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Ang A, Schieve C, Rose S, Kew C, First MR, Mannon RB. Avoiding surveillance biopsy: Use of a noninvasive biomarker assay in a real-life scenario. Clin Transplant 2020; 35:e14145. [PMID: 33170974 DOI: 10.1111/ctr.14145] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 10/30/2020] [Accepted: 11/03/2020] [Indexed: 12/29/2022]
Abstract
PURPOSE TruGraf™ blood test measures a specific gene expression signature in peripheral blood mononuclear cells for noninvasive assessment of kidney transplant recipients (KTRs) with stable renal function, excluding subclinical acute rejection (subAR) with high degree of confidence. Study objective was to correlate TruGraf™ test with 6-month surveillance biopsy (SBx). METHODS Prospective, single-center study of 116 consecutive KTRs with SBx performed at 6 months post-transplant..TruGraf™ done at time of SBx; results compared with histology (Banff 2017) for concordance. RESULTS Of 116 enrollees, 26 excluded, absent biopsy (n = 17), test quality control issues (n = 9), leaving 90 KTRs-66% deceased donor kidneys, 58% African American, and 59% male. TruGraf™ result negative in 67 subjects; 54 had normal biopsy, indicating SBx could have been avoided. Eight subjects had true positive result where biopsy justified. Unnecessary biopsy would have been performed in 15 subjects with false-positive TruGraf™, and subAR missed in 13 subjects with false-negative test. In overall population of 90 patients, SBx would have been avoided in 54 (60%). CONCLUSIONS Implementation of TruGraf™ testing in a "real-world" cohort at the time of SBx identified a significant proportion of KTRs that could have avoided SBx.
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Affiliation(s)
- Audrey Ang
- Division of Nephrology, Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Clifton Kew
- Division of Nephrology, Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - M Roy First
- Transplant Genomics Inc., Mansfield, MA, USA
| | - Roslyn B Mannon
- Division of Nephrology, Department of Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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2
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Kurian SM, Williams AN, Gelbart T, Campbell D, Mondala TS, Head SR, Horvath S, Gaber L, Thompson R, Whisenant T, Lin W, Langfelder P, Robison EH, Schaffer RL, Fisher JS, Friedewald J, Flechner SM, Chan LK, Wiseman AC, Shidban H, Mendez R, Heilman R, Abecassis MM, Marsh CL, Salomon DR. Molecular classifiers for acute kidney transplant rejection in peripheral blood by whole genome gene expression profiling. Am J Transplant 2014; 14:1164-72. [PMID: 24725967 PMCID: PMC4439107 DOI: 10.1111/ajt.12671] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Revised: 12/30/2013] [Accepted: 01/15/2014] [Indexed: 01/25/2023]
Abstract
There are no minimally invasive diagnostic metrics for acute kidney transplant rejection (AR), especially in the setting of the common confounding diagnosis, acute dysfunction with no rejection (ADNR). Thus, though kidney transplant biopsies remain the gold standard, they are invasive, have substantial risks, sampling error issues and significant costs and are not suitable for serial monitoring. Global gene expression profiles of 148 peripheral blood samples from transplant patients with excellent function and normal histology (TX; n = 46), AR (n = 63) and ADNR (n = 39), from two independent cohorts were analyzed with DNA microarrays. We applied a new normalization tool, frozen robust multi-array analysis, particularly suitable for clinical diagnostics, multiple prediction tools to discover, refine and validate robust molecular classifiers and we tested a novel one-by-one analysis strategy to model the real clinical application of this test. Multiple three-way classifier tools identified 200 highest value probesets with sensitivity, specificity, positive predictive value, negative predictive value and area under the curve for the validation cohort ranging from 82% to 100%, 76% to 95%, 76% to 95%, 79% to 100%, 84% to 100% and 0.817 to 0.968, respectively. We conclude that peripheral blood gene expression profiling can be used as a minimally invasive tool to accurately reveal TX, AR and ADNR in the setting of acute kidney transplant dysfunction.
