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Li Y, Nieuwenhuis LM, Keating BJ, Festen EA, de Meijer VE. The Impact of Donor and Recipient Genetic Variation on Outcomes After Solid Organ Transplantation: A Scoping Review and Future Perspectives. Transplantation 2022; 106:1548-1557. [PMID: 34974452 PMCID: PMC9311456 DOI: 10.1097/tp.0000000000004042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 11/16/2021] [Accepted: 11/25/2021] [Indexed: 11/25/2022]
Abstract
At the outset of solid organ transplantation, genetic variation between donors and recipients was recognized as a major player in mechanisms such as allograft tolerance and rejection. Genome-wide association studies have been very successful in identifying novel variant-trait associations, but have been difficult to perform in the field of solid organ transplantation due to complex covariates, era effects, and poor statistical power for detecting donor-recipient interactions. To overcome a lack of statistical power, consortia such as the International Genetics and Translational Research in Transplantation Network have been established. Studies have focused on the consequences of genetic dissimilarities between donors and recipients and have reported associations between polymorphisms in candidate genes or their regulatory regions with transplantation outcomes. However, knowledge on the exact influence of genetic variation is limited due to a lack of comprehensive characterization and harmonization of recipients' or donors' phenotypes and validation using an experimental approach. Causal research in genetics has evolved from agnostic discovery in genome-wide association studies to functional annotation and clarification of underlying molecular mechanisms in translational studies. In this overview, we summarize how the recent advances and progresses in the field of genetics and genomics have improved the understanding of outcomes after solid organ transplantation.
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Affiliation(s)
- Yanni Li
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Lianne M. Nieuwenhuis
- Department of Surgery, section of Hepatobiliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Brendan J. Keating
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Eleonora A.M. Festen
- Department of Gastroenterology and Hepatology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Vincent E. de Meijer
- Department of Surgery, section of Hepatobiliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Ventura-Aguiar P, Ramirez-Bajo MJ, Rovira J, Bañón-Maneus E, Hierro N, Lazo M, Cuatrecasas M, Garcia-Criado M, Liang N, Swenerton RK, Cofan F, Cucchiari D, Esforzado N, Montagud-Marrahi E, Oppenheimer F, Piñeiro G, Revuelta I, Torregrosa V, Ahmed E, Soboleva K, Kaur N, Zimmermann BG, Al Haj Baddar N, Demko ZP, Escrig C, Tabriziani H, Gauthier P, Billings PR, Amor AJ, Ferrer J, Campistol JM, Diekmann F. Donor-derived Cell-free DNA Shows High Sensitivity for the Diagnosis of Pancreas Graft Rejection in Simultaneous Pancreas-kidney Transplantation. Transplantation 2022; 106:1690-1697. [PMID: 35289777 PMCID: PMC9311279 DOI: 10.1097/tp.0000000000004088] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 12/29/2021] [Accepted: 01/11/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Pancreas graft status in simultaneous pancreas-kidney transplant (SPKTx) is currently assessed by nonspecific biochemical markers, typically amylase or lipase. Identifying a noninvasive biomarker with good sensitivity in detecting early pancreas graft rejection could improve SPKTx management. METHODS Here, we developed a pilot study to explore donor-derived cell-free DNA (dd-cfDNA) performance in predicting biopsy-proven acute rejection (P-BPAR) of the pancreas graft in a cohort of 36 SPKTx recipients with biopsy-matched plasma samples. dd-cfDNA was measured using the Prospera test (Natera, Inc.) and reported both as a fraction of the total cfDNA (fraction; %) and as concentration in the recipient's plasma (quantity; copies/mL). RESULTS In the absence of P-BPAR, dd-cfDNA was significantly higher in samples collected within the first 45 d after SPKTx compared with those measured afterward (median, 1.00% versus 0.30%; median, 128.2 versus 35.3 cp/mL, respectively with both; P = 0.001). In samples obtained beyond day 45, P-BPAR samples presented a significantly higher dd-cfDNA fraction (0.83 versus 0.30%; P = 0.006) and quantity (81.3 versus 35.3 cp/mL; P = 0.001) than stable samples. Incorporating dd-cfDNA quantity along with dd-cfDNA fraction outperformed dd-cfDNA fraction alone to detect active rejection. Notably, when using a quantity cutoff of 70 cp/mL, dd-cfDNA detected P-BPAR with a sensitivity of 85.7% and a specificity of 93.7%, which was more accurate than current biomarkers (area under curve of 0.89 for dd-cfDNA (cp/ml) compared with 0.74 of lipase and 0.46 for amylase). CONCLUSIONS dd-cfDNA measurement through a simple noninvasive blood test could be incorporated into clinical practice to help inform graft management in SPKTx patients.
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Affiliation(s)
- Pedro Ventura-Aguiar
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Maria Jose Ramirez-Bajo
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Jordi Rovira
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Elisenda Bañón-Maneus
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Natalia Hierro
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Marta Lazo
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Miriam Cuatrecasas
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
| | - M.A. Garcia-Criado
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
| | | | | | - Federic Cofan
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - David Cucchiari
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Nuria Esforzado
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Enrique Montagud-Marrahi
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Federic Oppenheimer
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Gaston Piñeiro
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Ignacio Revuelta
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Vicens Torregrosa
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
| | - Ebad Ahmed
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Karina Soboleva
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Navchetan Kaur
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Bernhard G. Zimmermann
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Nour Al Haj Baddar
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Zachary P. Demko
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Cesar Escrig
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Hossein Tabriziani
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Philippe Gauthier
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Paul R. Billings
- Pathology Department, Center for Biomedical Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Antonio J. Amor
- Radiology Department, Center for Imaging Diagnosis, Hospital Clínic, Barcelona, Spain
| | - Joana Ferrer
- Endocrinology Department, Hospital Clinic, Barcelona, Spain
| | - Josep M. Campistol
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
| | - Fritz Diekmann
- Renal Transplant Unit, Nephrology and Kidney Transplant Department, Hospital Clinic, Barcelona, Spain
- Laboratori Experimental de Nefrologia i Trasplantament, Fundacio Clinic - IDIBAPS, Barcelona, Spain
- Red de Investigación Renal (REDINREN), Madrid, Spain
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Tchacrome I, Zhu Q, Saleh MA, Zou Y. Diseases association with the polymorphic major histocompatibility complex class I related chain a: MICA gene. Transpl Immunol 2022; 75:101665. [PMID: 35809815 DOI: 10.1016/j.trim.2022.101665] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 06/29/2022] [Accepted: 07/04/2022] [Indexed: 11/17/2022]
Abstract
The Major Histocompatibility Complex class I chain-related molecule A (MICA) genes encode a highly polymorphic glycoprotein among the cell surface antigens that trigger an immune response after allograft transplantation. It is encoded by the MICA gene, a member of the glycosylated MIC genes. Discovered in 1994, the MICA gene is located within the MHC class I region. Moreover, its biological function is achieved through the interaction with the NKG2D receptor. Unlike the classical HLA molecules, MICA protein is not associated with β2- microglobulin nor binds peptides. MICA gene expression may result in a cytotoxic response and IFN-γ secretion through the up-regulation by heat shock proteins in response to infection (Human Cytomegalovirus HCMV), mediated by NKG2D-expressing cells. Anti-MICA antibodies were identified as significant risk factors for antibody mediated rejection after being detected in sera of patients with graft rejection. In addition, soluble MICA proteins (sMICA) has been detected in the serum of transplant recipients with cancers. Furthermore, the association of MICA polymorphisms with infectious diseases, various autoimmune diseases, cancer, and allograft rejection or graft-versus-host disease (GVHD) has been studied. Moreover, numerous advanced disease studies centered on MICA polymorphism are independent of HLA association. In this review, we discussed the up-to-date data about MICA and the association of MICA polymorphism with infections, autoimmune diseases, graft-versus-host disease, and cancer.
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Affiliation(s)
- Imane Tchacrome
- Department of Immunology, Xiangya School of Medicine, Central South University, Hunan, China
| | - Quan Zhu
- Department of Immunology, Xiangya School of Medicine, Central South University, Hunan, China
| | - Mohammad Abu Saleh
- Department of Immunology, Xiangya School of Medicine, Central South University, Hunan, China
| | - Yizhou Zou
- Department of Immunology, Xiangya School of Medicine, Central South University, Hunan, China.
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Chen Y, Zhang B, Liu T, Chen X, Wang Y, Zhang H. T Cells With Activated STAT4 Drive the High-Risk Rejection State to Renal Allograft Failure After Kidney Transplantation. Front Immunol 2022; 13:895762. [PMID: 35844542 PMCID: PMC9283858 DOI: 10.3389/fimmu.2022.895762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 06/09/2022] [Indexed: 11/13/2022] Open
Abstract
In kidney transplantation, deteriorated progression of rejection is considered to be a leading course of postoperative mortality. However, the conventional histologic diagnosis is limited in reading the rejection status at the molecular level, thereby triggering mismatched pathogenesis with clinical phenotypes. Here, by applying uniform manifold approximation and projection and Leiden algorithms to 2,611 publicly available microarray datasets of renal transplantation, we uncovered six rejection states with corresponding signature genes and revealed a high-risk (HR) state that was essential in promoting allograft loss. By identifying cell populations from single-cell RNA sequencing data that were associated with the six rejection states, we identified a T-cell population to be the pathogenesis-triggering cells associated with the HR rejection state. Additionally, by constructing gene regulatory networks, we identified that activated STAT4, as a core transcription factor that was regulated by PTPN6 in T cells, was closely linked to poor allograft function and prognosis. Taken together, our study provides a novel strategy to help with the precise diagnosis of kidney allograft rejection progression, which is powerful in investigating the underlying molecular pathogenesis, and therefore, for further clinical intervention.
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Affiliation(s)
- Yihan Chen
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Bao Zhang
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Tianliang Liu
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Xiaoping Chen
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
| | - Yaning Wang
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Yaning Wang, ; Hongbo Zhang,
| | - Hongbo Zhang
- Key Laboratory for Stem Cells and Tissue Engineering, Ministry of Education, Sun Yat-sen University, Guangzhou, China
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- The Department of Histology and Embryology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, China
- *Correspondence: Yaning Wang, ; Hongbo Zhang,
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55
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Kim PJ, Olymbios M, Siu A, Wever Pinzon O, Adler E, Liang N, Swenerton R, Sternberg J, Kaur N, Ahmed E, Chen YA, Fehringer G, Demko ZP, Billings PR, Stehlik J. A novel donor-derived cell-free DNA assay for the detection of acute rejection in heart transplantation. J Heart Lung Transplant 2022; 41:919-927. [PMID: 35577713 PMCID: PMC9670834 DOI: 10.1016/j.healun.2022.04.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 03/06/2022] [Accepted: 04/04/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Endomyocardial biopsy (EMB), the reference surveillance test for acute rejection (AR) in heart transplant (HTx) recipients, is invasive, costly, and shows significant interobserver variability. Recent studies indicate that donor-derived cell-free DNA (dd-cfDNA), obtained non-invasively from blood, is associated with AR and could reduce the frequency of EMB surveillance. The aim of this study was to examine the performance characteristics of a novel test for detecting AR in adult HTx recipients. METHODS Plasma samples with contemporaneous EMBs were obtained from HTx recipients. A clinically available SNP-based massively multiplexed-PCR dd-cfDNA assay was used to measure dd-cfDNA fraction. dd-cfDNA fractions were compared with EMB-defined rejection status and test performance was assessed by constructing ROC curves and calculating accuracy measures. RESULTS A total of 811 samples from 223 patients with dd-cfDNA testing and contemporaneous EMB were eligible for the study. dd-cfDNA fraction was significantly higher in AR (median 0.58%, IQR, 0.13%-1.68%) compared to non-AR (median 0.04%, IQR, 0.01%-0.11%, pc < 0.001). ROC analysis produced an area under the curve (AUC-ROC) of 0.86 (95% CI, 0.77-0.96). Defining samples with dd-cfDNA fraction ≥0.15% as AR yielded 78.5% sensitivity (95% CI, 60.7%-96.3%) and 76.9% specificity (95% CI, 71.1%-82.7%). Positive and negative predictive values were 25.1% (95% CI, 18.8%-31.5%) and 97.3% (95% CI, 95.1%-99.5%) respectively, calculated using the cohort AR prevalence of 9.0% (95% CI, 5.3%-12.8%) with adjustment for repeat samples. CONCLUSIONS This novel dd-cfDNA test detects AR in HTx recipients with good accuracy and holds promise as a noninvasive test for AR in HTx recipients.
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Affiliation(s)
- Paul J Kim
- UC San Diego Health, San Diego, California
| | | | - Alfonso Siu
- Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, Utah
| | - Omar Wever Pinzon
- Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, Utah
| | - Eric Adler
- UC San Diego Health, San Diego, California
| | | | | | | | | | | | | | | | | | | | - Josef Stehlik
- Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City, Utah.
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Friebus-Kardash J, Nela E, Möhlendick B, Kribben A, Siffert W, Heinemann FM, Eisenberger U. Development of De Novo Donor-specific HLA Antibodies and AMR in Renal Transplant Patients Depends on CYP3A5 Genotype. Transplantation 2022; 106:1031-1042. [PMID: 34241984 PMCID: PMC9038248 DOI: 10.1097/tp.0000000000003871] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 06/09/2021] [Accepted: 06/09/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND The single-nucleotide polymorphism CYP3A5 rs776746 is related to a reduction in the metabolizing activity of the CYP3A5 enzyme. People carrying at least one copy of the wild-type allele, defined as CYP3A5 expressers, exhibit higher clearance and lower trough concentrations of tacrolimus than homozygous nonexpressers, and this difference may affect alloimmunization and allograft function. METHODS We retrospectively studied 400 kidney transplant recipients treated with a tacrolimus-based immunosuppression regimen to detect CYP3A5 genotype, de novo formation of HLA antibodies and donor-specific antibodies (DSAs), and clinical outcome up to 5 y after transplant. RESULTS We found that 69 (17%) of the 400 patients were CYP3A5 expressers. During the first 3 y after transplant, CYP3A5 expressers tended to have lower tacrolimus trough levels than nonexpressers, although their tacrolimus dosage was as much as 80% higher. De novo DSAs were found more frequently in CYP3A5 expressers than in nonexpressers (13/69 [19%] versus 33/331 [10%], P = 0.02). De novo DSA-free survival rates (P = 0.02) were significantly lower for expressers than for nonexpressers. CYP3A5 genotype had no effect on allograft failure, but CYP3A5 expressers exhibited a significantly higher frequency of antibody-mediated rejection. CYP3A5 expresser status was an independent risk factor for the development of de novo DSAs (relative risk, 2.34, P = 0.01). CONCLUSIONS Early detection of CYP3A5 expressers, enabling genotype-based dose adjustment of tacrolimus immediately after renal transplant, may be a useful strategy for reducing the risk of de novo DSA production and antibody-mediated rejection.
