Cargando…

Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss

BACKGROUND AND OBJECTIVES: Intentional weight loss, by reducing insulin resistance, results in both better glycemic control and decreased need for anti-diabetic medications. However, not everyone who is successful with weight loss is able to reduce anti-diabetic medication use. In this retrospective...

Descripción completa

Detalles Bibliográficos
Autores principales: Palamaner Subash Shantha, Ghanshyam, Kumar, Anita Ashok, Kahan, Scott, Irukulla, Pavan Kumar, Cheskin, Lawrence Jay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712020/
https://www.ncbi.nlm.nih.gov/pubmed/23869240
http://dx.doi.org/10.1371/journal.pone.0069285
_version_ 1782277002847322112
author Palamaner Subash Shantha, Ghanshyam
Kumar, Anita Ashok
Kahan, Scott
Irukulla, Pavan Kumar
Cheskin, Lawrence Jay
author_facet Palamaner Subash Shantha, Ghanshyam
Kumar, Anita Ashok
Kahan, Scott
Irukulla, Pavan Kumar
Cheskin, Lawrence Jay
author_sort Palamaner Subash Shantha, Ghanshyam
collection PubMed
description BACKGROUND AND OBJECTIVES: Intentional weight loss, by reducing insulin resistance, results in both better glycemic control and decreased need for anti-diabetic medications. However, not everyone who is successful with weight loss is able to reduce anti-diabetic medication use. In this retrospective cohort study, we assessed the predictive accuracy of baseline triglyceride (TGL)/HDL ratio, a marker of insulin resistance, to screen patients for success in reducing anti-diabetic medication use with weight loss. METHODS: Case records of 121 overweight and obese attendees at two outpatient weight management centers were analyzed. The weight loss intervention consisted of a calorie-restricted diet (~1000Kcal/day deficit), a behavior modification plan, and a plan for increasing physical activity. RESULTS: Mean period of follow-up was 12.5 ± 3.5 months. By study exit, mean weight loss and mean HbA1c% reduction were 15.4 ± 5.5 kgs and 0.5 ± 0.2% respectively. 81 (67%) in the study cohort achieved at least 1 dose reduction of any anti-diabetic medication. Tests for predictive accuracy of baseline TGL/HDL ratio ≤ 3 to determine success with dose reductions of anti-diabetic medications showed a sensitivity, specificity, positive predictive value, negative predictive value, area under the curve, likelihood ratio (LR) + and LR-of 81, 83, 90, 70, 78, 4.8 and 0.2, respectively. Reproducibility of TGL/HDL ratio was acceptable. CONCLUSION: TGL/HDL ratio shows promise as an effective screening tool to determine success with dose reductions of anti-diabetic medications. The results of our study may inform the conduct of a systematic review using data from prior weight loss trials.
format Online
Article
Text
id pubmed-3712020
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-37120202013-07-18 Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss Palamaner Subash Shantha, Ghanshyam Kumar, Anita Ashok Kahan, Scott Irukulla, Pavan Kumar Cheskin, Lawrence Jay PLoS One Research Article BACKGROUND AND OBJECTIVES: Intentional weight loss, by reducing insulin resistance, results in both better glycemic control and decreased need for anti-diabetic medications. However, not everyone who is successful with weight loss is able to reduce anti-diabetic medication use. In this retrospective cohort study, we assessed the predictive accuracy of baseline triglyceride (TGL)/HDL ratio, a marker of insulin resistance, to screen patients for success in reducing anti-diabetic medication use with weight loss. METHODS: Case records of 121 overweight and obese attendees at two outpatient weight management centers were analyzed. The weight loss intervention consisted of a calorie-restricted diet (~1000Kcal/day deficit), a behavior modification plan, and a plan for increasing physical activity. RESULTS: Mean period of follow-up was 12.5 ± 3.5 months. By study exit, mean weight loss and mean HbA1c% reduction were 15.4 ± 5.5 kgs and 0.5 ± 0.2% respectively. 81 (67%) in the study cohort achieved at least 1 dose reduction of any anti-diabetic medication. Tests for predictive accuracy of baseline TGL/HDL ratio ≤ 3 to determine success with dose reductions of anti-diabetic medications showed a sensitivity, specificity, positive predictive value, negative predictive value, area under the curve, likelihood ratio (LR) + and LR-of 81, 83, 90, 70, 78, 4.8 and 0.2, respectively. Reproducibility of TGL/HDL ratio was acceptable. CONCLUSION: TGL/HDL ratio shows promise as an effective screening tool to determine success with dose reductions of anti-diabetic medications. The results of our study may inform the conduct of a systematic review using data from prior weight loss trials. Public Library of Science 2013-07-15 /pmc/articles/PMC3712020/ /pubmed/23869240 http://dx.doi.org/10.1371/journal.pone.0069285 Text en © 2013 Palamaner Subash Shantha et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Palamaner Subash Shantha, Ghanshyam
Kumar, Anita Ashok
Kahan, Scott
Irukulla, Pavan Kumar
Cheskin, Lawrence Jay
Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title_full Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title_fullStr Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title_full_unstemmed Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title_short Triglyceride/HDL Ratio as a Screening Tool for Predicting Success at Reducing Anti-Diabetic Medications Following Weight Loss
title_sort triglyceride/hdl ratio as a screening tool for predicting success at reducing anti-diabetic medications following weight loss
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3712020/
https://www.ncbi.nlm.nih.gov/pubmed/23869240
http://dx.doi.org/10.1371/journal.pone.0069285
work_keys_str_mv AT palamanersubashshanthaghanshyam triglyceridehdlratioasascreeningtoolforpredictingsuccessatreducingantidiabeticmedicationsfollowingweightloss
AT kumaranitaashok triglyceridehdlratioasascreeningtoolforpredictingsuccessatreducingantidiabeticmedicationsfollowingweightloss
AT kahanscott triglyceridehdlratioasascreeningtoolforpredictingsuccessatreducingantidiabeticmedicationsfollowingweightloss
AT irukullapavankumar triglyceridehdlratioasascreeningtoolforpredictingsuccessatreducingantidiabeticmedicationsfollowingweightloss
AT cheskinlawrencejay triglyceridehdlratioasascreeningtoolforpredictingsuccessatreducingantidiabeticmedicationsfollowingweightloss