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Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake
Background: Prediabetes phenotypes differ based on whether an individual exhibits impaired glucose tolerance (IGT), impaired fasting glucose (IFG), or both. The traditional diabetes prevention approach focused on weight loss via fat/caloric restriction and exercise appears less effective in those wi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8090325/ http://dx.doi.org/10.1210/jendso/bvab048.659 |
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author | McKenzie, Amy Athinarayanan, Shaminie Adams, Rebecca Hallberg, Sarah Volek, Jeff Phinney, Stephen D |
author_facet | McKenzie, Amy Athinarayanan, Shaminie Adams, Rebecca Hallberg, Sarah Volek, Jeff Phinney, Stephen D |
author_sort | McKenzie, Amy |
collection | PubMed |
description | Background: Prediabetes phenotypes differ based on whether an individual exhibits impaired glucose tolerance (IGT), impaired fasting glucose (IFG), or both. The traditional diabetes prevention approach focused on weight loss via fat/caloric restriction and exercise appears less effective in those with IFG. Given that even transient regression to normal glucose regulation is associated with reduced risk of progression to type 2 diabetes, interventions that elicit normal fasting glucose (NFG) may be beneficial. Here, we explored predictors of normalization of fasting glucose (FG) over one-year treatment with carbohydrate restricted nutrition therapy (Carb-R) delivered via a continuous remote care model. Methods: Data were obtained from medical records of adults with prediabetes who were treated at least one year at time of analysis. Of 738 patients with an antecedent prediabetes diagnosis, 460 had IFG (100mg/dL to 125mg/dL) at enrollment in the clinic and were included in this analysis. Patients were counseled on Carb-R targeting nutritional ketosis (NK) and reported fasting blood glucose, blood beta-hydroxybutyrate (BHB), and weight via an app facilitating remote monitoring and medical/coaching support. BHB ≥0.5 mM indicated NK. Cox proportional hazard regression was used to model time of first incidence of NFG at 3, 6, 9, and 12 months and to assess if normalization of fasting glucose was associated with baseline factors, weight change, metformin use, and degree or frequency of NK achieved, analyzed separately. Mean±SE is reported. Results: Patients with IFG were 53.9±0.4 years of age, 64.0% female, HbA1c 5.92±0.02%, and fasting glucose 114.5±0.8 mg/dL at enrollment. During treatment, 199 (43.3%) patients normalized FG at ≥1 time point with mean weight loss of 10.0±0.4 kg (-8.9%) at time of normalization, 192 (41.7%) did not, and 69 (15.0%) were missing glucose data. In an adjusted multivariate model, lower baseline HbA1c (HR 0.60, p=0.03), female sex (HR 1.39, p=0.04), and greater mean BHB value (HR 1.83, p<0.001) or higher proportion of days on which NK was reported (HR 3.23, p<0.001) were associated with reversion to NFG. Age, metformin use, weight change, and baseline fasting glucose, weight, triglycerides, HDL-C, and LDL-C were not associated with reversion to NFG (p>0.05). Conclusions: Greater adherence to Carb-R indicated by greater BHB values and a greater proportion of days in NK were strongly associated with normalization of FG in prediabetes patients with IFG. Weight loss, a common goal for diabetes prevention, was not associated with reversion to NFG. Future studies should assess the effects of Carb-R including NK in other prediabetes phenotypes and on progression to type 2 diabetes. |
format | Online Article Text |
id | pubmed-8090325 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-80903252021-05-06 Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake McKenzie, Amy Athinarayanan, Shaminie Adams, Rebecca Hallberg, Sarah Volek, Jeff Phinney, Stephen D J Endocr Soc Diabetes Mellitus and Glucose Metabolism Background: Prediabetes phenotypes differ based on whether an individual exhibits impaired glucose tolerance (IGT), impaired fasting glucose (IFG), or both. The traditional diabetes prevention approach focused on weight loss via fat/caloric restriction and exercise appears less effective in those with IFG. Given that even transient regression to normal glucose regulation is associated with reduced risk of progression to type 2 diabetes, interventions that elicit normal fasting glucose (NFG) may be beneficial. Here, we explored predictors of normalization of fasting glucose (FG) over one-year treatment with carbohydrate restricted nutrition therapy (Carb-R) delivered via a continuous remote care model. Methods: Data were obtained from medical records of adults with prediabetes who were treated at least one year at time of analysis. Of 738 patients with an antecedent prediabetes diagnosis, 460 had IFG (100mg/dL to 125mg/dL) at enrollment in the clinic and were included in this analysis. Patients were counseled on Carb-R targeting nutritional ketosis (NK) and reported fasting blood glucose, blood beta-hydroxybutyrate (BHB), and weight via an app facilitating remote monitoring and medical/coaching support. BHB ≥0.5 mM indicated NK. Cox proportional hazard regression was used to model time of first incidence of NFG at 3, 6, 9, and 12 months and to assess if normalization of fasting glucose was associated with baseline factors, weight change, metformin use, and degree or frequency of NK achieved, analyzed separately. Mean±SE is reported. Results: Patients with IFG were 53.9±0.4 years of age, 64.0% female, HbA1c 5.92±0.02%, and fasting glucose 114.5±0.8 mg/dL at enrollment. During treatment, 199 (43.3%) patients normalized FG at ≥1 time point with mean weight loss of 10.0±0.4 kg (-8.9%) at time of normalization, 192 (41.7%) did not, and 69 (15.0%) were missing glucose data. In an adjusted multivariate model, lower baseline HbA1c (HR 0.60, p=0.03), female sex (HR 1.39, p=0.04), and greater mean BHB value (HR 1.83, p<0.001) or higher proportion of days on which NK was reported (HR 3.23, p<0.001) were associated with reversion to NFG. Age, metformin use, weight change, and baseline fasting glucose, weight, triglycerides, HDL-C, and LDL-C were not associated with reversion to NFG (p>0.05). Conclusions: Greater adherence to Carb-R indicated by greater BHB values and a greater proportion of days in NK were strongly associated with normalization of FG in prediabetes patients with IFG. Weight loss, a common goal for diabetes prevention, was not associated with reversion to NFG. Future studies should assess the effects of Carb-R including NK in other prediabetes phenotypes and on progression to type 2 diabetes. Oxford University Press 2021-05-03 /pmc/articles/PMC8090325/ http://dx.doi.org/10.1210/jendso/bvab048.659 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Endocrine Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Diabetes Mellitus and Glucose Metabolism McKenzie, Amy Athinarayanan, Shaminie Adams, Rebecca Hallberg, Sarah Volek, Jeff Phinney, Stephen D Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title | Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title_full | Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title_fullStr | Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title_full_unstemmed | Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title_short | Predictors of Normalization of Fasting Glucose in Patients With Prediabetes Using Remote Continuous Care Emphasizing Low Carbohydrate Intake |
title_sort | predictors of normalization of fasting glucose in patients with prediabetes using remote continuous care emphasizing low carbohydrate intake |
topic | Diabetes Mellitus and Glucose Metabolism |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8090325/ http://dx.doi.org/10.1210/jendso/bvab048.659 |
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