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Gogineni P, Melson E, Papamargaritis D, Davies M. Oral glucagon-like peptide-1 receptor agonists and combinations of entero-pancreatic hormones as treatments for adults with type 2 diabetes: where are we now? Expert Opin Pharmacother 2024:1-18. [PMID: 38753454 DOI: 10.1080/14656566.2024.2356254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 05/13/2024] [Indexed: 05/18/2024]
Abstract
INTRODUCTION Glucagon-like peptide-1 (GLP-1) receptor agonists (RAs) have changed the landscape of type 2 diabetes (T2D) management due to their cardio-renal benefits, their glucose-lowering efficacy and weight loss (WL) maintenance. However, the response to GLP-1 RA monotherapy is heterogeneous. Additionally, the majority of GLP-1 RAs are injectable treatments. Oral GLP-1 RAs and injectable combinations of GLP-1 with other entero-pancreatic hormones (glucose-dependent insulinotropic polypeptide (GIP), glucagon and amylin) are under development for T2D and obesity management. AREAS COVERED Herein, we review the data on (i) oral GLP-1 RAs (oral semaglutide 25/50 mg and orforglipron) and (ii) dual/triple agonists (tirzepatide, cagrilintide 2.4 mg/semaglutide 2.4 mg, survodutide, mazdutide, retatrutide) that have recently completed phase 3 trials for T2D or are currently in phase 3 clinical trials. Tirzepatide is the first approved dual agonist (GLP-1/GIP) for T2D and obesity management. EXPERT OPINION We are in a new era in T2D management where entero-pancreatic hormone-based treatments can result in ≥15% WL and euglycemia for many people with T2D. Multiple molecules with different mechanisms of action are under development for T2D, obesity and other metabolic complications. Data on their cardio-renal benefits, long-term efficacy and safety as well as their cost-effectiveness will better inform their position in treatment algorithms.
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Affiliation(s)
- Prathima Gogineni
- Diabetes Research Centre, University of Leicester College of Life Sciences, Leicester, UK
| | - Eka Melson
- Diabetes Research Centre, University of Leicester College of Life Sciences, Leicester, UK
| | | | - Melanie Davies
- Diabetes Research Centre, University of Leicester College of Life Sciences, Leicester, UK
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Sánchez-Ortí JV, Balanzá-Martínez V, Correa-Ghisays P, Selva-Vera G, Vila-Francés J, Magdalena-Benedito R, San-Martin C, Victor VM, Escribano-Lopez I, Hernandez-Mijares A, Vivas-Lalinde J, Crespo-Facorro B, Tabarés-Seisdedos R. Inflammation and weight change related to neurocognitive and functional impairment in diabetes and psychiatric disorders. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2024:S2950-2853(24)00030-9. [PMID: 38740330 DOI: 10.1016/j.sjpmh.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 04/24/2024] [Accepted: 05/05/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION Obesity is a global pandemic associated with various cardio-metabolic and psychiatric disorders. Neurocognitive and functional deficits have been associated with several somatic and psychiatric disorders. Adiposity-related inflammation has recently emerged as a key risk factor for neurocognitive and functional impairments. This prospective transdiagnostic study aimed to investigate the role of adiposity-related inflammatory markers in neurocognitive and functional outcomes associated with weight changes. METHODS Peripheral blood inflammatory and oxidative stress biomarkers and neurocognitive and functional performance were assessed twice over 1 year in 165 individuals, including 30 with schizophrenia, 42 with bipolar disorder, 35 with major depressive disorder, 30 with type 2 diabetes mellitus (T2DM), and 28 healthy controls. Participants were stratified by body mass index into categories of type 2 obesity (T2OB; n=30), type 1 obesity (T1OB; n=42), overweight (OW; n=53), and average weight (NW; n=40). Mixed one-way analysis of covariance and linear and binary logistic regression analyses were performed. RESULTS Compared with NW, T2OB and T1OB were significantly associated with impaired neurocognitive and functional performance (p<0.01; η2p=0.06-0.12) and higher levels of C-reactive protein and platelets (PLT) (p<0.01; η2p=0.08-0.16), with small-to-moderate effect sizes. IL-6, IL-10, and PLT were key factors for detecting significant weight changes in T1OB and T2OB over time. Regression models revealed that inflammatory and oxidative stress biomarkers and cellular adhesion molecules were significantly associated with neurocognitive and functional performance (p<0.05). DISCUSSION Obesity is characterized by neurocognitive and functional impairments alongside low-grade systemic inflammation. Adiposity-related inflammatory biomarkers may contribute to neurocognitive and functional decline in individuals with T2DM and psychiatric disorders. Our data suggest that these biomarkers facilitate the identification of specific subgroups of individuals at higher risk of developing obesity.
