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Wu J, Zhou R, Zhang Q, Zhang Q, Qin H, Ye Z, Xu Y, Feng S, Shu C, Shen Y, Fan Y, Wang Q, Du Y, Hu W. Safety, pharmacokinetics and pharmacodynamics of HRS-7535, a novel oral small molecule glucagon-like peptide-1 receptor agonist, in healthy participants: A phase 1, randomized, double-blind, placebo-controlled, single- and multiple-ascending dose, and food effect trial. Diabetes Obes Metab 2024; 26:901-910. [PMID: 38100147 DOI: 10.1111/dom.15383] [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: 08/10/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 02/06/2024]
Abstract
AIM To assess the safety, tolerability, pharmacokinetics (PKs) and pharmacodynamics of HRS-7535, a novel glucagon-like peptide-1 receptor agonist (GLP-1RA), in healthy participants. MATERIALS AND METHODS This phase 1 trial consisted of single-ascending dose (SAD), food effect (FE) and multiple-ascending dose (MAD) parts. In the SAD part, participants were randomized (6:2) to receive HRS-7535 (at doses of 15, 60 and 120 mg; administered orally once daily) or placebo. In the FE part, participants were randomized (8:2) to receive a single dose of 90-mg HRS-7535 or placebo, in both fed and fasted states. In the MAD part, participants were randomized (18:6) to receive daily HRS-7535 (120 mg [30/60/90/120-mg titration scheme]) or placebo for 28 days. The primary endpoints were safety and tolerability. RESULTS Nausea and vomiting were the most frequently reported AEs across all three parts. In the SAD part, the median Tmax was 5.98-5.99 hours and the geometric mean t1/2 was 5.28-9.08 hours across the HRS-7535 dosing range. In the MAD part, the median Tmax was 5.98-10.98 hours and the geometric mean t1/2 was 6.48-8.42 hours on day 28 in participants on HRS-7535. PKs were approximately dose-proportional. On day 29 in the MAD part, the mean (percentage) reduction in body weight from baseline was 4.38 kg (6.63%) for participants who received HRS-7535, compared with 0.8 kg (1.18%) for those participants who received a placebo. CONCLUSIONS HRS-7535 exhibited a safety and tolerability profile consistent with other GLP-1RAs and showed PKs suitable for once-daily dosing. These findings support further clinical development of HRS-7535 for type 2 diabetes.
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Affiliation(s)
- Jingying Wu
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Renpeng Zhou
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Qian Zhang
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Qin Zhang
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Huiling Qin
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zi Ye
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Yimei Xu
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Sheng Feng
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Chang Shu
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Yu Shen
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Yang Fan
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Quanren Wang
- Clinical Research and Development, Jiangsu Hengrui Pharmaceuticals Co., Ltd., Shanghai, China
| | - Yijun Du
- The Department of Endocrinology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Wei Hu
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
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Paul SK, Ling J, Samanta M, Montvida O. Robustness of Multiple Imputation Methods for Missing Risk Factor Data from Electronic Medical Records for Observational Studies. JOURNAL OF HEALTHCARE INFORMATICS RESEARCH 2022; 6:385-400. [PMID: 36744084 PMCID: PMC9892403 DOI: 10.1007/s41666-022-00119-w] [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: 05/09/2022] [Revised: 07/26/2022] [Accepted: 08/18/2022] [Indexed: 02/07/2023]
Abstract
Evaluating appropriate methodologies for imputation of missing outcome data from electronic medical records (EMRs) is crucial but lacking for observational studies. Using US EMR in people with type 2 diabetes treated over 12 and 24 months with dipeptidyl peptidase 4 inhibitors (DPP-4i, n = 38,483) and glucagon-like peptide 1 receptor agonists (GLP-1RA, n = 8,977), predictors of missingness of disease biomarker (HbA1c) were explored. Robustness of multiple imputation (MI) by chained equations, two-fold MI (MI-2F) and MI with Monte Carlo Markov Chain were compared to complete case analyses for drawing inferences. Compared to younger people (age quartile Q1), those in age quartile Q3 and Q4 were less likely to have missing HbA1c by 25-32% (range of OR CI: 0.55-0.88) at 6-month follow-up and by 26-39% (range of OR CI: 0.50-0.80) at 12-month follow-up. People with HbA1c ≥ 7.5% at baseline were 12% (OR CI: 0.83, 0.93) and 14% (OR CI: 0.77, 0.97) less likely to have missing data at 6-month follow-up in the DPP-4i and GLP-1RA groups, respectively. All imputation methods provided similar HbA1c distributions during follow-up as observed with complete case analyses. The clinical inferences based on absolute change in HbA1c and by proportion of people reducing HbA1c to a clinically acceptable level (≤ 7%) were also similar between imputed data and complete case analyses. MI-2F method provided marginally smaller mean difference between observed and imputed data with relatively smaller standard error of difference, compared to other methods, while evaluating for consistency through artificial within-sample analyses. The established MI techniques can be reliably employed for missing outcome data imputations in large EMR-based relational databases, leading to efficiently designing and drawing robust clinical inferences in pharmaco-epidemiological studies. Supplementary Information The online version contains supplementary material available at 10.1007/s41666-022-00119-w.
