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Kotha S, Lawendy B, Asim S, Gomes C, Yu J, Orchanian-Cheff A, Tomlinson G, Bhat M. Impact of immunosuppression on incidence of post-transplant diabetes mellitus in solid organ transplant recipients: Systematic review and meta-analysis. World J Transplant 2021; 11:432-442. [PMID: 34722172 PMCID: PMC8529944 DOI: 10.5500/wjt.v11.i10.432] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 08/27/2021] [Accepted: 09/19/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Solid organ transplantation is a life-saving intervention for end-stage organ disease. Post-transplant diabetes mellitus (PTDM) is a common complication in solid organ transplant recipients, and significantly compromises long-term survival beyond a year.
AIM To perform a systematic review and meta-analysis to estimate incidence of PTDM and compare the effects of the 3 major immunosuppressants on incidence of PTDM.
METHODS Two hundred and six eligible studies identified 75595 patients on Tacrolimus, 51242 on Cyclosporine and 3020 on Sirolimus. Random effects meta-analyses was used to calculate incidence.
RESULTS Network meta-analysis estimated the overall risk of developing PTDM was higher with tacrolimus (OR = 1.4 95%CI: 1.0–2.0) and sirolimus (OR = 1.8; 95%CI: 1.5–2.2) than with Cyclosporine. The overall incidence of PTDM at years 2-3 was 17% for kidney, 19% for liver and 22% for heart. The risk factors for PTDM most frequently identified in the primary studies were age, body mass index, hepatitis C, and African American descent.
CONCLUSION Tacrolimus tends to exhibit higher diabetogenicity in the short-term (2-3 years post-transplant), whereas sirolimus exhibits higher diabetogenicity in the long-term (5-10 years post-transplant). This study will aid clinicians in recognition of risk factors for PTDM and encourage careful evaluation of the risk/benefit of different immunosuppressant regimens in transplant recipients.
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Affiliation(s)
- Sreelakshmi Kotha
- Department of Gastroenterology, Guy's and St Thomas' Hospital, London SE1 7JD, United Kingdom
| | - Bishoy Lawendy
- Department of Multi-Organ Transplantation, Toronto General Hospital, Toronto M5G 2C4, Canada
| | - Saira Asim
- Multi Organ Transplant Program, Toronto General Hospital, Toronto M5G 2C4, Canada
| | - Charlene Gomes
- Department of Multi-Organ Transplantation, Toronto General Hospital, Toronto M5G 2C4, Canada
| | - Jeffrey Yu
- Department of Multi-Organ Transplantation, Toronto General Hospital, Toronto M5G 2C4, Canada
| | - Ani Orchanian-Cheff
- Department of Multi-Organ Transplantation, Toronto General Hospital, Toronto M5G 2C4, Canada
| | - George Tomlinson
- Dalla Lana School of Public Health, Department of Medicine, University Health Network - Toronto General Hospital, University of Toronto, Toronto M5G 2C4, Canada
| | - Mamatha Bhat
- Multi-organ Transplant, Toronto General Hospital, Toronto M5G 2C4, Canada
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Harada N, Sugawara Y, Akamatsu N, Kaneko J, Tamura S, Aoki T, Sakamoto Y, Hasegawa K, Yamashiki N, Kokudo N. New-onset diabetes mellitus developing in Asian adult living donor liver transplant recipients: a single-center experience. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2016; 20:634-8. [PMID: 23564193 DOI: 10.1007/s00534-013-0602-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND New-onset diabetes mellitus (NODM) after liver transplantation is a common complication with a potentially negative impact on patient outcome. METHODS To evaluate the incidence of NODM and its impact on Asian adult living donor liver transplant (LDLT) recipients, we investigated 369 adult LDLT cases in our institute. RESULTS Preoperative diabetes mellitus (DM) was diagnosed in 38 (9 %) patients. NODM was observed in 128/331 (38 %) patients, 56 (44 %) with persistent NODM and 72 (56 %) with transient NODM. The mean interval between LDLT and the development of NODM was 0.6 ± 1.8 (range 0-1.4) months. Multivariate analyssis revealed that older age, being male and having a higher body mass index were independent risk factors among recipients for developing NODM, while hepatitis C virus infection was not a significant risk factor, and DM had no impact on patient outcome. CONCLUSIONS Although the long-term effect of DM on outcome remains to be investigated, the presence of DM after liver transplant, whether it was NODM or preexisting DM, had no impact on LDLT recipients' outcomes in mid-term.