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Affiliation(s)
- Joan Vicent Sánchez-Ortí
- INCLIVA - Health Research Institute, Valencia, Spain; Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Faculty of Psychology, University of Valencia, Valencia, Spain
| | - Vicent Balanzá-Martínez
- INCLIVA - Health Research Institute, Valencia, Spain; Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Teaching Unit of Psychiatry and Psychological Medicine, Department of Medicine, University of Valencia, Valencia, Spain; Mental Health Unit of Catarroja, Valencia, Spain
| | - Patricia Correa-Ghisays
- INCLIVA - Health Research Institute, Valencia, Spain; Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Faculty of Psychology, University of Valencia, Valencia, Spain; Teaching Unit of Psychiatry and Psychological Medicine, Department of Medicine, University of Valencia, Valencia, Spain
| | - Gabriel Selva-Vera
- INCLIVA - Health Research Institute, Valencia, Spain; Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Teaching Unit of Psychiatry and Psychological Medicine, Department of Medicine, University of Valencia, Valencia, Spain
| | - Joan Vila-Francés
- IDAL - Intelligent Data Analysis Laboratory, University of Valencia, Valencia, Spain
| | | | - Constanza San-Martin
- TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Department of Physiotherapy, University of Valencia, Valencia, Spain
| | - Víctor M Victor
- INCLIVA - Health Research Institute, Valencia, Spain; Service of Endocrinology and Nutrition, University Hospital Dr. Peset, Spain; Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain; Department of Physiology, University of Valencia, Valencia, Spain
| | | | | | | | - Benedicto Crespo-Facorro
- Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; Department of Psychiatry, Faculty of Medicine, University of Sevilla, HU Virgen del Rocío IBIS, Spain
| | - Rafael Tabarés-Seisdedos
- INCLIVA - Health Research Institute, Valencia, Spain; Center for Biomedical Research in Mental Health Network (CIBERSAM), Health Institute, Carlos III, Madrid, Spain; TMAP - Evaluation Unit in Personal Autonomy, Dependency and Serious Mental Disorders, University of Valencia, Valencia, Spain; Teaching Unit of Psychiatry and Psychological Medicine, Department of Medicine, University of Valencia, Valencia, Spain.