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Affiliation(s)
- Sanjoy K. Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
| | - Joanna Ling
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
- Royal Melbourne Institute of Technology, Melbourne, Australia
| | - Mayukh Samanta
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
| | - Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
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Roberto G, Girardi A, Barone-Adesi F, Pecere A, Ientile V, Bartolini C, Da Cas R, Spila-Alegiani S, Ferrajolo C, Francesconi P, Trifirò G, Poluzzi E, Baccetti F, Gini R. Time to Treatment Intensification in Patients Receiving DPP4 Inhibitors Versus Sulfonylureas as the First Add-On to Metformin Monotherapy: A Retrospective Cohort Study. Front Pharmacol 2022; 13:871052. [PMID: 35707398 PMCID: PMC9189773 DOI: 10.3389/fphar.2022.871052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
Background: To verify whether, in patients on metformin (MET) monotherapy for type 2 diabetes (T2D), the add-on of a dipeptidyl peptidase inhibitor (DPP4i) compared to a sulfonylurea (SU) can delay the time to the subsequent treatment intensification (TI). Methods: Population-based administrative data banks from four Italian geographic areas were used. Patients aged ≥18 years on MET monotherapy receiving first DPP4i or SU dispensing between 2008 and 2015 (cohort entry) were followed up to the occurrence of TI (insulin dispensing or add-on of a third non-insulin hypoglicemic >180 days after cohort entry), treatment discontinuation, switch, cancer, death, TI occurrence within, end of data availability, end of study period (31 December 2016), whichever came first. Patients on MET + DPP4i were matched 1:1 with those on MET + SU by sex, age, year of cohort entry, and data bank. Hazard Ratio (HR) and 95% confidence intervals (95%CI) were estimated using multivariable Cox regression model including matching variables and potential confounders measured at baseline. Different sensitivity analyses were performed: i) matching at 180 days after cohort entry, ii) intent to treat (ITT) analysis, iii) matching by duration of MET monotherapy, iv) matching by propensity score. Results: The matched study cohort included 10,600 patients. Overall, 763 TI were observed (4.5/100 person-years; mean follow-up = 1.6 years). The primary analysis showed no difference in time to TI between the two groups (HR = 1.02; 95% CI = 0.88–1.19). Sensitivity analyses confirmed this result, except from the ITT analysis (HR = 1.27; 1.13–1.43). Conclusion: The use of a DPP4i rather than a SU as add-on to MET monotherapy was not associated with a delay in treatment intensification.
