1
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Nellore A, Zumaquero E, Seifert M. T-bet+ B Cells in Humans: Protective and Pathologic Functions. Transplantation 2023:00007890-990000000-00613. [PMID: 38051131 PMCID: PMC11150333 DOI: 10.1097/tp.0000000000004889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2023]
Abstract
The humoral immune system comprises B cells and plasma cells, which play important roles in organ transplantation, ranging from the production of both protective and injurious antibodies as well as cytokines that can promote operational tolerance. Recent data from conditions outside of transplantation have identified a novel human B-cell subset that expresses the transcription factor T-bet and exerts pleiotropic functions by disease state. Here, we review the generation, activation, and functions of the T-bet+ B-cell subset outside of allotransplantation, and consider the relevance of this subset as mediators of allograft injury.
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Affiliation(s)
- Anoma Nellore
- Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, AL
| | - Esther Zumaquero
- Department of Microbiology, University of Alabama at Birmingham, Birmingham, AL
| | - Michael Seifert
- Division of Pediatric Nephrology, University of Alabama at Birmingham, Birmingham, AL
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2
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Lee HK, Jung NH, Lee DE, Lee H, Yang J, Kim YS, Han SS, Han N, Kim IW, Oh JM. Discovery of Biomarkers Related to Interstitial Fibrosis and Tubular Atrophy among Kidney Transplant Recipients by mRNA-Sequencing. J Pers Med 2023; 13:1242. [PMID: 37623492 PMCID: PMC10455123 DOI: 10.3390/jpm13081242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/28/2023] [Accepted: 08/08/2023] [Indexed: 08/26/2023] Open
Abstract
Interstitial fibrosis and tubular atrophy (IF/TA) after kidney transplantation causes a chronic deterioration of graft function. IF/TA can be diagnosed by means of a graft biopsy, which is a necessity as non-invasive diagnostic methods are unavailable. In this study, we identified IF/TA-related differentially expressed genes (DEGs) through next-generation sequencing using peripheral blood mononuclear cells. Blood samples from kidney transplant recipients undergoing standard immunosuppressive therapy (tacrolimus/mycophenolate mofetil or mycophenolate sodium/steroid) and diagnosed as IF/TA (n = 41) or normal (controls; n = 41) at their one-year protocol biopsy were recruited between January of 2020 and August of 2020. DEGs were derived through mRNA sequencing and validated by means of a quantitative real-time polymerase chain reaction. We identified 34 DEGs related to IF/TA. ADAMTS2, PLIN5, CLDN9, and KCNJ15 demonstrated a log2(fold change) of >1.5 and an area under the receiver operating characteristic curve (AUC) value of >0.6, with ADAMTS2 showing the largest AUC value and expression levels, which were 3.5-fold higher in the IF/TA group relative to that observed in the control group. We identified and validated DEGs related to IF/TA progression at one-year post-transplantation. Specifically, we identified ADAMTS2 as a potential IF/TA biomarker.
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Affiliation(s)
- Hyun Kyung Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
| | - Na Hyun Jung
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
| | - Da Eun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
| | - Hajeong Lee
- Division of Nephrology, Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea (Y.S.K.)
- Internal Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Jaeseok Yang
- Transplantation Center, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Division of Nephrology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul 03722, Republic of Korea
| | - Yon Su Kim
- Division of Nephrology, Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea (Y.S.K.)
- Internal Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Seung Seok Han
- Division of Nephrology, Department of Internal Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea (Y.S.K.)
- Internal Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Nayoung Han
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
- College of Pharmacy, Jeju National University, Jeju 63243, Republic of Korea
| | - In-Wha Kim
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
| | - Jung Mi Oh
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (H.K.L.)
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3
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Ba R, Geffard E, Douillard V, Simon F, Mesnard L, Vince N, Gourraud PA, Limou S. Surfing the Big Data Wave: Omics Data Challenges in Transplantation. Transplantation 2022; 106:e114-e125. [PMID: 34889882 DOI: 10.1097/tp.0000000000003992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
In both research and care, patients, caregivers, and researchers are facing a leap forward in the quantity of data that are available for analysis and interpretation, marking the daunting "big data era." In the biomedical field, this quantitative shift refers mostly to the -omics that permit measuring and analyzing biological features of the same type as a whole. Omics studies have greatly impacted transplantation research and highlighted their potential to better understand transplant outcomes. Some studies have emphasized the contribution of omics in developing personalized therapies to avoid graft loss. However, integrating omics data remains challenging in terms of analytical processes. These data come from multiple sources. Consequently, they may contain biases and systematic errors that can be mistaken for relevant biological information. Normalization methods and batch effects have been developed to tackle issues related to data quality and homogeneity. In addition, imputation methods handle data missingness. Importantly, the transplantation field represents a unique analytical context as the biological statistical unit is the donor-recipient pair, which brings additional complexity to the omics analyses. Strategies such as combined risk scores between 2 genomes taking into account genetic ancestry are emerging to better understand graft mechanisms and refine biological interpretations. The future omics will be based on integrative biology, considering the analysis of the system as a whole and no longer the study of a single characteristic. In this review, we summarize omics studies advances in transplantation and address the most challenging analytical issues regarding these approaches.
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Affiliation(s)
- Rokhaya Ba
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Département Informatique et Mathématiques, Ecole Centrale de Nantes, Nantes, France
| | - Estelle Geffard
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Venceslas Douillard
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Françoise Simon
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Mount Sinai School of Medicine, New York, NY
| | - Laurent Mesnard
- Urgences Néphrologiques et Transplantation Rénale, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Paris, France
- Sorbonne Université, Paris, France
| | - Nicolas Vince
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Pierre-Antoine Gourraud
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
| | - Sophie Limou
- Université de Nantes, Centre Hospitalier Universitaire Nantes, Institute of Health and Medical Research, Centre de Recherche en Transplantation et Immunologie, UMR 1064, Institut de Transplantation Urologie-Néphrologie, Nantes, France
- Département Informatique et Mathématiques, Ecole Centrale de Nantes, Nantes, France
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4
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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] [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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5
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Kidney allograft fibrosis: what we learned from latest translational research studies. J Nephrol 2020; 33:1201-1211. [PMID: 32193834 DOI: 10.1007/s40620-020-00726-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 03/12/2020] [Indexed: 02/07/2023]
Abstract
To add new molecular and pathogenetic insights into the biological machinery associated to kidney allograft fibrosis is a major research target in nephrology and organ transplant translational medicine. Interstitial fibrosis associated to tubular atrophy (IF/TA) is, in fact, an inevitable and progressive process that occurs in almost every type of chronic allograft injury (particularly in grafts from expanded criteria donors) characterized by profound remodeling and excessive production/deposition of fibrillar extracellular matrix (ECM) with a great clinical impact. IF/TA is detectable in more than 50% of kidney allografts at 2 years. However, although well studied, the complete cellular/biological network associated with IF/TA is only partially evaluated. In the last few years, then, thanks to the introduction of new biomolecular technologies, inflammation in scarred/fibrotic parenchyma areas (recently acknowledged by the BANFF classification) has been recognized as a pivotal element able to accelerate the onset and development of the allograft chronic damage. Therefore, in this review, we focused on some new pathogenetic elements involved in graft fibrosis (including epithelial/endothelial to mesenchymal transition, oxidative stress, activation of Wnt and Hedgehog signaling pathways, fatty acids oxidation and cellular senescence) that, in our opinion, could become in future good candidates as potential biomarkers and therapeutic targets.
