCLUSIONS The QLQ-CAX24 is a cancer cachexia-specific questionnaire, comprising 24 items, for HRQOL assessment in clinical trials and practice. It contains five multi-item scales (food aversion, eating and weight-loss worry, eating difficulties, loss of control, and physical decline) and four single items.
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Affiliation(s)
| | - Jane B Hopkinson
- Cardiff School of Healthcare Sciences, Cardiff University, Cardiff, UK
| | | | | | - Peter Fayers
- Division of Applied Health Sciences, University of Aberdeen, Aberdeen, UK; European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Trude R Balstad
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway; Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Anne Bredart
- Institut Curie, Paris, France; University Paris Descartes, Paris, France
| | - Eva Hammerlid
- Department of Otolaryngology Head & Neck Surgery, Sahlgrenska University Hospital, Goteborg, Sweden
| | - Stein Kaasa
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway; Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | | | - Monica Pinto
- Istituto Nazionale Tumori "Fondazione Giovanni Pascale" - IRCCS, Naples, Italy
| | - Heike Schmidt
- Institute of Health and Nursing Sciences, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Tora S Solheim
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway; Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | | | - Iwona M Tomaszewska
- Department of Medical Education, Jagiellonian University Medical College, Cracow, Poland
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18
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Hays RD, Revicki DA, Feeny D, Fayers P, Spritzer KL, Cella D. Using Linear Equating to Map PROMIS(®) Global Health Items and the PROMIS-29 V2.0 Profile Measure to the Health Utilities Index Mark 3. Pharmacoeconomics 2016; 34:1015-22. [PMID: 27116613 PMCID: PMC5026900 DOI: 10.1007/s40273-016-0408-x] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
BACKGROUND Preference-based health-related quality of life (HR-QOL) scores are useful as outcome measures in clinical studies, for monitoring the health of populations, and for estimating quality-adjusted life-years. METHODS This was a secondary analysis of data collected in an internet survey as part of the Patient-Reported Outcomes Measurement Information System (PROMIS(®)) project. To estimate Health Utilities Index Mark 3 (HUI-3) preference scores, we used the ten PROMIS(®) global health items, the PROMIS-29 V2.0 single pain intensity item and seven multi-item scales (physical functioning, fatigue, pain interference, depressive symptoms, anxiety, ability to participate in social roles and activities, sleep disturbance), and the PROMIS-29 V2.0 items. Linear regression analyses were used to identify significant predictors, followed by simple linear equating to avoid regression to the mean. RESULTS The regression models explained 48 % (global health items), 61 % (PROMIS-29 V2.0 scales), and 64 % (PROMIS-29 V2.0 items) of the variance in the HUI-3 preference score. Linear equated scores were similar to observed scores, although differences tended to be larger for older study participants. CONCLUSIONS HUI-3 preference scores can be estimated from the PROMIS(®) global health items or PROMIS-29 V2.0. The estimated HUI-3 scores from the PROMIS(®) health measures can be used for economic applications and as a measure of overall HR-QOL in research.
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Affiliation(s)
- Ron D Hays
- Division of General Internal Medicine, Department of Medicine, UCLA, 911 Broxton Avenue, Los Angeles, CA, 90024, USA.
| | | | - David Feeny
- Department of Economics, McMaster University, Hamilton, ON, Canada
- Health Utilities Incorporated, Dundas, ON, Canada
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Karen L Spritzer
- Division of General Internal Medicine, Department of Medicine, UCLA, 911 Broxton Avenue, Los Angeles, CA, 90024, USA
| | - David Cella
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Abstract
Randomized controlled trials (RCTs) in surgery have been impeded by concerns that improvements in the technical performance of a new technique over time (a “learning curve”) may distort comparisons. The statistical assessment of learning curves in trials has received little attention. In this paper, we discuss what a learning curve effect is, the factors which effect it, how to display it, and how to incorporate the learning effect into the trial analysis. Bayesian hierarchical models are proposed to adjust the trial results for the existence of a learning curve effect. The implications for trial evaluation and data collection are considered.
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Affiliation(s)
- Jonathan A Cook
- Health Services Research Unit, University of Aberdeen, Foresterhill, UK.
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20
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Fayers P. Book Review: Design and analysis of cluster randomization trials. Stat Methods Med Res 2016. [DOI: 10.1177/096228020101000506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Peter Fayers
- Department of Public Health, Aberdeen University Medical School, Aberdeen, UK
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21
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Feuerstein MA, Jacobs M, Piciocchi A, Bochner B, Pusic A, Fayers P, Blazeby J, Efficace F. Quality of life and symptom assessment in randomized clinical trials of bladder cancer: A systematic review. Urol Oncol 2015; 33:331.e17-23. [PMID: 25956189 PMCID: PMC4466160 DOI: 10.1016/j.urolonc.2015.04.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2015] [Revised: 03/04/2015] [Accepted: 04/06/2015] [Indexed: 10/23/2022]
Abstract
OBJECTIVES Patient-reported outcomes (PRO) help patients, caretakers, clinicians, and policy makers make informed decisions regarding treatment effectiveness. Our objective was to assess the quality of PRO reporting and methodological strengths and weaknesses in randomized controlled trials (RCT) in bladder cancer. METHODS A systematic literature search of bladder cancer RCT published between January 2004 and March 2014 was performed. Relevant studies were evaluated using a predetermined extraction form that included trial demographics, clinical and PRO characteristics, and standards of PRO reporting based on recommendations of the International Society for Quality of Life Research. RESULTS In total, 9 RCTs enrolling 1,237 patients were evaluated. All studies were in patients with nonmetastatic disease. In 5 RCTs, a PRO was the primary end point. Most RCTs did not report the mode of administration of the PRO instrument or the methods of collecting data. No RCT addressed the statistical approaches for missing data. CONCLUSIONS We found that few RCTs in bladder cancer report PRO as an outcome. Efforts to expand PRO reporting to more RCTs and improve the quality of PRO reporting according to recognized standards are necessary for facilitating clinical decision making.
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Affiliation(s)
| | - Marc Jacobs
- Department of Medical Psychology, Academic Medical Center/University of Amsterdam, Amsterdam, The Netherlands
| | - Alfonso Piciocchi
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Disease (GIMEMA), Rome, Italy
| | - Bernard Bochner
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrea Pusic
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK; Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Technology and Science, Trondheim, Norway
| | - Jane Blazeby
- Centre for Surgical Research, School of Social & Community Medicine, University of Bristol and University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Fabio Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Disease (GIMEMA), Rome, Italy
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22
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Efficace F, Fayers P, Pusic A, Cemal Y, Yanagawa J, Jacobs M, la Sala A, Cafaro V, Whale K, Rees J, Blazeby J. Quality of patient-reported outcome reporting across cancer randomized controlled trials according to the CONSORT patient-reported outcome extension: A pooled analysis of 557 trials. Cancer 2015; 121:3335-42. [PMID: 26079197 DOI: 10.1002/cncr.29489] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2015] [Revised: 04/01/2015] [Accepted: 04/27/2015] [Indexed: 11/11/2022]
Abstract
BACKGROUND The main objectives of this study were to identify the number of randomized controlled trials (RCTs) including a patient-reported outcome (PRO) endpoint across a wide range of cancer specialties and to evaluate the completeness of PRO reporting according to the Consolidated Standards of Reporting Trials (CONSORT) PRO extension. METHODS RCTs with a PRO endpoint that had been performed across several cancer specialties and published between 2004 and 2013 were considered. Studies were evaluated on the basis of previously defined criteria, including the CONSORT PRO extension and the Cochrane Collaboration's tool for assessing the risk of bias of RCTs. Analyses were also conducted by the type of PRO endpoint (primary vs secondary) and by the cancer disease site. RESULTS A total of 56,696 potentially eligible records were scrutinized, and 557 RCTs with a PRO evaluation, enrolling 254,677 patients overall, were identified. PROs were most frequently used in RCTs of breast (n = 123), lung (n = 85), and colorectal cancer (n = 66). Overall, PROs were secondary endpoints in 421 RCTs (76%). Four of 6 evaluated CONSORT PRO items were documented in less than 50% of the RCTs. The level of reporting was higher in RCTs with a PRO as a primary endpoint. The presence of a supplementary report was the only statistically significant factor associated with greater completeness of reporting for both RCTs with PROs as primary endpoints (β = .19, P = .001) and RCTs with PROs as secondary endpoints (β = .30, P < .001). CONCLUSIONS Implementation of the CONSORT PRO extension is equally important across all cancer specialties. Its use can also contribute to revealing the robust PRO design of some studies, which might be obscured by poor outcome reporting.
