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Salinas T, Li C, Snopkowski C, Sharma VK, Dadhania DM, Suhre K, Muthukumar T, Suthanthiran M. A universal urinary cell gene signature of acute rejection in kidney allografts. J Immunol Methods 2024; 532:113714. [PMID: 38936464 DOI: 10.1016/j.jim.2024.113714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 06/18/2024] [Accepted: 06/24/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION Acute rejection (AR) undermines the life-extending benefits of kidney transplantation and is diagnosed using the invasive biopsy procedure. T cell-mediated rejection (TCMR), antibody-mediated rejection (ABMR), or concurrent TCMR + ABMR (Mixed Rejection [MR]) are the three major types of AR. Development of noninvasive biomarkers diagnostic of AR due to any of the three types is a useful addition to the diagnostic armamentarium. METHODS We developed customized RT-qPCR assays and measured urinary cell mRNA copy numbers in 145 biopsy-matched urine samples from 126 kidney allograft recipients. We determined whether the urinary cell three-gene signature diagnostic of TCMR (Suthanthiran et al., 2013) discriminates patients with no rejection biopsies (NR, n = 50) from those with ABMR (n = 28) or MR (n = 20) biopsies. RESULTS The urinary cell three-gene signature discriminated all three types of rejection biopsies from NR biopsies (P < 0.0001, One-way ANOVA). Dunnett's multiple comparisons test yielded P < 0.0001 for NR vs. TCMR; P < 0.001 for NR vs. ABMR; and P < 0.0001 for NR vs. MR. By bootstrap resampling, optimism-corrected area under the receiver operating characteristic curve (AUC) was 0.749 (bias-corrected 95% confidence interval [CI], 0.638 to 0.840) for NR vs. TCMR (P < 0.0001); 0.780 (95% CI, 0.656 to 0.878) for NR vs. ABMR (P < 0.0001); and 0.857 (95% CI, 0.727 to 0.947) for NR vs. MR (P < 0.0001). All three rejection categories were distinguished from NR biopsies with similar accuracy (all AUC comparisons P > 0.05). CONCLUSION The urinary cell three-gene signature score discriminates AR due to TCMR, ABMR or MR from NR biopsies in human kidney allograft recipients.
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Affiliation(s)
- Thalia Salinas
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA.
| | - Carol Li
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Catherine Snopkowski
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Vijay K Sharma
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Darshana M Dadhania
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
| | - Karsten Suhre
- Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Doha, Qatar
| | - Thangamani Muthukumar
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
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Salinas T, Li C, Snopkowski C, Sharma VK, Dadhania DM, Suhre K, Muthukumar T, Suthanthiran M. Urinary Cell Gene Signature of Acute Rejection in Kidney Allografts. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.18.23300165. [PMID: 38196644 PMCID: PMC10775338 DOI: 10.1101/2023.12.18.23300165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Introduction A kidney allograft biopsy may display acute T cell-mediated rejection (TCMR), antibody-mediated rejection (ABMR), or concurrent TCMR + ABMR (MR). Development of noninvasive biomarkers diagnostic of all three types of acute rejection is a useful addition to the diagnostic armamentarium. Methods We developed customized RT-qPCR assays and measured urinary cell mRNA copy number in 145 biopsy-matched urine samples from 126 kidney allograft recipients and calculated urinary cell three-gene signature score from log 10 -transformed values for the 18S-normalized CD3E mRNA, 18S-normalized CXCL10 mRNA and 18S rRNA. We determined whether the signature score in biopsy-matched urine specimens discriminates biopsies without rejection (NR, n=50) from biopsies displaying TCMR (n=47), ABMR (n=28) or MR (n=20). Results Urinary cell three-gene signature discriminated TCMR, ABMR or MR biopsies from NR biopsies (P <0.0001, One-way ANOVA). Dunnett's multiple comparisons test yielded P<0.0001 for NR vs. TCMR; P <0.001 for NR vs. ABMR; and P <0.0001 for NR vs. MR. By bootstrap resampling, optimism-corrected area under the receiver operating characteristic curve (AUC) was 0.749 (bias-corrected 95% confidence interval [CI], 0.638 to 0.840) for NR vs. TCMR (P<0.0001); 0.780 (95% CI, 0.656 to 0.878) for NR vs. ABMR (P<0.0001); and 0.857 (95% CI, 0.727 to 0.947) for NR vs. MR (P<0.0001). All three rejection biopsy categories were distinguished from NR biopsies with similar accuracy (all AUC comparisons P>0.05). Conclusion Urinary cell three-gene signature score may serve as a universal diagnostic signature of acute rejection due to TCMR, ABMR or MR in human kidney allografts with similar performance characteristics.
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Cheon IS, Son YM, Sun J. Tissue-resident memory T cells and lung immunopathology. Immunol Rev 2023; 316:63-83. [PMID: 37014096 PMCID: PMC10524334 DOI: 10.1111/imr.13201] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/10/2023] [Accepted: 03/21/2023] [Indexed: 04/05/2023]
Abstract
Rapid reaction to microbes invading mucosal tissues is key to protect the host against disease. Respiratory tissue-resident memory T (TRM ) cells provide superior immunity against pathogen infection and/or re-infection, due to their presence at the site of pathogen entry. However, there has been emerging evidence that exuberant TRM -cell responses contribute to the development of various chronic respiratory conditions including pulmonary sequelae post-acute viral infections. In this review, we have described the characteristics of respiratory TRM cells and processes underlying their development and maintenance. We have reviewed TRM -cell protective functions against various respiratory pathogens as well as their pathological activities in chronic lung conditions including post-viral pulmonary sequelae. Furthermore, we have discussed potential mechanisms regulating the pathological activity of TRM cells and proposed therapeutic strategies to alleviate TRM -cell-mediated lung immunopathology. We hope that this review provides insights toward the development of future vaccines or interventions that can harness the superior protective abilities of TRM cells, while minimizing the potential for immunopathology, a particularly important topic in the era of coronavirus disease 2019 (COVID-19) pandemic.
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Affiliation(s)
- In Su Cheon
- Carter Immunology Center, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
| | - Young Min Son
- Department of Systems Biotechnology, Chung-Ang University, Anseong, Gyeonggi-do, Republic of Korea 17546
| | - Jie Sun
- Carter Immunology Center, University of Virginia, Charlottesville, VA 22908, USA
- Division of Infectious Disease and International Health, Department of Medicine, University of Virginia, Charlottesville, VA 22908, USA
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Suthanthiran M. Urine as liquid gold: the transcriptional landscape of acute rejection defined by urinary cell mRNA profiling of kidney allograft recipients. Curr Opin Organ Transplant 2023; 28:117-125. [PMID: 36757681 PMCID: PMC9992246 DOI: 10.1097/mot.0000000000001051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
PURPOSE OF REVIEW Because all functioning nephrons contribute to urine formation, we reasoned that urine would be a suitable substitute to kidney allograft biopsy to discern human kidney allograft status. In view of compelling data that ribonucleic acid (RNA) sequencing outperforms microarray-based profiling, we performed RNA sequencing of urinary cells and kidney allograft biopsies to define the transcriptional landscape of allograft rejection. RECENT FINDINGS Whole genome transcriptome profiling identified unique and shared gene signatures of acute T cell mediated rejection (TCMR) and antibody mediated rejection (AMR). We found that biopsy rejection signatures are enriched in urinary cells and that the immune cellular landscape is more diverse and enriched in urine compared to biopsies. Towards a patient friendly protocol for urinary cell messenger RNA (mRNA) profiling, we developed a filtration-based protocol for the initial processing of urine at home and demonstrated excellent performance characteristics of the filter- based protocol. SUMMARY Acute rejection signatures are enriched in urinary cells. Urinary cell mRNA profiles are diagnostic and prognostic of acute rejection and could serve as yardsticks of in-vivo immune status. RNA sequencing yields insights into mechanisms of rejection and helps prioritize therapeutic targets. The filtration protocol for home processing of urine may optimize immune surveillance.
