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Rubino D, Bjorner JB, Rathor N, Sharma AM, von Huth Smith L, Wharton S, Wadden T, Zeuthen N, Kolotkin RL. Effect of semaglutide 2.4 mg on physical functioning and weight- and health-related quality of life in adults with overweight or obesity: Patient-reported outcomes from the STEP 1-4 trials. Diabetes Obes Metab 2024; 26:2945-2955. [PMID: 38698650 DOI: 10.1111/dom.15620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 04/04/2024] [Accepted: 04/11/2024] [Indexed: 05/05/2024]
Abstract
AIMS To summarize the effects of semaglutide 2.4 mg on weight-related quality of life (WRQOL) and health-related quality of life (HRQOL), focusing on the confirmatory secondary endpoint of physical functioning. MATERIALS AND METHODS The STEP 1-4 Phase 3a, 68-week, double-blind, randomized controlled trials assessed the efficacy and safety of semaglutide 2.4 mg versus placebo in individuals with overweight/obesity. WRQOL and HRQOL were assessed by change from baseline to Week 68 in two different but complementary measures, the Impact of Weight on Quality of Life-Lite Clinical Trials Version (IWQOL-Lite-CT; STEP 1 and 2) and the SF-36v2 Health Survey Acute (SF-36v2; STEP 1-4). RESULTS Superiority for semaglutide 2.4 mg over placebo based on IWQOL-Lite-CT and SF-36v2 physical functioning scores was confirmed in STEP 1 and 2 and in STEP 1, 2 and 4, respectively. At Week 68, a greater proportion of participants treated with semaglutide 2.4 mg than with placebo reached meaningful within-person change (MWPC) thresholds for IWQOL-Lite-CT Physical Function scores in STEP 1 (51.8% vs. 28.3%; p < 0.0001) and STEP 2 (39.6% vs. 29.5%; p = 0.0083) and the MWPC threshold for SF-36v2 Physical Functioning in STEP 1 (39.8% vs. 24.1%; p < 0.0001), STEP 2 (41.0% vs. 27.3%; p = 0.0001) and STEP 4 (18.0% vs. 6.6%; p < 0.0001). All other IWQOL-Lite-CT and SF-36v2 scale scores in STEP 1-4 were numerically improved with semaglutide 2.4 mg versus placebo, except for SF-36v2 Role Emotional in STEP 2. CONCLUSIONS Semaglutide 2.4 mg significantly improved physical functioning, with greater proportions of participants achieving MWPC compared with placebo, and showed beneficial effects on WRQOL and HRQOL beyond physical functioning.
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Affiliation(s)
- Domenica Rubino
- Washington Center for Weight Management and Research, Arlington, Virginia, USA
| | - Jakob B Bjorner
- QualityMetric Inc., LLC, Johnston, Rhode Island, USA
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | | | - Arya M Sharma
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | | | - Sean Wharton
- York University, McMaster University and Wharton Weight Management Clinic, Toronto, Ontario, Canada
| | - Thomas Wadden
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Ronette L Kolotkin
- Quality of Life Consulting, Durham, North Carolina, USA
- Duke Family Medicine and Community Health, Duke University School of Medicine, Durham, North Carolina, USA
- Faculty of Health and Social Sciences, Western Norway University of Applied Sciences, Førde, Norway
- Centre of Health Research, Helse Førde Hospital Trust, Førde, Norway
- Morbid Obesity Centre, Vestfold Hospital Trust, Tønsberg, Norway
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Lundanes J, Sandnes F, Gjeilo KH, Hansson P, Salater S, Martins C, Nymo S. Effect of a low-carbohydrate diet on pain and quality of life in female patients with lipedema: a randomized controlled trial. Obesity (Silver Spring) 2024; 32:1071-1082. [PMID: 38627016 DOI: 10.1002/oby.24026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 02/21/2024] [Accepted: 02/22/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVE The primary objective of this study was to evaluate the effect of a low-carbohydrate diet (LCD) compared with a control diet on pain in female patients with lipedema. The secondary objectives were to compare the impact of the two diets on quality of life (QoL) and investigate potential associations of changes in pain with changes in body weight, body composition, and ketosis. METHODS Adult female patients with lipedema and obesity were randomized to either the LCD or control diet (energy prescription: 1200 kcal/day) for 8 weeks. Body weight and body composition, pain (Brief Pain Inventory measured pain), and QoL (RAND 36-Item Health Survey [RAND-36], Impact of Weight on Quality of Life [IWQOL]-Lite, and Lymphoedema Quality of Life [LYMQOL]) were measured at baseline and at postintervention. RESULTS A total of 70 female patients (age, mean [SD], 47 [11] years; BMI 37 [5] kg/m2) were included. The LCD group had greater weight loss (-2.8 kg; 95% CI: -4.1 to -1.0; p < 0.001) and larger reduction in pain now (-1.1; 95% CI: -1.9 to -0.3; p = 0.009) compared with the control group. No association was found between changes in pain now and weight loss. Both groups experienced improvements in several QoL dimensions. CONCLUSIONS Diet-induced weight loss in women with lipedema can improve QoL. An energy-restricted LCD seems to be superior to a standard control diet in reducing pain.
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Affiliation(s)
- Julianne Lundanes
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, Nord-Trøndelag Hospital Trust, Namsos Hospital, Namsos, Norway
| | - Frida Sandnes
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Department of Nutrition and Speech-Language Therapy, Clinic of Rehabilitation, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Kari Hanne Gjeilo
- Clinic of Cardiology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway
| | - Patrik Hansson
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Department of Food and Nutrition and Sport Science, University of Gothenburg, Gothenburg, Sweden
| | - Sissel Salater
- Regional Center for Obesity Research and Innovation (ObeCe), Department of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Catia Martins
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Regional Center for Obesity Research and Innovation (ObeCe), Department of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Nutrition Sciences, University of Alabama at Birmingham (UAB), Birmingham, Alabama, USA
| | - Siren Nymo
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Surgery, Nord-Trøndelag Hospital Trust, Namsos Hospital, Namsos, Norway
- Regional Center for Obesity Research and Innovation (ObeCe), Department of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
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Ganam S, Tang R, Sher T, Worthey A, Docimo S. Quality of Life in Patients Undergoing Revisional Bariatric Surgery: From Sleeve Gastrectomy to Roux-en-Y Gastric Bypass. Obes Surg 2024; 34:997-1003. [PMID: 38308103 DOI: 10.1007/s11695-024-07082-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/22/2024] [Accepted: 01/24/2024] [Indexed: 02/04/2024]
Abstract
Sleeve gastrectomy (SG) is the most performed bariatric surgery worldwide. However, this surgery may be associated with long-term weight regain and severe gastroesophageal reflux disease (GERD), sometimes necessitating conversion to Roux-en-Y gastric bypass (RYGB) to improve quality of life (QoL). We conducted a systematic review on QoL measures following the conversion of SG to RYGB. We searched various databases for studies conducted between January 2005 and September 2023. Four studies, involving 196 participants in total, met the inclusion criteria. Different assessment methods were used to evaluate QoL following the conversion. In the included studies, we observed that GERD symptoms and proton pump inhibitor (PPI) use both decreased following conversion to RYGB. Excess weight loss (EWL) was also observed in all studies.
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Affiliation(s)
- Samer Ganam
- Morsani College of Medicine, University of South Florida, Horatio Street, Tampa, FL, 33609, USA.
