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Dal Lago S, Brani P, Ietto G, Dalla Gasperina D, Gianfagna F, Giaroni C, Bosi A, Drago Ferrante F, Genoni A, Manzoor HZ, Ambrosini A, De Cicco M, Quartarone CD, Khemara S, Carcano G, Maggi F, Baj A. Torque Teno Virus: A Promising Biomarker in Kidney Transplant Recipients. Int J Mol Sci 2024; 25:7744. [PMID: 39062987 PMCID: PMC11277443 DOI: 10.3390/ijms25147744] [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: 05/08/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024] Open
Abstract
Torque Teno Virus (TTV) is a ubiquitous component of the human virome, not associated with any disease. As its load increases when the immune system is compromised, such as in kidney transplant (KT) recipients, TTV load monitoring has been proposed as a method to assess immunosuppression. In this prospective study, TTV load was measured in plasma and urine samples from 42 KT recipients, immediately before KT and in the first 150 days after it. Data obtained suggest that TTV could be a relevant marker for evaluating immune status and could be used as a guide to predict the onset of infectious complications in the follow-up of KT recipients. Since we observed no differences considering distance from transplantation, while we found a changing trend in days before viral infections, we suggest to consider changes over time in the same subjects, irrespective of time distance from transplantation.
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Affiliation(s)
- Sara Dal Lago
- Nephrology Department, ASST Sette Laghi, University of Insubria, 21100 Varese, Italy
| | - Paola Brani
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Giuseppe Ietto
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Daniela Dalla Gasperina
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Francesco Gianfagna
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy
- Mediterranea Cardiocentro, 80122 Napoli, Italy
| | - Cristina Giaroni
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Annalisa Bosi
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy
| | | | - Angelo Genoni
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Hafza Zahira Manzoor
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Andrea Ambrosini
- Nephrology Department, ASST Sette Laghi, University of Insubria, 21100 Varese, Italy
| | - Marco De Cicco
- Nephrology Department, ASST Sette Laghi, University of Insubria, 21100 Varese, Italy
| | | | - Sara Khemara
- Nephrology Department, ASST Sette Laghi, University of Insubria, 21100 Varese, Italy
| | - Giulio Carcano
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
| | - Fabrizio Maggi
- Laboratory of Virology, National Institute for Infectious Diseases L. Spallanzani—IRCCS, 00149 Rome, Italy
| | - Andreina Baj
- Department of Medicine and Technological Innovation, University of Insubria, 21100 Varese, Italy
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2
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Zhu Z, Wang Y, Ning W, Liu C, Chen C. Torquetenovirus from bronchoalveolar lavage fluid as a biomarker for lung infection among immunocompromised hosts. Biomark Med 2024; 18:581-591. [PMID: 38982729 PMCID: PMC11370955 DOI: 10.1080/17520363.2024.2366148] [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: 01/01/2024] [Accepted: 05/08/2024] [Indexed: 07/11/2024] Open
Abstract
Aim: Torquetenovirus (TTV) was a promising biomarker for immunity, while lung regional TTV for evaluating the opportunistic infection among immunocompromised hosts (ICH) was unclear.Materials & methods: In the ICH and non-ICH populations, we compared the susceptibility to opportunistic infections, clinical severity and the prognosis between subgroups, respectively.Results: ICH with detectable bronchoalveolar lavage fluid (BALF)-TTV were more susceptible to lung aspergillosis and Mycobacterium infections. Furthermore, our data demonstrated that the ICH cohort with detectable BALF-TTV represented a higher clinical severity and a worse prognosis, while the above findings were not found in the non-ICH population.Conclusion: Our findings demonstrated that the BALF-TTV could act as an effective predictor for opportunistic infection for ICH that complemented the CD4+ T cell counts.
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Affiliation(s)
- Ziwen Zhu
- Department of Respiratory & Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou215006, China
| | - Yang Wang
- Department of Respiratory & Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou215006, China
| | - Weiwei Ning
- Department of Respiratory & Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou215006, China
| | - Chao Liu
- Department of Respiratory & Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou215006, China
| | - Cheng Chen
- Department of Respiratory & Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou215006, China
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3
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Chauvelot L, Barba T, Saison C, Siska E, Kulifaj D, Bakker SJL, Koenig A, Rabeyrin M, Buron F, Picard C, Dijoud F, Manière L, Lina B, Morelon E, Dubois V, Thaunat O. Longitudinal monitoring of Torque Teno virus DNAemia in kidney transplant recipients correlates with long-term complications of inadequate immunosuppression. J Med Virol 2024; 96:e29806. [PMID: 39007420 DOI: 10.1002/jmv.29806] [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: 03/29/2024] [Revised: 06/20/2024] [Accepted: 07/06/2024] [Indexed: 07/16/2024]
Abstract
Optimization of individual immunosuppression, which reduces the risks of both graft loss and patients' death, is considered the best approach to improve long-term outcomes of renal transplantation. Torque Teno Virus (TTV) DNAemia has emerged as a potential biomarker reflecting the depth of therapeutic immunosuppression during the initial year post-transplantation. However, its efficacy in long-term monitoring remains uncertain. In a cohort study involving 34 stable kidney transplant recipients and 124 healthy volunteers, we established lower and upper TTV DNAemia thresholds (3.75-5.1 log10 cp/mL) correlating with T-cell activatability, antibody response against flu vaccine, and risk for subsequent serious infections or cancer over 50 months. Validation in an independent cohort of 92 recipients confirmed that maintaining TTV DNAemia within this range in >50% of follow-up time points was associated with reduced risks of complications due to inadequate immunosuppression, including de novo DSA, biopsy-proven antibody-mediated rejection, graft loss, infections, or cancer. Multivariate analysis highlighted "in-target" TTV DNAemia as the sole independent variable significantly linked to decreased risk for long-term complications due to inadequate immunosuppression (odds ratio [OR]: 0.27 [0.09-0.77]; p = 0.019). Our data suggest that the longitudinal monitoring of TTV DNAemia in kidney transplant recipients could help preventing the long-term complications due to inadequate immunosuppression.