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Affiliation(s)
- Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Weill Cornell Department of Medicine and Department of Transplantation Medicine, NewYork-Presbyterian Hospital
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Salinas T, Li C, Snopkowski C, Stryjniak G, Shankaranarayanan D, Albakry S, Ding R, Sharma VK, Salvatore SP, Seshan SV, Dadhania DM, Muthukumar T, Suthanthiran M. Urinary cell mRNA profiling of kidney allograft recipients: Development of a portable protocol for noninvasive diagnosis of T cell mediated rejection and BK virus nephropathy. J Immunol Methods 2023; 512:113402. [PMID: 36493873 DOI: 10.1016/j.jim.2022.113402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/22/2022] [Accepted: 12/03/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND We developed urinary cell mRNA profiling for noninvasive diagnosis of acute T cell mediated rejection (TCMR) and BK virus nephropathy (BKVN), two significant post-transplant complications. Our profiling protocol for the multicenter Clinical Trial of Transplantation-04 (CTOT-04) study consisted of centrifugation of urine to prepare cell pellets, washes, addition of an RNA preservative, storage at 800C and shipment in cold containers to our Gene Expression Monitoring (GEM) Core for RNA isolation and quantification of mRNA in RT-qPCR assays. To simplify profiling, we developed a filter-based protocol (ZFBP) that eliminated the need for centrifugation, RNA preservative, storage at 800C, and shipment in cold containers for mRNA profiling. Furthermore, we trained kidney allograft recipients to perform the filtration of urine at home using the filter and post the urinary cell lysate containing the RNA at ambient temperature to our GEM Core for profiling. Here, we report our refinement of ZFBP and investigation of its diagnostic performance characteristics. METHODS Total RNA was isolated from kidney allograft biopsy-matched urines using a filter-based protocol complemented by a silica-membrane-based cartridge for mRNA enrichment, the Weill Cornell Hybrid Protocol (WCHP). Absolute copy numbers of CD3ε mRNA, CXCL10 mRNA, and 18S rRNA, components of the CTOT-04 three-gene TCMR diagnostic signature, and urinary cell BKV VP 1 mRNA copy number were measured using RT-qPCR assays. Mann-Whitney test, Fischer exact test, and receiver operating characteristic (ROC) curve analysis were used for data analyses. RESULTS Urinary cell three-gene TCMR diagnostic signature scores in urines processed using the WCHP discriminated kidney allograft recipients with TCMR (12 TCMR biopsies from 11 patients) from those without TCMR or BKVN (29 No TCMR/No BKVN biopsies from 29 patients). The median (25th and 75th percentiles) score of the CTOT-04 three-gene TCMR diagnostic signature was -0.448 (-1.664, 0.204) in the TCMR group and - 2.542 (-3.267, -1.365) in the No TCMR/ No BKVN group (P = 0.0005, Mann-Whitney test). ROC curve analysis discriminated the TCMR group from the No TCMR/ No BKVN group; the area under the ROC curve (AUROC) was 0.84 (95% Confidence Intervals [CI], 0.69 to 0.98) (P < 0.001), and TCMR was diagnosed with a sensitivity of 67% (95% CI, 35 to 89) at a specificity of 86% (95% CI, 67 to 95) using the CTOT-04 validated cutpoint of -1.213 (P = 0.0016, Fisher exact test). BKV VP1 mRNA copy number in urines processed using the WCHP discriminated patients with BKVN (n = 7) from patients without TCMR or BKVN (n = 29) and the AUROC was 1.0 (95% CI, 1.00 to 1.00) (P < 0.0001) and BKVN was diagnosed with a sensitivity of 86% (95% CI, 42 to 99) at a specificity of 100% (95% CI, 85 to 100) with the previously validated cutpoint of 6.5 × 108 BKV-VP1 mRNA copies per microgram of RNA (P < 0.0001, Fisher exact test). CONCLUSION Urine processed using the WCHP predicted TCMR and BKVN in kidney allograft recipients. WCHP represents not only a significant advance toward the portability of urinary cell mRNA profiling but also improved patient management by minimizing their visits for urine collection.
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Affiliation(s)
- Thalia Salinas
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA.
| | - Carol Li
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Catherine Snopkowski
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Gabriel Stryjniak
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Divya Shankaranarayanan
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Shady Albakry
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Ruchuang Ding
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Vijay K Sharma
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Steven P Salvatore
- Division of Renal Pathology, Department of Pathology, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
| | - Surya V Seshan
- Division of Renal Pathology, Department of Pathology, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
| | - Darshana M Dadhania
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
| | - Thangamani Muthukumar
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
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Snopkowski C, Salinas T, Li C, Stryjniak G, Ding R, Sharma V, Suthanthiran M. Urinary cell mRNA profiling of kidney allograft recipients: A systematic investigation of a filtration based protocol for the simplification of urine processing. J Immunol Methods 2021; 498:113132. [PMID: 34464607 PMCID: PMC8487946 DOI: 10.1016/j.jim.2021.113132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 07/27/2021] [Accepted: 08/24/2021] [Indexed: 01/22/2023]
Abstract
BACKGROUND Kidney transplantation is a life-restorative therapy, but immune rejection undermines allograft survival. Urinary cell mRNA profiles offer a noninvasive means of diagnosing kidney allograft rejection, but urine processing protocols have logistical constraints. We aimed to determine whether the centrifugation-based method for urinary cell mRNA profiling could be replaced with a simpler filtration-based method without undermining quality. METHODS We isolated RNA from urine collected from kidney allograft recipients using the Cornell centrifugation-based protocol (CCBP) or the Zymo filter-based protocol (ZFBP) and compared RNA purity and yield using a spectrophotometer or a fluorometer and measured absolute copy number of transcripts using customized real-time quantitative PCR assays. We investigated the performance characteristics of RNA isolated using ZFBP and stored either at -80 °C or at ambient temperature for 2 to 4 days and also when shipped to our Gene Expression Monitoring (GEM) Core at ambient temperature. We examined the feasibility of initial processing of urine samples by kidney allograft recipients trained by the GEM Core staff and the diagnostic utility for acute rejection, of urine processed using the ZFBP. RESULTS RNA purity (P = 0.0007, Wilcoxon matched paired signed-ranks test) and yield (P < 0.0001) were higher with ZFBP vs. CCBP, and absolute copy number of 18S rRNA was similar (P = 0.79) following normalization of RNA yield by reverse transcribing a constant amount of RNA isolated using either protocol. RNA purity, yield, and absolute copy numbers of 18S rRNA, TGF-β1 mRNA and microRNA-26a were not different (P > 0.05) in the filtrates containing RNA stored either at -80 °C or at ambient temperature for 2 to 4 days or shipped overnight at ambient temperature. RNA purity, yield, and absolute copy numbers of 18S rRNA and TGF-β1 mRNA were also not different (P > 0.05) between home processed and laboratory processed urine filtrates. Urinary cell levels of mRNA for granzyme B (P = 0.01) and perforin (P = 0.0002) in the filtrates were diagnostic of acute rejection in human kidney allografts. CONCLUSIONS Urinary cell mRNA profiling was simplified using the ZFBP without undermining RNA quality or diagnostic utility. Home processing by the kidney allograft recipients, the stability of RNA containing filtrates at ambient temperature, and the elimination of the need for centrifuges and freezers represent some of the advantages of ZFBP over the CCBP for urinary cell mRNA profiling.
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Affiliation(s)
- Catherine Snopkowski
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Thalia Salinas
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA
| | - Carol Li
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Gabriel Stryjniak
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Ruchuang Ding
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Vijay Sharma
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Department of Medicine, NewYork-Presbyterian-Weill Cornell Medicine, New York, NY, USA; Department of Transplantation Medicine, NewYork-Presbyterian Hospital-Weill Cornell Medicine, New York, NY, USA.
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Lubetzky ML, Salinas T, Schwartz JE, Suthanthiran M. Urinary Cell mRNA Profiles Predictive of Human Kidney Allograft Status. Clin J Am Soc Nephrol 2021; 16:1565-1577. [PMID: 33906907 PMCID: PMC8499006 DOI: 10.2215/cjn.14010820] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Immune monitoring of kidney allograft recipients and personalized therapeutics may help reach the aspirational goal of "one transplant for life." The invasive kidney biopsy procedure, the diagnostic tool of choice, has become safer and the biopsy classification more refined. Nevertheless, biopsy-associated complications, interobserver variability in biopsy specimen scoring, and costs continue to be significant concerns. The dynamics of the immune repertoire make frequent assessments of allograft status necessary, but repeat biopsies of the kidney are neither practical nor safe. To address the existing challenges, we developed urinary cell mRNA profiling and investigated the diagnostic, prognostic, and predictive accuracy of absolute levels of a hypothesis-based panel of mRNAs encoding immunoregulatory proteins. Enabled by our refinements of the PCR assay and by investigating mechanistic hypotheses, our single-center studies identified urinary cell mRNAs associated with T cell-mediated rejection, antibody-mediated rejection, interstitial fibrosis and tubular atrophy, and BK virus nephropathy. In the multicenter National Institutes of Health Clinical Trials in Organ Transplantation-04, we discovered and validated a urinary cell three-gene signature of T-cell CD3 ε chain mRNA, interferon gamma inducible protein 10 (IP-10) mRNA, and 18s ribosomal RNA that is diagnostic of subclinical acute cellular rejection and acute cellular rejection and prognostic of acute cellular rejection and graft function. The trajectory of the signature score remained flat and below the diagnostic threshold for acute cellular rejection in the patients with no rejection biopsy specimens, whereas a sharp rise was observed during the weeks before the biopsy specimen that showed acute cellular rejection. Our RNA sequencing and bioinformatics identified kidney allograft biopsy specimen gene signatures of acute rejection to be enriched in urinary cells matched to acute rejection biopsy specimens. The urinary cellular landscape was more diverse and more enriched for immune cell types compared with kidney allograft biopsy specimens. Urinary cell mRNA profile-guided clinical trials are needed to evaluate their value compared with current standard of care.
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Affiliation(s)
- Michelle L. Lubetzky
- Division of Nephrology and Hypertension, Weill Cornell Department of Medicine, New York, New York,Department of Transplantation Medicine, New York–Presbyterian Hospital, New York, New York
| | - Thalia Salinas
- Division of Nephrology and Hypertension, Weill Cornell Department of Medicine, New York, New York,Department of Transplantation Medicine, New York–Presbyterian Hospital, New York, New York
| | - Joseph E. Schwartz
- Division of Nephrology and Hypertension, Weill Cornell Department of Medicine, New York, New York,Department of Transplantation Medicine, New York–Presbyterian Hospital, New York, New York,Department of Psychiatry and Behavioral Sciences, Stony Brook Renaissance School of Medicine, Stony Brook, New York
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Weill Cornell Department of Medicine, New York, New York,Department of Transplantation Medicine, New York–Presbyterian Hospital, New York, New York
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Urinary Cell Transcriptome Profiling and Identification of ITM2A, SLAMF6, and IKZF3 as Biomarkers of Acute Rejection in Human Kidney Allografts. Transplant Direct 2020; 6:e588. [PMID: 32766436 PMCID: PMC7377920 DOI: 10.1097/txd.0000000000001035] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 06/16/2020] [Indexed: 01/08/2023] Open
Abstract
Identification of a shared gene expression pattern between T cell–mediated rejection (TCMR) and antibody-mediated rejection (AMR) in human kidney allografts may help prioritize targets for the treatment of both types of acute rejection.
