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He L, Wang B, Wang X, Liu Y, Song X, Zhang Y, Li X, Yang H. Uncover diagnostic immunity/hypoxia/ferroptosis/epithelial mesenchymal transformation-related CCR5, CD86, CD8A, ITGAM, and PTPRC in kidney transplantation patients with allograft rejection. Ren Fail 2022; 44:1850-1865. [PMID: 36330810 PMCID: PMC9639483 DOI: 10.1080/0886022x.2022.2141648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The aim of this study was to identify predictive immunity/hypoxia/ferroptosis/epithelial mesenchymal transformation (EMT)-related biomarkers, pathways and new drugs in allograft rejection in kidney transplant patients. First, gene expression data were downloaded followed by identification of differentially expressed genes (DEGs), weighted gene co-expression network analysis (WGCNA) and protein–protein interaction (PPI) analysis. Second, diagnostic model was construction based on key genes, followed by correlation analysis between immune/hypoxia/ferroptosis/EMT and key diagnostic genes. Finally, drug prediction of diagnostic key genes was carried out. Five diagnostic genes were further identified, including CCR5, CD86, CD8A, ITGAM, and PTPRC, which were positively correlated with allograft rejection after the kidney transplant. Highly infiltrated immune cells, highly expression of hypoxia-related genes and activated status of EMT were significantly positively correlated with five diagnostic genes. Interestingly, suppressors of ferroptosis (SOFs) and drivers of ferroptosis (DOFs) showed a complex regulatory relationship between ferroptosis and five diagnostic genes. CD86, CCR5, and ITGAM were respectively drug target of ABATACEPT, MARAVIROC, and CLARITHROMYCIN. PTPRC was drug target of both PREDNISONE and EPOETIN BETA. In conclusion, the study could be useful in understanding changes in the microenvironment within transplantation, which may promote or sustain the development of allograft rejection after kidney transplantation.
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Affiliation(s)
- Long He
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Boqian Wang
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Xueyi Wang
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Yuewen Liu
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Xing Song
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Yijian Zhang
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Xin Li
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
| | - Hongwei Yang
- Organ Transplantation Center, General Hospital of Northern Theater Command, Shenyang City, China
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Kim J, Perkins GB, Coates PT. Evolutionary immunology: how your ancestry can affect your kidney transplant. Kidney Int 2020; 98:45-47. [DOI: 10.1016/j.kint.2020.01.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 01/13/2020] [Indexed: 12/28/2022]
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Naderi H, Najafi A, Khoshroo M, Tajik N. Development of an immune function assay by measuring intracellular adenosine triphosphate (iATP) levels in mitogen-stimulated CD4+ T lymphocytes. J Immunoassay Immunochem 2016; 37:407-20. [PMID: 27089103 DOI: 10.1080/15321819.2016.1155995] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
We developed an immune function assay for monitoring CD4+ T cells activity based on changes in intracellular adenosine triphosphate (iATP) levels after phytohemagglutinin (PHA) stimulation. Blood samples were obtained from 40 healthy subjects and 30 RTRs and incubated with 5 µg/mL of PHA for 15-18 hr at 37°C and 5% CO2. Afterward, the CD4+ T cells were separated by antibody-coated magnetic beads and lysed. Then, iATP content in unstimulated and stimulated conditions was measured by luciferin-luciferase reaction using a log-log standard curve. The iATP levels showed significant increase in CD4+ T cells in both healthy persons (mean: 550 ± 142 ng/mL vs. 109 ± 54 ng/mL) and RTRs (mean: 394 ± 160 ng/mL vs. 52 ± 37 ng/mL) after PHA stimulation (P < 0.001). However, the iATP production in RTRs was significantly lower than that in healthy individuals; both prior to and after stimulation with PHA (P < 0.001). No gender-specific difference in iATP production was observed between women and men subjects. This rapid and low-cost assay reflects the degree of immune cell function through assessment of CD4+ T cells activation. Thus, it can be used for evaluation of immune system status in immunodeficient individuals as well as in immunosuppressed transplant recipients who needs drug adjustment.