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Affiliation(s)
- S. M. Kurian
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA
| | - A. N. Williams
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA
| | - T. Gelbart
- DNA Array Core, The Scripps Research Institute, La Jolla, CA
| | - D. Campbell
- DNA Array Core, The Scripps Research Institute, La Jolla, CA
| | - T. S. Mondala
- DNA Array Core, The Scripps Research Institute, La Jolla, CA
| | - S. R. Head
- DNA Array Core, The Scripps Research Institute, La Jolla, CA
| | - S. Horvath
- Department of Biostatistics, University of California, Los Angeles, CA
| | - L. Gaber
- The Texas Medical Center, Houston, TX
| | - R. Thompson
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA
| | - T. Whisenant
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA
| | - W. Lin
- Department of Biostatistics, University of California, Los Angeles, CA
| | - P. Langfelder
- Department of Biostatistics, University of California, Los Angeles, CA
| | - E. H. Robison
- DNA Array Core, The Scripps Research Institute, La Jolla, CA
| | - R. L. Schaffer
- Scripps Center for Organ Transplantation, Scripps Health, La Jolla, CA
| | - J. S. Fisher
- Scripps Center for Organ Transplantation, Scripps Health, La Jolla, CA
| | - J. Friedewald
- Northwestern Comprehensive Transplant Center, Northwestern University, Chicago, IL
| | - S. M. Flechner
- Glickman Urological Institute, The Cleveland Clinic, Cleveland, OH
| | - L. K. Chan
- University of Colorado Hospital, Transplant Services, Aurora, CO
| | - A. C. Wiseman
- University of Colorado Hospital, Transplant Services, Aurora, CO
| | - H. Shidban
- St. Vincent Medical Center, Kidney Transplantation, Los Angeles, CA
| | - R. Mendez
- St. Vincent Medical Center, Kidney Transplantation, Los Angeles, CA
| | - R. Heilman
- Department of Medicine, Mayo Clinic Arizona and Mayo Clinic College of Medicine, Phoenix, AZ
| | - M. M. Abecassis
- Northwestern Comprehensive Transplant Center, Northwestern University, Chicago, IL
| | - C. L. Marsh
- Scripps Center for Organ Transplantation, Scripps Health, La Jolla, CA
| | - D. R. Salomon
- Department of Molecular and Experimental Medicine, The Scripps Research Institute, La Jolla, CA,Scripps Center for Organ Transplantation, Scripps Health, La Jolla, CA,Corresponding author: Daniel R. Salomon,
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PDIA3 mRNA expression and IL-2, IL-4, IL-6, and CRP levels of acute kidney allograft rejection in rat. Mol Biol Rep 2011; 39:5233-8. [PMID: 22201020 DOI: 10.1007/s11033-011-1321-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Accepted: 12/03/2011] [Indexed: 01/20/2023]
Abstract
Kidney transplantation to treat end-stage renal disease has evolved rapidly from the first successful transplantations to the current widespread use of grafts from both cadaveric and living donors. But acute rejection is still a strong risk factor for chronic rejection in recipients of renal grafts. To investigate possible mechanisms, we describe a comparison between differentially proteins expression and immune markers profile (IL-2, IL-4, IL-6, and CRP) of acute rejection and the controls. Through quantitative real-time RT-PCR confirmation, PDIA3 mRNA and protein expression levels in serum and transplanted kidney in experiment group was significantly (P < 0.05) higher than that in control group. Immunity analysis showed that plasma IL-2, IL-4, IL-6, and CRP levels were higher in experimental rats than those in control rats. Our data thus indicate that PDIA3 might be potentially involve into the occurence and development of acute rejection response in renal transplantation and increased plasma IL-2, IL-4, IL-6, and CRP levels play an important role to prevent acute kidney allograft rejection in rats.