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Affiliation(s)
- Giuseppe Roberto
- Osservatorio di Epidemiologia, Agenzia Regionale di Sanità Della Toscana, Firenze, Italy
- *Correspondence: Giuseppe Roberto,
| | - Anna Girardi
- Osservatorio di Epidemiologia, Agenzia Regionale di Sanità Della Toscana, Firenze, Italy
| | - Francesco Barone-Adesi
- Dipartimento di Medicina Traslazionale, Università Del Piemonte Orientale, Novara, Italy
| | - Alessandro Pecere
- Dipartimento di Medicina Traslazionale, Università Del Piemonte Orientale, Novara, Italy
| | - Valentina Ientile
- Dipartimento di Scienze Biomediche, Odontoiatriche e Delle Immagini Morfologiche e Funzionali, Università Degli Studi di Messina, Messina, Italy
| | - Claudia Bartolini
- Osservatorio di Epidemiologia, Agenzia Regionale di Sanità Della Toscana, Firenze, Italy
| | - Roberto Da Cas
- Centro Nazionale per la Ricerca e la Valutazione Preclinica e Clinica Dei Farmaci, Istituto Superiore di Sanità, Roma, Italy
| | - Stefania Spila-Alegiani
- Centro Nazionale per la Ricerca e la Valutazione Preclinica e Clinica Dei Farmaci, Istituto Superiore di Sanità, Roma, Italy
| | - Carmen Ferrajolo
- Dipartimento di Medicina Sperimentale, Università Degli Studi Della Campania “L. Vanvitelli” e Centro Regionale di Farmacovigilanza, Regione Campania, Napoli, Italy
| | - Paolo Francesconi
- Osservatorio di Epidemiologia, Agenzia Regionale di Sanità Della Toscana, Firenze, Italy
| | - Gianluca Trifirò
- Dipartimento di Scienze Biomediche, Odontoiatriche e Delle Immagini Morfologiche e Funzionali, Università Degli Studi di Messina, Messina, Italy
| | - Elisabetta Poluzzi
- Unità di Farmacologia, Dipartimento di Scienze Mediche e Chirurgiche, Università di Bologna, Bologna, Italy
| | - Fabio Baccetti
- Unità Operativa di Diabetologia Massa-Carrara, USL Toscana Nordovest, Massa, Italy
| | - Rosa Gini
- Osservatorio di Epidemiologia, Agenzia Regionale di Sanità Della Toscana, Firenze, Italy
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Trend in Blood Pressure Control Post Antihypertensive Drug Initiation in the U.S. Am J Prev Med 2022; 62:716-726. [PMID: 34974936 DOI: 10.1016/j.amepre.2021.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 09/10/2021] [Accepted: 10/18/2021] [Indexed: 11/23/2022]
Abstract
INTRODUCTION The aim of this study is to evaluate the temporal trends in systolic blood pressure control over 18 months after blood pressure‒lowering drug initiation in the U.S. METHODS From U.S. nationally representative electronic health records, 1,036,775 adults initiating and continuing blood pressure‒lowering drugs for ≥18 months during 2006-2018 were identified (January 2021). Prevalence trends of cardiovascular disease, diabetes, and depression at blood pressure‒lowering drug initiation, blood pressure‒lowering drug therapy intensification over 18 months, and the adjusted probability of achieving systolic blood pressure control 6 months after baseline and sustaining the control for over 18 months were evaluated. RESULTS At blood pressure‒lowering drug initiation, the prevalence of diabetes and depression consistently increased during the study period across all age groups, particularly in those aged 18-49 years, whereas the prevalence of cardiovascular disease was stable. Adjusted probabilities of achieving sustainable systolic blood pressure control by age group were 0.62 (95% CI=0.61, 0.63) for ages 18-39 years, 0.55 (95% CI=0.55, 0.56) for ages 40-49 years, 0.50 (95% CI=0.49, 0.50) for ages 50-59 years, 0.43 (95% CI=0.42, 0.43) for ages 60-69 years, and 0.37 (95% CI=0.37, 0.38) for ages 70-80 years. Those with cardiovascular disease or cardiovascular disease and diabetes had approximately 20% lower adjusted probability of achieving systolic blood pressure control (31%/29%) than those without these conditions (52%, p<0.01). Those with depression had a 4% higher probability of systolic blood pressure control than those without the condition (49% vs 45%, p<0.01). CONCLUSIONS In the U.S., only 30%-50% of the population are achieving sustainable blood pressure control over 18 months after blood pressure‒lowering drug initiation, with no indication of improvement in control over the last decade.
