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Giandalia A, Nicolucci A, Modugno M, Lucisano G, Rossi MC, Manicardi V, Rocca A, Di Cianni G, Di Bartolo P, Candido R, Cucinotta D, Russo GT. Temporal trends in the starting of insulin therapy in type 2 diabetes in Italy: data from the AMD Annals initiative. J Endocrinol Invest 2024; 47:2087-2096. [PMID: 38441838 PMCID: PMC11266210 DOI: 10.1007/s40618-024-02306-5] [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: 07/17/2023] [Accepted: 01/09/2024] [Indexed: 07/25/2024]
Abstract
AIMS Opportunities and needs for starting insulin therapy in Type 2 diabetes (T2D) have changed overtime. We evaluated clinical characteristics of T2D subjects undergoing the first insulin prescription during a 15-year-observation period in the large cohort of the AMD Annals Initiative in Italy. METHODS Data on clinical and laboratory variables, complications and concomitant therapies and the effects on glucose control after 12 months were evaluated in T2D patients starting basal insulin as add-on to oral/non-insulin injectable agents, and in those starting fast-acting in add-on to basal insulin therapy in three 5-year periods (2005-2019). RESULTS We evaluated data from 171.688 T2D subjects who intensified therapy with basal insulin and 137.225 T2D patients who started fast-acting insulin. Overall, intensification with insulin occurred progressively earlier over time in subjects with shorter disease duration. Moreover, the percentage of subjects with HbA1c levels > 8% at the time of basal insulin initiation progressively decreased. The same trend was observed for fast-acting formulations. Clinical characteristics of subjects starting insulin did not change in the three study-periods, although all major risk factors improved overtime. After 12 months from the starting of basal or fast-acting insulin therapy, mean HbA1c levels decreased in all the three investigated time-periods, although mean HbA1c levels remained above the recommended target. CONCLUSIONS In this large cohort of T2D subjects, a progressively earlier start of insulin treatment was observed during a long observation period, suggesting a more proactive prescriptive approach. However, after 12 months from insulin prescription, in many patients, HbA1c levels were still out-of-target.
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Affiliation(s)
- A Giandalia
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98100, Messina, Italy.
| | - A Nicolucci
- Center for Outcomes Research and Clinical Epidemiology, CORESEARCH, Pescara, Italy
| | - M Modugno
- ASLBA-DSS10 Poliambulatorio, Triggiano, BA, Italy
| | - G Lucisano
- Center for Outcomes Research and Clinical Epidemiology, CORESEARCH, Pescara, Italy
| | - M C Rossi
- Center for Outcomes Research and Clinical Epidemiology, CORESEARCH, Pescara, Italy
| | | | - A Rocca
- SS Diabetes and Metabolic disease, Bassini Hospital Cinisello Balsamo, Milan, Italy
| | - G Di Cianni
- Diabetes and Metabolic Diseases Unit, Livorno Hospital, Livorno, Italy
| | - P Di Bartolo
- Diabetes Unit, Local Healthcare Authority of Romagna, Ravenna, Italy
| | - R Candido
- SS Diabetes and Metabolic disease, Bassini Hospital Cinisello Balsamo, Milan, Italy
- Azienda Sanitaria Universitaria Giuliano Isontina, University of Trieste, Trieste, Italy
| | - D Cucinotta
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98100, Messina, Italy
| | - G T Russo
- Department of Clinical and Experimental Medicine, University of Messina, Via C. Valeria, 98100, Messina, Italy
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Orsini Federici M, Gentilella R, Corcos A, Torre E, Genovese S. Changing the approach to type 2 diabetes treatment: A comparison of glucagon-like peptide-1 receptor agonists and sulphonylureas across the continuum of care. Diabetes Metab Res Rev 2021; 37:e3434. [PMID: 33900667 PMCID: PMC8519155 DOI: 10.1002/dmrr.3434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 09/11/2020] [Accepted: 11/13/2020] [Indexed: 12/19/2022]
Abstract
