Literature DB >> 30177468

Assessing use of patient-focused pharmacotherapy in glycemic management through the Diabetes Collaborative Registry (DCR).

Suzanne V Arnold1, Darren K McGuire2, Silvio E Inzucchi3, Fengming Tang4, Sanjeev N Mehta5, Carolyn S P Lam6, Abhinav Goyal7, Laurence S Sperling7, Nathan D Wong8, Niklas Hammar9, Peter Fenici10, Mikhail Kosiborod4.   

Abstract

BACKGROUND: Although practice guidelines stress individualization of glucose management in patients with type 2 diabetes (T2D), the extent to which providers take patient factors into account when selecting medications is not well known.
METHODS: Diabetes Collaborative Registry (DCR) is an outpatient diabetes registry including primary care, cardiology, and endocrinology practices. T2D medications were grouped as those which may be suboptimal for key patient subgroups, and we examined patient factors associated with use of these agents using hierarchical, multivariable Poisson models.
RESULTS: In DCR, 157,551 patients from 374 US practices were prescribed a glucose-lowering medication. Patients with morbid obesity were more likely treated with medications prone to cause weight gain (relative rate [RR] 1.09, 95% CI 1.07-1.11). Older patients were more likely to be treated with medications with increased risk of hypoglycemia (RR 1.04 per 5 years, 95% CI 1.04-1.05). Patients with CKD 4/5 were less likely to be treated with agents with known risk in patients with advanced CKD (RR 0.74, 95% CI 0.71-0.77). Patients with coronary artery disease were no more or less likely to be treated with medications with potential cardiovascular safety issues (RR 0.99, 95% CI 0.96-1.01).
CONCLUSIONS: We observed some targeted use of glucose-lowering therapies in certain subgroups but also identified potential opportunities for better personalization of treatment. Data sources such as the DCR can highlight potential areas for improving targeted approaches to pharmacologic therapy in order to optimize selection of patients most likely to benefit (and least likely to be harmed) from treatments.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Diabetes mellitus; Medications; Patient safety; Personalized medicine; Registries

Mesh:

Substances:

Year:  2018        PMID: 30177468      PMCID: PMC7021208          DOI: 10.1016/j.jdiacomp.2018.02.009

Source DB:  PubMed          Journal:  J Diabetes Complications        ISSN: 1056-8727            Impact factor:   2.852


  23 in total

Review 1.  Model-based estimation of relative risks and other epidemiologic measures in studies of common outcomes and in case-control studies.

Authors:  Sander Greenland
Journal:  Am J Epidemiol       Date:  2004-08-15       Impact factor: 4.897

2.  A modified poisson regression approach to prospective studies with binary data.

Authors:  Guangyong Zou
Journal:  Am J Epidemiol       Date:  2004-04-01       Impact factor: 4.897

Review 3.  8. Pharmacologic Approaches to Glycemic Treatment.

Authors: 
Journal:  Diabetes Care       Date:  2017-01       Impact factor: 19.112

4.  Effects on the incidence of cardiovascular events of the addition of pioglitazone versus sulfonylureas in patients with type 2 diabetes inadequately controlled with metformin (TOSCA.IT): a randomised, multicentre trial.

Authors:  Olga Vaccaro; Maria Masulli; Antonio Nicolucci; Enzo Bonora; Stefano Del Prato; Aldo P Maggioni; Angela A Rivellese; Sebastiano Squatrito; Carlo B Giorda; Giorgio Sesti; Paolo Mocarelli; Giuseppe Lucisano; Michele Sacco; Stefano Signorini; Fabrizio Cappellini; Gabriele Perriello; Anna Carla Babini; Annunziata Lapolla; Giovanna Gregori; Carla Giordano; Laura Corsi; Raffaella Buzzetti; Gennaro Clemente; Graziano Di Cianni; Rossella Iannarelli; Renzo Cordera; Olga La Macchia; Chiara Zamboni; Cristiana Scaranna; Massimo Boemi; Ciro Iovine; Davide Lauro; Sergio Leotta; Elisabetta Dall'Aglio; Emanuela Cannarsa; Laura Tonutti; Giuseppe Pugliese; Antonio C Bossi; Roberto Anichini; Francesco Dotta; Antonino Di Benedetto; Giuseppe Citro; Daniela Antenucci; Lucia Ricci; Francesco Giorgino; Costanza Santini; Agostino Gnasso; Salvatore De Cosmo; Donatella Zavaroni; Monica Vedovato; Agostino Consoli; Maria Calabrese; Paolo di Bartolo; Paolo Fornengo; Gabriele Riccardi
Journal:  Lancet Diabetes Endocrinol       Date:  2017-09-13       Impact factor: 32.069

5.  Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes.