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Affiliation(s)
- Fabio Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases, Rome, Italy
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Andrea Pusic
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Yeliz Cemal
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jane Yanagawa
- Department of Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California
| | - Marc Jacobs
- Department of Medical Psychology, Academic Medical Center/University of Amsterdam, Amsterdam, The Netherlands
| | - Andrea la Sala
- Laboratory of Molecular and Cellular Immunology, Scientific Hospitalization and Care Institution San Raffaele Pisana, Rome, Italy
| | - Valentina Cafaro
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases, Rome, Italy
| | - Katie Whale
- Bristol Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Jonathan Rees
- Bristol Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
| | - Jane Blazeby
- Bristol Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom
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23
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Kaasa S, Solheim T, Laird BJA, Balstad T, Stene GB, Bye A, Fallon MT, Fayers P, Fearon K. A randomised, open-label trial of a Multimodal Intervention (Exercise, Nutrition and Anti-inflammatory Medication) plus standard care versus standard care alone to prevent / attenuate cachexia in advanced cancer patients undergoing chemotherapy. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.9628] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Stein Kaasa
- Trondheim University Hospital, Trondheim, Norway
| | - Tora Solheim
- Cancer Clinic, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | | | - Trude Balstad
- European Palliative Care Research Centre (PRC), Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology (NTNU),, Trondheim, Norway
| | - Guro Birgitte Stene
- 1European Palliative Care Research Centre, Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology NTNU, Trondheim, Norway
| | - Asta Bye
- Regional Centre for Excellence in Palliative Care, Department of Oncology, Oslo University Hospital, Oslo, Norway; Department of Health, Nutrition and Management, Faculty of Health Sciences, Oslo and Akershus University College of Applied Sciences, Oslo, Norway
| | - Marie T Fallon
- Edinburgh Cancer Research UK Centre, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter Fayers
- University of Aberdeen, Aberdeen, United Kingdom
| | - Ken Fearon
- Edinburgh Cancer Research Centre, University of Edinburgh,, Edinburgh, United Kingdom
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24
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Rees JR, Whale K, Fish D, Fayers P, Cafaro V, Pusic A, Blazeby JM, Efficace F. Patient-reported outcomes in randomised controlled trials of colorectal cancer: an analysis determining the availability of robust data to inform clinical decision-making. J Cancer Res Clin Oncol 2015; 141:2181-92. [PMID: 25910987 DOI: 10.1007/s00432-015-1970-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Accepted: 04/10/2015] [Indexed: 01/03/2023]
Abstract
PURPOSE Randomised controlled trials (RCTs) are the most robust study design measuring outcomes of colorectal cancer (CRC) treatments, but to influence clinical practice trial design and reporting of patient-reported outcomes (PROs) must be of high quality. Objectives of this study were as follows: to examine the quality of PRO reporting in RCTs of CRC treatment; to assess the availability of robust data to inform clinical decision-making; and to investigate whether quality of reporting improved over time. METHODS A systematic review from January 2004-February 2012 identified RCTs of CRC treatment describing PROs. Relevant abstracts were screened and manuscripts obtained. Methodological quality was assessed using International Society for Quality of Life Research-patient-reported outcome reporting standards. Changes in reporting quality over time were established by comparison with previous data, and risk of bias was assessed with the Cochrane risk of bias tool. RESULTS Sixty-six RCTs were identified, seven studies (10 %) reported survival benefit favouring the experimental treatment, 35 trials (53 %) identified differences in PROs between treatment groups, and the clinical significance of these differences was discussed in 19 studies (29 %). The most commonly reported treatment type was chemotherapy (n = 45; 68 %). Improvements over time in key methodological issues including the documentation of missing data and the discussion of the clinical significance of PROs were found. Thirteen trials (20 %) had high-quality reporting. CONCLUSIONS Whilst improvements in PRO quality reporting over time were found, several recent studies still fail to robustly inform clinical practice. Quality of PRO reporting must continue to improve to maximise the clinical impact of PRO findings.
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Affiliation(s)
- Jonathan R Rees
- Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK.
- University Hospitals Bristol NHS Foundation Trust, Bristol, UK.
| | - Katie Whale
- Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
| | - Daniel Fish
- Department of Surgery, Memorial Sloan Kettering Cancer Centre, New York, NY, USA
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen Medical School, Aberdeen, Scotland, UK
- Department of Cancer Research and Molecular Medicine, Faculty of Medicine, Norwegian University of Technology and Science, Trondheim, Norway
| | - Valentina Cafaro
- Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA) Central Office, Rome, Italy
| | - Andrea Pusic
- Department of Surgery, Memorial Sloan Kettering Cancer Centre, New York, NY, USA
| | - Jane M Blazeby
- Centre for Surgical Research, School of Social and Community Medicine, University of Bristol, Canynge Hall, 39 Whatley Road, Bristol, BS8 2PS, UK
- University Hospitals Bristol NHS Foundation Trust, Bristol, UK
| | - Fabio Efficace
- Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA) Central Office, Rome, Italy
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25
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Cook JA, Hislop J, Altman DG, Fayers P, Briggs AH, Ramsay CR, Norrie JD, Harvey IM, Buckley B, Fergusson D, Ford I, Vale LD. Specifying the target difference in the primary outcome for a randomised controlled trial: guidance for researchers. Trials 2015; 16:12. [PMID: 25928502 PMCID: PMC4302137 DOI: 10.1186/s13063-014-0526-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Accepted: 12/19/2014] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Central to the design of a randomised controlled trial is the calculation of the number of participants needed. This is typically achieved by specifying a target difference and calculating the corresponding sample size, which provides reassurance that the trial will have the required statistical power (at the planned statistical significance level) to identify whether a difference of a particular magnitude exists. Beyond pure statistical or scientific concerns, it is ethically imperative that an appropriate number of participants should be recruited. Despite the critical role of the target difference for the primary outcome in the design of randomised controlled trials, its determination has received surprisingly little attention. This article provides guidance on the specification of the target difference for the primary outcome in a sample size calculation for a two parallel group randomised controlled trial with a superiority question. METHODS This work was part of the DELTA (Difference ELicitation in TriAls) project. Draft guidance was developed by the project steering and advisory groups utilising the results of the systematic review and surveys. Findings were circulated and presented to members of the combined group at a face-to-face meeting, along with a proposed outline of the guidance document structure, containing recommendations and reporting items for a trial protocol and report. The guidance and was subsequently drafted and circulated for further comment before finalisation. RESULTS Guidance on specification of a target difference in the primary outcome for a two group parallel randomised controlled trial was produced. Additionally, a list of reporting items for protocols and trial reports was generated. CONCLUSIONS Specification of the target difference for the primary outcome is a key component of a randomized controlled trial sample size calculation. There is a need for better justification of the target difference and reporting of its specification.
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Affiliation(s)
- Jonathan A Cook
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Botnar Research Centre, Nuffield Orthopaedic Centre, Windmill Road, Oxford, OX3 7LD, UK.
- Health Services Research Unit, University of Aberdeen, Health Sciences Building, Foresthill, Aberdeen, AB25 2ZD, UK.
| | - Jenni Hislop
- Institute of Health and Society, Newcastle University, The Baddiley-Clark Building, Richardson Road, Newcastle upon Tyne, NE2 4AX, UK.
| | - Douglas G Altman
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Botnar Research Centre, Nuffield Orthopaedic Centre, Windmill Road, Oxford, OX3 7LD, UK.
| | - Peter Fayers
- Population Health, University of Aberdeen, Polwarth Building, Foresterhill, Aberdeen, AB25 2ZD, UK.
- Department of Cancer Research and Molecular, Norwegian University of Science and Technology, Mailbox 8905, Trondheim, N-7491, Norway.
| | - Andrew H Briggs
- Health Economics and Health Technology Assessment, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ, UK.
| | - Craig R Ramsay
- Health Services Research Unit, University of Aberdeen, Health Sciences Building, Foresthill, Aberdeen, AB25 2ZD, UK.
| | - John D Norrie
- Centre for Healthcare Randomised Trials (CHaRT), University of Aberdeen, Health Sciences Building, Aberdeen, AB25 2ZD, UK.
| | - Ian M Harvey
- Faculty of Medicine and Health Sciences, University of East Anglia, Elizabeth Fry Building, Norwich Research Park, Norwich, NR4 7TJ, UK.
| | - Brian Buckley
- National University of Ireland, University Road, Galway, Ireland.
| | - Dean Fergusson
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, 725 Parkdale Avenue, Ottawa, ON, K1Y 4E9, Canada.
| | - Ian Ford
- Robertson Centre for Biostatistics, University of Glasgow, Boyd Orr Building, University Avenue, Glasgow, G12 8QQ, UK.
| | - Luke D Vale
- Institute of Health and Society, Newcastle University, The Baddiley-Clark Building, Richardson Road, Newcastle upon Tyne, NE2 4AX, UK.
