Cargando…

Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine

AIMS: Defining responders to glucose lowering therapy can be important for both clinical care and for the development of a stratified approach to diabetes management. Response is commonly defined by either HbA1c change after treatment or whether a target HbA1c is achieved. We aimed to determine the...

Descripción completa

Detalles Bibliográficos
Autores principales: Jones, Angus G., Shields, Beverley M., Hyde, Christopher J., Henley, William E., Hattersley, Andrew T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207765/
https://www.ncbi.nlm.nih.gov/pubmed/25340784
http://dx.doi.org/10.1371/journal.pone.0111235
_version_ 1782341028237279232
author Jones, Angus G.
Shields, Beverley M.
Hyde, Christopher J.
Henley, William E.
Hattersley, Andrew T.
author_facet Jones, Angus G.
Shields, Beverley M.
Hyde, Christopher J.
Henley, William E.
Hattersley, Andrew T.
author_sort Jones, Angus G.
collection PubMed
description AIMS: Defining responders to glucose lowering therapy can be important for both clinical care and for the development of a stratified approach to diabetes management. Response is commonly defined by either HbA1c change after treatment or whether a target HbA1c is achieved. We aimed to determine the extent to which the individuals identified as responders and non-responders to glucose lowering therapy, and their characteristics, depend on the response definition chosen. METHODS: We prospectively studied 230 participants commencing GLP-1 agonist therapy. We assessed participant characteristics at baseline and repeated HbA1c after 3 months treatment. We defined responders (best quartile of response) based on HbA1c change or HbA1c achieved. We assessed the extent to which these methods identified the same individuals and how this affected the baseline characteristics associated with treatment response. RESULTS: Different definitions of response identified different participants. Only 39% of responders by one definition were also good responders by the other. Characteristics associated with good response depend on the response definition chosen: good response by HbA1c achieved was associated with low baseline HbA1c (p<0.001), high C-peptide (p<0.001) and shorter diabetes duration (p = 0.01) whereas response defined by HbA1c change was associated with high HbA1c (p<0.001) only. We describe a simple novel method of defining treatment response based on a combination of HbA1c change and HbA1c achieved that defines response groups with similar baseline glycaemia. CONCLUSIONS: The outcome of studies aiming to identify predictors of treatment response to glucose lowering therapy may depend on how response is defined. Alternative definitions of response should be considered which minimise influence of baseline glycaemia.
format Online
Article
Text
id pubmed-4207765
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-42077652014-10-27 Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine Jones, Angus G. Shields, Beverley M. Hyde, Christopher J. Henley, William E. Hattersley, Andrew T. PLoS One Research Article AIMS: Defining responders to glucose lowering therapy can be important for both clinical care and for the development of a stratified approach to diabetes management. Response is commonly defined by either HbA1c change after treatment or whether a target HbA1c is achieved. We aimed to determine the extent to which the individuals identified as responders and non-responders to glucose lowering therapy, and their characteristics, depend on the response definition chosen. METHODS: We prospectively studied 230 participants commencing GLP-1 agonist therapy. We assessed participant characteristics at baseline and repeated HbA1c after 3 months treatment. We defined responders (best quartile of response) based on HbA1c change or HbA1c achieved. We assessed the extent to which these methods identified the same individuals and how this affected the baseline characteristics associated with treatment response. RESULTS: Different definitions of response identified different participants. Only 39% of responders by one definition were also good responders by the other. Characteristics associated with good response depend on the response definition chosen: good response by HbA1c achieved was associated with low baseline HbA1c (p<0.001), high C-peptide (p<0.001) and shorter diabetes duration (p = 0.01) whereas response defined by HbA1c change was associated with high HbA1c (p<0.001) only. We describe a simple novel method of defining treatment response based on a combination of HbA1c change and HbA1c achieved that defines response groups with similar baseline glycaemia. CONCLUSIONS: The outcome of studies aiming to identify predictors of treatment response to glucose lowering therapy may depend on how response is defined. Alternative definitions of response should be considered which minimise influence of baseline glycaemia. Public Library of Science 2014-10-23 /pmc/articles/PMC4207765/ /pubmed/25340784 http://dx.doi.org/10.1371/journal.pone.0111235 Text en © 2014 Jones 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
Jones, Angus G.
Shields, Beverley M.
Hyde, Christopher J.
Henley, William E.
Hattersley, Andrew T.
Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title_full Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title_fullStr Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title_full_unstemmed Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title_short Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine
title_sort identifying good responders to glucose lowering therapy in type 2 diabetes: implications for stratified medicine
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207765/
https://www.ncbi.nlm.nih.gov/pubmed/25340784
http://dx.doi.org/10.1371/journal.pone.0111235
work_keys_str_mv AT jonesangusg identifyinggoodresponderstoglucoseloweringtherapyintype2diabetesimplicationsforstratifiedmedicine
AT shieldsbeverleym identifyinggoodresponderstoglucoseloweringtherapyintype2diabetesimplicationsforstratifiedmedicine
AT hydechristopherj identifyinggoodresponderstoglucoseloweringtherapyintype2diabetesimplicationsforstratifiedmedicine
AT henleywilliame identifyinggoodresponderstoglucoseloweringtherapyintype2diabetesimplicationsforstratifiedmedicine
AT hattersleyandrewt identifyinggoodresponderstoglucoseloweringtherapyintype2diabetesimplicationsforstratifiedmedicine