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Thongprayoon C, Vaitla P, Craici IM, Leeaphorn N, Hansrivijit P, Salim SA, Bathini T, Cabeza Rivera FH, Cheungpasitporn W. The Use of Donor-Derived Cell-Free DNA for Assessment of Allograft Rejection and Injury Status. J Clin Med 2020; 9:E1480. [PMID: 32423115 PMCID: PMC7290747 DOI: 10.3390/jcm9051480] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 05/12/2020] [Indexed: 02/06/2023] Open
Abstract
Patient monitoring after kidney transplantation (KT) for early detection of allograft rejection remains key in preventing allograft loss. Serum creatinine has poor predictive value to detect ongoing active rejection as its increase is not sensitive, nor specific for acute renal allograft rejection. Diagnosis of acute rejection requires allograft biopsy and histological assessment, which can be logistically challenging in some cases and carries inherent risk for complications related to procedure. Donor-derived cell-free DNA (dd-cfDNA), DNA of donor origin in the blood of KT recipient arising from cells undergoing injury and death, has been examined as a potential surrogate marker for allograft rejection. A rise in dd-cfDNA levels precedes changes in serum creatinine allows early detections and use as a screening tool for allograft rejection. In addition, when used in conjunction with donor-specific antibodies (DSA), it increases the pre-biopsy probability of antibody-mediated rejection (ABMR) aiding the decision-making process. Advancements in noninvasive biomarker assays such as dd-cfDNA may offer the opportunity to improve and expand the spectrum of available diagnostic tools to monitor and detect risk for rejection and positively impact outcomes for KT recipients. In this this article, we discussed the evolution of dd-cfDNA assays and recent evidence of assessment of allograft rejection and injury status of KT by the use of dd-cfDNA.
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Affiliation(s)
- Charat Thongprayoon
- Division of Nephrology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA; (C.T.); (I.M.C.)
| | - Pradeep Vaitla
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (P.V.); (S.A.S.); (F.H.C.R.)
| | - Iasmina M. Craici
- Division of Nephrology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA; (C.T.); (I.M.C.)
| | - Napat Leeaphorn
- Renal Transplant Program, University of Missouri-Kansas City School of Medicine/Saint Luke’s Health System, Kansas City, MO 64111, USA;
| | - Panupong Hansrivijit
- Department of Internal Medicine, University of Pittsburgh Medical Center Pinnacle, Harrisburg, PA 17105, USA;
| | - Sohail Abdul Salim
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (P.V.); (S.A.S.); (F.H.C.R.)
| | - Tarun Bathini
- Department of Internal Medicine, University of Arizona, Tucson, AZ 85724, USA;
| | - Franco H. Cabeza Rivera
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (P.V.); (S.A.S.); (F.H.C.R.)
| | - Wisit Cheungpasitporn
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (P.V.); (S.A.S.); (F.H.C.R.)
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Interleukin 8 Is Overexpressed in Acute Rejection in Kidney Transplant Patients. Transplant Proc 2020; 52:1127-1131. [PMID: 32307138 DOI: 10.1016/j.transproceed.2020.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/04/2020] [Accepted: 02/09/2020] [Indexed: 11/21/2022]
Abstract
The main complication associated with renal graft loss is immune rejection. The gold standard for the diagnosis of renal graft rejection is percutaneous renal biopsy, which is expensive and can lead to complications. Inflammation is one of the main pathogenic pathways in allograft rejection, and urine samples seem to be efficient windows to explore the allograft condition with a high cost-benefit ratio. This study aimed to evaluate the messenger ribonucleic acid (mRNA) profile expression pattern for interleukin (IL) 2, IL-4, IL-6, IL-8, and IL-10; tumor necrosis factor alfa; gamma interferon; and transforming growth factor β1 in the urine renal cells of patients with a diagnosis of humoral rejection and patients with a diagnosis of normal biopsy. METHODS: An observational, cross-sectional analytical study was performed. All kidney transplants were performed at the Organ Transplant Department between 2018 and 2019. Also, a healthy control with a normal blood test and no apparent infection was included. mRNA from urine samples and biopsies was isolated, and the expression of interleukins was analyzed in PCR real time. Data were analyzed by Shapiro-Wilk and Kruskal-Wallis tests. RESULTS: The proinflammatory IL expression pattern in urine samples of kidney rejection group showed overexpression for IL-8 (P = .0001). No differences were observed in the rest of the interleukins analyzed. When we compared the results in the rejected versus not rejected transplanted patients with a group of apparently healthy subjects, the difference remains consistent. Thus, mRNA of IL-8 could function as a diagnostic tool in cases of chronic damage secondary to fibrosis.
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11
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Crepeau RL, Ford ML. Programmed T cell differentiation: Implications for transplantation. Cell Immunol 2020; 351:104099. [PMID: 32247511 DOI: 10.1016/j.cellimm.2020.104099] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 03/27/2020] [Accepted: 03/27/2020] [Indexed: 12/27/2022]
Abstract
While T cells play a critical role in protective immunity against infection, they are also responsible for graft rejection in the setting of transplantation. T cell differentiation is regulated by both intrinsic transcriptional pathways as well as extrinsic factors such as antigen encounter and the cytokine milieu. Herein, we review recent discoveries in the transcriptional regulation of T cell differentiation and their impact on the field of transplantation. Recent studies uncovering context-dependent differentiation programs that differ in the setting of infection or transplantation will also be discussed. Understanding the key transcriptional pathways that underlie T cell responses in transplantation has important clinical implications, including development of novel therapeutic agents to mitigate graft rejection.
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Affiliation(s)
- Rebecca L Crepeau
- Emory Transplant Center, Department of Surgery, Emory University, 101 Woodruff Circle, Suite 5208, Atlanta, GA 30322, United States
| | - Mandy L Ford
- Emory Transplant Center, Department of Surgery, Emory University, 101 Woodruff Circle, Suite 5208, Atlanta, GA 30322, United States.
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12
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Verma A, Muthukumar T, Yang H, Lubetzky M, Cassidy MF, Lee JR, Dadhania DM, Snopkowski C, Shankaranarayanan D, Salvatore SP, Sharma VK, Xiang JZ, De Vlaminck I, Seshan SV, Mueller FB, Suhre K, Elemento O, Suthanthiran M. Urinary cell transcriptomics and acute rejection in human kidney allografts. JCI Insight 2020; 5:131552. [PMID: 32102984 DOI: 10.1172/jci.insight.131552] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 01/22/2020] [Indexed: 01/10/2023] Open
Abstract
BACKGROUNDRNA sequencing (RNA-Seq) is a molecular tool to analyze global transcriptional changes, deduce pathogenic mechanisms, and discover biomarkers. We performed RNA-Seq to investigate gene expression and biological pathways in urinary cells and kidney allograft biopsies during an acute rejection episode and to determine whether urinary cell gene expression patterns are enriched for biopsy transcriptional profiles.METHODSWe performed RNA-Seq of 57 urine samples collected from 53 kidney allograft recipients (patients) with biopsies classified as acute T cell-mediated rejection (TCMR; n = 22), antibody-mediated rejection (AMR; n = 8), or normal/nonspecific changes (No Rejection; n = 27). We also performed RNA-Seq of 49 kidney allograft biopsies from 49 recipients with biopsies classified as TCMR (n = 12), AMR (n = 17), or No Rejection (n = 20). We analyzed RNA-Seq data for differential gene expression, biological pathways, and gene set enrichment across diagnoses and across biospecimens.RESULTSWe identified unique and shared gene signatures associated with biological pathways during an episode of TCMR or AMR compared with No Rejection. Gene Set Enrichment Analysis demonstrated enrichment for TCMR biopsy signature and AMR biopsy signature in TCMR urine and AMR urine, irrespective of whether the biopsy and urine were from the same or different patients. Cell type enrichment analysis revealed a diverse cellular landscape with an enrichment of immune cell types in urinary cells compared with biopsies.CONCLUSIONSRNA-Seq of urinary cells and biopsies, in addition to identifying enriched gene signatures and pathways associated with TCMR or AMR, revealed genomic changes between TCMR and AMR, as well as between allograft biopsies and urinary cells.
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Affiliation(s)
- Akanksha Verma
- Department of Physiology and Biophysics.,Caryl and Israel Englander Institute for Precision Medicine, and.,Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York, USA.,Tri-Institutional Training Program in Computational Biology and Medicine, Cornell University, Weill Cornell Medical College, and Sloan-Kettering Institute, New York, New York, USA
| | - Thangamani Muthukumar
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Hua Yang
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Michelle Lubetzky
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Michael F Cassidy
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - John R Lee
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Darshana M Dadhania
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Catherine Snopkowski
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Divya Shankaranarayanan
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
| | - Steven P Salvatore
- Division of Renal Pathology, Department of Pathology and Laboratory Medicine, and
| | - Vijay K Sharma
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Jenny Z Xiang
- Genomics Resources Core Facility, Department of Microbiology and Immunology, Weill Cornell Medical College, New York, New York, USA
| | - Iwijn De Vlaminck
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, New York, USA
| | - Surya V Seshan
- Division of Renal Pathology, Department of Pathology and Laboratory Medicine, and
| | - Franco B Mueller
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA
| | - Karsten Suhre
- Bioinformatics Core, Weill Cornell Medical College, Doha, Qatar
| | - Olivier Elemento
- Department of Physiology and Biophysics.,Caryl and Israel Englander Institute for Precision Medicine, and.,Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York, USA
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, New York, USA.,Department of Transplantation Medicine, NewYork-Presbyterian/Weill Cornell Medical Center, New York, New York, USA
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13
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Characterization of donor and recipient CD8+ tissue-resident memory T cells in transplant nephrectomies. Sci Rep 2019; 9:5984. [PMID: 30979940 PMCID: PMC6461670 DOI: 10.1038/s41598-019-42401-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 03/29/2019] [Indexed: 12/12/2022] Open
Abstract
Tissue-resident memory T (TRM) cells are characterized by their surface expression of CD69 and can be subdivided in CD103+ and CD103− TRM cells. The origin and functional characteristics of TRM cells in the renal allograft are largely unknown. To determine these features we studied TRM cells in transplant nephrectomies. TRM cells with a CD103+ and CD103− phenotype were present in all samples (n = 13) and were mainly CD8+ T cells. Of note, donor-derived TRM cells were only detectable in renal allografts that failed in the first month after transplantation. Grafts, which failed later, mainly contained recipient derived TRM cells. The gene expression profiles of the recipient derived CD8+ TRM cells were studied in more detail and showed a previously described signature of tissue residence within both CD103+ and CD103− TRM cells. All CD8+ TRM cells had strong effector abilities through the production of IFNγ and TNFα, and harboured high levels of intracellular granzyme B and low levels of perforin. In conclusion, our results demonstrate that donor and recipient TRM cells reside in the rejected renal allograft. Over time, the donor-derived TRM cells are replaced by recipient TRM cells which have features that enables these cells to aggressively respond to the allograft.