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Affiliation(s)
- Luc Chauvelot
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | - Thomas Barba
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
- Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
- Department of Internal Medicine, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
| | - Carole Saison
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- French National Blood Service (EFS), HLA Laboratory, Lyon, France
| | - Evangelia Siska
- BioMérieux SA, 138, Rue Louis PASTEUR, Parc Technologique Delta Sud, Verniolle, France
| | - Dorian Kulifaj
- BioMérieux SA, 138, Rue Louis PASTEUR, Parc Technologique Delta Sud, Verniolle, France
| | - Stephan J L Bakker
- Department of Internal Medicine, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Alice Koenig
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
| | - Maud Rabeyrin
- Department of Pathology, Hospices Civils de Lyon, Groupement Hospitalier Est, Bron, France
| | - Fanny Buron
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
| | - Cécile Picard
- Department of Pathology, Hospices Civils de Lyon, Groupement Hospitalier Est, Bron, France
| | - Frédérique Dijoud
- Department of Pathology, Hospices Civils de Lyon, Groupement Hospitalier Est, Bron, France
| | - Louis Manière
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
| | - Bruno Lina
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
| | - Emmanuel Morelon
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
| | - Valerie Dubois
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- French National Blood Service (EFS), HLA Laboratory, Lyon, France
| | - Olivier Thaunat
- Department of Transplantation, Nephrology and Clinical Immunology, Hospices Civils de Lyon, Groupement Hospitalier Centre, Lyon, France
- CIRI, Centre International de Recherche en Infectiologie, Université de Lyon, INSERM U1111, Université Claude Bernard Lyon 1, CNRS, UMR5308, ENS de Lyon, Lyon, France
- Lyon-Est Medical Faculty, Claude Bernard University (Lyon 1), Lyon, France
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4
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Fernando JJ, Biswas R, Biswas L. Non-invasive molecular biomarkers for monitoring solid organ transplantation: A comprehensive overview. Int J Immunogenet 2024; 51:47-62. [PMID: 38200592 DOI: 10.1111/iji.12654] [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: 07/21/2023] [Revised: 12/26/2023] [Accepted: 12/29/2023] [Indexed: 01/12/2024]
Abstract
Solid organ transplantation is a life-saving intervention for individuals with end-stage organ failure. Despite the effectiveness of immunosuppressive therapy, the risk of graft rejection persists in all viable transplants between individuals. The risk of rejection may vary depending on the degree of compatibility between the donor and recipient for both human leucocyte antigen (HLA) and non-HLA gene-encoded products. Monitoring the status of the allograft is a critical aspect of post-transplant management, with invasive biopsies being the standard of care for detecting rejection. Non-invasive biomarkers are increasingly being recognized as valuable tools for aiding in the detection of graft rejection, monitoring graft status and evaluating the efficacy of immunosuppressive therapy. Here, we focus on the importance of molecular biomarkers in solid organ transplantation and their potential role in clinical practice. Conventional molecular biomarkers used in transplantation include HLA typing, detection of anti-HLA antibodies, killer cell immunoglobulin-like receptor genotypes, and anti-MHC class 1-related chain A antibodies, which are important for assessing the compatibility of the donor and recipient. Emerging molecular biomarkers include the detection of donor-derived cell-free DNA, microRNAs (regulation of gene expression), exosomes (small vesicles secreted by cells), and kidney solid organ response test, in the recipient's blood for early signs of rejection. This review highlights the strengths and limitations of these molecular biomarkers and their potential role in improving transplant outcomes.
