Predicting endocrine function after total pancreatectomy and islet cell autotransplantation: A novel approach utilizing computed tomography texture analysis
Background: Islet cell autotransplantation is an effective method to prevent morbidity associated with type IIIc diabetes after total pancreatectomy. However, there is no valid method to predict long-term endocrine function. Our aim was to assess computed tomography texture analysis as a strategy to pre-dict long-term endocrine function after total pancreatectomy and islet cell autotransplantation. Methods: All patients undergoing total pancreatectomy and islet cell autotransplantation from 2007 to 2020 who had high-quality preoperative computed tomography imaging available for texture analysis were included. The primary outcome was optimal long-term endocrine function, defined as stable gly-cemic control with <10 units of insulin/day. Results: Sixty-three patients met inclusion criteria. Median yield was 6,111 islet equivalent/kg body weight. At a median follow-up of 64.2 months, 12.7% (n = 8) of patients were insulin independent and 39.7% (n = 25) demonstrated optimal endocrine function. Neither total islet equivalent nor islet equiv-alent/kg body weight alone were associated with optimal endocrine function. To improve endocrine function prediction, computed tomography texture analysis parameters were analyzed, identifying an association between kurtosis (odds ratio, 2.32; 95% confidence interval, 1.08-4.80; P = .02) and optimal endocrine function. Sensitivity analysis discovered a cutoff for kurtosis = 0.60, with optimal endocrine function seen in 66.7% with kurtosis >= 0.60, compared with only 26.2% with kurtosis <0.60 (P < .01). On multivariate logistic regression including islet equivalent yield, only kurtosis >= 0.60 (odds ratio, 5.61; 95% confidence interval, 1.56-20.19; P =.01) and fewer small islet equivalent (odds ratio, 1.00; 95% confi-dence interval, 1.00-1.00; P = .02) were associated with optimal endocrine function, with the whole model demonstrating excellent prediction of long-term endocrine function (area under the curve, 0.775). Conclusion: Computed tomography texture analysis can provide qualitative data, that when used in combination with quantitative islet equivalent yield, can accurately predict long-term endocrine function after total pancreatectomy and islet cell autotransplantation. (c) 2022 Elsevier Inc. All rights reserved.
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Takita, Morihito
Lara, Luis F.
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机构:
Cleveland Clin Florida, Dept Gastroenterol, Weston, FL USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Lara, Luis F.
Naziruddin, Bashoo
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Naziruddin, Bashoo
Shahbazov, Rauf
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Shahbazov, Rauf
Lawrence, Michael C.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Lawrence, Michael C.
Kim, Peter T.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Kim, Peter T.
Onaca, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Onaca, Nicholas
Burdick, James S.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Univ, Med Ctr, Dept Gastroenterol, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Burdick, James S.
Levy, Marlon F.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USA
Baylor All St Med Ctr, Baylor Annette C & Harold C Simmons Transplant In, Ft Worth, TX 76104 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Univ Cincinnati, Med Ctr, Dept Surg, Cincinnati, OH 45267 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Wilson, Gregory C.
Cannella, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Univ Palermo, Dept Radiol, Palermo, ItalyUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Cannella, Roberto
Fiorentini, Guido
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Osped San Raffaele, Div Hepatobiliary Surg, Milan, ItalyUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Fiorentini, Guido
Shen, Chengli
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Shen, Chengli
Borhani, Amir
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Borhani, Amir
Furlan, Alessandro
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Furlan, Alessandro
Tsung, Allan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Ohio State Univ, Dept Surg, Wexner Med Ctr, Columbus, OH 43210 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Takita, Morihito
Lara, Luis F.
论文数: 0引用数: 0
h-index: 0
机构:
Cleveland Clin Florida, Dept Gastroenterol, Weston, FL USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Lara, Luis F.
Naziruddin, Bashoo
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Naziruddin, Bashoo
Shahbazov, Rauf
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Shahbazov, Rauf
Lawrence, Michael C.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Lawrence, Michael C.
Kim, Peter T.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Kim, Peter T.
Onaca, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Onaca, Nicholas
Burdick, James S.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Univ, Med Ctr, Dept Gastroenterol, Dallas, TX USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
Burdick, James S.
Levy, Marlon F.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Annette C & Harold C Simmons Transplant In, Dallas, TX USA
Baylor All St Med Ctr, Baylor Annette C & Harold C Simmons Transplant In, Ft Worth, TX 76104 USABaylor Res Inst, Islet Cell Lab, Dallas, TX 75246 USA
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Univ Cincinnati, Med Ctr, Dept Surg, Cincinnati, OH 45267 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Wilson, Gregory C.
Cannella, Roberto
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Univ Palermo, Dept Radiol, Palermo, ItalyUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Cannella, Roberto
Fiorentini, Guido
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Osped San Raffaele, Div Hepatobiliary Surg, Milan, ItalyUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Fiorentini, Guido
Shen, Chengli
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Shen, Chengli
Borhani, Amir
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Borhani, Amir
Furlan, Alessandro
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Furlan, Alessandro
Tsung, Allan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA
Univ Pittsburgh, Dept Radiol, Med Ctr, Liver Canc Ctr, Pittsburgh, PA 15260 USA
Ohio State Univ, Dept Surg, Wexner Med Ctr, Columbus, OH 43210 USAUniv Pittsburgh, Dept Surg, Med Ctr, Liver Canc Ctr, Pittsburgh, PA USA