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Affiliation(s)
- Hadi Naderi
- a Immunology Research Center (IRC) , Iran University of Medical Sciences , Tehran , Iran.,b Department of Immunology , School of Medicine, Tehran University of Medical Sciences , Tehran , Iran
| | - Alireza Najafi
- a Immunology Research Center (IRC) , Iran University of Medical Sciences , Tehran , Iran
| | - Mohammad Khoshroo
- a Immunology Research Center (IRC) , Iran University of Medical Sciences , Tehran , Iran
| | - Nader Tajik
- a Immunology Research Center (IRC) , Iran University of Medical Sciences , Tehran , Iran
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Rebollo‐Mesa I, Nova‐Lamperti E, Mobillo P, Runglall M, Christakoudi S, Norris S, Smallcombe N, Kamra Y, Hilton R, Bhandari S, Baker R, Berglund D, Carr S, Game D, Griffin S, Kalra PA, Lewis R, Mark PB, Marks S, Macphee I, McKane W, Mohaupt MG, Pararajasingam R, Kon SP, Serón D, Sinha MD, Tucker B, Viklický O, Lechler RI, Lord GM, Hernandez‐Fuentes MP. Biomarkers of Tolerance in Kidney Transplantation: Are We Predicting Tolerance or Response to Immunosuppressive Treatment? Am J Transplant 2016; 16:3443-3457. [PMID: 27328267 PMCID: PMC5132071 DOI: 10.1111/ajt.13932] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2016] [Revised: 05/12/2016] [Accepted: 06/08/2016] [Indexed: 01/25/2023]
Abstract
We and others have previously described signatures of tolerance in kidney transplantation showing the differential expression of B cell-related genes and the relative expansions of B cell subsets. However, in all of these studies, the index group-namely, the tolerant recipients-were not receiving immunosuppression (IS) treatment, unlike the rest of the comparator groups. We aimed to assess the confounding effect of these regimens and develop a novel IS-independent signature of tolerance. Analyzing gene expression in three independent kidney transplant patient cohorts (232 recipients and 14 tolerant patients), we have established that the expression of the previously reported signature was biased by IS regimens, which also influenced transitional B cells. We have defined and validated a new gene expression signature that is independent of drug effects and also differentiates tolerant patients from healthy controls (cross-validated area under the receiver operating characteristic curve [AUC] = 0.81). In a prospective cohort, we have demonstrated that the new signature remained stable before and after steroid withdrawal. In addition, we report on a validated and highly accurate gene expression signature that can be reliably used to identify patients suitable for IS reduction (approximately 12% of stable patients), irrespective of the IS drugs they are receiving. Only a similar approach will make the conduct of pilot clinical trials for IS minimization safe and hence allow critical improvements in kidney posttransplant management.
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Affiliation(s)
- I. Rebollo‐Mesa
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,BiostatisticsInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUnited Kingdom,UCB CelltechUCB Pharma S.A.SloughUnited Kingdom
| | - E. Nova‐Lamperti
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - P. Mobillo
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - M. Runglall
- National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom
| | - S. Christakoudi
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,BiostatisticsInstitute of Psychiatry, Psychology and NeuroscienceKing's College LondonLondonUnited Kingdom
| | - S. Norris
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,University College LondonLondonUnited Kingdom
| | - N. Smallcombe
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom
| | - Y. Kamra
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,Peter Gorer Department of ImmunobiologyKing's College LondonLondonUnited Kingdom
| | - R. Hilton
- Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - Indices of Tolerance EU Consortium
- King's College LondonLondonUnited Kingdom,Oxford UniversityOxfordUnited Kingdom,Imperial College LondonLondonUnited Kingdom,Institute for Medical Immunology, Université Libre de BruxellesBruxellesBelgium,Miltenyi BiotecBergisch GladbachGermany,University of NantesNantesFrance,Charité, Universitaatsmedizin BerlinBerlinGermany
| | - S. Bhandari
- Hull and East Yorkshire Hospitals NHS TrustHullUnited Kingdom
| | - R. Baker
- St. James's University HospitalLeedsUnited Kingdom
| | | | - S. Carr
- Leicester General HospitalLeicesterUnited Kingdom
| | - D. Game
- Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - S. Griffin
- Cardiff and Vale University Health BoardCardiffUnited Kingdom
| | | | - R. Lewis
- Queen Alexandra HospitalPortsmouthUnited Kingdom
| | - P. B. Mark
- University of GlasgowGlasgowUnited Kingdom
| | - S. Marks
- Great Ormond Street Hospital for Children NHS Foundation TrustLondonUnited Kingdom
| | - I. Macphee
- St. George's HospitalLondonUnited Kingdom
| | - W. McKane
- Northern General HospitalSheffieldUnited Kingdom
| | - M. G. Mohaupt
- INSELSPITALUniversitätsspital BernKlinik für Nephrologie/Hypertonie Abteilung für HypertonieBernSwitzerland
| | | | - S. P. Kon
- King's College Hospital NHS Foundation TrustLondonUnited Kingdom
| | - D. Serón
- Hospital Universitari Vall d'Hebr_onBarcelonaSpain
