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Westphal SG, Mannon RB. Biomarkers of Rejection in Kidney Transplantation. Am J Kidney Dis 2025; 85:364-374. [PMID: 39419272 PMCID: PMC11846701 DOI: 10.1053/j.ajkd.2024.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 07/02/2024] [Accepted: 07/26/2024] [Indexed: 10/19/2024]
Abstract
Alloimmune injury is a major cause of long-term kidney allograft failure whether due to functionally stable (subclinical) or overt clinical rejection. These episodes may be mediated by immune cells (cellular rejection) or alloantibody (antibody-mediated rejection). Early recognition of immune injury is needed for timely appropriate intervention to maintain graft functional viability. However, the conventional measure of kidney function (ie, serum creatinine) is insufficient for immune monitoring due to limited sensitivity and specificity for rejection. As a result, there is need for biomarkers that more sensitively detect the immune response to the kidney allograft. Recently, several biomarkers have been clinically implemented into the care of kidney transplant recipients. These biomarkers attempt to achieve multiple goals including (1) more sensitive detection of clinical and subclinical rejection, (2) predicting impending rejection, (3) monitoring for the adequacy of treatment response, and (4) facilitating personalized immunosuppression. In this review, we summarize the findings to date in commercially available biomarkers, along with biomarkers approaching clinical implementation. While we discuss the analytical and clinical validity of these biomarkers, we identify the challenges and limitations to widespread biomarker use, including the need for biomarker-guided prospective studies to establish evidence of clinical utility of these new assays.
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Affiliation(s)
- Scott G Westphal
- Division of Nephrology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, Nebraska; Medical Service, Nebraska Western Iowa Veterans Affairs Health Care System, Omaha, Nebraska
| | - Roslyn B Mannon
- Medical Service, Nebraska Western Iowa Veterans Affairs Health Care System, Omaha, Nebraska.
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2
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Song Y, Wang Y, Wang W, Xie Y, Zhang J, Liu J, Jin Q, Wu W, Li H, Wang J, Zhang L, Yang Y, Gao T, Xie M. Advancements in noninvasive techniques for transplant rejection: from biomarker detection to molecular imaging. J Transl Med 2025; 23:147. [PMID: 39901268 PMCID: PMC11792214 DOI: 10.1186/s12967-024-05964-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 12/11/2024] [Indexed: 02/05/2025] Open
Abstract
Transplant rejection remains a significant barrier to the long-term success of organ transplantation. Biopsy, although considered the gold standard, is invasive, costly, and unsuitable for routine monitoring. Traditional biomarkers, such as creatinine and troponin, offer limited predictive value owing to their low specificity, and conventional imaging techniques often fail to detect early organ damage, increasing the risk of undiagnosed rejection episodes. Considering these limitations, emerging noninvasive biomarkers and molecular imaging techniques hold promise for the early and accurate detection of transplant rejection, enabling personalized management strategies. This review highlights noninvasive biomarkers that predict, diagnose, and assess transplant prognosis by reflecting graft injury, inflammation, and immune responses. For example, donor-derived cell-free DNA (dd-cfDNA) is highly sensitive in detecting early graft injury, whereas gene expression profiling effectively excludes moderate-to-severe acute rejection (AR). Additionally, microRNA (miRNA) profiling enhances the diagnostic specificity for precise AR detection. Advanced molecular imaging techniques further augment the monitoring of rejection. Fluorescence imaging provides a high spatiotemporal resolution for AR grading, ultrasound offers real-time and portable monitoring, and magnetic resonance delivers high tissue contrast for anatomical assessments. Nuclear imaging modalities such as single photon emission computed tomography and positron emission tomography, enable dynamic visualization of immune responses within transplanted organs. Notably, dd-cfDNA and nuclear medicine imaging have already been integrated into clinical practice, thereby demonstrating the translational potential of these techniques. Unlike previous reviews, this work uniquely synthesizes advancements in both noninvasive biomarkers and molecular imaging, emphasizing their complementary strengths. Biomarkers deliver molecular-level insights, whereas imaging provides spatial and temporal resolution. Together, they create a synergistic framework for comprehensive and precise transplant monitoring. By bridging these domains, this review underscores their individual contributions and collective potential to enhance diagnostic accuracy, improve patient outcomes, and guide future research and clinical applications in transplant medicine.
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Affiliation(s)
- Yuan Song
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yihui Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Wenyuan Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Yuji Xie
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Junmin Zhang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jing Liu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Qiaofeng Jin
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Wenqian Wu
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - He Li
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Jing Wang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
| | - Li Zhang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China
- Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, 518029, China
| | - Yali Yang
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China.
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
| | - Tang Gao
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China.
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
| | - Mingxing Xie
- Department of Ultrasound Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 JieFang Avenue, Wuhan, 430022, China.
- Clinical Research Center for Medical Imaging in Hubei Province, Wuhan, 430022, China.
- Hubei Province Key Laboratory of Molecular Imaging, Wuhan, 430022, China.
- Shenzhen Huazhong University of Science and Technology Research Institute, Shenzhen, 518029, China.
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Millán O, Julian J, Brunet M. miRNAs, dd-cf-DNA, and Chemokines as Potential Noninvasive Biomarkers for the Assessment of Clinical Graft Evolution and Personalized Immunosuppression Requirement in Solid Organ Transplantation. Ther Drug Monit 2025; 47:77-97. [PMID: 39503575 DOI: 10.1097/ftd.0000000000001276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 09/20/2024] [Indexed: 11/08/2024]
Abstract
ABSTRACT The use of noninvasive biomarkers may reduce the need for biopsy and guide immunosuppression adjustments during transplantation. The scientific community in solid organ transplantation currently considers that chemokines, T- and B-cell immunophenotypes, and gene expression, among other molecular biomarkers, have great potential as diagnostic and predictive biomarkers for graft evolution; however, in clinical practice, few valid early biomarkers have emerged. This review focuses on the most relevant scientific advances in this field in the last 5 years regarding the role of 3 biomarkers: miRNAs, chemokines, and ddcf-DNA, in both adult and pediatric populations. An update was provided on the scores based on the combination of these biomarkers. The most-featured articles were identified through a literature search of the PubMed database. This review provides a comprehensive analysis of the potential clinical applications of these biomarkers in the diagnosis and prediction of graft outcomes and discusses the reasons why none have been implemented in clinical practice to date. Translating these biomarkers into routine clinical practice and combining them with pharmacogenetics and pharmacokinetic monitoring is challenging; however, it is the key to present/future individualized immunosuppressive therapies. It is essential that they be shown to be applicable and robust in real-life patient conditions and properly evaluate their added value when combined with the standard-of-care factor monitoring for graft clinical assessment. Partnership strategies among scientists, academic institutions, consortia, including expert working groups and scientific societies, and pharmaceutical and/or biotechnology companies should promote the development of prospective, randomized, multicenter intervention studies for adequate clinical validation of these biomarkers and their monitoring frequency, and their commercialization to make them available to transplant physicians.
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Affiliation(s)
- Olga Millán
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), c/Sinesio Delgado, Madrid; and
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
| | - Judit Julian
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
| | - Mercè Brunet
- Biomedical Research Center in Hepatic and Digestive Diseases (CIBEREHD), Instituto de Salud Carlos III (ISCII), c/Sinesio Delgado, Madrid; and
- Pharmacology and Toxicology, Biochemistry and Molecular Genetics, Biomedical Diagnostic Center (CDB), Hospital Clinic of Barcelona, IDIBAPS, University of Barcelona, c/Villarroel, Barcelona, Spain
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Tharmaraj D, Mulley WR, Dendle C. Current and emerging tools for simultaneous assessment of infection and rejection risk in transplantation. Front Immunol 2024; 15:1490472. [PMID: 39660122 PMCID: PMC11628869 DOI: 10.3389/fimmu.2024.1490472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 10/14/2024] [Indexed: 12/12/2024] Open
Abstract
Infection and rejection are major complications that impact transplant longevity and recipient survival. Balancing their risks is a significant challenge for clinicians. Current strategies aimed at interrogating the degree of immune deficiency or activation and their attendant risks of infection and rejection are imprecise. These include immune (cell counts, function and subsets, immunoglobulin levels) and non-immune (drug levels, viral loads) markers. The shared risk factors between infection and rejection and the bidirectional and intricate relationship between both entities further complicate transplant recipient care and decision-making. Understanding the dynamic changes in the underlying net state of immunity and the overall risk of both complications in parallel is key to optimizing outcomes. The allograft biopsy is the current gold standard for the diagnosis of rejection but is associated with inherent risks that warrant careful consideration. Several biomarkers, in particular, donor derived cell-free-DNA and urinary chemokines (CXCL9 and CXCL10), show significant promise in improving subclinical and clinical rejection risk prediction, which may reduce the need for allograft biopsies in some situations. Integrating conventional and emerging risk assessment tools can help stratify the individual's short- and longer-term infection and rejection risks in parallel. Individuals identified as having a low risk of rejection may tolerate immunosuppression wean to reduce medication-related toxicity. Serial monitoring following immunosuppression reduction or escalation with minimally invasive tools can help mitigate infection and rejection risks and allow for timely diagnosis and treatment of these complications, ultimately improving allograft and patient outcomes.