- Division of Gastrointestinal Surgery, Tampa General Hospital, Horatio Street, Tampa, FL, 33609, USA.
| | - Ryan Tang
- Morsani College of Medicine, University of South Florida, Horatio Street, Tampa, FL, 33609, USA
| | - Theo Sher
- Morsani College of Medicine, University of South Florida, Horatio Street, Tampa, FL, 33609, USA
| | - Ayana Worthey
- Division of Gastrointestinal Surgery, Tampa General Hospital, Horatio Street, Tampa, FL, 33609, USA
| | - Salvatore Docimo
- Morsani College of Medicine, University of South Florida, Horatio Street, Tampa, FL, 33609, USA
- Division of Gastrointestinal Surgery, Tampa General Hospital, Horatio Street, Tampa, FL, 33609, USA
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Gelhorn HL, Maher S, Sapin H, Poon JL, Boye K. Estimating meaningful change for The Impact of Weight on Self-Perception (IW-SP) questionnaire among people with type 2 diabetes. Qual Life Res 2023; 32:3359-3371. [PMID: 37491582 PMCID: PMC10624730 DOI: 10.1007/s11136-023-03476-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2023] [Indexed: 07/27/2023]
Abstract
PURPOSE The Impact of Weight on Self-perception Questionnaire (IW-SP) is a three-item patient-reported outcome measure (PROM) instrument assessing the impact of body weight on self-perception. To date no published threshold for meaningful change exists. The objective of this study was to estimate the minimal important change (MIC) for the IW-SP among people with type 2 diabetes. METHODS Responder analyses were conducted using anchor- and distribution-based approaches with existing clinical trial data (SURPASS-2). As SURPASS-2 did not include a priori anchors, a set of alternative exploratory anchors were identified based on the MICs and items from two conceptually related measures used in the trial as well as percent change in body weight. Exploratory anchors with change estimates that were sufficiently related to change in IW-SP (r ≥ 0.30) and were not redundant with other anchors were retained for the MIC analyses. The analyses were conducted in two stages (estimation = 2/3 of sample) to derive initial IW-SP MIC estimates, and a subsequent confirmation stage (remaining 1/3 of sample). RESULTS While the most conceptually related anchors and items performed best in responsiveness analyses, all anchors resulted in a similar estimate of minimal meaningful change for the IW-SP total score: a 1-point change in raw units (1-5-point scale), corresponding to a 25-point change for transformed scores (0-100 scale). Distribution-based analyses supported these MIC estimates. Results were similar across both stages for all analyses. CONCLUSION The MIC for the IW-SP for patients with T2D is a 25-point change on the transformed score.
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Affiliation(s)
- Heather L Gelhorn
- Evidera, Bethesda, MD, USA.
- Evidera, 7101 Wisconsin Blvd., Suite 1400, Bethesda, MD, 20814, USA.
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Boye KS, Sapin H, Dong W, Williamson S, Lee CJ, Thieu VT. Improved Glycaemic and Weight Management Are Associated with Better Quality of Life in People with Type 2 Diabetes Treated with Tirzepatide. Diabetes Ther 2023; 14:1867-1887. [PMID: 37668888 PMCID: PMC10570229 DOI: 10.1007/s13300-023-01457-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 07/27/2023] [Indexed: 09/06/2023] Open
Abstract
INTRODUCTION Limited data are available on the relationship between quality of life (QoL) change and significant degrees of reduction in glycated haemoglobin (HbA1c) and/or weight loss in people with type 2 diabetes (T2D). We explored the associations between HbA1c targets and/or weight loss achieved and patient-reported outcomes (PROs) in adults with T2D treated with tirzepatide, a first-in-class once weekly glucose-dependent insulinotropic polypeptide and glucagon-like peptide-1 receptor agonist, using pooled data from SURPASS-1 to -5 Phase 3 clinical trials. METHODS PROs were assessed using five instruments at baseline and endpoint (Week 40 in SURPASS-1, -2 and -5; Week 52 in SURPASS-3 and -4): Impact of Weight on Quality of Life-Lite Clinical Trials Version; Impact of Weight on Self-Perception (IW-SP) questionnaire; Ability to Perform Physical Activities of Daily Living (APPADL); Diabetes Treatment Satisfaction Questionnaire change; and EQ-5D-5L. All PROs were assessed in participants receiving pooled doses of tirzepatide (5, 10 or 15 mg) and achieving HbA1c targets of < 5.7%, ≥ 5.7-≤ 6.5% and > 6.5% or achieving ≥ 0-< 5%, ≥ 5-< 10%, ≥ 10-< 15% and ≥ 15% weight loss from baseline at endpoint. The APPADL, IW-SP and EQ visual analogue scores were evaluated in participants achieving each combination of HbA1c target and weight loss. RESULTS Achievement of lower HbA1c targets or higher body weight percentage losses were each associated with greater improvements in QoL than achievement of higher HbA1c targets or lower body weight percentage losses, respectively. Achievement of lower HbA1c targets in combination with greater weight loss was generally associated with the best QoL ratings. CONCLUSIONS Our findings demonstrate that HbA1c targets and significant percentage body weight reduction thresholds need to be achieved for people with T2D to help substantially increase their overall health-related QoL. Tirzepatide treatment may allow a high proportion of people with T2D to achieve these targets, enabling improved QoL. CLINICAL TRIAL REGISTRATION SURPASS-1: NCT03954834; SURPASS-2: NCT03987919; SURPASS-3: NCT03882970; SURPASS-4: NCT03730662; SURPASS-5: NCT04039503.
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Affiliation(s)
- Kristina S Boye
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | - Hélène Sapin
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Wenxiu Dong
- TechData Service Company, King of Prussia, PA, USA
| | | | - Clare J Lee
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Ciani O, Manyara AM, Davies P, Stewart D, Weir CJ, Young AE, Blazeby J, Butcher NJ, Bujkiewicz S, Chan AW, Dawoud D, Offringa M, Ouwens M, Hróbjartssson A, Amstutz A, Bertolaccini L, Bruno VD, Devane D, Faria CD, Gilbert PB, Harris R, Lassere M, Marinelli L, Markham S, Powers JH, Rezaei Y, Richert L, Schwendicke F, Tereshchenko LG, Thoma A, Turan A, Worrall A, Christensen R, Collins GS, Ross JS, Taylor RS. A framework for the definition and interpretation of the use of surrogate endpoints in interventional trials. EClinicalMedicine 2023; 65:102283. [PMID: 37877001 PMCID: PMC10590868 DOI: 10.1016/j.eclinm.2023.102283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/03/2023] [Accepted: 10/03/2023] [Indexed: 10/26/2023] Open
Abstract
Background Interventional trials that evaluate treatment effects using surrogate endpoints have become increasingly common. This paper describes four linked empirical studies and the development of a framework for defining, interpreting and reporting surrogate endpoints in trials. Methods As part of developing the CONSORT (Consolidated Standards of Reporting Trials) and SPIRIT (Standard Protocol Items: Recommendations for Interventional Trials) extensions for randomised trials reporting surrogate endpoints, we undertook a scoping review, e-Delphi study, consensus meeting, and a web survey to examine current definitions and stakeholder (including clinicians, trial investigators, patients and public partners, journal editors, and health technology experts) interpretations of surrogate endpoints as primary outcome measures in trials. Findings Current surrogate endpoint definitional frameworks are inconsistent and unclear. Surrogate endpoints are used in trials as a substitute of the treatment effects of an intervention on the target outcome(s) of ultimate interest, events measuring how patients feel, function, or survive. Traditionally the consideration of surrogate endpoints in trials has focused on biomarkers (e.g., HDL cholesterol, blood pressure, tumour response), especially in the medical product regulatory setting. Nevertheless, the concept of surrogacy in trials is potentially broader. Intermediate outcomes that include a measure of function or symptoms (e.g., angina frequency, exercise tolerance) can also be used as substitute for target outcomes (e.g., all-cause mortality)-thereby acting as surrogate endpoints. However, we found a lack of consensus among stakeholders on accepting and interpreting intermediate outcomes in trials as surrogate endpoints or target outcomes. In our assessment, patients and health technology assessment experts appeared more likely to consider intermediate outcomes to be surrogate endpoints than clinicians and regulators. Interpretation There is an urgent need for better understanding and reporting on the use of surrogate endpoints, especially in the setting of interventional trials. We provide a framework for the definition of surrogate endpoints (biomarkers and intermediate outcomes) and target outcomes in trials to improve future reporting and aid stakeholders' interpretation and use of trial surrogate endpoint evidence. Funding SPIRIT-SURROGATE/CONSORT-SURROGATE project is Medical Research Council Better Research Better Health (MR/V038400/1) funded.