Authors:  Bruce Neal; Vlado Perkovic; Kenneth W Mahaffey; Dick de Zeeuw; Greg Fulcher; Ngozi Erondu; Wayne Shaw; Gordon Law; Mehul Desai; David R Matthews
Journal:  N Engl J Med       Date:  2017-06-12       Impact factor: 91.245

6.  Mortality risk among sulfonylureas: a systematic review and network meta-analysis.

Authors:  Scot H Simpson; Jayson Lee; Sabina Choi; Ben Vandermeer; Ahmed S Abdelmoneim; Travis R Featherstone
Journal:  Lancet Diabetes Endocrinol       Date:  2014-10-22       Impact factor: 32.069

7.  Glucose-Lowering Medications and Angina Burden in Patients with Stable Coronary Disease: results from the Type 2 Diabetes Evaluation of Ranolazine in Subjects With Chronic Stable Angina (TERISA) Trial.

Authors:  Suzanne V Arnold; Darren K McGuire; John A Spertus; Fengming Tang; Patrick Yue; Silvio E Inzucchi; Luiz Belardinelli; Bernard R Chaitman; Mikhail Kosiborod
Journal:  Am Heart J       Date:  2015-07-26       Impact factor: 4.749

8.  Pioglitazone after Ischemic Stroke or Transient Ischemic Attack.

Authors:  Walter N Kernan; Catherine M Viscoli; Karen L Furie; Lawrence H Young; Silvio E Inzucchi; Mark Gorman; Peter D Guarino; Anne M Lovejoy; Peter N Peduzzi; Robin Conwit; Lawrence M Brass; Gregory G Schwartz; Harold P Adams; Leo Berger; Antonio Carolei; Wayne Clark; Bruce Coull; Gary A Ford; Dawn Kleindorfer; John R O'Leary; Mark W Parsons; Peter Ringleb; Souvik Sen; J David Spence; David Tanne; David Wang; Toni R Winder
Journal:  N Engl J Med       Date:  2016-02-17       Impact factor: 91.245

9.  Lower Risk of Heart Failure and Death in Patients Initiated on Sodium-Glucose Cotransporter-2 Inhibitors Versus Other Glucose-Lowering Drugs: The CVD-REAL Study (Comparative Effectiveness of Cardiovascular Outcomes in New Users of Sodium-Glucose Cotransporter-2 Inhibitors).

Authors:  Mikhail Kosiborod; Matthew A Cavender; Alex Z Fu; John P Wilding; Kamlesh Khunti; Reinhard W Holl; Anna Norhammar; Kåre I Birkeland; Marit Eika Jørgensen; Marcus Thuresson; Niki Arya; Johan Bodegård; Niklas Hammar; Peter Fenici
Journal:  Circulation       Date:  2017-05-18       Impact factor: 29.690

Review 10.  The Association between Sulfonylurea Use and All-Cause and Cardiovascular Mortality: A Meta-Analysis with Trial Sequential Analysis of Randomized Clinical Trials.

Authors:  Dimitris Varvaki Rados; Lana Catani Pinto; Luciana Reck Remonti; Cristiane Bauermann Leitão; Jorge Luiz Gross
Journal:  PLoS Med       Date:  2016-04-12       Impact factor: 11.069

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  1 in total

1.  Treatment patterns and associated factors in 14 668 people with type 2 diabetes initiating a second-line therapy: Results from the global DISCOVER study programme.

Authors:  Antonio Nicolucci; Bernard Charbonnel; Marília B Gomes; Kamlesh Khunti; Mikhail Kosiborod; Marina V Shestakova; Iichiro Shimomura; Hirotaka Watada; Hungta Chen; Javier Cid-Ruzafa; Peter Fenici; Niklas Hammar; Filip Surmont; Fengming Tang; Stuart Pocock
Journal:  Diabetes Obes Metab       Date:  2019-08-05       Impact factor: 6.577

  1 in total

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