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Affiliation(s)
- Nobuhiro Harada
- Artificial Organ and Transplantation Division, Department of Surgery, Graduate School of Medicine, University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
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3
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Darstein F, König C, Hoppe-Lotichius M, Grimm D, Knapstein J, Zimmermann A, Mittler J, Schattenberg JM, Sprinzl MF, Wörns MA, Lang H, Galle PR, Zimmermann T. New onset of diabetes after transplantation is associated with improved patient survival after liver transplantation due to confounding factor. Eur J Intern Med 2015; 26:439-44. [PMID: 26058989 DOI: 10.1016/j.ejim.2015.05.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2015] [Accepted: 05/22/2015] [Indexed: 02/01/2023]
Abstract
BACKGROUND The influence of NODAT on survival of liver transplant recipients has not been clarified. Therefore, we evaluated the effect of NODAT on survival in LT recipients. METHODS Data from 352 LT patients were totally analyzed. 97 patients with pretransplant diabetes mellitus were excluded, and 255 patients without diabetes mellitus at time of transplantation were included. RESULTS NODAT was diagnosed in 41 patients (16.1%). There was no difference in frequency of NODAT according to the etiology of liver cirrhosis. NODAT was associated with a higher body weight (p=0.004) and BMI (p=0.002) 5years after LT, but not with weight gain (p=0.201) or increase in BMI (p=0.335) 5years after LT. HbA1c 5years after LT was significantly higher in patients with NODAT (p=0.001), but mean HbA1c still remained lower than 6.5% (6.4(±1.2) %). Patients with NODAT showed better survival rates (log rank: p=0.002) compared to LT recipients without diabetes. According to all existing knowledge of diabetes mellitus (DM) better survival cannot be a direct effect of this disease. Our results are rather influenced by an not known confounding factor (possibly recovery from cachexia) associated with better survival and NODAT, while complications of NODAT will not appear during the relatively short postoperative time and observation period (mean follow up 6.08 (±2.67) years). CONCLUSION NODAT is frequently diagnosed in LT recipients and is associated with an improved 5year survival after LT due to a not exactly known confounding factor.
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Affiliation(s)
- F Darstein
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - C König
- Klinik für Kinder- und Jugendmedizin, Marienhaus Klinikum St. Elisabeth Neuwied, Germany
| | - M Hoppe-Lotichius
- Klinik für Kinder- und Jugendmedizin, Marienhaus Klinikum St. Elisabeth Neuwied, Germany
| | - D Grimm
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - J Knapstein
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - A Zimmermann
- Endokrinologie und Diabetologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - J Mittler
- Allgemein-, Viszeral- und Transplantationschirurgie der Universitätsmedizin Mainz, Germany
| | - J M Schattenberg
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - M F Sprinzl
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - M A Wörns
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - H Lang
- Allgemein-, Viszeral- und Transplantationschirurgie der Universitätsmedizin Mainz, Germany
| | - P R Galle
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany
| | - T Zimmermann
- Hepatologie, I. Medizinische Klinik der Universitätsmedizin Mainz, Germany.