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Affiliation(s)
- Dhakshayini Tharmaraj
- Department of Nephrology, Monash Health, Clayton, VIC, Australia
- Centre for Inflammatory Diseases, Department of Medicine, Monash University, Clayton, VIC, Australia
| | - William R. Mulley
- Department of Nephrology, Monash Health, Clayton, VIC, Australia
- Centre for Inflammatory Diseases, Department of Medicine, Monash University, Clayton, VIC, Australia
| | - Claire Dendle
- Centre for Inflammatory Diseases, Department of Medicine, Monash University, Clayton, VIC, Australia
- Monash Infectious Diseases, Monash Health, Clayton, VIC, Australia
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5
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Tinel C, Sauvaget V, Aouni L, Lamarthée B, Terzi F, Legendre C, Rabant M, Anglicheau D. Transforming kidney transplant monitoring with urine CXCL9 and CXCL10: practical clinical implementation. Sci Rep 2024; 14:20357. [PMID: 39223175 PMCID: PMC11369285 DOI: 10.1038/s41598-024-70390-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 08/16/2024] [Indexed: 09/04/2024] Open
Abstract
In kidney transplant recipients, urine CXCL9 and CXCL10 (uCXCL9/10) chemokines have reached a sufficiently high level of evidence to be recommended by the European Society of Organ Transplantation for the monitoring of immune quiescence. To assess the risk of acute rejection (AR), the advantage of uCXCL9/10 is their cost-effectiveness and their high diagnostic performance. Here, we evaluated the feasibility of a next-generation immunoassay for quantifying uCXCL9/10 levels. It demonstrated high efficiency with minimal workflow and a 90-min time to result. Preanalytical studies indicated stability of uCXCL9/10 levels and analytical studies confirmed excellent linearity and precision. In a cohort of 1048 samples collected at biopsy, the results correlated significantly with ELISA quantification and were integrated into a previously validated 8-parameter urine chemokine model. The next generation immunoassay achieved an accuracy of 0.84 for AR diagnosis. This study validates this technology as a robust, locally available and unexpensive platform and marks a significant step towards the widespread implementation of uCXCL9/10, for immune quiescence monitoring. Therefore, we developed an open-access web application using uCXCL9/10 to calculate AR risk and improve clinical decision-making to perform biopsy, ushering in a new era in kidney transplantation, where personalized, data-driven care becomes the norm.
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Affiliation(s)
- Claire Tinel
- Necker-Enfants Malades Institute, Inserm U1151, Paris Cité University, Paris, France.
- Department of Nephrology and Kidney Transplantation, Dijon University Hospital, Dijon, France.
| | - Virginia Sauvaget
- Necker-Enfants Malades Institute, Inserm U1151, Paris Cité University, Paris, France
| | - Laïla Aouni
- Department of Nephrology and Kidney Transplantation, Necker Hospital, APHP, Paris, France
| | - Baptiste Lamarthée
- University of Franche-Comté, UBFC, EFS, Inserm, UMR RIGHT, Besançon, France
| | - Fabiola Terzi
- Necker-Enfants Malades Institute, Inserm U1151, Paris Cité University, Paris, France
| | - Christophe Legendre
- Department of Nephrology and Kidney Transplantation, Necker Hospital, APHP, Paris, France
| | - Marion Rabant
- Necker-Enfants Malades Institute, Inserm U1151, Paris Cité University, Paris, France
- Pathology Department, Necker Hospital, APHP, Paris, France
| | - Dany Anglicheau
- Necker-Enfants Malades Institute, Inserm U1151, Paris Cité University, Paris, France
- Department of Nephrology and Kidney Transplantation, Necker Hospital, APHP, Paris, France
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Ettenger RB, Seifert ME, Blydt-Hansen T, Briscoe DM, Holman J, Weng PL, Srivastava R, Fleming J, Malekzadeh M, Pearl M. Detection of Subclinical Rejection in Pediatric Kidney Transplantation: Current and Future Practices. Pediatr Transplant 2024; 28:e14836. [PMID: 39147695 DOI: 10.1111/petr.14836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/19/2024] [Accepted: 07/22/2024] [Indexed: 08/17/2024]
Abstract
INTRODUCTION The successes in the field of pediatric kidney transplantation over the past 60 years have been extraordinary. Year over year, there have been significant improvements in short-term graft survival. However, improvements in longer-term outcomes have been much less apparent. One important contributor has been the phenomenon of low-level rejection in the absence of clinical manifestations-so-called subclinical rejection (SCR). METHODS Traditionally, rejection has been diagnosed by changes in clinical parameters, including but not limited to serum creatinine and proteinuria. This review examines the shortcomings of this approach, the effects of SCR on kidney allograft outcome, the benefits and drawbacks of surveillance biopsies to identify SCR, and new urine and blood biomarkers that define the presence or absence of SCR. RESULTS Serum creatinine is an unreliable index of SCR. Surveillance biopsies are the method most utilized to detect SCR. However, these have significant drawbacks. New biomarkers show promise. These biomarkers include blood gene expression profiles and donor derived-cell free DNA; urine gene expression profiles; urinary cytokines, chemokines, and metabolomics; and other promising blood and urine tests. CONCLUSION Specific emphasis is placed on studies carried out in pediatric kidney transplant recipients. TRIAL REGISTRATION ClinicalTrials.gov: NCT03719339.
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Affiliation(s)
- Robert B Ettenger
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Michael E Seifert
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Tom Blydt-Hansen
- Multi-Organ Transplant Program, British Columbia Children's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - David M Briscoe
- Division of Nephrology, Department of Pediatrics Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - John Holman
- Transplant Genomics Inc., Framingham, Massachusetts, USA
| | - Patricia L Weng
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Rachana Srivastava
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - James Fleming
- Transplant Genomics Inc., Framingham, Massachusetts, USA
| | - Mohammed Malekzadeh
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Meghan Pearl
- Division of Nephrology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
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Pan X, Peng J, Zhu R, An N, Pei J. Non-invasive biomarkers of acute rejection in pediatric kidney transplantation: New targets and strategies. Life Sci 2024; 348:122698. [PMID: 38710278 DOI: 10.1016/j.lfs.2024.122698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/17/2024] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
Kidney transplantation is the preferred treatment for pediatric end-stage renal disease. However, pediatric recipients face unique challenges due to their prolonged need for kidney function to accommodate growth and development. The continual changes in the immune microenvironment during childhood development and the heightened risk of complications from long-term use of immunosuppressive drugs. The overwhelming majority of children may require more than one kidney transplant in their lifetime. Acute rejection (AR) stands as the primary cause of kidney transplant failure in children. While pathologic biopsy remains the "gold standard" for diagnosing renal rejection, its invasive nature raises concerns regarding potential functional impairment and the psychological impact on children due to repeated procedures. In this review, we outline the current research status of novel biomarkers associated with AR in urine and blood after pediatric kidney transplantation. These biomarkers exhibit superior diagnostic and prognostic performance compared to conventional ones, with the added advantages of being less invasive and highly reproducible for long-term graft monitoring. We also integrate the limitations of these novel biomarkers and propose a refined monitoring model to optimize the management of AR in pediatric kidney transplantation.
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Affiliation(s)
- Xingyu Pan
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Jinpu Peng
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Rong Zhu
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Nini An
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Jun Pei
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China.
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Laroche C, Engen RM. Immune monitoring in pediatric kidney transplant. Pediatr Transplant 2024; 28:e14785. [PMID: 38766986 DOI: 10.1111/petr.14785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 04/25/2024] [Accepted: 04/29/2024] [Indexed: 05/22/2024]
Abstract
BACKGROUND Long-term outcomes in pediatric kidney transplantation remain suboptimal, largely related to chronic rejection. Creatinine is a late marker of renal injury, and more sensitive, early markers of allograft injury are an active area of current research. METHODS This is an educational review summarizing existing strategies for monitoring for rejection in kidney transplant recipients. RESULTS We summarize supporting currently available clinical tests, including surveillance biopsy, donor specific antibodies, and donor-derived cell free DNA, as well as the potential limitations of these studies. In addition, we review the current avenues of active research, including transcriptomics, proteomics, metabolomics, and torque tenovirus levels. CONCLUSION Advancing the use of noninvasive immune monitoring will depend on well-designed multicenter trials that include patients with stable graft function, include biopsy results on all patients, and can demonstrate both association with a patient-relevant clinical endpoint such as graft survival or change in glomerular filtration rate and a potential timepoint for intervention.