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Affiliation(s)
- Justa Friebus-Kardash
- Department of Nephrology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Ejona Nela
- Department of Nephrology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Birte Möhlendick
- Institute of Pharmacogenetics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Andreas Kribben
- Department of Nephrology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Winfried Siffert
- Institute of Pharmacogenetics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Falko Markus Heinemann
- Institute for Transfusion Medicine, Transplantation Diagnostics, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Ute Eisenberger
- Department of Nephrology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
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Hansen-Estruch C, Cooper DK, Judd E. Physiological aspects of pig kidney xenotransplantation and implications for management following transplant. Xenotransplantation 2022; 29:e12743. [PMID: 35297098 PMCID: PMC9232961 DOI: 10.1111/xen.12743] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 02/19/2022] [Accepted: 03/03/2022] [Indexed: 12/16/2022]
Abstract
Successful organ transplantation between species is now possible, using genetic modifications. This article aims to provide a comprehensive overview of the differences and similarities in kidney function between humans, primates, and pigs, in preparation for pig-allograft to human xenotransplantation. The kidney, as the principal defender of body homeostasis, acts as a sensor, effector, and regulator of physiologic feedback systems. Considerations are made for anticipated effects on each system when a pig kidney is placed into a human recipient. Discussion topics include anatomy, global kidney function, sodium and water handling, kidney hormone production and response to circulating hormones, acid-base balance, and calcium and phosphorus handling. Based on available data, pig kidneys are anticipated to be compatible with human physiology, despite a few barriers.
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Affiliation(s)
- Christophe Hansen-Estruch
- Xenotransplantation Program, Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - David K.C. Cooper
- Xenotransplantation Program, Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Eric Judd
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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Lim JH, Chung BH, Lee SH, Jung HY, Choi JY, Cho JH, Park SH, Kim YL, Kim CD. Omics-based biomarkers for diagnosis and prediction of kidney allograft rejection. Korean J Intern Med 2022; 37:520-533. [PMID: 35417937 PMCID: PMC9082440 DOI: 10.3904/kjim.2021.518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 01/11/2022] [Indexed: 11/27/2022] Open
Abstract
Kidney transplantation is the preferred treatment for patients with end-stage kidney disease, because it prolongs survival and improves quality of life. Allograft biopsy is the gold standard for diagnosing allograft rejection. However, it is invasive and reactive, and continuous monitoring is unrealistic. Various biomarkers for diagnosing allograft rejection have been developed over the last two decades based on omics technologies to overcome these limitations. Omics technologies are based on a holistic view of the molecules that constitute an individual. They include genomics, transcriptomics, proteomics, and metabolomics. The omics approach has dramatically accelerated biomarker discovery and enhanced our understanding of multifactorial biological processes in the field of transplantation. However, clinical application of omics-based biomarkers is limited by several issues. First, no large-scale prospective randomized controlled trial has been conducted to compare omics-based biomarkers with traditional biomarkers for rejection. Second, given the variety and complexity of injuries that a kidney allograft may experience, it is likely that no single omics approach will suffice to predict rejection or outcome. Therefore, integrated methods using multiomics technologies are needed. Herein, we introduce omics technologies and review the latest literature on omics biomarkers predictive of allograft rejection in kidney transplant recipients.
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Affiliation(s)
- Jeong-Hoon Lim
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Byung Ha Chung
- Department of Internal Medicine, Seoul St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul,
Korea
| | - Sang-Ho Lee
- Department of Internal Medicine, College of Medicine, Kyung Hee University, Seoul,
Korea
| | - Hee-Yeon Jung
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Ji-Young Choi
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Jang-Hee Cho
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Sun-Hee Park
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Yong-Lim Kim
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
| | - Chan-Duck Kim
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu,
Korea
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Levitsky J, Kandpal M, Guo K, Zhao L, Kurian S, Whisenant T, Abecassis M. Prediction of Liver Transplant Rejection With a Biologically Relevant Gene Expression Signature. Transplantation 2022; 106:1004-1011. [PMID: 34342962 PMCID: PMC9301991 DOI: 10.1097/tp.0000000000003895] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 05/21/2021] [Accepted: 05/31/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Noninvasive biomarkers distinguishing early immune activation before acute rejection (AR) could more objectively inform immunosuppression management in liver transplant recipients (LTRs). We previously reported a genomic profile distinguishing LTR with AR versus stable graft function. This current study includes key phenotypes with other causes of graft dysfunction and uses a novel random forest approach to augment the specificity of predicting and diagnosing AR. METHODS Gene expression results in LTRs with AR versus non-AR (combination of other causes of graft dysfunction and normal function) were analyzed from single and multicenter cohorts. A 70:30 approach (61 ARs; 162 non-ARs) was used for training and testing sets. Microarray data were normalized using a LT-specific vector. RESULTS Random forest modeling on the training set generated a 59-probe classifier distinguishing AR versus non-AR (area under the curve 0.83; accuracy 0.78, sensitivity 0.70, specificity 0.81, positive predictive value 0.54, negative predictive value [NPV] 0.89; F-score 0.61). Using a locked threshold, the classifier performed well on the testing set (accuracy 0.72, sensitivity 0.67, specificity 0.73, positive predictive value 0.48, NPV 0.86; F-score 0.56). Probability scores increased in samples preceding AR versus non-AR, when liver function tests were normal, and decreased following AR treatment (P < 0.001). Ingenuity pathway analysis of the genes revealed a high percentage related to immune responses and liver injury. CONCLUSIONS We have developed a blood-based biologically relevant biomarker that can be detected before AR-associated graft injury distinct from LTR never developing AR. Given its high NPV ("rule out AR"), the biomarker has the potential to inform precision-guided immunosuppression minimization in LTRs.
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Affiliation(s)
- Josh Levitsky
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Division of Gastroenterology and Hepatology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Manoj Kandpal
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Kexin Guo
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Lihui Zhao
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Preventive Medicine, Biostatistics Collaboration Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Sunil Kurian
- Scripps Clinic Bio-Repository and Bio-Informatics Core, Scripps Green Hospital, La Jolla, CA
| | - Thomas Whisenant
- Center for Computational Biology and Bioinformatics, School of Medicine, University of California San Diego, San Diego, CA
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Snyder ME, Moghbeli K, Bondonese A, Craig A, Popescu I, Fan L, Tabib T, Lafyatis R, Chen K, Trejo Bittar HE, Lendermon E, Pilewski J, Johnson B, Kilaru S, Zhang Y, Sanchez PG, Alder JK, Sims PA, McDyer JF. Modulation of tissue resident memory T cells by glucocorticoids after acute cellular rejection in lung transplantation. J Exp Med 2022; 219:e20212059. [PMID: 35285873 PMCID: PMC8924935 DOI: 10.1084/jem.20212059] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 12/13/2021] [Accepted: 02/04/2022] [Indexed: 01/01/2023] Open
Abstract
Acute cellular rejection is common after lung transplantation and is associated with an increased risk of early chronic rejection. We present combined single-cell RNA and TCR sequencing on recipient-derived T cells obtained from the bronchoalveolar lavage of three lung transplant recipients with rejection and compare them with T cells obtained from the same patients after treatment of rejection with high-dose systemic glucocorticoids. At the time of rejection, we found an oligoclonal expansion of cytotoxic CD8+ T cells that all persisted as tissue resident memory T cells after successful treatment. Persisting CD8+ allograft-resident T cells have reduced gene expression for cytotoxic mediators after therapy with glucocorticoids but accumulate around airways. This clonal expansion is discordant with circulating T cell clonal expansion at the time of rejection, suggesting in situ expansion. We thus highlight the accumulation of cytotoxic, recipient-derived tissue resident memory T cells within the lung allograft that persist despite the administration of high-dose systemic glucocorticoids. The long-term clinical consequences of this persistence have yet to be characterized.
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Affiliation(s)
- Mark E Snyder
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA
- Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA
| | - Kaveh Moghbeli
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Anna Bondonese
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Andrew Craig
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Iulia Popescu
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Li Fan
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Tracy Tabib
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Robert Lafyatis
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Kong Chen
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | | | | | - Joseph Pilewski
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Bruce Johnson
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Silpa Kilaru
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Yingze Zhang
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Pablo G Sanchez
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA
| | - Jonathan K Alder
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Peter A Sims
- Department of Systems Biology, Columbia University Irving Medical Center, New York, NY
| | - John F McDyer
- Department of Medicine, University of Pittsburgh, Pittsburgh, PA
- Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA
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Jethwani P, Rao A, Bow L, Menon MC. Donor–Recipient Non-HLA Variants, Mismatches and Renal Allograft Outcomes: Evolving Paradigms. Front Immunol 2022; 13:822353. [PMID: 35432337 PMCID: PMC9012490 DOI: 10.3389/fimmu.2022.822353] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/03/2022] [Indexed: 12/22/2022] Open
Abstract
Despite significant improvement in the rates of acute allograft rejection, proportionate improvements in kidney allograft longevity have not been realized, and are a source of intense research efforts. Emerging translational data and natural history studies suggest a role for anti-donor immune mechanisms in a majority of cases of allograft loss without patient death, even when overt evidence of acute rejection is not identified. At the level of the donor and recipient genome, differences in highly polymorphic HLA genes are routinely evaluated between donor and recipient pairs as part of organ allocation process, and utilized for patient-tailored induction and maintenance immunosuppression. However, a growing body of data have characterized specific variants in donor and recipient genes, outside of HLA loci, that induce phenotypic changes in donor organs or the recipient immune system, impacting transplant outcomes. Newer mechanisms for “mismatches” in these non-HLA loci have also been proposed during donor–recipient genome interactions with transplantation. Here, we review important recent data evaluating the role of non-HLA genetic loci and genome-wide donor-recipient mismatches in kidney allograft outcomes.
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Affiliation(s)
- Priyanka Jethwani
- Department of Medicine, Yale University School of Medicine, New Haven, CT, United States
| | - Arundati Rao
- Department of Medicine, Yale University School of Medicine, New Haven, CT, United States
| | - Laurine Bow
- Department of Surgery, Yale University School of Medicine, New Haven, CT, United States
| | - Madhav C. Menon
- Department of Medicine, Yale University School of Medicine, New Haven, CT, United States
- *Correspondence: Madhav C. Menon,
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Singh AK, Goerlich CE, Shah AM, Zhang T, Tatarov I, Ayares D, Horvath KA, Mohiuddin MM. Cardiac Xenotransplantation: Progress in Preclinical Models and Prospects for Clinical Translation. Transpl Int 2022; 35:10171. [PMID: 35401039 PMCID: PMC8985160 DOI: 10.3389/ti.2022.10171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Accepted: 01/11/2022] [Indexed: 12/02/2022]
Abstract
Survival of pig cardiac xenografts in a non-human primate (NHP) model has improved significantly over the last 4 years with the introduction of costimulation blockade based immunosuppression (IS) and genetically engineered (GE) pig donors. The longest survival of a cardiac xenograft in the heterotopic (HHTx) position was almost 3 years and only rejected when IS was stopped. Recent reports of cardiac xenograft survival in a life-sustaining orthotopic (OHTx) position for 6 months is a significant step forward. Despite these achievements, there are still several barriers to the clinical success of xenotransplantation (XTx). This includes the possible transmission of porcine pathogens with pig donors and continued xenograft growth after XTx. Both these concerns, and issues with additional incompatibilities, have been addressed recently with the genetic modification of pigs. This review discusses the spectrum of issues related to cardiac xenotransplantation, recent progress in preclinical models, and its feasibility for clinical translation.
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Affiliation(s)
- Avneesh K. Singh
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Corbin E. Goerlich
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Aakash M. Shah
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Tianshu Zhang
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Ivan Tatarov
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
| | | | - Keith A. Horvath
- National Heart, Lung, and Blood Institute, National Institute of Health, Bethesda, MD, United States
| | - Muhammad M. Mohiuddin
- Department of Surgery, School of Medicine, University of Maryland, Baltimore, MD, United States
- *Correspondence: Muhammad M. Mohiuddin,
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Jia Z, Lv Y, Zhang W, Zhang X, Li F, Lu X, Zhao S. Mesenchymal stem cell derived exosomes-based immunological signature in a rat model of corneal allograft rejection therapy. FRONT BIOSCI-LANDMRK 2022; 27:86. [PMID: 35345318 DOI: 10.31083/j.fbl2703086] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 02/10/2022] [Accepted: 02/11/2022] [Indexed: 11/02/2023]
Abstract
BACKGROUND Mesenchymal stem cells (MSCs) are promising candidates for immunomodulatory therapy that are currently being tested in corneal allograft rejection. In this study, we tested the effects of Mesenchymal stem cells derived exosomes in the corneal allograft rejection model. METHODS Mesenchymal stem cells derived exosomes (MSC-exo) were collected and characterized. Wistar-Lewis rat corneal allograft rejection models were established. PKH26 labeled exosomes were used for track experiment. Models were randomly separated into four groups and treated with graded doses of exosomes or same volumn of PBS. Corneal grafts were assessed for rejection degree using slit-lamp biomicroscopy. Grafts were examined histologically using hematoxylin-eosin (H-E) staining and immunohistochemically using antibodies against CD4, CD8 and CD25. A comprehensive graft mRNA gene expression array analysis was conducted and checked by real-time polymerase chain reaction (PCR). RESULTS The nanovesicles obtained were expressing exosome specific protein markers CD9, CD63, CD81. The labeled exosomes could be detected in both cornea and anterior chamber two hours after injection.The 10 μg exosomes subconjunctival injection can effectively prolong graft survival time (MST 16.3 ± 2.5 days). 10 μg exosomes-treated group can inhibit the infiltration of CD4+ and CD25+ T cells. IFN-γ and CXCL11 levels were significantly decreased in grafts obtained from postoperative exosomes-treated rats when compared with controls. CONCLUSIONS MSC-exo can cross biological barrier and play better role directly towards target tissue. MSC-exo can effectively prolong grafts survival time. Th1 signaling pathway was significantly inhibited in the exosomes treated group.
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Affiliation(s)
- Zhe Jia
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Ying Lv
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Wanjun Zhang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Xiaomin Zhang
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Fei Li
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Xiaoxiao Lu
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
| | - Shaozhen Zhao
- Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, 300384 Tianjin, China
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Ding X, Le S, Wang K, Su Y, Chen S, Wu C, Chen J, Chen S, Zhang A, Xia J. Cytosporone B (Csn-B), an NR4A1 agonist, attenuates acute cardiac allograft rejection by inducing differential apoptosis of CD4+T cells. Int Immunopharmacol 2022; 104:108521. [PMID: 35026656 DOI: 10.1016/j.intimp.2022.108521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/29/2021] [Accepted: 01/04/2022] [Indexed: 11/16/2022]
Abstract
CD4+T cell-mediated acute rejection remains a major factor that affects the early survival of transplanted organs post-transplantation. Here, we reveal that nuclear receptor subfamily 4 Group A member 1 (Nr4A1) was upregulated during cardiac allograft rejection and that the increased Nr4A1 was primarily localized in intragraft-infiltrating CD4+T cells. Nr4A1 acts as a transcription factor with an important role in CD4+T cell apoptosis, differentiation and T cell dysfunction, which indicates that Nr4A1 may play a critical role in transplant rejection. Cytosporone B (Csn-B) is a naturally occurring agonist of Nr4A1, and the role of Csn-B in the physiological process of cardiac rejection is poorly defined. This study constructed an acute rejection model of abdominal heterotopic cardiac transplantation in mice and investigated whether Csn-B could attenuate acute transplant rejection by modulating the CD4+T lymphocyte response. The results showed that Csn-B prolonged murine cardiac allograft survival and reduced inflammation in allografts. Subsequently, it was confirmed that Csn-B functions by inducing non-Treg apoptosis and promoting Treg cell differentiation. Finally, we also confirmed that Csn-B attenuates acute rejection by directly targeting Nr4A1 in CD4+T cells. Our data suggest that Csn-B is a promising novel therapeutic approach for acute cardiac allograft rejection.