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6
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Al-Nedawi K, Haas-Neill S, Gangji A, Ribic CM, Kapoor A, Margetts P. Circulating microvesicle protein is associated with renal transplant outcome. Transpl Immunol 2019; 55:101210. [PMID: 31226423 DOI: 10.1016/j.trim.2019.06.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 06/13/2019] [Accepted: 06/13/2019] [Indexed: 12/20/2022]
Abstract
Renal transplantation is an effective therapy with improved long-term outcomes compared with other therapies for end stage renal disease. Present methods for evaluating kidney allograft function, such as serum creatinine or allograft biopsy, are not sensitive and identify pathological changes only after any potential intervention would be effective. Thus, there is a necessity for biomarkers that would provide early prognostic information about kidney transplant outcomes. Circulating microvesicles represent an attractive source of biomarkers for different diseases including renal failure. We have studied the proteins of the circulating microvesicles from two populations of kidney transplant recipients (n = 20) with poor transplant outcomes (n = 10) or good transplant outcome (n = 10), according to their estimated glomerular filtration rate (eGFR). Microvesicles from age-matched healthy subjects (n = 10) were used as a control. Also, we performed a pilot study to assess the microvesicle protein in kidney transplant recipients before and six months after kidney transplant (n = 6), compared to healthy subjects. Proteomic analysis of microvesicles could discriminate between transplant recipients and healthy subjects, and between transplant patients based on eGFR. Our results shed light on the potential of blood microvesicles to provide a novel tool for the prediction of the outcome of kidney transplants.
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Affiliation(s)
- Khalid Al-Nedawi
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada.
| | - Sandor Haas-Neill
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada
| | - Azim Gangji
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada
| | - Christine M Ribic
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada
| | - Anil Kapoor
- St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada; Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Peter Margetts
- Division of Nephrology, Department of Medicine, McMaster University, Hamilton, Ontario, Canada; St. Joseph's Healthcare Research Institute & Hamilton Center for Kidney Research, Canada
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7
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Marx D, Metzger J, Olagne J, Belczacka I, Faguer S, Colombat M, Husi H, Mullen W, Gwinner W, Caillard S. Proteomics in Kidney Allograft Transplantation—Application of Molecular Pathway Analysis for Kidney Allograft Disease Phenotypic Biomarker Selection. Proteomics Clin Appl 2019; 13:e1800091. [DOI: 10.1002/prca.201800091] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 01/10/2019] [Indexed: 02/06/2023]
Affiliation(s)
- David Marx
- Nephrology – Transplantation DepartmentUMR_S. INSERM UMR_S 1109ImmunoRhumatologie MoléculaireFédération Hospitalo‐Universitaire OMICAREFédération de Médecine Translationnelle de StrasbourgInstitut d'Immunologie et d'Hématologie 67085 Strasbourg France
- Laboratoire de Spectrométrie de Masse BioOrganiqueUniversity of StrasbourgCentre National de la Recherche ScientifiqueInstitut Pluridisciplinaire Hubert Curien UMR 7178 67037 Strasbourg France
| | | | - Jérôme Olagne
- Nephrology – Transplantation DepartmentUMR_S. INSERM UMR_S 1109ImmunoRhumatologie MoléculaireFédération Hospitalo‐Universitaire OMICAREFédération de Médecine Translationnelle de StrasbourgInstitut d'Immunologie et d'Hématologie 67085 Strasbourg France
- Department of PathologyUniversity Hospital of Strasbourg 67091 Strasbourg France
| | | | - Stanislas Faguer
- Department of Nephrology and Organ TransplantationUniversity Hospital of Toulouse 31059 Toulouse France
- Institut National de la Santé et de la Recherche Médicale (INSERM)Institut of Cardiovascular and Metabolic Disease U1048 31432 Toulouse France
- Université Toulouse III Paul‐Sabatier 31330 Toulouse France
| | - Magali Colombat
- Department of PathologyCancer University Institute of Toulouse 31100 Toulouse France
| | - Holger Husi
- Division of Biomedical SciencesCentre for Health ScienceUniversity of the Highlands and Islands Inverness IV2 3JH UK
| | - William Mullen
- Institute of Cardiovascular and Medical SciencesUniversity of Glasgow Glasgow G12 8TA United Kingdom
| | - Wilfried Gwinner
- Department of NephrologyHannover Medical School 30625 Hannover Germany
| | - Sophie Caillard
- Nephrology – Transplantation DepartmentUMR_S. INSERM UMR_S 1109ImmunoRhumatologie MoléculaireFédération Hospitalo‐Universitaire OMICAREFédération de Médecine Translationnelle de StrasbourgInstitut d'Immunologie et d'Hématologie 67085 Strasbourg France
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8
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Nariman‐Saleh‐Fam Z, Bastami M, Ardalan M, Sharifi S, Hosseinian Khatib SM, Zununi Vahed S. Cell‐free microRNA‐148a is associated with renal allograft dysfunction: Implication for biomarker discovery. J Cell Biochem 2018; 120:5737-5746. [DOI: 10.1002/jcb.27860] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Accepted: 09/19/2018] [Indexed: 12/21/2022]
Affiliation(s)
- Ziba Nariman‐Saleh‐Fam
- Women’s Reproductive Health Research Center, Tabriz University of Medical Sciences Tabriz Iran
| | - Milad Bastami
- Department of Medical Genetics Faculty of Medicine, Tabriz University of Medical Sciences Tabriz Iran
| | | | - Simin Sharifi
- Dental and Periodontal Research Center, Tabriz University of Medical Sciences Tabriz Iran
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9
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Smith RN, Matsunami M, Adam BA, Rosales IA, Oura T, Cosimi AB, Kawai T, Mengel M, Colvin RB. RNA expression profiling of nonhuman primate renal allograft rejection identifies tolerance. Am J Transplant 2018; 18:1328-1339. [PMID: 29288556 PMCID: PMC6021122 DOI: 10.1111/ajt.14637] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 11/01/2017] [Accepted: 12/01/2017] [Indexed: 01/25/2023]
Abstract
Tolerance induction to prevent allograft rejection is a long-standing clinical goal. However, convincing and dependable tolerance identification remains elusive. Hypothesizing that intragraft RNA expression is informative in both rejection and tolerance, we profile intrarenal allograft RNA expression in a mixed chimerism renal allograft model of cynomolgus monkeys and identify biologically significant tolerance. Analysis of 67 genes identified 3 dominant factors, each with a different pattern of gene expressions, relating to T cell-mediated rejection (TCMR), chronic antibody-mediated rejection (CAMR), or Tolerance. Clustering these 3 factors created 9 groups. One of the 9 clustered groups, the Tolerance cluster, showed the lowest probability of terminal rejection, the longest duration of allograft survival, and the lowest relative risk of terminal rejection. The Tolerance factor consists of a novel set of gene expressions including cytokine and immunoregulatory genes adding mechanistic insights into tolerance. The Tolerance factor could not be identified within current pathologic diagnostic categories. The TCMR and CAMR factors are dominant to the Tolerance factor, causing rejection even if the Tolerance factor is present. These 3 factors determine the probability of terminal rejection or tolerance. This novel a posteriori approach permits identification of pathways of rejection, including tolerance.