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14
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Abstract
This review is focused on present and future biomarkers, along with pharmacogenomics used in clinical practice for kidney transplantation. It aims to highlight biomarkers that could potentially be used to improve kidney transplant early and long-term graft survival, but also potentially patient co-morbidity. Future directions for improving outcomes are discussed, which include immune tolerance and personalising immunosuppression regimens.
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15
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Abstract
Detecting acute rejection in kidney transplantation has been traditionally done using histological analysis of invasive allograft biopsies, but this method carries a risk and is not perfect. Transplant professionals have been working to develop more accurate or less invasive biomarkers that can predict acute rejection or subsequent worse allograft survival. These biomarkers can use tissue, blood or urine as a source. They can comprise individual molecules or panels, singly or in combination, across different components or pathways of the immune system. This review highlights the most recent evidence for biomarker efficacy, especially from multicenter trials.
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Affiliation(s)
- Vikas R Dharnidharka
- Division of Pediatric Nephrology, Hypertension and Pheresis, Washington University in St Louis & St. Louis Children's Hospital, St Louis, MO, USA.
| | - Andrew Malone
- Division of Nephrology, Washington University School of Medicine, St Louis, MO, USA
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16
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Urinary cell-free DNA is a versatile analyte for monitoring infections of the urinary tract. Nat Commun 2018; 9:2412. [PMID: 29925834 PMCID: PMC6010457 DOI: 10.1038/s41467-018-04745-0] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 05/22/2018] [Indexed: 11/22/2022] Open
Abstract
Urinary tract infections are one of the most common infections in humans. Here we tested the utility of urinary cell-free DNA (cfDNA) to comprehensively monitor host and pathogen dynamics in bacterial and viral urinary tract infections. We isolated cfDNA from 141 urine samples from a cohort of 82 kidney transplant recipients and performed next-generation sequencing. We found that urinary cfDNA is highly informative about bacterial and viral composition of the microbiome, antimicrobial susceptibility, bacterial growth dynamics, kidney allograft injury, and host response to infection. These different layers of information are accessible from a single assay and individually agree with corresponding clinical tests based on quantitative PCR, conventional bacterial culture, and urinalysis. In addition, cfDNA reveals the frequent occurrence of pathologies that remain undiagnosed with conventional diagnostic protocols. Our work identifies urinary cfDNA as a highly versatile analyte to monitor infections of the urinary tract. Urinary tract infections are one of the most common infections in humans. Here, the authors use urinary cell-free DNA (cfDNA) to comprehensively monitor host and pathogen dynamics in bacterial and viral urinary tract infections, and show that it is a versatile analyte for monitoring urinary tract infections.
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17
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Urine biomarkers informative of human kidney allograft rejection and tolerance. Hum Immunol 2018; 79:343-355. [DOI: 10.1016/j.humimm.2018.01.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 01/16/2018] [Accepted: 01/16/2018] [Indexed: 12/15/2022]
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18
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Danger R, Sawitzki B, Brouard S. Immune monitoring in renal transplantation: The search for biomarkers. Eur J Immunol 2017; 46:2695-2704. [PMID: 27861809 DOI: 10.1002/eji.201545963] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 11/02/2016] [Accepted: 11/07/2016] [Indexed: 11/11/2022]
Abstract
It is now widely accepted that in order to improve long-term graft function and survival, a more personalized immunosuppressive treatment of transplant patients according to the individual anti-donor immune response status is needed. This applies to the identification of potentially "high-risk" patients likely to develop acute rejection episodes or display an accelerated decline of graft function, patients who might need immunosuppression intensification, and operationally tolerant patients suitable for immunosuppression minimization or weaning off. Such a patient stratification would benefit from biomarkers, which enable categorization into low and high risk or, ideally, identification of operational tolerant patients. Here, we report on recent developments regarding identification and performance analysis of noninvasive biomarkers such as mRNA and miRNA expression profiles, chemokines, or changes in immune cell subsets in either blood or urine of renal transplant patients. We will also discuss which future steps are needed to accelerate their clinical implementation.
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Affiliation(s)
- Richard Danger
- Inserm, , Center for Research in Transplantation and Immunology (CRTI) U1064, Nantes, France.,Université de Nantes, , UMR1064, Nantes, France.,CHU Nantes, Institut de Transplantation Urologie Néphrologie (ITUN), Nantes, France
| | - Birgit Sawitzki
- Institute of Medical Immunology, Charité University Berlin, Germany.,Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Charité University Berlin, Germany
| | - Sophie Brouard
- Inserm, , Center for Research in Transplantation and Immunology (CRTI) U1064, Nantes, France.,Université de Nantes, , UMR1064, Nantes, France.,CHU Nantes, Institut de Transplantation Urologie Néphrologie (ITUN), Nantes, France.,CIC Biotherapy, CHU Nantes, , 30 bd Jean-Monnet, Nantes, France
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19
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Behnam Sani K, Sawitzki B. Immune monitoring as prerequisite for transplantation tolerance trials. Clin Exp Immunol 2017; 189:158-170. [PMID: 28518214 DOI: 10.1111/cei.12988] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2017] [Indexed: 02/06/2023] Open
Abstract
Ever since its first application in clinical medicine, scientists have been urged to induce tolerance towards foreign allogeneic transplants and thus avoid rejection by the recipient's immune system. This would circumvent chronic use of immunosuppressive drugs (IS) and thus avoid development of IS-induced side effects, which are contributing to the still unsatisfactory long-term graft and patient survival after solid organ transplantation. Although manifold strategies of tolerance induction have been described in preclinical models, only three therapeutic approaches have been utilized successfully in a still small number of patients. These approaches are based on (i) IS withdrawal in spontaneous operational tolerant (SOT) patients, (ii) induction of a mixed chimerism and (iii) adoptive transfer of regulatory cells. Results of clinical trials utilizing these approaches show that tolerance induction does not work in all patients. Thus, there is a need for reliable biomarkers, which can be used for patient selection and post-therapeutic immune monitoring of safety, success and failure. In this review, we summarize recent achievements in the identification and validation of such immunological assays and biomarkers, focusing mainly on kidney and liver transplantation. From the published findings so far, it has become clear that indicative biomarkers may vary between different therapeutic approaches applied and organs transplanted. Also, patient numbers studied so far are very small. This is the main reason why nearly all described parameters lack validation and reproducibility testing in large clinical trials, and are therefore not yet suitable for clinical practice.
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Affiliation(s)
- K Behnam Sani
- Institute of Medical Immunology, Charité Universitaetsmedizin Berlin, Berlin, Germany
| | - B Sawitzki
- Institute of Medical Immunology, Charité Universitaetsmedizin Berlin, Berlin, Germany
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20
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The Use of Genomics and Pathway Analysis in Our Understanding and Prediction of Clinical Renal Transplant Injury. Transplantation 2017; 100:1405-14. [PMID: 26447506 DOI: 10.1097/tp.0000000000000943] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The development and application of high-throughput molecular profiling have transformed the study of human diseases. The problem of handling large, complex data sets has been facilitated by advances in complex computational analysis. In this review, the recent literature regarding the application of transcriptional genomic information to renal transplantation, with specific reference to acute rejection, acute kidney injury in allografts, chronic allograft injury, and tolerance is discussed, as is the current published data regarding other "omics" strategies-proteomics, metabolomics, and the microRNA transcriptome. These data have shed new light on our understanding of the pathogenesis of specific disease conditions after renal transplantation, but their utility as a biomarker of disease has been hampered by study design and sample size. This review aims to highlight the opportunities and obstacles that exist with genomics and other related technologies to better understand and predict renal allograft outcome.
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21
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Establishing Biomarkers in Transplant Medicine: A Critical Review of Current Approaches. Transplantation 2017; 100:2024-38. [PMID: 27479159 DOI: 10.1097/tp.0000000000001321] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Although the management of kidney transplant recipients has greatly improved over recent decades, the assessment of individual risks remains highly imperfect. Individualized strategies are necessary to recognize and prevent immune complications early and to fine-tune immunosuppression, with the overall goal to improve patient and graft outcomes. This review discusses current biomarkers and their limitations, and recent advancements in the field of noninvasive biomarker discovery. A wealth of noninvasive monitoring tools has been suggested that use easily accessible biological fluids such as urine and blood, allowing frequent and sequential assessments of recipient's immune status. This includes functional cell-based assays and the evaluation of molecular expression on a wide spectrum of platforms. Nevertheless, the translation and validation of exploratory findings and their implementation into standard clinical practice remain challenging. This requires dedicated prospective interventional trials demonstrating that the use of these biomarkers avoids invasive procedures and improves patient or transplant outcomes.
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22
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van de Vrie M, Deegens JK, Eikmans M, van der Vlag J, Hilbrands LB. Urinary MicroRNA as Biomarker in Renal Transplantation. Am J Transplant 2017; 17:1160-1166. [PMID: 27743494 PMCID: PMC5434819 DOI: 10.1111/ajt.14082] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2016] [Revised: 09/30/2016] [Accepted: 10/02/2016] [Indexed: 01/25/2023]
Abstract
Urine represents a noninvasive source in which proteins and nucleic acids can be assessed. Such analytes may function as biomarkers to monitor kidney graft pathology at every desired frequency, thereby providing a time window to prevent graft damage by therapeutic intervention. Recently, several proteins have been measured in urine as markers of graft injury. However, the specificity is limited, and measuring urinary proteins generally lacks the potential to predict early kidney graft damage. Currently, urinary mRNA and microRNA are being investigated to evaluate the prognostic value of changes in gene expression during the initial stages of graft damage. At such time point, a change in treatment regimen and dosage is expected to have maximum potency to minimize future decline in graft function. Both mRNA and microRNAs have shown promising results in both detection and prediction of graft injury. An advantage of microRNAs compared to mRNA molecules is their stability, a characteristic that is beneficial when working with urine samples. In this review, we provide the current state of urinary biomarkers in renal transplantation, with a focus on urinary microRNA. In addition, we discuss the methods used to study urinary microRNA expression.