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Affiliation(s)
- Oriana Ciani
- Centre for Research on Health and Social Care Management, SDA Bocconi School of Management, Milan, Italy
| | - Anthony M. Manyara
- MRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - Philippa Davies
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Christopher J. Weir
- Edinburgh Clinical Trials Unit, Usher Institute, University of Edinburgh, Edinburgh, UK
| | | | - Jane Blazeby
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
- Bristol NIHR Biomedical Research Centre, Bristol, UK
- University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK
| | - Nancy J. Butcher
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Sylwia Bujkiewicz
- Biostatistics Research Group, Department of Population Health Sciences, University of Leicester, Leicester, UK
| | - An-Wen Chan
- Women's College Research Institute, Toronto, Canada
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Dalia Dawoud
- Science, Evidence and Analytics Directorate, Science Policy and Research Programme, National Institute for Health and Care Excellence, London, UK
| | - Martin Offringa
- Child Health Evaluative Sciences, The Hospital for Sick Children Research Institute, Toronto, Canada
- Department of Paediatrics, University of Toronto, Toronto, Canada
| | | | - Asbjørn Hróbjartssson
- Centre for Evidence-Based Medicine Odense (CEBMO) and Cochrane Denmark, Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Open Patient Data Explorative Network (OPEN), Odense University Hospital, Odense, Denmark
| | - Alain Amstutz
- CLEAR Methods Center, Division of Clinical Epidemiology, Department of Clinical Research, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Luca Bertolaccini
- Department of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Vito Domenico Bruno
- Department of Minimally Invasive Cardiac Surgery, IRCCS Galeazzi – Sant’Ambrogio Hospital, Milan, Italy
| | - Declan Devane
- University of Galway, Galway, Ireland
- Health Research Board-Trials Methodology Research Network, University of Galway, Galway, Ireland
| | - Christina D.C.M. Faria
- Department of Physical Therapy, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Ray Harris
- Patient and Public Involvement Partner, UK
| | - Marissa Lassere
- St George Hospital and School of Population Health, The University of New South Wales, Sydney, Australia
| | - Lucio Marinelli
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Sarah Markham
- Department of Biostatistics, King's College London, London, UK
| | - John H. Powers
- George Washington University School of Medicine, Washington, USA
| | - Yousef Rezaei
- Heart Valve Disease Research Center, Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
- Ardabil University of Medical Sciences, Ardabil, Iran
- Behyan Clinic, Pardis New Town, Tehran, Iran
| | - Laura Richert
- University Bordeaux, INSERM, Institut Bergonié, CHU Bordeaux, BPH U1219, CIC-EC 1401, RECaP and Euclid/F-CRIN, Bordeaux, France
| | | | - Larisa G. Tereshchenko
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Alparslan Turan
- Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, OH, USA
| | | | - Robin Christensen
- Section for Biostatistics and Evidence-Based Research, The Parker Institute, Bispebjerg and Frederiksberg Hospital, Copenhagen & Research Unit of Rheumatology, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | - Gary S. Collins
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Joseph S. Ross
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, USA
- Section of General Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Rod S. Taylor
- MRC/CSO Social and Public Health Sciences Unit, School of Health and Wellbeing, University of Glasgow, Glasgow, UK
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Boye KS, Thieu VT, Sapin H, Lee CJ, Landó LF, Brown K, Bray R, Wiese RJ, Patel H, Rodríguez Á, Yu M. Patient-Reported Outcomes in People with Type 2 Diabetes Receiving Tirzepatide in the SURPASS Clinical Trial Programme. Diabetes Ther 2023; 14:1833-1852. [PMID: 37526908 PMCID: PMC10570242 DOI: 10.1007/s13300-023-01451-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 07/11/2023] [Indexed: 08/02/2023] Open
Abstract
INTRODUCTION Tirzepatide, a novel glucose-dependent insulinotropic polypeptide and glucagon-like peptide 1 receptor agonist, is approved for glycaemic control for people with type 2 diabetes (T2D). The SURPASS-1 to -5 clinical trials assessed the efficacy of once weekly tirzepatide (5, 10 and 15 mg) versus placebo or active comparators (semaglutide 1 mg, insulin degludec and insulin glargine) in T2D. We evaluated patient-reported outcomes (PROs) that measured overall quality of life (QoL), treatment satisfaction and weight-related attributes across the five SURPASS studies. METHODS PRO instruments utilised at baseline and primary timepoint (40 weeks for SURPASS-1, -2 and -5; 52 weeks for SURPASS-3 and -4) or early termination visit were EQ-5D-5L (SURPASS-1 to -5); Impact of Weight on Self-Perceptions (SURPASS-1 to -5); Ability to Perform Physical Activities of Daily Living (SURPASS-1 to -5); Diabetes Treatment Satisfaction Questionnaire (SURPASS-2 to -5); and Impact of Weight on Quality of Life-Lite Clinical Trials Version (SURPASS-2 only). RESULTS Across all five studies at week 40/52, tirzepatide improved patients' QoL measured by general health and weight-related PROs over the comparator. Generally, higher doses of tirzepatide resulted in greater increases in PRO scores. CONCLUSION Overall, tirzepatide produced significant health and weight-related QoL improvements versus comparators in the five SURPASS studies. CLINICAL TRIAL REGISTRATION SURPASS-1: NCT03954834; SURPASS-2: NCT03987919; SURPASS-3: NCT03882970; SURPASS-4: NCT03730662; SURPASS-5: NCT04039503.
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Affiliation(s)
- Kristina S Boye
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA.
| | | | - Hélène Sapin
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Clare J Lee
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | | | - Katelyn Brown
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Ross Bray
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Russell J Wiese
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Hiren Patel
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Ángel Rodríguez
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
| | - Maria Yu
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, 46285, USA
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Masheb RM, Snow JL, Fenn LM, Antoniadis NE, Raffa SD, Ruser CB, Buta E. Development and Psychometric Assessment of the Weight and Eating Quality of Life (WE-QOL) Scale in US Military Veterans. J Gen Intern Med 2023:10.1007/s11606-023-08132-4. [PMID: 36973571 PMCID: PMC10361921 DOI: 10.1007/s11606-023-08132-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 03/01/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND The Veterans Health Administration (VHA) is in need of population health approaches to address overweight and obesity-related diseases. BMI serves as a simple, blunt metric to monitor these efforts. However, emerging research has demonstrated that healthcare weigh-ins contribute to weight stigma which paraodoxically is associated with weight gain. An alternative metric is urgently needed for VHA's MOVE!® Weight Management Program and other eating- and weight-related services. OBJECTIVE To develop a brief population health metric called the Weight and Eating Quality of Life (WE-QOL) Scale and assess its psychometric properties. DESIGN The literature was reviewed for relevant weight- and eating-specific QOL measures to identify unique and overlapping constructs. Eight items, representing these constructs, comprised the new brief WE-QOL Scale. A survey study was conducted with data analyzed in STATA. PARTICIPANTS A total of 213 consecutively evaluated US Veterans attending an orientation session for MOVE!. MAIN MEASURES The WE-QOL Scale, as well as a widely used generic health-related QOL measure, the European Quality of Life Screener (EQ-ED-5L), and relevant validated measures. KEY RESULTS WE-QOL descriptive findings demonstrated severe impacts on physical activity and physical discomfort for approximately 30% of the sample each; moderate-to-severe impacts on daily responsibilities, emotional distress, and shame and guilt for one-third of the sample each and public distress for one-fourth of the sample. The WE-QOL Scale performed as well as, or better than, the EQ-ED-5L for internal consistency (Cronbach's alpha = 0.91) and associations to relevant constructs (BMI, eating pathology, and physical activity). CONCLUSIONS Findings support the reliability and construct validity of the WE-QOL Scale. The WE-QOL Scale has potential to provide a standardized population health metric that could be used as a screening tool and clinical reminder to identify, refer, and assess outcomes for Veterans with weight and disordered eating issues. Future research could be targeted at using this measure to improve patient care and quality of care.
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Affiliation(s)
- Robin M Masheb
- VA Connecticut Health System West Haven Campus, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, CT, USA.
