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Franch-Nadal J, Granado-Casas M, Mata-Cases M, Ortega E, Vlacho B, Mauricio D. Determinants of response to the glucagon-like peptide-1 receptor agonists in a type 2 diabetes population in the real-world. Prim Care Diabetes 2022; 16:810-817. [PMID: 36336605 DOI: 10.1016/j.pcd.2022.10.005] [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: 05/15/2021] [Revised: 05/02/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022]
Abstract
AIMS To identify clinical predictors associated with a response in terms of glycemic control and weight loss in patients with type 2 diabetes treated with glucagon-like peptide-1 receptor agonists (GLP-1RAs). METHODS A retrospective observational study was performed with real-world databases in primary care. Patients with type 2 diabetes-initiated treatment with GLP-1RAs during the study period, and response to GLP-1RAs were determined six months from treatment initiation. An optimal glycated hemoglobin (HbA1c) or weight response was defined as a reduction of ≥ 1% or ≥ 3%, respectively. A "great" response was defined as both an optimal HbA1c and weight response. Bivariate and multivariate analyses with intention-to-treat were performed. RESULTS A sample of 2944 patients with type 2 diabetes was recruited. Higher HbA1c at baseline was the main clinical predictor of an optimal HbA1c response (odds ratio [OR]: 2.30, 95% confidence interval [CI]: 1.96-2.71 in men and OR: 2.03, 95% CI: 1.76-2.33 in women). Treatment without insulin at baseline was associated with a greater weight reduction in men (OR: 2.50, 95% CI: 1.41-4.44). Older age and a higher weight at baseline were related with this in women (OR: 1.02, 95% CI: 1.00-1.05 and OR: 1.01, 95% CI: 1.00-1.02, respectively). CONCLUSIONS A high HbA1c at baseline and previous non-insulin therapy were the main predictors of a greater response (optimal HbA1c and weight response) to GLP1ra in both men and women. This may aid in treatment decision-making before initiating treatment with GLP-1RAs.
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Affiliation(s)
- Josep Franch-Nadal
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Institut Universitari per a la Recerca a l'Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), C/ Sardanya 375, 08025 Barcelona, Spain; Primary Health Care Center Raval Sud, Gerència d'Atenció Primaria, Institut Català de la Salut, Av. de les Drassanes, 17-21, 08001 Barcelona, Spain; Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III, 08907 Barcelona, Spain.
| | - Minerva Granado-Casas
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Institut Universitari per a la Recerca a l'Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), C/ Sardanya 375, 08025 Barcelona, Spain; Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III, 08907 Barcelona, Spain; Lleida Institute for Biomedical Research Dr. Pifarré Foundation IRB Lleida, University of Lleida, Av. Rovira Roure, 80, 25198 Lleida, Spain; Department of Endocrinology and Nutrition, Hospital de la Santa Creu i Sant Pau & Sant Pau Biomedical Research Institute (IIB Sant Pau), Carrer de Sant Quintí, 89, 08041 Barcelona, Spain
| | - Manel Mata-Cases
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Institut Universitari per a la Recerca a l'Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), C/ Sardanya 375, 08025 Barcelona, Spain; Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III, 08907 Barcelona, Spain; Primary Health Care Center La Mina, Gerència d'Àmbit d'Atenció Primària Barcelona Ciutat, Institut Català de la Salut, Sant Adrià de Besòs, Pl. Maria Angels Rosell Simplicio, 1, 08930 Barcelona, Spain.
| | - Emilio Ortega
- Department of Endocrinology and Nutrition, Institut d'Investigacions Biomèdiques August Pi i Suñer, Hospital Clinic, C/ de Villarroel, 170, 08036 Barcelona, Spain; Center for Biomedical Research on Physiopathology of Obesity and Nutrition (CIBEROBN), Instituto de Salud Carlos III (ISCIII), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029 Madrid, Spain.
| | - Bogdan Vlacho
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Institut Universitari per a la Recerca a l'Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), C/ Sardanya 375, 08025 Barcelona, Spain.