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Affiliation(s)
- Jeffy J Fernando
- Amrita School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Raja Biswas
- Amrita School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Lalitha Biswas
- Amrita School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
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Reineke M, Morath C, Speer C, Rudek M, Bundschuh C, Klein JA, Mahler CF, Kälble F, Nusshag C, Beimler J, Zeier M, Bartenschlager R, Schnitzler P, Benning L. Dynamics of torque teno virus load in kidney transplant recipients with indication biopsy and therapeutic modifications of immunosuppression. Front Med (Lausanne) 2024; 11:1337367. [PMID: 38327708 PMCID: PMC10847215 DOI: 10.3389/fmed.2024.1337367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 01/04/2024] [Indexed: 02/09/2024] Open
Abstract
Following kidney transplantation, lifelong immunosuppressive therapy is essential to prevent graft rejection. On the downside, immunosuppression increases the risk of severe infections, a major cause of death among kidney transplant recipients (KTRs). To improve post-transplant outcomes, adequate immunosuppressive therapy is therefore a challenging but vital aspect of clinical practice. Torque teno virus load (TTVL) was shown to reflect immune competence in KTRs, with low TTVL linked to an elevated risk for rejections and high TTVL associated with infections in the first year post-transplantation. Yet, little is known about the dynamics of TTVL after the first year following transplantation and how TTVL changes with respect to short-term modifications in immunosuppressive therapy. Therefore, we quantified TTVL in 106 KTRs with 108 clinically indicated biopsies, including 65 biopsies performed >12 months post-transplantation, and correlated TTVL to histopathology. In addition, TTVL was quantified at 7, 30, and 90 days post-biopsy to evaluate how TTVL was affected by changes in immunosuppression resulting from interventions based on histopathological reporting. TTVL was highest in patients biopsied between 1 and 12 months post-transplantation (N = 23, median 2.98 × 107 c/mL) compared with those biopsied within 30 days (N = 20, median 7.35 × 103 c/mL) and > 1 year post-transplantation (N = 65, median 1.41 × 104 c/mL; p < 0.001 for both). Patients with BK virus-associated nephropathy (BKVAN) had significantly higher TTVL than patients with rejection (p < 0.01) or other pathologies (p < 0.001). When converted from mycophenolic acid to a mTOR inhibitor following the diagnosis of BKVAN, TTVL decreased significantly between biopsy and 30 and 90 days post-biopsy (p < 0.01 for both). In KTR with high-dose corticosteroid pulse therapy for rejection, TTVL increased significantly between biopsy and 30 and 90 days post-biopsy (p < 0.05 and p < 0.01, respectively). Of note, no significant changes were seen in TTVL within 7 days of changes in immunosuppressive therapy. Additionally, TTVL varied considerably with time since transplantation and among individuals, with a significant influence of age and BMI on TTVL (p < 0.05 for all). In conclusion, our findings indicate that TTVL reflects changes in immunosuppressive therapy, even in the later stages of post-transplantation. To guide immunosuppressive therapy based on TTVL, one should consider inter- and intraindividual variations, as well as potential confounding factors.
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Affiliation(s)
- Marvin Reineke
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Morath
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
- German Center for Infection Research, DZIF, Heidelberg Partner Site, Heidelberg, Germany
| | - Claudius Speer
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
- Department of Molecular Medicine Partnership Unit Heidelberg, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Markus Rudek
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Bundschuh
- Medical Faculty Heidelberg, Department of Infectious Diseases, Virology, Heidelberg University, Heidelberg, Germany
| | - Julian A.F. Klein
- Medical Faculty Heidelberg, Department of Infectious Diseases, Virology, Heidelberg University, Heidelberg, Germany
| | - Christoph F. Mahler
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Florian Kälble
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Christian Nusshag
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Jörg Beimler
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Martin Zeier
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
| | - Ralf Bartenschlager
- German Center for Infection Research, DZIF, Heidelberg Partner Site, Heidelberg, Germany
- Medical Faculty Heidelberg, Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg University, Heidelberg, Germany
- Division Virus-Associated Carcinogenesis, German Cancer Research Center, Heidelberg, Germany
| | - Paul Schnitzler
- German Center for Infection Research, DZIF, Heidelberg Partner Site, Heidelberg, Germany
- Medical Faculty Heidelberg, Department of Infectious Diseases, Virology, Heidelberg University, Heidelberg, Germany
| | - Louise Benning
- Department of Nephrology, Heidelberg University Hospital, Heidelberg, Germany
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Jonker J, Doorenbos CSE, Kremer D, Gore EJ, Niesters HGM, van Leer-Buter C, Bourgeois P, Connelly MA, Dullaart RPF, Berger SP, Sanders JSF, Bakker SJL. High-Density Lipoprotein Particles and Torque Teno Virus in Stable Outpatient Kidney Transplant Recipients. Viruses 2024; 16:143. [PMID: 38257843 PMCID: PMC10818741 DOI: 10.3390/v16010143] [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: 12/15/2023] [Revised: 01/11/2024] [Accepted: 01/17/2024] [Indexed: 01/24/2024] Open
Abstract
Torque teno virus (TTV) is emerging as a potential marker for monitoring immune status. In transplant recipients who are immunosuppressed, higher TTV DNA loads are observed than in healthy individuals. TTV load measurement may aid in optimizing immunosuppressive medication dosing in solid organ transplant recipients. Additionally, there is a growing interest in the role of HDL particles in immune function; therefore, assessment of both HDL concentrations and TTV load may be of interest in transplant recipients. The objective of this study was to analyze TTV loads and HDL parameters in serum samples collected at least one year post-transplantation from 656 stable outpatient kidney transplant recipients (KTRs), enrolled in the TransplantLines Food and Nutrition Cohort (Groningen, the Netherlands). Plasma HDL particles and subfractions were measured using nuclear magnetic resonance spectroscopy. Serum TTV load was measured using a quantitative real-time polymerase chain reaction. Associations between HDL parameters and TTV load were examined using univariable and multivariable linear regression. The median age was 54.6 [IQR: 44.6 to 63.1] years, 43.3% were female, the mean eGFR was 52.5 (±20.6) mL/min/1.73 m2 and the median allograft vintage was 5.4 [IQR: 2.0 to 12.0] years. A total of 539 participants (82.2%) had a detectable TTV load with a mean TTV load of 3.04 (±1.53) log10 copies/mL, the mean total HDL particle concentration was 19.7 (±3.4) μmol/L, and the mean HDL size was 9.1 (±0.5) nm. The univariable linear regression revealed a negative association between total HDL particle concentration and TTV load (st.β = -0.17, 95% CI st.β: -0.26 to -0.09, p < 0.001). An effect modification of smoking behavior influencing the association between HDL particle concentration and TTV load was observed (Pinteraction = 0.024). After adjustment for age, sex, alcohol intake, hemoglobin, eGFR, donor age, allograft vintage and the use of calcineurin inhibitors, the negative association between HDL particle concentration and TTV load remained statistically significant in the non-smoking population (st.β = -0.14, 95% CI st.β: -0.23 to -0.04, p = 0.006). Furthermore, an association between small HDL particle concentration and TTV load was found (st.β = -0.12, 95% CI st.β: -0.22 to -0.02, p = 0.017). Higher HDL particle concentrations were associated with a lower TTV load in kidney transplant recipients, potentially indicative of a higher immune function. Interventional studies are needed to provide causal evidence on the effects of HDL on the immune system.