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Affiliation(s)
| | - Rachel M Engen
- University of Wisconsin Madison, Madison, Wisconsin, USA
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Gandolfini I, Mordà B, Martinelli E, Delsante M, Rossi G, Gentile M, Alibrandi S, Salvetti D, Fiaccadori E, Palmisano A, Cravedi P, Maggiore U. CXCL9 and CXCL10 as biomarkers of kidney graft inflammation across multiple conditions. Clin Transplant 2024; 38:e15324. [PMID: 38678588 DOI: 10.1111/ctr.15324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 04/10/2024] [Accepted: 04/13/2024] [Indexed: 05/01/2024]
Affiliation(s)
- Ilaria Gandolfini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Benedetta Mordà
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Elene Martinelli
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Marco Delsante
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - GiovanniMaria Rossi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Micaela Gentile
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Sara Alibrandi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Daniel Salvetti
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Enrico Fiaccadori
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Alessandra Palmisano
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
| | - Paolo Cravedi
- Translational Transplant Research Center and Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Umberto Maggiore
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Nephrology Unit, University Hospital of Parma, Parma, Italy
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10
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Barrett-Chan E, Wang L, Bone J, Thachil A, Vytlingam K, Blydt-Hansen T. Optimizing the approach to monitoring allograft inflammation using serial urinary CXCL10/creatinine testing in pediatric kidney transplant recipients. Pediatr Transplant 2024; 28:e14718. [PMID: 38553815 DOI: 10.1111/petr.14718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/04/2024] [Accepted: 02/05/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Urinary CXCL10/creatinine (uCXCL10/Cr) is proposed as an effective biomarker of subclinical rejection in pediatric kidney transplant recipients. This study objective was to model implementation in the clinical setting. METHODS Banked urine samples at a single center were tested for uCXCL10/Cr to validate published thresholds for rejection diagnosis (>80% specificity). The positive predictive value (PPV) for rejection diagnosis for uCXCL10/Cr-indicated biopsy was modeled with first-positive versus two-test-positive approaches, with accounting for changes associated with urinary tract infection (UTI), BK and CMV viremia, and subsequent recovery. RESULTS Seventy patients aged 10.5 ± 5.6 years at transplant (60% male) had n = 726 urine samples with n = 236 associated biopsies (no rejection = 167, borderline = 51, and Banff 1A = 18). A threshold of 12 ng/mmol was validated for Banff 1A versus no-rejection diagnosis (AUC = 0.74, 95% CI = 0.57-0.92). The first-positive test approach (n = 69) did not resolve a clinical diagnosis in 38 cases (55%), whereas the two-test approach resolved a clinical diagnosis in the majority as BK (n = 17/60, 28%), CMV (n = 4/60, 7%), UTI (n = 8/60, 13%), clinical rejection (n = 5/60, 8%), and transient elevation (n = 18, 30%). In those without a resolved clinical diagnosis, PPV from biopsy for subclinical rejection is 24% and 71% (p = .017), for first-test versus two-test models, respectively. After rejection treatment, uCXCL10/Cr level changes were all concordant with change in it-score. Sustained uCXCL10/Cr after CMV and BK viremia resolution was associated with later acute rejection. CONCLUSIONS Urinary CXCL10/Cr reliably identifies kidney allograft inflammation. These data support a two-test approach to reliably exclude other clinically identifiable sources of inflammation, for kidney biopsy indication to rule out subclinical rejection.
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Affiliation(s)
| | - Li Wang
- University of British Columbia, Vancouver, British Columbia, Canada
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Jeffrey Bone
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Amy Thachil
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Kevin Vytlingam
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Tom Blydt-Hansen
- University of British Columbia, Vancouver, British Columbia, Canada
- BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
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11
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Van Loon E, Tinel C, de Loor H, Bossuyt X, Callemeyn J, Coemans M, De Vusser K, Sauvaget V, Olivre J, Koshy P, Kuypers D, Sprangers B, Van Craenenbroeck AH, Vaulet T, Anglicheau D, Naesens M. Automated Urinary Chemokine Assays for Noninvasive Detection of Kidney Transplant Rejection: A Prospective Cohort Study. Am J Kidney Dis 2024; 83:467-476. [PMID: 37777058 DOI: 10.1053/j.ajkd.2023.07.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 07/24/2023] [Accepted: 07/29/2023] [Indexed: 10/02/2023]
Abstract
RATIONALE & OBJECTIVE Prior studies have demonstrated the diagnostic potential of urinary chemokines C-X-C motif ligand 9 (CXCL9) and CXCL10 for kidney transplant rejection. However, their benefit in addition to clinical information has not been demonstrated. We evaluated the diagnostic performance for detecting acute rejection of urinary CXCL9 and CXCL10 when integrated with clinical information. STUDY DESIGN Single-center prospective cohort study. SETTING & PARTICIPANTS We analyzed 1,559 biopsy-paired urinary samples from 622 kidney transplants performed between April 2013 and July 2019 at a single transplant center in Belgium. External validation was performed in 986 biopsy-paired urinary samples. TESTS COMPARED We quantified urinary CXCL9 (uCXCL9) and CXCL10 (uCXCL10) using an automated immunoassay platform and normalized the values to urinary creatinine. Urinary chemokines were incorporated into a multivariable model with routine clinical markers (estimated glomerular filtration rate, donor-specific antibodies, and polyoma viremia) (integrated model). This model was then compared with the tissue diagnosis according to the Banff classification for acute rejection. OUTCOME Acute rejection detected on kidney biopsy using the Banff classification. RESULTS Chemokines integrated with routine clinical markers had high diagnostic value for detection of acute rejection (n=150) (receiver operating characteristic area under the curve 81.3% [95% CI, 77.6-85.0]). The integrated model would help avoid 59 protocol biopsies per 100 patients when the risk for rejection is predicted to be below 10%. The performance of the integrated model was similar in the external validation cohort. LIMITATIONS The cross-sectional nature obviates investigating the evolution over time and prediction of future rejection. CONCLUSIONS The use of an integrated model of urinary chemokines and clinical markers for noninvasive monitoring of rejection could enable a reduction in the number of biopsies. Urinary chemokines may be useful noninvasive biomarkers whose use should be further studied in prospective randomized trials to clarify their role in guiding clinical care and the use of biopsies to detect rejection after kidney transplantation. PLAIN-LANGUAGE SUMMARY Urinary chemokines CXCL9 and CXCL10 have been suggested to be good noninvasive biomarkers of kidney transplant rejection. However, defining a context of use and integration with clinical information is necessary before clinical implementation can begin. In this study, we demonstrated that urinary chemokines CXCL9 and CXCL10, together with clinical information, have substantial diagnostic accuracy for the detection of acute kidney transplant rejection. Application of urinary chemokines together with clinical information may guide biopsy practices following kidney transplantation and potentially reduce the need for kidney transplant biopsies.
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Affiliation(s)
- Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Henriette de Loor
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Xavier Bossuyt
- Clinical and Diagnostic Immunology, Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven; Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Jasper Callemeyn
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Maarten Coemans
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven
| | - Katrien De Vusser
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | | | | | | | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Ben Sprangers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Laboratory of Molecular Immunology, Department of Microbiology and Immunology, Rega Institute for Medical Research, KU Leuven, Leuven
| | - Amaryllis H Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Thibaut Vaulet
- ESAT STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven
| | - Dany Anglicheau
- INSERM U1151, Université de Paris, Paris, France; Department of Nephrology and Kidney Transplantation, RTRS Centaure, Necker Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, KU Leuven, Leuven; Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium.
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12
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Hirt-Minkowski P, Schaub S. Urine CXCL10 as a biomarker in kidney transplantation. Curr Opin Organ Transplant 2024; 29:138-143. [PMID: 38235748 PMCID: PMC10919271 DOI: 10.1097/mot.0000000000001135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
PURPOSE OF REVIEW Urine CXCL10 is a promising biomarker for posttransplant renal allograft monitoring but is currently not widely used for clinical management. RECENT FINDINGS Large retrospective studies and data from a prospective randomized trial as well as a prospective cohort study demonstrate that low urine CXCL10 levels are associated with a low risk of rejection and can exclude BK polyomavirus replication with high certainty. Urine CXCL10 can either be used as part of a multiparameter based risk assessment tool, or as an individual biomarker taking relevant confounders into account. A novel Luminex-based CXCL10 assay has been validated in a multicenter study, and proved to be robust, reproducible, and accurate. SUMMARY Urine CXCL10 is a well characterized inflammation biomarker, which can be used to guide performance of surveillance biopsies. Wide implementation into clinical practice depends on the availability of inexpensive, thoroughly validated assays with approval from regulatory authorities.