Despite the importance of individualised strategies for patients with type 2 diabetes mellitus (T2DM) and the availability of alternative treatments, including glucagon-like peptide-1 receptor agonists (GLP-1 RAs), sulphonylureas are still widely used in practice. Clinical evidence shows that GLP-1 RAs may provide better and more durable glycaemic control than sulphonylureas, with lower risk of hypoglycaemia. Other reported benefits of GLP-1 RAs include weight loss rather than weight gain (as observed with sulphonylureas), blood pressure reduction and improvement in lipid profiles. In general, the main adverse events with GLP-1 RAs are gastrointestinal in nature. The respective modes of action of GLP-1 RAs and sulphonylureas contribute to differences in the durability of glycaemic control (related to effects on beta-cells) and effects on body weight. Moreover, the glucose-dependent mode of action of GLP-1 RAs, which favours a low incidence of hypoglycaemia, contrasts with the glucose-independent mode of action of sulphonylureas. Evidence from cardiovascular outcomes trials indicates a consistent finding of cardiovascular safety across the GLP-1 RAs and suggests a class benefit for the long-acting GLP-1 RAs in reducing three-point major adverse cardiovascular events, cardiovascular mortality and all-cause mortality. In contrast, potential concerns relating to an increased incidence of adverse cardiovascular events with sulphonylureas have yet to be fully resolved. Recent updates to management guidelines recommend that treatment selection for patients with T2DM should consider clinical trial evidence of cardiovascular safety. Available evidence suggests that this selection should give preference to GLP-1 RAs over sulphonylureas, especially for patients at high cardiovascular risk.
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Affiliation(s)
| | | | | | - Enrico Torre
- Asl3 GenoveseHead of EndocrinologyDiabetology and Metabolic Diseases SSDGenovaItaly
| | - Stefano Genovese
- Centro Cardiologico Monzino IRCCSHead of DiabetologyEndocrinology and Metabolic Diseases UnitMilanoItaly
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3
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Cacciola I, Russo G, Filomia R, Pitrone C, Caccamo G, Giandalia A, Alibrandi A, Stella Franzè M, Porcari S, Maimone S, Saitta C, Squadrito G, Raimondo G. Over time evaluation of glycaemic control in direct-acting antiviral-treated hepatitis C virus/diabetic individuals with chronic hepatitis or with cirrhosis. Liver Int 2021; 41:2059-2067. [PMID: 33894103 PMCID: PMC8506140 DOI: 10.1111/liv.14905] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 04/07/2021] [Accepted: 04/15/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Data concerning the impact of hepatitis C virus (HCV) cure on type 2 diabetes mellitus (T2DM) are controversial. The aim of the study was to evaluate the effects of anti-HCV direct-acting antiviral (DAA) treatments on long-term glucose control in HCV/T2DM patients with chronic hepatitis C (CHC) or with cirrhosis. METHODS One hundred and eighty-two consecutive HCV/T2DM patients who achieved a viral clearance by DAA treatment were enrolled. Seventy or 182 of them had CHC, and 112 had cirrhosis. Clinical, biochemical and instrumental parameters were recorded at baseline and at 48, 96 and 120 weeks (48w, 96w and 120w, respectively) after stopping DAA therapy. RESULTS At baseline, the overall study population had a mean of glycated haemoglobin (HbA1c) value of 7.2% (ranging from 5 to 11.2), without any significant differences between CHC and cirrhosis [7.1 and 7.2, respectively]. Evaluation over time of HbA1c variations showed a significant improvement of glucose control at all post-treatment time points compared with baseline in CHC patients (P = .001). In cirrhotic patients, a significant decrease of HbA1c levels was only found when comparing HbA1c values between baseline and 48w time-point (P = .001), whereas this improvement disappeared at both 98w and 120w (P = .8 and P = .3, respectively). Multivariate logistic regression analysis showed that patients with chronic hepatitis have a 2.5 (CI 1.066-5.945) times greater chance of achieving an improvement of glycaemic values than patients with liver cirrhosis (P = .035). CONCLUSION DAA-based HCV cure induces a significant and persistent amelioration of glycaemic control in HCV/diabetic patients with chronic hepatitis, whereas cirrhotic HCV/diabetic subjects have only a transient benefit from the virus elimination.