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Affiliation(s)
- R. N. Smith
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - M. Matsunami
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - B. A. Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - I. A. Rosales
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - T. Oura
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - A. B. Cosimi
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - T. Kawai
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - M. Mengel
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
| | - R. B. Colvin
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, MA, USA
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10
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Smith R, Adam B, Rosales I, Matsunami M, Oura T, Cosimi A, Kawai T, Mengel M, Colvin R. RNA expression profiling of renal allografts in a nonhuman primate identifies variation in NK and endothelial gene expression. Am J Transplant 2018; 18:1340-1350. [PMID: 29286578 PMCID: PMC5992005 DOI: 10.1111/ajt.14639] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Revised: 11/01/2017] [Accepted: 12/12/2017] [Indexed: 01/25/2023]
Abstract
RNA transcript expression estimates are a promising method to study the mechanisms and classification of renal allograft rejections. Here we use the Nanostring platform to profile RNA expression in renal allografts in a nonhuman primate (NHP), the Cynomolgus monkey. We analyzed protocol and indication 278 archival renal allograft samples, both protocol and indication from 76 animals with diagnoses of chronic antibody-mediated rejection (CAMR), acute cellular rejection (TCMR), and MIXED (both CAMR and TCMR), plus normals and samples with no pathological rejection using a Cynomolgus-specific probe set of 67 genes. Analysis identified RNA expression heterogeneity of endothelial and NK genes within CAMR and TCMR, including the stages of CAMR. Three factors were partitioned into additional groups. One group with the longest allograft survival time is pure CAMR without NK or CD3. Three mixed groups show variation in NK and CD3. TCMR was split into 2 groups with variation in NK genes. Additional validation of the complete gene-set correlated many of the genes with diagnoses of CAMR, MIXED, and TCMR rejections and with Banff histologic criteria defined in human subjects. These NHP data demonstrate the utility of RNA expression profiling to identify additional heterogeneity of endothelial and NK RNA gene expressions.
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Affiliation(s)
- R.N. Smith
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - B.A. Adam
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - I.A. Rosales
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - M. Matsunami
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - T. Oura
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - A.B. Cosimi
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - T. Kawai
- Department of Surgery, Harvard Medical School and Massachusetts General Hospital, Boston, USA
| | - M. Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada
| | - R.B. Colvin
- Department of Pathology, Harvard Medical School and Massachusetts General Hospital, Boston, USA
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11
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Mezni I, Galichon P, Mongi Bacha M, Xu-Dubois YC, Sfar I, Buob D, Benbouzid S, Goucha R, Gorgi Y, Abderrahim E, Ounissi M, Dahan K, Ouali N, Hertig A, Brocheriou I, Raies A, Ben Abdallah T, Rondeau É. Urinary mRNA analysis of biomarkers to epithelial mesenchymal transition of renal allograft. Nephrol Ther 2018; 14:153-161. [PMID: 29325696 DOI: 10.1016/j.nephro.2017.09.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Revised: 07/14/2017] [Accepted: 09/17/2017] [Indexed: 01/30/2023]
Abstract
Renal allograft loss is most often a chronic process, irrespective of the mechanism at stake. In this prospective study, we studied the expression of epithelial to mesenchymal transition (EMT) markers vimentin and β-catenin by immunohistochemistry in the surveillance biopsy and measured the mRNA encoding vimentin (VIM), CD45, GAPDH and uroplakin 1a (UPK) by quantitative PCR in urinary cells in 75 renal transplant patients. The aim is to establish a simple screening test for chronic renal allograft dysfunction. We found that the value of the mRNA of vimentin and CD45 relative to the uroplakin 1a (UPK) mRNA is correlated with the score in vimentin immunostaining in routine biopsies. These biomarkers could be used as a noninvasive tool to monitor the renal graft fibrogenesis. This test could be used for early detection of fibrotic diseases of the kidney transplant.
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Affiliation(s)
- Imen Mezni
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia.
| | - Pierre Galichon
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Urgences néphrologiques et transplantation rénale, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Mohammed Mongi Bacha
- Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia; Service de médecine interne A, EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Yi-Chun Xu-Dubois
- Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Service de santé publique, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Imen Sfar
- Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - David Buob
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Service d'anatomie pathologique, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Sabrina Benbouzid
- Service d'urologie, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Rim Goucha
- Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia; Service de médecine interne A, EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Yousr Gorgi
- Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Ezzedine Abderrahim
- Service de médecine interne A, EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Mondher Ounissi
- Service de médecine interne A, EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Karine Dahan
- Service de néphrologie et dialyses, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Nacera Ouali
- Urgences néphrologiques et transplantation rénale, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Alexandre Hertig
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Urgences néphrologiques et transplantation rénale, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Isabelle Brocheriou
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Service d'anatomie pathologique, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
| | - Aly Raies
- Laboratoire des microorganismes et biomolécules actives, faculté des sciences de Tunis, université de Tunis El-Manar, 20, rue de Tolède, 2092 Tunis, Tunisia
| | - Taieb Ben Abdallah
- Laboratoire de recherche d'immunologie de la transplantation rénale et d'immunopathologie (LR03SP01), EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia; Service de médecine interne A, EPS Charles-Nicolle, boulevard du 9-Avril-1938, 1006 Tunis, Tunisia
| | - Éric Rondeau
- Sorbonne universités, université Pierre-et-Marie-Curie, 4, place Jussieu, 75005 Paris, France; Inserm UMR_S1155, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France; Urgences néphrologiques et transplantation rénale, hôpital Tenon, 4, rue de la Chine, 75020 Paris, France
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12
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The Use of Genomics and Pathway Analysis in Our Understanding and Prediction of Clinical Renal Transplant Injury. Transplantation 2017; 100:1405-14. [PMID: 26447506 DOI: 10.1097/tp.0000000000000943] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The development and application of high-throughput molecular profiling have transformed the study of human diseases. The problem of handling large, complex data sets has been facilitated by advances in complex computational analysis. In this review, the recent literature regarding the application of transcriptional genomic information to renal transplantation, with specific reference to acute rejection, acute kidney injury in allografts, chronic allograft injury, and tolerance is discussed, as is the current published data regarding other "omics" strategies-proteomics, metabolomics, and the microRNA transcriptome. These data have shed new light on our understanding of the pathogenesis of specific disease conditions after renal transplantation, but their utility as a biomarker of disease has been hampered by study design and sample size. This review aims to highlight the opportunities and obstacles that exist with genomics and other related technologies to better understand and predict renal allograft outcome.
