Nocturnal Glucose Profile According to Timing of Dinner Rapid Insulin and Basal and Rapid Insulin Type: An Insulclock ® Connected Insulin Cap-Based Real-World Study
A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing. A real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after di...
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Published in | Biomedicines Vol. 12; no. 7; p. 1600 |
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Abstract | A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.
A real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after dinner using the
connected cap. Meal events were identified using the ROC detection methodology. The timing of the rapid insulin, second injections, and the type of insulin analogs used, were evaluated.
The nocturnal profiles (n = 775, 49 subjects) were analyzed. A higher glucose AUC of over 180 mg/dL was observed in subjects with delayed injections (number; %; mg/dL × h): -45-15 min (n = 136; 17.5%, 175.9 ± 271.0); -15-0 min (n = 231; 29.8%, 164.0 ± 2 37.1); 0 + 45 min (n = 408; 52.6%, 203.6 ± 260.9), (
= 0.049). The use of ultrarapid insulin (FiAsp
) (URI) vs. rapid insulin (RI) analogs was associated with less hypoglycemia events (7.1 vs. 13.6%;
= 0.005) and TBR70 (1.7 ± 6.9 vs. 4.6 ± 13.9%;
= 0.003). Users of glargine U300 vs. degludec had a higher TIR (70.7 vs. 58.5%) (adjusted R-squared: 0.22,
< 0.001). The use of a correction injection (n = 144, 18.6%) was associated with a higher number of hypoglycemia events (18.1 vs. 9.5%;
= 0.003), TBR70 (5.5 ± 14.2 vs. 3.0 ± 11.1%;
= 0.003), a glucose AUC of over 180 mg/dL (226.1 ± 257.8 vs. 178.0 ± 255.3 mg/dL × h;
= 0.001), and a lower TIR (56.0 ± 27.4 vs. 62.7 ± 29.6 mg/dL × h;
= 0.004).
The dinner rapid insulin timing, insulin type, and the use of correction injections affect the nocturnal glucose profile in T1D. |
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AbstractList | A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.
A real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after dinner using the
connected cap. Meal events were identified using the ROC detection methodology. The timing of the rapid insulin, second injections, and the type of insulin analogs used, were evaluated.
The nocturnal profiles (n = 775, 49 subjects) were analyzed. A higher glucose AUC of over 180 mg/dL was observed in subjects with delayed injections (number; %; mg/dL × h): -45-15 min (n = 136; 17.5%, 175.9 ± 271.0); -15-0 min (n = 231; 29.8%, 164.0 ± 2 37.1); 0 + 45 min (n = 408; 52.6%, 203.6 ± 260.9), (
= 0.049). The use of ultrarapid insulin (FiAsp
) (URI) vs. rapid insulin (RI) analogs was associated with less hypoglycemia events (7.1 vs. 13.6%;
= 0.005) and TBR70 (1.7 ± 6.9 vs. 4.6 ± 13.9%;
= 0.003). Users of glargine U300 vs. degludec had a higher TIR (70.7 vs. 58.5%) (adjusted R-squared: 0.22,
< 0.001). The use of a correction injection (n = 144, 18.6%) was associated with a higher number of hypoglycemia events (18.1 vs. 9.5%;
= 0.003), TBR70 (5.5 ± 14.2 vs. 3.0 ± 11.1%;
= 0.003), a glucose AUC of over 180 mg/dL (226.1 ± 257.8 vs. 178.0 ± 255.3 mg/dL × h;
= 0.001), and a lower TIR (56.0 ± 27.4 vs. 62.7 ± 29.6 mg/dL × h;
= 0.004).
The dinner rapid insulin timing, insulin type, and the use of correction injections affect the nocturnal glucose profile in T1D. Background: A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing. Methods: A real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after dinner using the Insulclock® connected cap. Meal events were identified using the ROC detection methodology. The timing of the rapid insulin, second injections, and the type of insulin analogs used, were evaluated. Results: The nocturnal profiles (n = 775, 49 subjects) were analyzed. A higher glucose AUC of over 180 mg/dL was observed in subjects with delayed injections (number; %; mg/dL × h): −45–15 min (n = 136; 17.5%, 175.9 ± 271.0); −15–0 min (n = 231; 29.8%, 164.0 ± 2 37.1); 0 + 45 min (n = 408; 52.6%, 203.6 ± 260.9), (p = 0.049). The use of ultrarapid insulin (FiAsp®) (URI) vs. rapid insulin (RI) analogs was associated with less hypoglycemia events (7.1 vs. 13.6%; p = 0.005) and TBR70 (1.7 ± 6.9 vs. 4.6 ± 13.9%; p = 0.003). Users of glargine U300 vs. degludec had a higher TIR (70.7 vs. 58.5%) (adjusted R-squared: 0.22, p < 0.001). The use of a correction injection (n = 144, 18.6%) was associated with a higher number of hypoglycemia events (18.1 vs. 9.5%; p = 0.003), TBR70 (5.5 ± 14.2 vs. 3.0 ± 11.1%; p = 0.003), a glucose AUC of over 180 mg/dL (226.1 ± 257.8 vs. 178.0 ± 255.3 mg/dL × h; p = 0.001), and a lower TIR (56.0 ± 27.4 vs. 62.7 ± 29.6 mg/dL × h; p = 0.004). Conclusion: The dinner rapid insulin timing, insulin type, and the use of correction injections affect the nocturnal glucose profile in T1D. A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.BACKGROUNDA