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4
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Grey D, Sack U, Scholz M, Knaack H, Fricke S, Oppel C, Luderer D, Fangmann J, Emmrich F, Kamprad M. Increased CD64 expression on polymorphonuclear neutrophils indicates infectious complications following solid organ transplantation. Cytometry A 2011; 79:446-60. [PMID: 21472846 DOI: 10.1002/cyto.a.21049] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2010] [Revised: 02/14/2011] [Accepted: 02/17/2011] [Indexed: 11/07/2022]
Abstract
The aim of this study was to evaluate the diagnostic value of monitoring CD64 antigen upregulation on polymorphonuclear neutrophils (PMN) for the identification of infectious complications in the postoperative course of solid organ transplanted patients. Twenty-five kidney, 13 liver, and four pancreas-kidney transplanted patients were included. Beginning with preoperative values up to postoperative values after 3 months for each patient, the PMN CD64 Index, HLA-DR on monocytes, NKp44+ NK and NK/T cells, CXCR3+ NK cells, CXCR3+ T helper cells, CXCR3+ NK/T cells, and CD4/CD8 ratio were measured by flow cytometry. Subsequently they were correlated with confirmed postoperative complications. Measuring the PMN CD64 Index reached a sensitivity of 89% and a specificity of 65% in the detection of infectious complications. Concerning this matter, it was a significantly better marker than all other included parameters except CXCR3+ NK/T cells. In contrast, according to our results the PMN CD64 Index has no diagnostic relevance in detection of rejections. The combination of included parameters showed no improved diagnostic value. Due to its high sensitivity and specificity for infectious complications CD64 on PMN could be proven a very good indicator in evaluating suspected infectious complications in the postoperative course of transplanted patients.
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Affiliation(s)
- Daniel Grey
- Institute of Clinical Immunology, Medical Faculty, Universität Leipzig, Leipzig, Germany.
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5
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Bronchiolitis Obliterans Syndrome Is Associated With Absence of Suppression of Peripheral Blood Th1 Proinflammatory Cytokines. Transplantation 2009; 88:211-8. [DOI: 10.1097/tp.0b013e3181ac170f] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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6
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Eikmans M, Roelen DL, Claas FHJ. Molecular monitoring for rejection and graft outcome in kidney transplantation. ACTA ACUST UNITED AC 2008; 2:1365-79. [DOI: 10.1517/17530050802600683] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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Novel immunosuppression: R348, a JAK3- and Syk-inhibitor attenuates acute cardiac allograft rejection. Transplantation 2008; 85:885-92. [PMID: 18360272 DOI: 10.1097/tp.0b013e318166acc4] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Janus kinase (JAK)3 is crucial for signal transduction downstream of various cytokine receptors in immune cells. This is the first report on the novel JAK3 inhibitor R348. METHODS (1) Detailed pharmacokinetic data were obtained in rats; (2) multiple in vitro enzyme inhibition assays were performed to characterize the drug; (3) prevention of acute rejection was investigated in animals treated with different doses of R348 or rapamycin for 5 days; and (4) cardiac allograft survival after a 10-day treatment period was studied for various regimens of R348, tacrolimus, or rapamycin; combination indices were calculated to evaluate drug interactions. RESULTS (1) Plasma levels of R348's active metabolite R333 sustained high for 8 hr or more, depending on the dose. (2) In vitro enzyme assays showed potent inhibition of JAK3- and Syk-dependent pathways. (3) R348 40 mg/kg preserved graft function, significantly reduced graft infiltration, and decreased histologic ISHLT rejection scores on postoperative day 5. Results were similar to those of rapamycin 3 mg/kg. Likewise, both drugs significantly reduced the cellular Th1 and Th2 immune responses, as determined by enzyme-linked immunosorbent assays. Intragraft inflammatory cytokine upregulation was similarly suppressed by R348 and rapamycin. R348 10 mg/kg was subtherapeutic. (4) Allograft survival was similar for R348 20 and 40 mg/kg, which was comparable with therapeutically dosed tacrolimus or rapamycin. In combination regimens, R348 demonstrated highly beneficial synergistic interactions with tacrolimus. CONCLUSIONS R348 is a promising novel JAK3/Syk-inhibitor with favorable pharmacokinetics and biological activity. It effectively diminishes acute cardiac allograft rejection and is suitable for combination regimens with tacrolimus.