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Paul SK, Montvida O, Best JH, Gale S, Pethö-Schramm A, Sarsour K. Association of biological antirheumatic therapy with risk for type 2 diabetes: a retrospective cohort study in incident rheumatoid arthritis. BMJ Open 2021; 11:e042246. [PMID: 34135030 PMCID: PMC8211068 DOI: 10.1136/bmjopen-2020-042246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE To explore possible associations of treatment with biological disease-modifying antirheumatic drugs (bDMARDs), including T-cell-based and interleukin-6 inhibition (IL-6i)-based therapies, and the risk for type 2 diabetes mellitus (T2DM) in patients with rheumatoid arthritis (RA). STUDY DESIGN, SETTING AND PARTICIPANTS Five treatment groups were selected from a United States Electronic Medical Records database of 283 756 patients with RA (mean follow-up, 5 years): never received bDMARD (No bDMARD, n=125 337), tumour necrosis factor inhibitors (TNFi, n=34 873), IL-6i (n=1884), T-cell inhibitors (n=5935) and IL-6i+T cell inhibitor abatacept (n=1213). Probability and risk for T2DM were estimated with adjustment for relevant confounders. RESULTS In the cohort of 169 242 patients with a mean 4.5 years of follow-up and a mean 641 200 person years of follow-up, the adjusted probability of developing T2DM was significantly lower in the IL-6i (probability, 1%; 95% CI 0.6 to 2.0), T-cell inhibitor (probability, 3%; 95% CI 2.3 to 3.3) and IL-6i+T cell inhibitor (probability, 2%; 95% CI 0.1 to 2.9) groups than in the No bDMARD (probability, 5%; 95% CI 4.6 to 4.9) and TNFi (probability, 4%; 95% CI 3.7 to 4.7) groups. Compared with No bDMARD, the IL-6i and IL-6i+T cell inhibitor groups had 37% (95% CI of HR 0.42 to 0.96) and 34% (95% CI of HR 0.46 to 0.93) significantly lower risk for T2DM, respectively; there was no significant difference in risk in the TNFi (HR 0.99; 95% CI 0.93 to 1.06) and T-cell inhibitor (HR 0.96; 95% CI 0.82 to 1.12) groups. CONCLUSIONS Treatment with IL-6i, with or without T-cell inhibitors, was associated with reduced risk for T2DM compared with TNFi or No bDMARDs; a less pronounced association was observed for the T-cell inhibitor abatacept.
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Affiliation(s)
- Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Parkville, Victoria, Australia
| | - Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Parkville, Victoria, Australia
| | - Jennie H Best
- Pharmaceuticals Division, Genentech, South San Francisco, California, USA
| | - Sara Gale
- Pharmaceuticals Division, Genentech, South San Francisco, California, USA
| | - Attila Pethö-Schramm
- Pharmaceuticals Division, F Hoffmann-La Roche AG, Basel, Basel-Stadt, Switzerland
| | - Khaled Sarsour
- Pharmaceuticals Division, Genentech, South San Francisco, California, USA
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Paul SK, Bhatt DL, Montvida O. The association of amputations and peripheral artery disease in patients with type 2 diabetes mellitus receiving sodium-glucose cotransporter type-2 inhibitors: real-world study. Eur Heart J 2021; 42:1728-1738. [PMID: 33289789 DOI: 10.1093/eurheartj/ehaa956] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 08/18/2020] [Accepted: 11/12/2020] [Indexed: 01/14/2023] Open
Abstract
AIMS The aim of this study was to evaluate the temporal pattern of amputations in patients with type 2 diabetes mellitus (T2DM), the risk of amputations by new and older anti-diabetic drugs (ADDs), and the interplay of peripheral artery disease (PAD) with therapy and amputation risk. METHODS AND RESULTS Using Centricity Electronic Medical Records from USA, 3 293 983 patients with T2DM were identified: 169 739 received sodium-glucose cotransporter type-2 inhibitors (SGLT-2i; no exposure to incretins); 149 826 received glucagon-like peptide 1 receptor agonists [GLP-1RA, no SGLT-2i or dipeptidyl peptidase-4 inhibitor (DPP-4i) exposure]; 448 225 received DPP-4i (no exposure to GLP-1RA or SGLT-2i); and 1 954 353 received other ADDs. The proportion of incident amputations per 10 000 adults ranged between 4.7 and 6.8 during 2000-08 and significantly increased to 12.3 in 2017. Over 17 211 719 person-years follow-up post T2DM diagnosis, the rates per 1000 person-years of any and lower limb amputations (LLAs) were similar between SGLT-2i and incretins [95% confidence interval (CI) range: 1.06-1.67], and significantly higher in other groups (95% CI range: 1.96-2.29). In propensity score-adjusted pairwise analyses, the risk of LLA was not higher in SGLT-2i vs. GLP1-RA [hazard ratio (HR) (95% CI): 0.88 (0.73, 1.05)], and lower in SGLT-2i vs. DPP-4i/other ADD [HR (95% CI): 0.65 (0.56, 0.75)/0.43 (0.37, 0.49)]. The rate of LLA was similar in patients treated with canagliflozin, empagliflozin, or dapagliflozin. Patients with PAD had more than four-fold higher LLA risk (range of 95% CI of HR: 3.6-6.0). CONCLUSION The risk of amputation in patients treated with SGLT-2i and incretins was not higher compared with other ADDs. Pre-existing PAD was the greatest driver of amputation risk.