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26
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Paulsen Ø, Klepstad P, Rosland JH, Aass N, Albert E, Fayers P, Kaasa S. Efficacy of Methylprednisolone on Pain, Fatigue, and Appetite Loss in Patients With Advanced Cancer Using Opioids: A Randomized, Placebo-Controlled, Double-Blind Trial. J Clin Oncol 2014; 32:3221-8. [DOI: 10.1200/jco.2013.54.3926] [Citation(s) in RCA: 131] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose Corticosteroids are frequently used in cancer pain management despite limited evidence. This study compares the analgesic efficacy of corticosteroid therapy with placebo. Patients and Methods Adult patients with cancer receiving opioids with average pain intensity ≥ 4 (numeric rating scale [NRS], 0 to 10) in the last 24 hours were eligible. Patients were randomly assigned to methylprednisolone (MP) 16 mg twice daily or placebo (PL) for 7 days. Primary outcome was average pain intensity measured at day 7 (NRS, 0 to 10); secondary outcomes were analgesic consumption (oral morphine equivalents), fatigue and appetite loss (European Organisation for Research and Treatment of Cancer–Quality of Life Questionnaire C30, 0 to 100), and patient satisfaction (NRS, 0 to 10). Results A total of 592 patients were screened; 50 were randomly assigned, and 47 were analyzed. Baseline opioid level was 269.9 mg in the MP arm and 160.4 mg in the PL arm. At day-7 evaluation, there was no difference between the groups in pain intensity (MP, 3.60 v PL, 3.68; P = .88) or relative analgesic consumption (MP, 1.19 v PL, 1.20; P = .95). Clinically and statistically significant improvements were found in fatigue (−17 v 3 points; P .003), appetite loss (−24 v 2 points; P = .003), and patient satisfaction (5.4 v 2.0 points; P = .001) in favor of the MP compared with the PL group, respectively. There were no differences in adverse effects between the groups. Conclusion MP 32 mg daily did not provide additional analgesia in patients with cancer receiving opioids, but it improved fatigue, appetite loss, and patient satisfaction. Clinical benefit beyond a short-term effect must be examined in a future study.
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Affiliation(s)
- Ørnulf Paulsen
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Pål Klepstad
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Jan Henrik Rosland
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Nina Aass
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Eva Albert
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Peter Fayers
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
| | - Stein Kaasa
- Ørnulf Paulsen, Telemark Hospital Trust, Skien; Ørnulf Paulsen, Pål Klepstad, Peter Fayers, and Stein Kaasa, Norwegian University of Science and Technology; Pål Klepstad and Stein Kaasa, St Olavs Hospital, Trondheim University Hospital, Trondheim; Jan Henrik Rosland, Haraldsplass Deaconess Hospital and University of Bergen, Bergen; Nina Aass, Oslo University Hospital and University of Oslo, Oslo; Eva Albert, Sørlandet Hospital Kristiansand, Kristiansand, Norway; and Peter Fayers, University of Aberdeen,
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Johnsen AT, Petersen MA, Gluud C, Lindschou J, Fayers P, Sjøgren P, Pedersen L, Neergaard MA, Vejlgaard TB, Damkier A, Nielsen JB, Strömgren AS, Higginson IJ, Groenvold M. Detailed statistical analysis plan for the Danish Palliative Care Trial (DanPaCT). Trials 2014; 15:376. [PMID: 25257804 PMCID: PMC4190470 DOI: 10.1186/1745-6215-15-376] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2014] [Accepted: 09/09/2014] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Advanced cancer patients experience considerable symptoms, problems, and needs. Early referral of these patients to specialized palliative care (SPC) could offer improvements. The Danish Palliative Care Trial (DanPaCT) investigates whether patients with metastatic cancer will benefit from being referred to 'early SPC'. DanPaCT is a multicenter, parallel-group, superiority clinical trial with 1:1 randomization. The planned sample size was 300 patients. The primary data collection for DanPaCT is finished. To prevent outcome reporting bias, selective reporting, and data-driven results, we present a detailed statistical analysis plan (SAP) for DanPaCT here. RESULTS This SAP provides detailed descriptions of the statistical analyses of the primary and secondary outcomes in DanPaCT. The primary outcome is the change in the patient's 'primary need'. The 'primary need' is a patient-individualised outcome representing the score of the symptom or problem that had the highest intensity out of seven at baseline assessed with the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30). Secondary outcomes are the seven scales that are represented in the primary outcome, but each scale evaluated individually for all patients, and survival. The detailed description includes chosen significance levels, models for multiple imputations, sensitivity analyses and blinding. In addition, we discuss the patient-individualized primary outcome, blinding, missing data, multiplicity and the risk of bias. CONCLUSIONS Only few trials have investigated the effects of SPC. To our knowledge DanPaCT is the first trial to investigate screening based 'early SPC' for patients with metastatic cancer from a broad spectrum of cancer diagnosis. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT01348048 (May 2011).
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Affiliation(s)
- Anna Thit Johnsen
- The Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, Copenhagen University Hospital, Bispebjerg Hospital 20D, Bispebjerg Bakke 23, Copenhagen NV DK-2400, Denmark.
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Efficace F, Feuerstein M, Fayers P, Cafaro V, Eastham J, Pusic A, Blazeby J. Patient-reported outcomes in randomised controlled trials of prostate cancer: methodological quality and impact on clinical decision making. Eur Urol 2014; 66:416-27. [PMID: 24210091 PMCID: PMC4150854 DOI: 10.1016/j.eururo.2013.10.017] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2013] [Accepted: 10/15/2013] [Indexed: 10/26/2022]
Abstract
CONTEXT Patient-reported outcomes (PRO) data from randomised controlled trials (RCTs) are increasingly used to inform patient-centred care as well as clinical and health policy decisions. OBJECTIVE The main objective of this study was to investigate the methodological quality of PRO assessment in RCTs of prostate cancer (PCa) and to estimate the likely impact of these studies on clinical decision making. EVIDENCE ACQUISITION A systematic literature search of studies was undertaken on main electronic databases to retrieve articles published between January 2004 and March 2012. RCTs were evaluated on a predetermined extraction form, including (1) basic trial demographics and clinical and PRO characteristics; (2) level of PRO reporting based on the recently published recommendations by the International Society for Quality of Life Research; and (3) bias, assessed using the Cochrane Risk of Bias tool. Studies were systematically analysed to evaluate their relevance for supporting clinical decision making. EVIDENCE SYNTHESIS Sixty-five RCTs enrolling a total of 22 071 patients were evaluated, with 31 (48%) in patients with nonmetastatic disease. When a PRO difference between treatments was found, it related in most cases to symptoms only (n=29, 58%). Although the extent of missing data was generally documented (72% of RCTs), few reported details on statistical handling of this data (18%) and reasons for dropout (35%). Improvements in key methodological aspects over time were found. Thirteen (20%) RCTs were judged as likely to be robust in informing clinical decision making. Higher-quality PRO studies were generally associated with those RCTs that had higher internal validity. CONCLUSIONS Including PRO in RCTs of PCa patients is critical for better evaluating the treatment effectiveness of new therapeutic approaches. Marked improvements in PRO quality reporting over time were found, and it is estimated that at least one-fifth of PRO RCTs have provided sufficient details to allow health policy makers and physicians to make critical appraisals of results. PATIENT SUMMARY In this report, we have investigated the methodological quality of PCa trials that have included a PRO assessment. We conclude that including PRO is critical to better evaluating the treatment effectiveness of new therapeutic approaches from the patient's perspective. Also, at least one-fifth of PRO RCTs in PCa have provided sufficient details to allow health policy makers and physicians to make a critical appraisal of results.
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Affiliation(s)
- Fabio Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy.
| | - Michael Feuerstein
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom
| | - Valentina Cafaro
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Rome, Italy
| | - James Eastham
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrea Pusic
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jane Blazeby
- Centre for Surgical Research, University of Bristol and Division of Surgery, University Hospitals Bristol NHS Foundation Trust, Bristol, United Kingdom
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Efficace F, Rees J, Fayers P, Pusic A, Taphoorn M, Greimel E, Reijneveld J, Whale K, Blazeby J. Overcoming barriers to the implementation of patient-reported outcomes in cancer clinical trials: the PROMOTION Registry. Health Qual Life Outcomes 2014; 12:86. [PMID: 24902767 PMCID: PMC4064101 DOI: 10.1186/1477-7525-12-86] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Accepted: 05/31/2014] [Indexed: 12/25/2022] Open
Abstract
Every cancer treatment, irrespective of its clinical effectiveness, has an impact on patients’ quality of life (QoL). Even recently developed targeted therapies might have side effects and significantly impact patients’ QoL. Thus, understanding the advantages and disadvantages of different treatments from the patient’s standpoint has become a must in clinical research and is highly valued by major stakeholders. Thousands of cancer patients are enrolled into randomized controlled trials (RCTs) each year and many complete patient-reported outcome (PRO) instruments to obtain patient-centered information as part of the assessment of the overall effectiveness of the new therapy. Some of these RCTs have generated high quality PRO evidence forming the basis for approval (or support to approval) of drugs by the US Food and Drug Administration. However, a consistent strategy to determine the quality of patient centered evidence presented in RCTs has until recently been lacking. One of the fundamental questions when including PROs in clinical research revolves around methodological robustness and consistency of outcome reporting. Cancer patients, physicians and healthcare system stakeholders need to rely on solid information to make the best possible choice regarding treatment. Therefore generating high-quality findings from PRO assessment in cancer trials is of paramount importance. In an effort to improve quality of PRO assessment and reporting in the near future, the Patient-Reported Outcome Measurements Over Time In ONcology (PROMOTION) Registry was developed. The scope of this Registry is to identify, track, analyse, and store information on all cancer RCTs that have included PROs, and assess the quality of their PRO assessments.
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Affiliation(s)
- Fabio Efficace
- Data Center and Health Outcomes Research Unit, Italian Group for Adult Hematologic Diseases (GIMEMA), Via Benevento, 6, 00161 Rome, Italy.