| | - M. D. Sinha
- Evelina London Children's HospitalLondonUnited Kingdom
| | - B. Tucker
- King's College Hospital NHS Foundation TrustLondonUnited Kingdom
| | - O. Viklický
- Transplantační laboratoř IKEMPragueCzech Republic
| | - R. I. Lechler
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,King's Health PartnersLondonUnited Kingdom
| | - G. M. Lord
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom,Guy's and St. Thomas’ NHS Foundation TrustLondonUnited Kingdom
| | - M. P. Hernandez‐Fuentes
- Medical Research Council Centre for TransplantationKing's College LondonLondonUnited Kingdom,National Institute for Health Research Biomedical Research CentreGuy's and St. Thomas’ National Health Service Foundation TrustKing's College LondonLondonUnited Kingdom
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Yang Z, Zhong Z, Li M, Xiong Y, Wang Y, Peng G, Ye Q. Hypothermic machine perfusion increases A20 expression which protects renal cells against ischemia/reperfusion injury by suppressing inflammation, apoptosis and necroptosis. Int J Mol Med 2016; 38:161-71. [PMID: 27177159 PMCID: PMC4899006 DOI: 10.3892/ijmm.2016.2586] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 04/21/2016] [Indexed: 12/14/2022] Open
Abstract
There is an urgent need to improve the quality of donor organs obtained after cardiac death. In the present study, we examined the potential mechanisms through which A20 protects renal cells against ischemia/reperfusion injury (IRI) following either hypothermic machine perfusion (HMP) or static cold storage (CS) of the kidneys in a rabbit model. The expression of markers of apoptosis, necroptosis and inflammation in frozen kidney tissues were detected by western blot analysis, RT-qPCR and ELISA. Compared with the CS group, A20 expression was significantly higher in the tissue from the HMP group (P<0.01). By contrast, the expression of nuclear factor-κB (NF-κB) and tumor necrosis factor-α (TNF-α) was significantly lower in HMP group (P<0.01), whereas IκBα expression was significantly higher (P<0.01). The expression of apoptosis signal-regulating kinase 1 (ASK1), phosphorylated (p-)c-Jun N-terminal kinase (JNK) and activated caspase-3 in the HMP group was significantly downregulated compared with that in the CS group (all P<0.01). In addition, A20 inhibited receptor-interacting protein kinase 3 (RIPK3)-mediated necroptosis in the kidney. RIPK3 expression in the HMP group was significantly lower than that in the CS group (P<0.01), although the levels in both groups were higher than those in the sham group (P<0.01). Based on these findings, we propose a novel mechanism underlying the anti-apoptotic effect of A20 in renal cells in which A20 binds to ASK1 and promotes the degradation of ASK1 leading to the suppression of JNK activation and eventually, to the blockade of apoptosis. Thus, HMP reduces inflammation, apoptosis and necroptosis by upregulating the expression of A20; this mechanism may be responsible for protecting the kidney against IRI.
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Affiliation(s)
- Zixuan Yang
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Zibiao Zhong
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Mingxia Li
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Yan Xiong
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Yanfeng Wang
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Guizhu Peng
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
| | - Qifa Ye
- Zhongnan Hospital of Wuhan University, Institute of Hepatobiliary Diseases of Wuhan University, Transplant Center of Wuhan University, Hubei Key Laboratory of Medical Technology on Transplantation, Wuhan, Hubei 430071, P.R. China
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Lohkamp LN, Öllinger R, Chatzigeorgiou A, Illigens BMW, Siepmann T. Intraoperative biomarkers in renal transplantation. Nephrology (Carlton) 2016; 21:188-99. [DOI: 10.1111/nep.12556] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2015] [Indexed: 12/11/2022]
Affiliation(s)
- Laura-Nanna Lohkamp
- Department of Neurosurgery with Pediatric Neurosurgery; Charité-University Medicine, Campus Virchow; Berlin Germany
- Center for Clinical Research and Management Education; Division of Health Care Sciences; Dresden International University; Dresden Germany
| | - Robert Öllinger
- Department for General, Visceral and Transplantation Surgery; Charité-University Medicine, Campus Virchow; Berlin Germany
| | - Antonios Chatzigeorgiou
- Department of Clinical Pathobiochemistry; Medical Faculty Carl Gustav Carus Technische Universität Dresden; Dresden Germany
- Paul-Langerhans Institute Dresden; German Center for Diabetes Research; Dresden Germany
| | - Ben Min-Woo Illigens
- Center for Clinical Research and Management Education; Division of Health Care Sciences; Dresden International University; Dresden Germany
- Department of Neurology; University Hospital Carl Gustav Carus Technische Universität Dresden; Dresden Germany
| | - Timo Siepmann
- Center for Clinical Research and Management Education; Division of Health Care Sciences; Dresden International University; Dresden Germany
- Department of Neurology; Beth Israel Deaconess Medical Center; Harvard Medical School; Boston Massachusetts USA
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