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Affiliation(s)
- Jip Jonker
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Caecilia S. E. Doorenbos
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Daan Kremer
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Edmund J. Gore
- Department of Medical Microbiology and Infection Prevention, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Hubert G. M. Niesters
- Department of Medical Microbiology and Infection Prevention, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Coretta van Leer-Buter
- Department of Medical Microbiology and Infection Prevention, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | | | | | - Robin P. F. Dullaart
- Department of Internal Medicine, Division of Endocrinology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Stefan P. Berger
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Jan-Stephan F. Sanders
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Stephan J. L. Bakker
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
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7
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Doorenbos CSE, Jonker J, Hao J, Gore EJ, Kremer D, Knobbe TJ, de Joode AAE, Sanders JSF, Thaunat O, Niesters HGM, Van Leer-Buter CC, Bakker SJL. Smoking, Alcohol Intake and Torque Teno Virus in Stable Kidney Transplant Recipients. Viruses 2023; 15:2387. [PMID: 38140628 PMCID: PMC10748022 DOI: 10.3390/v15122387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/01/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023] Open
Abstract
Torque Teno Virus (TTV) is a non-pathogenic virus that is highly prevalent among kidney transplant recipients (KTRs). Its circulating load is associated with an immunological status in KTR and is considered a promising tool for guiding immunosuppression. To allow for optimal guidance, it is important to identify other determinants of TTV load. We aimed to investigate the potential association of smoking and alcohol intake with TTV load. For this cross-sectional study, serum TTV load was measured using PCR in stable kidney transplant recipients at ≥1 year after transplantation, and smoking status and alcohol intake were assessed through questionnaires and measurements of urinary cotinine and ethyl glucuronide. A total of 666 KTRs were included (57% male). A total of 549 KTR (82%) had a detectable TTV load (3.1 ± 1.5 log10 copies/mL). In KTR with a detectable TTV load, cyclosporin and tacrolimus use were positively associated with TTV load (St. β = 0.46, p < 0.001 and St. β = 0.66, p < 0.001, respectively), independently of adjustment for potential confounders. Current smoking and alcohol intake of >20 g/day were negatively associated with TTV load (St. β = -0.40, p = 0.004 and St. β = -0.33, p = 0.009, respectively), independently of each other and of adjustment for age, sex, kidney function, time since transplantation and calcineurin inhibitor use. This strong association of smoking and alcohol intake with TTV suggests a need to account for the smoking status and alcohol intake when applying TTV guided immunosuppression in KTR.
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Affiliation(s)
- Caecilia S. E. Doorenbos
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Jip Jonker
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Jiasi Hao
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Edmund J. Gore
- Department of Medical Microbiology, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Daan Kremer
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Tim J. Knobbe
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Anoek A. E. de Joode
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Jan Stephan F. Sanders
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
| | - Olivier Thaunat
- Department of Transplantation Nephrology and Clinical Immunology Hospices Civils de Lyon, Claude Bernard Lyon I University, INSERM Unit 1111, 69003 Lyon, France
| | - Hubert G. M. Niesters
- Department of Medical Microbiology, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Coretta C. Van Leer-Buter
- Department of Medical Microbiology, Division of Clinical Virology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Stephan J. L. Bakker
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands; (J.J.)
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Imhof C, Messchendorp L, van Baarle D, Gansevoort RT, Van Leer-Buter C, Sanders JSF. The Time-Dependent Association of Torque Teno Virus Load with the Level of SARS-CoV-2 S1 IgG Antibodies Following COVID-19 Vaccination in Kidney Transplant Recipients. Viruses 2023; 15:2189. [PMID: 38005867 PMCID: PMC10674182 DOI: 10.3390/v15112189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 10/26/2023] [Accepted: 10/28/2023] [Indexed: 11/26/2023] Open
Abstract
Kidney transplant recipients (KTR) show an impaired humoral immune response to COVID-19 vaccination due to their immunocompromised status. Torque teno virus (TTV) is a possible marker of immune function. This marker may be helpful in predicting the immune response after COVID-19 vaccination in order to decide which vaccination strategy should be applied. We therefore investigated whether TTV load is associated with the humoral response after COVID-19 vaccination. Of the KTR who participated in two prospective vaccination studies and received two to four doses of the mRNA-1273 COVID-19 vaccine, 122 were included. TTV load was measured prior to vaccination, and S1 IgG antibody levels were measured 28 days after vaccination. TTV load was independently inversely associated with S1 IgG antibodies after COVID-19 vaccination (B: -2.19 (95% CI: -3.6--0.8), p = 0.002). Interestingly, we found a significant interaction between TTV load and time after transplantation (p = 0.005). When patients were longer after transplantation, TTV load was less predictive for S1 IgG antibody response after vaccination compared to patients that were shorter after transplantation. Our data suggest that TTV load is a good marker in predicting COVID-19 vaccination antibody response and may be helpful in selecting a strategy shortly after transplantation. However, this marker should be handled with caution longer after transplantation.