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Affiliation(s)
- Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne, The Royal Melbourne Hospital - City Campus, 7 East, Main Building, Grattan Street, Parkville Victoria 3050, Australia
| | - Deepak L Bhatt
- Brigham and Women's Hospital Heart & Vascular Center and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Olga Montvida
- Melbourne EpiCentre, University of Melbourne, The Royal Melbourne Hospital - City Campus, 7 East, Main Building, Grattan Street, Parkville Victoria 3050, Australia
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Masulli M, Della Pepa G, Cocozza S, Capasso M, Pignataro P, Vitale M, Gastaldelli A, Russo M, Dolce P, Riccardi G, Rivellese AA, Vaccaro O. The Pro12Ala polymorphism of PPARγ2 modulates beta cell function and failure to oral glucose-lowering drugs in patients with type 2 diabetes. Diabetes Metab Res Rev 2021; 37:e3392. [PMID: 32783395 DOI: 10.1002/dmrr.3392] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 07/18/2020] [Accepted: 08/06/2020] [Indexed: 11/12/2022]
Abstract
BACKGROUND We evaluate whether the Pro12Ala polymorphism of peroxisome proliferator-activated receptor γ2 (PPARγ2) has a role in the progression of diabetes by modulating the occurrence of treatment failure to glucose-lowering drugs. METHODS We studied 215 patients with type 2 diabetes participating in the Thiazolidinediones Or Sulphonylureas and Cardiovascular Accidents Intervention Trial study. All participants were insufficiently controlled (glycated haemoglobin [HbA1c ] 7.0%-9.0%) with metformin 2 g/day and were randomly allocated to add-on pioglitazone or a sulfonylurea. Treatment failure was defined as HbA1c ≥8% on two consecutive visits, 3 months apart. RESULTS Carriers or non-carriers of the polymorphism had similar age, body mass index, and diabetes duration. Ala carriers had lower fasting plasma insulin, better insulin sensitivity (Homeostasis Model Assessment [HOMA]2-%S), and worse beta cell secretion (HOMA2-%B) than non-carriers. During 24 months of follow-up, 32.5% among the Ala carriers and 8.6% among non-carriers (P < 0.001) developed treatment failure with a cumulative incidence of 18.6 vs 4.6/100 person-years. Those patients who developed treatment failure were older, had a younger age at diabetes diagnosis (48 ± 10 vs 52 ± 7 years; P = 0.032), higher HbA1c (8.1 ± 0.5 vs 7.7 ± 0.5%; P < 0.001), and lower HOMA2-%B (30 ± 12 vs 46 ± 29; P = 0.015) at study entry, as compared to those who did not develop treatment failure. At multivariate analysis, the Pro12Ala polymorphism was significantly associated with treatment failure (hazard ratio [HR] 4.45; 95% confidence interval [CI] 1.79-11.1; P < 0.001); HbA1c at study entry was the other independent predictor of failure in this study population. CONCLUSION The Pro12Ala polymorphism is associated with a greater insulin sensitivity, reduced beta cell function and a substantially increased risk of treatment failure.
