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供者和分离相关的预测因素对培养的人胰岛分泌功能的影响。

Donor- and isolation-related predictive factors of secretory function of cultured human islets.

机构信息

Department of Surgery, Surgery and Abdominal Transplantation Division, Université Catholique de Louvain, Cliniques Universitaires Saint-Luc, Brussels, Belgium.

IREC, Pôle de Chirurgie Expérimentale et Transplantation, Institute of Experimental and Clinical Research, Université Catholique de Louvain, Brussels, Belgium.

出版信息

Front Endocrinol (Lausanne). 2024 Feb 20;15:1345351. doi: 10.3389/fendo.2024.1345351. eCollection 2024.

Abstract

BACKGROUND AND AIMS

Human islet preparations designated for research exhibit diverse insulin-secretory profiles. This study aims to assess the impact of donor- and isolation-related factors on islet secretory function.

METHODS

A retrospective analysis of 46 isolations from 23 pancreata discarded for clinical transplantation was conducted. islet secretory function tests were performed on Day 1 and Day 7 of culture. Linear mixed-effects models (LMMs) were employed to investigate the relationships between various predictors characterizing the patient and donor characteristics as well as the isolation effectiveness and two functional outcomes including the islet stimulation index (SI) and area under the insulin curve (AUC). Fixed effects were introduced to represent the main effects of each predictor, and backward elimination was utilized to select the most significant fixed effects for the final model. Interaction effects between the timepoint (Day 7 Day 1) and the predictors were also evaluated to assess whether predictors were associated with the temporal evolution of SI and AUC. Fold-change (Fc) values associated with each predictor were obtained by exponentiating the corresponding coefficients of the models, which were built on log-transformed outcomes.

RESULTS

Analysis using LMMs revealed that donor body mass index (BMI) (Fc = 0.961, 95% CI = 0.927-0.996, p = 0.05), donor gender (female male, Fc = 0.702, 95% CI = 0.524-0.942, p = 0.04), and donor hypertension (Fc = 0.623, 95% CI = 0.466-0.832, p= <0.01) were significantly and independently associated with SI. Moreover, donor gender (Fc = 0.512, 95% CI = 0.302-0.864, p = 0.02), donor cause of death (cerebrovascular accident cardiac arrest, Fc = 2.129, 95% CI = 0.915-4.946, p = 0.09; trauma cardiac arrest, Fc = 2.129, 95% CI = 1.112-7.106, p = 0.04), pancreas weight (Fc = 1.01, 95% CI = 1.001-1.019, p = 0.03), and islet equivalent (IEQ)/mg (Fc = 1.277, 95% CI = 1.088-1.510, p ≤ 0.01) were significantly and independently associated with AUC. There was no predictor significantly associated with the temporal evolution between Day 1 and Day 7 for both SI and AUC outcomes.

CONCLUSION

This study identified donor- and isolation-related factors influencing islet secretory function. Further investigations are essential to validate the applicability of these results in clinical practice.

摘要

背景与目的

用于研究的人胰岛制剂表现出不同的胰岛素分泌特征。本研究旨在评估供体和分离相关因素对胰岛分泌功能的影响。

方法

对 23 个废弃用于临床移植的胰腺中 46 个胰岛的分离进行了回顾性分析。在培养的第 1 天和第 7 天进行胰岛分泌功能测试。采用线性混合效应模型(LMMs)来研究各种预测因子与患者和供体特征以及分离效果的关系,以及两个功能结果,包括胰岛刺激指数(SI)和胰岛素曲线下面积(AUC)。固定效应用于代表每个预测因子的主要效应,采用向后消除法选择最终模型的最显著固定效应。还评估了时间点(第 7 天与第 1 天)与预测因子之间的交互作用,以评估预测因子是否与 SI 和 AUC 的时间演变相关。通过对模型的相应系数取幂来获得与每个预测因子相关的倍数变化(Fc)值,模型是基于对数转换的结果构建的。

结果

LMMs 分析显示,供体体重指数(BMI)(Fc = 0.961,95%CI = 0.927-0.996,p = 0.05)、供体性别(女性 男性,Fc = 0.702,95%CI = 0.524-0.942,p = 0.04)和供体高血压(Fc = 0.623,95%CI = 0.466-0.832,p<0.01)与 SI 显著且独立相关。此外,供体性别(Fc = 0.512,95%CI = 0.302-0.864,p = 0.02)、供体死因(脑血管意外 心脏骤停,Fc = 2.129,95%CI = 0.915-4.946,p = 0.09;创伤 心脏骤停,Fc = 2.129,95%CI = 1.112-7.106,p = 0.04)、胰腺重量(Fc = 1.01,95%CI = 1.001-1.019,p = 0.03)和胰岛当量(IEQ)/mg(Fc = 1.277,95%CI = 1.088-1.510,p ≤ 0.01)与 AUC 显著且独立相关。在 SI 和 AUC 结果的第 1 天和第 7 天之间的时间演变方面,没有预测因子与两者有显著相关性。

结论

本研究确定了影响胰岛分泌功能的供体和分离相关因素。进一步的研究对于验证这些结果在临床实践中的适用性至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d64c/10913008/18e9de28083a/fendo-15-1345351-g001.jpg

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