- Yale School of Medicine, New Haven, CT, USA.
| | - Jennifer L Snow
- VA Connecticut Health System West Haven Campus, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, CT, USA
| | - Lindsay M Fenn
- VA Connecticut Health System West Haven Campus, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, CT, USA
| | - Nicole E Antoniadis
- VA Connecticut Health System West Haven Campus, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, CT, USA
| | - Susan D Raffa
- National Center for Health Promotion and Disease Prevention, Veterans Health Administration, Durham, NC, USA
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Christopher B Ruser
- VA Connecticut Health System West Haven Campus, VA Connecticut Healthcare System West Haven VA Medical Center, West Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | - Eugenia Buta
- Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, USA
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Kolotkin RL, Jeppesen OK, Baker-Knight J, Lee SY, Tokita A, Kadowaki T. Effect of once-weekly subcutaneous semaglutide 2.4 mg on weight- and health-related quality of life in an East Asian population: Patient-reported outcomes from the STEP 6 trial. Clin Obes 2023:e12589. [PMID: 36905345 DOI: 10.1111/cob.12589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/26/2023] [Accepted: 02/04/2023] [Indexed: 03/12/2023]
Abstract
We assessed the effect of semaglutide 2.4 and 1.7 mg versus placebo on weight-related quality of life (WRQOL) and health-related quality of life (HRQOL) in the STEP 6 trial. Adults from East Asia (body mass index [BMI] ≥27.0 kg/m2 with ≥2 weight-related comorbidities, or ≥35.0 kg/m2 with ≥1 weight-related comorbidity) were randomized 4:1:2:1 to once-weekly subcutaneous semaglutide 2.4 mg or placebo, or semaglutide 1.7 mg or placebo, plus lifestyle intervention for 68 weeks. WRQOL and HRQOL were assessed from baseline to Week 68 using the Impact of Weight on Quality of Life-Lite Clinical Trials Version (IWQOL-Lite-CT) and the 36-Item-Short-Form-Survey-version-2.0 acute (SF-36v2), with changes in scores by categories of baseline BMI (</≥30 and ≥35 kg/m2 ) also assessed. In total, 401 participants (mean body weight 87.5 kg, aged 51 years, BMI 31.9 kg/m2 , waist circumference 103.2 cm) were included. From baseline to Week 68, the IWQOL-Lite-CT Psychosocial and Total scores were significantly improved with semaglutide 2.4 and 1.7 mg versus placebo. For Physical score, effects were only in favour of semaglutide 2.4 mg versus placebo. In the SF-36v2, Physical Functioning was significantly improved with semaglutide 2.4 mg versus placebo, but no beneficial effects favouring either semaglutide treatment arms versus placebo were seen in the other SF-36v2 domains. Benefits favouring semaglutide 2.4 mg versus placebo were also observed in subgroups with higher BMIs for IWQOL-Lite-CT and SF-36v2 Physical Functioning scores. Treatment with semaglutide 2.4 mg improved aspects of WRQOL and HRQOL in people from East Asia with overweight/obesity.
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Affiliation(s)
- Ronette L Kolotkin
- Quality of Life Consulting, Durham, North Carolina, USA
- Family Medicine and Community Health, Duke University School of Medicine, Durham, North Carolina, USA
- Centre of Health Research, Helse Førde Hospital Trust, Førde, Norway
- Morbid Obesity Centre, Vestfold Hospital Trust, Tønsberg, Norway
| | | | | | - Sang Yeoup Lee
- Family Medicine Clinic and Biomedical Research Institute, Pusan National University Yangsan Hospital, Yangsan-si, Gyeongsangnam-do, South Korea
- Department of Medical Education, Pusan National University School of Medicine, Yangsan-si, Gyeongsangnam-do, South Korea
| | - Asako Tokita
- Novo Nordisk Pharma Ltd, Chiyoda-ku, Tokyo, Japan
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Development of an Assessment Tool for Completion by Patients with Overweight or Obesity. Adv Ther 2023; 40:174-193. [PMID: 36255649 PMCID: PMC9579616 DOI: 10.1007/s12325-022-02334-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 09/22/2022] [Indexed: 01/25/2023]
Abstract
INTRODUCTION Discussions of weight-management strategies between patients and healthcare providers can yield positive outcomes for people with overweight or obesity. Nonetheless, people with overweight or obesity encounter communication challenges and other barriers to pursuing effective weight-management strategies with their healthcare providers. The aim of this study was to develop a new self-completed assessment tool to initiate and facilitate conversations related to weight management between patients and healthcare providers. METHODS Developing the assessment tool involved a series of steps and draft versions of the tool, based on feedback from key opinion leaders in the field of obesity (N = 4) and input from people with overweight or obesity (N = 18). Three iterative rounds of qualitative interviews were conducted in the USA. A targeted review of prior qualitative research was conducted to identify common and important impacts of obesity on patients' functioning. Standard qualitative analytical methods were used to identify concepts of importance in a concept elicitation exercise during the interviews and were evaluated for potential inclusion in the tool. Potential problems with the tool were flagged during cognitive debriefing of the draft tool. RESULTS During 18 individual interviews, participants referenced the impact of their weight on their lives, including health and comorbidities, physical function, emotional/mental functioning, social life, and physical appearance. Over the course of the tool's development, 24 common and important impacts of obesity on patients' functioning were reduced to a final set of eight concepts in the final tool that were deemed important and relevant to both patients and key opinion leaders. CONCLUSIONS The assessment tool is a five-item, self-completed measure expected to foster patient self-advocacy for individuals with overweight or obesity by giving them an opportunity to define their weight-management goals and discuss these, along with various medical interventions, with a healthcare provider.
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11
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Prospective Multicenter Study of the Primary Obesity Surgery Endoluminal (POSE 2.0) Procedure for Treatment of Obesity. Clin Gastroenterol Hepatol 2023; 21:81-89.e4. [PMID: 35533995 DOI: 10.1016/j.cgh.2022.04.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/18/2022] [Accepted: 04/20/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The Primary Obesity Surgery Endoluminal (POSE) 2.0 procedure involves a novel pattern of full-thickness gastric body plications to shorten and narrow the stomach using durable suture anchor pairs. Our prospective, multicenter trial examined the safety, efficacy, durability, and physiologic effects of POSE 2.0 in adults with obesity. METHODS Adults with obesity underwent POSE 2.0 at 3 centers. Primary outcomes were percent total body weight loss (%TBWL) and proportion of patients achieving >5% TBWL at 12 months. Secondary outcomes included change in obesity comorbidities, satiety, quality of life at 6 months, and durability of plications at 12 and 24 months. Subjects were followed for adverse events throughout the study duration. RESULTS 44 patients (61% female; mean age, 45 ± 9.7 years; mean body mass index, 37 ± 2.1 kg/m2) were enrolled. This procedure used an average of 19 suture anchor pairs, with a mean duration of 37 ± 11 minutes, and was technically successful in all subjects. Mean %TBWL at 12 months was 15.7% ± 6.8%. At 12 months, %TBWL >5%, >10%, and >15% was achieved in 98%, 86%, and 58% of patients, respectively. Improvements in lipid profile, liver biochemistries, and hepatic steatosis were seen at 6 months. Improvements in hepatic steatosis persisted for 24 months in a subgroup of patients (P < .01). POSE 2.0 reduced maximum tolerated meal volume (P = .03) and was associated with increased fullness (P < .01) and improved eating behavior (P < .01) at 6 months. Impact of weight on quality-of-life questionnaire improved at 6 months (2.23 vs 1.23; P < .01). Repeat assessment at 24 months (n = 26) showed fully intact plications. No serious adverse events occurred. CONCLUSION POSE 2.0 is an effective and durable endoscopic bariatric therapy which may influence physiologic pathways impacting satiety. Larger comparative studies are needed to further elucidate these initial findings. CLINICALTRIALS gov Identifier: NCT03721731.
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12
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Long C, Tcheng JE, Marinac-Dabic D, Iorga A, Krucoff M, Fisher D. Developing minimum core data structure for the obesity devices Coordinated Registry Network (CRN). BMJ SURGERY, INTERVENTIONS, & HEALTH TECHNOLOGIES 2022; 4:e000118. [PMID: 36393892 PMCID: PMC9660582 DOI: 10.1136/bmjsit-2021-000118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 12/31/2021] [Indexed: 11/16/2022] Open
Abstract
Obesity continues to be a major public health issue, with more than two-thirds of adults in the USA categorized as overweight or obese. Bariatric surgery is effective and yields durable weight loss; however, few qualified candidates choose to undergo surgical treatment. Less-invasive alternatives to bariatric surgery are being developed to bridge the treatment gap. Recognizing the burden of conducting pivotal clinical trials and traditional post-approval studies for medical devices, the Food and Drug Administration (FDA) Center for Devices and Radiological Health has encouraged the development of real-world data content and quality that is sufficient to provide evidence for Total Product Life Cycle medical device evaluation. A key first step is to establish a minimum core data structure that provides a common lexicon for endoscopic obesity devices and its corresponding interoperable data elements. Such a structure would facilitate data capture across existing workflow with a ‘coordinated registry network’ capability. On July 29, 2016, a workshop entitled, ‘GI Coordinated Registry Network: A Case for Obesity Devices’ was held at the FDA White Oak Campus by the Medical Device Epidemiology Network public–private partnership and FDA to initiate the work of developing a common lexicon and core data elements in the metabolic device space, which marked the inauguration of the Gastrointestinal Coordinated Registry Network project. Several work groups were subsequently formed to address clinical issues, data quality issues, registry participation, and data sharing.