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Affiliation(s)
- Irene Cacciola
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Giuseppina Russo
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and DiabetologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Roberto Filomia
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Concetta Pitrone
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Gaia Caccamo
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Annalisa Giandalia
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and DiabetologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Angela Alibrandi
- Department of Economics Unit of Statistical and Mathematical Science of MessinaUniversity of MessinaMessinaItaly
| | - Maria Stella Franzè
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Serena Porcari
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Sergio Maimone
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Carlo Saitta
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Giovanni Squadrito
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Internal MedicineDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
| | - Giovanni Raimondo
- Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
- Division of Medicine and HepatologyDepartment of Internal MedicineUniversity Hospital of MessinaMessinaItaly
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4
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Thakarakkattil Narayanan Nair A, Donnelly LA, Dawed AY, Gan S, Anjana RM, Viswanathan M, Palmer CNA, Pearson ER. The impact of phenotype, ethnicity and genotype on progression of type 2 diabetes mellitus. Endocrinol Diabetes Metab 2020; 3:e00108. [PMID: 32318630 PMCID: PMC7170456 DOI: 10.1002/edm2.108] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 12/07/2019] [Indexed: 12/12/2022] Open
Abstract
AIM To conduct a comprehensive review of studies of glycaemic deterioration in type 2 diabetes and identify the major factors influencing progression. METHODS We conducted a systematic literature search with terms linked to type 2 diabetes progression. All the included studies were summarized based upon the factors associated with diabetes progression and how the diabetes progression was defined. RESULTS Our search yielded 2785 articles; based on title, abstract and full-text review, we included 61 studies in the review. We identified seven criteria for diabetes progression: 'Initiation of insulin', 'Initiation of oral antidiabetic drug', 'treatment intensification', 'antidiabetic therapy failure', 'glycaemic deterioration', 'decline in beta-cell function' and 'change in insulin dose'. The determinants of diabetes progression were grouped into phenotypic, ethnicity and genotypic factors. Younger age, poorer glycaemia and higher body mass index at diabetes diagnosis were the main phenotypic factors associated with rapid progression. The effect of genotypic factors on progression was assessed using polygenic risk scores (PRS); a PRS constructed from the genetic variants linked to insulin resistance was associated with rapid glycaemic deterioration. The evidence of impact of ethnicity on progression was inconclusive due to the small number of multi-ethnic studies. CONCLUSION We have identified the major determinants of diabetes progression-younger age, higher BMI, higher HbA1c and genetic insulin resistance. The impact of ethnicity is uncertain; there is a clear need for more large-scale studies of diabetes progression in different ethnic groups.
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Affiliation(s)
| | - Louise A. Donnelly
- Population Health & GenomicsSchool of MedicineUniversity of DundeeDundeeUK
| | - Adem Y. Dawed
- Population Health & GenomicsSchool of MedicineUniversity of DundeeDundeeUK
| | - Sushrima Gan
- Population Health & GenomicsSchool of MedicineUniversity of DundeeDundeeUK
| | | | | | - Colin N. A. Palmer
- Population Health & GenomicsSchool of MedicineUniversity of DundeeDundeeUK
| | - Ewan R. Pearson
- Population Health & GenomicsSchool of MedicineUniversity of DundeeDundeeUK
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5
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Rogal J, Zbinden A, Schenke-Layland K, Loskill P. Stem-cell based organ-on-a-chip models for diabetes research. Adv Drug Deliv Rev 2019; 140:101-128. [PMID: 30359630 DOI: 10.1016/j.addr.2018.10.010] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 09/10/2018] [Accepted: 10/19/2018] [Indexed: 12/22/2022]
Abstract
Diabetes mellitus (DM) ranks among the severest global health concerns of the 21st century. It encompasses a group of chronic disorders characterized by a dysregulated glucose metabolism, which arises as a consequence of progressive autoimmune destruction of pancreatic beta-cells (type 1 DM), or as a result of beta-cell dysfunction combined with systemic insulin resistance (type 2 DM). Human cohort studies have provided evidence of genetic and environmental contributions to DM; yet, these studies are mostly restricted to investigating statistical correlations between DM and certain risk factors. Mechanistic studies, on the other hand, aimed at re-creating the clinical picture of human DM in animal models. A translation to human biology is, however, often inadequate owing to significant differences between animal and human physiology, including the species-specific glucose regulation. Thus, there is an urgent need for the development of advanced human in vitro models with the potential to identify novel treatment options for DM. This review provides an overview of the technological advances in research on DM-relevant stem cells and their integration into microphysiological environments as provided by the organ-on-a-chip technology.