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Affiliation(s)
- Xiangchao Ding
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Sheng Le
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ke Wang
- Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yunshu Su
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shanshan Chen
- Key Laboratory for Molecular Diagnosis of Hubei Province and Central Laboratory, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chuangyan Wu
- Departments of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jiuling Chen
- Departments of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shanshan Chen
- Department of Cardiology, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Anchen Zhang
- Department of Cardiovascular Medicine, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
| | - Jiahong Xia
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Kamath M, Shekhtman G, Grogan T, Hickey MJ, Silacheva I, Shah KS, Shah KS, Hairapetian A, Gonzalez D, Godoy G, Reed EF, Elashoff D, Bondar G, Deng MC. Variability in Donor-Derived Cell-Free DNA Scores to Predict Mortality in Heart Transplant Recipients - A Proof-of-Concept Study. Front Immunol 2022; 13:825108. [PMID: 35251005 PMCID: PMC8895247 DOI: 10.3389/fimmu.2022.825108] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Over the last decade, expanding use of molecular diagnostics in heart transplantation has allowed implementation of non-invasive surveillance strategies for monitoring allograft health. The commercially available HeartCare platform combines the AlloMap gene expression profiling assay and the AlloSure donor-derived cell-free DNA test (dd-cfDNA). Beyond their established use for assessment of rejection, evidence is building for predictive utility, with the longitudinal AlloMap Variability score previously shown to correlate with the risk of future rejection, graft dysfunction, re-transplantation, or death. In this single-center, retrospective pilot study, we evaluated the performance of a novel AlloSure Variability metric in predicting mortality in a cohort of heart transplant recipients. METHODS Seventy-two adult heart transplant recipients with at least 3 concurrent AlloMap/AlloSure results were included. Demographic, clinical, imaging, and laboratory parameters were captured. Variability was defined as the standard deviation of longitudinal AlloMap/AlloSure results. A Cox multivariable adjusted proportional hazards model was used to evaluate the variability metrics as predictors of mortality. Associations between AlloMap/AlloSure variability and donor specific antibody (DSA) status were also assessed. RESULTS A total of 5 patients (6.9%) died during a median follow-up of 480 days. In a univariate Cox proportional hazards model, higher AlloSure variability (HR 1.66, 95%CI 1.14 - 2.41), but not AlloMap variability or the cross-sectional AlloSure/AlloMap results was associated with increased mortality risk. Longitudinal AlloSure variability was also higher among patients with both preformed DSA and those developing de novo DSA. CONCLUSION Our results suggest that increased variability of dd-cfDNA in heart transplant patients is associated with both mortality risk and the presence of donor specific antibodies. These findings highlight the added value of longitudinal data in the interpretation of AlloMap/AlloSure scores in this population and open the door to larger studies investigating the utility of these metrics in shaping post-transplant clinical care paradigms.
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Affiliation(s)
- Megan Kamath
- Divison of Cardiology, Department of Medicine, Ronald Reagan University of California, Los Angeles (UCLA) Medical Center, Los Angeles, CA, United States
| | | | - Tristan Grogan
- Department of Medicine Statistics Core, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Michelle J. Hickey
- University of California, Los Angeles (UCLA) Immunogenetics Center, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Irina Silacheva
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Karishma S. Shah
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Kishan S. Shah
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Adrian Hairapetian
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Diego Gonzalez
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Giovanny Godoy
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Elaine F. Reed
- University of California, Los Angeles (UCLA) Immunogenetics Center, Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - David Elashoff
- Department of Medicine Statistics Core, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Galyna Bondar
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
| | - Mario C. Deng
- Deng Advanced Heart Failure Research Laboratory, Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles (UCLA), Los Angeles, CA, United States
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Ma D, Hirose T, Lassiter G, Sasaki H, Rosales I, Coe TM, Rickert CG, Matheson R, Colvin RB, Qin W, Kan Y, Layer JV, Paragas VB, Stiede K, Hall KC, Youd ME, Queiroz LM, Westlin WF, Curtis M, Yang L, Markmann JF, Kawai T. Kidney transplantation from triple-knockout pigs expressing multiple human proteins in cynomolgus macaques. Am J Transplant 2022; 22:46-57. [PMID: 34331749 PMCID: PMC9291868 DOI: 10.1111/ajt.16780] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2021] [Revised: 07/25/2021] [Accepted: 07/26/2021] [Indexed: 02/06/2023]
Abstract
Porcine cells devoid of three major carbohydrate xenoantigens, αGal, Neu5GC, and SDa (TKO) exhibit markedly reduced binding of human natural antibodies. Therefore, it is anticipated that TKO pigs will be better donors for human xenotransplantation. However, previous studies on TKO pigs using old world monkeys (OWMs) have been disappointing because of higher anti-TKO pig antibodies in OWMs than humans. Here, we show that long-term survival of renal xenografts from TKO pigs that express additional human transgenes (hTGs) can be achieved in cynomolgus monkeys. Kidney xenografts from TKO-hTG pigs were transplanted into eight cynomolgus recipients without pre-screening for low anti-pig antibody titers. Two recipients of TKO-hTG xenografts with low expression of human complement regulatory proteins (CRPs) (TKO-A) survived for 2 and 61 days, whereas six recipients of TKO-hTG xenografts with high CRP expression (TKO-B) survived for 15, 20, 71, 135, 265, and 316 days. Prolonged CD4+ T cell depletion and low anti-pig antibody titers, which were previously reported important for long-term survival of αGal knock-out (GTKO) xenografts, were not always required for long-term survival of TKO-hTG renal xenografts. This study indicates that OWMs such as cynomolgus monkeys can be used as a relevant model for clinical application of xenotransplantation using TKO pigs.
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Affiliation(s)
- David Ma
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Takayuki Hirose
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Grace Lassiter
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Hajime Sasaki
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Ivy Rosales
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Taylor M. Coe
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Charles G. Rickert
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Rudy Matheson
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Robert B. Colvin
- Department of PathologyMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | | | - Yinan Kan
- eGenesis Inc.CambridgeMassachusettsUSA
| | | | | | | | | | | | | | | | | | | | - James F. Markmann
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
- eGenesis Inc.CambridgeMassachusettsUSA
| | - Tatsuo Kawai
- Center for Transplantation SciencesMassachusetts General HospitalHarvard Medical SchoolBostonMassachusettsUSA
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Tsai H, Wu Y, Liu X, Xu Z, Liu L, Wang C, Zhang H, Huang Y, Wang L, Zhang W, Su D, Khan FU, Zhu X, Yang R, Pang Y, Eriksson JE, Zhu H, Wang D, Jia B, Cheng F, Chen H. Engineered Small Extracellular Vesicles as a FGL1/PD-L1 Dual-Targeting Delivery System for Alleviating Immune Rejection. Adv Sci (Weinh) 2022; 9:e2102634. [PMID: 34738731 PMCID: PMC8787398 DOI: 10.1002/advs.202102634] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/19/2021] [Indexed: 06/13/2023]
Abstract
There is an urgent need for developing new immunosuppressive agents due to the toxicity of long-term use of broad immunosuppressive agents after organ transplantation. Comprehensive sample analysis revealed dysregulation of FGL1/LAG-3 and PD-L1/PD-1 immune checkpoints in allogeneic heart transplantation mice and clinical kidney transplant patients. In order to enhance these two immunosuppressive signal axes, a bioengineering strategy is developed to simultaneously display FGL1/PD-L1 (FP) on the surface of small extracellular vesicles (sEVs). Among various cell sources, FP sEVs derived from mesenchymal stem cells (MSCs) not only enriches FGL1/PD-L1 expression but also maintain the immunomodulatory properties of unmodified MSC sEVs. Next, it is confirmed that FGL1 and PD-L1 on sEVs are specifically bound to their receptors, LAG-3 and PD-1 on target cells. Importantly, FP sEVs significantly inhibite T cell activation and proliferation in vitro and a heart allograft model. Furthermore, FP sEVs encapsulated with low-dose FK506 (FP sEVs@FK506) exert stronger effects on inhibiting T cell proliferation, reducing CD8+ T cell density and cytokine production in the spleens and heart grafts, inducing regulatory T cells in lymph nodes, and extending graft survival. Taken together, dual-targeting sEVs have the potential to boost the immune inhibitory signalings in synergy and slow down transplant rejection.
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Affiliation(s)
- Hsiang‐i Tsai
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
- Department of Medical ImagingThe Affiliated Hospital of Jiangsu UniversityZhenjiang212001China
| | - Yingyi Wu
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Xiaoyan Liu
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Zhanxue Xu
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Longshan Liu
- Organ Transplant CenterThe First Affiliated HospitalSun Yat‐Sen University58 Zhongshan 2nd RoadGuangzhouGuangdong510080China
| | - Changxi Wang
- Organ Transplant CenterThe First Affiliated HospitalSun Yat‐Sen University58 Zhongshan 2nd RoadGuangzhouGuangdong510080China
| | - Huanxi Zhang
- Organ Transplant CenterThe First Affiliated HospitalSun Yat‐Sen University58 Zhongshan 2nd RoadGuangzhouGuangdong510080China
| | - Yisheng Huang
- Department of Oral SurgeryStomatological HospitalSouthern Medical UniversityGuangzhouGuangdong510280P. R China
| | - Linglu Wang
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Weixian Zhang
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Dandan Su
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | | | - Xiaofeng Zhu
- School of Traditional Medicine Materials ResourceGuangdong Pharmaceutical University YunfuGuangdong527322China
| | - Rongya Yang
- Department of DermatologyThe Seventh Medical Center of PLA General HospitalPeking100010China
| | - Yuxin Pang
- School of Traditional Medicine Materials ResourceGuangdong Pharmaceutical University YunfuGuangdong527322China
| | - John E. Eriksson
- Cell BiologyBiosciencesFaculty of Science and EngineeringÅbo Akademi UniversityTurkuFI‐20520Finland
| | - Haitao Zhu
- Department of Medical ImagingThe Affiliated Hospital of Jiangsu UniversityZhenjiang212001China
| | - Dongqing Wang
- Department of Medical ImagingThe Affiliated Hospital of Jiangsu UniversityZhenjiang212001China
| | - Bo Jia
- Department of Oral SurgeryStomatological HospitalSouthern Medical UniversityGuangzhouGuangdong510280P. R China
| | - Fang Cheng
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
| | - Hongbo Chen
- School of Pharmaceutical Sciences (Shenzhen)Sun Yat‐sen UniversityShenzhen518107P. R. China
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Slavinsky AA, Verevkin AA. [Impaired production of platelet-endothelial cell adhesion molecules as an early diagnostic marker of heart transplant rejection]. Arkh Patol 2022; 84:5-10. [PMID: 36178216 DOI: 10.17116/patol2022840515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE Reveal the involvement of platelet-endothelial cell adhesion molecules PECAM-1 in the transplanted heart rejection pathogenesis and determine the CD31 marker significance for biopsy diagnostics of the process form and degree. MATERIAL AND METHODS Sections from endomyocardial biopsies of 56 heart transplant recipients were stained with hematoxylin and eosin. The streptavidin-biotin method was used to determine the expression of T-lymphocytes (CD3), B-lymphocytes (CD20), macrophages (CD68) and the C4d component of complement to determine the form and degree of graft rejection. Additionally, the expression of platelet-endothelial cell adhesion molecules PECAM-1 (CD31) was detected. Using computer morphometry in digital images, the area of pathological changes and the area of CD31 expression was measured with the calculation of the staining area coefficient. RESULTS The highest levels of PECAM-1 expression were found in the absence of a heart transplant rejection. The degree of rejection of 1R is characterized by a decrease in expression by 1.3 times, when there are no significant signs of necrosis in the myocardium, the area of which increases sharply at degree 2R by 163.7 times, and at 3R by 570.7 times compared with 1R. The process proceeds in parallel with a further decrease in the level of CD31 expression and is accompanied by the development of hemorrhagic manifestations. The intensity of hemorrhages in the myocardium increases by 7.3 times with grade 3R compared with 1R. CONCLUSION Expression of PECAM-1 reflects the state of the vascular bed of the heart transplant. Its decrease can be considered as an early pathomorphological marker of transplanted heart rejection. The expression of CD31 continues to decrease with increasing severity of rejection and is accompanied by the progressive development of necrosis and hemorrhages in the graft heart muscle.
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Affiliation(s)
| | - A A Verevkin
- Kuban State Medical University, Krasnodar, Russia
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Nguyen VD, Van Nguyen H, Seo JW, Lee SH, Seo TS. Prediction of acute rejection in kidney transplanted patients based on the point-of-care isothermal molecular diagnostics platform. Biosens Bioelectron 2021; 199:113877. [PMID: 34920227 DOI: 10.1016/j.bios.2021.113877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/29/2021] [Accepted: 12/08/2021] [Indexed: 11/19/2022]
Abstract
In this study, we proposed an advanced point-of-care molecular diagnostic technology to evaluate the acute rejection (AR) in kidney transplanted patients. On the contrary to the conventional PCR method, we developed a colorimetric loop mediated isothermal amplification (LAMP) for quantitative analysis of the six biomarkers related to AR (CD3ϵ, IP-10, Tim-3-HAVCR2, CXCL9, PSMB9, C1QB) with a reference gene (18S rRNA). Using urinary cDNA samples of transplanted patients, it turned out that three biomarkers among six, namely IP-10, Tim-3-HAVCR2 and C1QB, have significant discrepancy in quantity between the stable graft (STA) patient and the AR patient. The AR prediction model using these three biomarkers was established, which could estimate the immune-rejection in the patients with 93.3% of accuracy. For the point-of-care (POC) molecular diagnostics for the AR evaluation, we constructed a centrifugal microfluidic platform, in which the RNA extraction from the clinical urinary samples, the quantitative reverse-transcription (RT)-LAMP reaction, and the data analysis based on the AR prediction model could be performed in a serial order. Ten blind clinical samples were analyzed on the POC genetic analyzer, showing 100% match with the validated qPCR data. Thus, the proposed advanced molecular diagnostic platform enables us to perform the timely treatment for the transplanted patients who are suffering from the allograft failure and side effects such as infection and malignancy.
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Affiliation(s)
- Van Dan Nguyen
- Department of Chemical Engineering (BK21 FOUR Integrated Engineering Program), Kyung Hee University, 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do, 17140, South Korea
| | - Hau Van Nguyen
- Department of Chemical Engineering (BK21 FOUR Integrated Engineering Program), Kyung Hee University, 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do, 17140, South Korea
| | - Jung Woo Seo
- Core Research Laboratory, Medical Science Institute, Kyung Hee University Hospital at Gangdong, Seoul, 05278, South Korea
| | - Sang Ho Lee
- Division of Nephrology, Department of Internal Medicine, Kyung Hee University School of Medicine, Seoul, 02447, South Korea
| | - Tae Seok Seo
- Department of Chemical Engineering (BK21 FOUR Integrated Engineering Program), Kyung Hee University, 1 Seochon-dong, Giheung-gu, Yongin-si, Gyeonggi-do, 17140, South Korea.