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Affiliation(s)
- Cynthia Long
- Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
| | - James E Tcheng
- Clinical Research Institute, Duke Univesity School of Medicine, Durham, North Carolina, USA
| | - Danica Marinac-Dabic
- Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
| | - Andrea Iorga
- Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, USA
- Computer Science and Electrical Engineering, University of Maryland Baltimore County, Baltimore, Maryland, USA
| | - Mitchell Krucoff
- Clinical Research Institute, Duke Univesity School of Medicine, Durham, North Carolina, USA
| | - Deborah Fisher
- Clinical Research Institute, Duke Univesity School of Medicine, Durham, North Carolina, USA
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13
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Langendoen-Gort M, Groeneveld L, Prinsen CAC, Beulens JW, Elders PJM, Halperin I, Mukerji G, Terwee CB, Rutters F. Patient-reported outcome measures for assessing health-related quality of life in people with type 2 diabetes: A systematic review. Rev Endocr Metab Disord 2022; 23:931-977. [PMID: 35779199 PMCID: PMC9515038 DOI: 10.1007/s11154-022-09734-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2022] [Indexed: 11/26/2022]
Abstract
Patient-Reported Outcome Measures (PROMs) are important tools to assess outcomes relevant to patients, with Health-Related Quality Of Life (HRQOL) as an important construct to be measured. Many different HRQOL PROMs are used in the type 2 diabetes field, however a complete overview of these PROMs is currently lacking. We therefore aimed to systematically describe and classify the content of all PROMs that have specifically been developed or validated to measure (aspects of) HRQOL in people with type 2 diabetes. A literature search was performed in PubMed and EMBASE until 31 December 2021. Studies on the development or validation of a PROM measuring HRQOL, or aspects of HRQOL, in people with type 2 diabetes were included. Title and abstract and full-text screening were conducted by two independent researchers and data extraction was performed independently by one of the researchers. Data were extracted on language in which the PROM was developed, target population, construct(s) being measured, names of (sub)scales and number of items per (sub)scale. In addition, all PROMs and subscales were classified according to specific aspects of HRQOL based on the Wilson & Cleary model (symptom status, functional status, general health perceptions) to aid researchers in PROM selection. In total 220 studies were identified that developed or validated PROMs that measure (aspects of) HRQOL in people with type 2 diabetes. Of the 116 unique HRQOL PROMs, 91 (of the subscales) measured symptom status, 60 measured functional status and 26 measured general health perceptions. In addition, 16 of the PROMs (subscales) measured global quality of life. 61 of the 116 PROMs (subscales) also include characteristics of the individual (e.g. aspects of personality, coping) or environment (e.g. social or financial support) and patient-reported experience measures (PREMs, e.g. measure of a patient's perception of their personal experience of the healthcare they have received, e.g. treatment satisfaction), which are not part of the HRQOL construct. Only 9 of the 116 PROMs measure all aspects of HRQOL based on the Wilson & Cleary model. Finally, 8 of the 116 PROMs stating to measure HRQOL, measured no HRQOL construct. In conclusion, a large number of PROMs are available for people with type 2 diabetes, which intend to measure (aspects of) HRQOL. These PROMs measure a large variety of (sub)constructs, which are not all HRQOL constructs, with a small amount of PROMs not measuring HRQOL at all. There is a need for consensus on which aspects of HRQOL should be measured in people with type 2 diabetes and which PROMs to use in research and daily practice. PROSPERO: CRD42017071012. COMET database: http://www.comet-initiative.org/studies/details/956 .
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Affiliation(s)
- Marlous Langendoen-Gort
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Lenka Groeneveld
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Cecilia A C Prinsen
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Joline W Beulens
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Petra J M Elders
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Ilana Halperin
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
| | - Geetha Mukerji
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
- Women's College Hospital Institute for Health System Solutions and Virtual Care, 76 Grenville Street, Toronto, ON, Canada
| | - Caroline B Terwee
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Femke Rutters
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands.
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands.
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands.
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Xu X, Poulsen KL, Wu L, Liu S, Miyata T, Song Q, Wei Q, Zhao C, Lin C, Yang J. Targeted therapeutics and novel signaling pathways in non-alcohol-associated fatty liver/steatohepatitis (NAFL/NASH). Signal Transduct Target Ther 2022; 7:287. [PMID: 35963848 PMCID: PMC9376100 DOI: 10.1038/s41392-022-01119-3] [Citation(s) in RCA: 93] [Impact Index Per Article: 46.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 06/15/2022] [Accepted: 07/08/2022] [Indexed: 11/24/2022] Open
Abstract
Non-alcohol-associated fatty liver/steatohepatitis (NAFL/NASH) has become the leading cause of liver disease worldwide. NASH, an advanced form of NAFL, can be progressive and more susceptible to developing cirrhosis and hepatocellular carcinoma. Currently, lifestyle interventions are the most essential and effective strategies for preventing and controlling NAFL without the development of fibrosis. While there are still limited appropriate drugs specifically to treat NAFL/NASH, growing progress is being seen in elucidating the pathogenesis and identifying therapeutic targets. In this review, we discussed recent developments in etiology and prospective therapeutic targets, as well as pharmacological candidates in pre/clinical trials and patents, with a focus on diabetes, hepatic lipid metabolism, inflammation, and fibrosis. Importantly, growing evidence elucidates that the disruption of the gut-liver axis and microbe-derived metabolites drive the pathogenesis of NAFL/NASH. Extracellular vesicles (EVs) act as a signaling mediator, resulting in lipid accumulation, macrophage and hepatic stellate cell activation, further promoting inflammation and liver fibrosis progression during the development of NAFL/NASH. Targeting gut microbiota or EVs may serve as new strategies for the treatment of NAFL/NASH. Finally, other mechanisms, such as cell therapy and genetic approaches, also have enormous therapeutic potential. Incorporating drugs with different mechanisms and personalized medicine may improve the efficacy to better benefit patients with NAFL/NASH.
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Affiliation(s)
- Xiaohan Xu
- School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
| | - Kyle L Poulsen
- Department of Anesthesiology, McGovern Medical School, University of Texas Health Science Center, Houston, TX, USA
| | - Lijuan Wu
- School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
- Innovation Center of Marine Drug Screening & Evaluation, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Shan Liu
- Innovation Center of Marine Drug Screening & Evaluation, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Tatsunori Miyata
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Qiaoling Song
- Innovation Center of Marine Drug Screening & Evaluation, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Qingda Wei
- School of Medicine, Zhengzhou University, Zhengzhou, China
| | - Chenyang Zhao
- School of Medicine and Pharmacy, Ocean University of China, Qingdao, China
- Innovation Center of Marine Drug Screening & Evaluation, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
| | - Chunhua Lin
- Department of Urology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Jinbo Yang
- School of Medicine and Pharmacy, Ocean University of China, Qingdao, China.
- Innovation Center of Marine Drug Screening & Evaluation, Qingdao National Laboratory for Marine Science and Technology, Qingdao, China.
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15
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Poon JL, Marshall C, Johnson C, Pegram HC, Hunter M, Kan H, Ahmad NN. A qualitative study to examine meaningful change in physical function associated with weight-loss. Qual Life Res 2022; 32:1329-1340. [PMID: 35867321 PMCID: PMC9305034 DOI: 10.1007/s11136-022-03191-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE This study explored perceptions of meaningful weight-loss and the level of change on two patient-reported outcome (PRO) measures, the 36-item Short Form Health Survey® [SF-36v2®] and Impact of Weight on Quality of Life Lite-Clinical Trials© [IWQOL-Lite-CT©], that individuals living with overweight or obesity consider to be meaningful and indicative of treatment success. METHODS Thirty-three qualitative interviews were conducted in the US with adults living with overweight or obesity. Concept elicitation explored perceptions of minimally important/meaningful weight-loss using open-ended questions. Cognitive debriefing was used to understand thresholds for meaningful change on both measures. RESULTS Most participants (n = 23/33) expected a 5% total body weight-loss to yield some benefit in physical functioning, while all participants expected a 10% weight-loss to provide a meaningful and noticeable improvement in their physical functioning. Participants indicated that an item-level 1-point score change on each measure would represent a noticeable improvement in physical functioning and indicate treatment success. CONCLUSIONS Participants expected moderate weight-losses to be noticeable, with ≥ 10% weight-loss yielding the most consistent results. The findings suggested that both measures provide strong opportunity to demonstrate treatment benefit in relation to physical functioning as a small change on the response scale would represent a noticeable improvement in participants' daily lives.