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Boye KS, Ford JH, Thieu VT, Lage MJ, Terrell KA. The Association Between Obesity and the 5-Year Prevalence of Morbidity and Mortality Among Adults with Type 2 Diabetes. Diabetes Ther 2023; 14:709-721. [PMID: 36820959 PMCID: PMC9948793 DOI: 10.1007/s13300-023-01384-7] [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: 10/19/2022] [Accepted: 02/10/2023] [Indexed: 02/24/2023] Open
Abstract
INTRODUCTION This retrospective claims database study examined the prevalence of mortality and morbidity among adults with type 2 diabetes (T2D) and obesity. METHODS The study used deidentified data from 2007 to 2021 from the Optum® Market Clarity Dataset. A cohort of adults with T2D and obesity were identified, and age- and sex-adjusted prevalence rates were calculated for mortality, a composite cardiovascular outcome (CCO), a composite microvascular outcome (CMO), and other complications. Results were examined overall and by obesity class (class 1, class 2, and class 3). RESULTS For the 15,970 adults included in the study, the prevalence of CCO and CMO after 5 years was 15.3% and 60.7%, respectively. The 5-year prevalence of mortality was 10.9%. There were statistically significant differences in prevalence rates by obesity class, with obesity class 3 associated with higher rates of morbidity and mortality compared to obesity classes 1 or 2. Specifically, after 5 years, the prevalence of mortality was 9.4%, 10.3% and 13.6% for obese classes 1, 2 and 3, respectively (P < 0.05 between class 3 and class 2 or 1). Similarly, For obesity classes 1, 2 and 3, the 5-year prevalence of CCO was 13.0%, 14.5% and 18.4% and the rates for CMO were 58.0%, 57.9% and 64.8%, respectively (both P < 0.05 between class 3 and class 2 or 1). Regarding other complications, differences in the prevalence of atherosclerotic cardiovascular disease (ASCVD) and obstructive sleep apnea (OSA) were statistically significantly higher with increasing obesity class. CONCLUSIONS The results indicate that for a cohort of adults with T2D and obesity, obesity class 3 is associated with significantly higher mortality and morbidity, including CCO, CMO, ASCVD and OSA. These findings suggest that treatment which reduces obesity among individuals with T2D may have significant health benefits, although additional studies are needed to confirm the results.
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Affiliation(s)
- Kristina S Boye
- Value, Evidence, and Outcomes Department, Eli Lilly and Company, Lilly Corporate Center, 893 Delaware Street, Indianapolis, IN, 46225, USA
| | - Janet H Ford
- Value, Evidence, and Outcomes Department, Eli Lilly and Company, Lilly Corporate Center, 893 Delaware Street, Indianapolis, IN, 46225, USA
| | - Vivian T Thieu
- Medical Affairs, Diabetes, Eli Lilly and Company, Lilly Corporate Center, 893 Delaware Street, Indianapolis, IN, 46225, USA
| | - Maureen J Lage
- HealthMetrics Outcomes Research, 17 Benton's Knoll, Guilford, CT, 06437, USA.
| | - Kendra A Terrell
- Value, Evidence, and Outcomes Department, Eli Lilly and Company, Lilly Corporate Center, 893 Delaware Street, Indianapolis, IN, 46225, USA
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Kamarli Altun H, Özyildirim C, Koç Ş, Aksoy HN, Sağir B, Bozkurt MS, Karasu H. The factors associated with orthorexia nervosa in type 2 diabetes and their effect on diabetes self-management scores. Eat Weight Disord 2023; 28:22. [PMID: 36809582 PMCID: PMC9944002 DOI: 10.1007/s40519-023-01552-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 02/10/2023] [Indexed: 02/23/2023] Open
Abstract
PURPOSE This study aimed to determine the factors affecting the ORTO-R scores in individuals with T2DM and to investigate their effect on diabetes self-management. METHODS The study included 373 individuals with type 2 diabetes between the ages of 18-65 who applied to Akdeniz University Hospital Endocrinology and Metabolic Diseases Polyclinic between January and May 2022. A questionnaire including sociodemographic data, information about diabetes, and nutritional habits, and the ORTO-R and Type 2 Diabetes Self-Management Scales were used to collect data. Linear regression analysis was performed to determine the factors affecting ORTO-R. RESULTS The linear regression analysis showed that age, gender, education level, and duration of diabetes affected ORTO-R scores in patients with type 2 diabetes. Body mass index, comorbidities (cardiovascular diseases, kidney diseases and hypertension), diabetes-related complications, diabetes treatment method and dieting had no significant contribution to the model (p > 0.05). We also found that education level, comorbidities, diabetes-related complications, diabetes treatment method, dieting, and BMI can affect diabetes self-management. CONCLUSION It should be kept in mind that type 2 diabetes are at risk of orthorexia nervosa (ON) in terms of various aspects such as age, gender, education level and duration of diabetes. Since the factors affecting the risk of ON and the factors affecting diabetes self-management are intertwined, orthorexic tendencies should be kept under control while trying to increase self-management in these patients. In this respect, developing individual recommendations according to the psychosocial characteristics of patients may be an effective approach. LEVEL OF EVIDENCE Level V, cross-sectional study.