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Affiliation(s)
| | - Stefan Schaub
- Clinic for Transplantation Immunology and Nephrology
- HLA-Diagnostic and lmmunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
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13
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Filler G, Sharma AP. Should urinary CXCL10/creatinine be measured for kidney transplantation? Pediatr Transplant 2024; 28:e14729. [PMID: 38433611 DOI: 10.1111/petr.14729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 02/16/2024] [Indexed: 03/05/2024]
Affiliation(s)
- Guido Filler
- Department of Pediatrics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
- Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
- The Lilibeth Caberto Kidney Clinical Research Unit, London Health Sciences Centre, London, Ontario, Canada
- Child Health Research Institute, Part of Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada
| | - Ajay P Sharma
- Department of Pediatrics, Schulich School of Medicine & Dentistry, Western University, London, Ontario, Canada
- Child Health Research Institute, Part of Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada
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14
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Peruzzi L, Deaglio S. Rejection markers in kidney transplantation: do new technologies help children? Pediatr Nephrol 2023; 38:2939-2955. [PMID: 36648536 PMCID: PMC10432336 DOI: 10.1007/s00467-022-05872-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 12/18/2022] [Accepted: 12/19/2022] [Indexed: 01/18/2023]
Abstract
Recent insights in allorecognition and graft rejection mechanisms revealed a more complex picture than originally considered, involving multiple pathways of both adaptive and innate immune response, supplied by efficient inflammatory synergies. Current pillars of transplant monitoring are serum creatinine, proteinuria, and drug blood levels, which are considered as traditional markers, due to consolidated experience, low cost, and widespread availability. The most diffuse immunological biomarkers are donor-specific antibodies, which are included in routine post-transplant monitoring in many centers, although with some reproducibility issues and interpretation difficulties. Confirmed abnormalities in these traditional biomarkers raise the suspicion for rejection and guide the indication for graft biopsy, which is still considered the gold standard for rejection monitoring. Rapidly evolving new "omic" technologies have led to the identification of several novel biomarkers, which may change the landscape of transplant monitoring should their potential be confirmed. Among them, urinary chemokines and measurement of cell-free DNA of donor origin are perhaps the most promising. However, at the moment, these approaches remain highly expensive and cost-prohibitive in most settings, with limited clinical applicability; approachable costs upon technology investments would speed their integration. In addition, transcriptomics, metabolomics, proteomics, and the study of blood and urinary extracellular vesicles have the potential for early identification of subclinical rejection with high sensitivity and specificity, good reproducibility, and for gaining predictive value in an affordable cost setting. In the near future, information derived from these new biomarkers is expected to integrate traditional tools in routine use, allowing identification of rejection prior to clinical manifestations and timely therapeutic intervention. This review will discuss traditional, novel, and invasive and non-invasive biomarkers, underlining their strengths, limitations, and present or future applications in children.
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Affiliation(s)
- Licia Peruzzi
- Pediatric Nephrology Unit, Regina Margherita Department, City of Health and Science University Hospital, Piazza Polonia 94, 10126, Turin, Italy.
| | - Silvia Deaglio
- Immunogenetics and Transplant Biology Service, City of Health and Science University Hospital, Turin, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
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15
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Chancharoenthana W, Traitanon O, Leelahavanichkul A, Tasanarong A. Molecular immune monitoring in kidney transplant rejection: a state-of-the-art review. Front Immunol 2023; 14:1206929. [PMID: 37675106 PMCID: PMC10477600 DOI: 10.3389/fimmu.2023.1206929] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Accepted: 07/31/2023] [Indexed: 09/08/2023] Open
Abstract
Although current regimens of immunosuppressive drugs are effective in renal transplant recipients, long-term renal allograft outcomes remain suboptimal. For many years, the diagnosis of renal allograft rejection and of several causes of renal allograft dysfunction, such as chronic subclinical inflammation and infection, was mostly based on renal allograft biopsy, which is not only invasive but also possibly performed too late for proper management. In addition, certain allograft dysfunctions are difficult to differentiate from renal histology due to their similar pathogenesis and immune responses. As such, non-invasive assays and biomarkers may be more beneficial than conventional renal biopsy for enhancing graft survival and optimizing immunosuppressive drug regimens during long-term care. This paper discusses recent biomarker candidates, including donor-derived cell-free DNA, transcriptomics, microRNAs, exosomes (or other extracellular vesicles), urine chemokines, and nucleosomes, that show high potential for clinical use in determining the prognosis of long-term outcomes of kidney transplantation, along with their limitations.
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Affiliation(s)
- Wiwat Chancharoenthana
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Tropical Immunology and Translational Research Unit (TITRU), Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Thammasat Multi-Organ Transplant Center, Thammasat University Hospital, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Opas Traitanon
- Thammasat Multi-Organ Transplant Center, Thammasat University Hospital, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
| | - Asada Leelahavanichkul
- Center of Excellence on Translational Research in Inflammation and Immunology (CETRII), Department of Microbiology, Chulalongkorn University, Bangkok, Thailand
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Adis Tasanarong
- Thammasat Multi-Organ Transplant Center, Thammasat University Hospital, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Thammasat University, Pathumthani, Thailand
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16
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Ho J, Schaub S, Jackson AM, Balshaw R, Carroll R, Cun S, De Serres SA, Fantus D, Handschin J, Hönger G, Jevnikar AM, Kleiser M, Lee JH, Li Y, Nickerson P, Pei R, Pochinco D, Shih R, Trinh M, Wang J, Nguyen J, Knechtle S. Multicenter Validation of a Urine CXCL10 Assay for Noninvasive Monitoring of Renal Transplants. Transplantation 2023; 107:1630-1641. [PMID: 36949034 DOI: 10.1097/tp.0000000000004554] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
Abstract
BACKGROUND Urine CXCL10 (C-X-C motif chemokine ligand 10, interferon gamma-induced protein 10 [IP10]) outperforms standard-of-care monitoring for detecting subclinical and early clinical T-cell-mediated rejection (TCMR) and may advance TCMR therapy development through biomarker-enriched trials. The goal was to perform an international multicenter validation of a CXCL10 bead-based immunoassay (Luminex) for transplant surveillance and compare with an electrochemiluminescence-based (Meso Scale Discovery [MSD]) assay used in transplant trials. METHODS Four laboratories participated in the Luminex assay development and evaluation. Urine CXCL10 was measured by Luminex and MSD in 2 independent adult kidney transplant trial cohorts (Basel and TMCT04). In an independent test and validation set, a linear mixed-effects model to predict (log 10 -transformed) MSD CXCL10 from Luminex CXCL10 was developed to determine the conversion between assays. Net reclassification was determined after mathematical conversion. RESULTS The Luminex assay was precise, with an intra- and interassay coefficient of variation 8.1% and 9.3%; showed modest agreement between 4 laboratories (R 0.96 to 0.99, P < 0.001); and correlated with known CXCL10 in a single- (n = 100 urines, R 0.94 to 0.98, P < 0.001) and multicenter cohort (n = 468 urines, R 0.92, P < 0.001) but the 2 assays were not equivalent by Passing-Bablok regression. Linear mixed-effects modeling demonstrated an intercept of -0.490 and coefficient of 1.028, showing Luminex CXCL10 are slightly higher than MSD CXCL10, but the agreement is close to 1.0. After conversion of the biopsy thresholds, the decision to biopsy would be changed for only 6% (5/85) patients showing acceptable reclassification. CONCLUSIONS These data demonstrate this urine CXCL10 Luminex immunoassay is robust, reproducible, and accurate, indicating it can be readily translated into clinical HLA laboratories for serial posttransplant surveillance.