| | - Didac Mauricio
- DAP-Cat Group, Unitat de Suport a la Recerca Barcelona, Institut Universitari per a la Recerca a l'Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), C/ Sardanya 375, 08025 Barcelona, Spain; Center for Biomedical Research on Diabetes and Associated Metabolic Diseases (CIBERDEM), Instituto de Salud Carlos III, 08907 Barcelona, Spain; Department of Endocrinology and Nutrition, Hospital de la Santa Creu i Sant Pau & Sant Pau Biomedical Research Institute (IIB Sant Pau), Carrer de Sant Quintí, 89, 08041 Barcelona, Spain; Faculty of Medicine, University of Vic (UVIC/UCC), Ctra. de Roda, 70, 08500 Vic, Spain.
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Yabe D, Iizuka K, Baxter M, Watanabe D, Kaneto H. iGlarLixi reduces residual hyperglycemia in Japanese patients with type 2 diabetes uncontrolled on basal insulin: A post-hoc analysis of the LixiLan JP-L trial. J Diabetes Investig 2021; 12:1992-2001. [PMID: 33945227 PMCID: PMC8565419 DOI: 10.1111/jdi.13563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 03/26/2021] [Accepted: 04/18/2021] [Indexed: 12/13/2022] Open
Abstract
INTRODUCTION Treatments for type 2 diabetes targeting baseline glucose levels but not postprandial glucose can result in normalized fasting blood glucose but suboptimal overall glycemic control (high glycated hemoglobin): residual hyperglycemia. In Japanese patients with type 2 diabetes the predominant pathophysiology is a lower insulin secretory capacity, and residual hyperglycemia is common with basal insulin treatment. Single-injection, fixed-ratio combinations of glucagon-like peptide-1 receptor agonists and basal insulin have been developed. iGlarLixi (insulin glargine 100 units/mL [iGlar]: lixisenatide ratio of 1 unit:1 µg) is for specific use in Japan. Post-hoc analysis of the LixiLan JP-L trial (NCT02752412) compared the effect of iGlarLixi with iGlar on this specific subpopulation with residual hyperglycemia. MATERIALS AND METHODS Outcomes at week 26 (based on the last observation carried forward) were assessed in patients in the modified intent-to-treat population with baseline residual hyperglycemia. RESULTS Overall, 83 (32.5%) patients in the iGlarLixi group and 79 (30.7%) patients in the iGlar group had baseline residual hyperglycemia. The proportion of patients with residual hyperglycemia at week 26 decreased to 15.7% in the iGlarLixi group, and increased to 36.9% in the iGlar group. Patients in the iGlarLixi group had significantly greater reductions in glycated hemoglobin compared with the iGlar group (-0.72% difference between groups; P < 0.0001). CONCLUSIONS New data from this post-hoc analysis of the JP-L trial show that treatment with the fixed-ratio combination iGlarLixi reduced the proportion of Japanese patients with residual hyperglycemia from baseline to week 26 and significantly reduced glycated hemoglobin vs similar doses of iGlar alone.