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Hislop J, Adewuyi TE, Vale LD, Harrild K, Fraser C, Gurung T, Altman DG, Briggs AH, Fayers P, Ramsay CR, Norrie JD, Harvey IM, Buckley B, Cook JA. Methods for specifying the target difference in a randomised controlled trial: the Difference ELicitation in TriAls (DELTA) systematic review. PLoS Med 2014; 11:e1001645. [PMID: 24824338 PMCID: PMC4019477 DOI: 10.1371/journal.pmed.1001645] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Accepted: 04/04/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Randomised controlled trials (RCTs) are widely accepted as the preferred study design for evaluating healthcare interventions. When the sample size is determined, a (target) difference is typically specified that the RCT is designed to detect. This provides reassurance that the study will be informative, i.e., should such a difference exist, it is likely to be detected with the required statistical precision. The aim of this review was to identify potential methods for specifying the target difference in an RCT sample size calculation. METHODS AND FINDINGS A comprehensive systematic review of medical and non-medical literature was carried out for methods that could be used to specify the target difference for an RCT sample size calculation. The databases searched were MEDLINE, MEDLINE In-Process, EMBASE, the Cochrane Central Register of Controlled Trials, the Cochrane Methodology Register, PsycINFO, Science Citation Index, EconLit, the Education Resources Information Center (ERIC), and Scopus (for in-press publications); the search period was from 1966 or the earliest date covered, to between November 2010 and January 2011. Additionally, textbooks addressing the methodology of clinical trials and International Conference on Harmonisation of Technical Requirements for Registration of Pharmaceuticals for Human Use (ICH) tripartite guidelines for clinical trials were also consulted. A narrative synthesis of methods was produced. Studies that described a method that could be used for specifying an important and/or realistic difference were included. The search identified 11,485 potentially relevant articles from the databases searched. Of these, 1,434 were selected for full-text assessment, and a further nine were identified from other sources. Fifteen clinical trial textbooks and the ICH tripartite guidelines were also reviewed. In total, 777 studies were included, and within them, seven methods were identified-anchor, distribution, health economic, opinion-seeking, pilot study, review of the evidence base, and standardised effect size. CONCLUSIONS A variety of methods are available that researchers can use for specifying the target difference in an RCT sample size calculation. Appropriate methods may vary depending on the aim (e.g., specifying an important difference versus a realistic difference), context (e.g., research question and availability of data), and underlying framework adopted (e.g., Bayesian versus conventional statistical approach). Guidance on the use of each method is given. No single method provides a perfect solution for all contexts.
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Affiliation(s)
- Jenni Hislop
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, United Kingdom
| | | | - Luke D. Vale
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Kirsten Harrild
- Population Health, University of Aberdeen, Aberdeen, United Kingdom
| | - Cynthia Fraser
- Health Services Research Unit, University of Aberdeen, Aberdeen, United Kingdom
| | - Tara Gurung
- Warwick Evidence, University of Warwick, Coventry, United Kingdom
| | - Douglas G. Altman
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Andrew H. Briggs
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Peter Fayers
- Population Health, University of Aberdeen, Aberdeen, United Kingdom
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
| | - Craig R. Ramsay
- Health Services Research Unit, University of Aberdeen, Aberdeen, United Kingdom
| | - John D. Norrie
- Centre for Healthcare Randomised Trials, University of Aberdeen, Aberdeen, United Kingdom
| | - Ian M. Harvey
- Faculty of Health, University of East Anglia, Norwich, United Kingdom
| | | | - Jonathan A. Cook
- Health Services Research Unit, University of Aberdeen, Aberdeen, United Kingdom
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
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Cook JA, Hislop J, Adewuyi TE, Harrild K, Altman DG, Ramsay CR, Fraser C, Buckley B, Fayers P, Harvey I, Briggs AH, Norrie JD, Fergusson D, Ford I, Vale LD. Assessing methods to specify the target difference for a randomised controlled trial: DELTA (Difference ELicitation in TriAls) review. Health Technol Assess 2014; 18:v-vi, 1-175. [PMID: 24806703 PMCID: PMC4781097 DOI: 10.3310/hta18280] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The randomised controlled trial (RCT) is widely considered to be the gold standard study for comparing the effectiveness of health interventions. Central to the design and validity of a RCT is a calculation of the number of participants needed (the sample size). The value used to determine the sample size can be considered the 'target difference'. From both a scientific and an ethical standpoint, selecting an appropriate target difference is of crucial importance. Determination of the target difference, as opposed to statistical approaches to calculating the sample size, has been greatly neglected though a variety of approaches have been proposed the current state of the evidence is unclear. OBJECTIVES The aim was to provide an overview of the current evidence regarding specifying the target difference in a RCT sample size calculation. The specific objectives were to conduct a systematic review of methods for specifying a target difference; to evaluate current practice by surveying triallists; to develop guidance on specifying the target difference in a RCT; and to identify future research needs. DESIGN The biomedical and social science databases searched were MEDLINE, MEDLINE In-Process & Other Non-Indexed Citations, EMBASE, Cochrane Central Register of Controlled Trials (CENTRAL), Cochrane Methodology Register, PsycINFO, Science Citation Index, EconLit, Education Resources Information Center (ERIC) and Scopus for in-press publications. All were searched from 1966 or the earliest date of the database coverage and searches were undertaken between November 2010 and January 2011. There were three interlinked components: (1) systematic review of methods for specifying a target difference for RCTs - a comprehensive search strategy involving an electronic literature search of biomedical and some non-biomedical databases and clinical trials textbooks was carried out; (2) identification of current trial practice using two surveys of triallists - members of the Society for Clinical Trials (SCT) were invited to complete an online survey and respondents were asked about their awareness and use of, and willingness to recommend, methods; one individual per triallist group [UK Clinical Research Collaboration (UKCRC)-registered Clinical Trials Units (CTUs), Medical Research Council (MRC) UK Hubs for Trials Methodology Research and National Institute for Health Research (NIHR) UK Research Design Services (RDS)] was invited to complete a survey; (3) production of a structured guidance document to aid the design of future trials - the draft guidance was developed utilising the results of the systematic review and surveys by the project steering and advisory groups. SETTING Methodological review incorporating electronic searches, review of books and guidelines, two surveys of experts (membership of an international society and UK- and Ireland-based triallists) and development of guidance. PARTICIPANTS The two surveys were sent out to membership of the SCT and UK- and Ireland-based triallists. INTERVENTIONS The review focused on methods for specifying the target difference in a RCT. It was not restricted to any type of intervention or condition. MAIN OUTCOME MEASURES Methods for specifying the target difference for a RCT were considered. RESULTS The search identified 11,485 potentially relevant studies. In total, 1434 were selected for full-text assessment and 777 were included in the review. Seven methods to specify the target difference for a RCT were identified - anchor, distribution, health economic, opinion-seeking, pilot study, review of evidence base (RoEB) and standardised effect size (SES) - each having important variations in implementation. A total of 216 of the included studies used more than one method. A total of 180 (15%) responses to the SCT survey were received, representing 13 countries. Awareness of methods ranged from 38% (n =69) for the health economic method to 90% (n =162) for the pilot study. Of the 61 surveys sent out to UK triallist groups, 34 (56%) responses were received. Awareness ranged from 97% (n =33) for the RoEB and pilot study methods to only 41% (n =14) for the distribution method. Based on the most recent trial, all bar three groups (91%, n =30) used a formal method. Guidance was developed on the use of each method and the reporting of the sample size calculation in a trial protocol and results paper. CONCLUSIONS There is a clear need for greater use of formal methods to determine the target difference and better reporting of its specification. Raising the standard of RCT sample size calculations and the corresponding reporting of them would aid health professionals, patients, researchers and funders in judging the strength of the evidence and ensuring better use of scarce resources. FUNDING The Medical Research Council UK and the National Institute for Health Research Joint Methodology Research programme.