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Affiliation(s)
- Maria Masulli
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Giuseppe Della Pepa
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Sara Cocozza
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Mario Capasso
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
- CEINGE Advanced Biotechnologies, Naples, Italy
| | - Piero Pignataro
- Department of Molecular Medicine and Medical Biotechnologies, University of Naples Federico II, Naples, Italy
| | - Marilena Vitale
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | | | - Marco Russo
- Institute of Clinical Physiology National Research Council, Pisa, Italy
| | - Pasquale Dolce
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Gabriele Riccardi
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Angela A Rivellese
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
| | - Olga Vaccaro
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples, Italy
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Dibato JE, Montvida O, Zaccardi F, Sargeant JA, Davies MJ, Khunti K, Paul SK. Association of Cardiometabolic Multimorbidity and Depression With Cardiovascular Events in Early-Onset Adult Type 2 Diabetes: A Multiethnic Study in the U.S. Diabetes Care 2021; 44:231-239. [PMID: 33177170 DOI: 10.2337/dc20-2045] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 10/12/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the temporal patterns of cardiometabolic multimorbidity (CM) and depression in White Caucasians (WCs) and African Americans (AAs) with early-onset type 2 diabetes and their impact on long-term atherosclerotic cardiovascular disease (ASCVD). RESEARCH DESIGN AND METHODS From U.S. electronic medical records, 101,104 AA and 505,336 WC subjects with type 2 diabetes diagnosed between 2000 and 2017 were identified (mean follow-up 5.3 years). Among those without ASCVD at diagnosis, risk of ASCVD and three-point major adverse cardiovascular events (MACE-3) (heart failure, myocardial infarction, or stroke) was evaluated between ethnicities by age-groups. RESULTS The proportion of patients diagnosed at <50 years of age increased during 2012-2017 (AA 34-38%, WC 26-29%). Depression prevalence increased during 2000-2017 (AA 15-23%, WC 20-34%), with an increasing trend for CM at diagnosis in both groups. Compared with WC, the adjusted MACE-3 risk was significantly higher in AA across all age-groups, more pronounced in the 18-39-year age-group (hazard ratio 95% CI 1.42, 1.88), and in patients with and without depression. AAs had a 17% (1.05, 1.31) significantly higher adjusted ASCVD risk in the 18-39-year age-group only. Depression was independently associated with ASCVD and MACE-3 risk in both ethnic groups across all age-groups. Other comorbidities were independently associated with ASCVD and MACE-3 risk only among WCs. CONCLUSIONS AAs have higher cardiovascular risk compared with WCs, particularly in early-onset type 2 diabetes. CM and depression at diabetes diagnosis have been increasing over the past two decades in both ethnic groups. Strategies for screening and optimal management of CM and depression, particularly in early-onset type 2 diabetes, may result in a lower cardiovascular risk.
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Affiliation(s)
- John Epoh Dibato
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
| | - Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
| | - Francesco Zaccardi
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, U.K
| | - Jack Alistair Sargeant
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, U.K.,Leicester NIHR Biomedical Research Centre, Leicester, U.K
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, U.K.,Leicester NIHR Biomedical Research Centre, Leicester, U.K
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, U.K.,Leicester NIHR Biomedical Research Centre, Leicester, U.K
| | - Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
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Montvida O, Verma S, Shaw JE, Paul SK. Cardiometabolic risk factor control in black and white people in the United States initiating sodium-glucose co-transporter-2 inhibitors: A real-world study. Diabetes Obes Metab 2020; 22:2384-2397. [PMID: 32744394 DOI: 10.1111/dom.14164] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 07/19/2020] [Accepted: 07/29/2020] [Indexed: 01/08/2023]
Abstract