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Abstract
All causes of renal allograft injury, when severe and/or sustained, can result in chronic histological damage of which interstitial fibrosis and tubular atrophy are dominant features. Unless a specific disease process can be identified, what drives interstitial fibrosis and tubular atrophy progression in individual patients is often unclear. In general, clinicopathological factors known to predict and drive allograft fibrosis include graft quality, inflammation (whether "nonspecific" or related to a specific diagnosis), infections, such as polyomavirus-associated nephropathy, calcineurin inhibitors (CNI), and genetic factors. The incidence and severity of chronic histological damage have decreased substantially over the last 3 decades, but it is difficult to disentangle what effects individual innovations (eg, better matching and preservation techniques, lower CNI dosing, BK viremia screening) may have had. There is little evidence that CNI-sparing/minimization strategies, steroid minimization or renin-angiotensin-aldosterone system blockade result in better preservation of intermediate-term histology. Treatment of subclinical rejections has only proven beneficial to histological and functional outcome in studies in which the rate of subclinical rejection in the first 3 months was greater than 10% to 15%. Potential novel antifibrotic strategies include antagonists of transforming growth factor-β, connective tissue growth factor, several tyrosine kinase ligands (epidermal growth factor, platelet-derived growth factor, vascular endothelial growth factor), endothelin and inhibitors of chemotaxis. Although many of these drugs are mainly being developed and marketed for oncological indications and diseases, such as idiopathic pulmonary fibrosis, a number may hold promise in the treatment of diabetic nephropathy, which could eventually lead to applications in renal transplantation.
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Affiliation(s)
- Thomas Vanhove
- 1 Department of Microbiology and Immunology, KU Leuven-University of Leuven, Leuven, Belgium. 2 Department of Nephrology and Renal Transplantation, University Hospitals Leuven, Leuven, Belgium. 3 Department of Pathology, University Medical Center Utrecht, Utrecht, the Netherlands
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Intragraft transcriptional profiling of renal transplant patients with tubular dysfunction reveals mechanisms underlying graft injury and recovery. Hum Genomics 2016; 10:2. [PMID: 26742487 PMCID: PMC4705764 DOI: 10.1186/s40246-015-0059-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 12/30/2015] [Indexed: 12/13/2022] Open
Abstract
Background Proximal tubular dysfunction (PTD) is associated with a decreased long-term graft survival in renal transplant patients and can be detected by the elevation of urinary tubular proteins. This study investigated transcriptional changes in biopsies from renal transplant patients with PTD to disclose molecular mechanisms underlying graft injury and functional recovery. Methods Thirty-three renal transplant patients with high urinary levels of retinol-binding protein, a biomarker of PTD, were enrolled in the study. The initial immunosuppressive scheme included azathioprine, cyclosporine, and steroids. After randomization, 18 patients (group 2) had their treatment modified by reducing cyclosporine dosage and substituting azathioprine for mycophenolate mofetil, while the other 15 patients (group 1) remained under the initial scheme. Patients were biopsied at enrollment and after 12 months of follow-up, and paired comparisons were performed between their intragraft gene expression profiles. The differential transcriptome profiles were analyzed by constructing gene co-expression networks and identifying enriched functions and central nodes in each network. Results Only the alternative immunosuppressive scheme used in group 2 ameliorated renal function and tubular proteinuria after 12 months of follow-up. Intragraft molecular changes observed in group 2 were linked to autophagy, extracellular matrix, and adaptive immunity. Conversely, gene expression changes in group 1 were related to fibrosis, endocytosis, ubiquitination, and endoplasmic reticulum stress. Conclusion These results suggest that molecular networks associated with the control of endocytosis, autophagy, protein overload, fibrosis, and adaptive immunity may be involved in improvement of graft function. Electronic supplementary material The online version of this article (doi:10.1186/s40246-015-0059-6) contains supplementary material, which is available to authorized users.
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15
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Shrestha BM, Haylor J. Biological pathways and potential targets for prevention and therapy of chronic allograft nephropathy. BIOMED RESEARCH INTERNATIONAL 2014; 2014:482438. [PMID: 24971332 PMCID: PMC4058292 DOI: 10.1155/2014/482438] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 05/04/2014] [Indexed: 02/08/2023]
Abstract
Renal transplantation (RT) is the best option for patients with end-stage renal disease, but the half-life is limited to a decade due to progressive deterioration of renal function and transplant failure from chronic allograft nephropathy (CAN), which is the leading cause of transplant loss. Extensive research has been done to understand the pathogenesis, the biological pathways of fibrogenesis, and potential therapeutic targets for the prevention and treatment of CAN. Despite the advancements in the immunosuppressive agents and patient care, CAN continues to remain an unresolved problem in renal transplantation. The aim of this paper is to undertake a comprehensive review of the literature on the pathogenesis, biological pathways of RT fibrogenesis, and potential therapeutic targets for the prevention and therapy of CAN.
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Affiliation(s)
- Badri Man Shrestha
- Division of Renal Transplantation, Sheffield Kidney Institute, Northern General Hospital, Herries Road, Sheffield S5 7AU, UK
| | - John Haylor
- Division of Renal Transplantation, Sheffield Kidney Institute, Northern General Hospital, Herries Road, Sheffield S5 7AU, UK
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Fuquay R, Renner B, Kulik L, McCullough JW, Amura C, Strassheim D, Pelanda R, Torres R, Thurman JM. Renal ischemia-reperfusion injury amplifies the humoral immune response. J Am Soc Nephrol 2013; 24:1063-72. [PMID: 23641055 DOI: 10.1681/asn.2012060560] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Renal transplant recipients who experience delayed graft function have increased risks of rejection and long-term graft failure. Ischemic damage is the most common cause of delayed graft function, and although it is known that tissue inflammation accompanies renal ischemia, it is unknown whether renal ischemia affects the production of antibodies by B lymphocytes, which may lead to chronic humoral rejection and allograft failure. Here, mice immunized with a foreign antigen 24-96 hours after renal ischemia-reperfusion injury developed increased levels of antigen-specific IgG1 compared with sham-treated controls. This amplified IgG1 response did not follow unilateral ischemia, and it did not occur in response to a T-independent antigen. To test whether innate immune activation in the kidney after ischemia affects the systemic immune response to antigen, we repeated the immunization experiment using mice deficient in factor B that lack a functional alternative pathway of complement. Renal ischemia-reperfusion injury did not cause amplification of the antigen-specific antibodies in these mice, suggesting that the increased immune response requires a functional alternative pathway of complement. Taken together, these data suggest that ischemic renal injury leads to a rise in antibody production, which may be harmful to renal allografts, possibly explaining a mechanism underlying the link between delayed graft function and long-term allograft failure.