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Affiliation(s)
- Jonathan A Cook
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Jennifer Hislop
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | | | - Kirsten Harrild
- Medical Statistics Team, University of Aberdeen, Aberdeen, UK
| | - Douglas G Altman
- Centre for Statistics in Medicine, University of Oxford, Oxford, UK
| | - Craig R Ramsay
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Cynthia Fraser
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Brian Buckley
- Department of General Practice, National University of Ireland, Galway, Ireland
| | - Peter Fayers
- Population Health, University of Aberdeen, Aberdeen, UK
| | - Ian Harvey
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Andrew H Briggs
- Health Economics and Health Technology Assessment, University of Glasgow, Glasgow, UK
| | - John D Norrie
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | | | - Ian Ford
- Robertson Centre for Biostatistics, University of Glasgow, Glasgow, UK
| | - Luke D Vale
- Institute of Health and Society, Newcastle University, Newcastle upon Tyne, UK
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Blazeby JM, Hall E, Aaronson NK, Lloyd L, Waters R, Kelly JD, Fayers P. Validation and reliability testing of the EORTC QLQ-NMIBC24 questionnaire module to assess patient-reported outcomes in non-muscle-invasive bladder cancer. Eur Urol 2014; 66:1148-56. [PMID: 24612661 PMCID: PMC4410297 DOI: 10.1016/j.eururo.2014.02.034] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2013] [Accepted: 02/13/2014] [Indexed: 12/11/2022]
Abstract
Background Well-developed and well-tested patient-reported outcome measures for non–muscle-invasive bladder cancer (NMIBC) are required. Objective To test and adapt the scale structure and explore the psychometric properties of the European Organisation for Research and Treatment of Cancer (EORTC) questionnaire for NMIBC. Design, setting, and participants A total of 433 patients in the Bladder COX-2 Inhibition Trial (BOXIT) completed the EORTC QLQ-C30 and NMIBC questionnaires. BOXIT is evaluating the addition of celecoxib to standard treatment in high- and intermediate-risk NMIBC. Outcome measurements and statistical analysis Multitrait scaling investigated and adapted the questionnaire scale structure and evaluated the reliability and validity of the revised scales, as well as responsiveness to change. Results and limitations A total of 410 patients (94.7%) (79.3% men, 74.6% high risk) returned baseline forms, and the questionnaire response rate was 88.2%. Multitrait scaling confirmed six scales and five single items. Scales and items demonstrated significant differences between patients with good and poor performance status scores (p < 0.001). Men reported better sexual function than women (p < 0.001). Scale and single-item module scores were not highly correlated with QLQ-C30 scores (evidence of discriminant validity), and the module was responsive to changes in health over time. International and test–retest data are required. Conclusions This study demonstrates the evidence-driven adapted scale structure and psychometric data of the EORTC QLQ-NMIBC24 module to use in clinical trials of patients with high- or intermediate-risk bladder cancer.
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Affiliation(s)
- Jane M Blazeby
- Centre for Surgical Research, School of Social and Community Medicine, Bristol, UK; Division of Surgery, Head and Neck, University Hospitals NHS Foundation Trust, Bristol, UK.
| | - Emma Hall
- Institute of Cancer Research Clinical Trials and Statistics Unit, London, UK
| | - Neil K Aaronson
- Division of Psychosocial Research and Epidemiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Lisa Lloyd
- Institute of Cancer Research Clinical Trials and Statistics Unit, London, UK
| | - Rachel Waters
- Institute of Cancer Research Clinical Trials and Statistics Unit, London, UK
| | - John D Kelly
- Division of Surgery and Interventional Science, University College London, London, UK
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK; Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology, Trondheim, Norway
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Blum D, Stene GB, Solheim TS, Fayers P, Hjermstad MJ, Baracos VE, Fearon K, Strasser F, Kaasa S. Validation of the Consensus-Definition for Cancer Cachexia and evaluation of a classification model--a study based on data from an international multicentre project (EPCRC-CSA). Ann Oncol 2014; 25:1635-42. [PMID: 24562443 DOI: 10.1093/annonc/mdu086] [Citation(s) in RCA: 164] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Weight loss limits cancer therapy, quality of life and survival. Common diagnostic criteria and a framework for a classification system for cancer cachexia were recently agreed upon by international consensus. Specific assessment domains (stores, intake, catabolism and function) were proposed. The aim of this study is to validate this diagnostic criteria (two groups: model 1) and examine a four-group (model 2) classification system regarding these domains as well as survival. PATIENTS AND METHODS Data from an international patient sample with advanced cancer (N = 1070) were analysed. In model 1, the diagnostic criteria for cancer cachexia [weight loss/body mass index (BMI)] were used. Model 2 classified patients into four groups 0-III, according to weight loss/BMI as a framework for cachexia stages. The cachexia domains, survival and sociodemographic/medical variables were compared across models. RESULTS Eight hundred and sixty-one patients were included. Model 1 consisted of 399 cachectic and 462 non-cachectic patients. Cachectic patients had significantly higher levels of inflammation, lower nutritional intake and performance status and shorter survival. In model 2, differences were not consistent; appetite loss did not differ between group III and IV, and performance status not between group 0 and I. Survival was shorter in group II and III compared with other groups. By adding other cachexia domains to the model, survival differences were demonstrated. CONCLUSION The diagnostic criteria based on weight loss and BMI distinguish between cachectic and non-cachectic patients concerning all domains (intake, catabolism and function) and is associated with survival. In order to guide cachexia treatment a four-group classification model needs additional domains to discriminate between cachexia stages.
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Affiliation(s)
- D Blum
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Cancer Clinic, St Olavs Hospital, Trondheim University Hospital, Trondheim
| | - G B Stene
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Cancer Clinic, St Olavs Hospital, Trondheim University Hospital, Trondheim Department of Neuroscience, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - T S Solheim
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Cancer Clinic, St Olavs Hospital, Trondheim University Hospital, Trondheim
| | - P Fayers
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, UK
| | - M J Hjermstad
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Department of Oncology, Regional Centre for Excellence in Palliative Care, Oslo University Hospital, Ullevål, Oslo, Norway
| | - V E Baracos
- Department of Oncology, Division of Palliative Care Medicine, University of Alberta, Alberta, Canada
| | - K Fearon
- Clinical and Surgical Sciences (Surgery), University of Edinburgh, Royal Infirmary, Edinburgh, UK
| | - F Strasser
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Department of Internal Medicine and Palliative Center Cantonal Hospital, Oncological Palliative Medicine, Oncology, St Gallen, Switzerland
| | - S Kaasa
- European Palliative Care Research Centre, Faculty of Medicine, Norwegian University of Science and Technology (NTNU), Trondheim Cancer Clinic, St Olavs Hospital, Trondheim University Hospital, Trondheim
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Preston NJ, Fayers P, Walters SJ, Pilling M, Grande GE, Short V, Owen-Jones E, Evans CJ, Benalia H, Higginson IJ, Todd CJ. Recommendations for managing missing data, attrition and response shift in palliative and end-of-life care research: part of the MORECare research method guidance on statistical issues. Palliat Med 2013; 27:899-907. [PMID: 23652842 DOI: 10.1177/0269216313486952] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Statistical analysis in palliative and end-of-life care research can be problematic due to high levels of missing data, attrition and response shift as disease progresses. AIM To develop recommendations about managing missing data, attrition and response shift in palliative and end-of-life care research data. DESIGN We used the MORECare Transparent Expert Consultation approach to conduct a consultation workshop with experts in statistical methods in palliative and end-of-life care research. Following presentations and discussion, nominal group techniques were used to produce recommendations about attrition, missing data and response shift. These were rated online by experts and analysed using descriptive statistics for consensus and importance. RESULTS In total, 20 participants attended the workshop and 19 recommendations were subsequently ranked. There was broad agreement across recommendations. The top five recommendations were as follows: A taxonomy should be devised to define types of attrition. Types and amount of missing data should be reported with details of imputation methods. The pattern of missing data should be investigated to inform the imputation approach. A statistical analysis plan should be pre-specified in the protocol. High rates of attrition should be assumed when planning studies and specifying analyses. The leading recommendation for response shift was for more research. CONCLUSIONS When designing studies in palliative and end-of-life care, it is recommended that high rates of attrition should not be seen as indicative of poor design and that a clear statistical analysis plan is in place to account for missing data and attrition.
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Affiliation(s)
- Nancy J Preston
- International Observatory on End of Life, Faculty of Health & Medicine, Lancaster University, Lancaster, UK
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Johnsen AT, Damkier A, Vejlgaard TB, Lindschou J, Sjøgren P, Gluud C, Neergaard MA, Petersen MA, Lundorff LE, Pedersen L, Fayers P, Strömgren AS, Higginson IJ, Groenvold M. A randomised, multicentre clinical trial of specialised palliative care plus standard treatment versus standard treatment alone for cancer patients with palliative care needs: the Danish palliative care trial (DanPaCT) protocol. BMC Palliat Care 2013; 12:37. [PMID: 24152880 PMCID: PMC3874751 DOI: 10.1186/1472-684x-12-37] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 10/15/2013] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Advanced cancer patients experience considerable symptoms, problems, and needs. Early referral of these patients to specialised palliative care (SPC) could improve their symptoms and problems.The Danish Palliative Care Trial (DanPaCT) investigates whether patients with metastatic cancer, who report palliative needs in a screening, will benefit from being referred to 'early SPC'. METHODS/DESIGN DanPaCT is a clinical, multicentre, parallel-group superiority trial with balanced randomisation (1:1). The planned sample size is 300 patients. Patients are randomised to specialised palliative care (SPC) plus standard treatment versus standard treatment. Consecutive patients from oncology departments are screened for palliative needs with a questionnaire if they: a) have metastatic cancer; b) are 18 years or above; and c) have no prior contact with SPC. Patients with palliative needs (i.e. symptoms/problems exceeding a certain threshold) according to the questionnaire are eligible. The primary outcome is the change in the patients' primary need (the most severe symptom/problem measured with the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ-C30)). Secondary outcomes are other symptoms/problems (EORTC QLQ-C30), satisfaction with health care (FAMCARE P-16), anxiety and depression (the Hospital Anxiety and Depression scale), survival, and health care costs. DISCUSSION Only few trials have investigated the effects of SPC. To our knowledge DanPaCT is the first trial to investigate screening based 'early SPC' for patients with a broad spectrum of cancer diagnosis. TRIAL REGISTRATION Current controlled Trials NCT01348048.