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Affiliation(s)
- Jiat-Ling Poon
- Value, Evidence, and Outcomes Center of Innovation, Eli Lilly and Company, Indianapolis, IN, USA.
| | - Chris Marshall
- Clinical Outcomes Assessment, Clarivate Analytics, London, UK
| | - Chloe Johnson
- Clinical Outcomes Assessment, Clarivate Analytics, London, UK
| | - Hannah C Pegram
- Clinical Outcomes Assessment, Clarivate Analytics, London, UK
| | - Maile Hunter
- Formerly of Clinical Outcomes Assessment, Clarivate Analytics, Nashville, TN, USA
| | - Hongjun Kan
- Value, Evidence, and Outcomes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Nadia N Ahmad
- Lilly Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
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Kühnen P, Wabitsch M, von Schnurbein J, Chirila C, Mallya UG, Callahan P, Gnanasakthy A, Poitou C, Krabusch PM, Stewart M, Clément K. Quality of life outcomes in two phase 3 trials of setmelanotide in patients with obesity due to LEPR or POMC deficiency. Orphanet J Rare Dis 2022; 17:38. [PMID: 35123544 PMCID: PMC8817523 DOI: 10.1186/s13023-022-02186-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/20/2022] [Indexed: 11/21/2022] Open
Abstract
Introduction Individuals with proopiomelanocortin (POMC) or leptin receptor (LEPR) deficiency are young and experience severe obesity, hyperphagia, and comorbidities, which can impair quality of life (QOL).
Methods Two pivotal Phase 3 trials explored the effect of setmelanotide on body weight and hunger in individuals with obesity due to POMC (NCT02896192) or LEPR (NCT03287960) deficiency. QOL and depression were investigated in parallel using the disease-specific, age-appropriate Impact of Weight on Quality of Life-Lite (IWQOL-Lite), Pediatric Quality of Life Inventory (PedsQL), and Patient Health Questionnaire-9 (PHQ-9). Results In total, the POMC and LEPR trials enrolled 21 patients. Adults (≥ 18 years old; n = 7) had moderate-to-severe impairment in QOL at baseline, with mean (standard deviation [SD]) IWQOL-Lite total score 60.3 (13.2; maximum IWQOL-Lite total score = 100). The effect of setmelanotide on IWQOL-Lite total score was observed as soon as Week 5. Among those with scores at Week 52, 5 of 6 adults experienced a clinically meaningful improvement, with mean (SD) total scores increased from baseline by 24.2 (12.1) points. Children (6–12 years old; n = 2) and adolescents (13–17 years old; n = 4) had impaired QOL at baseline, with mean (SD) self-reported PedsQL total scores 53.3 (6.2) and 63.3 (29.1), respectively (maximum PedsQL total score = 100). Three of 5 patients experienced clinically meaningful improvement in PedsQL, with 2 children whose PedsQL total score increased by 28.3 and 3.3 points and 3 adolescents whose mean (SD) total score increased from baseline by 5.8 (18.3) points. Baseline mean (SD) PHQ-9 score (in those ≥ 12 years old) was 5.3 (3.8) and was generally maintained through Week 52. Conclusions Patients with POMC or LEPR deficiency had impaired, and in some cases severely impaired, QOL before setmelanotide treatment. Setmelanotide improved QOL in patients as early as Week 5, with some patients no longer experiencing impaired QOL at Week 52. Improvements in QOL may be related to a reduction in hunger and body weight associated with setmelanotide. Because of the highly complex psychological consequences of rare genetic diseases of obesity, some patients may require a long period of treatment to improve QOL and benefit from interdisciplinary care.
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Nösslinger H, Mair E, Toplak H, Hörmann-Wallner M. Measuring subcutaneous fat thickness using skinfold calipers vs. high-resolution B-scan ultrasonography in healthy volunteers: A pilot study. CLINICAL NUTRITION OPEN SCIENCE 2022. [DOI: 10.1016/j.nutos.2021.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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18
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O'Neil PM, Rubino DM. Exploring the wider benefits of semaglutide treatment in obesity: insight from the STEP program. Postgrad Med 2022; 134:28-36. [PMID: 36691307 DOI: 10.1080/00325481.2022.2150006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Obesity negatively impacts patients' health-related quality of life (QOL) and is associated with a range of complications such as type 2 diabetes (T2D), cardiovascular disease, and sleep apnea, alongside decreased physical function, mobility, and control of eating. The Semaglutide Treatment Effect in People with obesity (STEP) trials compared once-weekly subcutaneous semaglutide 2.4 mg with placebo in adults with overweight or obesity, with or without T2D. This article reviews the effects of semaglutide 2.4 mg on QOL, control of eating, and body composition. Weight-related QOL was assessed using the Impact of Weight on Quality of Life-Lite Clinical Trials Version (IWQOL-Lite-CT), and health-related QOL was assessed with the 36-item Short Form Health Survey version 2 (SF-36v2®). Control of eating was evaluated using the Control of Eating questionnaire in a subgroup of participants in one trial. Body composition was evaluated via dual-energy x-ray absorptiometry in another trial, in a subgroup of participants with a body mass index of ≤40 kg/m2. All IWQOL-Lite-CT scores (Physical Function, Physical, Psychosocial, and Total Score) improved with semaglutide 2.4 mg significantly more than with placebo. Across the trials, changes in SF-36v2 scores were generally in favor of semaglutide versus placebo. There were significant improvements in all Control of Eating questionnaire domains (craving control, craving for savory, craving for sweet, and positive mood) up to week 52 with semaglutide treatment versus placebo, with improvements in craving control and craving for savory remaining significantly different at week 104. Body composition findings showed that reductions in total fat mass were greater with semaglutide versus placebo. These findings highlight the wider benefits that patients can experience with once-weekly subcutaneous semaglutide 2.4 mg, in addition to weight loss, including improvements in patients' wellbeing and ability to perform daily activities. Taken together, these are important considerations for primary care when incorporating pharmacotherapy for weight management.
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Affiliation(s)
- Patrick M O'Neil
- Weight Management Center, Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Domenica M Rubino
- Washington Center for Weight Management and Research, Arlington, VA, USA
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Kolotkin RL, Williams VSL, von Huth Smith L, Meincke HH, Qin S, Williams N, Fehnel SE. Confirmatory psychometric evaluations of the Impact of Weight on Quality of Life-Lite Clinical Trials Version (IWQOL-Lite-CT). Clin Obes 2021; 11:e12477. [PMID: 34296522 PMCID: PMC9285468 DOI: 10.1111/cob.12477] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/24/2021] [Accepted: 06/20/2021] [Indexed: 01/20/2023]
Abstract
The Impact of Weight on Quality of Life-Lite Clinical Trials Version (IWQOL-Lite-CT) was developed to assess weight-related physical and psychosocial functioning in the context of clinical trials. Data from two pivotal trials of once-weekly subcutaneous semaglutide for the purpose of weight management (NCT03548935 and NCT03552757) were analysed to confirm the structure, reliability, validity, and responsiveness of the IWQOL-Lite-CT and evaluate the magnitude of meaningful within-patient change in patients with overweight or obesity, with and without type 2 diabetes. Factor analyses and inter-item correlations confirmed the IWQOL-Lite-CT structure and scoring algorithm. Each composite score (physical, physical function, psychosocial, and total) demonstrated excellent internal consistency (Cronbach's alphas ≥ 0.82) and test-retest reliability (intraclass correlation coefficients ≥ 0.85) in both trials. Patterns of cross-sectional and longitudinal construct validity correlations were generally consistent with hypotheses. Each of the IWQOL-Lite-CT composites was able to discriminate between known groups. Effect sizes and paired t tests comparing IWQOL-Lite-CT scores at baseline and Week 68 were statistically significant for all composites in both trials (P < 0.0001), providing strong support for the ability to detect change. Results of anchor-based analyses supported responder thresholds ranging from 13.5 to 16.6 across composite scores. The IWQOL-Lite-CT, a comprehensive assessment of weight-related functioning from the patient perspective, is appropriate for use in clinical trials evaluating the efficacy of new treatments for weight management.