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Affiliation(s)
- Daisuke Yabe
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Yutaka Seino Distinguished Center for Diabetes ResearchKansai Electric Power Medical Research InstituteKobeJapan
- Division of Molecular and Metabolic MedicineKobe University Graduate School of MedicineKobeJapan
| | - Katsumi Iizuka
- Department of Diabetes, Endocrinology and MetabolismGifu University Graduate School of MedicineGifuJapan
- Center for Nutritional Support and Infection ControlGifu University HospitalGifuJapan
| | - Mike Baxter
- Medical AffairsSanofiReadingUK
- Department of Diabetes and EndocrinologyUniversity of SwanseaSwanseaUK
| | | | - Hideaki Kaneto
- Division of Diabetes, Metabolism and EndocrinologyKawasaki Medical SchoolKurashikiJapan
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Yousef CC, Thomas A, Matar MA, Ghandoura L, Aldossary I, Almuhanna SM, Alhussain F, Al Bisher FB, Aljohani RM, Balubaid AN, Nouh MI, Almurashi A, AlAmoudi R. Liraglutide effects on glycemic control and weight in patients with type 2 diabetes Mellitus: A real-world, observational study and brief narrative review. Diabetes Res Clin Pract 2021; 177:108871. [PMID: 34052248 DOI: 10.1016/j.diabres.2021.108871] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Revised: 04/06/2021] [Accepted: 05/24/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND Glycemic control and weight gain are two essential considerations in the pharmacological management of type 2 diabetes mellitus. Pharmacological agents are effective in lowering blood glucose levels but may result in significant weight gain. Liraglutideeffectively maintains glycemic control while reducingweight. METHODS This is a real-world study and brief narrative review of the effects of liraglutide on glycemic control and weight in adult patients with type 2 diabetes mellitus. The study uses data extracted from the electronic health record of the Ministry of National Guard-Health Affairs. RESULTS In this study of 348 subjects, there was a statistically significant reduction in hemoglobin A1c of 0.9% (P < .0001) and weight of 2.3 kg (P < .0001). The majority (77.3%) were on concomitant insulin.Subjects with a baseline hemoglobin A1c greater than 9% had a significantly greater reduction than those below 9% (-0.7%;P < .0001). Those with a weight more than 100 kg had a significantly greater reduction than those below 100 kg (-0.9 kg;P = .0096). CONCLUSION In this real-world, observational study, liraglutide was shown to be effective in improving glycemic control and reducing weight in adult patients with type 2 diabetes mellitus.
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Affiliation(s)
- Consuela Cheriece Yousef
- Pharmaceutical Care Department, Ministry of the National Guard-Health Affairs, Dammam, Saudi Arabia; King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia.
| | - Abin Thomas
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Department of Biostatistics and Bioinformatics, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Manar Al Matar
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Imam Abdulrahman Bin Faisal University, College of Clinical Pharmacy, Dammam, Saudi Arabia
| | - Lama Ghandoura
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Department of Family Medicine, Ministry of National Guard-Health Affairs, Jeddah, Saudi Arabia
| | - Ibrahim Aldossary
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia; Pharmaceutical Care Department, Ministry of National Guard-Health Affairs, Al Ahsa, Saudi Arabia
| | - Sarah Musa Almuhanna
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Imam Abdulrahman Bin Faisal University, College of Clinical Pharmacy, Dammam, Saudi Arabia
| | - Fatimah Alhussain
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Imam Abdulrahman Bin Faisal University, College of Clinical Pharmacy, Dammam, Saudi Arabia
| | - Fatmh Bisher Al Bisher
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Imam Abdulrahman Bin Faisal University, College of Clinical Pharmacy, Dammam, Saudi Arabia
| | - Raneem Mohammad Aljohani
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Ibn Sina National College, College of Clinical Pharmacy, Jeddah, Saudi Arabia
| | - Alya Najeeb Balubaid
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Ibn Sina National College, College of Clinical Pharmacy, Jeddah, Saudi Arabia
| | - Mahmoud Ismail Nouh
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; Umm Al-Qura University, College of Pharmacy, Makkah, Saudi Arabia
| | - Abdulhalim Almurashi
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; General Directorate of Health Affairs, Department of Family Medicine, Madinah, Saudi Arabia
| | - Reem AlAmoudi
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia; King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia; Department of Medicine, Ministry of National Guard-Health Affairs, Jeddah, Saudi Arabia
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Boye KS, Mody R, Lage MJ, Malik RE. The Relationship Between Timing of Initiation on a Glucagon-like Peptide-1 Receptor Agonist and Glycosylated Hemoglobin Values Among Patients With Type 2 Diabetes. Clin Ther 2020; 42:1812-1817.e2. [PMID: 32741645 DOI: 10.1016/j.clinthera.2020.06.019] [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: 04/29/2020] [Revised: 06/26/2020] [Accepted: 06/26/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE This study examines the relationship between timing of initiation on a glucagon-like peptide-1 receptor agonist (GLP-1 RA) and glycosylated hemoglobin (HbA1c) values. METHODS The IBM MarketScan databases were used to identify adults with type 2 diabetes mellitus (T2DM) who initiated GLP-1 RA therapy and had multiple recorded HbA1c results. Time to GLP-1 RA initiation was proxied by the number of classes of glucose-lowering agents prescribed in the 2 years before GLP-1 RA initiation, with fewer glucose-lowering agents indicating initiation of a GLP-1 RA earlier in disease progression. Paired t tests examined differences in HbA1c values from preperiod to 2-year postperiod. Multivariable analyses examined the relationship between time to GLP-1 RA initiation and postperiod HbA1c values. FINDINGS Initiation on a GLP-1 RA was associated with a 0.6% reduction in HbA1c values over 2 years (P < 0.0001). Earliest starts were associated with a 1.3% reduction in HbA1c levels (P < 0.0001) and the highest likelihood of achieving a postperiod HbA1c level <7% (odds ratio, 4.9; 95% CI, 3.0-8.1). IMPLICATIONS Results indicate that although initiation on a GLP-1 RA is generally associated with reduced HbA1c levels, there may be additional clinical benefits associated with earlier initiation of a GLP-1 RA.