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Affiliation(s)
- Julia Rogal
- Department of Women's Health, Research Institute for Women's Health, Eberhard Karls University, Silcherstrasse 7/1, 72076 Tübingen, Germany; Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, Nobelstrasse 12, 70569 Stuttgart, Germany
| | - Aline Zbinden
- Department of Women's Health, Research Institute for Women's Health, Eberhard Karls University, Silcherstrasse 7/1, 72076 Tübingen, Germany
| | - Katja Schenke-Layland
- Department of Women's Health, Research Institute for Women's Health, Eberhard Karls University, Silcherstrasse 7/1, 72076 Tübingen, Germany; The Natural and Medical Sciences Institute (NMI) at the University of Tübingen, Markwiesenstr. 55, 72770 Reutlingen, Germany; Department of Medicine/Cardiology, Cardiovascular Research Laboratories, David Geffen School of Medicine at UCLA, 675 Charles E. Young Drive South, MRL 3645, Los Angeles, CA, USA.
| | - Peter Loskill
- Department of Women's Health, Research Institute for Women's Health, Eberhard Karls University, Silcherstrasse 7/1, 72076 Tübingen, Germany; Fraunhofer Institute for Interfacial Engineering and Biotechnology IGB, Nobelstrasse 12, 70569 Stuttgart, Germany
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6
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Russo GT, Giorda CB, Cercone S, De Cosmo S, Nicolucci A, Cucinotta D. Beta cell stress in a 4-year follow-up of patients with type 2 diabetes: A longitudinal analysis of the BetaDecline Study. Diabetes Metab Res Rev 2018; 34:e3016. [PMID: 29669179 DOI: 10.1002/dmrr.3016] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 03/21/2018] [Accepted: 03/22/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is associated with a progressive deterioration in beta cell function and loss of glycaemic control. Clinical predictors of beta cell failure are needed to guide appropriate therapy. METHODS A prospective evaluation of a large set of potential predictors of beta cell stress, measured as change in the proinsulin/insulin (PI/I) ratio, was conducted in a cohort of 235 outpatients with T2DM on stable treatment with oral hypoglycaemic agents or diet followed up for ~4 years (median value 3.9 years; interquartile range 3.8-4.1 years). RESULTS Overall, metabolic control deteriorated over time, with a significant increase in glycated haemoglobin (HbA1c; P < .0001), proinsulin (P < .0001), and PI/I ratio (P = .001), without significant changes in the homeostatic model assessment of insulin resistance. Multivariate regression analysis showed that for each 1% (10.9 mmol/mol) increase from baseline in HbA1c, the risk of beta cell stress increased by 3.8 times; for each 1% (10.9 mmol/mol) incremental increase in HbA1c during the study, risk of beta cell stress increased by 2.25 times that at baseline. By contrast, baseline anthropometric and clinical variables, lipid profile, inflammatory markers (PCR, IL-6), non-esterified fatty acids, and current therapies did not independently influence PI/I ratio variation during follow-up. CONCLUSIONS In this cohort of patients with T2DM, beta cell function progressively deteriorated despite current therapies. Among a large set of clinical and biochemical predictors, only baseline HbA1c levels and their deterioration overtime were associated with higher beta cell stress over time.
