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Oscillatory pattern of glycemic control in patients with diabetes mellitus

Daily glucose variability is higher in diabetic mellitus (DM) patients which has been related to the severity of the disease. However, it is unclear whether glycemic variability displays a specific pattern oscillation or if it is completely random. Thus, to determine glycemic variability pattern, we...

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Autores principales: Vasquez-Muñoz, Manuel, Arce-Alvarez, Alexis, von Igel, Magdalena, Veliz, Carlos, Ruiz-Esquide, Gonzalo, Ramirez-Campillo, Rodrigo, Alvarez, Cristian, Ramirez-Velez, Robinson, Crespo, Fernando A., Izquierdo, Mikel, Del Rio, Rodrigo, Andrade, David C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7970978/
https://www.ncbi.nlm.nih.gov/pubmed/33707491
http://dx.doi.org/10.1038/s41598-021-84822-5
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author Vasquez-Muñoz, Manuel
Arce-Alvarez, Alexis
von Igel, Magdalena
Veliz, Carlos
Ruiz-Esquide, Gonzalo
Ramirez-Campillo, Rodrigo
Alvarez, Cristian
Ramirez-Velez, Robinson
Crespo, Fernando A.
Izquierdo, Mikel
Del Rio, Rodrigo
Andrade, David C.
author_facet Vasquez-Muñoz, Manuel
Arce-Alvarez, Alexis
von Igel, Magdalena
Veliz, Carlos
Ruiz-Esquide, Gonzalo
Ramirez-Campillo, Rodrigo
Alvarez, Cristian
Ramirez-Velez, Robinson
Crespo, Fernando A.
Izquierdo, Mikel
Del Rio, Rodrigo
Andrade, David C.
author_sort Vasquez-Muñoz, Manuel
collection PubMed
description Daily glucose variability is higher in diabetic mellitus (DM) patients which has been related to the severity of the disease. However, it is unclear whether glycemic variability displays a specific pattern oscillation or if it is completely random. Thus, to determine glycemic variability pattern, we measured and analyzed continuous glucose monitoring (CGM) data, in control subjects and patients with DM type-1 (T1D). CGM data was assessed for 6 days (day: 08:00–20:00-h; and night: 20:00–08:00-h). Participants (n = 172; age = 18–80 years) were assigned to T1D (n = 144, females = 65) and Control (i.e., healthy; n = 28, females = 22) groups. Anthropometry, pharmacologic treatments, glycosylated hemoglobin (HbA1c) and years of evolution were determined. T1D females displayed a higher glycemia at 10:00–14:00-h vs. T1D males and Control females. DM patients displays mainly stationary oscillations (deterministic), with circadian rhythm characteristics. The glycemia oscillated between 2 and 6 days. The predictive model of glycemia showed that it is possible to predict hyper and hypoglycemia (R(2) = 0.94 and 0.98, respectively) in DM patients independent of their etiology. Our data showed that glycemic variability had a specific oscillation pattern with circadian characteristics, with episodes of hypoglycemia and hyperglycemia at day phases, which could help therapeutic action for this population.
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spelling pubmed-79709782021-03-19 Oscillatory pattern of glycemic control in patients with diabetes mellitus Vasquez-Muñoz, Manuel Arce-Alvarez, Alexis von Igel, Magdalena Veliz, Carlos Ruiz-Esquide, Gonzalo Ramirez-Campillo, Rodrigo Alvarez, Cristian Ramirez-Velez, Robinson Crespo, Fernando A. Izquierdo, Mikel Del Rio, Rodrigo Andrade, David C. Sci Rep Article Daily glucose variability is higher in diabetic mellitus (DM) patients which has been related to the severity of the disease. However, it is unclear whether glycemic variability displays a specific pattern oscillation or if it is completely random. Thus, to determine glycemic variability pattern, we measured and analyzed continuous glucose monitoring (CGM) data, in control subjects and patients with DM type-1 (T1D). CGM data was assessed for 6 days (day: 08:00–20:00-h; and night: 20:00–08:00-h). Participants (n = 172; age = 18–80 years) were assigned to T1D (n = 144, females = 65) and Control (i.e., healthy; n = 28, females = 22) groups. Anthropometry, pharmacologic treatments, glycosylated hemoglobin (HbA1c) and years of evolution were determined. T1D females displayed a higher glycemia at 10:00–14:00-h vs. T1D males and Control females. DM patients displays mainly stationary oscillations (deterministic), with circadian rhythm characteristics. The glycemia oscillated between 2 and 6 days. The predictive model of glycemia showed that it is possible to predict hyper and hypoglycemia (R(2) = 0.94 and 0.98, respectively) in DM patients independent of their etiology. Our data showed that glycemic variability had a specific oscillation pattern with circadian characteristics, with episodes of hypoglycemia and hyperglycemia at day phases, which could help therapeutic action for this population. Nature Publishing Group UK 2021-03-11 /pmc/articles/PMC7970978/ /pubmed/33707491 http://dx.doi.org/10.1038/s41598-021-84822-5 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Vasquez-Muñoz, Manuel
Arce-Alvarez, Alexis
von Igel, Magdalena
Veliz, Carlos
Ruiz-Esquide, Gonzalo
Ramirez-Campillo, Rodrigo
Alvarez, Cristian
Ramirez-Velez, Robinson
Crespo, Fernando A.
Izquierdo, Mikel
Del Rio, Rodrigo
Andrade, David C.
Oscillatory pattern of glycemic control in patients with diabetes mellitus
title Oscillatory pattern of glycemic control in patients with diabetes mellitus
title_full Oscillatory pattern of glycemic control in patients with diabetes mellitus
title_fullStr Oscillatory pattern of glycemic control in patients with diabetes mellitus
title_full_unstemmed Oscillatory pattern of glycemic control in patients with diabetes mellitus
title_short Oscillatory pattern of glycemic control in patients with diabetes mellitus
title_sort oscillatory pattern of glycemic control in patients with diabetes mellitus
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7970978/
https://www.ncbi.nlm.nih.gov/pubmed/33707491
http://dx.doi.org/10.1038/s41598-021-84822-5
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