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Affiliation(s)
- Julie Ho
- Department of Internal Medicine and Immunology, University of Manitoba, Winnipeg, Canada
- Transplant Manitoba, Shared Health Manitoba, Winnipeg, Canada
| | - Stefan Schaub
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Transplantation Immunology and Nephrology, University Hospital Basel, Basel, Switzerland
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | | | - Robert Balshaw
- George and Fay Yee Center for Healthcare Innovation, Manitoba, Canada
| | - Robert Carroll
- Royal Adelaide Hospital, University of Adelaide, SA, Australia
| | - Sylvia Cun
- Thermo Fisher Scientific, Los Angeles, CA
| | | | - Daniel Fantus
- Division of Nephrology, Department of Medicine, Centre Hospitalier de l'Université de Montréal (CHUM) and Centre de Recherche du CHUM (CRCHUM), Montréal, Québec, Canada
| | - Joelle Handschin
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Gideon Hönger
- Transplantation Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinic for Transplantation Immunology and Nephrology, University Hospital Basel, Basel, Switzerland
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Anthony M Jevnikar
- Department of Medicine, Western University and Multiorgan Transplant Program, London, ON, Canada
| | - Marc Kleiser
- HLA-Diagnostic and Immunogenetics, Department of Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | | | - Yan Li
- Department of Surgery and Immunology, Duke University, Durham, NC
| | - Peter Nickerson
- Department of Internal Medicine and Immunology, University of Manitoba, Winnipeg, Canada
- Transplant Manitoba, Shared Health Manitoba, Winnipeg, Canada
- Canadian Blood Services HLA Laboratory, Diagnostic Services of Manitoba, Canada
| | - Rui Pei
- Thermo Fisher Scientific, Los Angeles, CA
| | - Denise Pochinco
- Canadian Blood Services HLA Laboratory, Diagnostic Services of Manitoba, Canada
| | - Remi Shih
- Terasaki Innovation Center, Los Angeles, CA
| | | | - Jason Wang
- Thermo Fisher Scientific, Los Angeles, CA
| | | | - Stuart Knechtle
- Department of Surgery and Immunology, Duke University, Durham, NC
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17
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Atlas-Lazar A, Levy-Erez D. Approach to acute kidney injury following paediatric kidney transplant. Curr Opin Pediatr 2023; 35:268-274. [PMID: 36591982 DOI: 10.1097/mop.0000000000001216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
PURPOSE OF REVIEW In a child with evidence of acute kidney injury (AKI) following renal transplantation, it is important to quickly and accurately diagnose the cause to enable timely initiation of therapeutic interventions. The following article will discuss the differential diagnosis of acute graft dysfunction in paediatric kidney transplant recipients. This review will systematically guide the clinician through the common and less common causes and provide updates on current treatments. RECENT FINDINGS In patients with signs of graft dysfunction, rejection is an important cause to consider. Diagnosis of rejection relies on biopsy findings, an invasive and costly technique. Over the past 5 years, there has been a focus on noninvasive methods of diagnosing rejection, including serum and urinary biomarkers. SUMMARY This review discusses the differential diagnosis of acute graft dysfunction following transplant, with a focus on acute rejection, urinary tract infections and common viral causes, prerenal and postrenal causes, nephrotoxic medications, specifically calcineurin inhibitor toxicity, thrombotic microangiopathy and recurrence of the underlying disease. Each condition is discussed in detail, with a focus on clinical clues to the cause, incidence in the paediatric population, workup and treatment.
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Affiliation(s)
| | - Daniella Levy-Erez
- Schneider Children's Medical Center in Israel, Petah Tikva
- Tel Aviv, University School of Medicine, Tel Aviv, Israel
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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18
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Huang E, Mengel M, Clahsen-van Groningen MC, Jackson AM. Diagnostic Potential of Minimally Invasive Biomarkers: A Biopsy-centered Viewpoint From the Banff Minimally Invasive Diagnostics Working Group. Transplantation 2023; 107:45-52. [PMID: 36508645 PMCID: PMC9746335 DOI: 10.1097/tp.0000000000004339] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 07/15/2022] [Accepted: 07/26/2022] [Indexed: 12/14/2022]
Abstract
With recent advances and commercial implementation of minimally invasive biomarkers in kidney transplantation, new strategies for the surveillance of allograft health are emerging. Blood and urine-based biomarkers can be used to detect the presence of rejection, but their applicability as diagnostic tests has not been studied. A Banff working group was recently formed to consider the potential of minimally invasive biomarkers for integration into the Banff classification for kidney allograft pathology. We review the existing data on donor-derived cell-free DNA, blood and urine transcriptomics, urinary protein chemokines, and next-generation diagnostics and conclude that the available data do not support their use as stand-alone diagnostic tests at this point. Future studies assessing their ability to distinguish complex phenotypes, differentiate T cell-mediated rejection from antibody-mediated rejection, and function as an adjunct to histology are needed to elevate these minimally invasive biomarkers from surveillance tests to diagnostic tests.
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Affiliation(s)
- Edmund Huang
- Division of Nephrology, Department of Medicine, Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Michael Mengel
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada
| | - Marian C. Clahsen-van Groningen
- Department of Pathology and Clinical Bioinformatics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Erasmus MC Transplant Institute, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Institute of Experimental and Systems Biology, RWTH Aachen University, Aachen, Germany
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19
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Taha K, Sharma A, Kroeker K, Ross C, Carleton B, Wishart D, Medeiros M, Blydt-Hansen TD. Noninvasive testing for mycophenolate exposure in children with renal transplant using urinary metabolomics. Pediatr Transplant 2022; 27:e14460. [PMID: 36582125 DOI: 10.1111/petr.14460] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 09/11/2022] [Accepted: 11/18/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Despite the common use of mycophenolate in pediatric renal transplantation, lack of effective therapeuic drug monitoring increases uncertainty over optimal drug exposure and risk for adverse reactions. This study aims to develop a novel urine test to estimate MPA exposure based using metabolomics. METHODS Urine samples obtained on the same day of MPA pharmacokinetic testing from two prospective cohorts of pediatric kidney transplant recipients were assayed for 133 unique metabolites by mass spectrometry. Partial least squares (PLS) discriminate analysis was used to develop a top 10 urinary metabolite classifier that estimates MPA exposure. An independent cohort was used to test pharmacodynamic validity for allograft inflammation (urinary CXCL10 levels) and eGFR ratio (12mo/1mo eGFR) at 1 year. RESULTS Fifty-two urine samples from separate children (36.5% female, 12.0 ± 5.3 years at transplant) were evaluated at 1.6 ± 2.5 years post-transplant. Using all detected metabolites (n = 90), the classifier exhibited strong association with MPA AUC by principal component regression (r = 0.56, p < .001) and PLS (r = 0.75, p < .001). A practical classifier (top 10 metabolites; r = 0.64, p < .001) retained similar accuracy after cross-validation (LOOCV; r = 0.52, p < .001). When applied to an independent cohort (n = 97 patients, 1053 samples), estimated mean MPA exposure over Year 1 was inversely associated with mean urinary CXCL10:Cr (r = -0.28, 95% CI -0.45, -0.08) and exhibited a trend for association with eGFR ratio (r = 0.35, p = .07), over the same time period. CONCLUSIONS This urinary metabolite classifier can estimate MPA exposure and correlates with allograft inflammation. Future studies with larger samples are required to validate and evaluate its clinical application.
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Affiliation(s)
- Khalid Taha
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Vancouver, Vancouver, British Columbia, Canada
| | - Atul Sharma
- Department of Pediatrics and Child Health, University of Manitoba, Children's Hospital at Health Sciences Center, Winnipeg, Manitoba, Canada
| | - Kristine Kroeker
- Centre for Healthcare Innovation, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Colin Ross
- Faculty of Pharmaceutical Sciences, University of British Columbia, BC Children's Hospital Vancouver, Vancouver, British Columbia, Canada
| | - Bruce Carleton
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Vancouver, Vancouver, British Columbia, Canada
| | - David Wishart
- Departments of Computing Science and Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Mara Medeiros
- Departamento de Farmacología, Facultad de Medicina, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
| | - Tom D Blydt-Hansen
- Department of Pediatrics, University of British Columbia, BC Children's Hospital Vancouver, Vancouver, British Columbia, Canada
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20
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Suresh S, Dix D, Wang L, Blydt-Hansen TD. High urinary CXCL10/Cr with onset of Burkitt lymphoma in a pediatric kidney transplant recipient. Pediatr Transplant 2022; 26:e14354. [PMID: 35869900 DOI: 10.1111/petr.14354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 05/08/2022] [Accepted: 06/07/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Urinary CXCL10/Cr is a promising diagnostic tool for early detection of TCMR in pediatric transplant recipients, and most studies focus on its utility in the context of localized allograft inflammation thus far. Other sources of inflammation that may be detected by CXCL10 are less clear. METHODS We present a case review of a patient with BL, who was enrolled in a prospective trial of urinary CXCL10 monitoring. To evaluate the potential confounding, we tested for association of CXCL10/Cr and EBV viral load in a prospective cohort of pediatric transplant recipients with serial testing for urinary CXCL10/Cr. RESULTS This report describes a 15-year-old boy, 3.5 years post-transplant with chronic EBV viremia, stable kidney function and no history of rejection. Urinary CXCL10/Cr level increased acutely to 79.43 ng/mmol, 0.8 months prior to onset of BL, identified by a surge in EBV viral load. In a national cohort of 97 pediatric kidney transplant recipients, there was no association between urinary CXCL10/Cr with EBV viral loads when comparing periods of pre-viremia (5.8 ± 9.2 ng/mmol) to active viremia (4.0 ± 5.3 ng/mmol) and periods of active viremia (7.1 ± 8.9 ng/mmol) to post-viremia (4.4 ± 9.8 ng/mmol). CONCLUSIONS Acute rise in urinary CXCL10/Cr was associated with onset of graft-associated BL. We were not able to confirm a general association of EBV viral load and urinary CXCL10. As non-invasive monitoring is implemented using biomarkers like CXCL10 in the clinic, attention will be needed to identify other uncommon, potential sources of CXCL10 elevation.