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Affiliation(s)
- Céline Imhof
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Lianne Messchendorp
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Debbie van Baarle
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Ron T. Gansevoort
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Coretta Van Leer-Buter
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Jan-Stephan F. Sanders
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
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9
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Ho QY, Lai CMD, Liew IT, Oon LLE, Lim KL, Chung SJ, Thangaraju S, Tien SYC, Tan CS, Kee T. Immune monitoring of prevalent kidney transplant recipients using Torque Teno Virus: Protocol for a single-centre prospective cohort study. BMJ Open 2023; 13:e076122. [PMID: 37730403 PMCID: PMC10510931 DOI: 10.1136/bmjopen-2023-076122] [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: 05/29/2023] [Accepted: 08/29/2023] [Indexed: 09/22/2023] Open
Abstract
INTRODUCTION Kidney transplant recipients (KTRs) suffer from immunosuppression-related adverse events (iRAEs), such as infections and malignancy from chronic immunosuppression, but are also at risk of graft loss from rejection with underimmunosuppression. Biomarkers that predict both iRAEs and rejection while allowing individualisation of immunosuppression exposure are lacking. Although plasma viral DNA levels of torque teno virus (TTV), a widely prevalent, non-pathogenic virus, have been shown to predict both iRAE and rejection in newly transplanted KTRs within the first year after transplant, its role for prevalent KTRs on stable immunosuppression is less clear.This study aims to determine the prognostic value of TTV levels for severe infections (defined as infections requiring hospitalisation) in prevalent KTRs on stable immunosuppression for at least 3 months and compare it against that of other commonly available biomarkers. The study also aims to explore the relationship between TTV levels and factors affecting the 'net state of immunosuppression' as well as other clinical outcomes. METHODS AND ANALYSIS This is a single-centre, prospective, observational cohort study of 172 KTRs on stable immunosuppression for more than 3 months. TTV levels will be measured using the TTV R-GENE kit upon recruitment when study subjects are admitted and when kidney allograft biopsies are performed. Subjects will be monitored for iRAEs and rejection for at least 12 months. The relationship between TTV load and clinical outcomes such as severe infections will be analysed and compared against that from other common biomarkers and previously published predictive scores. ETHICS AND DISSEMINATION The study was approved by the SingHealth Centralised Institutional Review Board (2023/2170). The results will be presented at conferences and submitted for publication in peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT05836636.
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Affiliation(s)
- Quan Yao Ho
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
| | | | - Ian Tatt Liew
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
| | | | - Kun Lee Lim
- Department of Molecular Pathology, Singapore General Hospital, Singapore
| | - Shimin Jasmine Chung
- SingHealth Duke-NUS Transplant Centre, Singapore
- Department of Infectious Diseases, Singapore General Hospital, Singapore
| | - Sobhana Thangaraju
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
| | - Shan-Yeu Carolyn Tien
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
| | - Chieh Suai Tan
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
| | - Terence Kee
- Department of Renal Medicine, Singapore General Hospital, Singapore
- SingHealth Duke-NUS Transplant Centre, Singapore
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10
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Querido S, Martins C, Gomes P, Pessanha MA, Arroz MJ, Adragão T, Casqueiro A, Oliveira R, Costa I, Azinheira J, Paixão P, Weigert A. Kinetics of Torque Teno Virus Viral Load Is Associated with Infection and De Novo Donor Specific Antibodies in the First Year after Kidney Transplantation: A Prospective Cohort Study. Viruses 2023; 15:1464. [PMID: 37515152 PMCID: PMC10384556 DOI: 10.3390/v15071464] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 06/25/2023] [Indexed: 07/30/2023] Open
Abstract
Torque teno virus (TTV) was recently identified as a potential biomarker for the degree of immunosuppression, and potentially as a predictor of rejection and infection in solid organ transplant patients. We evaluated TTV viral load in kidney transplant (KT) patients during the first year post-transplant to examine overall kinetics and their relationships with deleterious events, including episodes of infection and the formation of de novo donor-specific antibodies (DSAs). In a single-center, prospective observational cohort study, 81 KT patients were monitored at baseline, week 1, and month 1, 3, 6, 9 and 12, post-KT, and whenever required by clinical events. Kidney function, plasma TTV load, immunoglobulins and lymphocyte subpopulations were assessed at each time point. Twenty-six patients (32.1%) presented a total of 38 infection episodes post-KT. Induction immunosuppression with thymoglobulin, compared to basiliximab, was not associated with more infections (p = 0.8093). Patients with infectious events had lower T-cells (p = 0.0500), CD8+ T-cells (p = 0.0313) and B-cells (p = 0.0009) 1 month post-KT, compared to infection-free patients. Patients with infection also showed higher increases in TTV viral loads between week 1- month 1, post-KT, with TTV viral load variations >2.65 log10 cp/mL predicting the development of infectious events during the 12-month study period (p < 0.0001; sensitivity 99.73%; specificity 83.67%). Patients who developed de novo DSAs had lower TTV DNA viral loads at month 12 after KT, compared to patients who did not develop DSA (3.7 vs. 5.3 log10 cp/mL, p = 0.0023). Briefly, evaluating early TTV viremia is a promising strategy for defining infectious risk in the 1st year post-KT. The availability of standardized commercial real-time PCR assays is crucial to further validate this as an effective tool guiding immunosuppression prescription.