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Affiliation(s)
- Richard Fuquay
- Division of Renal Disease and Hypertension, University of Colorado Denver Health Science Center, Aurora, Colorado 80045, USA
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Domanski L, Kłoda K, Pawlik A, Wisniewska M, Kwiatkowska E, Kurzawski M, Safranow K, Ciechanowski K. Correlation between ICAM1 and VCAM1 gene polymorphisms and histopathological changes in kidney allograft biopsies. Arch Med Sci 2013; 9:276-82. [PMID: 23671438 PMCID: PMC3648810 DOI: 10.5114/aoms.2012.29218] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2011] [Revised: 06/16/2011] [Accepted: 07/26/2011] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION The immunoglobulin-like molecules intercellular adhesion molecule-1 (ICAM-1) and vascular adhesion molecule-1 (VCAM-1) are responsible for endothelial cell-leukocyte adhesion followed by transmigration of leukocytes through the endothelial cell lining. The aim of this study was to examine the correlation between polymorphisms in ICAM1 and VCAM1 genes and histopathological changes in transplanted kidney biopsies. MATERIAL AND METHODS The study enrolled 82 Caucasian renal transplant recipients (48 males, 34 females). Genotyping of the rs5498 ICAM1 and the rs1041163 and rs3170794 VCAM1 gene polymorphisms was performed using real-time polymerase chain reaction (PCR). Biopsies were performed in 82 patients and were reviewed by a renal pathologist and the Banff working classification criteria were used. RESULTS There were no significant associations between VCAM gene polymorphisms and histopathological changes in kidney allograft biopsies. ICAM1 gene polymorphism was associated with the grade of interstitial fibrosis. Interstitial fibrosis was more severe among individuals with the G allele than those with the A allele (AA vs. GG+AG, p = 0.017). There were no statistically significant associations between ICAM1 gene polymorphism and other histopathological changes in kidney allograft biopsies. CONCLUSIONS The results of our study suggest that rs5498 ICAM1 gene polymorphism is associated with the grade of interstitial fibrosis in kidney recipients and the changes are more severe in patients with the G allele.
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Affiliation(s)
- Leszek Domanski
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Karolina Kłoda
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Andrzej Pawlik
- Department of Pharmacology, Pomeranian Medical University, Szczecin, Poland
| | - Magda Wisniewska
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Ewa Kwiatkowska
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Mateusz Kurzawski
- Department of Pharmacology, Pomeranian Medical University, Szczecin, Poland
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Szczecin, Poland
| | - Kazimierz Ciechanowski
- Department of Nephrology, Transplantology and Internal Medicine, Pomeranian Medical University, Szczecin, Poland
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Congy-Jolivet N, Drocourt D, Portet S, Tiraby G, Blancher A. Production and characterization of chimeric anti-HLA monoclonal antibodies targeting public epitopes as tools for standardizations of the anti-HLA antibody detection. J Immunol Methods 2013; 390:41-51. [DOI: 10.1016/j.jim.2013.01.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2012] [Revised: 01/14/2013] [Accepted: 01/16/2013] [Indexed: 10/27/2022]
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Discovery and validation of a molecular signature for the noninvasive diagnosis of human renal allograft fibrosis. Transplantation 2012; 93:1136-46. [PMID: 22592886 DOI: 10.1097/tp.0b013e31824ef181] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Tubulointerstitial fibrosis (fibrosis), a histologic feature associated with a failing kidney allograft, is diagnosed using the invasive allograft biopsy. A noninvasive diagnostic test for fibrosis may help improve allograft outcome. METHODS We obtained 114 urine specimens from 114 renal allograft recipients: 48 from 48 recipients with fibrosis in their biopsy results and 66 from 66 recipients with normal biopsy results. Levels of messenger RNAs (mRNAs) in urinary cells were measured using kinetic, quantitative polymerase chain reaction assays, and the levels were related to allograft diagnosis. A discovery set of 76 recipients (32 with allograft fibrosis and 44 with normal biopsy results) was used to develop a diagnostic signature, and an independent validation set of 38 recipients (16 with allograft fibrosis and 22 with normal biopsy results) was used to validate the signature. RESULTS In the discovery set, urinary cell levels of the following mRNAs were significantly associated with the presence of allograft fibrosis: vimentin (P<0.0001, logistic regression model), hepatocyte growth factor (P<0.0001), α-smooth muscle actin (P<0.0001), fibronectin 1 (P<0.0001), perforin (P=0.0002), plasminogen activator inhibitor 1 (P=0.0002), transforming growth factor β1 (P=0.0004), tissue inhibitor of metalloproteinase 1 (P=0.0009), granzyme B (P=0.0009), fibroblast-specific protein 1 (P=0.006), CD103 (P=0.02), and collagen 1A1 (P=0.04). A four-gene model composed of the levels of mRNA for vimentin, NKCC2, and E-cadherin and of 18S ribosomal RNA provided the most accurate, parsimonious diagnostic model of allograft fibrosis with a sensitivity of 93.8% and a specificity of 84.1% (P<0.0001). In the independent validation set, this same model predicted the presence of allograft fibrosis with a sensitivity of 77.3% and a specificity of 87.5% (P<0.0001). CONCLUSIONS Measurement of mRNAs in urinary cells may offer a noninvasive means of diagnosing fibrosis in human renal allografts.
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van de Berg PJEJ, Hoevenaars EC, Yong SL, van Donselaar-van der Pant KAMI, van Tellingen A, Florquin S, van Lier RAW, Bemelman FJ, ten Berge IJM. Circulating lymphocyte subsets in different clinical situations after renal transplantation. Immunology 2012; 136:198-207. [PMID: 22321054 DOI: 10.1111/j.1365-2567.2012.03570.x] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Phenotypic characterization of T and B lymphocytes allows the discrimination of functionally different subsets. Here, we questioned whether changes in peripheral lymphocyte subset distribution reflect specific clinical and histopathological entities after renal transplantation. Sixty-five renal transplant recipients with either histologically proven (sub)clinical acute rejection or chronic allograft dysfunction, or without abnormalities were studied for their peripheral lymphocyte subset composition and compared with 15 healthy control individuals. Naive, memory and effector CD8(+) T-cell counts were measured by staining for CD27, CD28 and CD45RO/RA. In addition, we studied the CD25(+) CD4(+) T-cell population for its composition regarding regulatory Foxp3(+) CD45RO(+) CD127(-) cells and activated CD45RO(+) CD127(+) cells. Naive, non-switched and switched memory B cells were defined by staining for IgD and CD27. We found a severe decrease in circulating effector-type CD8(+) T cells in recipients with chronic allograft dysfunction at 5 years after transplantation. Percentages of circulating CD25(+) CD127(low) CD4(+) regulatory T cells after transplantation were reduced, but we could not detect any change in the percentage of CD127(+) CD45RO(+) CD4(+) activated T cells in patients at any time or condition after renal transplantation. Regardless of clinical events, all renal transplant recipients showed decreased total B-cell counts and a more differentiated circulating B-cell pool than healthy individuals. The changes in lymphocyte subset distribution probably reflect the chronic antigenic stimulation that occurs in these transplant recipients. To determine the usefulness of lymphocyte subset-typing in clinical practice, large cohort studies are necessary.