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Affiliation(s)
- Giuseppina T Russo
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | | | | | - Salvatore De Cosmo
- Unit of Internal Medicine, Department of Medical Sciences, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Antonio Nicolucci
- Center for Outcomes Research and clinical Epidemiology (CORE), Pescara, Italy
| | - Domenico Cucinotta
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
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Kalra S, Gupta Y. Beta-cell Insufficiency. EUROPEAN ENDOCRINOLOGY 2018; 13:51-53. [PMID: 29632606 PMCID: PMC5813463 DOI: 10.17925/ee.2017.13.02.51] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 08/22/2017] [Indexed: 12/31/2022]
Abstract
‘Beta-cell failure’ is a frequently used term to describe the structural and functional inability of the cells to fulfil their metabolic responsibility. This editorial reviews the anatomy and physiology of the beta cell, and describes factors which regulate this. The authors focus on semantics, comparing the phrases ‘beta-cell failure’, ‘functional mass’, and ‘beta-cell insufficiency’. They suggest the use of ‘beta-cell insufficiency’, with descriptors such as ‘partial’ and ‘complete’, or ‘reversible’ and ‘irreversible’, to convey betacell dysfunction in type 2 diabetes. A three-phase taxonomic structure: beta-cell sufficiency, partial/reversible beta-cell insufficiency and complete/irreversible beta-cell insufficiency, is proposed as a tool to understand pathophysiology and facilitate therapeutic decision-making.
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Affiliation(s)
- Sanjay Kalra
- Department of Endocrinology, Bharti Hospital, Karnal, India
| | - Yashdeep Gupta
- Department of Endocrinology, All India Institute of Medical Sciences, New Delhi, India
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8
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Functional Characterization of Native, High-Affinity GABA A Receptors in Human Pancreatic β Cells. EBioMedicine 2018; 30:273-282. [PMID: 29606630 PMCID: PMC5952339 DOI: 10.1016/j.ebiom.2018.03.014] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Revised: 02/02/2018] [Accepted: 03/12/2018] [Indexed: 01/19/2023] Open
Abstract
In human pancreatic islets, the neurotransmitter γ-aminobutyric acid (GABA) is an extracellular signaling molecule synthesized by and released from the insulin-secreting β cells. The effective, physiological GABA concentration range within human islets is unknown. Here we use native GABAA receptors in human islet β cells as biological sensors and reveal that 100–1000 nM GABA elicit the maximal opening frequency of the single-channels. In saturating GABA, the channels desensitized and stopped working. GABA modulated insulin exocytosis and glucose-stimulated insulin secretion. GABAA receptor currents were enhanced by the benzodiazepine diazepam, the anesthetic propofol and the incretin glucagon-like peptide-1 (GLP-1) but not affected by the hypnotic zolpidem. In type 2 diabetes (T2D) islets, single-channel analysis revealed higher GABA affinity of the receptors. The findings reveal unique GABAA receptors signaling in human islets β cells that is GABA concentration-dependent, differentially regulated by drugs, modulates insulin secretion and is altered in T2D. In human islets GABA (≤μM) activates β cell-specific GABAA receptors that become supersensitive to GABA in type 2 diabetes. GABAA receptors activity in β cells is enhanced by diazepam, anesthetics, the incretin GLP-1 but not the hypnotic zolpidem. GABA modulates rate of insulin granule exocytosis and glucose-stimulated insulin secretion.
GABA is a signal molecule in the brain but is also secreted by the insulin-producing β cells in pancreatic islets. GABA has many roles in human islets that most aim at optimizing function and survival of β cells. In the report by Korol, Jin et al. the authors identify and characterize the molecular unit that GABA binds to in human β cells, the GABAA receptors. These receptors normally sensitive become super-sensitive to GABA in type 2 diabetes. The GABAA receptors regulate insulin secretion and can themselves be regulated by the anxiolytic diazepam, anesthetics, the incretin GLP-1 but not the hypnotic zolpidem. Targeting GABA signaling in human islets in diabetes mellitus is likely to be a part of the solution when curing diabetes.