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Acute lung transplant rejection is associated with localized increase in T-cell IFNgamma and TNFalpha proinflammatory cytokines in the airways. Transplantation 2008; 84:1452-8. [PMID: 18091521 DOI: 10.1097/01.tp.0000290679.94163.e1] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Allograft rejection remains a major cause of morbidity and mortality after lung transplantation and is associated with increased gene expression for proinflammatory cytokines. T cells are a major cell type involved in graft rejection. There have been no previous studies of cytokine production by T cells from blood, bronchoalveolar lavage (BAL), and intraepithelial T cells from bronchial brushings (BB) during rejection episodes; we hypothesized that T-cell proinflammatory cytokines would be increased in the airways during rejection episodes despite standard immunosuppression regimens. METHOD To investigate changes in cytokine profiles during rejection episodes, whole blood, BAL, and BB from stable lung transplant patients and those with acute rejection were stimulated in vitro and intracellular cytokine production by CD8- (CD4+) and CD8+ T-cell subsets determined using multiparameter flow cytometry. RESULTS Transforming growth factor (TGF)-beta was significantly decreased in blood CD4+ and CD8+ T cells while interferon (IFN)-gamma and tumor necrosis factor (TNF)-alpha were significantly increased in BAL CD4+ and CD8+ T cells in patients with evidence of rejection. There was no change in CD4:CD8, interleukin (IL)-2, or IL-4 between stable and rejecting groups. CONCLUSIONS Acute lung transplant rejection is associated with decreased intracellular T-cell TGFbeta in blood and increased intracellular IFNgamma and TNFalpha in BAL CD4+ and CD8+ T cells. Drugs that effectively reduce airway T-cell IFNgamma and TNFalpha proinflammatory cytokine production may improve current protocols for reducing acute graft rejection in lung transplant patients.
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Aquino-Dias EC, Joelsons G, da Silva DM, Berdichevski RH, Berdichewski RH, Ribeiro AR, Veronese FJV, Veronose FJV, Gonçalves LF, Manfro RC. Non-invasive diagnosis of acute rejection in kidney transplants with delayed graft function. Kidney Int 2008; 73:877-84. [PMID: 18216781 DOI: 10.1038/sj.ki.5002795] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Delayed graft function (DGF) often occurs in kidney transplants from deceased donors. We wanted to provide studies giving more accurate non-invasive tests for acute rejection (AR). Using real-time PCR, we examined the expression of cytolytic molecules such as perforin, granzyme B, and fas-ligand along with serpin proteinase inhibitor-9. We also measured the expression of FOXP3, a characteristic gene of T-regulatory cells known to be involved in AR. These studies were conducted on peripheral blood monocytes, urinary cells, and 48 surveillance kidney biopsies taken from a total of 35 patients with DGF. Of these patients, 20 had a histopathological diagnosis of AR, whereas other 28 had characteristics of acute tubular necrosis (ATN). Expression of cytolytic and apoptotic-associated genes in the biopsy tissue, peripheral blood leukocytes, and urinary cells was significantly higher in patients with AR than that in patients with ATN. Diagnostic parameters associated with FOXP3 gene expression were most accurate in peripheral blood leukocytes and urine cells with sensitivity, specificity, positive and negative predictive values, and accuracy between 94 and 100%. Our study shows that quantification of selected genes in peripheral blood leukocytes and urinary cells from renal transplant patients with DGF may provide a useful and accurate non-invasive diagnosis of AR.
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Affiliation(s)
- E C Aquino-Dias
- Post-Graduate Medical Sciences-Nephrology Program, School of Medicine, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
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10
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Schrepfer S, Deuse T, Reichenspurner H, Hoffmann J, Haddad M, Fink J, Fischbein MP, Robbins RC, Pelletier MP. Effect of inhaled tacrolimus on cellular and humoral rejection to prevent posttransplant obliterative airway disease. Am J Transplant 2007; 7:1733-42. [PMID: 17532751 DOI: 10.1111/j.1600-6143.2007.01858.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
This study aimed to investigate the pharmacokinetics after tacrolimus aerosol inhalation and to assess its efficacy to suppress acute and chronic airway allograft rejection. Orthotopic tracheal transplantations were performed and tacrolimus (4 mg/kg) was administered orally (PO) or via aerosol (AER). Tracheal tissue level AUCs(0-12) were similar in both treatment groups, but blood AUCs(0-12) were approximately 5.5-fold lower with AER (p < 0.001). Interestingly, only PO animals showed elevated BUN, cholesterol and triglycerides on POD 60 (p < 0.05). Histology of grafts harvested after 6 and 60 days revealed that both treatment groups were similarly effective in suppressing graft mononuclear infiltration (p < 0.001). Cellular immune activation (assessed by IFN-gamma- and IL-4-ELISPOTS), however, was far more effectively suppressed by tacrolimus PO (p < 0.001). In both treatment groups, the vigorous alloreactive IgM-antibody surge was effectively inhibited (p < 0.001). Due to the insufficient systemic cellular immunosuppression, discontinuation of tacrolimus AER resulted in a far stronger (3.5-fold) graft infiltration on POD 8 compared to PO (p < 0.001). Tacrolimus aerosol reduces systemic side effects and effectively protects the airway graft from early cellular rejection and chronic obliterative airway disease.