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Affiliation(s)
- Shwetha Suresh
- The University of British Columbia Faculty of Medicine, Vancouver, British Columbia, Canada
| | - David Dix
- Oncology, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Li Wang
- Pathology & Laboratory Medicine, BC Children's Hospital, Vancouver, British Columbia, Canada
| | - Tom D Blydt-Hansen
- Department of Nephrology, BC Children's Hospital, Vancouver, British Columbia, Canada
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21
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Bajaj S, Gershony S, Afshar K, Blydt-Hansen TD. Clinical indicators of slow graft function and outcome after pediatric kidney transplantation. Pediatr Transplant 2022; 26:e14353. [PMID: 35781749 DOI: 10.1111/petr.14353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Lesser degrees of perioperative ischemia-reperfusion injury that does not require dialysis may nonetheless influence allograft outcomes, necessitating evaluation of suitable surrogate indicators of perioperative allograft injury. METHODS This retrospective analysis of pediatric kidney transplants evaluated two indicators representing pace and completeness of recovery, for association with 12-month estimated glomerular filtration rate (eGFR) and first-year rate of eGFR decline: time to creatinine nadir (TTN) and ratio of recipient/donor unadjusted GFR (uGFRR/D ) at 1-month post-transplant. Donor, recipient, and perioperative risk factors were tested further for association with these 2 indicators. RESULTS 179 patients (190 transplants) aged 13 (IQR 7-17) years and 56% male were included. Twelve-month eGFR was strongly associated with unadjusted GFR at 1 month (uGFR1M , p < .001) and uGFRR/D (p = .003), but not with TTN. None of the indicators was associated with the rate of subsequent eGFR decline after 1-month post-transplant. As a potential surrogate indicator, uGFR1M is effectively modeled by TTN and uGFRR/D (adjusted R2 = 0.57) and is associated with 12-month eGFR (β = 0.81 ± 0.08; p < .001). Clinical factors associated with uGFRR/D included donor uGFR (p < .001), BSA (p = .026), age (p = .074), and recipient BSA (p < .001). Factors associated with pace of recovery (TTN) included donor uGFR (p = .018), type (p = .019), and recipient BSA (p = .022). CONCLUSIONS The uGFRR/D ratio, but not TTN, is a useful indicator of perioperative allograft damage that is associated with one-year functional outcome; and uGFR1M is a potential early surrogate outcome. Donor, recipient, and perioperative factors that are associated with slow allograft function are identified.
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Affiliation(s)
- Sargun Bajaj
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sharon Gershony
- Department of Radiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kourosh Afshar
- Department of Urologic Sciences, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tom David Blydt-Hansen
- Department of Pediatrics (Nephrology), University of British Columbia, Vancouver, British Columbia, Canada
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22
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Steggerda JA, Pizzo H, Garrison J, Zhang X, Haas M, Kim IK, Jordan SC, Puliyanda DP. Use of a donor-derived cell-free DNA assay to monitor treatment response in pediatric renal transplant recipients with allograft rejection. Pediatr Transplant 2022; 26:e14258. [PMID: 35340104 DOI: 10.1111/petr.14258] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 01/09/2022] [Accepted: 02/08/2022] [Indexed: 12/21/2022]
Abstract
BACKGROUND Detection of donor-derived cell-free DNA (dd-cfDNA) reliably identifies allograft rejection in pediatric and adult kidney transplant (KT) recipients. Here, we evaluate the utility of dd-cfDNA for monitoring response to treatment among pediatric renal transplant recipients suffering graft rejection. METHODS 58 pediatric transplant recipients were enrolled between April 2018 and March 2020 and underwent initial dd-cfDNA testing to monitor for rejection. Allograft biopsy was performed for dd-cfDNA scores >1.0%. Patients with histologically proven rejection formed the study cohort and underwent appropriate treatment. Results of dd-cfDNA, serum creatinine (SCr), biopsy findings, and treatment outcomes were evaluated. Standard statistical analyses were applied. RESULTS Nineteen of 58 (31%) patients had dd-cfDNA score >1.0%, of which 18 (94.7%) had biopsy-proven rejection. Median dd-cfDNA value was 1.90% (interquartile range 1.43%-3.23%), and biopsy results showed 11 patients (61.1%) with antibody-mediated rejection (AMR), 2 patients (11.1%) with T-cell mediated rejection (TCMR), and 5 patients (27.7%) with mixed AMR/TCMR. SCr at time of biopsy was 1.28 ± 1.09 mg/dl. Following treatment, dd-cfDNA scores decreased for all types of rejection but still remained >1.0% in both AMR (1.50% [0.90%-3.10%]) and mixed (1.40% [0.95%-4.15%]) groups. Repeat dd-cfDNA values were <1.0% for patients with TCMR (0.20%-0.28%). SCr showed minimal change from pre-treatment levels regardless of rejection subtype. CONCLUSIONS Patients with TCMR may be reliably followed by dd-cfDNA; however, it remains unclear whether persistently elevated dd-cfDNA levels in AMR is a reflection of ongoing subclinical rejection or an inherent limitation of the assay's utility.
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Affiliation(s)
- Justin A Steggerda
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Helen Pizzo
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Jonathan Garrison
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Xiaohai Zhang
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Mark Haas
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Irene K Kim
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Stanley C Jordan
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
| | - Dechu P Puliyanda
- Cedars Sinai Medical Center, Pediatric Nephrology, Los Angeles, California, USA
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23
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Van Loon E, Lamarthée B, Barba T, Claes S, Coemans M, de Loor H, Emonds MP, Koshy P, Kuypers D, Proost P, Senev A, Sprangers B, Tinel C, Thaunat O, Van Craenenbroeck AH, Schols D, Naesens M. Circulating Donor-Specific Anti-HLA Antibodies Associate With Immune Activation Independent of Kidney Transplant Histopathological Findings. Front Immunol 2022; 13:818569. [PMID: 35281018 PMCID: PMC8904423 DOI: 10.3389/fimmu.2022.818569] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/10/2022] [Indexed: 12/17/2022] Open
Abstract
Despite the critical role of cytokines in allograft rejection, the relation of peripheral blood cytokine profiles to clinical kidney transplant rejection has not been fully elucidated. We assessed 28 cytokines through multiplex assay in 293 blood samples from kidney transplant recipients at time of graft dysfunction. Unsupervised hierarchical clustering identified a subset of patients with increased pro-inflammatory cytokine levels. This patient subset was hallmarked by a high prevalence (75%) of donor-specific anti-human leukocyte antigen antibodies (HLA-DSA) and histological rejection (70%) and had worse graft survival compared to the group with low cytokine levels (HLA-DSA in 1.7% and rejection in 33.7%). Thirty percent of patients with high pro-inflammatory cytokine levels and HLA-DSA did not have histological rejection. Exploring the cellular origin of these cytokines, we found a corresponding expression in endothelial cells, monocytes, and natural killer cells in single-cell RNASeq data from kidney transplant biopsies. Finally, we confirmed secretion of these cytokines in HLA-DSA-mediated cross talk between endothelial cells, NK cells, and monocytes. In conclusion, blood pro-inflammatory cytokines are increased in kidney transplant patients with HLA-DSA, even in the absence of histology of rejection. These observations challenge the concept that histology is the gold standard for identification of ongoing allo-immune activation after transplantation.
