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Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions
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....
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6169213/ https://www.ncbi.nlm.nih.gov/pubmed/30327785 http://dx.doi.org/10.1155/2018/7153087 |
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author | Gentile, Sandro Strollo, Felice Viazzi, Francesca Russo, Giuseppina Piscitelli, Pamela Ceriello, Antonio Giorda, Carlo Guida, Piero Fioretto, Paola Pontremoli, Roberto De Cosmo, Salvatore the AMD-Annals Study Group, |
author_facet | Gentile, Sandro Strollo, Felice Viazzi, Francesca Russo, Giuseppina Piscitelli, Pamela Ceriello, Antonio Giorda, Carlo Guida, Piero Fioretto, Paola Pontremoli, Roberto De Cosmo, Salvatore the AMD-Annals Study Group, |
author_sort | Gentile, Sandro |
collection | PubMed |
description | 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 m(2) (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 m(2), 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. |
format | Online Article Text |
id | pubmed-6169213 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-61692132018-10-16 Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions Gentile, Sandro Strollo, Felice Viazzi, Francesca Russo, Giuseppina Piscitelli, Pamela Ceriello, Antonio Giorda, Carlo Guida, Piero Fioretto, Paola Pontremoli, Roberto De Cosmo, Salvatore the AMD-Annals Study Group, J Diabetes Res Research Article 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 m(2) (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 m(2), 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. Hindawi 2018-09-19 /pmc/articles/PMC6169213/ /pubmed/30327785 http://dx.doi.org/10.1155/2018/7153087 Text en Copyright © 2018 Sandro Gentile et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gentile, Sandro Strollo, Felice Viazzi, Francesca Russo, Giuseppina Piscitelli, Pamela Ceriello, Antonio Giorda, Carlo Guida, Piero Fioretto, Paola Pontremoli, Roberto De Cosmo, Salvatore the AMD-Annals Study Group, Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title | Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title_full | Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title_fullStr | Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title_full_unstemmed | Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title_short | Five-Year Predictors of Insulin Initiation in People with Type 2 Diabetes under Real-Life Conditions |
title_sort | five-year predictors of insulin initiation in people with type 2 diabetes under real-life conditions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6169213/ https://www.ncbi.nlm.nih.gov/pubmed/30327785 http://dx.doi.org/10.1155/2018/7153087 |
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