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Affiliation(s)
- S Schrepfer
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA, USA.
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11
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Abstract
Recent advancements in immunobiology have introduced several new diagnostic tools for monitoring kidney transplant recipients. These have been added to more established tests that, although imperfect, remain important benchmarks of diagnostic utility. Both new and old tests can be characterized with regard to their practicality, and as to whether they detect aberrant function or define the cause of dysfunction. Unfortunately, no current test is both practical and specific to a particular disease entity. Accordingly, the diagnosis of graft dysfunction remains dependent on the proper use and interpretation of many studies. This article reviews the current assays that have been evaluated in the clinic for the diagnosis of renal allograft-related diseases. These are limited to assays based on routinely obtainable samples such as blood, biopsy tissue, and urine. Newer studies are presented, along with more mundane assays, to highlight the practical use of studies regardless of their degree of mechanistic sophistication.
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Affiliation(s)
- Raffaele Girlanda
- Transplantation Branch, National Institutes of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Department of Health and Human Services, Bethesda, MD 20892, USA
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12
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Deuse T, Schrepfer S, Reichenspurner H, Hoyt G, Fischbein MP, Robbins RC, Pelletier MP. Techniques for experimental heterotopic and orthotopic tracheal transplantations — When to use which model? Transpl Immunol 2007; 17:255-61. [PMID: 17493528 DOI: 10.1016/j.trim.2007.01.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2006] [Accepted: 01/09/2007] [Indexed: 10/23/2022]
Abstract
BACKGROUND Different animal models have been developed to study the pathogenesis and treatment of obliterative airway disease (OAD). Here we describe the techniques of heterotopic and orthotopic tracheal transplantations in the rat, comparing the kinetics of systemic host immune response and of histopathologic OAD development. METHODS Heterotopic and orthotopic tracheal transplantations were performed in both allogeneic (Brown Norway-to-Lewis) and syngeneic (Lewis-to-Lewis) models. Grafts were harvested after 7, 30, and 60 days post-transplant for histologic evaluation and analysis of host cellular and humoral response. RESULTS Syngeneic tracheal grafts did not develop luminal obliteration and were morphologically indistinguishable from native tracheas. In heterotopic allografts, airway epithelium was rapidly destroyed and OAD progressed with complete luminal occlusion by 30 days. Orthotopic allografts showed enhanced early infiltration (1298+/-45 vs. 674+/-75 cells/high power field, p<0.001) with concomitant greater day 7 luminal narrowing (45+/-6% vs. 14+/-3%, p<0.001). In this model, donor-type BN epithelium (62+/-17%, 21+/-19%, and 1+/-1% on days 7, 30, and 60) was gradually replaced by recipient-type epithelial cells (2+/-4%, 70+/-22%, and 98+/-2%). OAD developed with circular orientation of cells and connective tissue fibers to 45+/-6% obliteration by day 60. Cellular host response, as determined by IFN-gamma-ELISPOT assay (548+/-132 vs. 402+/-197 spots, p=0.046) and anti-donor alloreactive IgM antibody production (2827+/-148 vs. 1565+/-393 mean channel fluorescence, p<0.001) were significantly stronger in rats bearing orthotopic vs. heterotopic allografts. CONCLUSIONS The orthotopic tracheal transplantation model may be more representative of OAD found in human lung transplant recipients and we therefore encourage the wider use of this model.