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4
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Roman A, Manito N, Campistol JM, Cuervas-Mons V, Almenar L, Arias M, Casafont F, del Castillo D, Crespo-Leiro MG, Delgado JF, Herrero JI, Jara P, Morales JM, Navarro M, Oppenheimer F, Prieto M, Pulpón LA, Rimola A, Serón D, Ussetti P. The impact of the prevention strategies on the indirect effects of CMV infection in solid organ transplant recipients. Transplant Rev (Orlando) 2014; 28:84-91. [DOI: 10.1016/j.trre.2014.01.001] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2013] [Accepted: 01/19/2014] [Indexed: 01/10/2023]
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Algarem N, Sholkamy A, Alshazly M, Daoud A. New-Onset Diabetes and Hypertension as Complications of Liver Transplantation. Transplant Proc 2014; 46:870-2. [PMID: 24767368 DOI: 10.1016/j.transproceed.2013.12.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Revised: 11/29/2013] [Accepted: 12/10/2013] [Indexed: 12/26/2022]
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Kim YK, Lee KW, Kim SH, Cho SY, Han SS, Park SJ. Early steroid withdrawal regimen prevents new-onset diabetes mellitus in old-age recipients after living donor liver transplantation. World J Surg 2013; 36:2443-8. [PMID: 22674089 DOI: 10.1007/s00268-012-1661-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Steroid use after liver transplantation is known to increase the risk of new-onset diabetes mellitus (NODM). In this study, we tried to identify a patient subgroup who would benefit with regard to NODM by an early steroid withdrawal regimen (ESWR) after living donor liver transplantation (LDLT) METHODS: Among 100 adult LDLT patients, 65 were on a conventional immunosuppressive regimen (CIR), and 35 were on an ESWR. With the ESWR, the steroid was tapered off mostly within 7 days with induction of basiliximab in combination with tacrolimus and mycophenolate mofetil (MMF). The CIR was a combination of tacrolimus and steroid. MMF was added in selected patients. Steroid was tapered off 2-6 months after LT. The presence of NODM was investigated cross-sectionally 6 months after LT. RESULTS There was no significant difference in terms of acute cellular rejection, sepsis, or death during follow-up. NODM had developed in 13 patients (13 %). Old recipient age (≥ 55) and pretransplant history of hypertension were significant risk factors for NODM. The type of immunosuppression was the single risk factor for NODM in subgroup of old-age recipients (≥ 55 years) on the CIR (hazard ratio 13.34, p = 0.04). CONCLUSIONS ESWR can safely reduce the incidence of NODM after LDLT in old-age recipients. Therefore, ESWR should be considered first in old-age recipients undergoing LDLT.
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Affiliation(s)
- Young-Kyu Kim
- Center for Liver Cancer, National Cancer Center, Goyang-si, Gyeonggi-do, Republic of Korea
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7
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Jenssen T, Hartmann A. Prevention and management of transplant-associated diabetes. Expert Opin Pharmacother 2011; 12:2641-55. [PMID: 22047007 DOI: 10.1517/14656566.2011.628936] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
INTRODUCTION New-onset diabetes after transplantation (NODAT) is considered to be a major cause of cardiovascular disease and death among patients with a functioning allograft. A major challenge is to reduce the incidence of NODAT and to treat it optimally once it has occurred. AREAS COVERED This review presents current data on how to prevent NODAT in patients at risk, with a focus on modifications in the immunosuppressive regimen. Current suggestions for detection and treatment of NODAT are also presented. EXPERT OPINION Prevention of NODAT is possible by assessing the patient's glycemic risk prior to transplantation and tailoring the treatment (e.g., choice and dosage of immunosuppressive agents) after transplantation. An oral glucose tolerance test is still the gold standard to detect NODAT in patients at risk (prediabetes) but algorithms can be used to select those who should be tested. The treatment of NODAT involves a broad approach on risk factors for cardiovascular events and graft loss. Future studies on the use of oral hypoglycemic agents in NODAT are still needed.
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Affiliation(s)
- Trond Jenssen
- Oslo University Hospital Rikshospitalet, Section of Nephrology, Department of Organ Transplantation, Oslo, Norway.
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8
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Räkel A, Karelis AD. New-onset diabetes after transplantation: risk factors and clinical impact. DIABETES & METABOLISM 2011; 37:1-14. [PMID: 21295510 DOI: 10.1016/j.diabet.2010.09.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2010] [Revised: 09/17/2010] [Accepted: 09/21/2010] [Indexed: 02/06/2023]
Abstract
With improvements in patient and graft survival, increasing attention has been placed on complications that contribute to long-term patient morbidity and mortality. New-onset diabetes after transplantation (NODAT) is a common complication of solid-organ transplantation, and is a strong predictor of graft failure and cardiovascular mortality in the transplant population. Risk factors for NODAT in transplant recipients are similar to those in non-transplant patients, but transplant-specific risk factors such as hepatitis C (HCV) infection, corticosteroids and calcineurin inhibitors play a dominant role in NODAT pathogenesis. Management of NODAT is similar to type 2 diabetes management in the general population. However, adjusting the immunosuppressant regimen to improve glucose tolerance must be weighed against the risk of allograft rejection. Lifestyle modification is currently the strategy with the least risk and the most benefit.
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Affiliation(s)
- A Räkel
- Department of Medicine, hôpital Saint-Luc, centre de recherche, centre hospitalier, University of Montreal, René-Lévesque-Est, Québec, Canada.
