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Wang Y, Xu Y, Shan H, Pan H, Chen J, Yang J. Health state utility values of type 2 diabetes mellitus and related complications: a systematic review and meta-regression. Health Qual Life Outcomes 2024; 22:74. [PMID: 39244536 PMCID: PMC11380328 DOI: 10.1186/s12955-024-02288-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Accepted: 08/26/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND This study aimed to synthesize and quantitatively examine Health State Utility Values (HSUVs) for Type 2 Diabetes Mellitus (T2DM) and its complications, providing a robust meta-regression framework for selecting appropriate HSUV estimates. METHOD We conducted a systematic review to extract HSUVs for T2DM and its complications, encompassing various influencing factors. Relevant literature was sourced from a review spanning 2000-2020, supplemented by literature from PubMed, Embase, and the Web of Science (up to March 2024). Multivariate meta-regression was performed to evaluate the impact of measurement tools, tariffs, health status, and clinical and demographic variables on HSUVs. RESULTS Our search yielded 118 studies, contributing 1044 HSUVs. The HSUVs for T2DM with complications varied, from 0.65 for cerebrovascular disease to 0.77 for neuropathy. The EQ-5D-3L emerged as the most frequently employed valuation method. HSUV differences across instruments were observed; 15-D had the highest (0.89), while HUI-3 had the lowest (0.70) values. Regression analysis elucidated the significant effects of instrument and tariff choice on HSUVs. Complication-related utility decrement, especially in diabetic foot, was quantified. Age <70 was linked to increased HSUVs, while longer illness duration, hypertension, overweight and obesity correlated with reduced HSUVs. CONCLUSION Accurate HSUVs are vital for the optimization of T2DM management strategies. This study provided a comprehensive data pool for HSUVs selection, and quantified the influence of various factors on HSUVs, informing analysts and policymakers in understanding the utility variations associated with T2DM and its complications.
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Affiliation(s)
- Yubo Wang
- Department of Pharmacy, 1/F, Science and Technology Building, The First Affiliated Hospital of Xinjiang Medical University, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
- Xinjiang Key Laboratory of Clinical Drug Research, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Yueru Xu
- School of Pharmacy, Xinjiang Medical University, No.393 XinYi Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Huiting Shan
- Department of Pharmacy, 1/F, Science and Technology Building, The First Affiliated Hospital of Xinjiang Medical University, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
- Xinjiang Key Laboratory of Clinical Drug Research, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Huimin Pan
- Department of Pharmacy, 1/F, Science and Technology Building, The First Affiliated Hospital of Xinjiang Medical University, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
- Xinjiang Key Laboratory of Clinical Drug Research, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China
| | - Ji Chen
- Department of Pharmacy, 1/F, Science and Technology Building, The First Affiliated Hospital of Xinjiang Medical University, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China.
- Xinjiang Key Laboratory of Clinical Drug Research, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China.
| | - Jianhua Yang
- Department of Pharmacy, 1/F, Science and Technology Building, The First Affiliated Hospital of Xinjiang Medical University, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China.
- Xinjiang Key Laboratory of Clinical Drug Research, No.137 Liyushan Road, Xinshi District, Urumqi, Xinjiang Uygur Autonomous Region, China.
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Matlock KA, Broadley M, Hendrieckx C, Clowes M, Sutton A, Heller SR, de Galan BE, Pouwer F, Speight J. Changes in quality of life following hypoglycaemia in adults with type 2 diabetes: A systematic review of longitudinal studies. Diabet Med 2022; 39:e14706. [PMID: 34596292 PMCID: PMC9293422 DOI: 10.1111/dme.14706] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 09/28/2021] [Indexed: 12/21/2022]
Abstract
AIM To conduct a systematic review of published studies reporting on the longitudinal impacts of hypoglycaemia on quality of life (QoL) in adults with type 2 diabetes. METHOD Database searches with no restrictions by language or date were conducted in MEDLINE, Cochrane Library, CINAHL and PsycINFO. Studies were included for review if they used a longitudinal design (e.g. cohort studies, randomised controlled trials) and reported on the association between hypoglycaemia and changes over time in patient-reported outcomes related to QoL. RESULTS In all, 20 longitudinal studies published between 1998 and 2020, representing 50,429 adults with type 2 diabetes, were selected for review. A descriptive synthesis following Synthesis Without Meta-analysis guidelines indicated that self-treated symptomatic hypoglycaemia was followed by impairments in daily functioning along with elevated symptoms of generalised anxiety, diabetes distress and fear of hypoglycaemia. Severe hypoglycaemic events were associated with reduced confidence in diabetes self-management and lower ratings of perceived health over time. Frequent hypoglycaemia was followed by reduced energy levels and diminished emotional well-being. There was insufficient evidence, however, to conclude that hypoglycaemia impacted sleep quality, depressive symptoms, general mood, social support or overall diabetes-specific QoL. CONCLUSIONS Longitudinal evidence in this review suggests hypoglycaemia is a common occurrence among adults with type 2 diabetes that impacts key facets in the physical and psychological domains of QoL. Nonetheless, additional longitudinal research is needed-in particular, studies targeting diverse forms of hypoglycaemia, more varied facets of QoL and outcomes assessed using hypoglycaemia-specific measures.