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Affiliation(s)
- Tobias Deuse
- University Heart Center Hamburg, Department of Cardiovascular Surgery, Martinistr. 52, 20246, Hamburg, Germany
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13
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Alakulppi NS, Kyllönen LE, Partanen J, Salmela KT, Laine JT. Diagnosis of Acute Renal Allograft Rejection by Analyzing Whole Blood mRNA Expression of Lymphocyte Marker Molecules. Transplantation 2007; 83:791-8. [PMID: 17414714 DOI: 10.1097/01.tp.0000258726.13363.ab] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Currently, the diagnosis of acute rejection after kidney transplantation is based on a kidney biopsy taken after clinical rejection suspicion. A robust, noninvasive diagnostic method would allow easier and more frequent monitoring of the patient and the graft. Potentially, a straightforward method would be the analysis of lymphocyte marker molecule expression from whole blood samples. METHODS Whole blood samples were collected prospectively in a single kidney transplantation center from 50 adult kidney recipients transplanted between 2001 and 2005. The mRNA expression of granzyme B, perforin, FasL, granulysin, CD154, ICOS, CTLA4 and PD-1 were analyzed with real-time quantitative polymerase chain reaction. RESULTS The expression of ICOS and CD154 were significantly lower in rejection patients than in control patients (P<0.001). Both genes gave statistically significant area under receiver operating characteristic curve (AUC; 0.87, 0.88) with 84% sensitivity and 100% specificity for CD154 and 76% and 86% for ICOS, respectively. In paired rejection and postrejection therapy samples, the expression of both genes significantly increased during rejection therapy (P<0.001). When rejection patients were compared to patients biopsied because of other reasons of graft dysfunction, both CD154 and ICOS were lower in rejection patients but only CD154 was statistically significant (P=0.028, AUC=0.740, sensitivity 52%, specificity 90%). The other studied genes gave no consistent statistically significant results. CONCLUSIONS The whole blood gene expression quantities of costimulatory molecules CD154 and ICOS reasonably robustly differentiated rejection patients from control patients. The clinical use of the analysis is limited by poor capability to differentiate patients with rejection from patients with other causes of graft dysfunction.
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MESH Headings
- Adolescent
- Adult
- Aged
- Antigens, CD/blood
- Antigens, CD/genetics
- Antigens, Differentiation/blood
- Antigens, Differentiation/genetics
- Antigens, Differentiation, T-Lymphocyte/blood
- Antigens, Differentiation, T-Lymphocyte/genetics
- Apoptosis Regulatory Proteins/blood
- Apoptosis Regulatory Proteins/genetics
- CD40 Ligand/blood
- CD40 Ligand/genetics
- CTLA-4 Antigen
- Fas Ligand Protein/blood
- Fas Ligand Protein/genetics
- Female
- Graft Rejection/blood
- Graft Rejection/diagnosis
- Granzymes/blood
- Granzymes/genetics
- Humans
- Inducible T-Cell Co-Stimulator Protein
- Kidney Transplantation
- Male
- Membrane Glycoproteins/blood
- Membrane Glycoproteins/genetics
- Middle Aged
- Perforin
- Pore Forming Cytotoxic Proteins/blood
- Pore Forming Cytotoxic Proteins/genetics
- Programmed Cell Death 1 Receptor
- Prospective Studies
- RNA, Messenger/blood
- RNA, Messenger/metabolism
- Transplantation, Homologous
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Affiliation(s)
- Noora S Alakulppi
- Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
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14
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Abstract
Kidney biopsy is the gold standard procedure for the assessment of allograft dysfunction. The differential diagnosis for both acute and chronic dysfunction can encompass a number of different causes, and a biopsy frequently can suggest a specific cause. However, many of these causes are difficult to distinguish on morphologic basis alone, and the information that is obtained from a biopsy is limited with regard to functional and prognostic importance. Additional methods therefore are needed to guide the diagnosis and the treatment of allograft dysfunction, and numerous methods have been studied. Potential markers include protein and gene expression profiles in the peripheral blood, the urine, and the graft itself, all compartments that are relevant to the alloimmune response. Recent comprehensive sequencing of the human genome has led to an unprecedented opportunity to develop these genetic and proteomic techniques, and ongoing evaluations of potential tests have led to an improved understanding of the complexity of immune responses. The future challenge for promising tests is validation in larger patient populations to facilitate their addition to the diagnostic armamentarium.
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Affiliation(s)
- Roslyn B Mannon
- Transplantation Branch, NIDDK/NIH, 10 Center Drive, MSC 1450, CRC 5-5750, Bethesda, MD 20892, USA.
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