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Affiliation(s)
- Hülya Kamarli Altun
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
| | - Caner Özyildirim
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye.
| | - Şeyma Koç
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
| | - Hatice Nur Aksoy
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
| | - Beyza Sağir
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
| | - Merve Sefa Bozkurt
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
| | - Hakan Karasu
- Department of Nutrition and Dietetics, Faculty of Health Sciences, Akdeniz University, Dumlupinar Boulevard, Campus, 07058, Antalya, Türkiye
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Rendell MS. Obesity and diabetes: the final frontier. Expert Rev Endocrinol Metab 2023; 18:81-94. [PMID: 36710450 DOI: 10.1080/17446651.2023.2168643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 01/11/2023] [Indexed: 01/14/2023]
Abstract
INTRODUCTION Obesity is a key target in the treatment and prevention of diabetes and independently to reduce the burden of cardiovascular disease. We reviewed the options now available and anticipated to deal with obesity. AREAS COVERED We considered the epidemiology, genetics, and causation of obesity and the relationship to diabetes, and the dietary, pharmaceutical, and surgical management of the condition. The literature search covered both popular media via Google Search and the academic literature as indexed on PubMed with search terms including obesity, childhood obesity, adipocytes, insulin resistance, mechanisms of satiety, bariatric surgery, GLP-1 receptor agonists, and SGLT2 inhibitors. EXPERT OPINION Although bariatric surgery has been the primary approach to treating obese individuals, the emergence of agents impacting the brain satiety centers now promises effective, non-invasive treatment of obesity for individuals with and without diabetes. The GLP-1 receptor agonists have assumed the primary role in treating obesity with significant weight loss. Long-term results with semaglutide and tirzepatide are now approaching the success seen with bariatric surgery. Future agents combining the benefits of satiety control and thermogenesis to dissipate caloric excess are under investigation.
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Affiliation(s)
- Marc S Rendell
- The Association of Diabetes Investigators, Newport Coast, CA, USA
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Cigrovski Berkovic M, Bilic-Curcic I, Mrzljak A, Canecki Varzic S, Cigrovski V. Prehabilitation of overweight and obese patients with dysglycemia awaiting bariatric surgery: Predicting the success of obesity treatment. World J Diabetes 2022; 13:1096-1105. [PMID: 36578866 PMCID: PMC9791574 DOI: 10.4239/wjd.v13.i12.1096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/09/2022] [Accepted: 11/03/2022] [Indexed: 12/15/2022] Open
Abstract
Bariatric surgery offers the best health results in overweight and obese patients but is not a risk and/or complication-free treatment. In cases with additional hyperglycemia, the burden of surgery can be even higher and alter both short-term and long-term outcomes. Although bariatric surgery offers glycemic improvements and in the case of early onset diabetes disease remission, weight loss results are lower than for obese patients without diabetes. Different multimodal programs, usually including interventions related to patients’ performance, nutritional and psychological status as well as currently available pharmacotherapy before the surgery itself might considerably improve the immediate and late postoperative course. However, there are still no clear guidelines addressing the prehabilitation of obese patients with dysglycemia undergoing bariatric surgery and therefore no unique protocols to improve patients’ health. In this minireview, we summarize the current knowledge on prehabilitation before bariatric surgery procedures in patients with obesity and dysglycemia.