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Affiliation(s)
- Elisabet Van Loon
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Baptiste Lamarthée
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Thomas Barba
- Department of Transplantation, Nephrology and Clinical Immunology, Edouard Herriot Hospital Lyon, Hospices Civils de Lyon, Lyon, France
| | - Sandra Claes
- Department of Microbiology, Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Maarten Coemans
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Leuven Biostatistics and Statistical Bioinformatics Centre, Department of Public Health and Primary Care, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Henriette de Loor
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Marie-Paule Emonds
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders, Mechelen, Belgium
| | - Priyanka Koshy
- Department of Imaging and Pathology, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Dirk Kuypers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Paul Proost
- Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Aleksandar Senev
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders, Mechelen, Belgium
| | - Ben Sprangers
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium.,Laboratory of Molecular Immunology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Claire Tinel
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Olivier Thaunat
- Department of Transplantation, Nephrology and Clinical Immunology, Edouard Herriot Hospital Lyon, Hospices Civils de Lyon, Lyon, France
| | - Amaryllis H Van Craenenbroeck
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
| | - Dominique Schols
- Department of Microbiology, Immunology and Transplantation, Laboratory of Virology and Chemotherapy, Rega Institute, Katholieke Universiteit (KU) Leuven, Leuven, Belgium
| | - Maarten Naesens
- Department of Microbiology, Immunology and Transplantation, Nephrology and Kidney Transplantation Research Group, Katholieke Universiteit (KU) Leuven, Leuven, Belgium.,Department of Nephrology and Kidney Transplantation, University Hospitals Leuven, Leuven, Belgium
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24
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Han Q, Zhang X, Ren X, Hang Z, Yin Y, Wang Z, Chen H, Sun L, Tao J, Han Z, Tan R, Gu M, Ju X. Biological Characteristics and Predictive Model of Biopsy-Proven Acute Rejection (BPAR) After Kidney Transplantation: Evidences of Multi-Omics Analysis. Front Genet 2022; 13:844709. [PMID: 35480323 PMCID: PMC9037533 DOI: 10.3389/fgene.2022.844709] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 03/03/2022] [Indexed: 01/10/2023] Open
Abstract
Objectives: Early diagnosis and detection of acute rejection following kidney transplantation are of great significance for guiding the treatment and improving the prognosis of renal transplant recipients. In this study, we are aimed to explore the biological characteristics of biopsy-proven acute rejection (BPAR) and establish a predictive model. Methods: Gene expression matrix of the renal allograft samples in the GEO database were screened and included, using Limma R package to identify differentially expressed transcripts between BPAR and No-BPAR groups. Then a predictive model of BPAR was established based on logistic regression of which key transcripts involved in the predictive model were further explored using functional enrichment analyses including Gene Ontology analysis (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis, and Gene Set Enrichment Analysis (GSEA). Results: A total of four studies (GSE129166, GSE48581, GSE36059, and GSE98320) were included for extensive analysis of differential expression. 32 differential expressed transcripts were observed to be significant between two groups after the pooled analysis. Afterward, a predictive model containing the five most significant transcripts (IDO1, CXCL10, IFNG, GBP1, PMAIP1) showed good predictive efficacy for BPAR after kidney transplantation (AUC = 0.919, 95%CI = 0.902–0.939). Results of functional enrichment analysis showed that The functions of differential genes are mainly manifested in chemokine receptor binding, chemokine activity, G protein-coupled receptor binding, etc. while the immune infiltration analysis indicated that immune cells mainly related to acute rejection include Macrophages. M1, T cells gamma delta, T cells CD4 memory activated, eosinophils, etc. Conclusion: We have identified a total of 32 differential expressed transcripts and based on that, a predictive model with five significant transcripts was established, which was suggested as a highly recommended tool for the prediction of BPAR after kidney transplantation. However, an extensive study should be performed for the evaluation of the predictive model and mechanism involved.
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Affiliation(s)
- Qianguang Han
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiang Zhang
- Department of Urology, Affiliated Hospital of Nantong University, Nantong, China
| | - Xiaohan Ren
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhou Hang
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yu Yin
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zijie Wang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hao Chen
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Li Sun
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jun Tao
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhijian Han
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ruoyun Tan
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Min Gu
- Department of Urology, The Second Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiaobing Ju
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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25
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Ho J, Okoli GN, Rabbani R, Lam OLT, Reddy V, Askin N, Rampersad C, Trachtenberg A, Wiebe C, Nickerson P, Abou‐Setta AM. Effectiveness of T cell-mediated rejection therapy: A systematic review and meta-analysis. Am J Transplant 2022; 22:772-785. [PMID: 34860468 PMCID: PMC9300092 DOI: 10.1111/ajt.16907] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 11/22/2021] [Accepted: 11/26/2021] [Indexed: 01/25/2023]
Abstract
The effectiveness of T cell-mediated rejection (TCMR) therapy for achieving histological remission remains undefined in patients on modern immunosuppression. We systematically identified, critically appraised, and summarized the incidence and histological outcomes after TCMR treatment in patients on tacrolimus (Tac) and mycophenolic acid (MPA). English-language publications were searched in MEDLINE (Ovid), Embase (Ovid), Cochrane Central (Ovid), CINAHL (EBSCO), and Clinicaltrials.gov (NLM) up to January 2021. Study quality was assessed with the National Institutes of Health Study Quality Tool. We pooled results using an inverse variance, random-effects model and report the binomial proportions with associated 95% confidence intervals (95% CI). Statistical heterogeneity was explored using the I2 statistic. From 2875 screened citations, we included 12 studies (1255 participants). Fifty-eight percent were good/high quality while the rest were moderate quality. Thirty-nine percent of patients (95% CI 0.26-0.53, I2 77%) had persistent ≥Banff Borderline TCMR 2-9 months after anti-rejection therapy. Pulse steroids and augmented maintenance immunosuppression were mainstays of therapy, but considerable practice heterogeneity was present. A high proportion of biopsy-proven rejection exists after treatment emphasizing the importance of histology to characterize remission. Anti-rejection therapy is foundational to transplant management but well-designed clinical trials in patients on Tac/MPA immunosuppression are lacking to define the optimal therapeutic approach.
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Affiliation(s)
- Julie Ho
- Department of Internal MedicineMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - George N. Okoli
- George and Fay Yee Centre for Healthcare InnovationMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Rasheda Rabbani
- George and Fay Yee Centre for Healthcare InnovationMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada,Department of Community Health SciencesMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Otto L. T. Lam
- George and Fay Yee Centre for Healthcare InnovationMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Viraj K. Reddy
- George and Fay Yee Centre for Healthcare InnovationMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Nicole Askin
- Neil John Maclean Health Sciences LibraryUniversity of ManitobaWinnipegManitobaCanada
| | - Christie Rampersad
- Department of Internal MedicineMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Aaron Trachtenberg
- Department of Internal MedicineMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Chris Wiebe
- Department of Internal MedicineMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Peter Nickerson
- Department of Internal MedicineMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
| | - Ahmed M. Abou‐Setta
- George and Fay Yee Centre for Healthcare InnovationMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada,Department of Community Health SciencesMax Rady College of MedicineRady Faculty of Health SciencesUniversity of ManitobaWinnipegManitobaCanada
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26
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Seiler LK, Phung NL, Nikolin C, Immenschuh S, Erck C, Kaufeld J, Haller H, Falk CS, Jonczyk R, Lindner P, Thoms S, Siegl J, Mayer G, Feederle R, Blume CA. An Antibody-Aptamer-Hybrid Lateral Flow Assay for Detection of CXCL9 in Antibody-Mediated Rejection after Kidney Transplantation. Diagnostics (Basel) 2022; 12:diagnostics12020308. [PMID: 35204399 PMCID: PMC8871475 DOI: 10.3390/diagnostics12020308] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 01/13/2022] [Accepted: 01/17/2022] [Indexed: 02/04/2023] Open
Abstract
Chronic antibody-mediated rejection (AMR) is a key limiting factor for the clinical outcome of a kidney transplantation (Ktx), where early diagnosis and therapeutic intervention is needed. This study describes the identification of the biomarker CXC-motif chemokine ligand (CXCL) 9 as an indicator for AMR and presents a new aptamer-antibody-hybrid lateral flow assay (hybrid-LFA) for detection in urine. Biomarker evaluation included two independent cohorts of kidney transplant recipients (KTRs) from a protocol biopsy program and used subgroup comparisons according to BANFF-classifications. Plasma, urine and biopsy lysate samples were analyzed with a Luminex-based multiplex assay. The CXCL9-specific hybrid-LFA was developed based upon a specific rat antibody immobilized on a nitrocellulose-membrane and the coupling of a CXCL9-binding aptamer to gold nanoparticles. LFA performance was assessed according to receiver operating characteristic (ROC) analysis. Among 15 high-scored biomarkers according to a neural network analysis, significantly higher levels of CXCL9 were found in plasma and urine and biopsy lysates of KTRs with biopsy-proven AMR. The newly developed hybrid-LFA reached a sensitivity and specificity of 71% and an AUC of 0.79 for CXCL9. This point-of-care-test (POCT) improves early diagnosis-making in AMR after Ktx, especially in KTRs with undetermined status of donor-specific HLA-antibodies.