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Affiliation(s)
- Ronette L. Kolotkin
- Quality of Life ConsultingDurhamNorth CarolinaUSA
- Department of Family Medicine and Community HealthDuke University School of MedicineDurhamNorth CarolinaUSA
- Faculty of Health and Social SciencesWestern Norway University of Applied SciencesFørdeNorway
- Centre of Health ResearchFørde Hospital TrustFørdeNorway
- Morbid Obesity CentreVestfold Hospital TrustTønsbergNorway
| | - Valerie S. L. Williams
- Department of Patient Reported OutcomesRTI Health SolutionsResearch Triangle ParkNorth CarolinaUSA
| | | | | | - Shanshan Qin
- Department of Patient Reported OutcomesRTI Health SolutionsResearch Triangle ParkNorth CarolinaUSA
| | - Nicole Williams
- Department of Patient Reported OutcomesRTI Health SolutionsResearch Triangle ParkNorth CarolinaUSA
| | - Sheri E. Fehnel
- Department of Patient Reported OutcomesRTI Health SolutionsResearch Triangle ParkNorth CarolinaUSA
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The Influence of Weight-Related Self-Esteem and Symptoms of Depression on Shape and Weight Concerns and Weight-Loss 12 Months After Bariatric Surgery. Obes Surg 2020; 31:1062-1072. [PMID: 33185838 DOI: 10.1007/s11695-020-05097-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 10/23/2022]
Abstract
INTRODUCTION While body image can improve following bariatric surgery, a portion of patients continue to experience concerns about weight and shape regardless of weight lost. Research is needed to identify risk factors for post-surgical weight and shape concerns given that body dissatisfaction may contribute to poor outcomes. AIMS To evaluate whether (1) change in weight-related self-esteem and symptoms of depression from pre- to 12-month post-surgery were associated with change in weight and shape concerns independent of weight-loss; (2) improvement in weight and shape concerns, symptoms of depression, and/or weight-related self-esteem predict greater weight-loss 12 months after bariatric surgery; and (3) improvements in weight-related self-esteem, symptoms of depression, weight concerns, or shape concerns predict weight loss. METHODS Fifty adults approved to receive bariatric surgery self-reported body mass index and completed validated measures of weight-related self-esteem, symptoms of depression, and weight and shape concerns pre- and 12-month post-surgery. RESULTS Improvements were observed for weight-related self-esteem, concerns over shape and weight, symptoms of depression, and body mass index from pre- to 12-month post-surgery. Improvement in weight-related self-esteem was associated with concomitant improvements in concerns over shape and weight, independent of weight loss. Improvement in symptoms of depression was associated with improvement in concerns over weight, but not shape. Finally, exploratory analyses indicated that improvements in weight-related self-esteem, and concerns over shape and weight, but not symptoms of depression were associated with improvement in weight-loss. CONCLUSIONS Weight-related self-esteem may represent an overlooked and important target throughout the bariatric surgery process that could enhance surgical outcomes.
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Abstract
PURPOSE OF REVIEW This review describes the latest evidence for the impact of bariatric surgery on health-related quality of life (HRQL). RECENT FINDINGS The impact of bariatric surgery on HRQL is less well-understood than its clinical effectiveness on weight and co-morbidities. Poor-quality study design and different HRQL measures challenge systematic reviews and meta-analyses. Available limited evidence suggests that physical aspects of HRQL may improve more than mental health aspects of HRQL after bariatric surgery, reaching maximal benefits 1-2 years post-surgery. Comparative HRQL analyses between bariatric procedures cannot be made due to a lack of randomised data. Qualitative research highlights the tensions patients experience after bariatric surgery, which provides insights to observed changes in HRQL. Standardized HRQL measures are being developed and agreed to improve future evidence synthesis. Two multi-centre randomised trials of bariatric surgical procedures including detailed HRQL assessment are in progress. It is hoped that the combination of comparative high-quality HRQL data and information from qualitative studies will provide new insights into patient well-being and health after bariatric surgery.
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Affiliation(s)
- Karen D Coulman
- Population Health Sciences, Bristol Medical School, University of Bristol, 1-5 Whiteladies Road, Bristol, BS8 1NU, UK.
- Obesity and Bariatric Surgery Service, North Bristol NHS Trust, Bristol, UK.
| | - Jane M Blazeby
- Population Health Sciences, Bristol Medical School, University of Bristol, 1-5 Whiteladies Road, Bristol, BS8 1NU, UK
- Division of Surgery, Head and Neck, University Hospitals Bristol NHS Foundation Trust, Bristol, UK
- National Institute for Health Research Bristol Biomedical Research Centre Surgical Innovation Theme, Bristol Centre for Surgical Research, Bristol Medical School: Population Health Sciences, University of Bristol, Bristol, UK
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Kushner RF, Calanna S, Davies M, Dicker D, Garvey WT, Goldman B, Lingvay I, Thomsen M, Wadden TA, Wharton S, Wilding JP, Rubino D. Semaglutide 2.4 mg for the Treatment of Obesity: Key Elements of the STEP Trials 1 to 5. Obesity (Silver Spring) 2020; 28:1050-1061. [PMID: 32441473 PMCID: PMC7318657 DOI: 10.1002/oby.22794] [Citation(s) in RCA: 126] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/17/2020] [Accepted: 03/02/2020] [Indexed: 12/13/2022]
Abstract
OBJECTIVE The obesity epidemic is a public health concern, warranting further research into pharmacological treatments for weight management (WM) as an adjunct to lifestyle interventions. The Semaglutide Treatment Effect in People with obesity (STEP) program aims to investigate the effect of semaglutide versus placebo on weight loss, safety, and tolerability in adults with obesity or overweight. METHODS Across five phase 3 trials (NCT03548935, WM; NCT03552757, WM in type 2 diabetes; NCT03611582, WM with intensive behavioral therapy; NCT03548987, sustained WM; and NCT03693430, long-term WM), ~5,000 participants are being randomly assigned to receive semaglutide 2.4 mg once weekly subcutaneously versus placebo. Results will be available in 2020/2021. For all trials, the primary end point is change from baseline to end of treatment in body weight. RESULTS Participants have a mean age of 46.2 to 55.3 years, are mostly female (mean: 74.1%-81.0%), and have a mean BMI of 35.7 to 38.5 kg/m2 and a mean waist circumference of 113.0 to 115.7 cm. CONCLUSIONS The STEP program evaluates the efficacy and safety of semaglutide 2.4 mg subcutaneously once weekly in a broad population. The trials will provide insights on WM in people with obesity with and without type 2 diabetes and on long-term follow-up.
