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Gołębiewska JE, Bachul PJ, Fillman N, Basto L, Kijek MR, Gołąb K, Wang LJ, Tibudan M, Thomas C, Dębska-Ślizień A, Gelrud A, Matthews JB, Millis JM, Fung J, Witkowski P. Assessment of simple indices based on a single fasting blood sample as a tool to estimate beta-cell function after total pancreatectomy with islet autotransplantation - a prospective study. Transpl Int 2018; 32:280-290. [PMID: 30353611 DOI: 10.1111/tri.13364] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2018] [Revised: 10/05/2018] [Accepted: 10/15/2018] [Indexed: 12/13/2022]
Abstract
We investigated six indices based on a single fasting blood sample for evaluation of the beta-cell function after total pancreatectomy with islet autotransplantation (TP-IAT). The Secretory Unit of Islet Transplant Objects (SUITO), transplant estimated function (TEF), homeostasis model assessment (HOMA-2B%), C-peptide/glucose ratio (CP/G), C-peptide/glucose creatinine ratio (CP/GCr) and BETA-2 score were compared against a 90-min serum glucose level, weighted mean C-peptide in mixed meal tolerance test (MMTT), beta score and the Igls score adjusted for islet function in the setting of IAT. We analyzed values from 32 MMTTs in 15 patients after TP-IAT with a follow-up of up to 3 years. Four (27%) individuals had discontinued insulin completely prior to day 75, while 6 out of 12 patients (50%) did not require insulin support at 1-year follow-up with HbA1c 6.0% (5.5-6.8). BETA-2 was the most consistent among indices strongly correlating with all reference measures of beta-cell function (r = 0.62-0.68). In addition, it identified insulin independence (cut-off = 16.2) and optimal/good versus marginal islet function in the Igls score well, with AUROC of 0.85 and 0.96, respectively. Based on a single fasting blood sample, BETA-2 score has the most reliable discriminant value for the assessment of graft function in patients undergoing TP-IAT.
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Affiliation(s)
- Justyna E Gołębiewska
- Department of Surgery, University of Chicago, Chicago, IL, USA.,Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - Piotr J Bachul
- Department of Surgery, University of Chicago, Chicago, IL, USA.,Department of Anatomy, Jagiellonian University Medical College, Krakow, Poland
| | - Natalie Fillman
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Lindsay Basto
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Mark R Kijek
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Karolina Gołąb
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Ling-Jia Wang
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Martin Tibudan
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Celeste Thomas
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Alicja Dębska-Ślizień
- Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - Andres Gelrud
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | | | | | - John Fung
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Piotr Witkowski
- Department of Surgery, University of Chicago, Chicago, IL, USA
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2
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Gołębiewska J, Solomina J, Kijek MR, Kotukhov A, Basto L, Gołąb K, Bachul PJ, Konsur E, Ciepły K, Fillman N, Wang LJ, Thomas CC, Philipson LH, Tibudan M, Krenc A, Dębska-Ślizień A, Fung J, Witkowski P. External Validation of the Newly Developed BETA-2 Scoring System for Pancreatic Islet Graft Function Assessment. Transplant Proc 2018; 49:2340-2346. [PMID: 29198674 DOI: 10.1016/j.transproceed.2017.10.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND BETA-2 score using a single fasting blood sample was developed to estimate beta-cell function after islet transplantation (ITx) and was validated internally by a high ITx volume center (Edmonton). The goal was to validate BETA-2 externally, in our center. METHODS Areas under receiver operating characteristic curves (AUROCs) were obtained to see if beta score or BETA-2 would better detect insulin independence and glucose intolerance. RESULTS We analyzed values from 48 mixed meal tolerance tests (MMTTs) in 4 ITx recipients with a long-term follow-up to 140 months (LT group) and from 54 MMTTs in 13 short-term group patients (ST group). AUROC for no need for insulin support was 0.776 (95% confidence interval [CI] 0.539-1, P = .02) and 0.922 (95% CI 0.848-0.996, P < .001) for beta score and 0.79 (95% CI 0.596-0.983, P = .003) and 0.941 (95% CI 0.86-1, P < .001) for BETA-2, in LT and ST groups, respectively, and did not differ significantly. In LT group BETA-2 score ≥ 13.03 predicted no need for insulin supplementation with sensitivity of 98%, specificity of 50%, positive predictive value (PPV) of 93%, and negative predictive value (NPV) of 75%. In ST group the optimal cutoff was ≥13.63 with sensitivity of 92% and specificity, PPV, and NPV 82% to 95%. For the detection of glucose intolerance BETA-2 cutoffs were <19.43 in LT group and <17.23 in ST group with sensitivity > 76% and specificity, PPV, and NPV > 80% in both groups. CONCLUSION BETA-2 score was successfully validated externally and is a practical tool allowing for frequent and reliable assessments of islet graft function based on a single fasting blood sample.