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Affiliation(s)
- Anna T Johnsen
- Department of Palliative Medicine, The Research Unit, Bispebjerg Hospital 20D, Bispebjerg Bakke 23, DK-2400 Copenhagen, NV,Denmark.
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Laird BJ, McMillan DC, Fayers P, Fearon K, Kaasa S, Fallon MT, Klepstad P. The systemic inflammatory response and its relationship to pain and other symptoms in advanced cancer. Oncologist 2013; 18:1050-5. [PMID: 23966223 DOI: 10.1634/theoncologist.2013-0120] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
INTRODUCTION Inflammation has been identified as a hallmark of cancer and may be necessary for tumorgenesis and maintenance of the cancer state. Inflammation-related symptoms are common in those with cancer; however, little is known about the relationship between symptoms and systemic inflammation in cancer. The aim of the present study was to examine the relationship between symptoms and systemic inflammation in a large cohort of patients with advanced cancer. METHODS Data from an international cohort of patients with advanced cancer were analyzed. Symptoms and patient-related outcomes were recorded using the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire--Core Questionnaire. Systemic inflammation was assessed using C-reactive protein levels. The relationship between these symptoms and systemic inflammation was examined using Spearman rank correlation (ρ) and the Mann-Whitney U test. RESULTS Data were available for 1,466 patients across eight European countries; 1,215 patients (83%) had metastatic disease at study entry. The median survival was 3.8 months (interquartile range [IQR] 1.3-12.2 months). The following were associated with increased levels of inflammation: performance status (ρ = .179), survival (ρ = .347), pain (ρ = .154), anorexia (ρ = .206), cognitive dysfunction (ρ = .137), dyspnea (p= .150), fatigue (ρ = .197), physical dysfunction (ρ = .207), role dysfunction (ρ = .176), social dysfunction (ρ = .132), and poor quality of life (ρ = .178). All were statistically significant at p < .001. CONCLUSION The results show that the majority of cancer symptoms are associated with inflammation. The strength of the potential relationship between systemic inflammation and common cancer symptoms should be examined further within the context of an anti-inflammatory intervention trial.
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Affiliation(s)
- Barry J Laird
- European Palliative Care Research Centre, Norwegian University of Science and Technology, Trondheim, Norway
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Laird BJ, Kaasa S, McMillan DC, Fallon MT, Hjermstad MJ, Fayers P, Klepstad P. Prognostic factors in patients with advanced cancer: a comparison of clinicopathological factors and the development of an inflammation-based prognostic system. Clin Cancer Res 2013; 19:5456-64. [PMID: 23938289 DOI: 10.1158/1078-0432.ccr-13-1066] [Citation(s) in RCA: 122] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE In advanced cancer, oncological treatment is influenced by performance status (PS); however, this has limitations. Biomarkers of systemic inflammation may have prognostic value in advanced cancer. The study compares key factors in prognosis (performance status, patient-reported outcomes; PRO) with an inflammation-based score (Glasgow Prognostic Score, mGPS). A new method of prognosis in advanced cancer (combining performance status and mGPS) is tested and then validated. EXPERIMENTAL DESIGN Two international biobanks of patients with advanced cancer were analyzed. Key prognostic factors [performance status, PROs (European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire C-30), and mGPS (using C-reactive protein and albumin concentrations)] were examined. The relationship between these and survival was examined using Kaplan-Meier and Cox regression methods, in a test sample before independent validation. RESULTS Data were available on 1,825 patients (test) and 631 patients (validation). Median survival ranged from 3.2 months (test) to 7.03 months (validation). On multivariate analysis, performance status (HR 1.62-2.77) and mGPS (HR 1.51-2.27) were independently associated with, and were the strongest predictors of survival (P < 0.01). Survival at 3 months varied from 82% (mGPS 0) to 39% (mGPS 2) and from 75% (performance status 0-1) to 14% (performance status 4). When used together, survival ranged from 88% (mGPS 0, PS 0-1) to 10% (mGPS 2, performance status 4), P < 0.001. CONCLUSION A systemic inflammation-based score, mGPS, and performance status predict survival in advanced cancer. The mGPS is similar to performance status in terms of prognostic power. Used together, performance status and mGPS act synergistically improving prognostic accuracy. This new method may be of considerable value in the management of patients with advanced cancer.
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Affiliation(s)
- Barry J Laird
- Authors' Affiliations: European Palliative Care Research Centre; Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology; Departments of Oncology and Anaesthesiology and Emergency Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim; Department of Oncology, Regional Centre for Excellence in Palliative Care, Oslo University Hospital, Oslo, Norway; University of Edinburgh, Edinburgh; and University of Glasgow, Glasgow, United Kingdom
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Higginson IJ, Evans CJ, Grande G, Preston N, Morgan M, McCrone P, Lewis P, Fayers P, Harding R, Hotopf M, Murray SA, Benalia H, Gysels M, Farquhar M, Todd C. Evaluating complex interventions in end of life care: the MORECare statement on good practice generated by a synthesis of transparent expert consultations and systematic reviews. BMC Med 2013; 11:111. [PMID: 23618406 PMCID: PMC3635872 DOI: 10.1186/1741-7015-11-111] [Citation(s) in RCA: 224] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Accepted: 04/02/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Despite being a core business of medicine, end of life care (EoLC) is neglected. It is hampered by research that is difficult to conduct with no common standards. We aimed to develop evidence-based guidance on the best methods for the design and conduct of research on EoLC to further knowledge in the field. METHODS The Methods Of Researching End of life Care (MORECare) project built on the Medical Research Council guidance on the development and evaluation of complex circumstances. We conducted systematic literature reviews, transparent expert consultations (TEC) involving consensus methods of nominal group and online voting, and stakeholder workshops to identify challenges and best practice in EoLC research, including: participation recruitment, ethics, attrition, integration of mixed methods, complex outcomes and economic evaluation. We synthesised all findings to develop a guidance statement on the best methods to research EoLC. RESULTS We integrated data from three systematic reviews and five TECs with 133 online responses. We recommend research designs extending beyond randomised trials and encompassing mixed methods. Patients and families value participation in research, and consumer or patient collaboration in developing studies can resolve some ethical concerns. It is ethically desirable to offer patients and families the opportunity to participate in research. Outcome measures should be short, responsive to change and ideally used for both clinical practice and research. Attrition should be anticipated in studies and may affirm inclusion of the relevant population, but careful reporting is necessitated using a new classification. Eventual implementation requires consideration at all stages of the project. CONCLUSIONS The MORECare statement provides 36 best practice solutions for research evaluating services and treatments in EoLC to improve study quality and set the standard for future research. The statement may be used alongside existing statements and provides a first step in setting common, much needed standards for evaluative research in EoLC. These are relevant to those undertaking research, trainee researchers, research funders, ethical committees and editors.
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Affiliation(s)
- Irene J Higginson
- King’s College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, Bessmer Road, Denmark Hill, London, SE5 9PJ, UK
| | - Catherine J Evans
- King’s College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, Bessmer Road, Denmark Hill, London, SE5 9PJ, UK
| | - Gunn Grande
- School of Nursing, Midwifery & Social Work, University of Manchester, Jean McFarlane Building, Oxford Road, Manchester, M13 9PL, UK
| | - Nancy Preston
- School of Nursing, Midwifery & Social Work, University of Manchester, Jean McFarlane Building, Oxford Road, Manchester, M13 9PL, UK
- International Observatory on End of Life Care, Faculty of Health and Medicine, Lancaster University, Physics Avenue, Lancaster, LA1 4YT, UK
| | - Myfanwy Morgan
- Department of Primary Care and Public Health Sciences, King’s College London, Capital House, Weston Street, London, SE1 3QD, UK
| | - Paul McCrone
- Department of Health Services and Population Research, King’s College London, Institute of Psychiatry, 16 De Crespingy Park, London, SE5 8AF, UK
| | - Penney Lewis
- King’s College London, Centre of Medical Law and Ethics, Dickson Poon School of Law, Strand, London, WC2R 2LS, UK
| | - Peter Fayers
- Institute of Applied Health Sciences, University of Aberdeen, Cornhill Road, Aberdeen, AB25 2ZD, UK
- Department of Cancer Research and Molecular Medicine, Faculty of Medicine, NTNU, Prinsesse Kristinasgt. 1, NO-7006, Trondheim, Norway
| | - Richard Harding
- King’s College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, Bessmer Road, Denmark Hill, London, SE5 9PJ, UK
| | - Matthew Hotopf
- Department of Psychological Medicine, King’s College London, Institute of Psychiatry, Weston Education Centre, Cutcombe Rd, London, SE5 9RJ, UK
| | - Scott A Murray
- Primary Palliative Care Research Group, Centre for Population Health Sciences, University of Edinburgh, Medical School, Teviot Place, Edinburgh, EH8 9AG, UK
| | - Hamid Benalia
- King’s College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, Bessmer Road, Denmark Hill, London, SE5 9PJ, UK
| | - Marjolein Gysels
- King’s College London, Cicely Saunders Institute, Department of Palliative Care, Policy and Rehabilitation, Bessmer Road, Denmark Hill, London, SE5 9PJ, UK
- University of Amsterdam, Centre for Social Science and Global Health, Oudezijds Achterburgwal 185, Amsterdam, 1012 DK, The Netherlands
| | - Morag Farquhar
- Primary Care Unit, Department of Public Health & Primary Care, University of Cambridge, Institute of Public Health, Forvie Site, Robinson Way, Cambridge, CB2 OSR, UK
| | - Chris Todd
- School of Nursing, Midwifery & Social Work, University of Manchester, Jean McFarlane Building, Oxford Road, Manchester, M13 9PL, UK
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Simms V, Gikaara N, Munene G, Atieno M, Kataike J, Nsubuga C, Banga G, Namisango E, Penfold S, Fayers P, Powell RA, Higginson IJ, Harding R. Multidimensional patient-reported problems within two weeks of HIV diagnosis in East Africa: a multicentre observational study. PLoS One 2013; 8:e57203. [PMID: 23431405 PMCID: PMC3576340 DOI: 10.1371/journal.pone.0057203] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Accepted: 01/23/2013] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES We aimed to determine for the first time the prevalence and severity of multidimensional problems in a population newly diagnosed with HIV at outpatient clinics in Africa. METHODS Recently diagnosed patients (within previous 14 days) were consecutively recruited at 11 HIV clinics in Kenya and Uganda. Participants completed a validated questionnaire, the African Palliative Outcome Scale (POS), with three underpinning factors. Ordinal logistic regression was used to evaluate risk factors for prevalence and severity of physical, psychological, interpersonal and existential problems. RESULTS There were 438 participants (62% female, 30% with restricted physical function). The most prevalent problems were lack of help and advice (47% reported none in the previous 3 days) and difficulty sharing feelings. Patients with limited physical function reported more physical/psychological (OR = 3.22) and existential problems (OR = 1.54) but fewer interpersonal problems (OR = 0.50). All outcomes were independent of CD4 count or ART eligibility. CONCLUSIONS Patients at all disease stages report widespread and burdensome multidimensional problems at HIV diagnosis. Newly diagnosed patients should receive assessment and care for these problems. Effective management of problems at diagnosis may help to remove barriers to retention in care.