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Scian MJ, Maluf DG, David KG, Archer KJ, Suh JL, Wolen AR, Mba MU, Massey HD, King AL, Gehr T, Cotterell A, Posner M, Mas V. MicroRNA profiles in allograft tissues and paired urines associate with chronic allograft dysfunction with IF/TA. Am J Transplant 2011; 11:2110-22. [PMID: 21794090 PMCID: PMC3184368 DOI: 10.1111/j.1600-6143.2011.03666.x] [Citation(s) in RCA: 139] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Despite the advances in immunosuppression, renal allograft attrition over time remains unabated due to chronic allograft dysfunction (CAD) with interstitial fibrosis (IF) and tubular atrophy (TA). We aimed to evaluate microRNA (miRNA) signatures in CAD with IF/TA and appraise correlation with paired urine samples and potential utility in prospective evaluation of graft function. MiRNA signatures were established between CAD with IF/TA versus normal allografts by microarray. Validation of the microarray results and prospective evaluation of urine samples was performed using real-time quantitative-PCR (RT-qPCR). Fifty-six miRNAs were identified in samples with CAD-IF/TA. Five miRNAs were selected for further validation based on array fold change, p-value and in silico predicted mRNA targets. We confirmed the differential expression of these five miRNAs by RT-qPCR using an independent set of samples. Differential expression was detected for miR-142-3p, miR-204, miR-107 and miR-211 (p < 0.001) and miR-32 (p < 0.05). Furthermore, differential expression of miR-142-3p (p < 0.01), miR-204 (p < 0.01) and miR-211 (p < 0.05) was also observed between patient groups in urine samples. A characteristic miRNA signature for IF/TA that correlates with paired urine samples was identified. These results support the potential use of miRNAs as noninvasive markers of IF/TA and for monitoring graft function.
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Affiliation(s)
- MJ Scian
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - DG Maluf
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - KG David
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - KJ Archer
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645,
Virginia Commonwealth University, Department of Biostatistics P.O. Box 980032, 730 East Broad Street, Room 3006, Richmond, VA 23298-0032
| | - JL Suh
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - AR Wolen
- Virginia Commonwealth University, Department of Human and Molecular Genetics P.O. Box 980033, 1101 East Marshall Street, Richmond, Virginia 23298-0033
| | - MU Mba
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - HD Massey
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - AL King
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - T Gehr
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - A Cotterell
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - M Posner
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645
| | - V Mas
- Virginia Commonwealth University, Department of Surgery P.O. Box 980645, 1200 E. Broad Street, Richmond, VA 23219-0645,
Virginia Commonwealth University, Department of Pathology PO Box 980662, 1101 E. Marshall Street, Richmond, VA 23298-0662,Corresponding author: Virginia Commonwealth University, Department of Surgery P.O. Box 980645 1200 E. Broad Street, Richmond VA 23219-0645
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Naesens M, Khatri P, Li L, Sigdel TK, Vitalone MJ, Chen R, Butte AJ, Salvatierra O, Sarwal MM. Progressive histological damage in renal allografts is associated with expression of innate and adaptive immunity genes. Kidney Int 2011; 80:1364-76. [PMID: 21881554 DOI: 10.1038/ki.2011.245] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The degree of progressive chronic histological damage is associated with long-term renal allograft survival. In order to identify promising molecular targets for timely intervention, we examined renal allograft protocol and indication biopsies from 120 low-risk pediatric and adolescent recipients by whole-genome microarray expression profiling. In data-driven analysis, we found a highly regulated pattern of adaptive and innate immune gene expression that correlated with established or ongoing histological chronic injury, and also with development of future chronic histological damage, even in histologically pristine kidneys. Hence, histologically unrecognized immunological injury at a molecular level sets the stage for the development of chronic tissue injury, while the same molecular response is accentuated during established and worsening chronic allograft damage. Irrespective of the hypothesized immune or nonimmune trigger for chronic allograft injury, a highly orchestrated regulation of innate and adaptive immune responses was found in the graft at the molecular level. This occurred months before histologic lesions appear, and quantitatively below the diagnostic threshold of classic T-cell or antibody-mediated rejection. Thus, measurement of specific immune gene expression in protocol biopsies may be warranted to predict the development of subsequent chronic injury in histologically quiescent grafts and as a means to titrate immunosuppressive therapy.
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Affiliation(s)
- Maarten Naesens
- Division of Nephrology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
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The role of EMT in renal fibrosis. Cell Tissue Res 2011; 347:103-16. [PMID: 21845400 DOI: 10.1007/s00441-011-1227-1] [Citation(s) in RCA: 225] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Accepted: 07/22/2011] [Indexed: 02/03/2023]
Abstract
It is clear that the well-described phenomenon of epithelial-mesenchymal transition (EMT) plays a pivotal role in embryonic development, wound healing, tissue regeneration, organ fibrosis and cancer progression. EMTs have been classified into three subtypes based on the functional consequences and biomarker context in which they are encountered. This review will highlight findings on type II EMT as a direct contributor to the kidney myofibroblast population in the development of renal fibrosis, specifically in diabetic nephropathy, the signalling molecules and the pathways involved in type II EMT and changes in the expression of specific miRNA with the EMT process. These findings have provided new insights into the activation and development of EMT during disease processes and may lead to possible therapeutic interventions to suppress EMTs and potentially reverse organ fibrosis.
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Mas VR, Mueller TF, Archer KJ, Maluf DG. Identifying biomarkers as diagnostic tools in kidney transplantation. Expert Rev Mol Diagn 2011; 11:183-96. [PMID: 21405969 DOI: 10.1586/erm.10.119] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
There is a critical need for biomarkers for early diagnosis, treatment response, and surrogate end point and outcome prediction in organ transplantation, leading to a tailored and individualized treatment. Genomic and proteomic platforms have provided multiple promising new biomarkers during the last few years. However, there is still no routine application of any of these markers in clinical transplantation. This article will discuss the existing gap between biomarker discovery and clinical application in the kidney transplant setting. Approaches to implementing biomarker monitoring into clinical practice will also be discussed.
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Affiliation(s)
- Valeria R Mas
- Molecular Transplant Research Laboratory, Transplant Division, Department of Surgery, Molecular Medicine Research Building, Virginia Commonwealth University, 1220 East Broad Street, Richmond, VA 23298, USA.
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Elaboration of gene expression-based clinical decision aids for kidney transplantation: where do we stand? Transplantation 2011; 91:691-6. [PMID: 21283062 DOI: 10.1097/tp.0b013e31820c4559] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Successful kidney transplant management throughout the graft lifespan depends on adequate diagnosis (i.e., recognition of a particular type of graft rejection or injury) and prognosis (i.e., predicting future events or outcome). The currently used methods (mainly graft histology, immunosuppressive drug level monitoring, measurement of renal function, and DSA) have proven highly useful on a population level by indicating good or bad outcome, but are difficult to translate into meaningful tests for individual patients. There is thus a need for diagnostic and predictive tests that add value by being more informative to each patient, more powerful, addressing more specific questions or providing less invasive interventions. Gene expression profiling using microarrays or quantitative PCR has become a benchmark in research into novel and informative monitoring assays for transplantation. A wealth of gene expression studies are reported in the literature spanning two decades. There is now a need for clinical validation so that such tests can become standardized and approved for widespread integration into the standard of care to improve outcome for kidney transplant recipients.
