新发1型糖尿病儿童和青少年胰岛素剂量需求的决定因素和特征:来自INSENODIAB研究的见解

IF 3.6 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Journal of Diabetes Research Pub Date : 2023-11-26 DOI:10.1155/2023/5568663
Maude Beckers, Olivier Polle, Paola Gallo, Noémie Bernard, Céline Bugli, Philippe A. Lysy
{"title":"新发1型糖尿病儿童和青少年胰岛素剂量需求的决定因素和特征:来自INSENODIAB研究的见解","authors":"Maude Beckers, Olivier Polle, Paola Gallo, Noémie Bernard, Céline Bugli, Philippe A. Lysy","doi":"10.1155/2023/5568663","DOIUrl":null,"url":null,"abstract":"<i>Aims</i>. New-onset type 1 diabetes mellitus (T1D) in pediatric patients represents a clinical challenge for initial total daily insulin dosing (TIDD) due to substantial heterogeneity in practice and lack of consensus on the optimal starting dose. Our INSENODIAB (INsulin SEnsitivity in New Onset type 1 DIABetes) study is aimed at (1) exploring the influence of patient-specific characteristics on insulin requirements in pediatric patients with new-onset T1D; (2) constructing a predictive model for the recommended TIDD tailored to individual patient profiles; and (3) assessing potential associations between TIDD and patient outcomes at follow-up intervals of 3 and 12 months. <i>Methods</i>. We conducted a comprehensive analysis of medical records for children aged 6 months to 18 years, hospitalized for new-onset T1D from 2013 to 2022. The study initially involved multivariable regression analysis on a retrospective cohort (rINSENODIAB), incorporating baseline variables. Subsequently, we validated the model robustness on a prospective cohort (pINSENODIAB) with a significance threshold of 5%. The model accuracy was assessed by Pearson’s correlation. <i>Results</i>. Our study encompassed 103 patients in the retrospective cohort and 80 in the prospective cohort, with median TIDD at diagnosis of 1.1 IU/kg BW/day (IQR 0.5). The predictive model for optimal TIDD was established using baseline characteristics, resulting in the following formula: <span><svg height=\"12.7112pt\" style=\"vertical-align:-3.403299pt\" version=\"1.1\" viewbox=\"-0.0498162 -9.3079 57.648 12.7112\" width=\"57.648pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><g transform=\"matrix(.013,0,0,-0.013,0,0)\"></path></g><g transform=\"matrix(.013,0,0,-0.013,8.021,0)\"></path></g><g transform=\"matrix(.013,0,0,-0.013,12.454,0)\"></path></g><g transform=\"matrix(.013,0,0,-0.013,21.892,0)\"><use xlink:href=\"#g190-69\"></use></g><g transform=\"matrix(.013,0,0,-0.013,33.74,0)\"></path></g><g transform=\"matrix(.013,0,0,-0.013,38.238,0)\"><use xlink:href=\"#g190-74\"></use></g><g transform=\"matrix(.013,0,0,-0.013,42.671,0)\"></path></g><g transform=\"matrix(.013,0,0,-0.013,52.292,0)\"></path></g></svg><span></span><svg height=\"12.7112pt\" style=\"vertical-align:-3.403299pt\" version=\"1.1\" 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Notably, no significant correlation was observed between TIDD at diagnosis and partial remission markers (IDAA1C, C-peptide) at 3- and 12-months postdiagnosis time points. <i>Conclusions</i>. In the context of new-onset T1D in pediatric patients, we identified key influencing factors for determining optimal TIDD, including age, percentage of weight loss, weight, veinous pH, and bicarbonates. These findings have paved the way for the development of a dosing algorithm to potentially expedite glycemic control stabilization and facilitate a more individualized approach to treatment regimens.","PeriodicalId":15576,"journal":{"name":"Journal of Diabetes Research","volume":"297 9","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2023-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Determinants and Characteristics of Insulin Dose Requirements in Children and Adolescents with New-Onset Type 1 Diabetes: Insights from the INSENODIAB Study\",\"authors\":\"Maude Beckers, Olivier Polle, Paola Gallo, Noémie Bernard, Céline Bugli, Philippe A. Lysy\",\"doi\":\"10.1155/2023/5568663\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<i>Aims</i>. New-onset type 1 diabetes mellitus (T1D) in pediatric patients represents a clinical challenge for initial total daily insulin dosing (TIDD) due to substantial heterogeneity in practice and lack of consensus on the optimal starting dose. Our INSENODIAB (INsulin SEnsitivity in New Onset type 1 DIABetes) study is aimed at (1) exploring the influence of patient-specific characteristics on insulin requirements in pediatric patients with new-onset T1D; (2) constructing a predictive model for the recommended TIDD tailored to individual patient profiles; and (3) assessing potential associations between TIDD and patient outcomes at follow-up intervals of 3 and 12 months. <i>Methods</i>. We conducted a comprehensive analysis of medical records for children aged 6 months to 18 years, hospitalized for new-onset T1D from 2013 to 2022. The study initially involved multivariable regression analysis on a retrospective cohort (rINSENODIAB), incorporating baseline variables. Subsequently, we validated the model robustness on a prospective cohort (pINSENODIAB) with a significance threshold of 5%. The model accuracy was assessed by Pearson’s correlation. <i>Results</i>. Our study encompassed 103 patients in the retrospective cohort and 80 in the prospective cohort, with median TIDD at diagnosis of 1.1 IU/kg BW/day (IQR 0.5). 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引用次数: 0