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Mo J, Chen Y, Cheng Y, Hua W, He W, Chen L. miR-199a-3p may be an early warning marker for acute rejection after liver transplantation in rats. Cytokine 2021; 148:155689. [PMID: 34507247 DOI: 10.1016/j.cyto.2021.155689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 07/20/2021] [Accepted: 08/18/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Prevention of acute rejection is the key of the success of liver transplantation. However, there are no specific indicators available for prediction of acute rejection after liver transplantation. MicroRNAs (miRNAs) are highly conserved and small noncoding RNA molecules that can be detected in peripheral blood. Here, we evaluated the potential of circulating miRNAs to serve as noninvasive biomarkers for acute rejection after liver transplantation in rats. METHODS The liver grafts retrieved from Lewis rats were orthotopically transplanted into BN rats or Lewis rats in the acute rejection and immune tolerance group respectively, and the BN rats in the immune intervention group was intraperitoneally injected with transforming growth factor-β1 overexpressed immature dendritic cells to suppress acute rejection before orthotopically transplanted with livers from Lewis rats. MiRNAs profiling studies were used to determine the regulation of circulating miRNAs in plasma samples of rats. Candidate miRNA was verified by quantitative reverse transcriptase polymerase chain reaction. Furthermore, the relationship between candidate miRNA and acute rejection was also evaluated. RESULTS Microarray analysis revealed that miR-199a-3p was the mostly differentially regulated miRNAs in plasma samples among the three groups. The plasmid PCDH-CMV-EGFP-hTGF-β1 was identified by PCR and DNA sequencing, and successfully expressed in imDCs. There were differences in the expression of miR-199a-3p in the liver tissues of the AR group on the 3rd, 7th and 10th day after liver transplantation (all p < 0.01). With time, the RAI score increased gradually, and the difference of miR-199a-3p expression gradually increased (rs = 0.92, p < 0.001), suggesting that it may be related to acute rejection. The expression of miR-199a-3p in the serum of the AR and TGF-β1-imDCs groups gradually increased, reaching a peak at day 7 and then decreasing. There was positive relationship between the expression of miR-199a-3p and RAIs within 7 days post operation. (rs = 0.942, p < 0.05). CONCLUSION miR-199a-3p might be an early warning marker for acute rejection after liver transplantation in rats.
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Affiliation(s)
- Jieyu Mo
- Department of Pathology and Institute of Oncology, The School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian, China
| | - Yi Chen
- Department of Pathology, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Ye Cheng
- Department of Pathology and Institute of Oncology, The School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian, China; Diagnostic Pathology Center, Fujian Medical University, Fuzhou, Fujian, China
| | - Wenxi Hua
- Department of Pathology and Institute of Oncology, The School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian, China; Diagnostic Pathology Center, Fujian Medical University, Fuzhou, Fujian, China
| | - Wubing He
- Department of Emergency, Fujian Provincial Hospital. Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China.
| | - Lihong Chen
- Department of Pathology and Institute of Oncology, The School of Basic Medical Sciences, Fujian Medical University, Fuzhou, Fujian, China; Diagnostic Pathology Center, Fujian Medical University, Fuzhou, Fujian, China.
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Cuervo Florez M, Bruner J, Zarrinpar A. Progress and challenges in diagnosis and treatment of rejection following liver transplantation. Curr Opin Organ Transplant 2021; 26:669-674. [PMID: 34581291 DOI: 10.1097/mot.0000000000000924] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE OF REVIEW Liver biopsy remains the most widely utilized method for diagnosis of allograft rejection following liver transplantation. However, associated risks and limitations present an opportunity for emerging noninvasive diagnostic techniques to improve upon the current standard of care. This review evaluates progress toward development of new noninvasive methods for the monitoring and diagnosing of allograft rejection. RECENT FINDINGS Recent studies investigate the potential of a variety of analytes. Quantification of dd-cfDNA and of DSA show potential to indicate status of allograft rejection and aid in immunosuppression modulation. Moreover, mRNA microarray profiling of differentially expressed genes, as well as characterization of cytokine responses and immunophenotypic shifts following liver transplantation, may predict and recognize rejection events. SUMMARY Noninvasive methods are not yet ready to replace liver biopsy as the standard of care for diagnosis of allograft rejection, though several assays and biomarkers have shown promising preliminary results. As noninvasive techniques become validated in clinical settings, their integration with current diagnostic methods is likely to foster increased sensitivity, specificity, and reliability of diagnosis.
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Affiliation(s)
- Mateo Cuervo Florez
- Department of Surgery, College of Medicine, University of Florida, Florida, USA
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Tinel C, Lamarthée B, Callemeyn J, Van Loon E, Sauvaget V, Morin L, Aouni L, Rabant M, Gwinner W, Marquet P, Naesens M, Anglicheau D. Integrative Omics Analysis Unravels Microvascular Inflammation-Related Pathways in Kidney Allograft Biopsies. Front Immunol 2021; 12:738795. [PMID: 34795664 PMCID: PMC8593247 DOI: 10.3389/fimmu.2021.738795] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 10/15/2021] [Indexed: 12/29/2022] Open
Abstract
In solid-organ transplantation, microRNAs (miRNAs) have emerged as key players in the regulation of allograft cells function in response to injury. To gain insight into the role of miRNAs in antibody-mediated rejection, a rejection phenotype histologically defined by microvascular inflammation, kidney allograft biopsies were subjected to miRNA but also messenger RNA (mRNA) profiling. Using a unique multistep selection process specific to the BIOMARGIN study (discovery cohort, N=86; selection cohort, N=99; validation cohort, N=298), six differentially expressed miRNAs were consistently identified: miR-139-5p (down) and miR-142-3p/150-5p/155-5p/222-3p/223-3p (up). Their expression level gradually correlated with microvascular inflammation intensity. The cell specificity of miRNAs target genes was investigated by integrating their in vivo mRNA targets with single-cell RNA sequencing from an independent allograft biopsy cohort. Endothelial-derived miR-139-5p expression correlated negatively with MHC-related genes expression. Conversely, epithelial-derived miR-222-3p overexpression was strongly associated with degraded renal electrolyte homeostasis and repressed immune-related pathways. In immune cells, miR-150-5p regulated NF-κB activation in T lymphocytes whereas miR-155-5p regulated mRNA splicing in antigen-presenting cells. Altogether, integrated omics enabled us to unravel new pathways involved in microvascular inflammation and suggests that metabolism modifications in tubular epithelial cells occur as a consequence of antibody-mediated rejection, beyond the nearby endothelial compartment.
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Affiliation(s)
- Claire Tinel
- Necker-Enfants Malades Institute, Institut national de la santé et de la recherche médicale (Inserm) U1151, Université de Paris, Paris, France
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Baptiste Lamarthée
- Necker-Enfants Malades Institute, Institut national de la santé et de la recherche médicale (Inserm) U1151, Université de Paris, Paris, France
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Virginia Sauvaget
- Necker-Enfants Malades Institute, Institut national de la santé et de la recherche médicale (Inserm) U1151, Université de Paris, Paris, France
| | - Lise Morin
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Laïla Aouni
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Marion Rabant
- Necker-Enfants Malades Institute, Institut national de la santé et de la recherche médicale (Inserm) U1151, Université de Paris, Paris, France
- Department of Pathology, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Wilfried Gwinner
- Department of Nephrology, Hannover Medical School, Hannover, Germany
| | - Pierre Marquet
- Institut national de la santé et de la recherche médicale (Inserm), University of Limoges, Limoges University Hospital, Pharmacology & Transplantation, Limoges, France
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
- Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Dany Anglicheau
- Necker-Enfants Malades Institute, Institut national de la santé et de la recherche médicale (Inserm) U1151, Université de Paris, Paris, France
- Department of Nephrology and Kidney Transplantation, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Boštjančič E, Večerić-Haler Ž, Kojc N. The Role of Immune-Related miRNAs in the Pathology of Kidney Transplantation. Biomolecules 2021; 11:biom11081198. [PMID: 34439863 PMCID: PMC8393721 DOI: 10.3390/biom11081198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 08/07/2021] [Accepted: 08/10/2021] [Indexed: 01/04/2023] Open
Abstract
MicroRNAs (miRNAs) are members of the non-coding regulatory RNA family that play pivotal roles in physiological and pathological conditions, including immune response. They are particularly interesting as promising therapeutic targets, prognostic and diagnostic markers due to their easy detection in body fluids and stability. There is accumulating evidence that different miRNAs provide disease-specific signatures in liquid samples of distinct kidney injuries. Using experimental models and human samples, there have been numerous suggestions that immune-related miRNAs are also important contributors to the development of different kidney diseases as well as important markers for monitoring response after kidney transplantation. However, there are limited data for understanding their function in the molecular pathways of allograft pathologies. In our review, we focused on microRNAs that are related to different aspects of immune response after kidney transplantation.
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Affiliation(s)
- Emanuela Boštjančič
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia;
| | - Željka Večerić-Haler
- Department of Nephrology, University Medical Centre, 1000 Ljubljana, Slovenia;
- Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Nika Kojc
- Institute of Pathology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia;
- Correspondence: ; Tel.: +386-154-371-25
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Wang LJ, Ma XB, Xia HY, Sun X, Yu L, Yang Q, Hu ZQ, Zhao YH, Hu W, Ran JH. Identification of Biomarkers for Predicting Allograft Rejection following Kidney Transplantation Based on the Weighted Gene Coexpression Network Analysis. Biomed Res Int 2021; 2021:9933136. [PMID: 34368360 PMCID: PMC8342162 DOI: 10.1155/2021/9933136] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 07/03/2021] [Indexed: 12/02/2022]
Abstract
Kidney transplantation is the promising treatment of choice for chronic kidney disease and end-stage kidney disease and can effectively improve the quality of life and survival rates of patients. However, the allograft rejection following kidney transplantation has a negative impact on transplant success. Therefore, the present study is aimed at screening novel biomarkers for the diagnosis and treatment of allograft rejection following kidney transplantation for improving long-term transplant outcome. In the study, a total of 8 modules and 3065 genes were identified by WGCNA based on the GSE46474 and GSE15296 dataset from the Gene Expression Omnibus (GEO) database. Moreover, the results of Gene Ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed that these genes were mainly involved in the immune-related biological processes and pathways. Thus, 317 immune-related genes were selected for further analysis. Finally, 5 genes (including CD200R1, VAV2, FASLG, SH2D1B, and RAP2B) were identified as the candidate biomarkers based on the ROC and difference analysis. Furthermore, we also found that in the 5 biomarkers an interaction might exist among each other in the protein and transcription level. Taken together, our study identified CD200R1, VAV2, FASLG, SH2D1B, and RAP2B as the candidate diagnostic biomarkers, which might contribute to the prevention and treatment of allograft rejection following kidney transplantation.
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Affiliation(s)
- Li-Jun Wang
- Department of Urinary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Xiao-Bo Ma
- Department of Clinical Laboratory, Yunnan Institute of Experimental Diagnosis, The First Affiliated Hospital of Kunming Medical University, Yunnan Key Laboratory of Laboratory Medicine, Kunming, Yunnan Province, China
| | - Hong-Ying Xia
- Department of Pharmacy, Yan'an Hospital Affiliated to Kunming Medical University, Kunming, Yunnan Province, China
| | - Xun Sun
- Department of Urinary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Lu Yu
- Department of Pathology, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Qian Yang
- Department of Pathology, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Zong-Qiang Hu
- Department of Hepatopancreatobiliary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Yong-Heng Zhao
- Department of Urinary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Wei Hu
- Department of Urinary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
| | - Jiang-Hua Ran
- Department of Hepatopancreatobiliary Surgery, The Affiliated Calmette Hospital of Kunming Medical University, The First People's Hospital of Kunming, Calmette Hospital, Kunming, Yunnan Province, China
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Shen Q, Wang Y, Chen J, Ma L, Huang X, Tang SCW, Lan H, Jiang H, Chen J. Single-Cell RNA Sequencing Reveals the Immunological Profiles of Renal Allograft Rejection in Mice. Front Immunol 2021; 12:693608. [PMID: 34367152 PMCID: PMC8340022 DOI: 10.3389/fimmu.2021.693608] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 06/29/2021] [Indexed: 01/05/2023] Open
Abstract
Allograft rejection is a common immunological feature in renal transplantation and is associated with reduced graft survival. A mouse renal allograft rejection model was induced and single-cell RNA sequencing (scRNA-seq) data of CD45+ leukocytes in kidney allografts on days 7 (D7) and 15 (D15) after operation was analyzed to reveal a full immunological profiling. We identified 20 immune cell types among 10,921 leukocytes. Macrophages and CD8+ T cells constituted the main populations on both timepoints. In the process from acute rejection (AR) towards chronic rejection (CR), the proportion of proliferating and naïve CD8+ T cells dropped significantly. Both B cells and neutrophils decreased by about 3 folds. On the contrary, the proportion of macrophages and dendritic cells (DCs) increased significantly, especially by about a 4.5-fold increase in Ly6cloMrc1+ macrophages and 2.6 folds increase in Ly6cloEar2+ macrophages. Moreover, myeloid cells harbored the richest ligand and receptor (LR) pairs with other cells, particularly for chemokine ligands such as Cxcl9, Cxcl10, Cxcl16 and Yars. However, macrophages with weak response to interferon gamma (IFNg) contributed to rejection chronicization. To conclude, reduction in CD8 T cells, B cells and neutrophils while increasing in Ly6cloMrc1+ macrophages and Ly6cloEar2+ macrophages, may contribute significantly to the progress from AR towards CR.
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Affiliation(s)
- Qixia Shen
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Nephropathy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Institute of Nephrology, Zhejiang University, Hangzhou, China
- Department of Medicine & Therapeutics and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Yucheng Wang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Nephropathy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Institute of Nephrology, Zhejiang University, Hangzhou, China
| | - Jiaoyi Chen
- Department of Medicine & Therapeutics and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Lifeng Ma
- Center for Stem Cell and Regenerative Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Xiaoru Huang
- Department of Medicine & Therapeutics and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China
- Guangdong-Hong Kong Joint Laboratory on Immunological and Genetic Kidney Diseases, Guangdong Academy of Medical Sciences, Guangdong Provincial People’s Hospital, Guangzhou, China
| | - Sydney C. W. Tang
- Division of Nephrology, Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Huiyao Lan
- Department of Medicine & Therapeutics and Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China
| | - Hong Jiang
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Nephropathy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Institute of Nephrology, Zhejiang University, Hangzhou, China
| | - Jianghua Chen
- Kidney Disease Center, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Key Laboratory of Nephropathy, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
- Institute of Nephrology, Zhejiang University, Hangzhou, China
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Reese SR, Wilson NA, Huang Y, Ptak L, Degner KR, Xiang D, Redfield RR, Zhong W, Panzer SE. B-cell Deficiency Attenuates Transplant Glomerulopathy in a Rat Model of Chronic Active Antibody-mediated Rejection. Transplantation 2021; 105:1516-1529. [PMID: 33273321 PMCID: PMC8106694 DOI: 10.1097/tp.0000000000003530] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Transplant glomerulopathy (TG) is a pathological feature of chronic active antibody-mediated rejection (cAMR) and is associated with renal allograft failure. The specific role of B cells in the pathogenesis of TG is unclear. METHODS We used a minor mismatched rat kidney transplant model with B cell-deficient recipients, generated by clustered regularly interspaced short palindromic repeats/Cas9 technology, to investigate the impact of B-cell depletion on the pathogenesis of TG. We hypothesized that B-cell deficiency would prevent TG in the rat kidney transplant model of cAMR. Treatment groups included syngeneic, allogeneic, sensitized allogeneic, and B cell-deficient allogeneic transplant recipients. RESULTS B cell-deficient recipients demonstrated reduced TG lesions, decreased microvascular inflammation, reduced allograft infiltrating macrophages, and reduced interferon gamma transcripts within the allograft. Allograft transcript levels of interferon gamma, monocyte chemoattractant protein-1, and interleukin-1β correlated with numbers of intragraft macrophages. B cell-deficient recipients lacked circulating donor-specific antibodies and had an increased splenic regulatory T-cell population. CONCLUSIONS In this model of cAMR, B-cell depletion attenuated the development of TG with effects on T cell and innate immunity.
