Early Metabolic Measures Predict Long-term Insulin Independence in Recipients of Total Pancreatectomy and Islet Autotransplantation

被引:3
|
作者
Nanno, Yoshihide [1 ,2 ,3 ]
Hodges, James S. [4 ]
Freeman, Martin L. [5 ]
Trikudanathan, Guru [5 ]
Schwarzenberg, Sarah J. [6 ]
Downs, Elissa M. [6 ]
Ramanathan, Karthik [1 ]
Pruett, Timothy L. [1 ]
Beilman, Gregory J. [1 ]
Chinnakotla, Srinath [2 ,6 ]
Hering, Bernhard J. [1 ,2 ]
Bellin, Melena D. [2 ,6 ,7 ]
机构
[1] Univ Minnesota, Dept Surg, Minneapolis, MN 55454 USA
[2] Univ Minnesota, Sch Med, Schulze Diabet Inst, Dept Surg, Minneapolis, MN 55454 USA
[3] Kobe Univ, Dept Surg, Div Hepatobiliary Pancreat Surg, Grad Sch Med, Kobe, Japan
[4] Univ Minnesota, Div Biostat, Minneapolis, MN 55454 USA
[5] Univ Minnesota, Dept Med, Minneapolis, MN 55454 USA
[6] Univ Minnesota, Dept Pediat, Minneapolis, MN 55454 USA
[7] Univ Minnesota, Masonic Childrens Hosp, Pediat Endocrinol & Surg, East Bldg, Room MB-671, 2450 Riverside Ave S, Minneapolis, MN 55454 USA
来源
TRANSPLANTATION DIRECT | 2024年 / 10卷 / 01期
关键词
BETA-CELL FUNCTION; QUALITY-OF-LIFE; GLYCEMIC CONTROL; TRANSPLANTATION; OUTCOMES; MASS; ENGRAFTMENT; IMPROVES; SCORE;
D O I
10.1097/TXD.0000000000001561
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
Background.Although diabetes after total pancreatectomy and islet autotransplantation (TP-IAT) is one of the biggest concerns for TP-IAT recipients and physicians, reliable prediction of post-TP-IAT glycemic control remains unestablished. This study was conducted to identify early predictors of insulin independence and goal glycemic control by hemoglobin A1c (HbA1c) <= 6.5% after TP-IAT.Methods.In this single-center, retrospective study, patients who underwent TP-IAT (n = 227) were reviewed for simple metabolic markers or surrogate indices of beta-cell function obtained 3 mo after TP-IAT as part of standard clinical testing. Long-term metabolic success was defined as (1) insulin independence and (2) HbA1c <= 6.5% 1, 3, and 5 y after TP-IAT. Single- and multivariate modeling used 3-mo markers to predict successful outcomes.Results.Of the 227 recipients, median age 31 y, 30% male, 1 y after TP-IAT insulin independence, and HbA1c <= 6.5% were present in 39.6% and 72.5%, respectively. In single-predictor analyses, most of the metabolic markers successfully discriminated between those attaining and not attaining metabolic goals. Using the best model selected by random forests analysis, we accurately predicted 1-y insulin independence and goal HbA1c control in 77.3% and 86.4% of the patients, respectively. A simpler "clinically feasible" model using only transplanted islet dose and BETA-2 score allowed easier prediction at a small accuracy loss (74.1% and 82.9%, respectively).Conclusions.Metabolic testing measures performed 3 mo after TP-IAT were highly associated with later diabetes outcomes and provided a reliable prediction model, giving valuable prognostic insight early after TP-IAT and help to identify recipients who require early intervention.
引用
收藏
页数:10
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