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Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems
Background: Accuracy and feature sets of continuous glucose monitoring (CGM) systems may influence device utilization and outcomes. We compared clinical trial accuracy and real-world utilization and effectiveness of two different CGM systems. Materials and Methods: Separately conducted accuracy stud...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc., publishers
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434583/ https://www.ncbi.nlm.nih.gov/pubmed/30681379 http://dx.doi.org/10.1089/dia.2018.0374 |
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author | Welsh, John B. Gao, Peggy Derdzinski, Mark Puhr, Sarah Johnson, Terri Kang Walker, Tomas C. Graham, Claudia |
author_facet | Welsh, John B. Gao, Peggy Derdzinski, Mark Puhr, Sarah Johnson, Terri Kang Walker, Tomas C. Graham, Claudia |
author_sort | Welsh, John B. |
collection | PubMed |
description | Background: Accuracy and feature sets of continuous glucose monitoring (CGM) systems may influence device utilization and outcomes. We compared clinical trial accuracy and real-world utilization and effectiveness of two different CGM systems. Materials and Methods: Separately conducted accuracy studies of a fifth-generation and a sixth-generation CGM system involved 50 and 159 adults, respectively. For between-system performance comparisons, propensity score methods were utilized to balance cohort characteristics. Real-world outcomes were assessed in 10,000 anonymized patients who had switched from the fifth-generation to the sixth-generation system and had used connected mobile devices to upload data from both systems, allowing pairwise comparisons of device utilization and glucose concentration distributions. Results: Propensity score-adjusted mean absolute relative differences for the fifth- and sixth-generation systems were 9.0% and 9.9%, and the percentages of values within ±20%/20 mg/dL were 93.1% and 92.5%, respectively. The sixth-generation system, but not the fifth-generation system, met accuracy criteria for interoperable CGM systems. Both systems had high real-world utilization rates (93.8% and 95.3% in the fifth- and sixth-generation systems, respectively). Use of the sixth-generation system was associated with fewer glucose values <55 mg/dL (<3.1 mmol/L) (0.7% vs. 1.1%, P < 0.001) and more values 70–180 mg/dL (3.9–10.0 mmol/L) (57.3% vs. 56.0%, P < 0.001) than the fifth-generation system. Conclusions: CGM performance outcomes can be compared through the propensity score analysis of clinical trial data and pairwise comparisons of real-world data. The systems compared here had nearly equivalent accuracy and utilization rates. Longer term biochemical and psychosocial benefits observed with the fifth-generation system are also expected with the sixth-generation system. |
format | Online Article Text |
id | pubmed-6434583 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Mary Ann Liebert, Inc., publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-64345832019-03-26 Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems Welsh, John B. Gao, Peggy Derdzinski, Mark Puhr, Sarah Johnson, Terri Kang Walker, Tomas C. Graham, Claudia Diabetes Technol Ther Original Articles Background: Accuracy and feature sets of continuous glucose monitoring (CGM) systems may influence device utilization and outcomes. We compared clinical trial accuracy and real-world utilization and effectiveness of two different CGM systems. Materials and Methods: Separately conducted accuracy studies of a fifth-generation and a sixth-generation CGM system involved 50 and 159 adults, respectively. For between-system performance comparisons, propensity score methods were utilized to balance cohort characteristics. Real-world outcomes were assessed in 10,000 anonymized patients who had switched from the fifth-generation to the sixth-generation system and had used connected mobile devices to upload data from both systems, allowing pairwise comparisons of device utilization and glucose concentration distributions. Results: Propensity score-adjusted mean absolute relative differences for the fifth- and sixth-generation systems were 9.0% and 9.9%, and the percentages of values within ±20%/20 mg/dL were 93.1% and 92.5%, respectively. The sixth-generation system, but not the fifth-generation system, met accuracy criteria for interoperable CGM systems. Both systems had high real-world utilization rates (93.8% and 95.3% in the fifth- and sixth-generation systems, respectively). Use of the sixth-generation system was associated with fewer glucose values <55 mg/dL (<3.1 mmol/L) (0.7% vs. 1.1%, P < 0.001) and more values 70–180 mg/dL (3.9–10.0 mmol/L) (57.3% vs. 56.0%, P < 0.001) than the fifth-generation system. Conclusions: CGM performance outcomes can be compared through the propensity score analysis of clinical trial data and pairwise comparisons of real-world data. The systems compared here had nearly equivalent accuracy and utilization rates. Longer term biochemical and psychosocial benefits observed with the fifth-generation system are also expected with the sixth-generation system. Mary Ann Liebert, Inc., publishers 2019-03-01 2019-03-01 /pmc/articles/PMC6434583/ /pubmed/30681379 http://dx.doi.org/10.1089/dia.2018.0374 Text en © John B. Welsh, et al., 2019; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Original Articles Welsh, John B. Gao, Peggy Derdzinski, Mark Puhr, Sarah Johnson, Terri Kang Walker, Tomas C. Graham, Claudia Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title | Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title_full | Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title_fullStr | Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title_full_unstemmed | Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title_short | Accuracy, Utilization, and Effectiveness Comparisons of Different Continuous Glucose Monitoring Systems |
title_sort | accuracy, utilization, and effectiveness comparisons of different continuous glucose monitoring systems |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434583/ https://www.ncbi.nlm.nih.gov/pubmed/30681379 http://dx.doi.org/10.1089/dia.2018.0374 |
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