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Affiliation(s)
- M. van de Vrie
- Department of NephrologyRadboud University Medical CenterNijmegenthe Netherlands
| | - J. K. Deegens
- Department of NephrologyRadboud University Medical CenterNijmegenthe Netherlands
| | - M. Eikmans
- Department of ImmunohematologyLeiden University Medical CenterLeidenthe Netherlands
| | - J. van der Vlag
- Department of NephrologyRadboud University Medical CenterNijmegenthe Netherlands
| | - L. B. Hilbrands
- Department of NephrologyRadboud University Medical CenterNijmegenthe Netherlands
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23
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Menon MC, Murphy B, Heeger PS. Moving Biomarkers toward Clinical Implementation in Kidney Transplantation. J Am Soc Nephrol 2017; 28:735-747. [PMID: 28062570 DOI: 10.1681/asn.2016080858] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Long-term kidney transplant outcomes remain suboptimal, delineating an unmet medical need. Although current immunosuppressive therapy in kidney transplant recipients is effective, dosing is conventionally adjusted empirically on the basis of time after transplant or altered in response to detection of kidney dysfunction, histologic evidence of allograft damage, or infection. Such strategies tend to detect allograft rejection after significant injury has already occurred, fail to detect chronic subclinical inflammation that can negatively affect graft survival, and ignore specific risks and immune mechanisms that differentially contribute to allograft damage among transplant recipients. Assays and biomarkers that reliably quantify and/or predict the risk of allograft injury have the potential to overcome these deficits and thereby, aid clinicians in optimizing immunosuppressive regimens. Herein, we review the data on candidate biomarkers that we contend have the highest potential to become clinically useful surrogates in kidney transplant recipients, including functional T cell assays, urinary gene and protein assays, peripheral blood cell gene expression profiles, and allograft gene expression profiles. We identify barriers to clinical biomarker adoption in the transplant field and suggest strategies for moving biomarker-based individualization of transplant care from a research hypothesis to clinical implementation.
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Affiliation(s)
- Madhav C Menon
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Barbara Murphy
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Peter S Heeger
- Renal Division, Department of Medicine, Translational Transplant Research Center, Icahn School of Medicine at Mount Sinai, New York, New York
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24
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Erpicum P, Hanssen O, Weekers L, Lovinfosse P, Meunier P, Tshibanda L, Krzesinski JM, Hustinx R, Jouret F. Non-invasive approaches in the diagnosis of acute rejection in kidney transplant recipients, part II: omics analyses of urine and blood samples. Clin Kidney J 2016. [PMID: 28643819 PMCID: PMC5469577 DOI: 10.1093/ckj/sfw077] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Kidney transplantation (KTx) represents the best available treatment for patients with end-stage renal disease. Still, the full benefits of KTx are undermined by acute rejection (AR). The diagnosis of AR ultimately relies on transplant needle biopsy. However, such an invasive procedure is associated with a significant risk of complications and is limited by sampling error and interobserver variability. In the present review, we summarize the current literature about non-invasive approaches for the diagnosis of AR in kidney transplant recipients (KTRs), including in vivo imaging, gene-expression profiling and omics analyses of blood and urine samples. Most imaging techniques, such as contrast-enhanced ultrasound and magnetic resonance, exploit the fact that blood flow is significantly lowered in case of AR-induced inflammation. In addition, AR-associated recruitment of activated leucocytes may be detectable by 18F-fluorodeoxyglucose positron emission tomography. In parallel, urine biomarkers, including CXCL9/CXCL10 or a three-gene signature of CD3ε, CXCL10 and 18S RNA levels, have been identified. None of these approaches has yet been adopted in the clinical follow-up of KTRs, but standardization of analysis procedures may help assess reproducibility and comparative diagnostic yield in large, prospective, multicentre trials.
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Affiliation(s)
- Pauline Erpicum
- Division of Nephrology, University of Liège Academic Hospital (ULg CHU), B-4000 Liège, Belgium.,GIGA Cardiovascular Sciences, Université de Liège, Liège, Belgium
| | - Oriane Hanssen
- Division of Nephrology, University of Liège Academic Hospital (ULg CHU), B-4000 Liège, Belgium
| | - Laurent Weekers
- Division of Nephrology, University of Liège Academic Hospital (ULg CHU), B-4000 Liège, Belgium
| | - Pierre Lovinfosse
- Division of Nuclear Medicine, University of Liège Academic Hospital (ULg CHU), Liège, Belgium
| | - Paul Meunier
- Division of Radiology, University of Liège Academic Hospital (ULg CHU), Liège, Belgium
| | - Luaba Tshibanda
- Division of Radiology, University of Liège Academic Hospital (ULg CHU), Liège, Belgium
| | - Jean-Marie Krzesinski
- Division of Nephrology, University of Liège Academic Hospital (ULg CHU), B-4000 Liège, Belgium.,GIGA Cardiovascular Sciences, Université de Liège, Liège, Belgium
| | - Roland Hustinx
- Division of Nuclear Medicine, University of Liège Academic Hospital (ULg CHU), Liège, Belgium
| | - François Jouret
- Division of Nephrology, University of Liège Academic Hospital (ULg CHU), B-4000 Liège, Belgium.,GIGA Cardiovascular Sciences, Université de Liège, Liège, Belgium
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25
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Park CO, Kupper TS. The emerging role of resident memory T cells in protective immunity and inflammatory disease. Nat Med 2015; 21:688-97. [PMID: 26121195 DOI: 10.1038/nm.3883] [Citation(s) in RCA: 399] [Impact Index Per Article: 44.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2015] [Accepted: 05/19/2015] [Indexed: 02/07/2023]
Abstract
Over the past decade, it has become clear that there is an important subset of memory T cells that resides in tissues-tissue-resident memory T (TRM) cells. There is an emerging understanding that TRM cells have a role in human tissue-specific immune and inflammatory diseases. Furthermore, the nature of the molecular signals that maintain TRM cells in tissues is the subject of much investigation. In addition, whereas it is logical for TRM cells to be located in barrier tissues at interfaces with the environment, these cells have also been found in brain, kidney, joint and other non-barrier tissues in humans and mice. Given the biology and behavior of these cells, it is likely that they have a role in chronic relapsing and remitting diseases of both barrier and non-barrier tissues. In this Review we discuss recent insights into the biology of TRM cells with a particular focus on their roles in disease, both proven and putative.
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Affiliation(s)
- Chang Ook Park
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas S Kupper
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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26
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Lee JR, Muthukumar T, Dadhania D, Ding R, Sharma VK, Schwartz JE, Suthanthiran M. Urinary cell mRNA profiles predictive of human kidney allograft status. Immunol Rev 2015; 258:218-40. [PMID: 24517436 DOI: 10.1111/imr.12159] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Kidney allograft status is currently characterized using the invasive percutaneous needle core biopsy procedure. The procedure has become safer over the years, but challenges and complications still exist including sampling error, interobserver variability, bleeding, arteriovenous fistula, graft loss, and even death. Because the most common type of acute rejection is distinguished by inflammatory cells exiting the intravascular compartment and gaining access to the renal tubular space, we reasoned that a kidney allograft may function as an in vivo flow cytometer and sort cells involved in rejection into urine. To test this idea, we developed quantitative polymerase chain reaction (PCR) assays for absolute quantification of mRNA and pre-amplification protocols to overcome the low RNA yield from urine. Here, we review our single center urinary cell mRNA profiling studies that led to the multicenter Clinical Trials in Organ Transplantation (CTOT-04) study and the discovery and validation of a 3-gene signature of 18S rRNA-normalized measures of CD3ε mRNA and IP-10 mRNA and 18S rRNA that is diagnostic and predictive of acute cellular rejection in the kidney allograft. We also review our development of a 4-gene signature of mRNAs for vimentin, NKCC2, E-cadherin, and 18S rRNA diagnostic of interstitial fibrosis/tubular atrophy (IF/TA).
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Affiliation(s)
- John R Lee
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY, USA; Department of Transplantation Medicine, New York Presbyterian Hospital - Weill Cornell Medical Center, New York, NY, USA
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27
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Ong S, Mannon RB. Genomic and proteomic fingerprints of acute rejection in peripheral blood and urine. Transplant Rev (Orlando) 2014; 29:60-7. [PMID: 25542607 DOI: 10.1016/j.trre.2014.12.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Accepted: 12/06/2014] [Indexed: 12/13/2022]
Abstract
Acute dysfunction of a kidney transplant can be the result of many different etiologies and an allograft biopsy is frequently necessary to diagnose acute rejection. This invasive procedure, while generally safe, is time consuming, costly and inconvenient. We summarize recent advances in genomic and proteomic techniques using peripheral blood and urine for the diagnosis of acute rejection. While much progress has been made, validation of these new molecular tests in the clinical setting is still required.
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Affiliation(s)
- Song Ong
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Roslyn B Mannon
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Transplantation, Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA.
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28
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Mengel M. Renalomics: Molecular Pathology in Kidney Biopsies. Surg Pathol Clin 2014; 7:443-55. [PMID: 26837449 DOI: 10.1016/j.path.2014.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
In this article, various omics technologies and their applications in renal pathology (native and transplant biopsies) are reviewed and discussed. Despite significant progress and novel insights derived from these applications, extensive adoption of molecular diagnostics in renal pathology has not been accomplished. Further validation of specific applications leading to increased diagnostic precision in a clinically relevant way is ongoing.