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Affiliation(s)
- J Gołębiewska
- Department of Surgery, University of Chicago, Chicago, Illinois, USA; Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - J Solomina
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - M R Kijek
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - A Kotukhov
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - L Basto
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - K Gołąb
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - P J Bachul
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - E Konsur
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - K Ciepły
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - N Fillman
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - L-J Wang
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - C C Thomas
- Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - L H Philipson
- Department of Medicine, University of Chicago, Chicago, Illinois, USA
| | - M Tibudan
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - A Krenc
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - A Dębska-Ślizień
- Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - J Fung
- Department of Surgery, University of Chicago, Chicago, Illinois, USA
| | - P Witkowski
- Department of Surgery, University of Chicago, Chicago, Illinois, USA.
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3
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Gołębiewska JE, Solomina J, Thomas C, Kijek MR, Bachul PJ, Basto L, Gołąb K, Wang LJ, Fillman N, Tibudan M, Ciepły K, Philipson L, Dębska-Ślizień A, Millis JM, Fung J, Witkowski P. Comparative evaluation of simple indices using a single fasting blood sample to estimate beta cell function after islet transplantation. Am J Transplant 2018; 18:990-997. [PMID: 29218834 DOI: 10.1111/ajt.14620] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 11/17/2017] [Accepted: 11/29/2017] [Indexed: 01/25/2023]
Abstract
Six single fasting blood sample-based indices-Secretory Unit of Islet Transplant Objects (SUITO), Transplant Estimated Function (TEF), Homeostasis Model Assessment (HOMA)2-B%, C-peptide/glucose ratio (CP/G), C-peptide/glucose creatinine ratio (CP/GCr), and BETA-2 score-were compared against commonly used 90-minute mixed meal tolerance test (MMTT) serum glucose and beta score to assess which of them best recognizes the state of acceptable blood glucose control without insulin supplementation after islet allotransplantation (ITx). We also tested whether the indices could identify the success of ITx based on the Igls classification of beta cell graft function. We analyzed values from 47 MMTT tests in 4 patients with up to 140 months follow-up and from 54 MMTT tests in 13 patients with up to 42 months follow-up. SUITO, CP/G, HOMA2-B%, and BETA-2 correlated well with the 90-minute glucose of the MMTT and beta-score (r 0.54-0.76), whereas CP/GCr showed a modest performance (r 0.41-0.52) while TEF showed little correlation. BETA-2 and SUITO were the best identifiers and predictors of the need for insulin support, glucose intolerance, and ITx success (P < .001), while HOMA2-B% and TEF were unreliable. Single fasting blood sample SUITO and BETA-2 scores are very practical alternative tools that allow for frequent assessments of graft function.
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Affiliation(s)
- Justyna E Gołębiewska
- Department of Surgery, University of Chicago, Chicago, IL.,Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | - Julia Solomina
- Department of Surgery, University of Chicago, Chicago, IL
| | - Celeste Thomas
- Department of Medicine, University of Chicago, Chicago, IL
| | - Mark R Kijek
- Department of Surgery, University of Chicago, Chicago, IL
| | - Piotr J Bachul
- Department of Surgery, University of Chicago, Chicago, IL.,Department of Anatomy, Jagiellonian University Medical College, Krakow, Poland
| | - Lindsay Basto
- Department of Surgery, University of Chicago, Chicago, IL
| | - Karolina Gołąb
- Department of Surgery, University of Chicago, Chicago, IL
| | - Ling-Jia Wang
- Department of Surgery, University of Chicago, Chicago, IL
| | | | - Martin Tibudan
- Department of Surgery, University of Chicago, Chicago, IL
| | - Kamil Ciepły
- Department of Surgery, University of Chicago, Chicago, IL
| | | | - Alicja Dębska-Ślizień
- Department of Nephrology, Transplantology and Internal Medicine, Medical University of Gdańsk, Gdańsk, Poland
| | | | - John Fung
- Department of Surgery, University of Chicago, Chicago, IL
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Forbes S, Oram RA, Smith A, Lam A, Olateju T, Imes S, Malcolm AJ, Shapiro AMJ, Senior PA. Validation of the BETA-2 Score: An Improved Tool to Estimate Beta Cell Function After Clinical Islet Transplantation Using a Single Fasting Blood Sample. Am J Transplant 2016; 16:2704-13. [PMID: 27017888 PMCID: PMC5074289 DOI: 10.1111/ajt.13807] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 03/01/2016] [Accepted: 03/19/2016] [Indexed: 01/25/2023]
Abstract
The beta score, a composite measure of beta cell function after islet transplantation, has limited sensitivity because of its categorical nature and requires a mixed-meal tolerance test (MMTT). We developed a novel score based on a single fasting blood sample. The BETA-2 score used stepwise forward linear regression incorporating glucose (in millimoles per liter), C-peptide (in nanomoles per liter), hemoglobin A1c (as a percentage) and insulin dose (U/kg per day) as continuous variables from the original beta score data set (n = 183 MMTTs). Primary and secondary analyses assessed the score's ability to detect glucose intolerance (90-min MMTT glucose ≥8 mmol/L) and insulin independence, respectively. A validation cohort of islet transplant recipients (n = 114 MMTTs) examined 12 mo after transplantation was used to compare the score's ability to detect these outcomes. The BETA-2 score was expressed as follows (range 0-42): [Formula: see text] A score <20 and ≥15 detected glucose intolerance and insulin independence, respectively, with >82% sensitivity and specificity. The BETA-2 score demonstrated greater discrimination than the beta score for these outcomes (p < 0.05). Using a fasting blood sample, the BETA-2 score estimates graft function as a continuous variable and shows greater discrimination of glucose intolerance and insulin independence after transplantation versus the beta score, allowing frequent assessments of graft function. Studies examining its utility to track long-term graft function are required.