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Affiliation(s)
- Sara Querido
- Renal Transplantation Unit, Nephrology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, 2790-134 Carnaxide, Portugal
- Infection, Sepsis & Antibiotics Resistance Research Group, CHRC-Comprehensive Health Research Center, NOVA Medical School, Faculdade de Ciências Médicas (NMS|FCM), Universidade NOVA de Lisboa, 1150-082 Lisboa, Portugal
| | - Catarina Martins
- Immune Dysregulation from Pregnancy to Adulthood Research Group, CHRC-Comprehensive Health Research Center, NOVA Medical School, Faculdade de Ciências Médicas (NMS|FCM), Universidade NOVA de Lisboa, 1150-082 Lisboa, Portugal
| | - Perpétua Gomes
- Laboratory of Clinical Microbiology and Molecular Biology, Department of Clinical Pathology, Centro Hospitalar de Lisboa Ocidental, 1349-019 Lisboa, Portugal
- Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), IUEM, 2829-511 Almada, Portugal
| | - Maria Ana Pessanha
- Laboratory of Clinical Microbiology and Molecular Biology, Department of Clinical Pathology, Centro Hospitalar de Lisboa Ocidental, 1349-019 Lisboa, Portugal
| | - Maria Jorge Arroz
- Flow Cytometry Laboratory, Department of Clinical Pathology, Centro Hospitalar de Lisboa Ocidental, 1349-019 Lisboa, Portugal
| | - Teresa Adragão
- Renal Transplantation Unit, Nephrology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, 2790-134 Carnaxide, Portugal
| | - Ana Casqueiro
- Renal Transplantation Unit, Nephrology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, 2790-134 Carnaxide, Portugal
| | - Regina Oliveira
- Renal Transplantation Unit, Nephrology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, 2790-134 Carnaxide, Portugal
| | - Inês Costa
- Laboratory of Clinical Microbiology and Molecular Biology, Department of Clinical Pathology, Centro Hospitalar de Lisboa Ocidental, 1349-019 Lisboa, Portugal
| | - Jorge Azinheira
- Laboratory of Biochemistry, Department of Clinical Pathology, Centro Hospitalar de Lisboa Ocidental, 1349-019 Lisboa, Portugal
| | - Paulo Paixão
- Infection, Sepsis & Antibiotics Resistance Research Group, CHRC-Comprehensive Health Research Center, NOVA Medical School, Faculdade de Ciências Médicas (NMS|FCM), Universidade NOVA de Lisboa, 1150-082 Lisboa, Portugal
| | - André Weigert
- Renal Transplantation Unit, Nephrology Department, Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, 2790-134 Carnaxide, Portugal
- Pharmacology and Neurosciences Institute, Faculdade de Medicina, Universidade de Lisboa, 1649-004 Lisboa, Portugal
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11
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Gore EJ, Gard L, Niesters HGM, Van Leer Buter CC. Understanding torquetenovirus (TTV) as an immune marker. Front Med (Lausanne) 2023; 10:1168400. [PMID: 37384041 PMCID: PMC10296770 DOI: 10.3389/fmed.2023.1168400] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/02/2023] [Indexed: 06/30/2023] Open
Abstract
Torquetenovirus (TTV), a small, single stranded anellovirus, is currently being explored as a marker of immunocompetence in patients with immunological impairment and inflammatory disorders. TTV has an extremely high prevalence and is regarded as a part of the human virome, the replication of which is controlled by a functioning immune system. The viral load of TTV in plasma of individuals is thought to reflect the degree of immunosuppression. Measuring and quantifying this viral load is especially promising in organ transplantation, as many studies have shown a strong correlation between high TTV loads and increased risk of infection on one side, and low TTV loads and an increased risk of rejection on the other side. As clinical studies are underway, investigating if TTV viral load measurement is superior for gauging antirejection therapy compared to medication-levels, some aspects nevertheless have to be considered. In contrast with medication levels, TTV loads have to be interpreted bearing in mind that viruses have properties including transmission, tropism, genotypes and mutations. This narrative review describes the potential pitfalls of TTV measurement in the follow-up of solid organ transplant recipients and addresses the questions which remain to be answered.
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12
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Cañamero L, Benito-Hernández A, González E, Escagedo C, Rodríguez-Vidriales M, García-Saiz MDM, Valero R, Belmar L, de Cos MA, Francia MV, Ruiz JC, Rodrigo E. Torque Teno Virus Load Predicts Opportunistic Infections after Kidney Transplantation but Is Not Associated with Maintenance Immunosuppression Exposure. Biomedicines 2023; 11:biomedicines11051410. [PMID: 37239081 DOI: 10.3390/biomedicines11051410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 05/04/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
Measuring the non-pathogenic Torque Teno Virus (TTV) load allows assessing the net immunosuppressive state after kidney transplantation (KTx). Currently, it is not known how exposure to maintenance immunosuppression affects TTV load. We hypothesized that TTV load is associated with the exposure to mycophenolic acid (MPA) and tacrolimus. We performed a prospective study including 54 consecutive KTx. Blood TTV load was measured by an in-house PCR at months 1 and 3. Together with doses and trough blood levels of tacrolimus and MPA, we calculated the coefficient of variability (CV), time in therapeutic range (TTR) and concentration/dose ratio (C/D) of tacrolimus, and the MPA-area under the curve (AUC-MPA) at the third month. TTV load at the first and third month discriminated those patients at risk of developing opportunistic infections between months 1 and 3 (AUC-ROC 0.723, 95%CI 0.559-0.905, p = 0.023) and between months 3 and 6 (AUC-ROC 0.778, 95%CI 0.599-0.957, p = 0.028), respectively, but not those at risk of acute rejection. TTV load did not relate to mean tacrolimus blood level, CV, TTR, C/D and AUC-MPA. To conclude, although TTV is a useful marker of net immunosuppressive status after KTx, it is not related to exposure to maintenance immunosuppression.