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Gene expression changes are associated with loss of kidney graft function and interstitial fibrosis and tubular atrophy: diagnosis versus prediction. Transplantation 2011; 91:657-65. [PMID: 21242883 DOI: 10.1097/tp.0b013e3182094a5a] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Loss of kidney graft function due to interstitial fibrosis (IF) and tubular atrophy (TA) is the most common cause of kidney allograft loss. METHODS One hundred one allograft tissues (26 samples with IF/TA, 17 normal allografts, and an independent biopsy group collected at 3 month [n=34] posttransplantation) underwent microarray analysis to identify early detection/diagnostic biomarkers of IF/TA. Profiling of 24 allograft biopsies collected at or after 9-month posttransplantation (range 9-18 months) was used for validation. Three-month posttransplantation biopsies were classified as IF/TA nonprogressors (group 1) or progressors (group 2) using graft function and histology at 9-month posttransplantation. RESULTS We identified 2223 differentially expressed probe sets between IF/TA and normal allograft biopsies using a Bonferroni correction. Genes up-regulated in IF/TA were primarily involved in pathways related to T-cell activation, natural killer cell-mediated cytotoxicity, and programmed cell death. A least absolute shrinkage and selection operator model was derived from the differentially expressed probe sets, resulting in a final model that included 10 probe sets and had 100% training set accuracy. The N-fold crossvalidated error was 2.4% (sensitivity 95.8% and specificity 100%). When 3-month biopsies were tested using the model, all the samples were classified as normal. However, evaluating gene expression of the 3-month biopsies and fitting a new penalized model, 100% sensitivity was observed in classifying the samples as group1 or 2. This model was evaluated in the sample set collected at or after 9-month posttransplantation. CONCLUSIONS An IF/TA gene expression signature was identified, and it was useful for diagnosis but not prediction. However, gene expression profiles at 3 months might predict IF/TA progression.
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Galichon P, Hertig A. Epithelial to mesenchymal transition as a biomarker in renal fibrosis: are we ready for the bedside? FIBROGENESIS & TISSUE REPAIR 2011; 4:11. [PMID: 21470408 PMCID: PMC3079627 DOI: 10.1186/1755-1536-4-11] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2010] [Accepted: 04/06/2011] [Indexed: 02/08/2023]
Abstract
Over the past two decades, the concept of the epithelial to mesenchymal transition (EMT) has been imported from embryology and oncology to fibrosis, particularly in the kidney. This interest in EMT in the context of renal fibrosis stems from observations of epithelial cells undergoing phenotypic changes reminiscent of fibroblasts. Whether EMT is actually a source of interstitial fibroblasts has been the subject of heated debate, and this controversy has caused physicians to neglect the value of EMT as a biomarker in renal fibrosis. In this review, we describe the evolution of the techniques used to detect EMT during fibrosing renal diseases, and what information they provide in the diagnosis of various renal diseases. Highlighting the great heterogeneity of these techniques and the need to standardize them, we warn against some misleading uses of EMT markers. We suggest using the association of vimentin and β-catenin for the diagnosis of EMT in renal pathology because it is both sensitive and prognostic, thus satisfying the properties required for a screening test. Finally, we discuss the potential interests to diagnose EMT for the comprehension of renal fibrosis and for clinical practice.
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Affiliation(s)
- Pierre Galichon
- Institut national de la santé et de la recherche médicale (INSERM), UMR S702, 4 rue de la Chine, Paris, 75020, France.
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Mengel M, Chang J, Kayser D, Gwinner W, Schwarz A, Einecke G, Broecker V, Famulski K, de Freitas DG, Guembes-Hidalgo L, Sis B, Haller H, Halloran PF. The molecular phenotype of 6-week protocol biopsies from human renal allografts: reflections of prior injury but not future course. Am J Transplant 2011; 11:708-18. [PMID: 21114657 DOI: 10.1111/j.1600-6143.2010.03339.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
We assessed the molecular phenotype of 107 6-week protocol biopsies from human renal allografts, using Affymetrix microarrays. Transcript changes were summarized as nonoverlapping pathogenesis-based transcript sets (PBTs) reflecting inflammation (T cells, macrophages, IFNG effects) and the injury-repair response of the parenchyma, stroma and microcirculation-increased ('injury-up') and decreased ('injury-down') transcripts. The molecular changes were highly correlated with each other, even when all rejection and borderline cases were excluded. Inflammation and injury-down PBTs correlated with histologic inflammation and tubulitis, and the inflammation transcripts were greater in kidneys diagnosed as T cell-mediated or borderline rejection. Injury-up PBTs did not correlate with histopathology but did correlate with kidney function: thus functional disturbances are represented in transcript changes but not in histopathology. PBT changes correlated with prior delayed graft function. However, there was little difference between live donor kidneys and deceased donor kidneys that had not shown delayed graft function. Molecular changes did not predict future biopsies for clinical indications, rejection episodes, functional deterioration or allograft loss. Thus while detecting T cell-mediated inflammation, the molecular phenotype of early protocol biopsies mostly reflects the injury-repair response to implantation stresses, and has little relationship to future events and outcomes.
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Affiliation(s)
- M Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Canada.
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Perkins D, Verma M, Park KJ. Advances of genomic science and systems biology in renal transplantation: a review. Semin Immunopathol 2011; 33:211-8. [PMID: 21318414 PMCID: PMC3082700 DOI: 10.1007/s00281-011-0243-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2010] [Accepted: 01/07/2011] [Indexed: 12/24/2022]
Abstract
The diagnosis of rejection in kidney transplant patients is based on histologic classification of a graft biopsy. The current “gold standard” is the Banff 97 criteria; however, there are several limitations in classifying rejection based on biopsy samples. First, a biopsy involves an invasive procedure. Second, there is significant variance among blinded pathologists in the interpretation of a biopsy. And third, there is also variance between the histology and the molecular profiles of a biopsy. To increase the positive predictive value of classifiers of rejection, a Banff committee is developing criteria that integrate histologic and molecular data into a unified classifier that could diagnose and prognose rejection. To develop the most appropriate molecular criteria, there have been studies by multiple groups applying omics technologies in attempts to identify biomarkers of rejection. In this review, we discuss studies using genome-wide data sets of the transcriptome and proteome to investigate acute rejection, chronic allograft dysfunction, and tolerance. We also discuss studies which focus on genetic biomarkers in urine and peripheral blood, which will provide clinicians with minimally invasive methods for monitoring transplant patients. We also discuss emerging technologies, including whole-exome sequencing and RNA-Seq and new bioinformatic and systems biology approaches, which should increase the ability to develop both biomarkers and mechanistic understanding of the rejection process.