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Affiliation(s)
- Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta Hospital, 4B1.18 Walter Mackenzie Center, 8440-112 Street, Edmonton T6G2S2, Canada.
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Muthukumar T, Lee JR, Dadhania DM, Ding R, Sharma VK, Schwartz JE, Suthanthiran M. Allograft rejection and tubulointerstitial fibrosis in human kidney allografts: interrogation by urinary cell mRNA profiling. Transplant Rev (Orlando) 2014; 28:145-54. [PMID: 24929703 DOI: 10.1016/j.trre.2014.05.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2014] [Revised: 04/26/2014] [Accepted: 05/22/2014] [Indexed: 01/07/2023]
Abstract
Because the kidney allograft has the potential to function as an in-vivo flow cytometer and facilitate the access of immune cells and kidney parenchymal cells in to the urinary space, we hypothesized that mRNA profiling of urinary cells offers a noninvasive means of assessing the kidney allograft status. We overcame the inherent challenges of urinary cell mRNA profiling by developing pre-amplification protocols to compensate for low RNA yield from urinary cells and by developing robust protocols for absolute quantification mRNAs using RT-PCR assays. Armed with these tools, we undertook first single-center studies urinary cell mRNA profiling and then embarked on the multicenter Clinical Trials in Organ Transplantation-04 study of kidney transplant recipients. We report here our discovery and validation of diagnostic and prognostic biomarkers of acute cellular rejection and of interstitial fibrosis and tubular atrophy (IF/TA). Our urinary cell mRNA profiling studies, in addition to demonstrating the feasibility of accurate diagnosis of acute cellular rejection and IF/TA in the kidney allograft, advance mechanistic and potentially targetable biomarkers. Interventional trials, guided by urinary cell mRNA profiles, may lead to personalized immunosuppression in recipients of kidney allografts.
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Affiliation(s)
- Thangamani Muthukumar
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY; Department of Transplantation Medicine, New York Presbyterian Hospital - Weill Cornell Medical Center, New York, NY.
| | - John R Lee
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY; Department of Transplantation Medicine, New York Presbyterian Hospital - Weill Cornell Medical Center, New York, NY
| | - Darshana M Dadhania
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY; Department of Transplantation Medicine, New York Presbyterian Hospital - Weill Cornell Medical Center, New York, NY
| | - Ruchuang Ding
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Vijay K Sharma
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY
| | - Joseph E Schwartz
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY; Department of Psychiatry and Behavioral Science, Stony Brook School of Medicine, Stony Brook, NY
| | - Manikkam Suthanthiran
- Division of Nephrology and Hypertension, Department of Medicine, Weill Cornell Medical College, New York, NY; Department of Transplantation Medicine, New York Presbyterian Hospital - Weill Cornell Medical Center, New York, NY
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Sigdel TK, Salomonis N, Nicora CD, Ryu S, He J, Dinh V, Orton DJ, Moore RJ, Hsieh SC, Dai H, Thien-Vu M, Xiao W, Smith RD, Qian WJ, Camp DG, Sarwal MM. The identification of novel potential injury mechanisms and candidate biomarkers in renal allograft rejection by quantitative proteomics. Mol Cell Proteomics 2013; 13:621-31. [PMID: 24335474 DOI: 10.1074/mcp.m113.030577] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Early transplant dysfunction and failure because of immunological and nonimmunological factors still presents a significant clinical problem for transplant recipients. A critical unmet need is the noninvasive detection and prediction of immune injury such that acute injury can be reversed by proactive immunosuppression titration. In this study, we used iTRAQ -based proteomic discovery and targeted ELISA validation to discover and validate candidate urine protein biomarkers from 262 renal allograft recipients with biopsy-confirmed allograft injury. Urine samples were randomly split into a training set of 108 patients and an independent validation set of 154 patients, which comprised the clinical biopsy-confirmed phenotypes of acute rejection (AR) (n = 74), stable graft (STA) (n = 74), chronic allograft injury (CAI) (n = 58), BK virus nephritis (BKVN) (n = 38), nephrotic syndrome (NS) (n = 8), and healthy, normal control (HC) (n = 10). A total of 389 proteins were measured that displayed differential abundances across urine specimens of the injury types (p < 0.05) with a significant finding that SUMO2 (small ubiquitin-related modifier 2) was identified as a "hub" protein for graft injury irrespective of causation. Sixty-nine urine proteins had differences in abundance (p < 0.01) in AR compared with stable graft, of which 12 proteins were up-regulated in AR with a mean fold increase of 2.8. Nine urine proteins were highly specific for AR because of their significant differences (p < 0.01; fold increase >1.5) from all other transplant categories (HLA class II protein HLA-DRB1, KRT14, HIST1H4B, FGG, ACTB, FGB, FGA, KRT7, DPP4). Increased levels of three of these proteins, fibrinogen beta (FGB; p = 0.04), fibrinogen gamma (FGG; p = 0.03), and HLA DRB1 (p = 0.003) were validated by ELISA in AR using an independent sample set. The fibrinogen proteins further segregated AR from BK virus nephritis (FGB p = 0.03, FGG p = 0.02), a finding that supports the utility of monitoring these urinary proteins for the specific and sensitive noninvasive diagnosis of acute renal allograft rejection.
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Affiliation(s)
- Tara K Sigdel
- California Pacific Medical Center Research Institute, 475 Brannan St., Ste 220, San Francisco, California 9410
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Abstract
Organ transplantation appears today to be the best alternative to replace the loss of vital organs induced by various diseases. Transplants can, however, also be rejected by the recipient. In this review, we provide an overview of the mechanisms and the cells/molecules involved in acute and chronic rejections. T cells and B cells mainly control the antigen-specific rejection and act either as effector, regulatory, or memory cells. On the other hand, nonspecific cells such as endothelial cells, NK cells, macrophages, or polymorphonuclear cells are also crucial actors of transplant rejection. Last, beyond cells, the high contribution of antibodies, chemokines, and complement molecules in graft rejection is discussed in this article. The understanding of the different components involved in graft rejection is essential as some of them are used in the clinic as biomarkers to detect and quantify the level of rejection.
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Affiliation(s)
- Aurélie Moreau
- INSERM UMR 1064, Center for Research in Transplantation and Immunology-ITUN, CHU de Nantes 44093, France
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HIV-infected kidney graft recipients managed with an early corticosteroid withdrawal protocol: clinical outcomes and messenger RNA profiles. Transplantation 2013; 95:711-20. [PMID: 23503504 DOI: 10.1097/tp.0b013e31827ac322] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND The outcome of HIV-infected kidney transplant recipients managed with an early corticosteroid withdrawal protocol is not known. METHODS Eleven consecutive HIV-infected patients with undetectable plasma HIV RNA and more than 200/mm CD4 T cells underwent deceased-donor (n=8) or living-donor (n=3) kidney transplantation at our center. All were managed with an early corticosteroid withdrawal protocol; 9 of 11 received antithymocyte globulin and 2 received basiliximab induction. We analyzed patient and graft outcomes, acute rejection rate, HIV progression, BKV replication, infections, and urinary cell mRNA profiles. RESULTS The median (range) follow-up was 44.5 (26-73) months. The incidence of acute rejection was 9% at 1 year and the patient and allograft survival rates were 100% and 91%, respectively. Estimated glomerular filtration rate at 1 year (mean ± SD) was 78 ± 39 mL/min/1.73 m. Plasma HIV RNA was undetectable at 24 months and none had BKV replication. Six of the 11 kidney recipients developed eight infections requiring hospitalization. Urinary cell levels of mRNA for complement components and complement regulatory proteins, cell lineage-specific proteins CD3, CD4, CD8, CTLA4, Foxp3, chemokine IP-10, cytotoxic perforin and granzyme B, and BKV VP1 mRNA were not different (P>0.05) between HIV-infected patients and HIV-negative recipients (n=22) with stable graft function and normal biopsy results. CONCLUSION An early steroid withdrawal regimen with antithymocyte globulin induction was associated with excellent graft and patient outcomes in HIV-infected recipients of kidney allografts. Their urinary cell mRNA profiles are indistinguishable from those of HIV-negative patients with stable graft function and normal biopsy results.
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Non-invasive biomarkers to guide management following renal transplantation: the need for a multiplatform approach. Curr Opin Organ Transplant 2013; 18:1-5. [PMID: 23283248 DOI: 10.1097/mot.0b013e32835c8025] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
PURPOSE OF REVIEW Balancing the level of anti-rejection therapy is the key challenge facing clinicians managing recipients of a solid organ transplant. Identification of biomarkers in non-invasive samples will allow serial monitoring which can prompt changes in therapy at an earlier stage without the need for invasive tests, and before significant damage to the graft or side effects have occurred. In this review we provide an update on the present status of such biomarker discovery in renal transplantation. RECENT FINDINGS Previous studies focusing on candidate biomarkers have identified a number of genes that have the potential to identify patients undergoing rejection. Advances in technology now allow screening of samples for markers which have led to identification of further genes as well as adding microRNAs and proteins to the list. Similarly, by studying patients in whom anti-rejection therapy has been withdrawn, a gene signature for operational tolerance has been described. SUMMARY It has become clear that to obtain a test suitable for clinical purposes, combinations of markers are required to identify specific clinical phenotypes. Identification and validation of such marker sets in large cohorts is urgently required to allow progression to clinical trials with the ultimate goal of offering recipients personalized anti-rejection therapy regimes.