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9
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Gentile S, Strollo F, Viazzi F, Russo G, Piscitelli P, Ceriello A, Giorda C, Guida P, Fioretto P, Pontremoli R, De Cosmo S. Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions. J Diabetes Res 2018; 2018:7153087. [PMID: 30327785 PMCID: PMC6169213 DOI: 10.1155/2018/7153087] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2018] [Accepted: 08/09/2018] [Indexed: 01/05/2023] Open
Abstract
We performed a real-life analysis of clinical and laboratory parameters, in orally treated T2DM patients aiming at identifying predictors of insulin treatment initiation. Overall, 366955 patients (55.8% males, age 65 ± 11 years, diabetes duration 7 ± 8 years) were followed up between 2004 and 2011. Each patient was analyzed step-by-step until either eventually starting insulin treatment or getting to the end of the follow-up period. Patients switching to insulin showed a worse global risk profile, longer disease duration (10 ± 9 years vs. 6 ± 7 years, respectively; p < 0.001), higher HbA1c (8.0 ± 1.6% vs. 7.2 ± 1.5%, respectively; p < 0.001), higher triglycerides, a greater prevalence of arterial hypertension, antihypertensive, lipid-lowering and aspirin treatment, a higher rate of nonproliferative/proliferative retinopathy, and a nearly 4 times lower prevalence of the "diet alone." They also showed a higher prevalence of subjects with eGFR < 60 ml/min/1.73 m2 (24.0% vs. 16.2%, respectively; p < 0.001). Multivariate analysis identified diabetes duration, HbA1c, triglyceride and low HDL-C values, presence of retinopathy or renal dysfunction, and sulphonylurea utilization (the risk being approximately 3 times greater in the latter case) as independent predictors of insulin treatment initiation. LDL-C, lipid-lowering treatment, and overweight/obese seem to be protective. Results of tree analysis showed that patients on sulphonylurea, with high HbA1c, eGFR below 50 ml/min/1.73 m2, and at least 5-year disease duration, are at very high risk to start insulin treatment. We have to stick to this real-life picture, of course, until enough data are collected on patients treated with innovative medications which are expected to improve beta cell survival and further delay treatment-related insulin requirement.
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Affiliation(s)
- Sandro Gentile
- Department of Clinical and Experimental Medicine, University of Campania “Luigi Vanvitelli”, Naples, Italy
| | | | - Francesca Viazzi
- Department of Internal Medicine, University of Genoa and Policlinico San Martino, Genova, Italy
| | - Giuseppina Russo
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Pamela Piscitelli
- IRCSS Casa Sollievo della Sofferenza-Unit of Internal Medicine, Scientific Institute, San Giovanni Rotondo, Italy
| | - Antonio Ceriello
- Institut d'Investigacions Biomédiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomedica en Red de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Barcelona, Spain
- Department of Cardiovascular and Metabolic Diseases, IRCCS Multimedica, Milan, Italy
| | - Carlo Giorda
- Diabetes and Metabolism Unit ASL Turin 5, Chieri, Italy
| | - Piero Guida
- Statistical Consultant, Associazione Medici Diabetologi (AMD), Rome, Italy
| | - Paola Fioretto
- Department of Medicine, University of Padua, Padua, Italy
| | - Roberto Pontremoli
- Department of Internal Medicine, University of Genoa and Policlinico San Martino, Genova, Italy
| | - Salvatore De Cosmo
- IRCSS Casa Sollievo della Sofferenza-Unit of Internal Medicine, Scientific Institute, San Giovanni Rotondo, Italy
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Rathmann W, Strassburger K, Bongaerts B, Bobrov P, Kuss O, Müssig K, Markgraf DF, Szendroedi J, Herder C, Roden M. Impact of insulin sensitivity, beta-cell function and glycaemic control on initiation of second-line glucose-lowering treatment in newly diagnosed type 2 diabetes. Diabetes Obes Metab 2017; 19:866-873. [PMID: 28127851 DOI: 10.1111/dom.12894] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2016] [Revised: 01/23/2017] [Accepted: 01/23/2017] [Indexed: 11/30/2022]
Abstract
AIMS The aim of this study was to investigate whether insulin sensitivity, beta-cell function or glycaemic control at diagnosis predict initiation of second-line treatment in newly diagnosed type 2 diabetes. RESEARCH DESIGN AND METHODS Type 2 diabetes patients (n = 138) undergoing initial metformin monotherapy (age [mean ± SD], 52 ± 10 years; 67% males; BMI, 32 ± 6 kg/m2 ) from the prospective German Diabetes Study cohort (n = 398) were included. Patients remained under care of their general practitioners, yet underwent detailed metabolic characterization after diabetes diagnosis for study purposes (hyperinsulinemic-euglycemic clamp, M value; i.v. glucose tolerance test, incremental C-peptide area under the curve0-60 minutes, CP iAUC). The associations of baseline M value, CP iAUC, fasting glucose and HbA1c with time to second-line therapy were assessed using parametric survival analysis, accounting for interval-censoring. RESULTS Second-line treatment was initiated in 26% of newly diagnosed type 2 diabetes patients within the first 3.3 years after diagnosis, using mostly DPP-4 inhibitors or GLP-1 receptor agonists (64%). In age-, sex- and BMI-adjusted survival models, higher baseline HbA1c and fasting glucose values were associated with earlier treatment intensification. Lower baseline M value and C-peptide secretion (CP iAUC) were also related to an earlier initiation of second-line treatment. In the best multivariable model, baseline HbA1c ≥ 7% (hazard ratio, HR; 95% CI: 3.18; 1.35-7.50) and fasting glucose ≥140 mg/dL (HR, 2.45; 95% CI, 1.04-5.78) were associated with shorter time to second-line therapy, adjusting for age, sex and BMI. CONCLUSIONS Baseline hyperglycaemia is a strong predictor of requirement of early intensification of glucose-lowering therapy in newly diagnosed type 2 diabetes.