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Affiliation(s)
- Maja Cigrovski Berkovic
- Department of Endocrinology, Diabetes and Clinical Pharmacology, Clinical Hospital Dubrava, Zagreb 10000, Croatia
- Faculty of Kinesiology, University of Zagreb, Zagreb 10000, Croatia
| | - Ines Bilic-Curcic
- Faculty of Medicine University of Osijek, Osijek 31000, Croatia
- Department of Endocrinology and Diabetes, Clinical Hospital Centre Osijek, Osijek 31000, Croatia
| | - Anna Mrzljak
- Department of Gastroenterology and Hepatology, University Hospital Center Zagreb, Zagreb 10000, Croatia
- School of Medicine, University of Zagreb, Zagreb 10000, Croatia
| | - Silvija Canecki Varzic
- Faculty of Medicine University of Osijek, Osijek 31000, Croatia
- Department of Endocrinology and Diabetes, Clinical Hospital Centre Osijek, Osijek 31000, Croatia
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Pourhabibi N, Mohebbi B, Sadeghi R, Shakibazadeh E, Sanjari M, Tol A, Yaseri M. Factors associated with treatment adherence to treatment among in patients with type 2 diabetes in Iran: A cross-sectional study. Front Public Health 2022; 10:976888. [PMID: 36407991 PMCID: PMC9667890 DOI: 10.3389/fpubh.2022.976888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 10/04/2022] [Indexed: 01/25/2023] Open
Abstract
Introduction Diabetes is a chronic metabolic disorder that affects millions of people worldwide. Adherence to treatment is a key determinant to proper management. This study aimed to assess the factors associated treatment adherence in patients with type 2 diabetes. Materials and methods We conducted this cross-sectional study on 704 patients with type 2 diabetes referred to three diabetes clinics in Kerman, Iran. We used treatment adherence questionnaire and functional communicative critical health literacy (FCCHL) to collect data and descriptive statistics, as well as Pearson correlation coefficient and multivariate regression analysis to analyze data. Significance level was <0.05. Results The study results showed that health literacy, HbA1c, and income were main predictors of diabetes treatment adherence. The patients' adherence increased as their health literacy increased. The patients' HbA1c decreases as their adherence increased. We found a 2.54-point increase in the treatment adherence score for those with sufficient income and a 0.76-point increase in the treatment adherence score for those with relatively sufficient income compared with those with insufficient income. Conclusion We found several factors affecting diabetes treatment adherence. Planning theory-based interventions can be helpful to improve the determinants.
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Affiliation(s)
- Nasrin Pourhabibi
- School of Public Health Tehran, University of Medical Sciences, Tehran, Iran
| | - Bahram Mohebbi
- Cardiovascular Intervention Research Center, Cardio-Oncology Research Center, Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Roya Sadeghi
- Department of Health Promotion and Education, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Elham Shakibazadeh
- Department of Health Promotion and Education, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mojgan Sanjari
- Department of Internal Medicine, School of Medicine Endocrinology and Metabolism Research Center Afzalipour Hospital, Kerman University of Medical Sciences, Kerman, Iran
| | - Azar Tol
- Department of Health Education and Health Promotion, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehdi Yaseri
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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Garvey WT, Umpierrez GE, Dunn JP, Kwan AYM, Varnado OJ, Konig M, Levine JA. Examining the evidence for weight management in individuals with type 2 diabetes. Diabetes Obes Metab 2022; 24:1411-1422. [PMID: 35545861 DOI: 10.1111/dom.14764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 04/29/2022] [Accepted: 05/08/2022] [Indexed: 11/28/2022]
Abstract
The obesity epidemic has been linked to the worsening diabetes epidemic. Despite this, weight reduction for individuals with obesity is seen as a secondary, or even tertiary, consideration in the treatment of type 2 diabetes (T2D). The aim of this review is to examine the benefits of weight management in individuals with T2D. A literature review of current available published data on the benefits of weight reduction in individuals with T2D was conducted. In individuals with T2D who have obesity or overweight, modest and sustained weight reduction results in improvement in glycaemic control and decreased utilization of glucose-lowering medication. A total body weight loss of 5% or higher reduces HbA1c levels and contributes to mitigating risk factors of cardiovascular disease, such as hyperlipidaemia and hypertension, as well as other disease-related complications of obesity. Progressive improvements in glycaemic control and cardiometabolic risk factors can occur when the total body weight loss increases to 10% or more. In the approach to treating patients with T2D and obesity, prioritizing weight management and the use of therapeutics that offer glycaemic control as well as the additional weight loss should be emphasized given their potential to attenuate the progression and severity of T2D.