AIMS To explore cardiometabolic risk profiles, the probability of sustainable control, and the effectiveness of treatment with sodium-glucose co-transporter-2 (SGLT2) inhibitors in black and white adults in the United States with type 2 diabetes. MATERIALS AND METHODS Using nationally representative US electronic medical records, 72 690 white and 10 004 black adults diagnosed with type 2 diabetes initiating SGLT2 inhibitors during the period 2013 to 2018, continuing it for ≥6 months, and with follow-up of ≥12 months, were identified. Glycated haemoglobin (HbA1c), body weight, systolic blood pressure (SBP) and lipid changes at 6 months, and sustainability of control over 18 months post SGLT2 inhibitor initiation were explored, separately in those with and without atherosclerotic cardiovascular disease (ASCVD). RESULTS The white group was older (58 years) with lower mean HbA1c (8.5%), compared to the black group (age 54 years, HbA1c 9.0%). Body mass index distribution was similar. The proportions of people with uncontrolled SBP, LDL cholesterol, non-HDL cholesterol and triglyceride levels were 24%, 42%, 51% and 62%, respectively, in white patients, and 31%, 51%, 49% and 32%, respectively, in black patients. At 6-month follow-up white and black patients had similar adjusted reductions in HbA1c (1.1%), SBP (8-10 mmHg), LDL cholesterol (0.26 - 0.34 mmol / L) and body weight (1.1-1.4 kg). However, over 18 months' follow-up, compared to white patients, black patients were significantly less likely to achieve sustainable control in HbA1c (odds ratio [OR] 0.67, 95% confidence interval [CI] 0.63-0.72), body weight (OR 0.81, 95% CI 0.72-0.91), SBP (OR 0.67, 95% CI 0.61-0.74) and LDL cholesterol (OR 0.77, 95% CI 0.67-0.89). Triglyceride control was significantly better among black patients. Black patients had a significantly higher risk factor burden, irrespective of ASCVD status. CONCLUSIONS While the effectiveness of SGLT2 inhibitors was similar among black and white patients, irrespective of ASCVD status, black patients continued to have worse cardiometabolic risk factor burden after SGLT2 inhibitor initiation.
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Affiliation(s)
- Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
| | - Subodh Verma
- Division of Cardiac Surgery, University of Toronto, St. Michael' Hospital, Toronto, Canada
| | | | - Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Victoria, Australia
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Third-Line Antidiabetic Therapy Intensification Patterns and Glycaemic Control in Patients with Type 2 Diabetes in the USA: A Real-World Study. Drugs 2020; 80:477-487. [DOI: 10.1007/s40265-020-01279-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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Montvida O, Cai X, Paul SK. Cardiovascular Risk Factor Burden in People With Incident Type 2 Diabetes in the U.S. Receiving Antidiabetic and Cardioprotective Therapies. Diabetes Care 2019; 42:644-650. [PMID: 30679305 DOI: 10.2337/dc18-1865] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 12/27/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Individualized treatment of patients with diabetes requires detailed evaluation of risk factor dynamics at the population level. This study evaluated the persistent glycemic and cardiovascular (CV) risk factor burden over 2 years after treatment intensification (TI). RESEARCH DESIGN AND METHODS From U.S. Centricity Electronic Medical Records, 276,884 patients with incident type 2 diabetes who intensified metformin were selected. Systolic blood pressure (SBP) ≥130/140 mmHg and LDL ≥70/100 mg/dL were defined as uncontrolled for those with/without a history of CV disease at TI. Triglycerides ≥150 mg/dL and HbA1c ≥7.5% (58 mmol/mol) were defined as uncontrolled. Longitudinal measures over 2 years after TI were used to define risk factor burden. RESULTS With 3.7 years' mean follow-up, patients were 59 years; 70% were obese; 22% had a history of CV disease; 60, 30, 50, and 48% had uncontrolled HbA1c, SBP, LDL, and triglycerides, respectively, at TI; and 81% and 69% were receiving antihypertensive and lipid-modifying therapies, respectively. The proportion of patients with consistently uncontrolled HbA1c increased from 31% in 2005 to 41% in 2014. Among those on lipid-modifying drugs, 41% and 37% had consistently high LDL and triglycerides over 2 years, respectively. Being on antihypertensive therapies, 29% had consistently uncontrolled SBP. Among patients receiving cardioprotective therapies, 63% failed to achieve control in HbA1c + LDL, 57% in HbA1c + SBP, 55% in LDL + SBP, and 63% in HbA1c + triglycerides over 2 years after TI. CONCLUSIONS Among patients on multiple therapies for risk factor control, more than one-third had uncontrolled HbA1c, lipid, and SBP levels, and more than one-half had two CV risk factors that were simultaneously uncontrolled after TI.