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Affiliation(s)
- Shannon R. Reese
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
| | - Nancy A. Wilson
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
| | - Yabing Huang
- Department of Pathology, Renmin Hospital of Wuhan University, China
| | - Lucille Ptak
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
| | - Kenna R. Degner
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
| | - Ding Xiang
- Department of Organ Transplantation, Xiangya Hospital, Central South University, China
| | - Robert R. Redfield
- Department of Surgery, Division of Transplant Surgery, University of Wisconsin, Madison, WI, United States
| | - Weixiong Zhong
- Department of Pathology, University of Wisconsin, Madison, WI, United States
| | - Sarah E. Panzer
- Department of Medicine, Division of Nephrology, University of Wisconsin, Madison, WI, United States
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Wang B, Zhou Q, Li T, Li S, Greasley A, Skaro A, Quan D, Min W, Liu K, Zheng X. Preventing alloimmune rejection using circular RNA FSCN1-silenced dendritic cells in heart transplantation. J Heart Lung Transplant 2021; 40:584-594. [PMID: 34052126 DOI: 10.1016/j.healun.2021.03.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 03/15/2021] [Accepted: 03/29/2021] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND While heart transplantation is used as a standard treatment for heart failure, transplant rejection continues to pose a challenge. Recent evidence has shown that circular RNA (circRNA) is a new type of gene regulator in cell development. Our aim was to demonstrate that treatment with tolerogenic dendritic cells (Tol-DCs) generated by circular RNA FSCN1 (circFSCN1) silencing could prevent alloimmune rejection and prolong heart graft survival in heart transplantation. METHODS Bone marrow-derived DCs were transfected with circFSCN1 siRNA in vitro. The circFSCN1 level was measured by qRT-PCR. DC maturation was determined by flow cytometry. Mixed lymphocyte reactions (MLRs) were conducted to assess the function of DCs to activate T cells and to generate regulatory T cells (Tregs). In situ RNA hybridization and fluorescent microscopy were performed to detect the distribution of circFSCN1 in DCs. A heterotopic allogeneic murine heart transplantation was conducted where recipients were pre-treated with donor derived circFSCN1-silenced Tol-DCs. Heartbeat was monitored to assess immune rejection. RESULTS Exonic circFSCN1 was highly expressed in the cytoplasm of mature DCs. Knockdown of circFSCN1 using siRNA arrested DCs at an immature state, impaired DC's ability to activate T cells and enhanced Treg generation. Treatment with circFSCN1-silenced Tol-DCs prevented alloimmune rejection, prolonged allograft survival, reduced fibrosis, and induced Tregs in vivo. CONCLUSIONS Knockdown of circFSCN1 induces Tol-DCs and treatment with these Tol-DCs prevents alloimmune rejection and prolongs allograft survival. This is a promising therapeutic target to combat transplant rejection in heart transplantation and increases our understanding of circRNA in the immune system.
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Affiliation(s)
- Bowen Wang
- Department of Cardiovascular Surgery, The Second Affiliated Hospital, Jilin University, Changchun, China; Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada
| | - Qinfeng Zhou
- Department of Surgery, Western University, London, Ontario Canada
| | - Toni Li
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada; School of Medicine, Queen's University, Kingston, Canada
| | - Shuailong Li
- Department of Cardiovascular Surgery, The Second Affiliated Hospital, Jilin University, Changchun, China; Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada
| | - Adam Greasley
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada
| | - Anton Skaro
- Department of Surgery, Western University, London, Ontario Canada
| | - Douglas Quan
- Department of Surgery, Western University, London, Ontario Canada
| | - Weiping Min
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada; Department of Surgery, Western University, London, Ontario Canada; Lawson Health Research Institute, London, Ontario Canada; Department of Oncology, Western University, London, Ontario Canada
| | - Kexiang Liu
- Department of Cardiovascular Surgery, The Second Affiliated Hospital, Jilin University, Changchun, China
| | - Xiufen Zheng
- Department of Pathology and Laboratory Medicine, Western University, London, Ontario Canada; Department of Surgery, Western University, London, Ontario Canada; Lawson Health Research Institute, London, Ontario Canada; Department of Oncology, Western University, London, Ontario Canada.
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Kim JY, Lei Z, Maienschein-Cline M, Chlipala GE, Balamurugan A, McDiarmid SV, Azari K, Yang OO. Longitudinal Analysis of the T-cell Receptor Repertoire in Graft-infiltrating Lymphocytes Following Hand Transplantation. Transplantation 2021; 105:1502-1509. [PMID: 33208695 PMCID: PMC8221714 DOI: 10.1097/tp.0000000000003535] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 10/02/2020] [Indexed: 01/23/2023]
Abstract
BACKGROUND T lymphocyte-mediated acute rejection is a significant complication following solid organ transplantation. Standard methods of monitoring for acute rejection rely on assessing histological tissue damage but do not define the immunopathogenesis. Additionally, current therapies for rejection broadly blunt cellular immunity, creating a high risk for opportunistic infections. There is, therefore, a need to better understand the process of acute cellular rejection to help develop improved prognostic tests and narrowly targeted therapies. METHODS Through next-generation sequencing, we characterized and compared the clonal T-cell receptor (TCR) repertoires of graft-infiltrating lymphocytes (GILs) and blood-derived lymphocytes from a hand transplant recipient over 420 days following transplantation. We also tracked the TCR clonal persistence and V beta (BV) gene usage, evaluating overlap between these 2 compartments. RESULTS TCR repertoires of blood and GIL populations remained distinct throughout the sampling period, and differential BV usage was consistently seen between these compartments. GIL TCR clones persisted over time and were seen in only limited frequency in the blood T-lymphocyte populations. CONCLUSIONS We demonstrate that blood monitoring of TCR clones does not reveal the pathogenic process of acute cellular rejection in transplanted tissue. GILs show clonal persistence with biased BV usage, suggesting that tissue TCR clonal monitoring could be useful, although a deeper understanding is necessary to prognosticate rejection based on TCR clonal repertoires. Finally, the distinct TCR BV usage bias in GILs raises the possibility for prevention and therapy of acute cellular rejection based on targeting of specific TCR clones.
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Affiliation(s)
- Joseph Y. Kim
- Division of Infectious Diseases, Department of Medicine, University of Illinois College of Medicine Peoria, Peoria, IL
| | - Zhengdeng Lei
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - Mark Maienschein-Cline
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - George E. Chlipala
- Research Informatics Core, Research Resources Center, University of Illinois at Chicago, Chicago, IL
| | - Arumugam Balamurugan
- Division of Infectious Diseases, Department of Medicine, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Sue V. McDiarmid
- Department of Pediatrics, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Kodi Azari
- Department of Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Orthopaedic Surgery, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
| | - Otto O. Yang
- Division of Infectious Diseases, Department of Medicine, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
- Department of Microbiology, Immunology, and Molecular Genetics, Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA
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Santiago JL, Sánchez-Pérez L, Pérez-Flores I, de la Higuera MAM, Romero NC, Querol-García J, Urcelay E, Sánchez-Fructuoso AI. Association of Polymorphisms in T-Cell Activation Costimulatory/Inhibitory Signal Genes With Allograft Kidney Rejection Risk. Front Immunol 2021; 12:650979. [PMID: 34149691 PMCID: PMC8206554 DOI: 10.3389/fimmu.2021.650979] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Accepted: 05/18/2021] [Indexed: 12/31/2022] Open
Abstract
The genes CD28, CD86 and CTLA-4 conform the costimulatory (CD28-CD86) or inhibitory (CTLA-4-CD86) signal in T-cell activation. T-cell immune response has a critical role in allograft rejection, and single nucleotide polymorphisms (SNPs) located in these genes have been widely analyzed with controversial results. We analyzed a group of SNPs located in the three genes: CD28: rs3116496; CD86: rs1129055; and CTLA-4: rs231775 and rs3087243 in a cohort of 632 consecutively recruited kidney transplanted subjects. All polymorphisms were genotyped by TaqMan chemistry and the diagnosis of rejection was confirmed by biopsy and categorized according to the Banff classification. The analyses showed a statistically significant protective effect to T cell-mediated rejection (TCMR) in carriers of the CTLA-4 rs3087243*G allele, especially in patients with TCMR Banff ≥2 in the overall cohort and in patients without thymoglobulin induction therapy. Both associations were corroborated as independent factors in the multivariate analysis. Interestingly, associations with rejection were not found for any SNP in patients with thymoglobulin induction therapy. As expected, considering the major role of these genes in T-cell activation, no effect was observed for antibody-mediated rejection (ABMR). In conclusion, the SNP rs3087243 located in the CTLA-4 gene may be considered a useful independent biomarker for TCMR risk especially for severe TCMR in patients who did no received thymoglobulin induction therapy.
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Affiliation(s)
- Jose Luis Santiago
- Lab. Genetics and Molecular Basis of Complex Diseases, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, IdISSC, Madrid, Spain
- Immunology Department, Hospital Fundación Jiménez-Díaz, Madrid, Spain
| | - Luis Sánchez-Pérez
- Lab. Genetics and Molecular Basis of Complex Diseases, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Isabel Pérez-Flores
- Nephrology Department Hospital Clínico San Carlos, Facultad de Medicina, Universidad Complutense de Madrid, IdISSC, Madrid, Spain
| | | | - Natividad Calvo Romero
- Nephrology Department Hospital Clínico San Carlos, Facultad de Medicina, Universidad Complutense de Madrid, IdISSC, Madrid, Spain
| | - Javier Querol-García
- Lab. Genetics and Molecular Basis of Complex Diseases, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Elena Urcelay
- Lab. Genetics and Molecular Basis of Complex Diseases, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, IdISSC, Madrid, Spain
| | - Ana Isabel Sánchez-Fructuoso
- Nephrology Department Hospital Clínico San Carlos, Facultad de Medicina, Universidad Complutense de Madrid, IdISSC, Madrid, Spain
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81
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Glinton K, DeBerge M, Fisher E, Schroth S, Sinha A, Wang JJ, Wasserstrom JA, Ansari MJ, Zhang ZJ, Feinstein M, Leventhal JR, Forbess JM, Lomasney J, Luo X, Thorp EB. Bone marrow-derived AXL tyrosine kinase promotes mitogenic crosstalk and cardiac allograft vasculopathy. J Heart Lung Transplant 2021; 40:435-446. [PMID: 33846079 PMCID: PMC8169599 DOI: 10.1016/j.healun.2021.03.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 02/28/2021] [Accepted: 03/03/2021] [Indexed: 11/19/2022] Open
Abstract
Cardiac Allograft Vasculopathy (CAV) is a leading contributor to late transplant rejection. Although implicated, the mechanisms by which bone marrow-derived cells promote CAV remain unclear. Emerging evidence implicates the cell surface receptor tyrosine kinase AXL to be elevated in rejecting human allografts. AXL protein is found on multiple cell types, including bone marrow-derived myeloid cells. The causal role of AXL from this compartment and during transplant is largely unknown. This is important because AXL is a key regulator of myeloid inflammation. Utilizing experimental chimeras deficient in the bone marrow-derived Axl gene, we report that Axl antagonizes cardiac allograft survival and promotes CAV. Flow cytometric and histologic analyses of Axl-deficient transplant recipients revealed reductions in both allograft immune cell accumulation and vascular intimal thickness. Co-culture experiments designed to identify cell-intrinsic functions of Axl uncovered complementary cell-proliferative pathways by which Axl promotes CAV-associated inflammation. Specifically, Axl-deficient myeloid cells were less efficient at increasing the replication of both antigen-specific T cells and vascular smooth muscle cells (VSMCs), the latter a key hallmark of CAV. For the latter, we discovered that Axl-was required to amass the VSMC mitogen Platelet-Derived Growth Factor. Taken together, our studies reveal a new role for myeloid Axl in the progression of CAV and mitogenic crosstalk. Inhibition of AXL-protein, in combination with current standards of care, is a candidate strategy to prolong cardiac allograft survival.
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MESH Headings
- Adult
- Animals
- Bone Marrow Cells/metabolism
- Bone Marrow Cells/pathology
- Cell Proliferation
- Cells, Cultured
- Disease Models, Animal
- Echocardiography
- Flow Cytometry
- Gene Expression Regulation
- Graft Rejection/diagnosis
- Graft Rejection/genetics
- Graft Rejection/metabolism
- Graft Survival
- Heart Transplantation/adverse effects
- Humans
- Male
- Mice
- Mice, Inbred BALB C
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/pathology
- Myocytes, Cardiac/metabolism
- Myocytes, Cardiac/pathology
- Myocytes, Smooth Muscle
- Proto-Oncogene Proteins/biosynthesis
- Proto-Oncogene Proteins/genetics
- RNA/genetics
- Receptor Protein-Tyrosine Kinases/biosynthesis
- Receptor Protein-Tyrosine Kinases/genetics
- Transplantation, Homologous
- Axl Receptor Tyrosine Kinase
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Affiliation(s)
- Kristofor Glinton
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Matthew DeBerge
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Emily Fisher
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Samantha Schroth
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Arjun Sinha
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Jiao-Jing Wang
- The Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - J Andrew Wasserstrom
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Mohammed Javeed Ansari
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Zheng Jenny Zhang
- The Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Matthew Feinstein
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Joseph R Leventhal
- The Comprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | | | - Jon Lomasney
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Xunrong Luo
- The Department of Nephrology, Duke University School of Medicine, Durham, North Carolina
| | - Edward B Thorp
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois; The Heart Center, Stanley Manne Children's Research Institute, Lurie Children's Hospital, Chicago, Illinois.