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Affiliation(s)
- W Timothy Garvey
- University of Alabama at Birmingham, UAB Diabetes Research Center, Birmingham, Alabama
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Tran PB, Kazibwe J, Nikolaidis GF, Linnosmaa I, Rijken M, van Olmen J. Costs of multimorbidity: a systematic review and meta-analyses. BMC Med 2022; 20:234. [PMID: 35850686 PMCID: PMC9295506 DOI: 10.1186/s12916-022-02427-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Accepted: 06/06/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Multimorbidity is a rising global phenomenon, placing strains on countries' population health and finances. This systematic review provides insight into the costs of multimorbidity through addressing the following primary and secondary research questions: What evidence exists on the costs of multimorbidity? How do costs of specific disease combinations vary across countries? How do multimorbidity costs vary across disease combinations? What "cost ingredients" are most commonly included in these multimorbidity studies? METHODS We conducted a systematic review (PROSPERO: CRD42020204871) of studies published from January 2010 to January 2022, which reported on costs associated with combinations of at least two specified conditions. Systematic string-based searches were conducted in MEDLINE, The Cochrane Library, SCOPUS, Global Health, Web of Science, and Business Source Complete. We explored the association between costs of multimorbidity and country Gross Domestic Product (GDP) per capita using a linear mixed model with random intercept. Annual mean direct medical costs per capita were pooled in fixed-effects meta-analyses for each of the frequently reported dyads. Costs are reported in 2021 International Dollars (I$). RESULTS Fifty-nine studies were included in the review, the majority of which were from high-income countries, particularly the United States. (1) Reported annual costs of multimorbidity per person ranged from I$800 to I$150,000, depending on disease combination, country, cost ingredients, and other study characteristics. (2) Our results further demonstrated that increased country GDP per capita was associated with higher costs of multimorbidity. (3) Meta-analyses of 15 studies showed that on average, dyads which featured Hypertension were among the least expensive to manage, with the most expensive dyads being Respiratory and Mental Health condition (I$36,840), Diabetes and Heart/vascular condition (I$37,090), and Cancer and Mental Health condition in the first year after cancer diagnosis (I$85,820). (4) Most studies reported only direct medical costs, such as costs of hospitalization, outpatient care, emergency care, and drugs. CONCLUSIONS Multimorbidity imposes a large economic burden on both the health system and society, most notably for patients with cancer and mental health condition in the first year after cancer diagnosis. Whether the cost of a disease combination is more or less than the additive costs of the component diseases needs to be further explored. Multimorbidity costing studies typically consider only a limited number of disease combinations, and few have been conducted in low- and middle-income countries and Europe. Rigorous and standardized methods of data collection and costing for multimorbidity should be developed to provide more comprehensive and comparable evidence for the costs of multimorbidity.
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Affiliation(s)
- Phuong Bich Tran
- Department of Family Medicine and Population Health, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.