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García-Roca P, Vargas YA, Fuentes Y, Hernández AM, Ortiz L, Valverde S, Velásquez-Jones L, Romero-Navarro B, Ramón-Garcia G, Medeiros M. Serum soluble interleukin 2 receptor (sIL-2R) as a marker of acute rejection in renal transplant children. Pediatr Transplant 2012; 16:274-9. [PMID: 22309031 DOI: 10.1111/j.1399-3046.2012.01645.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The aim of the study was to evaluate whether or not serum levels of soluble interleukin 2 receptor (sIL-2R) predict acute rejection in pediatric recipients. We studied 51 pediatric renal transplant recipients divided into three groups: Group 1) Biopsy-proven cellular acute rejection (n = 19), Group 2) Graft dysfunction with histological diagnosis other than acute rejection (n = 8) and Group 3) Patients with stable graft function, no biopsy (n = 24). Serum samples for sIL-2R measurement by sandwich ELISA were obtained at the time of renal transplant and at the time of renal biopsy due to graft dysfunction (Groups 1 and 2) or at six months post-transplant in the case of Group 3. The mean ± s.e. serum values of sIL-2R were higher in patients during acute rejection (6539 ± 1802 pg/mL) compared to patients with other causes of graft dysfunction (2217 ± 256 pg/mL) or stable graft function at six months (2183 ± 283 pg/mL) (Kruskal-Wallis p = 0.004). When the sIL2-R levels at the time of transplant were compared to those at the time of biopsy (Groups 1 and 2) or at six months post-transplant in Group 3, there was no significant difference between baseline and biopsy in the acute rejection group (paired t-test = 0.07), whereas there was a significant reduction in Groups 2 and 3.
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Affiliation(s)
- P García-Roca
- Laboratorio de Investigación en Nefrología y Metabolismo Mineral, Hospital Infantil de México Federico Gómez, México D.F., Mexico
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35
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Serum and urinary biomarkers in acute kidney transplant rejection. Nephrol Ther 2012; 8:13-9. [DOI: 10.1016/j.nephro.2011.07.409] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2011] [Accepted: 07/27/2011] [Indexed: 11/18/2022]
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36
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Yamada Y, Boskovic S, Aoyama A, Murakami T, Putheti P, Smith RN, Ochiai T, Nadazdin O, Koyama I, Boenisch O, Najafian N, Bhasin M, Colvin RB, Madsen JC, Strom TB, Sachs DH, Benichou G, Cosimi AB, Kawai T. Overcoming memory T-cell responses for induction of delayed tolerance in nonhuman primates. Am J Transplant 2012; 12:330-40. [PMID: 22053723 PMCID: PMC3268945 DOI: 10.1111/j.1600-6143.2011.03795.x] [Citation(s) in RCA: 78] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The presence of alloreactive memory T cells is a major barrier for induction of tolerance in primates. In theory, delaying conditioning for tolerance induction until after organ transplantation could further decrease the efficacy of the regimen, since preexisting alloreactive memory T cells might be stimulated by the transplanted organ. Here, we show that such "delayed tolerance" can be induced in nonhuman primates through the mixed chimerism approach, if specific modifications to overcome/avoid donor-specific memory T-cell responses are provided. These modifications include adequate depletion of CD8+ memory T cells and timing of donor bone marrow administration to minimize levels of proinflammatory cytokines. Using this modified approach, mixed chimerism was induced successfully in 11 of 13 recipients of previously placed renal allografts and long-term survival without immunosuppression could be achieved in at least 6 of these 11 animals.
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Affiliation(s)
- Y. Yamada
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - S. Boskovic
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - A. Aoyama
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - T. Murakami
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - P. Putheti
- Department of Medicine, Transplant Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02114
| | - R. N. Smith
- Department of pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - T. Ochiai
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - O. Nadazdin
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - I. Koyama
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - O. Boenisch
- Department of Medicine, Renal Division, Brigham and Women’s Hospital, Boston, MA 02114
| | - N. Najafian
- Department of Medicine, Renal Division, Brigham and Women’s Hospital, Boston, MA 02114
| | - M.K. Bhasin
- Department of Medicine, Transplant Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02114
| | - R. B. Colvin
- Department of pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - J. C. Madsen
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - T. B. Strom
- Department of Medicine, Transplant Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02114
| | - D. H. Sachs
- Transplant Biology Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - G. Benichou
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - A. B. Cosimi
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
| | - T. Kawai
- Transplant Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114
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SÁNCHEZ–FUEYO ALBERTO, STROM TERRYB. Immunologic basis of graft rejection and tolerance following transplantation of liver or other solid organs. Gastroenterology 2011; 140:51-64. [PMID: 21073873 PMCID: PMC3866688 DOI: 10.1053/j.gastro.2010.10.059] [Citation(s) in RCA: 158] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2010] [Revised: 10/24/2010] [Accepted: 10/26/2010] [Indexed: 12/13/2022]
Abstract
Transplantation of organs between genetically different individuals of the same species causes a T cell-mediated immune response that, if left unchecked, results in rejection and graft destruction. The potency of the alloimmune response is determined by the antigenic disparity that usually exists between donors and recipients and by intragraft expression of proinflammatory cytokines in the early period after transplantation. Studies in animal models have identified many molecules that, when targeted, inhibit T-cell activation. In addition, some of these studies have shown that certain immunologic interventions induce transplantation tolerance, a state in which the allograft is specifically accepted without the need for chronic immunosuppression. Tolerance is an important aspect of liver transplantation, because livers have a unique microenvironment that promotes tolerance rather than immunity. In contrast to the progress achieved in inducing tolerance in animal models, patients who receive transplanted organs still require nonspecific immunosuppressant drugs. The development of calcineurin inhibitors has reduced the acute rejection rate and improved short-term, but not long-term, graft survival. However, long-term use of immunosuppressive drugs leads to nephrotoxicity and metabolic disorders, as well as manifestations of overimmunosuppression such as opportunistic infections and cancers. The status of pharmacologic immunosuppression in the clinic is therefore not ideal. We review recently developed therapeutic strategies to promote tolerance to transplanted livers and other organs and diagnostic tools that might be used to identify patients most likely to accept or reject allografts.
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Affiliation(s)
- ALBERTO SÁNCHEZ–FUEYO
- Liver Transplant Unit, Hospital Clinic Barcelona, IDIBAPS, CIBEREHD, University of Barcelona, Barcelona, Spain
| | - TERRY B. STROM
- Transplant Institute, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
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Chambers DC, Hodge S, Hodge G, Yerkovich ST, Kermeen FD, Reynolds P, Holmes M, Hopkins PMA. A novel approach to the assessment of lymphocytic bronchiolitis after lung transplantation--transbronchial brush. J Heart Lung Transplant 2010; 30:544-51. [PMID: 21194972 DOI: 10.1016/j.healun.2010.10.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2010] [Revised: 09/28/2010] [Accepted: 10/21/2010] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Lymphocytic bronchiolitis (LB) is the strongest risk factor for subsequent allograft loss due to bronchiolitis obliterative syndrome (BOS); however, it is poorly assessed by transbronchial biopsy (TBBx) because of sampling error, interpretation error and the presence of non-alloimmune airway inflammation. We hypothesized that flow cytometric evaluation of bronchiolar brushings (transbronchial brush, TBBr) may be a better approach. METHODS Transbronchial brushings (2 to 3 cm from the pleural surface under radiologic guidance) were obtained prior to TBBx in 32 patients and analyzed by flow cytometry. We assessed the proportion of nucleated cells that were CD3(+)CD103(+) (epithelial-specific T cells). RESULTS No adverse events occurred; 0.5% (0.27 to 0.84) of the cells were epithelial-specific T cells and numbers increased with episodes of Grade A1 rejection (p < 0.01) and in patients with BOS (p = 0.02). Viral and invasive fungal infection were associated with marked infiltration with CD103(-) T cells (p < 0.01). CONCLUSION TBBr is simple to obtain, low risk, quantitative, and can discriminate between infective and alloimmune LB. It may be a valuable addition to current lung allograft assessment.
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Affiliation(s)
- Daniel C Chambers
- Queensland Centre for Pulmonary Transplantation and Vascular Disease, The Prince Charles Hospital, Brisbane, Queensland, Australia.
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The Immune Tolerance Network at 10 years: tolerance research at the bedside. Nat Rev Immunol 2010; 10:797-803. [PMID: 20972473 DOI: 10.1038/nri2869] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Immune tolerance-inducing therapies reprogramme immune cells to eliminate pathogenic immune responses while preserving protective immunity. The Immune Tolerance Network (ITN), sponsored by the US National Institutes of Health, was established in 1999 to evaluate new tolerance-inducing therapies and carry out mechanistic studies using a unique interactive approach in partnership with industry, academia and foundations. Ten years later, the ITN has carried out approximately 36 clinical trials and tolerance studies examining innovative tolerogenic approaches in the settings of allergy, autoimmune diseases and organ transplantation. ITN investigators have published more than 80 original research papers based on this work. This Timeline article summarizes the progress and challenges of clinical research in the ITN.
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Barraclough KA, Staatz CE, Isbel NM, McTaggart SJ. Review: Pharmacodynamic monitoring of immunosuppression in kidney transplantation. Nephrology (Carlton) 2010; 15:522-32. [PMID: 20649871 DOI: 10.1111/j.1440-1797.2010.01349.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Advances in immunosuppressive therapies have improved kidney transplant outcomes. However, immunosuppressant drug-induced toxicities continue to reduce tolerability and impact patient and graft survival. A major ongoing challenge in kidney transplantation is to establish ways of tailoring immunosuppressant therapy so as to maintain efficacy while minimizing toxicity. Pharmacodynamic monitoring by direct measurement of immune cell function has the potential to personalize immunosuppression. The purpose of this review is to provide the clinician with an overview of the methodology and use of immune function monitoring in the field of kidney transplantation.
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Affiliation(s)
- Katherine A Barraclough
- Department of Renal Medicine, University of Queensland at the Princess Alexandra Hospital, Queensland, Australia.