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Affiliation(s)
- Lisa K. Seiler
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
| | - Ngoc Linh Phung
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
| | - Christoph Nikolin
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, 30625 Hannover, Germany; (C.N.); (S.I.)
| | - Stephan Immenschuh
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, 30625 Hannover, Germany; (C.N.); (S.I.)
| | - Christian Erck
- Helmholtz Centre for Infection Research, Cellular Proteome Research Group, 38124 Braunschweig, Germany;
| | - Jessica Kaufeld
- Department of Nephrology and Hypertension, Hannover Medical School, 30625 Hannover, Germany; (J.K.); (H.H.)
| | - Hermann Haller
- Department of Nephrology and Hypertension, Hannover Medical School, 30625 Hannover, Germany; (J.K.); (H.H.)
| | - Christine S. Falk
- Institute for Transplant Immunology, Hannover Medical School, 30625 Hannover, Germany;
| | - Rebecca Jonczyk
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
| | - Patrick Lindner
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
| | - Stefanie Thoms
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
| | - Julia Siegl
- Chemical Biology & Chemical Genetics, Life and Medical Sciences (LIMES) Institute, University of Bonn, 53121 Bonn, Germany; (J.S.); (G.M.)
- Center of Aptamer Research & Development (CARD), University of Bonn, 53121 Bonn, Germany
| | - Günter Mayer
- Chemical Biology & Chemical Genetics, Life and Medical Sciences (LIMES) Institute, University of Bonn, 53121 Bonn, Germany; (J.S.); (G.M.)
- Center of Aptamer Research & Development (CARD), University of Bonn, 53121 Bonn, Germany
| | - Regina Feederle
- Monoclonal Antibody Core Facility, Institute for Diabetes and Obesity, Helmholtz-Zentrum München, German Research Center for Environmental Health, 85764 Neuherberg, Germany;
| | - Cornelia A. Blume
- Institute of Technical Chemistry, Leibniz University Hannover, 30167 Hannover, Germany; (L.K.S.); (N.L.P.); (R.J.); (P.L.); (S.T.)
- Correspondence:
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27
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Siegl J, Nikolin C, Phung NL, Thoms S, Blume C, Mayer G. Split-Combine Click-SELEX Reveals Ligands Recognizing the Transplant Rejection Biomarker CXCL9. ACS Chem Biol 2022; 17:129-137. [PMID: 35018777 DOI: 10.1021/acschembio.1c00789] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Renal rejection is a major incidence in patients after kidney transplantation and associated with allograft scarring and function loss, especially in antibody-mediated rejection. Regular clinical monitoring of kidney-transplanted patients is thus necessary, but measuring donor-specific antibodies is not always predictive, and graft biopsies are time-consuming and costly and may come up with a histological result unsuspicious for rejection. Therefore, a noninvasive diagnostic approach to estimate an increased probability of kidney graft rejection by measuring specific biomarkers is highly desired. The chemokine CXCL9 is described as an early indicator of rejection. In this work, we identified clickmers and an aptamer by split-combine click-SELEX (systematic evolution of ligands by exponential enrichment) that bind CXLC9 with high affinity. The aptamers recognize native CXCL9 and maintain binding properties under urine conditions. These features render the molecules as potential binding and detector probes for developing point-of-care devices, e.g., lateral flow assays, enabling the noninvasive monitoring of CXCL9 in renal allograft patients.
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Affiliation(s)
- Julia Siegl
- Chemical Biology & Chemical Genetics, Life and Medical Sciences (LIMES) Institute, University of Bonn, Gerhard-Domagk-Str. 1, Bonn 53121, Germany
| | - Christoph Nikolin
- Institute of Transfusion Medicine and Transplant Engineering, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany
| | - Ngoc Linh Phung
- Institute for Technical Chemistry, Leibniz University Hannover, Callinstr. 5, Hannover 30167, Germany
| | - Stefanie Thoms
- Institute for Technical Chemistry, Leibniz University Hannover, Callinstr. 5, Hannover 30167, Germany
| | - Cornelia Blume
- Institute for Technical Chemistry, Leibniz University Hannover, Callinstr. 5, Hannover 30167, Germany
| | - Günter Mayer
- Chemical Biology & Chemical Genetics, Life and Medical Sciences (LIMES) Institute, University of Bonn, Gerhard-Domagk-Str. 1, Bonn 53121, Germany
- Center of Aptamer Research & Development (CARD), University of Bonn, Gerhard-Domagk-Str. 1, Bonn 53121, Germany
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Deville KA, Seifert ME. Biomarkers of alloimmune events in pediatric kidney transplantation. Front Pediatr 2022; 10:1087841. [PMID: 36741087 PMCID: PMC9895094 DOI: 10.3389/fped.2022.1087841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/28/2022] [Indexed: 01/21/2023] Open
Abstract
Alloimmune events such as the development of de novo donor-specific antibody (dnDSA), T cell-mediated rejection (TCMR), and antibody-mediated rejection (ABMR) are the primary contributors to kidney transplant failure in children. For decades, a creatinine-based estimated glomerular filtration rate (eGFR) has been the non-invasive gold standard biomarker for detecting clinically significant alloimmune events, but it suffers from low sensitivity and specificity, especially in smaller children and older allografts. Many clinically "stable" children (based on creatinine) will have alloimmune events known as "subclinical acute rejection" (based on biopsy) that merely reflect the inadequacy of creatinine-based estimates for alloimmune injury rather than a distinct phenotype from clinical rejection with allograft dysfunction. The poor biomarker performance of creatinine leads to many unnecessary surveillance and for-cause biopsies that could be avoided by integrating non-invasive biomarkers with superior sensitivity and specificity into current clinical paradigms. In this review article, we will present and appraise the current state-of-the-art in monitoring for alloimmune events in pediatric kidney transplantation. We will first discuss the current clinical standards for assessing the presence of alloimmune injury and predicting long-term outcomes. We will review principles of biomarker medicine and the application of comprehensive metrics to assess the performance of a given biomarker against the current gold standard. We will then highlight novel blood- and urine-based biomarkers (with special emphasis on pediatric biomarker studies) that have shown superior diagnostic and prognostic performance to the current clinical standards including creatinine-based eGFR. Finally, we will review some of the barriers to translating this research and implementing emerging biomarkers into common clinical practice, and present a transformative approach to using multiple biomarker platforms at different times to optimize the detection and management of critical alloimmune events in pediatric kidney transplant recipients.
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Affiliation(s)
- Kyle A Deville
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alabama Heersink School of Medicine, Birmingham, AL, United States
| | - Michael E Seifert
- Division of Pediatric Nephrology, Department of Pediatrics, University of Alabama Heersink School of Medicine, Birmingham, AL, United States
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Design and Methods of the Validating Injury to the Renal Transplant Using Urinary Signatures (VIRTUUS) Study in Children. Transplant Direct 2021; 7:e791. [PMID: 34805493 PMCID: PMC8601357 DOI: 10.1097/txd.0000000000001244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/13/2021] [Accepted: 09/17/2021] [Indexed: 11/23/2022] Open
Abstract
Lack of noninvasive diagnostic and prognostic biomarkers to reliably detect early allograft injury poses a major hindrance to long-term allograft survival in pediatric kidney transplant recipients.
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Urinary CXCL10 specifically relates to HLA-DQ eplet mismatch load in kidney transplant recipients. Transpl Immunol 2021; 70:101494. [PMID: 34774739 DOI: 10.1016/j.trim.2021.101494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 11/03/2021] [Accepted: 11/06/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Urinary CXCL10 (uCXCL10) is associated with graft inflammation and graft survival, but the factors related to its excretion are not well known. HLA molecular matching at epitope level allow estimating the "dissimilarity" between donor and recipient HLA more precisely, being better related to further transplant outcomes. The relationship between uCXCL10 and HLA molecular mismatch has not been previously explored. METHODS HLA class I and class II typing of some 65 recipients and their donors was retrospectively performed by high resolution sequence-specific-primer (Life Technologies, Brown Deer, WI). The HLA-Matchmaker 3.1 software was used to assess eplet matching. Urine samples collected on the day of the 1-year surveillance biopsy were available of these 65 patients. uCXCL10 was measured using a commercial enzyme-linked immunoassay kit. RESULTS 1-year uCXCL10 was independently associated with HLA-DQB1 eplet mismatch load (β 0.300, 95%CI 0.010-0.058, p = 0.006). Kidney transplant recipients with a HLA-DQB1 eplet mismatch load >3 showed higher values of uCXCL10 at 1-year (p = 0.018) than those with ≤3. Patients with a HLA-DQB1 eplet mismatch load >3 with subclinical AbMR had significantly higher levels of the logarithm of 1-year uCXCL10 (No AbMR 0.88, IQR 0.37; AbMR 1.38, IQR 0.34, p = 0.002) than those without AbMR. CONCLUSIONS uCXCL10 specifically relates to HLA-DQ eplet mismatch load. This relationship can partly explain the previously reported association between uCXCL10 excretion and graft inflammation. An adequate evaluation of any potential non-invasive biomarker, such as uCXCL10, must take into account the HLA molecular mismatch.
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