study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.A real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after dinner using the Insulclock® connected cap. Meal events were identified using the ROC detection methodology. The timing of the rapid insulin, second injections, and the type of insulin analogs used, were evaluated.METHODSA real-world, retrospective study of T1D, using multiple daily insulin injections. Continuous glucose monitoring and insulin injection data were collected for ten hours after dinner using the Insulclock® connected cap. Meal events were identified using the ROC detection methodology. The timing of the rapid insulin, second injections, and the type of insulin analogs used, were evaluated.The nocturnal profiles (n = 775, 49 subjects) were analyzed. A higher glucose AUC of over 180 mg/dL was observed in subjects with delayed injections (number; %; mg/dL × h): -45-15 min (n = 136; 17.5%, 175.9 ± 271.0); -15-0 min (n = 231; 29.8%, 164.0 ± 2 37.1); 0 + 45 min (n = 408; 52.6%, 203.6 ± 260.9), (p = 0.049). The use of ultrarapid insulin (FiAsp®) (URI) vs. rapid insulin (RI) analogs was associated with less hypoglycemia events (7.1 vs. 13.6%; p = 0.005) and TBR70 (1.7 ± 6.9 vs. 4.6 ± 13.9%; p = 0.003). Users of glargine U300 vs. degludec had a higher TIR (70.7 vs. 58.5%) (adjusted R-squared: 0.22, p < 0.001). The use of a correction injection (n = 144, 18.6%) was associated with a higher number of hypoglycemia events (18.1 vs. 9.5%; p = 0.003), TBR70 (5.5 ± 14.2 vs. 3.0 ± 11.1%; p = 0.003), a glucose AUC of over 180 mg/dL (226.1 ± 257.8 vs. 178.0 ± 255.3 mg/dL × h; p = 0.001), and a lower TIR (56.0 ± 27.4 vs. 62.7 ± 29.6 mg/dL × h; p = 0.004).RESULTSThe nocturnal profiles (n = 775, 49 subjects) were analyzed. A higher glucose AUC of over 180 mg/dL was observed in subjects with delayed injections (number; %; mg/dL × h): -45-15 min (n = 136; 17.5%, 175.9 ± 271.0); -15-0 min (n = 231; 29.8%, 164.0 ± 2 37.1); 0 + 45 min (n = 408; 52.6%, 203.6 ± 260.9), (p = 0.049). The use of ultrarapid insulin (FiAsp®) (URI) vs. rapid insulin (RI) analogs was associated with less hypoglycemia events (7.1 vs. 13.6%; p = 0.005) and TBR70 (1.7 ± 6.9 vs. 4.6 ± 13.9%; p = 0.003). Users of glargine U300 vs. degludec had a higher TIR (70.7 vs. 58.5%) (adjusted R-squared: 0.22, p < 0.001). The use of a correction injection (n = 144, 18.6%) was associated with a higher number of hypoglycemia events (18.1 vs. 9.5%; p = 0.003), TBR70 (5.5 ± 14.2 vs. 3.0 ± 11.1%; p = 0.003), a glucose AUC of over 180 mg/dL (226.1 ± 257.8 vs. 178.0 ± 255.3 mg/dL × h; p = 0.001), and a lower TIR (56.0 ± 27.4 vs. 62.7 ± 29.6 mg/dL × h; p = 0.004).The dinner rapid insulin timing, insulin type, and the use of correction injections affect the nocturnal glucose profile in T1D.CONCLUSIONThe dinner rapid insulin timing, insulin type, and the use of correction injections affect the nocturnal glucose profile in T1D. |
Author | Fernández-Rubio, Elsa Corcoy, Rosa Valledor, Xoan Cotovad, Laura Pujante, Pedro Azriel, Sharona Abreu, Cristina Pérez-González, Jesús Ruiz-Valdepeñas, Luis Gómez-Peralta, Fernando Vallejo, Alba |
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BackLink | https://www.ncbi.nlm.nih.gov/pubmed/39062173$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.2337/dc15-0907 10.2337/cd20-0117 10.1016/j.diabet.2018.11.004 10.1089/dia.2021.0164 10.1177/1932296817728525 10.2337/dc23-2176 10.1016/j.jdiacomp.2015.09.003 10.1089/dia.2023.0321 10.1089/dia.2020.0360 10.1016/j.ecl.2012.03.001 10.1111/dom.14773 10.1016/j.scib.2022.11.025 10.3390/jpm12122058 10.1089/dia.2009.0112 10.1111/dom.14100 10.1111/dme.13525 10.1177/1932296814523881 10.2337/dc22-0525 10.2337/dc09-1348 10.1111/dme.14515 10.1177/1932296815590154 10.1136/bmjdrc-2015-000085 10.1089/dia.2020.0180 10.2337/dc14-2314 10.1111/dom.15496 10.1089/dia.2018.0361 10.1016/S2213-8587(22)00319-9 10.1089/dia.2016.0443 |
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Snippet | A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.
A real-world, retrospective study of... Background: A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing. Methods: A real-world,... A study to assess the glucose levels of people with type 1 diabetes (T1D) overnight, based on the insulin type and timing.BACKGROUNDA study to assess the... |
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SubjectTerms | Algorithms Clinical trials connected insulin pen cap Diabetes Diabetes mellitus (insulin dependent) Glucose monitoring Hypoglycemia Insulin nocturnal hyperglycemia nocturnal hypoglycemia Quality of life second-generation basal insulin ultrarapid insulin |
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Title | Nocturnal Glucose Profile According to Timing of Dinner Rapid Insulin and Basal and Rapid Insulin Type: An Insulclock ® Connected Insulin Cap-Based Real-World Study |
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