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Affiliation(s)
- Olga Montvida
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
| | - Xiaoling Cai
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
| | - Sanjoy K Paul
- Melbourne EpiCentre, University of Melbourne and Melbourne Health, Melbourne, Australia
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Jermendy G, Kiss Z, Rokszin G, Abonyi-Tóth Z, Wittmann I, Kempler P. Persistence to Treatment with Novel Antidiabetic Drugs (Dipeptidyl Peptidase-4 Inhibitors, Sodium-Glucose Co-Transporter-2 Inhibitors, and Glucagon-Like Peptide-1 Receptor Agonists) in People with Type 2 Diabetes: A Nationwide Cohort Study. Diabetes Ther 2018; 9:2133-2141. [PMID: 30120754 PMCID: PMC6167279 DOI: 10.1007/s13300-018-0483-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION Adequate persistence to antidiabetic treatment is highly important to achieve proper glycemic control. In this study we evaluate the persistence to treatment with dipeptidyl peptidase-4 inhibitors, sodium-glucose co-transporter-2 inhibitors, and glucagon-like peptide-1 receptor agonists in a nationwide cohort of patients with type 2 diabetes. METHODS Using a central database in Hungary, we analyzed the persistence to the treatment with dipeptidyl peptidase-4 inhibitors (n = 59,900), sodium-glucose co-transporter-2 inhibitors (n = 26,052), and glucagon-like peptide-1 receptor agonists (n = 17,332) at treatment intensification between 2014 and 2016. We also compared the persistence of dipeptidyl peptidase-4 inhibitors (n = 9163) and sodium-glucose co-transporter-2 inhibitors (n = 1257) in initial therapy to that of metformin (n = 79,305) or sulfonylureas (n = 29,057). The rates of persistence to treatment and risk of non-persistence are reported. RESULTS The persistence rates of dipeptidyl peptidase-4 inhibitors, sodium-glucose co-transporter-2 inhibitors, and glucagon-like peptide-1 receptor agonists at treatment intensification were 69.6%, 67.8%, and 66.3% at year 1 which decreased to 57.3%, 56.8%, and 52.1% by year 2, respectively. The risk of non-persistence was higher by 6.6% (95% CI 3.6-9.6) for sodium-glucose co-transporter-2 inhibitors and by 8.3% (95% CI 5.0-11.5) for glucagon-like peptide-1 receptor agonists as compared to dipeptidyl peptidase-4 inhibitors. Novel oral antidiabetic drugs in fixed versus free add-on combinations with metformin had higher persistence. The persistence to treatment with novel oral antidiabetic drugs in initial therapy was better (dipeptidyl peptidase-4 inhibitors, 59.6% and 47.6%; sodium-glucose co-transporter-2 inhibitors, 61.9% and 47.0%) than that of initial monotherapy with metformin (47.0% and 39.1%) or sulfonylureas (52.4% and 41.8%) at years 1 and 2, respectively. CONCLUSION Analysis of persistence of treatment with novel glucose-lowering medications revealed differences between drug classes, favoring dipeptidyl peptidase-4 inhibitors vs. sodium-glucose co-transporter-2 inhibitors and glucagon-like peptide-1 receptor agonists. Persistence data of novel antihyperglycemic agents may be useful for guiding the decision at initiation of antidiabetic treatment. FUNDING Hungarian Diabetes Association. Plain language summary available for this article.
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Affiliation(s)
- György Jermendy
- Bajcsy-Zsilinszky Hospital, Maglódi út 89-91, 1106, Budapest, Hungary.
| | - Zoltán Kiss
- Faculty of Medicine, 2nd Department of Medicine and Nephrological Center, University of Pécs, Pacsirta út 1, 7624, Pécs, Hungary
| | - György Rokszin
- RxTarget Ltd, Bacsó Nándor út 10, 5000, Szolnok, Hungary
| | | | - István Wittmann
- Faculty of Medicine, 2nd Department of Medicine and Nephrological Center, University of Pécs, Pacsirta út 1, 7624, Pécs, Hungary
| | - Péter Kempler
- Faculty of Medicine, 1st Department of Medicine, Semmelweis University, Korányi Sándor út 2, 1083, Budapest, Hungary
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