摘要

目标。新发1型糖尿病(T1D)儿科患者的初始每日总胰岛素剂量(TIDD)是一个临床挑战,因为实践中存在很大的异质性,并且对最佳起始剂量缺乏共识。我们的INSENODIAB(胰岛素敏感性在新发1型糖尿病)研究旨在(1)探索患者特异性特征对儿科新发T1D患者胰岛素需求的影响;(2)构建适合个体患者的推荐TIDD预测模型;(3)在随访3 - 12个月期间评估TIDD与患者预后之间的潜在关联。方法。我们对2013年至2022年因新发T1D住院的6个月至18岁儿童的医疗记录进行了综合分析。该研究最初涉及对回顾性队列(rINSENODIAB)进行多变量回归分析,并纳入基线变量。随后,我们在一个前瞻性队列(pINSENODIAB)中验证了模型的稳健性,显著性阈值为5%。通过Pearson相关来评估模型的准确性。结果。我们的研究包括103例回顾性队列患者和80例前瞻性队列患者,诊断时的中位TIDD为1.1 IU/kg BW/天(IQR为0.5)。利用基线特征建立最优TIDD的预测模型,得到公式为:。使用pINSENODIAB队列验证模型显示显着的Pearson相关系数为0.74。值得注意的是,诊断时的TIDD与诊断后3个月和12个月的部分缓解指标(IDAA1C、c肽)之间没有显著相关性。结论。在儿科患者新发T1D的背景下,我们确定了确定最佳TIDD的关键影响因素,包括年龄、体重减轻百分比、体重、静脉pH值和碳酸氢盐。这些发现为开发一种可能加速血糖控制稳定的剂量算法铺平了道路,并促进了更个性化的治疗方案。
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Determinants and Characteristics of Insulin Dose Requirements in Children and Adolescents with New-Onset Type 1 Diabetes: Insights from the INSENODIAB Study
Aims. New-onset type 1 diabetes mellitus (T1D) in pediatric patients represents a clinical challenge for initial total daily insulin dosing (TIDD) due to substantial heterogeneity in practice and lack of consensus on the optimal starting dose. Our INSENODIAB (INsulin SEnsitivity in New Onset type 1 DIABetes) study is aimed at (1) exploring the influence of patient-specific characteristics on insulin requirements in pediatric patients with new-onset T1D; (2) constructing a predictive model for the recommended TIDD tailored to individual patient profiles; and (3) assessing potential associations between TIDD and patient outcomes at follow-up intervals of 3 and 12 months. Methods. We conducted a comprehensive analysis of medical records for children aged 6 months to 18 years, hospitalized for new-onset T1D from 2013 to 2022. The study initially involved multivariable regression analysis on a retrospective cohort (rINSENODIAB), incorporating baseline variables. Subsequently, we validated the model robustness on a prospective cohort (pINSENODIAB) with a significance threshold of 5%. The model accuracy was assessed by Pearson’s correlation. Results. Our study encompassed 103 patients in the retrospective cohort and 80 in the prospective cohort, with median TIDD at diagnosis of 1.1 IU/kg BW/day (IQR 0.5). The predictive model for optimal TIDD was established using baseline characteristics, resulting in the following formula: . Validation of the model using the pINSENODIAB cohort demonstrated a significant Pearson correlation coefficient of 0.74. Notably, no significant correlation was observed between TIDD at diagnosis and partial remission markers (IDAA1C, C-peptide) at 3- and 12-months postdiagnosis time points. Conclusions. In the context of new-onset T1D in pediatric patients, we identified key influencing factors for determining optimal TIDD, including age, percentage of weight loss, weight, veinous pH, and bicarbonates. These findings have paved the way for the development of a dosing algorithm to potentially expedite glycemic control stabilization and facilitate a more individualized approach to treatment regimens.
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来源期刊
Journal of Diabetes Research
Journal of Diabetes Research ENDOCRINOLOGY & METABOLISM-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
8.40
自引率
2.30%
发文量
152
审稿时长
14 weeks
期刊介绍: Journal of Diabetes Research is a peer-reviewed, Open Access journal that publishes research articles, review articles, and clinical studies related to type 1 and type 2 diabetes. The journal welcomes submissions focusing on the epidemiology, etiology, pathogenesis, management, and prevention of diabetes, as well as associated complications, such as diabetic retinopathy, neuropathy and nephropathy.
期刊最新文献
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