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Affiliation(s)
- Kevin A. Matlock
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
| | - Melanie Broadley
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
| | - Christel Hendrieckx
- Australian Centre for Behavioural Research in DiabetesMelbourneVictoriaAustralia
| | - Mark Clowes
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Anthea Sutton
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Simon R. Heller
- Sheffield Teaching Hospitals Foundation TrustSheffieldUK
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | - Bastiaan E. de Galan
- Department of Internal MedicineRadboud University Nijmegen Medical CentreNijmegenThe Netherlands
- Division of EndocrinologyDepartment of Internal MedicineMaastricht University Medical CentreMaastrichtThe Netherlands
- CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtThe Netherlands
| | - Frans Pouwer
- Psychology DepartmentUniversity of Southern DenmarkOdenseDenmark
- Steno Diabetes CenterOdenseDenmark
| | - Jane Speight
- Australian Centre for Behavioural Research in DiabetesMelbourneVictoriaAustralia
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Jódar E, Michelsen M, Polonsky W, Réa R, Sandberg A, Vilsbøll T, Warren M, Harring S, Ziegler U, Bain S. Semaglutide improves health-related quality of life versus placebo when added to standard of care in patients with type 2 diabetes at high cardiovascular risk (SUSTAIN 6). Diabetes Obes Metab 2020; 22:1339-1347. [PMID: 32227613 PMCID: PMC7383680 DOI: 10.1111/dom.14039] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 03/18/2020] [Accepted: 03/26/2020] [Indexed: 01/01/2023]
Abstract
AIM To assess what drives change in health-related quality of life (HRQoL) in type 2 diabetes in the SUSTAIN 6 trial and identify potential mediators of the treatment effect of semaglutide on HRQoL scores. MATERIALS AND METHODS The Short Form (SF)-36v2® questionnaire [comprising physical component summary (PCS) and mental component summary (MCS)] was used to assess changes in HRQoL from baseline to week 104, by treatment, in a prespecified analysis. This post-hoc analysis assessed change in PCS and MCS using the following factors as parameter/covariate, using descriptive statistics and linear regressions: major adverse cardiac events, hypoglycaemia, gastrointestinal adverse events, at least one episode of nausea, vomiting or diarrhoea, and change in glycated haemoglobin (HbA1c), body weight, blood pressure, heart rate and estimated glomerular filtration rate. RESULTS Mean change in overall PCS score was +1.0 with semaglutide versus +0.4 with placebo, and +0.5 versus -0.2 for MCS. The treatment effect of semaglutide versus placebo (unadjusted estimate) was 0.7 [(95% confidence interval 0.1, 1.2); P = 0.018] on PCS and this was reduced when adjusted for change in HbA1c [0.4 (-0.2, 1.0), P = .167] and body weight [0.3 (-0.3, 0.9), P = .314]. The unadjusted treatment effect on MCS [0.7 (-0.0, 1.5), P = .054] was only reduced when adjusted for change in HbA1c [0.3 (-0.4, 1.1), P = .397]. When adjusting for all other parameters separately, the estimated effect of semaglutide on PCS and MCS qualitatively did not change. CONCLUSIONS Semaglutide improved HRQoL versus placebo; greater improvements with semaglutide versus placebo were possibly mediated, in part, by change in HbA1c and body weight. Clinicaltrials.gov: NCT01720446 (SUSTAIN 6).