| | - Joseph Kazibwe
- Department of Clinical Sciences, Faculty of Medicine, Lund University, Lund, Sweden.,Department of Global Health, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | | | - Ismo Linnosmaa
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
| | - Mieke Rijken
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland.,Netherlands Institute for Health Services Research, Utrecht, The Netherlands
| | - Josefien van Olmen
- Department of Family Medicine and Population Health, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
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Boye KS, Shinde S, Kennedy-Martin T, Robinson S, Thieu VT. Weight Change and the Association with Adherence and Persistence to Diabetes Therapy: A Narrative Review. Patient Prefer Adherence 2022; 16:23-39. [PMID: 35023906 PMCID: PMC8747793 DOI: 10.2147/ppa.s328583] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Accepted: 11/09/2021] [Indexed: 12/21/2022] Open
Abstract
PURPOSE Type 2 diabetes (T2D) medication adherence is poor and is impacted by individual drug characteristics. Treatment-associated weight change can affect medication-taking behavior. This review aimed to explore weight change on T2D therapy and consider its impact on adherence and discontinuation. METHODS Searches were conducted in MEDLINE and EMBASE (2005 to September 2020), and among recent congress abstract books for studies providing data on medication adherence or discontinuation and weight change in people with T2D (PwD). RESULTS Nine studies meeting the inclusion criteria were identified from 9188 bibliographic records. All three studies exploring weight change and discontinuation reported weight loss to be associated with higher persistence. Seven studies of varying design explored weight change and adherence. Four reported absolute weight change (kg) and adherence: one pooled data from different diabetes medications and demonstrated that self-reported adherence was significantly associated with weight loss; however, three studies found that weight change in adherent PwD was in the direction of the known weight profile (loss/gain) of the evaluated drug. Categorical weight loss (≥3%) and adherence were reported in two studies: one reported that numerically more adherent versus non-adherent PwD lost ≥3% weight regardless of the drug's weight profile, the other showed that early weight loss with a glucagon-like peptide-1 agonist was significantly associated with better adherence. One study reported adherence by categorical weight change; as weight loss increased, adherence scores improved, regardless of drug type. CONCLUSION Findings suggest that discontinuation rates may be lower in PwD who lose as compared to those who gain weight on T2D treatment. The evidence base on adherence and weight change is more challenging to interpret due to the range of study designs. Given the importance of weight control in T2D, further research exploring the individual's treatment, weight journey, and behaviors over time should be undertaken.
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Affiliation(s)
- Kristina S Boye
- Eli Lilly and Company, Indianapolis, IN, USA
- Correspondence: Kristina S Boye Eli Lilly and Company, Indianapolis, IN, USATel +1-317-651-4039 Email
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Boye KS, Lage MJ, Thieu V, Shinde S, Dhamija S, Bae JP. Obesity and glycemic control among people with type 2 diabetes in the United States: A retrospective cohort study using insurance claims data. J Diabetes Complications 2021; 35:107975. [PMID: 34176723 DOI: 10.1016/j.jdiacomp.2021.107975] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 04/26/2021] [Accepted: 06/14/2021] [Indexed: 12/15/2022]
Abstract
AIMS To examine body mass index (BMI) and HbA1c for individuals with type 2 diabetes (T2D) in the United States. METHODS The retrospective study utilized data from IBM® MarketScan® Explorys® Claims-EMR Data for the years 2012-2019. Individuals with T2D and a recorded HbA1c laboratory result and BMI were included. The relationship between BMI and HbA1c was assessed descriptively and logistic regressions examined the relationship between benchmark BMI and the probability of having HbA1c above targets of 7% or 8% in the 1year post-period. RESULTS In our sample of 44,723 patients, results indicated that compared to individuals of normal weight, those classified as obese class I or obese class II were 24% more likely to have a last HbA1c≥7% (Odds Ratio [OR]=1.24; 95% Confidence Interval [CI] 1.14-1.35 for both obese class I and obese class II), while those classified as obese class III were 16% more likely (OR=1.16; 95% CI 1.06-1.27). Results were similar when using a HbA1c threshold of 8%. CONCLUSIONS Given the importance of glycemic control for people with T2D, these results suggest that treatments which reduce rates of obesity may help to improve health outcomes.
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Affiliation(s)
- Kristina S Boye
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, United States of America.
| | - Maureen J Lage
- HealthMetrics Outcomes Research, 27576 River Reach Drive, Bonita Springs, FL 34134, United States of America.
| | - Vivian Thieu
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, United States of America.
| | - Shraddha Shinde
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, United States of America.
| | - Shivanie Dhamija
- HealthMetrics Outcomes Research and The Pennsylvania State University, 9303 Shore Road, Apt 2F, Brooklyn, NY 11209, United States of America
| | - Jay Patrick Bae
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN 46285, United States of America.
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