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82
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Wisniewska M, Banach B, Malinowski D, Domanski L, Sroczynski T, Dziedziejko V, Safranow K, Pawlik A. VAV1 Gene Polymorphism is Associated With Kidney Allograft Rejection. Transplant Proc 2021; 53:1528-1531. [PMID: 33994185 DOI: 10.1016/j.transproceed.2021.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 04/05/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND VAV1 is an intracellular signal transduction protein that plays a significant role in signal transduction in T cells. Several studies suggest that VAV1 signaling plays significant roles in allograft rejection. The aim of this study was to examine the association between VAV1 gene polymorphisms and renal allograft function. METHODS The study included 270 patients after allograft renal transplantation. We examined the associations between VAV1 gene polymorphisms and complications after transplantation, such as delayed graft function, acute rejection, and chronic allograft dysfunction. RESULTS There were no statistically significant associations between VAV1 genotypes and delayed graft function and chronic allograft dysfunction. Among patients with acute allograft rejection, we observed decreased frequencies of VAV1 rs2546133 TT and CT genotypes (P = .03) and T allele (P = .02), as well as VAV1 rs2617822 GG and AG genotypes (P = .05) and G allele (P = 0.04). In the multivariate regression analysis, the higher number of VAV1 rs2546133 T alleles showed a protective effect against the acute rejection in kidney allograft recipients. CONCLUSIONS The results of our study suggest that polymorphisms in the VAV1 gene are associated with kidney allograft rejection.
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Affiliation(s)
- Magda Wisniewska
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Bolesław Banach
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| | - Damian Malinowski
- Department of Pharmacology, Pomeranian Medical University, Szczecin, Poland
| | - Leszek Domanski
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Tomasz Sroczynski
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland
| | - Violetta Dziedziejko
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Szczecin, Poland
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Pawlik
- Department of Physiology, Pomeranian Medical University, Szczecin, Poland.
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83
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Freidoon M, Pour-Reza-Gholi F, Alamdari A, Minoo FS, Soleimanifar N, Ansaripour B, Mohebbi B, Mosharmovahed B, Fazeli F, Nicknam MH, Assadiasl S. Comparing IRF-4 Gene Expression Between Acute T cell- Mediated Rejection and Stable Renal Transplant Recipients. Iran J Kidney Dis 2021; 15:222-228. [PMID: 33994382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Accepted: 09/08/2020] [Indexed: 06/12/2023]
Abstract
INTRODUCTION Renal transplant rejection is one of the clinical challenges, which usually requires administration of immunosuppressive drugs causing serious side effects. Therefore, invention of effective and specific therapeutics is necessary to control undesired immune responses particularly T-cell reactions to allograft. Interferon Regulatory Factor-4 (IRF-4) due to its implication on T cells differentiation and function might be targeted to treat T cell-mediated cellular rejection (TCMR). The aim of this study was to investigate the association between IRF-4 gene expression and acute TCMR, as well as to examine the correlation between IRF-4 gene expression and cellular expression of Programmed cell death-1 (PD-1) and Helios molecules. METHODS Peripheral blood samples were obtained from 30 patients with biopsy proven acute TCMR and 30 stable recipients. IRF-4 gene expression was quantified using RT-PCR, and cellular expression of PD-1 and Helios were evaluated with flowcytometry. RESULTS IRF-4 gene expression was significantly increased in acute TCMR patients compared with stable recipients (P < .05). Helios protein expression was slightly decreased in TCMR group but this was not statistically significant. There was a negative correlation between IRF-4 gene expression and PD-1 as well as Helios frequency in the whole studied population. CONCLUSION IRF-4 expression increases in acute TCMR which might also lead to a diminished expression of downstream immunoregulatory molecules such as PD-1 and Helios. Therefore, specific inhibition of IRF-4 may be helpful in managing acute TCMR.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Sara Assadiasl
- Molecular Immunology Research Center, Tehran University of Medical Sciences, Tehran, Iran.
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84
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Win TS, Crisler WJ, Dyring-Andersen B, Lopdrup R, Teague JE, Zhan Q, Barrera V, Ho Sui S, Tasigiorgos S, Murakami N, Chandraker A, Tullius SG, Pomahac B, Riella LV, Clark RA. Immunoregulatory and lipid presentation pathways are upregulated in human face transplant rejection. J Clin Invest 2021; 131:135166. [PMID: 33667197 PMCID: PMC8262560 DOI: 10.1172/jci135166] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 02/25/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUNDRejection is the primary barrier to broader implementation of vascularized composite allografts (VCAs), including face and limb transplants. The immunologic pathways activated in face transplant rejection have not been fully characterized.METHODSUsing skin biopsies prospectively collected over 9 years from 7 face transplant patients, we studied rejection by gene expression profiling, histology, immunostaining, and T cell receptor sequencing.RESULTSGrade 1 rejection did not differ significantly from nonrejection, suggesting that it does not represent a pathologic state. In grade 2, there was a balanced upregulation of both proinflammatory T cell activation pathways and antiinflammatory checkpoint and immunomodulatory pathways, with a net result of no tissue injury. In grade 3, IFN-γ-driven inflammation, antigen-presenting cell activation, and infiltration of the skin by proliferative T cells bearing markers of antigen-specific activation and cytotoxicity tipped the balance toward tissue injury. Rejection of VCAs and solid organ transplants had both distinct and common features. VCA rejection was uniquely associated with upregulation of immunoregulatory genes, including SOCS1; induction of lipid antigen-presenting CD1 proteins; and infiltration by T cells predicted to recognize CD1b and CD1c.CONCLUSIONOur findings suggest that the distinct features of VCA rejection reflect the unique immunobiology of skin and that enhancing cutaneous immunoregulatory networks may be a useful strategy in combatting rejection.Trial registrationClinicalTrials.gov NCT01281267.FUNDINGAssistant Secretary of Defense and Health Affairs, through Reconstructive Transplant Research (W81XWH-17-1-0278, W81XWH-16-1-0647, W81XWH-16-1-0689, W81XWH-18-1-0784, W81XWH-1-810798); American Society of Transplantation's Transplantation and Immunology Research Network Fellowship Research Grant; Plastic Surgery Foundation Fellowship from the American Society of Plastic Surgeons; Novo Nordisk Foundation (NNF15OC0014092); Lundbeck Foundation; Aage Bangs Foundation; A.P. Moller Foundation for the Advancement of Medical Science; NIH UL1 RR025758.
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Affiliation(s)
- Thet Su Win
- Department of Dermatology and
- Division of Plastic Surgery, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Rachel Lopdrup
- Division of Plastic Surgery, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Victor Barrera
- Bioinformatics Core, Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Shannan Ho Sui
- Bioinformatics Core, Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Sotirios Tasigiorgos
- Division of Plastic Surgery, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Stefan G. Tullius
- Division of Transplant Surgery, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bohdan Pomahac
- Division of Plastic Surgery, Department of Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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85
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Abstract
BACKGROUND Organ transplantation is life-saving and continued investigations into immunologic mechanisms that drive organ rejection are needed to improve immunosuppression therapies and prevent graft failure. DNA-dependent protein kinase catalytic subunit, DNA dependent-protein kinase catalytic subunit (DNA-PKcs), is a critical component of both the cellular and humoral immune responses. In this study, we investigate the contribution of DNA-PKcs to allogeneic skin graft rejection to potentially highlight a novel strategy for inhibiting transplant rejection. METHODS Fully MHC mismatched murine allogeneic skin graft studies were performed by transplanting skin from BalbC mice to C57bl6 mice and treating with either vehicle or the DNA-PKcs inhibitor NU7441. Graft rejection, cytokine production, immune cell infiltration, and donor-specific antibody formation were analyzed. RESULTS DNA-PKcs inhibition significantly reduced necrosis and extended graft survival compared with controls (mean survival 14 d versus 9 d, respectively). Inhibition reduced the production of the cytokines interleukin (IL)-2, IL-4, IL-6, IL-10, TNF-α, and IFN-γ and the infiltration of CD3+ lymphocytes into grafts. Furthermore, DNA-PKcs inhibition reduced the number of CD19+ B cells and CD19+ CD138+ plasma cells coinciding with a significant reduction in donor-specific antibodies. At a molecular level, we determined that the immunosuppressive effects of DNA-PKcs inhibition were mediated, in part, via inhibition of nuclear factor kappa-light-chain-enhancer of activated B cells signaling through reduced expression of the p65 subunit. CONCLUSIONS Our data confirm that DNA-PKcs contributes to allogeneic graft rejection and highlight a novel immunologic function for DNA-PKcs in the regulation of nuclear factor kappa-light-chain-enhancer of activated B cells and concomitant cytokine production.
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Affiliation(s)
- David K. Harrison
- Division of Surgical Research, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Zachary J. Waldrip
- Division of Surgical Research, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
| | - Lyle Burdine
- Division of Surgical Research, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Department of Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Sara C. Shalin
- Department of Pathology and Dermatology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Marie Schluterman Burdine
- Division of Surgical Research, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- Arkansas Children’s Research Institute, Little Rock, Arkansas, United States of America
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86
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Johansson T, Yohannes DA, Koskela S, Partanen J, Saavalainen P. HLA RNA Sequencing With Unique Molecular Identifiers Reveals High Allele-Specific Variability in mRNA Expression. Front Immunol 2021; 12:629059. [PMID: 33717155 PMCID: PMC7949471 DOI: 10.3389/fimmu.2021.629059] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Accepted: 01/18/2021] [Indexed: 11/13/2022] Open
Abstract
The HLA gene complex is the most important single genetic factor in susceptibility to most diseases with autoimmune or autoinflammatory origin and in transplantation matching. Most studies have focused on the vast allelic variation in these genes; only a few studies have explored differences in the expression levels of HLA alleles. In this study, we quantified mRNA expression levels of HLA class I and II genes from peripheral blood samples of 50 healthy individuals. The gene- and allele-specific mRNA expression was assessed using unique molecular identifiers, which enabled PCR bias removal and calculation of the number of original mRNA transcripts. We identified differences in mRNA expression between different HLA genes and alleles. Our results suggest that HLA alleles are differentially expressed and these differences in expression levels are quantifiable using RNA sequencing technology. Our method provides novel insights into HLA research, and it can be applied to quantify expression differences of HLA alleles in various tissues and to evaluate the role of this type of variation in transplantation matching and susceptibility to autoimmune diseases.
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Affiliation(s)
- Tiira Johansson
- Research Programs Unit, Translational Immunology Program, University of Helsinki, Helsinki, Finland
- Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
| | - Dawit A. Yohannes
- Research Programs Unit, Translational Immunology Program, University of Helsinki, Helsinki, Finland
| | - Satu Koskela
- Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
| | - Jukka Partanen
- Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
| | - Päivi Saavalainen
- Research Programs Unit, Translational Immunology Program, University of Helsinki, Helsinki, Finland
- Research and Development, Finnish Red Cross Blood Service, Helsinki, Finland
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87
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Zhang W, Cao D, Wang M, Wu Y, Gong J, Li J, Liu Y. XBP1s repression regulates Kupffer cell polarization leading to immune suppressive effects protecting liver allograft in rats. Int Immunopharmacol 2021; 91:107294. [PMID: 33395585 DOI: 10.1016/j.intimp.2020.107294] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 11/30/2020] [Accepted: 12/08/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Polarized kupffer cells (KCs) influence the immune response after liver transplantation. We report an undiscovered immune regulatory role of X-box binding protein 1 (XBP1) on immune function of kupffer cells (KCs). METHODS Acute rejection model using rats. RESULTS We found that suppression of XBP1s in lipopolysaccharide (LPS) -activated KCs could increase the expression of arginase-1 (Arg-1) and CD204 but also decrease the expression levels of MHC-II and CD40 and shift the phenotype markers of KCs toward M2 via the janus kinase (JAK) 3- Signal Transducer And Activator Of Transcription (STAT) 6 pathway, presenting an immunosuppressive function by enhancing anti-inflammatory cytokine secretion and accelerating apoptosis of activated T cells. XBP1s over-expression in KCs shift the phenotype markers on KCs towards M1 via the JAK1-STAT1 pathway and have shown a strong pro-inflammatory property. Down-regulation of XBP1s in KCs changed the phenotype and cytokine secretion profile towards M2 and markedly protected the function and structure of allograft liver, prolonging the recipient's survival compared with control and normal saline groups in rats. CONCLUSIONS Our findings reveal a novel regulatory mechanism of XBP1 in an induced immuno-suppressive state to protect rat's liver allograft via JAK-STAT mediated KCs polarization.
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Affiliation(s)
- Weikang Zhang
- Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College of Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ding Cao
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China.
| | - Menghao Wang
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China
| | - Yakun Wu
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China
| | - Jianping Gong
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China
| | - Jingzheng Li
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China
| | - Yiming Liu
- Chongqing Key Laboratory of Hepatobiliary Surgery and Department of Hepatobiliary Surgery, Second Affiliated Hospital, Chongqing Medical University, Chongqing 400010, China.
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Park MY, Krishna Vasamsetti BM, Kim WS, Kang HJ, Kim DY, Lim B, Cho K, Kim JS, Chee HK, Park JH, Yang HS, Rallabandi HR, Ock SA, Park MR, Lee H, Hwang IS, Kim JM, Oh KB, Yun IJ. Comprehensive Analysis of Cardiac Xeno-Graft Unveils Rejection Mechanisms. Int J Mol Sci 2021; 22:ijms22020751. [PMID: 33451076 PMCID: PMC7828557 DOI: 10.3390/ijms22020751] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/05/2021] [Accepted: 01/11/2021] [Indexed: 12/13/2022] Open
Abstract
Porcine heart xenotransplantation is a potential treatment for patients with end-stage heart failure. To understand molecular mechanisms of graft rejection after heart transplantation, we transplanted a 31-day-old alpha-1,3-galactosyltransferase knockout (GTKO) porcine heart to a five-year-old cynomolgus monkey. Histological and transcriptome analyses were conducted on xenografted cardiac tissue at rejection (nine days after transplantation). The recipient monkey's blood parameters were analyzed on days -7, -3, 1, 4, and 7. Validation was conducted by quantitative real-time PCR (qPCR) with selected genes. A non-transplanted GTKO porcine heart from an age-matched litter was used as a control. The recipient monkey showed systemic inflammatory responses, and the rejected cardiac graft indicated myocardial infarction and cardiac fibrosis. The transplanted heart exhibited a total of 3748 differentially expressed genes compared to the non-transplanted heart transcriptome, with 2443 upregulated and 1305 downregulated genes. Key biological pathways involved at the terminal stage of graft rejection were cardiomyopathies, extracellular interactions, and ion channel activities. The results of qPCR evaluation were in agreement with the transcriptome data. Transcriptome analysis of porcine cardiac tissue at graft rejection reveals dysregulation of the key molecules and signaling pathways, which play relevant roles on structural and functional integrities of the heart.