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Affiliation(s)
- Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Klaus Strassburger
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Brenda Bongaerts
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Pavel Bobrov
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Oliver Kuss
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Karsten Müssig
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty, University Hospital Dusseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Daniel F Markgraf
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Julia Szendroedi
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty, University Hospital Dusseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Christian Herder
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Michael Roden
- Institute for Clinical Diabetology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
- Department of Endocrinology and Diabetology, Medical Faculty, University Hospital Dusseldorf, Düsseldorf, Germany
- German Center for Diabetes Research (DZD), München-Neuherberg, Germany
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11
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Forst T, Falk A, Andersen G, Fischer A, Weber MM, Voswinkel S, Heise T, Kapitza C, Plum-Mörschel L. Effects on α- and β-cell function of sequentially adding empagliflozin and linagliptin to therapy in people with type 2 diabetes previously receiving metformin: An exploratory mechanistic study. Diabetes Obes Metab 2017; 19:489-495. [PMID: 28009472 DOI: 10.1111/dom.12838] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 11/21/2016] [Accepted: 11/28/2016] [Indexed: 12/20/2022]
Abstract
AIMS To investigate the effect of sequential treatment escalation with empagliflozin and linagliptin on laboratory markers of α- and β-cell function in people with type 2 diabetes mellitus (T2DM) insufficiently controlled on metformin monotherapy. RESEARCH DESIGN AND METHODS A total of 44 people with T2DM received 25 mg empagliflozin for a duration of 1 month in an open-label fashion (treatment period 1 [TP1]). Thereafter, they were randomized to a double-blind add-on therapy with linagliptin 5 mg or placebo (treatment period 2 [TP2]) for 1 additional month. α- and β-cell function was assessed using a standardized liquid meal test and an intravenous (i.v.) glucose challenge. Efficacy measures comprised the areas under the curve for glucose, insulin, proinsulin and glucagon after the liquid meal test and the assessment of fast and late-phase insulin release after an i.v. glucose load with a subsequent hyperglycaemic clamp. RESULTS Empagliflozin reduced fasting and postprandial plasma glucose levels, associated with a significant reduction in postprandial insulin levels and an improvement in the conversion rate of proinsulin (TP1). The addition of linagliptin during TP2 further improved postprandial glucose levels, probably as a result of a marked reduction in postprandial glucagon concentrations (TP2). The insulin response to an i.v. glucose load increased during treatment with empagliflozin (TP1), and further improved after the addition of linagliptin (TP2). CONCLUSION After metformin failure, sequential treatment escalation with empagliflozin and linagliptin is an attractive treatment option because of the additive effects on postprandial glucose control, probably mediated by complementary effects on α- and β-cell function.
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Affiliation(s)
- Thomas Forst
- Profil, Neuss, Germany
- 1st Medical Department, Endocrinology, Johannes Gutenberg University, Mainz, Germany
| | | | | | | | - Matthias M Weber
- 1st Medical Department, Endocrinology, Johannes Gutenberg University, Mainz, Germany
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