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Van Laecke S, Desideri F, Geerts A, Van Vlierberghe H, Berrevoet F, Rogiers X, Troisi R, de Hemptinne B, Vanholder R, Colle I. Hypomagnesemia and the risk of new-onset diabetes after liver transplantation. Liver Transpl 2010; 16:1278-87. [PMID: 21031543 DOI: 10.1002/lt.22146] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
New-onset diabetes after transplantation (NODAT) is a frequent complication after liver transplantation and has a negative impact on both patient and graft survival. In analogy with the previous finding of an association between posttransplant hypomagnesemia and NODAT in renal transplant recipients, the relation between both pretransplant and posttransplant hypomagnesemia and NODAT was studied in liver transplant recipients (LTRs). One hundred sixty-nine adult LTRs (>18 years old) without diabetes who underwent transplantation between 2004 and 2009 were studied (mean age = 52.11 ± 12.6 years, proportion of LTRs who were male = 67.5%, body mass index = 25.5 ± 4.4 kg/m², proportion receiving tacrolimus = 90.0%). NODAT was defined according to the American Diabetes Association criteria. The association of NODAT with both pretransplant and posttransplant serum magnesium (Mg) was examined. Overall, 52 of 169 patients (30.8%) developed NODAT, and 57.7% of these (30 patients) were treated with antidiabetic drugs. Both pretransplant Mg levels and Mg levels in the first month after transplantation were lower in patients developing NODAT (P = 0.008 and P = 0.001, respectively). A multivariate regression model (adjusted for weight, pretransplant glucose levels, hyperglycemia in the first week after transplantation, gender, hepatitis C, and corticosteroid dosing) demonstrated both pretransplant Mg levels (hazard ratio = 0.844 per 0.1 mg/dL increase, 95% confidence interval = 0.764-0.932, P = 0.001) and posttransplant Mg levels (hazard ratio = 0.659, 95% confidence interval = 0.518-0.838, P = 0.001) to be independent predictors of NODAT together with age, biopsy-proven acute rejection, and cytomegalovirus (CMV) infection in the first year after transplantation. In conclusion, pretransplant hypomagnesemia and early posttransplant hypomagnesemia are independent predictors of new-onset diabetes after liver transplantation. Other risk factors are age, biopsy-proven acute rejection, and CMV infection.
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Affiliation(s)
- Steven Van Laecke
- Department of Nephrology, Ghent University Hospital, Ghent, Belgium.
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10
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Desai S, Hong JC, Saab S. Cardiovascular risk factors following orthotopic liver transplantation: predisposing factors, incidence and management. Liver Int 2010; 30:948-57. [PMID: 20500807 DOI: 10.1111/j.1478-3231.2010.02274.x] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Liver transplantation is the standard of care for acute and chronic causes of end-stage liver disease. Advances in medical therapy and surgical techniques have led to improvement of patient and graft survival rates following orthotopic liver transplantation. However, the prevalence of post-transplant cardiovascular complications has been rising with increased life expectancy after liver transplantation. AIMS To determine the incidences, risk factors, and treatment for hypertension, hyperlipidaemia, diabetes, and obesity in the post-liver transplantation population. METHODS We performed a review of relevant studies available on the PubMed database that provided information on the incidence, risk factors and treatment for cardiovascular complications that develop in the post-liver transplantation population. RESULTS Current immunosuppressive agents have improved patient and graft survival rates. However, long-term exposure to these agents has been associated with development of systemic and metabolic complications including hypertension, hyperlipidaemia, diabetes mellitus and obesity. Cardiovascular disease remains one of the most common causes of death in liver transplant patients with functional grafts. CONCLUSIONS Liver transplant recipients have a higher risk of cardiovascular complications compared with the nontransplant population. Post-transplant cardiac risk stratification and aggressive treatment of cardiovascular complications, including modification of risk factors and tailoring of immunosuppressive regimen, is imperative to prevent serious complications.