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Abstract
In the past decade, an explosion in the number of high-throughput tools for the measurement of different cellular products has occurred. These tools have the potential to further our understanding of human disease and this development has facilitated the identification of new biomarkers in all areas of medicine. In the field of solid organ transplantation, two different areas have developed: the use of biomarkers to predict allograft tolerance for the identification of patients who can be weaned from immunosuppressive therapy, and biomarkers for the prediction of allograft rejection, so that parenchymal damage can be prevented before it becomes irreversible. In this Review, we discuss the development of biomarkers that are indicative of transplant tolerance. Identifying patients in whom donor-specific tolerance has developed would constitute a major advance in the care of organ transplant recipients. This ability would allow the minimization or even the withdrawal of immunosuppressive therapy in selected patients, thus reducing the number of adverse effects and costs, and optimizing long-term graft outcomes. The routine clinical use of these biomarkers, once validated, would bring to the fore the possibility of personalized medicine.
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Böhmig GA, Wahrmann M, Säemann MD. Detecting adaptive immunity: applications in transplantation monitoring. Mol Diagn Ther 2010; 14:1-11. [PMID: 20121285 DOI: 10.1007/bf03256348] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
In recent decades, continuous improvements in immunosuppressive therapy have led to a significant increase in kidney allograft survival. Despite innovative developments and improvements in immunosuppression, chronic allograft injury and late graft loss still remain major causes of morbidity and mortality. In clinical practice, long-term immunosuppression is adapted and fine-tuned according to drug levels, kidney function, and biopsy results. As an invasive procedure, indication biopsy still represents an indispensible diagnostic gold standard. However, in an effort to further improve outcomes on the basis of individualized treatment, there is an urgent need for noninvasive assays, as well as biomarkers, to more accurately monitor allogeneic responses and predict the risk of acute and chronic allograft rejection. This article discusses strategies for immune monitoring of T-cell responsiveness and humoral alloreactivity. Furthermore, new microarray and gene profiling data are highlighted, which may identify hyporesponsive transplant recipients who could benefit from a reduction or even withdrawal of immunosuppression. Finally, supplementary transplant risk assessment markers, such as soluble CD30 and urinary effector molecule analysis, are discussed as promising new tools. Recent developments and improvements in test principles to monitor and predict allograft immunity are encouraging and may herald the transition of present empiric immunosuppression to individualized immunosuppressive treatment. Nonetheless, before implementation of immune monitoring in routine clinical practice, there is still a need for prospective trials designed to clarify the actual diagnostic potential of individual test systems in a therapeutic context.
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Affiliation(s)
- Georg A Böhmig
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
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Abstract
PURPOSE OF REVIEW Acute rejection is an immune process that begins with the recognition of the allograft as nonself and ends in graft destruction. Histological features of the allograft biopsy are currently used for the differential diagnosis of allograft dysfunction. In view of the safety and the opportunity for repetitive sampling, development of noninvasive biomarkers of allograft status is an important objective in transplantation. Herein, we review some of the progress towards the development of noninvasive biomarkers of human allograft status. RECENT FINDINGS Urinary cell and peripheral blood cell mRNA profiles have been associated with acute rejection of human renal allografts. Emerging data support the idea that development of noninvasive biomarkers predictive of antibody-mediated rejection is feasible. The demonstration that intragraft microRNA expression predicts renal allograft status suggests that noninvasively ascertained microRNA profiles may be of value. SUMMARY We are pleased with the progress to date, and anticipate clinical trials investigating the hypotheses that noninvasively ascertained mRNA profiles will minimize the need for invasive biopsy procedures, predict the development of acute rejection and chronic allograft nephropathy, facilitate preemptive therapy capable of preserving graft function, and facilitate personalization of immunosuppressive therapy for the allograft recipient.
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Øzbay A, Tørring C, Olsen R, Carstens J. Transcriptional Profiles in Urine During Acute Rejection, Bacteriuria, CMV Infection and Stable Graft Function After Renal Transplantation. Scand J Immunol 2009; 69:357-65. [DOI: 10.1111/j.1365-3083.2009.02226.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Carstens J, Ozbay A, Tørring C, Hansen HE. Intragraft mRNA cytotoxic molecule expression in renal allograft recipients. Transpl Immunol 2009; 20:212-7. [PMID: 19141320 DOI: 10.1016/j.trim.2008.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2008] [Revised: 12/02/2008] [Accepted: 12/04/2008] [Indexed: 10/21/2022]
Abstract
The gene expression of the cytotoxic T-cell molecules perforin, granzyme B and Fas ligand are associated with acute rejection in renal allograft recipients. Several immune mechanisms are linked to severe systemic inflammation in brain-dead organ donors. We examined the mRNA expression of these T-cell activation biomarkers in donor kidney biopsies to evaluate if they could separate living from deceased donors and primary graft function from delayed graft function or acute rejection in the early post transplantation period. We obtained 139 cadaveric and 19 living donor kidney core biopsies post reperfusion and 78 renal allograft biopsies taken because of graft dysfunction. RNA was isolated from tissue samples and mRNA encoding perforin, granzyme B or Fas ligand and a constitutively expressed cyclophilin B, a reference gene, was measured with the use of real-time quantitative polymerase chain reaction assay, and the levels of expression was correlated with allograft status. We did not find statistically significant differences in gene expression of perforin, granzyme B or Fas ligand among deceased and living donor kidneys and the mRNA expression of these cytotoxic molecules in donor kidney biopsies did not distinguish primary allograft function or early acute rejection. Significant differences were found between acute rejection (n=17) and zero-hour samples and acute rejection and non-rejection (n=41) samples for all 3 measured transcripts. No significant difference was found between acute borderline rejection (n=16) and non-rejection samples. In conclusion, effector molecules secreted by cytotoxic T lymphocytes were not activated in deceased donor kidneys and the genes did not classify the post-transplant course.
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Affiliation(s)
- J Carstens
- Department of Renal Medicine, Skejby Hospital, Aarhus University Hospital, Aarhus, Denmark.
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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: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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Curative and beta cell regenerative effects of alpha1-antitrypsin treatment in autoimmune diabetic NOD mice. Proc Natl Acad Sci U S A 2008; 105:16242-7. [PMID: 18852471 DOI: 10.1073/pnas.0808031105] [Citation(s) in RCA: 136] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Invasive insulitis is a destructive T cell-dependent autoimmune process directed against insulin-producing beta cells that is central to the pathogenesis of type 1 diabetes mellitus (T1DM) in humans and the clinically relevant nonobese diabetic (NOD) mouse model. Few therapies have succeeded in restoring long-term, drug-free euglycemia and immune tolerance to beta cells in overtly diabetic NOD mice, and none have demonstrably enabled enlargement of the functional beta cell mass. Recent studies have emphasized the impact of inflammatory cytokines on the commitment of antigen-activated T cells to various effector or regulatory T cell phenotypes and insulin resistance and defective insulin signaling. Hence, we tested the hypothesis that inflammatory mechanisms trigger insulitis, insulin resistance, faulty insulin signaling, and the loss of immune tolerance to islets. We demonstrate that treatment with alpha1-antitrypsin (AAT), an agent that dampens inflammation, does not directly inhibit T cell activation, ablates invasive insulitis, and restores euglycemia, immune tolerance to beta cells, normal insulin signaling, and insulin responsiveness in NOD mice with recent-onset T1DM through favorable changes in the inflammation milieu. Indeed, the functional mass of beta cells expands in AAT-treated diabetic NOD mice.
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Epidemiology of BK virus in renal allograft recipients: independent risk factors for BK virus replication. Transplantation 2008; 86:521-8. [PMID: 18724220 DOI: 10.1097/tp.0b013e31817c6447] [Citation(s) in RCA: 98] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Identification of risk factors for BK virus (BKV) replication may improve transplant outcome. We investigated the impact of immunosuppressive drugs on the prevalence of BKV replication in recipients of human renal allografts. METHODS One hundred twenty renal allograft recipients were studied prospectively at 1, 3, and 6 months posttransplantation to identify risk factors for BKV replication. BKV replication was quantified by measurement of urinary cell BKV VP1 mRNA levels using BKV specific primers and TaqMan probe in a real-time quantitative polymerase chain reaction assay. Levels of urinary cell mRNA for granzyme B, CD103, and transforming growth factor-beta1 were measured to ascertain whether BKV replication is associated with an inflammatory signature. RESULTS The prevalence of BKV replication increased over time and was highest at 6 months compared with 1 or 3 months posttransplantation (P<0.001). A logistic regression model analysis demonstrated that steroid maintenance therapy (odds ratio: 8.3, P=0.003) and induction with rabbit anti-human thymocyte globulin (odds ratio: 5.8, P=0.008) were independent risk factors for BKV replication. Neither mycophenolate mofetil dose nor tacrolimus dose or trough levels were different between those with or without BKV replication. The development of acute rejection or antirejection treatment with methylprednisolone did not increase the risk of BKV replication. BKV replication was associated with heightened levels of urinary cell mRNA for granzyme B (P<0.002), CD103 (P<0.005) but not for transforming growth factor-beta1 (P>0.05). CONCLUSIONS Steroid maintenance therapy and induction with antithymocyte globulin are independent risk factors for BKV replication in renal allograft recipients treated with tacrolimus and mycophenolate mofetil.
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Noninvasive prediction of organ graft rejection and outcome using gene expression patterns. Transplantation 2008; 86:192-9. [PMID: 18645476 DOI: 10.1097/tp.0b013e31817eef7b] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Development of predictive, diagnostic, and prognostic biomarkers of allograft status and outcome is important and challenging, and may be rewarded with individualized therapy for the organ graft recipient. Herein, we summarize noninvasive messenger RNA profiling studies for ascertaining allograft status and outcome. Nucleic acid-based biomarkers of allograft status have been developed by several laboratories, but the studies have primarily been single center investigations. Ongoing multicenter trials including the Clinical Trials in Organ Transplantation (https://www.ctotstudies.org) should help further to define the clinical utility of noninvasively developed messenger RNA profiles as biomarkers of allograft status and outcome.
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Butt AN, Swaminathan R. Overview of Circulating Nucleic Acids in Plasma/Serum. Ann N Y Acad Sci 2008; 1137:236-42. [DOI: 10.1196/annals.1448.002] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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