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Affiliation(s)
- S Forbes
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
- BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - R A Oram
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - A Smith
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
- Department of Surgery, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - A Lam
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - T Olateju
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - S Imes
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
- Department of Surgery, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - A J Malcolm
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
- Department of Surgery, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - A M J Shapiro
- Department of Surgery, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
| | - P A Senior
- Department of Medicine, Clinical Islet Transplant Program, University of Alberta & Alberta Health Services, Edmonton, Alberta, Canada
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5
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Takita M, Matusmoto S. SUITO index for evaluation of clinical islet transplantation. Cell Transplant 2013; 21:1341-7. [PMID: 22472135 DOI: 10.3727/096368912x636885] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The major endpoints for clinical islet transplantation for type 1 diabetes are insulin independence and reduction of hypoglycemic episodes. Both endpoints are influenced by patients' and physicians' preferences regarding the use of exogenous insulin. Therefore, development of an objective endpoint for assessing clinical islet transplantation is desirable. HOMA-beta score is useful in assessing functional β-cell mass. However, this score uses blood insulin levels that are influenced by exogenous insulin injection and therefore is not suitable for patients who receive exogenous insulin. For assessing functional β-cell mass for type 1 diabetic patients after islet transplantation, we created the Secretory Unit of Islet Transplant Objects (SUITO) index using fasting C-peptide and fasting glucose. The formula of the SUITO index is fasting C-peptide (ng/ml)/[fasting blood glucose − 63 (mg/dl)] × 1500. We demonstrated that, within 1 month of islet transplantation, an average SUITO index of >26 was an excellent predictor of achieving insulin independence. In addition, daily SUITO index scores correlated with a reduction of insulin dose and adversely correlated with blood glucose levels during an intravenous glucose tolerance test. Other important endpoints, reduction of hypoglycemic episodes and quality of life, also correlated with the SUITO index. Thus, the SUITO index is excellent for assessing important endpoints (insulin independence, reduction of hypoglycemia, improved quality of life) after allogeneic islet transplantation.
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Affiliation(s)
- Morihito Takita
- Baylor Research Institute, 1400 8th Ave., Fort Worth, TX 76104, USA.
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Hirsch D, Odorico J, Danobeitia JS, Alejandro R, Rickels MR, Hanson M, Radke N, Baidal D, Hullett D, Naji A, Ricordi C, Kaufman D, Fernandez L. Early metabolic markers that anticipate loss of insulin independence in type 1 diabetic islet allograft recipients. Am J Transplant 2012; 12:1275-89. [PMID: 22300172 PMCID: PMC4569145 DOI: 10.1111/j.1600-6143.2011.03947.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The objective of this study was to identify predictors of insulin independence and to establish the best clinical tools to follow patients after pancreatic islet transplantation (PIT). Sequential metabolic responses to intravenous (I.V.) glucose (I.V. glucose tolerance test [IVGTT]), arginine and glucose-potentiated arginine (glucose-potentiated arginine-induced insulin secretion [GPAIS]) were obtained from 30 patients. We determined the correlation between transplanted islet mass and islet engraftment and tested the ability of each assay to predict return to exogenous insulin therapy. We found transplanted islet mass within an average of 16 709 islet equivalents per kg body weight (IEQ/kg BW; range between 6602 and 29 614 IEQ/kg BW) to be a poor predictor of insulin independence at 1 year, having a poor correlation between transplanted islet mass and islet engraftment. Acute insulin response to IVGTT (AIR(GLU) ) and GPAIS (AIR(max) ) were the most accurate methods to determine suboptimal islet mass engraftment. AIR(GLU) performed 3 months after transplant also proved to be a robust early metabolic marker to predict return to insulin therapy and its value was positively correlated with duration of insulin independence. In conclusion, AIR(GLU) is an early metabolic assay capable of anticipating loss of insulin independence at 1 year in T1D patients undergoing PIT and constitutes a valuable, simple and reliable method to follow patients after transplant.
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Affiliation(s)
- D. Hirsch
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - J. Odorico
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - J. S. Danobeitia
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - R. Alejandro
- Department of Medicine, Division of Endocrinology, University of Miami School of Medicine, Miami, FL
| | - M. R. Rickels
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - M. Hanson
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - N. Radke
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - D. Baidal
- Department of Medicine, Division of Endocrinology, University of Miami School of Medicine, Miami, FL
| | - D. Hullett
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - A. Naji
- Department of Surgery, Division of Transplantation, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - C. Ricordi
- Department of Surgery, Microbiology and Immunology, University of Miami, Miami, FL
| | - D. Kaufman
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
| | - L. Fernandez
- Department of Surgery, Division of Transplantation, University of Wisconsin, Madison, WI
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