Predicting endocrine function after total pancreatectomy and islet cell autotransplantation: A novel approach utilizing computed tomography texture analysis

被引:2
作者
Turner, Kevin M. [1 ]
Wahab, Shaun A. [2 ]
Delman, Aaron M. [1 ]
Brunner, John [1 ]
Smith, Milton T. [3 ]
Choe, Kyuran A. [2 ]
Patel, Sameer H. [4 ]
Ahmad, Syed A. [4 ]
Wilson, Gregory C. [4 ,5 ]
机构
[1] Univ Cincinnati, Coll Med, Dept Surg, Cincinnati, OH USA
[2] Univ Cincinnati, Coll Med, Dept Radiol, Cincinnati, OH USA
[3] Univ Cincinnati, Coll Med, Dept Internal Med, Div Digest Dis, Cincinnati, OH USA
[4] Univ Cincinnati, Coll Med, Dept Surg, Div Surg Oncol, Cincinnati, OH USA
[5] Div Surg Oncol, Surg, Med Sci Bldg,231 Albert Sabin Way, Cincinnati, OH 45267 USA
关键词
CHRONIC-PANCREATITIS; INSULIN REQUIREMENT; NATURAL-HISTORY; OUTCOMES; YIELD; SURGERY; THERAPY;
D O I
10.1016/j.surg.2022.06.052
中图分类号
R61 [外科手术学];
学科分类号
摘要
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.
引用
收藏
页码:567 / 573
页数:7
相关论文
共 35 条
  • [21] Pain Control and Quality of Life After Pancreatectomy with Islet Autotransplantation for Chronic Pancreatitis
    Morgan, Katherine
    Owczarski, Stefanie M.
    Borckardt, Jeffrey
    Madan, Alok
    Nishimura, Michael
    Adams, David B.
    [J]. JOURNAL OF GASTROINTESTINAL SURGERY, 2012, 16 (01) : 129 - 133
  • [22] Morgan KA, 2012, AM SURGEON, V78, P893
  • [23] Combination of pancreas volume and HbA1c level predicts islet yield in patients undergoing total pancreatectomy and islet autotransplantation
    Nanno, Yoshihide
    Wilhelm, Joshua J.
    Heller, David
    Schat, Robben
    Freeman, Martin L.
    Trikudanathan, Guru
    Kirchner, Varvara A.
    Pruett, Timothy L.
    Beilman, Gregory J.
    Hering, Bernhard J.
    Bellin, Melena D.
    [J]. CLINICAL TRANSPLANTATION, 2020, 34 (08)
  • [24] AUTOMATED-METHOD FOR ISOLATION OF HUMAN PANCREATIC-ISLETS
    RICORDI, C
    LACY, PE
    FINKE, EH
    OLACK, BJ
    SCHARP, DW
    [J]. DIABETES, 1988, 37 (04) : 413 - 420
  • [25] Total Pancreatectomy and Islet Autotransplantation for Chronic Pancreatitis
    Sutherland, David E. R.
    Radosevich, David M.
    Bellin, Melena D.
    Hering, Bernard J.
    Beilman, Gregory J.
    Dunn, Ty B.
    Chinnakotla, Srinath
    Vickers, Selwyn M.
    Bland, Barbara
    Balamurugan, A. N.
    Freeman, Martin L.
    Pruett, Timothy L.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2012, 214 (04) : 409 - 424
  • [26] SUTHERLAND DER, 1978, SURG CLIN N AM, V58, P365
  • [27] Effect of the Duration of Chronic Pancreatitis on Pancreas Islet Yield and Metabolic Outcome Following Islet Autotransplantation
    Takita, Morihito
    Lara, Luis F.
    Naziruddin, Bashoo
    Shahbazov, Rauf
    Lawrence, Michael C.
    Kim, Peter T.
    Onaca, Nicholas
    Burdick, James S.
    Levy, Marlon F.
    [J]. JOURNAL OF GASTROINTESTINAL SURGERY, 2015, 19 (07) : 1236 - 1246
  • [28] Imaging prediction of islet yield and post-operative insulin requirement in children undergoing total pancreatectomy with islet autotransplantation
    Trout, Andrew T.
    Nolan, Heather R.
    Abu-El-Haija, Maisam
    Fei, Lin
    Lin, Tom K.
    Elder, Deborah A.
    Nathan, Jaimie D.
    [J]. PANCREATOLOGY, 2021, 21 (01) : 269 - 274
  • [29] Prior Surgery Determines Islet Yield and Insulin Requirement in Patients With Chronic Pancreatitis
    Wang, Hongjun
    Desai, Krupa D.
    Dong, Huansheng
    Owzarski, Stefanie
    Romagnuolo, Joseph
    Morgan, Katherine A.
    Adams, David B.
    [J]. TRANSPLANTATION, 2013, 95 (08) : 1051 - 1057
  • [30] Texture analysis on preoperative contrast-enhanced magnetic resonance imaging identifies microvascular invasion in hepatocellular carcinoma
    Wilson, Gregory C.
    Cannella, Roberto
    Fiorentini, Guido
    Shen, Chengli
    Borhani, Amir
    Furlan, Alessandro
    Tsung, Allan
    [J]. HPB, 2020, 22 (11) : 1622 - 1630