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Affiliation(s)
- Victoria Simms
- London School of Hygiene and Tropical Medicine, London, United Kingdom.
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Fladvad T, Fayers P, Skorpen F, Kaasa S, Klepstad P. Lack of association between genetic variability and multiple pain-related outcomes in a large cohort of patients with advanced cancer: the European Pharmacogenetic Opioid Study (EPOS). BMJ Support Palliat Care 2012; 2:351-5. [PMID: 24654220 DOI: 10.1136/bmjspcare-2012-000212] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
OBJECTIVE This study examined whether the choice of pain-related outcome to represent opioid efficacy influenced findings in a genetic association study. Data from the European Pharmacogenetic Opioid Study, which used opioid dose as the outcome, were analysed in respect of six alternative outcomes: average pain intensity, pain right now, worst pain intensity, pain at its least, pain relief and pain interference. DESIGN Cancer pain patients using an opioid for moderate or severe pain were included. The pain outcomes were obtained using the Brief Pain Inventory. Genetic variation was analysed for 112 single nucleotide polymorphisms (SNPs) in 25 candidate genes relevant for opioid efficacy. The patients were randomly divided into a development and a validation sample and linear regression was used to compare the equality of means in the six outcomes. The influence of non-genetic factors was controlled for, the regression analyses were stratified by country, and the results were corrected for multiple testing. RESULTS 2201 cancer pain patients were included. Their mean age was 62.4 years and mean average pain was 3.5. None of the examined SNPs exceeded p values corrected for multiple testing for any of the outcomes. CONCLUSIONS None of the outcomes were associated with variation in the selected SNPs, as previously shown for opioid dose. Thus, we observed that findings related to associations between genetic variability and opioid efficacy were consistent for several alternative outcomes.
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Affiliation(s)
- Torill Fladvad
- European Palliative Care Research Center (PRC), Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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Rees JR, Blazeby JM, Fayers P, Friend EA, Welsh FKS, John TG, Rees M. Patient-reported outcomes after hepatic resection of colorectal cancer metastases. J Clin Oncol 2012; 30:1364-70. [PMID: 22430276 DOI: 10.1200/jco.2011.38.6177] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE Hepatic resection of colorectal carcinoma (CRC) liver metastases is increasing, but evidence for the impact of surgery on patient-reported outcomes (PROs) is limited. This study aimed to describe comprehensively the impact of liver surgery for CRC hepatic metastases on PROs. PATIENTS AND METHODS Consecutive patients selected for hepatic resection completed the European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire-C30 and Quality of Life Questionnaire-Liver Metastases C21 before and 3, 6, and 12 months after surgery. For functional scales, mean scores with 95% CIs were calculated at each time point, with differences in scores of at least 10 points considered clinically significant. Responses to symptom scales and items were categorized as minimal or severe. Proportions and 95% CIs for each symptom category were calculated. RESULTS Hepatic surgery was planned in 241 patients but abandoned in nine because of unresectable disease. There were two postoperative deaths, 58 complications (25.2%), and 32 patients (14.9%) with disease recurrence. Questionnaire compliance was excellent (> 95% at all time points). After surgery, most functional aspects of health decreased, and the proportions of patients with severe symptoms increased; role function deteriorated significantly, and 30% of patients reported severe activity/vigor problems. Functional scales recovered by 6 months and were maintained at 1 year. Postoperative symptoms returned to baseline levels at 12 months, but 32.1% of patients reported severe problems with sexual dysfunction and 11.9% with abdominal pain. CONCLUSION These findings provide new evidence regarding outcomes of liver resection for CRC metastases. It is recommended that patients be reassured that surgery has a minimal and short-lived detrimental impact on health.
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Affiliation(s)
- Jonathan R Rees
- School of Social and Community Medicine, University of Bristol, and University Hospitals Bristol National Health Service Foundation Trust, Bristol, United Kingdom
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Fielding S, Fayers P, Ramsay CR. Analysing randomised controlled trials with missing data: choice of approach affects conclusions. Contemp Clin Trials 2012; 33:461-9. [PMID: 22265924 DOI: 10.1016/j.cct.2011.12.002] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 11/11/2011] [Accepted: 12/21/2011] [Indexed: 11/28/2022]
Abstract
BACKGROUND The publication of a wrong conclusion from a randomised trial could have disastrous consequences. Missing data are unavoidable in most studies, but ignoring the problem may introduce bias to the results. Finding an appropriate way to deal with missing data is of paramount importance. We show how the choice of analysis method can impact on the conclusion of the trial with regard to the quality of life outcomes. METHODS Various analysis strategies (analysis of covariance, linear mixed effects model) with and without imputation were carried out to assess treatment difference in four quality of life outcomes in an example clinical trial. RESULTS Across all four quality of life outcomes, the various analysis approaches provided different estimates of treatment difference, with varying precision, using different numbers of patients. In some cases the decision about statistical significance differed. The results suggested that where possible extra effort should be made to retrieve missing responses. In the presence of data missing at random, simple imputation was inappropriate with multiple imputation or a linear mixed effects model more useful. CONCLUSION Different trial conclusions were obtained for a variety of analysis approaches for the same outcome. Collecting as much data as possible is of paramount importance. Careful consideration should be taken when deciding on the most appropriate strategy for analysis when missing data are involved and this strategy should be pre-specified in the trial protocol. Making inappropriate decisions could result in inappropriate conclusions potentially leading to the adoption of a clinical intervention in error.
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Affiliation(s)
- Shona Fielding
- Division of Applied Health Sciences, University of Aberdeen, Foresterhill, Aberdeen, UK.
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Fayers P. Alphas, betas and skewy distributions: two ways of getting the wrong answer. Adv Health Sci Educ Theory Pract 2011; 16:291-296. [PMID: 21400008 PMCID: PMC3139856 DOI: 10.1007/s10459-011-9283-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Accepted: 02/13/2011] [Indexed: 05/30/2023]
Abstract
Although many parametric statistical tests are considered to be robust, as recently shown in Methodologist's Corner, it still pays to be circumspect about the assumptions underlying statistical tests. In this paper I show that robustness mainly refers to α, the type-I error. If the underlying distribution of data is ignored there can be a major penalty in terms of the β, the type-II error, representing a large increase in false negative rate or, equivalently, a severe loss of power of the test.
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Affiliation(s)
- Peter Fayers
- Institute of Applied Health Sciences, School of Medicine and Dentistry, University of Aberdeen, Aberdeen, UK.