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Affiliation(s)
- Robert F. Kushner
- Division of EndocrinologyFeinberg School of MedicineNorthwestern UniversityChicagoIllinoisUSA
| | | | - Melanie Davies
- Diabetes Research CentreUniversity of LeicesterLeicesterUK
- National Institute for Health Research Leicester Biomedical Research CentreLeicesterUK
- National Institute for Health Research Leicester Clinical Research FacilityLeicesterUK
| | - Dror Dicker
- Department of Internal MedicineHasharon Hospital Rabin Medical CenterPetah TikvaIsrael
- Sackler School of MedicineTel Aviv UniversityTel AvivIsrael
| | - W. Timothy Garvey
- Department of Nutrition SciencesUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Birmingham Veterans Affairs Medical CenterBirminghamAlabamaUSA
| | | | - Ildiko Lingvay
- Department of Internal Medicine/EndocrinologyUT Southwestern Medical CenterDallasTexasUSA
- Department of Population and Data SciencesUT Southwestern Medical CenterDallasTexasUSA
| | | | - Thomas A. Wadden
- Department of PsychiatryPerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Sean Wharton
- York University and Wharton Weight Management ClinicTorontoOntarioCanada
| | - John P.H. Wilding
- Obesity and Endocrinology ResearchInstitute of Ageing and Chronic DiseaseUniversity of LiverpoolLiverpoolUK
| | - Domenica Rubino
- Washington Center for Weight Management and ResearchArlingtonVirginiaUSA
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Wadden TA, Tronieri JS, Sugimoto D, Lund MT, Auerbach P, Jensen C, Rubino D. Liraglutide 3.0 mg and Intensive Behavioral Therapy (IBT) for Obesity in Primary Care: The SCALE IBT Randomized Controlled Trial. Obesity (Silver Spring) 2020; 28:529-536. [PMID: 32090517 PMCID: PMC7065111 DOI: 10.1002/oby.22726] [Citation(s) in RCA: 67] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/26/2019] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Previous studies have shown additive weight loss when intensive behavioral therapy (IBT) was combined with weight-loss medication. The present multisite study provides the first evaluation, in primary care, of the effect of the Centers for Medicare and Medicaid Services-based IBT benefit, delivered alone (with placebo) or in combination with liraglutide 3.0 mg. METHODS The Satiety and Clinical Adiposity-Liraglutide Evidence in individuals with and without diabetes (SCALE) IBT was a 56-week, randomized, double-blind, placebo-controlled, multicenter trial in individuals with obesity who received liraglutide 3.0 mg (n = 142) or placebo (n = 140) as an adjunct to IBT. RESULTS At week 56, mean weight loss with liraglutide 3.0 mg plus IBT was 7.5% and 4.0% with placebo combined with IBT (estimated treatment difference [95% CI]-3.4% [-5.3% to -1.6%], P = 0.0003). Significantly more individuals on liraglutide 3.0 mg than placebo achieved ≥ 5% weight loss (61.5% vs. 38.8%; odds ratio [OR] 2.5% [1.5% to 4.1%], P = 0.0003), > 10% weight loss (30.5% vs. 19.8%; OR 1.8% [1.0% to 3.1%], P = 0.0469), and > 15% weight loss (18.1% vs. 8.9%; OR 2.3% [1.1% to 4.7%], P = 0.0311). Liraglutide 3.0 mg in combination with IBT was well tolerated, with no new safety signals identified. CONCLUSIONS In a primary care setting, Centers for Medicare and Medicaid Services-based IBT produced clinically meaningful weight loss at 56 weeks, enhanced by the addition of liraglutide 3.0 mg.
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Affiliation(s)
- Thomas A Wadden
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jena Shaw Tronieri
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | | | | | - Domenica Rubino
- Washington Center for Weight Management and Research, Arlington, Virginia, USA
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Cao Y, Raoof M, Montgomery S, Ottosson J, Näslund I. Predicting Long-Term Health-Related Quality of Life after Bariatric Surgery Using a Conventional Neural Network: A Study Based on the Scandinavian Obesity Surgery Registry. J Clin Med 2019; 8:E2149. [PMID: 31817385 PMCID: PMC6947423 DOI: 10.3390/jcm8122149] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 12/02/2019] [Accepted: 12/03/2019] [Indexed: 12/17/2022] Open
Abstract
Severe obesity has been associated with numerous comorbidities and reduced health-related quality of life (HRQoL). Although many studies have reported changes in HRQoL after bariatric surgery, few were long-term prospective studies. We examined the performance of the convolution neural network (CNN) for predicting 5-year HRQoL after bariatric surgery based on the available preoperative information from the Scandinavian Obesity Surgery Registry (SOReg). CNN was used to predict the 5-year HRQoL after bariatric surgery in a training dataset and evaluated in a test dataset. In general, performance of the CNN model (measured as mean squared error, MSE) increased with more convolution layer filters, computation units, and epochs, and decreased with a larger batch size. The CNN model showed an overwhelming advantage in predicting all the HRQoL measures. The MSEs of the CNN model for training data were 8% to 80% smaller than those of the linear regression model. When the models were evaluated using the test data, the CNN model performed better than the linear regression model. However, the issue of overfitting was apparent in the CNN model. We concluded that the performance of the CNN is better than the traditional multivariate linear regression model in predicting long-term HRQoL after bariatric surgery; however, the overfitting issue needs to be mitigated using more features or more patients to train the model.
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Affiliation(s)
- Yang Cao
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, 70182 Örebro, Sweden;
| | - Mustafa Raoof
- Department of Surgery, Faculty of Medicine and Health, Örebro University, 70182 Örebro, Sweden; (M.R.); (J.O.); (I.N.)
| | - Scott Montgomery
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Örebro University, 70182 Örebro, Sweden;
- Clinical Epidemiology Division, Department of Medicine, Karolinska Institutet, 17177 Stockholm, Sweden
- Department of Epidemiology and Public Health, University College London, London WC1E 6BT, UK
| | - Johan Ottosson
- Department of Surgery, Faculty of Medicine and Health, Örebro University, 70182 Örebro, Sweden; (M.R.); (J.O.); (I.N.)
| | - Ingmar Näslund
- Department of Surgery, Faculty of Medicine and Health, Örebro University, 70182 Örebro, Sweden; (M.R.); (J.O.); (I.N.)
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Kolotkin RL, Williams VSL, Ervin CM, Williams N, Meincke HH, Qin S, von Huth Smith L, Fehnel SE. Validation of a new measure of quality of life in obesity trials: Impact of Weight on Quality of Life-Lite Clinical Trials Version. Clin Obes 2019; 9:e12310. [PMID: 30993900 PMCID: PMC6593657 DOI: 10.1111/cob.12310] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 02/25/2019] [Accepted: 03/22/2019] [Indexed: 12/17/2022]
Abstract
The Impact of Weight on Quality of Life-Lite (IWQOL-Lite) is widely used in evaluations of weight-loss interventions, including pharmaceutical trials. Because this measure was developed using input from individuals undergoing intensive residential treatment, the IWQOL-Lite may include concepts not relevant to clinical trial populations and may be missing concepts that are relevant to these populations. An alternative version, the IWQOL-Lite Clinical Trials Version (IWQOL-Lite-CT), was developed and validated according to the US Food and Drug Administration's (FDA's) guidance on patient-reported outcomes. Psychometric analyses were conducted to validate the IWQOL-Lite-CT using data from two randomized trials (NCT02453711 and NCT02906930) that included individuals with overweight/obesity, with and without type 2 diabetes. Additional measures included the SF-36, global items, weight and body mass index. The IWQOL-Lite-CT is a 20-item measure with two primary domains (Physical [seven items] and Psychosocial [13 items]). A five-item Physical Function composite and Total score were also supported. Cronbach's alpha and intraclass correlation coefficients exceeded 0.77 at each time point; patterns of construct validity correlations were consistent with hypotheses; and scores demonstrated treatment benefit. The IWQOL-Lite-CT is appropriate for assessing weight-related physical and psychosocial functioning in populations commonly targeted for obesity clinical trials. Qualification from the FDA is being sought for use of the IWQOL-Lite-CT in clinical trials to support product approval and labelling claims.
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Affiliation(s)
- Ronette L. Kolotkin
- Quality of Life Consulting, PLLCDurhamNorth Carolina
- Department of Family Medicine and Community HealthDuke University School of MedicineDurhamNorth Carolina
- Faculty of Health and Social Sciences, Western Norway University of Applied SciencesFørdeNorway
- Centre of Health ResearchFørde Hospital TrustFørdeNorway
- Morbid Obesity CentreVestfold Hospital TrustTønsbergNorway
| | - Valerie S. L. Williams
- Patient‐Centered Outcomes AssessmentRTI Health SolutionsResearch Triangle ParkNorth Carolina
| | - Claire M. Ervin
- Patient‐Centered Outcomes AssessmentRTI Health SolutionsResearch Triangle ParkNorth Carolina
| | - Nicole Williams
- Patient‐Centered Outcomes AssessmentRTI Health SolutionsResearch Triangle ParkNorth Carolina
| | - Henrik H. Meincke
- Health Economics and Outcomes Research, Novo Nordisk A/SSøborgDenmark
| | - Shanshan Qin
- Patient‐Centered Outcomes AssessmentRTI Health SolutionsResearch Triangle ParkNorth Carolina
| | | | - Sheri E. Fehnel
- Patient‐Centered Outcomes AssessmentRTI Health SolutionsResearch Triangle ParkNorth Carolina
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