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Affiliation(s)
| | - Reema Mody
- Eli Lilly and Company, Indianapolis, IN, USA
| | - Maureen J Lage
- HealthMetrics Outcomes Research, Bonita Springs, FL, USA.
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Guerci B, Charbonnel B, Gourdy P, Hadjadj S, Hanaire H, Marre M, Vergès B. Efficacy and adherence of glucagon-like peptide-1 receptor agonist treatment in patients with type 2 diabetes mellitus in real-life settings. DIABETES & METABOLISM 2019; 45:528-535. [DOI: 10.1016/j.diabet.2019.01.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 01/05/2019] [Accepted: 01/14/2019] [Indexed: 12/25/2022]
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Development of Biomarkers for Inhibition of SLC6A19 (B⁰AT1)-A Potential Target to Treat Metabolic Disorders. Int J Mol Sci 2018; 19:ijms19113597. [PMID: 30441827 PMCID: PMC6274964 DOI: 10.3390/ijms19113597] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/07/2018] [Accepted: 11/08/2018] [Indexed: 12/18/2022] Open
Abstract
Recent studies have established that dietary protein restriction improves metabolic health and glucose homeostasis. SLC6A19 (B⁰AT1) is the major neutral amino acid transporter in the intestine and carries out the bulk of amino acid absorption from the diet. Mice lacking SLC6A19 show signs of protein restriction, have improved glucose tolerance, and are protected from diet-induced obesity. Pharmacological blockage of this transporter could be used to induce protein restriction and to treat metabolic diseases such as type 2 diabetes. A few novel inhibitors of SLC6A19 have recently been identified using in vitro compound screening, but it remains unclear whether these compounds block the transporter in vivo. To evaluate the efficacy of SLC6A19 inhibitors biomarkers are required that can reliably detect successful inhibition of the transporter in mice. A gas chromatography mass spectrometry (GC-MS)-based untargeted metabolomics approach was used to discriminate global metabolite profiles in plasma, urine and faecal samples from SLC6A19ko and wt mice. Due to inefficient absorption in the intestine and lack of reabsorption in the kidney, significantly elevated amino acids levels were observed in urine and faecal samples. By contrast, a few neutral amino acids were reduced in the plasma of male SLC6A19ko mice as compared to other biological samples. Metabolites of bacterial protein fermentation such as p-cresol glucuronide and 3-indole-propionic acid were more abundant in SLC6A19ko mice, indicating protein malabsorption of dietary amino acids. Consistently, plasma appearance rates of [14C]-labelled neutral amino acids were delayed in SLC6A19ko mice as compared to wt after intra-gastric administration of a mixture of amino acids. Receiver operating characteristic (ROC) curve analysis was used to validate the potential use of these metabolites as biomarkers. These findings provide putative metabolite biomarkers that can be used to detect protein malabsorption and the inhibition of this transporter in intestine and kidney.
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