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Affiliation(s)
- Esteban Jódar
- Faculty of MedicineUniversidad Europea de MadridMadridSpain
- Department of Endocrinology and Nutrition ServiceHospital Universitario QuironSalud MadridMadridSpain
| | | | - William Polonsky
- Behavioral Diabetes InstituteSan Diego, California
- Department of PsychiatryUniversity of California San DiegoLa Jolla, California
| | - Rosangela Réa
- Department of Clinical MedicineSEMPR, Universidade Federal do ParanáCuritibaBrazil
| | | | - Tina Vilsbøll
- Steno Diabetes Center CopenhagenUniversity of CopenhagenHellerupDenmark
| | - Mark Warren
- Department of EndocrinologyPhysicians EastGreenville, North Carolina
| | | | | | - Stephen Bain
- Diabetes Research Unit CymruSwansea University Medical SchoolSwanseaUK
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Helou N, Talhouedec D, Zumstein-Shaha M, Zanchi A. A Multidisciplinary Approach for Improving Quality of Life and Self-Management in Diabetic Kidney Disease: A Crossover Study. J Clin Med 2020; 9:E2160. [PMID: 32650548 PMCID: PMC7408890 DOI: 10.3390/jcm9072160] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 07/06/2020] [Indexed: 01/07/2023] Open
Abstract
Individuals with diabetic kidney disease are at high risk of complications and challenged to self-manage. Previous research suggested that multidisciplinary approaches would improve health outcomes. This study investigated the effect of a multidisciplinary self-management approach of diabetic kidney disease on quality of life, and self-management, glycemic control, and renal function. A uniform balanced crossover design was used because it attains a high level of statistical power with a lower sample size. A total of 32 participants (aged 67.8 ± 10.8) were randomized into four study arms. In differing sequences, each participant was treated twice with three months of usual care alternated with three months of multidisciplinary management. The intervention improved the present dimension of quality of life demonstrating higher mean rank as compared to usual care (52.49 vs. 41.01; p = 0.026, 95% CI) and three self-care activities, general diet habits, diabetes diet habits, and blood sugar testing (respectively: 55.43 vs. 38.31; p = 0.002, 56.84 vs. 37.02; p = 0.000, 53.84 vs. 39.77; p = 0.008; 95% CI). Antihypertensive medication engagement was high across the study period (Mean = 95.38%, Min = 69%, Max = 100%). Glycemic control and renal function indicators were similar for the intervention and the usual care. Studies are needed to determine how the new recommended therapies for diabetic kidney disease such as SGLT2 inhibitors and GLP-1 receptor agonists impact on self-management and quality of life.
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Affiliation(s)
- Nancy Helou
- School of Health Sciences (HESAV), HES-SO University of Applied Sciences and Arts Western Switzerland, 1011 Lausanne, Switzerland
| | | | - Maya Zumstein-Shaha
- Department of Health, Bern University of Applied Sciences, 3010 Bern, Switzerland;
| | - Anne Zanchi
- Service of Nephrology and Hypertension, Service of Endocrinology, Diabetes and Metabolism, Department of Medicine, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland;
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Torre C, Guerreiro J, Longo P, Raposo JF, Leufkens H, Martins AP. Intensive monitoring of adverse drug events associated with the use of new glucose-lowering drugs: results from an inception cohort study in Portugal. Diabet Med 2020; 37:648-656. [PMID: 31692117 DOI: 10.1111/dme.14168] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/04/2019] [Indexed: 12/11/2022]
Abstract
AIMS To determine the frequency and the time-course profile of adverse drug events associated with new glucose-lowering drugs in daily practice and to explore factors potentially associated to these events. METHODS An inception cohort study was implemented. Adults with type 2 diabetes mellitus initiating a dipeptidyl peptidase-4 inhibitor, a glucagon-like peptide-1 receptor agonist or a sodium-glucose co-transporter-2 inhibitor were eligible for inclusion. Data were collected through baseline and follow-up telephone questionnaires, administered at 2 weeks, 3 months and 6 months. Kaplan-Meier curves and log-rank were computed to compare the time to adverse drug event onset. Cox models were used to explore potential factors associated with adverse drug events. RESULTS A total of 1328 participants were recruited to the study. In all, 1118 adverse drug events were reported (of which 36% were not listed in the summary of product characteristics) by 41% of participants. The median latency time of adverse drug events reported in ≥1% of participants ranged from 0 to 2 days. Glucagon-like peptide-1 receptor agonist and sodium-glucose co-transporter-2 inhibitor subgroups were associated with an increased likelihood of adverse drug event reporting when compared with the dipeptidyl peptidase-4 inhibitor subgroup. A total of 328 glucose-lowering drugs were withdrawn, more than half as a result of an adverse drug event. CONCLUSIONS More than two-fifths of participants reported an adverse drug event; dipeptidyl peptidase-4 inhibitors led to the highest proportion of unlabelled adverse drug events. Adverse drug event latency time data show that counselling and adverse drug event management should be proactively addressed from treatment initiation. There should be greater focus on prevalent new users of glucose-lowering drugs, who were more complex participants in this study in terms of type 2 diabetes disease, as they were more likely to report an adverse drug event than the incident new users.