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Affiliation(s)
- Min Young Park
- Department of Animal Science and Technology, College of Biotechnology and Natural Resources, Chung-Ang University, Gyeonggi-do 17546, Korea; (M.Y.P.); (D.-Y.K.); (B.L.)
| | - Bala Murali Krishna Vasamsetti
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - Wan Seop Kim
- Department of Pathology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea;
| | - Hee Jung Kang
- Department of Laboratory Medicine, Hallym University College of Medicine, Hallym University Sacred Heart Hospital, Dongan-gu, Anyang 14068, Korea;
| | - Do-Young Kim
- Department of Animal Science and Technology, College of Biotechnology and Natural Resources, Chung-Ang University, Gyeonggi-do 17546, Korea; (M.Y.P.); (D.-Y.K.); (B.L.)
| | - Byeonghwi Lim
- Department of Animal Science and Technology, College of Biotechnology and Natural Resources, Chung-Ang University, Gyeonggi-do 17546, Korea; (M.Y.P.); (D.-Y.K.); (B.L.)
| | - Kahee Cho
- Primate Organ Transplantation Centre, Genia Inc., Sungnam 13201, Korea;
| | - Jun Seok Kim
- Department of Thoracic and Cardiovascular Surgery, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea; (J.S.K.); (H.K.C.)
| | - Hyun Keun Chee
- Department of Thoracic and Cardiovascular Surgery, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea; (J.S.K.); (H.K.C.)
| | - Jung Hwan Park
- Department of Nephrology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea;
| | - Hyun Suk Yang
- Department of Cardiology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea;
| | - Harikrishna Reddy Rallabandi
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - Sun A. Ock
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - Mi-Ryung Park
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - Heasun Lee
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - In-Sul Hwang
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
| | - Jun-Mo Kim
- Department of Animal Science and Technology, College of Biotechnology and Natural Resources, Chung-Ang University, Gyeonggi-do 17546, Korea; (M.Y.P.); (D.-Y.K.); (B.L.)
- Correspondence: (J.-M.K.); (K.B.O.); (I.J.Y.); Tel.: +82-2-2030-7583 (I.J.Y.); Fax: +82-2-2030-7749 (I.J.Y.)
| | - Keon Bong Oh
- Animal Biotechnology Division, National Institute of Animal Science, RDA, Jeollabukdo 55365, Korea; (B.M.K.V.); (H.R.R.); (S.A.O.); (M.-R.P.); (H.L.); (I.-S.H.)
- Correspondence: (J.-M.K.); (K.B.O.); (I.J.Y.); Tel.: +82-2-2030-7583 (I.J.Y.); Fax: +82-2-2030-7749 (I.J.Y.)
| | - Ik Jin Yun
- Department of Surgery, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea
- Correspondence: (J.-M.K.); (K.B.O.); (I.J.Y.); Tel.: +82-2-2030-7583 (I.J.Y.); Fax: +82-2-2030-7749 (I.J.Y.)
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Abstract
IMPORTANCE Clinical decision and immunosuppression dosing in kidney transplantation rely on transplant biopsy tissue histology even though histology has low specificity, sensitivity, and reproducibility for rejection diagnosis. The inclusion of stable allografts in mechanistic and clinical studies is vital to provide a normal, noninjured comparative group for all interrogative studies on understanding allograft injury. OBJECTIVE To refine the definition of a stable allograft as one that is clinically, histologically, and molecularly quiescent using publicly available transcriptomics data. DESIGN, SETTING, AND PARTICIPANTS In this prognostic study, the National Center for Biotechnology Information Gene Expression Omnibus was used to search for microarray gene expression data from kidney transplant tissues, resulting in 38 studies from January 1, 2017, to December 31, 2018. The diagnostic annotations included 510 acute rejection (AR) samples, 1154 histologically stable (hSTA) samples, and 609 normal samples. Raw fluorescence intensity data were downloaded and preprocessed followed by data set merging and batch correction. MAIN OUTCOMES AND MEASURES The primary measure was area under the receiver operating characteristics curve from a set of feature selected genes and cell types for distinguishing AR from normal kidney tissue. RESULTS Within the 28 data sets, the feature selection procedure identified a set of 6 genes (KLF4, CENPJ, KLF2, PPP1R15A, FOSB, TNFAIP3) (area under the curve [AUC], 0.98) and 5 immune cell types (CD4+ T-cell central memory [Tcm], CD4+ T-cell effector memory [Tem], CD8+ Tem, natural killer [NK] cells, and Type 1 T helper [TH1] cells) (AUC, 0.92) that were combined into 1 composite Instability Score (InstaScore) (AUC, 0.99). The InstaScore was applied to the hSTA samples: 626 of 1154 (54%) were found to be immune quiescent and redefined as histologically and molecularly stable (hSTA/mSTA); 528 of 1154 (46%) were found to have molecular evidence of rejection (hSTA/mAR) and should not have been classified as stable allografts. The validation on an independent cohort of 6 months of protocol biopsy samples in December 2019 showed that hSTA/mAR samples had a significant change in graft function (r = 0.52, P < .001) and graft loss at 5-year follow-up (r = 0.17). A drop by 10 mL/min/1.73m2 in estimated glomerular filtration rate was estimated as a threshold in allograft transitioning from hSTA/mSTA to hSTA/mAR. CONCLUSIONS AND RELEVANCE The results of this prognostic study suggest that the InstaScore could provide an important adjunct for comprehensive and highly quantitative phenotyping of protocol kidney transplant biopsy samples and could be integrated into clinical care for accurate estimation of subsequent patient clinical outcomes.
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Affiliation(s)
- Dmitry Rychkov
- Division of Multi-Organ Transplantation, Department of Surgery, University of California, San Francisco
- Bakar Computational Health Sciences Institute, University of California, San Francisco
| | - Swastika Sur
- Division of Multi-Organ Transplantation, Department of Surgery, University of California, San Francisco
| | - Marina Sirota
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Department of Pediatrics, University of California, San Francisco
| | - Minnie M. Sarwal
- Division of Multi-Organ Transplantation, Department of Surgery, University of California, San Francisco
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90
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Xiu MX, Liu ZT, Tang J. Screening and identification of key regulatory connections and immune cell infiltration characteristics for lung transplant rejection using mucosal biopsies. Int Immunopharmacol 2020; 87:106827. [PMID: 32791489 PMCID: PMC7417178 DOI: 10.1016/j.intimp.2020.106827] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 07/03/2020] [Accepted: 07/20/2020] [Indexed: 02/06/2023]
Abstract
This study aimed to explore key regulatory connections underlying lung transplant rejection. The differentially expressed genes (DEGs) between rejection and stable lung transplantation (LTx) samples were screened using R package limma, followed by functional enrichment analysis and protein-protein interaction network construction. Subsequently, a global triple network, including miRNAs, mRNAs, and transcription factors (TFs), was constructed. Furthermore, immune cell infiltration characteristics were analyzed to investigate the molecular immunology of lung transplant rejection. Finally, potential drug-target interactions were generated. In brief, 739 DEGs were found between rejection and stable LTx samples. PTPRC, IL-6, ITGAM, CD86, TLR8, TYROBP, CXCL10, ITGB2, and CCR5 were defined as hub genes. Eight TFs, including STAT1, SPIB, NFKB1, SPI1, STAT5A, RUNX1, VENTX, and BATF, and five miRNAs, including miR-335-5p, miR-26b-5p, miR-124-3p, miR-1-3p, and miR-155-5p, were involved in regulating hub genes. The immune cell infiltration analysis revealed higher proportions of activated memory CD4 T cells, follicular helper T cells, γδ T cells, monocytes, M1 and M2 macrophages, and eosinophils in rejection samples, besides lower proportions of resting memory CD4 T cells, regulatory T cells, activated NK cells, M0 macrophages, and resting mast cells. This study provided a comprehensive perspective of the molecular co-regulatory network underlying lung transplant rejection.
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Affiliation(s)
- Meng-Xi Xiu
- Medical School of Nanchang University, Nanchang, PR China
| | - Zu-Ting Liu
- Medical School of Nanchang University, Nanchang, PR China
| | - Jian Tang
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang 330006, PR China.
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91
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Abstract
PURPOSE OF REVIEW The current tools to proactively guide and individualize immunosuppression in solid organ transplantation are limited. Despite continued improvements in posttransplant outcomes, the adverse effects of over-immunosuppression or under-immunosuppression are common. The present review is intended to highlight recent advances in individualized immunosuppression. RECENT FINDINGS There has been a great focus on genomic information to predict drug dose requirements, specifically on single nucleotide polymorphisms of CYP3A5 and ABCB1. Furthermore, biomarker studies have developed ways to better predict clinical outcomes, such as graft rejection. SUMMARY The integration of advanced computing tools, such as artificial neural networks and machine learning, with genome sequencing has led to intriguing findings on individual or group-specific dosing requirements. Rapid computing allows for processing of data and discovering otherwise undetected clinical patterns. Genetic polymorphisms of CYP3A5 and ABCB1 have yielded results to suggest varying dose requirements correlated with race and sex. Newly proposed biomarkers offer precise and noninvasive ways to monitor patient's status. Cell-free DNA quantitation is increasingly explored as an indicator of allograft injury and rejection, which can help avoid unneeded biopsies and more frequently monitor graft function.
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Affiliation(s)
- Shengyi Fu
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA
| | - Ali Zarrinpar
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA
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Ko EJ, Seo JW, Kim KW, Kim BM, Cho JH, Kim CD, Seok J, Yang CW, Lee SH, Chung BH. Phenotype and molecular signature of CD8+ T cell subsets in T cell- mediated rejections after kidney transplantation. PLoS One 2020; 15:e0234323. [PMID: 32530943 PMCID: PMC7292394 DOI: 10.1371/journal.pone.0234323] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 05/24/2020] [Indexed: 01/08/2023] Open
Abstract
We investigated the phenotype and molecular signatures of CD8+ T cell subsets in kidney-transplant recipients (KTRs) with biopsy-proven T cell-mediated rejection (TCMR). We included 121 KTRs and divided them into three groups according to the pathologic or clinical diagnosis: Normal biopsy control (NC)(n = 32), TCMR (n = 50), and long-term graft survival (LTGS)(n = 39). We used flowcytometry and microarray to analyze the phenotype and molecular signatures of CD8+ T cell subsets using peripheral blood from those patients and analyzed significant gene expressions according to CD8+ T cell subsets. We investigated whether the analysis of CD8+ T cell subsets is useful for predicting the development of TCMR. CCR7+CD8+ T cells significantly decreased, but CD28nullCD57+CD8+ T cells and CCR7-CD45RA+CD8+ T cells showed an increase in the TCMR group compared to other groups (p<0.05 for each); hence CCR7+CD8+ T cells showed significant negative correlations to both effector CD8+ T cells. We identified genes significantly associated with the change of CCR7+CD8+ T, CCR7-CD45RA+CD8+ T, and CD28nullCD57+CD8+ T cells in an ex vivo study and found that most of them were included in the significant genes on in vitro CCR7+CD8+ T cells. Finally, the decrease of CCR7+CD8+ T cells relative to CD28nullCD57+ T or CCR7-CD45RA+CD8+ T cells can predict TCMR significantly in the whole clinical cohort. In conclusion, phenotype and molecular signature of CD8+ T subsets showed a significant relationship to the development of TCMR; hence monitoring of CD8+ T cell subsets may be a useful for predicting TCMR in KTRs.
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Affiliation(s)
- Eun Jeong Ko
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung-Woo Seo
- Department of Core Research Laboratory, Medical Science Research Institute, Kyung Hee University Hospital at Gangdong, Seoul, Korea
| | - Kyoung Woon Kim
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Bo-Mi Kim
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jang-Hee Cho
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Korea
| | - Chan-Duck Kim
- Department of Internal Medicine, Kyungpook National University School of Medicine, Daegu, Korea
| | - Junhee Seok
- School of Electrical Engineering, Korea University, Seoul, South Korea
| | - Chul Woo Yang
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Sang-Ho Lee
- Department of Internal Medicine, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Byung Ha Chung
- Convergent Research Consortium for Immunologic Disease, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
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Rump K, Rahmel T, Rustige AM, Unterberg M, Nowak H, Koos B, Schenker P, Viebahn R, Adamzik M, Bergmann L. The Aquaporin3 Promoter Polymorphism -1431 A/G is Associated with Acute Graft Rejection and Cytomegalovirus Infection in Kidney Recipients Due to Altered Immune Cell Migration. Cells 2020; 9:cells9061421. [PMID: 32521638 PMCID: PMC7349827 DOI: 10.3390/cells9061421] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 06/04/2020] [Accepted: 06/05/2020] [Indexed: 02/06/2023] Open
Abstract
Major complications after kidney transplantation are graft rejection and cytomegalovirus (CMV) infection, which are related to T-cell function, which depends on aquaporin 3 (AQP3) expression. The impact of the AQP3 A(−1431)G promoter polymorphism in kidney transplant recipients was unelucidated and we explored the effect of AQP3 polymorphism on immune cell function and its association with graft rejection and CMV infection in 237 adult patients within 12 months after transplantation. AQP3 promoter polymorphism was molecular and functional characterized. Kaplan–Meier plots evaluated the relationship between genotypes and the incidence of CMV infection and graft rejection. AQP3 A(−1431)G A-allele was associated with enhanced immune cell migration and AQP3 expression in T-cells. The incidences of rejection were 45.4% for the A-allele and 27.1% for G-allele carriers (p = 0.005) and the A-allele was a strong risk factor (hazard ratio (HR): 1.95; 95% CI: 1.216 to 3.127; p = 0.006). The incidences for CMV infection were 21% for A-allele and 35% for G-allele carriers (p = 0.013) and G-allele was an independent risk factor (p = 0.023), with a doubled risk for CMV infection (HR: 1.9; 95% CI: 1.154 to 3.128; p = 0.012). Hence, A-allele confers more resistance against CMV infection, but susceptibility to graft rejection mediated by T-cells. Thus, AQP3-genotype adapted management of immunosuppression and antiviral prophylaxis after kidney transplantation seems prudent.
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Affiliation(s)
- Katharina Rump
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
- Correspondence: ; Tel.: +49-23432-29242; Fax: +49-234299-3009
| | - Tim Rahmel
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Anna-Maria Rustige
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Matthias Unterberg
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Hartmuth Nowak
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Björn Koos
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Peter Schenker
- Chirurgische Universitätsklinik, Universitätsklinikum Knappschaftskrankenhaus Bochum, 44892 Bochum, Germany; (P.S.); (R.V.)
| | - Richard Viebahn
- Chirurgische Universitätsklinik, Universitätsklinikum Knappschaftskrankenhaus Bochum, 44892 Bochum, Germany; (P.S.); (R.V.)
| | - Michael Adamzik
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
| | - Lars Bergmann
- Klinik für Anästhesiologie, Intensivmedizin und Schmerztherapie, Universitätsklinikum der Ruhr Universität Bochum Knappschaftskrankenhaus Bochum, 44801 Bochum, Germany; (T.R.); (A.-M.R.); (M.U.); (H.N.); (B.K.); (M.A.); (L.B.)
