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Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries?
BACKGROUND: New technologies are changing diabetes treatment and contributing better outcomes in developed countries. To our knowledge, no previous studies have investigated the comparative effect of sensor-based monitoring on glycemic markers in developing countries like Brazil. The present study a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6947827/ https://www.ncbi.nlm.nih.gov/pubmed/31921360 http://dx.doi.org/10.1186/s13098-019-0513-z |
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author | Calliari, Luis Eduardo P. Krakauer, Marcio Vianna, Andre Gustavo Daher Ram, Yashesvini Barbieri, Douglas Eugenio Xu, Yongjin Dunn, Timothy C. |
author_facet | Calliari, Luis Eduardo P. Krakauer, Marcio Vianna, Andre Gustavo Daher Ram, Yashesvini Barbieri, Douglas Eugenio Xu, Yongjin Dunn, Timothy C. |
author_sort | Calliari, Luis Eduardo P. |
collection | PubMed |
description | BACKGROUND: New technologies are changing diabetes treatment and contributing better outcomes in developed countries. To our knowledge, no previous studies have investigated the comparative effect of sensor-based monitoring on glycemic markers in developing countries like Brazil. The present study aims to evaluate the use of intermittent Continuous Glucose Measurements (iCGM) in a developing country, Brazil, regarding (i) frequency of glucose scans, (ii) its association with glycemic markers and (iii) comparison with these findings to those observed in global population data. METHODS: Glucose results were de-identified and uploaded to a dedicated database when Freestyle Libre™ readers were connected to an internet-ready computer. Data between September 2014 and Dec 2018, comprising 688,640 readers and 7,329,052 sensors worldwide, were analysed (including 17,691 readers and 147,166 sensors from Brazil). Scan rate per reader was determined and each reader was sorted into 20 equally-sized rank ordered groups, categorised by scan frequency. Glucose parameters were calculated for each group, including estimated A1c, time above, below and within range identified as 70–180 mg/dL. RESULTS: In Brazil, reader users performed an average of 14 scans per day, while around the world, reader users performed an average of 12 scans per day (p < 0.01). In Brazil dataset, those in the lowest and in the highest groups scanned on average 3.6 and 43.1 times per day had an estimated A1c of 7.56% (59 mmol/mol) and 6.71% (50 mmol/mol), respectively (p < 0.01). Worldwide, the lowest group and the highest groups scanned 3.4 times/day and 37.8 times/day and had an eA1c of 8.14% (65 mmol/mol) and 6.70% (50 mmol/mol), respectively (p < 0.01). For the scan groups in both populations, the time spent above 180 mg/dL decreased as the scan frequency increased. In both Brazil and around the world, as scan frequency increased, time in range (TIR) increased. In Brazil, TIR increased from 14.15 to 16.62 h/day (p < 0.01). Worldwide, TIR increased from 12.06 to 16.97 h/day (p < 0.01). CONCLUSIONS: We conclude that Brazilian users have a high frequency of scans, more frequent than global data. Similarly to the world findings, increased scan frequency is associated with better glycemic control. |
format | Online Article Text |
id | pubmed-6947827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69478272020-01-09 Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? Calliari, Luis Eduardo P. Krakauer, Marcio Vianna, Andre Gustavo Daher Ram, Yashesvini Barbieri, Douglas Eugenio Xu, Yongjin Dunn, Timothy C. Diabetol Metab Syndr Research BACKGROUND: New technologies are changing diabetes treatment and contributing better outcomes in developed countries. To our knowledge, no previous studies have investigated the comparative effect of sensor-based monitoring on glycemic markers in developing countries like Brazil. The present study aims to evaluate the use of intermittent Continuous Glucose Measurements (iCGM) in a developing country, Brazil, regarding (i) frequency of glucose scans, (ii) its association with glycemic markers and (iii) comparison with these findings to those observed in global population data. METHODS: Glucose results were de-identified and uploaded to a dedicated database when Freestyle Libre™ readers were connected to an internet-ready computer. Data between September 2014 and Dec 2018, comprising 688,640 readers and 7,329,052 sensors worldwide, were analysed (including 17,691 readers and 147,166 sensors from Brazil). Scan rate per reader was determined and each reader was sorted into 20 equally-sized rank ordered groups, categorised by scan frequency. Glucose parameters were calculated for each group, including estimated A1c, time above, below and within range identified as 70–180 mg/dL. RESULTS: In Brazil, reader users performed an average of 14 scans per day, while around the world, reader users performed an average of 12 scans per day (p < 0.01). In Brazil dataset, those in the lowest and in the highest groups scanned on average 3.6 and 43.1 times per day had an estimated A1c of 7.56% (59 mmol/mol) and 6.71% (50 mmol/mol), respectively (p < 0.01). Worldwide, the lowest group and the highest groups scanned 3.4 times/day and 37.8 times/day and had an eA1c of 8.14% (65 mmol/mol) and 6.70% (50 mmol/mol), respectively (p < 0.01). For the scan groups in both populations, the time spent above 180 mg/dL decreased as the scan frequency increased. In both Brazil and around the world, as scan frequency increased, time in range (TIR) increased. In Brazil, TIR increased from 14.15 to 16.62 h/day (p < 0.01). Worldwide, TIR increased from 12.06 to 16.97 h/day (p < 0.01). CONCLUSIONS: We conclude that Brazilian users have a high frequency of scans, more frequent than global data. Similarly to the world findings, increased scan frequency is associated with better glycemic control. BioMed Central 2020-01-07 /pmc/articles/PMC6947827/ /pubmed/31921360 http://dx.doi.org/10.1186/s13098-019-0513-z Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Calliari, Luis Eduardo P. Krakauer, Marcio Vianna, Andre Gustavo Daher Ram, Yashesvini Barbieri, Douglas Eugenio Xu, Yongjin Dunn, Timothy C. Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title | Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title_full | Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title_fullStr | Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title_full_unstemmed | Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title_short | Real-world flash glucose monitoring in Brazil: can sensors make a difference in diabetes management in developing countries? |
title_sort | real-world flash glucose monitoring in brazil: can sensors make a difference in diabetes management in developing countries? |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6947827/ https://www.ncbi.nlm.nih.gov/pubmed/31921360 http://dx.doi.org/10.1186/s13098-019-0513-z |
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