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Laugsand EA, Fladvad T, Skorpen F, Maltoni M, Kaasa S, Fayers P, Klepstad P. Clinical and genetic factors associated with nausea and vomiting in cancer patients receiving opioids. Eur J Cancer 2011; 47:1682-91. [DOI: 10.1016/j.ejca.2011.04.014] [Citation(s) in RCA: 72] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Revised: 04/07/2011] [Accepted: 04/11/2011] [Indexed: 11/27/2022]
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Somani BK, Gimlin D, Fayers P, N'Dow J. 1151 WHAT DO PATIENTS FEEL ABOUT THE INFORMATION PROVISION AND SUPPORT WITH DECISION MAKING PRIOR TO CYSTECTOMY AND URINARY DIVERSION (UD) SURGERY AND DOES IT CORRELATE WITH THEIR QUALITY OF LIFE (QOL) POST-SURGERY: RESULTS FROM A PROSPECTIVE STUDY. J Urol 2011. [DOI: 10.1016/j.juro.2011.02.750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Petersen MA, Groenvold M, Aaronson NK, Chie WC, Conroy T, Costantini A, Fayers P, Helbostad J, Holzner B, Kaasa S, Singer S, Velikova G, Young T. Development of computerized adaptive testing (CAT) for the EORTC QLQ-C30 physical functioning dimension. Qual Life Res 2010; 20:479-90. [DOI: 10.1007/s11136-010-9770-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2010] [Indexed: 11/30/2022]
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Nilsen HK, Landrø NI, Kaasa S, Jenssen GD, Fayers P, Borchgrevink PC. Driving functions in a video simulator in chronic non-malignant pain patients using and not using codeine. Eur J Pain 2010; 15:409-15. [PMID: 20947399 DOI: 10.1016/j.ejpain.2010.09.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2010] [Revised: 07/25/2010] [Accepted: 09/20/2010] [Indexed: 11/12/2022]
Abstract
BACKGROUND AND AIMS A considerable number of Europeans suffer from chronic pain and are using opioids, particularly of the weak type. It is a clinical impression that many of these are driving or wish to drive a car. The aims of this study were to investigate if codeine influences driving ability in a simulator, and to examine if chronic pain per se might impair such functions. METHODS Twenty patients with chronic pain on long-term codeine therapy were compared to 20 chronic pain patients not using codeine in a video driving simulator test. The chronic pain patients were then compared to 20 healthy controls. The primary outcome measures were reaction time and number of missed reactions. RESULTS The patients using codeine 120-270 mg (mean 180 mg) daily showed the same driving skills as patients not using codeine, and the codeine level did not affect the results. This was the case both 1h after intake of a single dose of 60 mg codeine and five or more hours after the last codeine intake. The reaction times were significantly slower for the chronic pain patients, in both rural and urban driving conditions, compared to the healthy controls (difference 0.11s. and 0.12s., respectively). The chronic pain patients missed almost twice as many reactions to traffic signs. There were no difference between the groups in steering precision. CONCLUSION The main finding in this simulator study was that codeine does not impair driving-related abilities over and above what is associated with chronic pain per se.
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Affiliation(s)
- Halvard K Nilsen
- Pain and Palliation Research Group, Institute of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway.
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Gimsing P, Carlson K, Turesson I, Fayers P, Waage A, Vangsted A, Mylin A, Gluud C, Juliusson G, Gregersen H, Hjorth-Hansen H, Nesthus I, Dahl IMS, Westin J, Nielsen JL, Knudsen LM, Ahlberg L, Hjorth M, Abildgaard N, Andersen NF, Linder O, Wisløff F. Effect of pamidronate 30 mg versus 90 mg on physical function in patients with newly diagnosed multiple myeloma (Nordic Myeloma Study Group): a double-blind, randomised controlled trial. Lancet Oncol 2010; 11:973-82. [DOI: 10.1016/s1470-2045(10)70198-4] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Harding R, Simms V, Penfold S, McCrone P, Moreland S, Downing J, Powell RA, Mwangi-Powell F, Namisango E, Fayers P, Curtis S, Higginson IJ. Multi-centred mixed-methods PEPFAR HIV care & support public health evaluation: study protocol. BMC Public Health 2010; 10:584. [PMID: 20920241 PMCID: PMC2955697 DOI: 10.1186/1471-2458-10-584] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2010] [Accepted: 09/29/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND A public health response is essential to meet the multidimensional needs of patients and families affected by HIV disease in sub-Saharan Africa. In order to appraise current provision of HIV care and support in East Africa, and to provide evidence-based direction to future care programming, and Public Health Evaluation was commissioned by the PEPFAR programme of the US Government. METHODS/DESIGN This paper described the 2-Phase international mixed methods study protocol utilising longitudinal outcome measurement, surveys, patient and family qualitative interviews and focus groups, staff qualitative interviews, health economics and document analysis. Aim 1) To describe the nature and scope of HIV care and support in two African countries, including the types of facilities available, clients seen, and availability of specific components of care [Study Phase 1]. Aim 2) To determine patient health outcomes over time and principle cost drivers [Study Phase 2]. The study objectives are as follows. 1) To undertake a cross-sectional survey of service configuration and activity by sampling 10% of the facilities being funded by PEPFAR to provide HIV care and support in Kenya and Uganda (Phase 1) in order to describe care currently provided, including pharmacy drug reviews to determine availability and supply of essential drugs in HIV management. 2) To conduct patient focus group discussions at each of these (Phase 1) to determine care received. 3) To undertake a longitudinal prospective study of 1200 patients who are newly diagnosed with HIV or patients with HIV who present with a new problem attending PEPFAR care and support services. Data collection includes self-reported quality of life, core palliative outcomes and components of care received (Phase 2). 4) To conduct qualitative interviews with staff, patients and carers in order to explore and understand service issues and care provision in more depth (Phase 2). 5) To undertake document analysis to appraise the clinical care procedures at each facility (Phase 2). 6) To determine principle cost drivers including staff, overhead and laboratory costs (Phase 2). DISCUSSION This novel mixed methods protocol will permit transparent presentation of subsequent dataset results publication, and offers a substantive model of protocol design to measure and integrate key activities and outcomes that underpin a public health approach to disease management in a low-income setting.
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Affiliation(s)
- Richard Harding
- King's College London, Cicely Saunders Institute Department of Palliative Care, Policy and Rehabilitation School of Medicine at Guy's, King's and St Thomas' Hospitals Bessemer Road, London SE5 9PJ, UK
| | - Victoria Simms
- King's College London, Cicely Saunders Institute Department of Palliative Care, Policy and Rehabilitation School of Medicine at Guy's, King's and St Thomas' Hospitals Bessemer Road, London SE5 9PJ, UK
| | - Suzanne Penfold
- King's College London, Cicely Saunders Institute Department of Palliative Care, Policy and Rehabilitation School of Medicine at Guy's, King's and St Thomas' Hospitals Bessemer Road, London SE5 9PJ, UK
| | - Paul McCrone
- King's College London Department of Health Service and Population Research Institute of Psychiatry Box P024, De Crespigny Park London, SE5 8AF, UK
| | - Scott Moreland
- Futures Group One Thomas Circle, NW, Suite 200 Washington DC 20005, USA
| | - Julia Downing
- African Palliative Care Association PO Box 72518 Kampala, Uganda
| | - Richard A Powell
- African Palliative Care Association PO Box 72518 Kampala, Uganda
| | | | - Eve Namisango
- African Palliative Care Association PO Box 72518 Kampala, Uganda
| | - Peter Fayers
- University of Aberdeen Department of Public Health, School of Medicine Polwarth Building Foresterhill, Aberdeen AB25 2ZD, UK
| | - Siân Curtis
- MEASURE Evaluation Project Carolina Population Center University of North Carolina at Chapel Hill, CB 8120 Chapel Hill, NC 27599, USA
| | - Irene J Higginson
- King's College London, Cicely Saunders Institute Department of Palliative Care, Policy and Rehabilitation School of Medicine at Guy's, King's and St Thomas' Hospitals Bessemer Road, London SE5 9PJ, UK
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Knudsen AK, Brunelli C, Kaasa S, Apolone G, Corli O, Montanari M, Fainsinger R, Aass N, Fayers P, Caraceni A, Klepstad P. Which variables are associated with pain intensity and treatment response in advanced cancer patients?--Implications for a future classification system for cancer pain. Eur J Pain 2010; 15:320-7. [PMID: 20822941 DOI: 10.1016/j.ejpain.2010.08.001] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2010] [Revised: 07/08/2010] [Accepted: 08/06/2010] [Indexed: 11/12/2022]
Abstract
BACKGROUND This study is part of a research program to reach consensus on an international cancer pain classification system. A confirmative and explorative approach was applied to investigate which of the variables identified in the literature, by experts and patients that are associated with pain. METHODS Data from an international, multicentre, cross-sectional study of cancer patients treated with opioids were investigated. Dependent variables were: average pain, worst pain, and pain relief (11-point Numerical Rating Scales). Forty-six independent variables were chosen based upon previous studies. Bivariate analyses identified independent variables associated with at least one of the dependent ones; 21 were included in multivariate linear regression analyses. RESULTS Two thousand two hundred and seventy-eight patients were investigated; 52% males, mean age 62 years, mean Karnofsky Performance Status 59%, mean daily opioid oral equivalent dose 341 mg. Fifty-eight percent had breakthrough pain. Mean pain scores were: average pain 3.5, worst pain 5.3 and pain relief 74%. Variables most strongly associated with these three dependent variables were: breakthrough pain, psychological distress, sleep, and opioid dose. CONCLUSIONS Breakthrough pain and psychological distress were confirmed as key variables of a future classification system. Candidate variables were: sleep, opioid dose, pain mechanism, use of non-opioids, pain localisation, cancer diagnosis, location of metastases, and addiction.
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Affiliation(s)
- Anne Kari Knudsen
- European Palliative Care Research Centre, Faculty of Medicine, NTNU, NO-7006 Trondheim, Norway.
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