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Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials
BACKGROUND: Technological advances make it possible to use device-supported, automated algorithms to aid basal insulin (BI) dosing titration in patients with type 2 diabetes. METHODS: A systematic review and meta-analysis of randomized controlled trials were performed to evaluate the efficacy, safet...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326709/ https://www.ncbi.nlm.nih.gov/pubmed/37424694 http://dx.doi.org/10.1016/j.lanwpc.2023.100746 |
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author | Luo, Yingying Chang, Yaping Zhao, Zhan Xia, Jun Xu, Chenchen Bee, Yong Mong Li, Xiaoying Sheu, Wayne H.-H. McGill, Margaret Chan, Siew Pheng Deodat, Marisa Suastika, Ketut Thy, Khue Nguyen Chen, Liming Shan Kong, Alice Pik Chen, Wei Deerochanawong, Chaicharn Yabe, Daisuke Zhao, Weigang Lim, Soo Yao, Xiaomei Ji, Linong |
author_facet | Luo, Yingying Chang, Yaping Zhao, Zhan Xia, Jun Xu, Chenchen Bee, Yong Mong Li, Xiaoying Sheu, Wayne H.-H. McGill, Margaret Chan, Siew Pheng Deodat, Marisa Suastika, Ketut Thy, Khue Nguyen Chen, Liming Shan Kong, Alice Pik Chen, Wei Deerochanawong, Chaicharn Yabe, Daisuke Zhao, Weigang Lim, Soo Yao, Xiaomei Ji, Linong |
author_sort | Luo, Yingying |
collection | PubMed |
description | BACKGROUND: Technological advances make it possible to use device-supported, automated algorithms to aid basal insulin (BI) dosing titration in patients with type 2 diabetes. METHODS: A systematic review and meta-analysis of randomized controlled trials were performed to evaluate the efficacy, safety, and quality of life of automated BI titration versus conventional care. The literature in Medline, Embase, Web of Science, and the Cochrane databases from January 2000 to February 2022 were searched to identify relevant studies. Risk ratios (RRs), mean differences (MDs), and their 95% confidence intervals (CIs) were calculated using random-effect meta-analyses. Certainty of evidence was assessed using the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach. FINDINGS: Six of the 7 eligible studies (889 patients) were included in meta-analyses. Low- to moderate-quality evidence suggests that patients who use automated BI titration versus conventional care may have a higher probability of reaching a target of HbA(1c) <7.0% (RR, 1.82 [95% CI, 1.16–2.86]); and a lower level of HbA(1c) (MD, −0.25% [95% CI, −0.43 to −0.06%]). No statistically significant differences were detected between the two groups in fasting glucose results, incidences of hypoglycemia, severe or nocturnal hypoglycemia, and quality of life, with low to very low certainty for all the evidence. INTERPRETATION: Automated BI titration is associated with small benefits in reducing HbA(1c) without increasing the risk of hypoglycemia. Future studies should explore patient attitudes and the cost-effectiveness of this approach. FUNDING: Sponsored by the Chinese Geriatric Endocrine Society. |
format | Online Article Text |
id | pubmed-10326709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-103267092023-07-08 Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials Luo, Yingying Chang, Yaping Zhao, Zhan Xia, Jun Xu, Chenchen Bee, Yong Mong Li, Xiaoying Sheu, Wayne H.-H. McGill, Margaret Chan, Siew Pheng Deodat, Marisa Suastika, Ketut Thy, Khue Nguyen Chen, Liming Shan Kong, Alice Pik Chen, Wei Deerochanawong, Chaicharn Yabe, Daisuke Zhao, Weigang Lim, Soo Yao, Xiaomei Ji, Linong Lancet Reg Health West Pac Articles BACKGROUND: Technological advances make it possible to use device-supported, automated algorithms to aid basal insulin (BI) dosing titration in patients with type 2 diabetes. METHODS: A systematic review and meta-analysis of randomized controlled trials were performed to evaluate the efficacy, safety, and quality of life of automated BI titration versus conventional care. The literature in Medline, Embase, Web of Science, and the Cochrane databases from January 2000 to February 2022 were searched to identify relevant studies. Risk ratios (RRs), mean differences (MDs), and their 95% confidence intervals (CIs) were calculated using random-effect meta-analyses. Certainty of evidence was assessed using the Grading of Recommendations, Assessment, Development and Evaluations (GRADE) approach. FINDINGS: Six of the 7 eligible studies (889 patients) were included in meta-analyses. Low- to moderate-quality evidence suggests that patients who use automated BI titration versus conventional care may have a higher probability of reaching a target of HbA(1c) <7.0% (RR, 1.82 [95% CI, 1.16–2.86]); and a lower level of HbA(1c) (MD, −0.25% [95% CI, −0.43 to −0.06%]). No statistically significant differences were detected between the two groups in fasting glucose results, incidences of hypoglycemia, severe or nocturnal hypoglycemia, and quality of life, with low to very low certainty for all the evidence. INTERPRETATION: Automated BI titration is associated with small benefits in reducing HbA(1c) without increasing the risk of hypoglycemia. Future studies should explore patient attitudes and the cost-effectiveness of this approach. FUNDING: Sponsored by the Chinese Geriatric Endocrine Society. Elsevier 2023-03-24 /pmc/articles/PMC10326709/ /pubmed/37424694 http://dx.doi.org/10.1016/j.lanwpc.2023.100746 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles Luo, Yingying Chang, Yaping Zhao, Zhan Xia, Jun Xu, Chenchen Bee, Yong Mong Li, Xiaoying Sheu, Wayne H.-H. McGill, Margaret Chan, Siew Pheng Deodat, Marisa Suastika, Ketut Thy, Khue Nguyen Chen, Liming Shan Kong, Alice Pik Chen, Wei Deerochanawong, Chaicharn Yabe, Daisuke Zhao, Weigang Lim, Soo Yao, Xiaomei Ji, Linong Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title | Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title_full | Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title_fullStr | Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title_full_unstemmed | Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title_short | Device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
title_sort | device-supported automated basal insulin titration in adults with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326709/ https://www.ncbi.nlm.nih.gov/pubmed/37424694 http://dx.doi.org/10.1016/j.lanwpc.2023.100746 |
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