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Affiliation(s)
- Lucía Cañamero
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Adalberto Benito-Hernández
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Elena González
- Immunopathology Group, Immunology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Clara Escagedo
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - María Rodríguez-Vidriales
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - María Del Mar García-Saiz
- Clinical Pharmacology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Rosalía Valero
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Lara Belmar
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - María Angeles de Cos
- Clinical Pharmacology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - María Victoria Francia
- Infectious Diseases and Clinical Microbiology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39011 Santander, Spain
| | - Juan Carlos Ruiz
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
| | - Emilio Rodrigo
- Immunopathology Group, Nephrology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39012 Santander, Spain
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13
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Haupenthal F, Rahn J, Maggi F, Gelas F, Bourgeois P, Hugo C, Jilma B, Böhmig GA, Herkner H, Wolzt M, Doberer K, Vossen M, Focosi D, Neuwirt H, Banas M, Banas B, Budde K, Viklicky O, Malvezzi P, Rostaing L, Rotmans JI, Bakker SJL, Eller K, Cejka D, Pérez AM, Rodriguez-Arias D, König F, Bond G. A multicentre, patient- and assessor-blinded, non-inferiority, randomised and controlled phase II trial to compare standard and torque teno virus-guided immunosuppression in kidney transplant recipients in the first year after transplantation: TTVguideIT. Trials 2023; 24:213. [PMID: 36949445 PMCID: PMC10032258 DOI: 10.1186/s13063-023-07216-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/02/2023] [Indexed: 03/24/2023] Open
Abstract
BACKGROUND Immunosuppression after kidney transplantation is mainly guided via plasma tacrolimus trough level, which cannot sufficiently predict allograft rejection and infection. The plasma load of the non-pathogenic and highly prevalent torque teno virus (TTV) is associated with the immunosuppression of its host. Non-interventional studies suggest the use of TTV load to predict allograft rejection and infection. The primary objective of the current trial is to demonstrate the safety, tolerability and preliminary efficacy of TTV-guided immunosuppression. METHODS For this purpose, a randomised, controlled, interventional, two-arm, non-inferiority, patient- and assessor-blinded, investigator-driven phase II trial was designed. A total of 260 stable, low-immunological-risk adult recipients of a kidney graft with tacrolimus-based immunosuppression and TTV infection after month 3 post-transplantation will be recruited in 13 academic centres in six European countries. Subjects will be randomised in a 1:1 ratio (allocation concealment) to receive tacrolimus either guided by TTV load or according to the local centre standard for 9 months. The primary composite endpoint includes the occurrence of infections, biopsy-proven allograft rejection, graft loss, or death. The main secondary endpoints include estimated glomerular filtration rate, graft rejection detected by protocol biopsy at month 12 post-transplantation (including molecular microscopy), development of de novo donor-specific antibodies, health-related quality of life, and drug adherence. In parallel, a comprehensive biobank will be established including plasma, serum, urine and whole blood. The date of the first enrolment was August 2022 and the planned end is April 2025. DISCUSSION The assessment of individual kidney transplant recipient immune function might enable clinicians to personalise immunosuppression, thereby reducing infection and rejection. Moreover, the trial might act as a proof of principle for TTV-guided immunosuppression and thus pave the way for broader clinical applications, including as guidance for immune modulators or disease-modifying agents. TRIAL REGISTRATION EU CT-Number: 2022-500024-30-00.