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Affiliation(s)
- C Torre
- Centre for Health Evaluation and Research, National Association of Pharmacies, Lisbon, Portugal
- Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
| | - J Guerreiro
- Centre for Health Evaluation and Research, National Association of Pharmacies, Lisbon, Portugal
| | - P Longo
- Centre for Health Evaluation and Research, National Association of Pharmacies, Lisbon, Portugal
| | - J F Raposo
- Nova Medical School, New University of Lisbon, Lisbon, Portugal
- Portuguese Diabetes Association, Lisbon, Portugal
| | - H Leufkens
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - A P Martins
- Faculty of Pharmacy, University of Lisbon, Lisbon, Portugal
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Inês M, Coelho T, Conceição I, Ferreira L, de Carvalho M, Costa J. Health-related quality of life in hereditary transthyretin amyloidosis polyneuropathy: a prospective, observational study. Orphanet J Rare Dis 2020; 15:67. [PMID: 32143656 PMCID: PMC7060628 DOI: 10.1186/s13023-020-1340-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 02/25/2020] [Indexed: 12/15/2022] Open
Abstract
Background Hereditary Transthyretin Amyloidosis Polyneuropathy is a rare life-threatening neurologic disease that imposes considerable mortality and it is associated with progressive related disabilities. In this study, we aimed to assess the effect of the disease across health-related quality of life dimensions, in both carriers of the mutation and patients, to compare health-related quality of life with general population, as well as to explore health-related quality of life prognostic factors among patients, including disease progression and treatment. Methods This study was a multi-institutional, longitudinal, prospective, observational study of hereditary Transthyretin Amyloidosis Polyneuropathy Portuguese adult subjects (621 asymptomatic carriers and 733 symptomatic patients) enrolled in the Transthyretin Amyloidosis Outcomes Survey. Health-related quality of life was captured with the preference-based instrument EQ-5D-3 L. For general population the dataset included all subjects enrolled in a representative national study (n = 1500). Different econometric models were specified; multivariate probit, generalized linear model and generalized estimating equations model; including demographic and clinical covariates. Results Hereditary Transthyretin Amyloidosis Polyneuropathy patients have their health status severely impaired in all quality of life dimensions and more anxiety/depression problems were found among asymptomatic carriers. No differences on utility were found between carriers and general population (p = 0.209). Among patients, the utility value is estimated to be 0.51 (0.021), a decrement of 0.27 as compared with general population utility. Higher disease duration, advanced disease stage and not receiving treatment are associated with impaired health-related quality of life. No differences were found between genders (p = 0.910) or between late (≥50 years) and early-onset patients (p = 0.254). The utility estimate ranged from 0.63 (0.009) in stage I to 0.01 (0.005) in stage IV. Conclusions Hereditary Transthyretin Amyloidosis Polyneuropathy symptoms and progressive associated disabilities substantially decrease patient’s health-related quality of life. Clinical strategies focused on health-related quality of life preservation such as close follow-up of asymptomatic carriers, prompt diagnosis and adequate, early treatment would benefit patient’s long-term outcomes, slowing the progressive decline in health-related quality of life.
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Affiliation(s)
- Mónica Inês
- Instituto de Medicina Molecular, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal.
| | - Teresa Coelho
- Andrade's Center for Familial Amyloidosis, Porto, Portugal.,Department of Neurosciences, Hospital de Santo António, Porto, Portugal
| | - Isabel Conceição
- Instituto de Medicina Molecular, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal.,Department of Neurosciences and Mental Health, Hospital de Santa Maria, Lisbon, Portugal
| | - Lara Ferreira
- University of the Algarve-ESGHT, Faro, Portugal.,Centre for Health Studies & Research, University of Coimbra, Coimbra, Portugal
| | - Mamede de Carvalho
- Instituto de Medicina Molecular, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal.,Department of Neurosciences and Mental Health, Hospital de Santa Maria, Lisbon, Portugal
| | - João Costa
- Instituto de Medicina Molecular, Av. Prof. Egas Moniz, 1649-028, Lisbon, Portugal.,Laboratório de Farmacologia Clínica e Terapêutica, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
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