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Affiliation(s)
- David Perkins
- Division of Nephrology, Department of Medicine, University of California San Diego, San Diego, CA, USA.
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Abstract
Chronic calcineurin inhibitor (CNI)-induced nephrotoxicity is associated with prolonged use of cyclosporine and tacrolimus and has been observed after all types of transplantation, as well as during treatment of autoimmune disease. Extensive alterations in the renal architecture including glomerular sclerosis, tubular atrophy and interstitial fibrosis may lead to end-stage renal failure. Increasing evidence shows that pharmacogenetic factors explain part of the between-patient differences in susceptibility to developing CNI-induced nephrotoxicity. In this paper this evidence is reviewed, with special emphasis on the role of genetic factors influencing metabolism and transportation of CNIs in both acceptor and donor.
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Park WD, Griffin MD, Cornell LD, Cosio FG, Stegall MD. Fibrosis with inflammation at one year predicts transplant functional decline. J Am Soc Nephrol 2010; 21:1987-97. [PMID: 20813870 DOI: 10.1681/asn.2010010049] [Citation(s) in RCA: 175] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Lack of knowledge regarding specific causes for late loss of kidney transplants hampers improvements in long-term allograft survival. Kidney transplants with both interstitial fibrosis and subclinical inflammation but not fibrosis alone after 1 year have reduced survival. This study tested whether fibrosis with inflammation at 1 year associates with decline of renal function in a low-risk cohort and characterized the nature of the inflammation. We studied 151 living-donor, tacrolimus/mycophenolate-treated recipients without overt risk factors for reduced graft survival. Transplants with normal histology (n = 86) or fibrosis alone (n = 45) on 1-year protocol biopsy had stable renal function between 1 and 5 years, whereas those with both fibrosis and inflammation (n = 20) exhibited a decline in GFR and reduced graft survival. Immunohistochemistry confirmed increased interstitial T cells and macrophages/dendritic cells in the group with both fibrosis and inflammation, and there was increased expression of transcripts related to innate and cognate immunity. Pathway- and pathologic process-specific analyses of microarray profiles revealed that potentially damaging immunologic activities were enriched among the overexpressed transcripts (e.g., Toll-like receptor signaling, antigen presentation/dendritic cell maturation, IFN-γ-inducible response, cytotoxic T lymphocyte-associated and acute rejection-associated genes). Therefore, the combination of fibrosis and inflammation in 1-year protocol biopsies associates with reduced graft function and survival as well as a rejection-like gene expression signature, even among recipients with no clinical risk factors for poor outcomes. Early interventions aimed at altering rejection-like inflammation may improve long-term survival of kidney allografts.
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Affiliation(s)
- Walter D Park
- Department of Surgery, Division of Transplantation Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Cornaire E, Dubois-Xu YC, Rondeau E, Hertig A. [Interstitial fibrosis in renal grafts: On the way to a better detection]. Nephrol Ther 2010; 6:494-8. [PMID: 20627838 DOI: 10.1016/j.nephro.2010.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2009] [Revised: 03/22/2010] [Accepted: 03/22/2010] [Indexed: 11/26/2022]
Abstract
In renal grafts, the progression of interstitial fibrosis and tubular atrophy (IF/TA) is exponential during the first months post-transplant. Consequently, roughly 40% of the cadaveric grafts will function less than ten years. There is, however, no specific strategy to halt fibrogenesis, i.e. the progression of fibrosis with time, in kidney recipients. Epithelial to mesenchymal transition (EMT) is a biological process used to disperse cells during embryogenesis. In the setting of injury, it is also a mechanism to escape cellular death. The last five years, several studies demonstrated that EMT does occur in tubular epithelial cells, which have been shown to loose the expression of epithelial markers, and acquire the expression of mesenchymal proteins, like vimentin. The aim of this review is triple: 1) discuss the connections between EMT and the context of transplantation; 2) explain how EMT markers may be useful in clinical practice, as promising surrogate markers for fibrogenesis; 3) discuss some therapeutic perspectives.
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Mas VR, Archer KJ, Scian M, Maluf DG. Molecular pathways involved in loss of graft function in kidney transplant recipients. Expert Rev Mol Diagn 2010; 10:269-84. [PMID: 20370585 PMCID: PMC6846360 DOI: 10.1586/erm.10.6] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Interstitial fibrosis (IF) and tubular atrophy (TA) are integral parts of chronic allograft dysfunction and represent in the new classification a separate entity with or without the identification of a specific etiology. Loss of kidney graft function with IF/TA is one of the causes of most kidney allograft losses. Despite progress in immunosuppression, chronic allograft dysfunction remains the main clinical challenge for improving long-term graft survival. The sustained damage to the allograft does not represent a single entity but the summated effects of tissue injury from several pathogenic insults, as well as the kidney's healing response, modified by alloimmunity and immunosuppression. A major challenge in the future of kidney transplantation includes the study of chronic allograft dysfunction pathogenesis to identify early markers of disease progression, as well as potential therapeutics pathways.
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Affiliation(s)
- Valeria R Mas
- Molecular Transplant Research Laboratory, Transplant Division, Department of Surgery, Molecular Medicine Research Building, Virginia Commonwealth University, Richmond, VA 23298, USA.
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Kelishadi SS, Azimzadeh AM, Zhang T, Stoddard T, Welty E, Avon C, Higuchi M, Laaris A, Cheng XF, McMahon C, Pierson RN. Preemptive CD20+ B cell depletion attenuates cardiac allograft vasculopathy in cyclosporine-treated monkeys. J Clin Invest 2010; 120:1275-84. [PMID: 20335656 DOI: 10.1172/jci41861] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2009] [Accepted: 01/20/2010] [Indexed: 01/10/2023] Open
Abstract
Chronic rejection currently limits the long-term efficacy of clinical transplantation. Although B cells have recently been shown to play a pivotal role in the induction of alloimmunity and are being targeted in other transplant contexts, the efficacy of preemptive B cell depletion to modulate alloimmunity or attenuate cardiac allograft vasculopathy (CAV) (classic chronic rejection lesions found in transplanted hearts) in a translational model has not previously been described. We report here that the CD20-specific antibody (alphaCD20) rituximab depleted CD20+ B cells in peripheral blood, secondary lymphoid organs, and the graft in cynomolgus monkey recipients of heterotopic cardiac allografts. Furthermore, CD20+ B cell depletion therapy combined with the calcineurin inhibitor cyclosporine A (CsA) prolonged median primary graft survival relative to treatment with alphaCD20 or CsA alone. In animals treated with both alphaCD20 and CsA that achieved efficient B cell depletion, alloantibody production was substantially inhibited and the CAV severity score was markedly reduced. We conclude therefore that efficient preemptive depletion of CD20+ B cells is effective in a preclinical model to modulate pathogenic alloimmunity and to attenuate chronic rejection when used in conjunction with a conventional clinical immunosuppressant. This study suggests that use of this treatment combination may improve the efficacy of transplantation in the clinic.
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Affiliation(s)
- Shahrooz S Kelishadi
- Department of Surgery, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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