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Analysis of real‐world capillary blood glucose data to help reduce HbA(1c) and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation
AIMS: To examine real‐world capillary blood glucose (CBG) data according to HbA(1c) to define proportions of CBG readings at different HbA(1c) levels, and evaluate patterns in CBG measurements to suggest areas to focus on with regard to self‐management. METHODS: A retrospective analysis stratified 6...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10091810/ https://www.ncbi.nlm.nih.gov/pubmed/36209371 http://dx.doi.org/10.1111/dme.14972 |
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author | Eissa, Mohammad R. Benaissa, Mohammed Good, Tim Hui, Zheng Gianfrancesco, Carla Ferguson, Carolin Elliott, Jackie |
author_facet | Eissa, Mohammad R. Benaissa, Mohammed Good, Tim Hui, Zheng Gianfrancesco, Carla Ferguson, Carolin Elliott, Jackie |
author_sort | Eissa, Mohammad R. |
collection | PubMed |
description | AIMS: To examine real‐world capillary blood glucose (CBG) data according to HbA(1c) to define proportions of CBG readings at different HbA(1c) levels, and evaluate patterns in CBG measurements to suggest areas to focus on with regard to self‐management. METHODS: A retrospective analysis stratified 682 adults with type 1 diabetes split into quartiles based on their HbA(1c). The proportions of results in different CBG ranges and associations with HbA(1c) were evaluated. Patterns in readings following episodes of hyperglycaemia and hypoglycaemia were examined, using glucose to next glucose reading table (G2G). RESULTS: CBG readings in the target range (3.9‐10 mmol/L) increase by ~10% across each CBG quartile (31% in the highest versus 63% in the lowest quartile, p < 0.05). The novel G2G table helps the treatment‐based interpretation of data. Hypoglycaemia is often preceded by hyperglycaemia, and vice‐versa, and is twice as likely in the highest HbA(1c) quartile. Re‐testing within 30 min of hypoglycaemia is associated with less hypoglycaemia, 1.6% versus 7.2%, p < 0.001, and also reduces subsequent hyperglycaemia and further hypoglycaemia in the proceeding 24 h. The coefficient of variation, but not standard deviation, is highly associated with hypoglycaemia, r = 0.71, and a CV ≤ 36% equates to 3.3% of CBG readings in the hypoglycaemic range. CONCLUSIONS: HbA(1c) <58 mmol/mol (7.5%) is achievable even when only ~60% of CBG readings are between 3.9–10 mmol/L. Examining readings subsequent to out‐of‐range readings suggests useful behaviours which people with type 1 diabetes could be supported to adhere to, both in a clinic and structured education programmes, thereby decreasing the risk of hypoglycaemia whilst also reducing hyperglycaemia and improving HbA(1c). |
format | Online Article Text |
id | pubmed-10091810 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100918102023-04-13 Analysis of real‐world capillary blood glucose data to help reduce HbA(1c) and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation Eissa, Mohammad R. Benaissa, Mohammed Good, Tim Hui, Zheng Gianfrancesco, Carla Ferguson, Carolin Elliott, Jackie Diabet Med Research: Healthcare Delivery AIMS: To examine real‐world capillary blood glucose (CBG) data according to HbA(1c) to define proportions of CBG readings at different HbA(1c) levels, and evaluate patterns in CBG measurements to suggest areas to focus on with regard to self‐management. METHODS: A retrospective analysis stratified 682 adults with type 1 diabetes split into quartiles based on their HbA(1c). The proportions of results in different CBG ranges and associations with HbA(1c) were evaluated. Patterns in readings following episodes of hyperglycaemia and hypoglycaemia were examined, using glucose to next glucose reading table (G2G). RESULTS: CBG readings in the target range (3.9‐10 mmol/L) increase by ~10% across each CBG quartile (31% in the highest versus 63% in the lowest quartile, p < 0.05). The novel G2G table helps the treatment‐based interpretation of data. Hypoglycaemia is often preceded by hyperglycaemia, and vice‐versa, and is twice as likely in the highest HbA(1c) quartile. Re‐testing within 30 min of hypoglycaemia is associated with less hypoglycaemia, 1.6% versus 7.2%, p < 0.001, and also reduces subsequent hyperglycaemia and further hypoglycaemia in the proceeding 24 h. The coefficient of variation, but not standard deviation, is highly associated with hypoglycaemia, r = 0.71, and a CV ≤ 36% equates to 3.3% of CBG readings in the hypoglycaemic range. CONCLUSIONS: HbA(1c) <58 mmol/mol (7.5%) is achievable even when only ~60% of CBG readings are between 3.9–10 mmol/L. Examining readings subsequent to out‐of‐range readings suggests useful behaviours which people with type 1 diabetes could be supported to adhere to, both in a clinic and structured education programmes, thereby decreasing the risk of hypoglycaemia whilst also reducing hyperglycaemia and improving HbA(1c). John Wiley and Sons Inc. 2022-10-20 2023-02 /pmc/articles/PMC10091810/ /pubmed/36209371 http://dx.doi.org/10.1111/dme.14972 Text en © 2022 The Authors. Diabetic Medicine published by John Wiley & Sons Ltd on behalf of Diabetes UK. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research: Healthcare Delivery Eissa, Mohammad R. Benaissa, Mohammed Good, Tim Hui, Zheng Gianfrancesco, Carla Ferguson, Carolin Elliott, Jackie Analysis of real‐world capillary blood glucose data to help reduce HbA(1c) and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title | Analysis of real‐world capillary blood glucose data to help reduce HbA(1c)
and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title_full | Analysis of real‐world capillary blood glucose data to help reduce HbA(1c)
and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title_fullStr | Analysis of real‐world capillary blood glucose data to help reduce HbA(1c)
and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title_full_unstemmed | Analysis of real‐world capillary blood glucose data to help reduce HbA(1c)
and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title_short | Analysis of real‐world capillary blood glucose data to help reduce HbA(1c)
and hypoglycaemia in type 1 diabetes: Evidence in favour of using the percentage of readings in target and coefficient of variation |
title_sort | analysis of real‐world capillary blood glucose data to help reduce hba(1c)
and hypoglycaemia in type 1 diabetes: evidence in favour of using the percentage of readings in target and coefficient of variation |
topic | Research: Healthcare Delivery |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10091810/ https://www.ncbi.nlm.nih.gov/pubmed/36209371 http://dx.doi.org/10.1111/dme.14972 |
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