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Affiliation(s)
- Shireena Desai
- Department of Medicine, University of California at Los Angeles, Los Angeles, CA, USA
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11
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Advanced glycation end products enhance monocyte activation during human mixed lymphocyte reaction. Clin Immunol 2009; 134:345-53. [PMID: 19914138 DOI: 10.1016/j.clim.2009.10.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2009] [Revised: 10/16/2009] [Accepted: 10/20/2009] [Indexed: 11/24/2022]
Abstract
Posttransplant diabetes mellitus (PTDM) is a frequent complication among transplant recipients. Ligation of advanced glycation end products (AGEs) with their receptor (RAGE) on monocytes/macrophages plays roles in the diabetes complications. The enhancement of adhesion molecule expression on monocytes/macrophages activates T-cells, leading to reduced allograft survival. We investigated the effect of four distinct AGE subtypes (AGE-2/AGE-3/AGE-4/AGE-5) on the expressions of intracellular adhesion molecule (ICAM)-1, B7.1, B7.2 and CD40 on monocytes, the production of interferon (IFN)-gamma and tumor necrosis factor (TNF)-alpha and the proliferation of T-cells during human mixed lymphocyte reaction (MLR). AGE-2 and AGE-3 selectively induced the adhesion molecule expression, cytokine production and T-cell proliferation. The AGE-induced up-regulation of adhesion molecule expression was involved in the cytokine production and T-cell proliferation. AGE-2 and AGE-3 up-regulated the expression of RAGE on monocytes; therefore, the AGEs may activate monocytes, leading to the up-regulation of adhesion molecule expression, cytokine production and T-cell proliferation.
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Abstract
New-onset diabetes mellitus is a common complication of solid organ transplantation and is likely to become even more common with the current epidemic of obesity in some countries. It has become clear that both new-onset diabetes and prediabetic states (impaired fasting glucose and impaired glucose tolerance) negatively influence graft and patient survival after transplantation. This observation forms the basis for recommending meticulous screening for glucose intolerance before and after transplantation. Although a number of clinical factors including age, weight, ethnicity, family history, and infection with hepatitis C are closely associated with the new-onset diabetes mellitus, immunosuppression with corticosteroids, calcineurin inhibitors and possibly sirolimus plays a dominant role in its pathogenesis. Management of new-onset diabetes after transplantation generally conforms to the guidelines for treatment of type 2 diabetes mellitus in the general population. However, further studies are needed to determine the optimal immunosuppressive regimens for patients with this disorder.
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Affiliation(s)
- Kenneth A Bodziak
- Department of Medicine, Division of Nephrology and Hypertension, Case Western Reserve University and the Transplantation Service, University Hospitals Case Medical Center, Cleveland, OH 44106, USA
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Driscoll CJ, Cashion AK, Hathaway DK, Thompson C, Conley Y, Riely C, Xu L, Homayouni R. Blood gene expression profiling in liver transplant recipients with hepatitis C virus and posttransplantation diabetes mellitus. Transplant Proc 2007; 38:3646-8. [PMID: 17175356 PMCID: PMC1847576 DOI: 10.1016/j.transproceed.2006.10.116] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2006] [Indexed: 11/20/2022]
Abstract
BACKGROUND Hepatitis C virus (HCV) is a risk factor for developing posttransplantation diabetes mellitus (PTDM) after liver transplantation; little is known about the biological mechanisms involved with this risk. This study investigated gene expression differences to provide insight into potential mechanisms. PATIENTS AND METHODS Gene expression profiles of blood samples obtained from 6 HCV+ liver transplant recipients were determined using Affymetrix U133 Plus 2.0 microarrays. Differential gene expression was assessed between HCV+ recipients with PTDM (n = 3) and without PTDM (n = 3) using the GeneSpring 7.3 software package. The Welch t test was used to identify significant differences (P < .05) between groups. Gene expression profiles for 6 HCV- liver transplant recipients (with PTDM = 3, without PTDM = 3) were used as a blind test set to evaluate a subset of genes to predict PTDM. RESULTS Expression levels of 347 genes were significantly different between recipients with PTDM and those without PTDM. Seventy-four genes were up-regulated and 270 were down-regulated in PTDM. Genes were categorized into functional classes: apoptosis (n = 69 genes); immune function (n = 110); diabetes (n = 17); hepatitis C (n = 12); liver transplant (n = 69). The expression profile of a subset of genes was evaluated for predicting PTDM in 6 HCV- transplant recipients. We accurately predicted the presence or absence of PTDM in 5/6 recipients. CONCLUSIONS PTDM in HCV+ liver transplant recipients was associated with down-regulated expression of a large number of genes. A subset of these genes was useful to predict PTDM in HCV- recipients. Most genes were associated with apoptosis and immune function. HCV may act as a primer by affecting a group of genes involved in developing diabetes.
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Affiliation(s)
- C J Driscoll
- College of Nursing, University of Tennessee Health Science Center, Memphis, Tennessee, USA.
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