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de Miranda BLM, Gelmini GF, Risti M, Hauer V, da Silva JS, Roxo VMMS, Bicalho MDG, Malheiros D. HLA-E genotyping and its relevance in kidney transplantation outcome. HLA 2020; 95:457-464. [PMID: 31950670 DOI: 10.1111/tan.13806] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 11/29/2019] [Accepted: 01/14/2020] [Indexed: 02/05/2023]
Abstract
HLA-E, a class I nonclassical HLA molecule, is expressed in all tissues and is involved in the regulation of both innate (by interaction with the CD94/NKG2 receptor expressed mainly in NK cells) and adaptive immunity (by interaction with T CD8+ cells), suggesting a possible role in the solid organ transplantation context. Transplanted patients with chronic kidney disease and their respective donors (N = 107 pairs) were genotyped for exons 2 and 3 of the HLA-E locus by sequence-based typing (SBT). Groups' genotype frequencies were compared regarding episodes of clinical rejection by global G test, and binary logistic regression was made to demonstrate the contribution of genetic variables vs epidemiological variables. Comparisons of donors' genotype frequencies showed significant differences (P = .0230), revealing a protective profile of E*01:01/*01:01 compared to the other genotypes (P = .0099; OR = 0.3088; CI [95%] = 0.1333-0.7157). The same happened when the aforementioned genotype was combined with the E*01:01/*01:01 recipients' genotype (P = .0065; OR = 0.1760; CI [95%] = 0.0517-0.5987). A binary logistic regression analysis was performed, and, of all variables considered, only two were included in the resulting model (P = .007; R2 Cox and Snell = 0.243; R2 Nagelkerke = 0.328)- "End-Stage Renal Disease" and "HLA class II Mismatches." A protective profile (E*01:01/*01:01) was observed between the recipients and donors, suggesting a possible impact of the HLA-E genotype in rejection episodes.
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Affiliation(s)
- Bruna L M de Miranda
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Geórgia F Gelmini
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Matilde Risti
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Vanessa Hauer
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - José Samuel da Silva
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Valéria M M S Roxo
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Maria da Graça Bicalho
- Laboratório de Imunogenética e Histocompatibilidade do Departamento de Genética da Universidade Federal do Paraná (UFPR), Curitiba, Brazil
| | - Danielle Malheiros
- Laboratório de Genética Molecular Humana do Departamento de Genética da Universidade Federal do Paraná, Curitiba, Brazil
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95
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Kelava T, Turcic P, Markotic A, Ostojic A, Sisl D, Mrzljak A. Importance of genetic polymorphisms in liver transplantation outcomes. World J Gastroenterol 2020; 26:1273-1285. [PMID: 32256016 PMCID: PMC7109269 DOI: 10.3748/wjg.v26.i12.1273] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 03/01/2020] [Accepted: 03/05/2020] [Indexed: 02/06/2023] Open
Abstract
Although, liver transplantation serves as the only curative treatment for patients with end-stage liver diseases, it is burdened with complications, which affect survival rates. In addition to clinical risk factors, contribution of recipient and donor genetic prognostic markers has been extensively studied in order to reduce the burden and improve the outcomes. Determination of single nucleotide polymorphisms (SNPs) is one of the most important tools in development of personalized transplant approach. To provide a better insight in recent developments, we review the studies published in the last three years that investigated an association of recipient or donor SNPs with most common issues in liver transplantation: Acute cellular rejection, development of new-onset diabetes mellitus and non-alcoholic fatty liver disease, hepatocellular carcinoma recurrence, and tacrolimus concentration variability. Reviewed studies confirmed previously established SNP prognostic factors, such as PNPLA3 rs738409 for non-alcoholic fatty liver disease development, or the role of CYP3A5 rs776746 in tacrolimus concentration variability. They also identified several novel SNPs, with a reasonably strong association, which have the potential to become useful predictors of post-transplant complications. However, as the studies were typically conducted in one center on relatively low-to-moderate number of patients, verification of the results in other centers is warranted to resolve these limitations. Furthermore, of 29 reviewed studies, 28 used gene candidate approach and only one implemented a genome wide association approach. Genome wide association multicentric studies are needed to facilitate the development of personalized transplant medicine.
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Affiliation(s)
- Tomislav Kelava
- Laboratory for Molecular Immunology, Croatian Institute for Brain Research, University of Zagreb, School of Medicine, Zagreb 10000, Croatia
| | - Petra Turcic
- Department of Pharmacology, Faculty of Pharmacy and Biochemistry of University of Zagreb, Zagreb 10000, Croatia
| | - Antonio Markotic
- Center for Clinical Pharmacology, University Clinical Hospital Mostar, Mostar 88000, Bosnia and Herzegovina
| | - Ana Ostojic
- Department of Medicine, Merkur University Hospital, Zagreb 10000, Croatia
| | - Dino Sisl
- Laboratory for Molecular Immunology, Croatian Institute for Brain Research, University of Zagreb, School of Medicine, Zagreb 10000, Croatia
| | - Anna Mrzljak
- Department of Medicine, Merkur University Hospital; School of Medicine, University of Zagreb, Zagreb 10000, Croatia
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96
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Moreso F, Sellarès J, Soler MJ, Serón D. Transcriptome Analysis in Renal Transplant Biopsies Not Fulfilling Rejection Criteria. Int J Mol Sci 2020; 21:ijms21062245. [PMID: 32213927 PMCID: PMC7139324 DOI: 10.3390/ijms21062245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 03/11/2020] [Accepted: 03/20/2020] [Indexed: 01/02/2023] Open
Abstract
The clinical significance of renal transplant biopsies displaying borderline changes suspicious for T-cell mediated rejection (TCMR) or interstitial fibrosis and tubular atrophy (IFTA) with interstitial inflammation has not been well defined. Molecular profiling to evaluate renal transplant biopsies using microarrays has been shown to be an objective measurement that adds precision to conventional histology. We review the contribution of transcriptomic analysis in surveillance and indication biopsies with borderline changes and IFTA associated with variable degrees of inflammation. Transcriptome analysis applied to biopsies with borderline changes allows to distinguish patients with rejection from those in whom mild inflammation mainly represents a response to injury. Biopsies with IFTA and inflammation occurring in unscarred tissue display a molecular pattern similar to TCMR while biopsies with IFTA and inflammation in scarred tissue, apart from T-cell activation, also express B cell, immunoglobulin and mast cell-related genes. Additionally, patients at risk for IFTA progression can be identified by genes mainly reflecting fibroblast dysregulation and immune activation. At present, it is not well established whether the expression of rejection gene transcripts in patients with fibrosis and inflammation is the consequence of an alloimmune response, tissue damage or a combination of both.
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97
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Chu Z, Sun C, Sun L, Feng C, Yang F, Xu Y, Zhao Y. Primed macrophages directly and specifically reject allografts. Cell Mol Immunol 2020; 17:237-246. [PMID: 30948792 PMCID: PMC7052205 DOI: 10.1038/s41423-019-0226-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 03/10/2019] [Indexed: 11/09/2022] Open
Abstract
Monocytes and macrophages have long been associated with acute and chronic allograft rejection; this is mediated by their abilities to promote inflammation, kill target cells via antibody-dependent cytotoxicity and modulate adaptive immunity. Our present study showed that allogeneic antigen-primed macrophages acutely rejected skin grafts with specificity after adoptive transfer into MHC-matched immunodeficient mice. The ability of primed macrophages to reject allografts essentially requires the help of CD4+ T cells and does not require the help of CD8+ T cells. Moreover, the primed, perforin-deficient macrophages rejected the skin grafts in a significantly delayed pattern compared with WT macrophages, indicating that the perforin pathway of the primed macrophages is likely involved in the rejection process. Thus, primed macrophages are endowed with adaptive immunity-like features, such as specificity, with the help of CD4+ T cells during the immune response to allografts. The present study challenges our traditional views of macrophage functions and highlights the biological functions of macrophages beyond innate immunity in mammals.
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Grants
- This work was supported by grants from the National Key R&D Program of China (2017YFA0105002, 2017YFA0104402, Y.Z.), National Science and Technology Major Project (2017ZX10201101), the National Natural Science Foundation for General and Key Programs (C81530049, C81130055, C31470860, Y.Z.), Knowledge Innovation Program of Chinese Academy of Sciences (XDA04020202-19, Y.Z.), and the China Manned Space Flight Technology Project (TZ-1, Y.Z.).
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Affiliation(s)
- Zhulang Chu
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Chenming Sun
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Lina Sun
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
| | - Chang Feng
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Fan Yang
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yanan Xu
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yong Zhao
- State Key Laboratory of Membrane Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing, China.
- University of Chinese Academy of Sciences, Beijing, China.
- Institute for Stem Cell and Regeneration, Chinese Academy of Sciences, Beijing, China.
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98
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Neri A, Scalzotto E, Corradi V, Caprara C, Salin A, Cannone M, De Cal M, Romano G, Tulissi P, Cussigh AR, Montanaro D, Frigo A, Giavarina D, Chiaramonte S, Ronco C. Acute rejection in kidney transplantation and the evaluation of associated polymorphisms (SNPs): the importance of sample size. ACTA ACUST UNITED AC 2020; 6:287-295. [PMID: 30901313 DOI: 10.1515/dx-2018-0110] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 02/05/2019] [Indexed: 01/16/2023]
Abstract
Background Acute rejection (AR) is one of the most frequent complications after kidney transplantation (KT). Scientific evidence reports that some single-nucleotide polymorphisms (SNPs) located in genes involved in the immune response and in the pharmacokinetics and pharmacodynamics of immunosuppressive drugs are associated with rejection in renal transplant patients. The aim of this study was to evaluate some SNPs located in six genes: interleukin-10 (IL-10), tumor necrosis factor (TNF), adenosine triphosphate-binding cassette sub-family B member 1 (ABCB1), uridine diphosphate glucuronosyltransferase family 1 member A9 (UGT1A9), inosine monophosphate dehydrogenase 1 (IMPDH1) and IMPDH2. Methods We enrolled cases with at least one AR after KT and two groups of controls: patients without any AR after KT and healthy blood donors. Genetic analysis on DNA was performed. The heterozygosity (HET) was determined and the Hardy-Weinberg equilibrium (HWE) test was performed for each SNP. The sample size was calculated using the QUANTO program and the genetic associations were calculated using the SAS program (SAS Institute Inc., Cary, NC, USA). Results In our previous preliminary study (sample size was not reached for cases), the results showed that patients with the C allele in the SNP rs1045642 and the A allele in the SNP rs2032582 of the ABCB1 gene had more frequent AR. In contrast, with the achievement of sample size, the trend of the previous data was not confirmed. Conclusions Our study highlights a fundamental aspect of scientific research that is generally presumed, i.e. the sample size of groups enrolled for a scientific study. We believe that our study will make a significant contribution to the scientific community in the discussion of the importance of the analysis and the achievement of sample size to evaluate the associations between SNPs and the studied event.
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Affiliation(s)
- Andrea Neri
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Elisa Scalzotto
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Valentina Corradi
- Specialist Biologist in Genetics, Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), ULSS 8 BERICA, San Bortolo Hospital, San Bortolo, Vicenza, Italy
| | - Carlotta Caprara
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Alberto Salin
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Manuela Cannone
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Massimo De Cal
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | | | | | | | | | - Annachiara Frigo
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiology, Thoracic and Vascular Sciences, University of Padova, Padova, Italy
| | - Davide Giavarina
- Laboratory of Clinical Analysis, San Bortolo Hospital, Vicenza, Italy
| | - Stefano Chiaramonte
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
| | - Claudio Ronco
- Department of Nephrology, Dialysis and Transplantation, International Renal Research Institute of Vicenza (IRRIV), San Bortolo Hospital, Vicenza, Italy
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99
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Kim HJ, Moon JH, Chung H, Shin JS, Kim B, Kim JM, Kim JS, Yoon IH, Min BH, Kang SJ, Kim YH, Jo K, Choi J, Chae H, Lee WW, Kim S, Park CG. Bioinformatic analysis of peripheral blood RNA-sequencing sensitively detects the cause of late graft loss following overt hyperglycemia in pig-to-nonhuman primate islet xenotransplantation. Sci Rep 2019; 9:18835. [PMID: 31827198 PMCID: PMC6906328 DOI: 10.1038/s41598-019-55417-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Accepted: 11/12/2019] [Indexed: 01/19/2023] Open
Abstract
Clinical islet transplantation has recently been a promising treatment option for intractable type 1 diabetes patients. Although early graft loss has been well studied and controlled, the mechanisms of late graft loss largely remains obscure. Since long-term islet graft survival had not been achieved in islet xenotransplantation, it has been impossible to explore the mechanism of late islet graft loss. Fortunately, recent advances where consistent long-term survival (≥6 months) of adult porcine islet grafts was achieved in five independent, diabetic nonhuman primates (NHPs) enabled us to investigate on the late graft loss. Regardless of the conventional immune monitoring methods applied in the post-transplant period, the initiation of late graft loss could rarely be detected before the overt graft loss observed via uncontrolled blood glucose level. Thus, we retrospectively analyzed the gene expression profiles in 2 rhesus monkey recipients using peripheral blood RNA-sequencing (RNA-seq) data to find out the potential cause(s) of late graft loss. Bioinformatic analyses showed that highly relevant immunological pathways were activated in the animal which experienced late graft failure. Further connectivity analyses revealed that the activation of T cell signaling pathways was the most prominent, suggesting that T cell-mediated graft rejection could be the cause of the late-phase islet loss. Indeed, the porcine islets in the biopsied monkey liver samples were heavily infiltrated with CD3+ T cells. Furthermore, hypothesis test using a computational experiment reinforced our conclusion. Taken together, we suggest that bioinformatics analyses with peripheral blood RNA-seq could unveil the cause of insidious late islet graft loss.
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Affiliation(s)
- Hyun-Je Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, 03080, Republic of Korea
- Department of Dermatology and the Laboratory of Inflammatory Skin Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ji Hwan Moon
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, 08826, Republic of Korea
- Department of Biological Sciences, University at Buffalo, Buffalo, NY, 14260, USA
| | - Hyunwoo Chung
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, 03080, Republic of Korea
| | - Jun-Seop Shin
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Bongi Kim
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Jong-Min Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Jung-Sik Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Il-Hee Yoon
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Byoung-Hoon Min
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Seong-Jun Kang
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, 03080, Republic of Korea
| | - Yong-Hee Kim
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Kyuri Jo
- Department of Computer Engineering, Chungbuk National University, Cheongju, 28644, Republic of Korea
| | - Joungmin Choi
- Division of Computer Science, Sookmyung Women's University, Seoul, 04310, Republic of Korea
| | - Heejoon Chae
- Division of Computer Science, Sookmyung Women's University, Seoul, 04310, Republic of Korea
| | - Won-Woo Lee
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, 03080, Republic of Korea
| | - Sun Kim
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, 08826, Republic of Korea.
- Bioinformatics Institute, Department of Computer Science and Engineering, Seoul National University, Seoul, 08826, Republic of Korea.
- Department of Computer Science & Engineering, Seoul National University, Seoul, 08826, Republic of Korea.
| | - Chung-Gyu Park
- Xenotransplantation Research Center, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
- Department of Microbiology and Immunology, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, 03080, Republic of Korea.
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
- Institute of Endemic Diseases, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.
- Biomedical Research Institute, Seoul National University Hospital, Seoul, 03080, Republic of Korea.
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100
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Abstract
Within the framework of Fisher's discriminant analysis, we propose a multiclass classification method which embeds variable screening for ultrahigh-dimensional predictors. Leveraging interfeature correlations, we show that the proposed linear classifier recovers informative features with probability tending to one and can asymptotically achieve a zero misclassification rate. We evaluate the finite sample performance of the method via extensive simulations and use this method to classify posttransplantation rejection types based on patients' gene expressions.
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Affiliation(s)
- Yanming Li
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Hyokyoung G Hong
- Department of Statistics and Probability, Michigan State University, East Lansing, Michigan
| | - Yi Li
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
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