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Affiliation(s)
- Frederik Haupenthal
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Jette Rahn
- Coordination Center for Clinical Trials, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Fabrizio Maggi
- Laboratory of Virology, National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
| | - Fanny Gelas
- bioMérieux SA, Centre Christophe Merieux, Grenoble, France
| | | | - Christian Hugo
- Universitätsklinikum Carl Gustav Carus an der Technischen Universität Dresden, Dresden, Germany
| | - Bernd Jilma
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Georg A Böhmig
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Harald Herkner
- Department of Emergency Medicine, Medical University of Vienna, Vienna, Austria
| | - Michael Wolzt
- Clinical Trials Coordination Centre, Medical University of Vienna, Vienna, Austria
| | - Konstantin Doberer
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria
| | - Matthias Vossen
- Division of Infectious diseases and Tropical Medicine, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | | | - Hannes Neuwirt
- Department of Internal Medicine IV, Nephrology and Hypertension, Medical University Innsbruck, Innsbruck, Austria
| | - Miriam Banas
- Department of Nephrology, University Hospital Regensburg, Regensburg, Germany
| | - Bernhard Banas
- Department of Nephrology, University Hospital Regensburg, Regensburg, Germany
| | - Klemens Budde
- Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Ondrej Viklicky
- Transplant Center, Department of Nephrology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Paolo Malvezzi
- Department of Nephrology, Hemodialysis, Apheresis and Kidney Transplantation, CHU-Grenoble-Alpes, Grenoble, France
| | - Lionel Rostaing
- Department of Nephrology, Hemodialysis, Apheresis and Kidney Transplantation, CHU-Grenoble-Alpes, Grenoble, France
| | - Joris I Rotmans
- Department of Internal Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Stephan J L Bakker
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Kathrin Eller
- Division of Nephrology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Daniel Cejka
- Ordensklinikum Linz GmbH Elisabethinen, Linz, Austria
| | - Alberto Molina Pérez
- Institute for Advanced Social Studies, Spanish National Research Council, Madrid, Spain
| | | | - Franz König
- Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
| | - Gregor Bond
- Division of Nephrology and Dialysis, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
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14
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Querido S, Adragão T, Pinto I, Ormonde C, Papoila AL, Pessanha MA, Gomes P, Ferreira S, Figueira JM, Cardoso C, Viana JF, Weigert A. Torquetenovirus viral load is associated with anti-spike antibody response in SARS-CoV-2 mRNA BNT162b2 vaccinated kidney transplant patients. Clin Transplant 2022; 36:e14825. [PMID: 36301197 PMCID: PMC9874652 DOI: 10.1111/ctr.14825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 08/30/2022] [Accepted: 09/19/2022] [Indexed: 01/27/2023]
Abstract
INTRODUCTION Kidney transplant patients (KT) are at high risk for severe COVID-19 and presented attenuated antibody responses to vaccination when compared to immunocompetent individuals. Torquetenovirus (TTV) has recently gained attention as a potential surrogate marker of the net state of immunosuppression. We evaluated the association between pre-vaccination TTV viral load and anti-spike total antibody response to SARS-CoV-2 vaccination in KT. MATERIAL AND METHODS The 114 adult KT recipients enrolled in this prospective single-center cohort study received two doses of SARS-CoV-2 mRNA BNT162b2 vaccine. Serum samples were collected immediately before vaccination at the days when patients received both the first (T0) and the second dose (T1) and 16-45 days after the second dose (T2). Primary endpoint was the development of anti-spike total antibodies after vaccination. Demographic, clinical, and laboratorial parameters were compared between patients with and without detectable SARS-CoV-2 antibodies at T2. RESULTS Ninety-nine patients (86.8%) were naïve for SARS-CoV-2 before vaccination. Fifty-six (56.6%) patients developed anti-spike total antibodies at T2. The use of mTOR inhibitors was associated with a favorable response (p = .005); conversely, mycophenolic acid (MPA) was associated with a negative response (p = .006). In a multivariable model, the presence of TTV at T0 ≥ 3.36 log10 cp/ml was associated with unfavorable vaccine response (OR: 5.40; 95% CI: 1.47-19.80; p = .011), after adjusting for age and eGFR at T0. CONCLUSIONS Higher TTV viral loads before vaccination are associated with reduced anti-spike total antibody response in SARS-CoV-2 mRNA BNT162b2 vaccinated KT patients. The association between TTV viral load and vaccine response may be an added-value in the optimization of vaccination regimens in KT.
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Affiliation(s)
- Sara Querido
- Department of NephrologyUnit of Renal TransplantationHospital de Santa Cruz, Centro Hospitalar de Lisboa OcidentalCarnaxidePortugal
| | - Teresa Adragão
- Department of NephrologyUnit of Renal TransplantationHospital de Santa Cruz, Centro Hospitalar de Lisboa OcidentalCarnaxidePortugal
| | - Iola Pinto
- CMAFaculdade de Ciências e Tecnologia da Universidade Nova de LisboaLisboaPortugal,ISELInstituto Superior de Engenharia de LisboaLisboaPortugal
| | - Carolina Ormonde
- Department of NephrologyHospital do Divino Espírito SantoPonta DelgadaPortugal
| | - Ana Luísa Papoila
- CEAULCentro de Estatística e Aplicações da Universidade de LisboaLisboaPortugal,NOVAMedicalSchoolFaculdade de Ciências Médicas da Universidade Nova de LisboaLisboaPortugal
| | - Maria Ana Pessanha
- Department of Clinical PathologyLaboratory of Clinical Microbiology and Molecular BiologyCentro Hospitalar de Lisboa OcidentalLisboaPortugal
| | - Perpétua Gomes
- Department of Clinical PathologyLaboratory of Clinical Microbiology and Molecular BiologyCentro Hospitalar de Lisboa OcidentalLisboaPortugal,Centro de Investigação Interdisciplinar Egas Moniz (CiiEM)IUEMAlmadaPortugal
| | - Sílvia Ferreira
- Department of Clinical PathologyLaboratory of BiochemistryCentro Hospitalar de Lisboa OcidentalLisboaPortugal
| | - João Mário Figueira
- Department of Clinical PathologyLaboratory of BiochemistryCentro Hospitalar de Lisboa OcidentalLisboaPortugal
| | - Conceição Cardoso
- Department of Clinical PathologyLaboratory of BiochemistryCentro Hospitalar de Lisboa OcidentalLisboaPortugal
| | - João Faro Viana
- Department of Clinical PathologyCentro Hospitalar de Lisboa OcidentalLisboaPortugal
| | - André Weigert
- Department of NephrologyUnit of Renal TransplantationHospital de Santa Cruz, Centro Hospitalar de Lisboa OcidentalCarnaxidePortugal
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15
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Integrated Immunologic Monitoring in Solid Organ Transplantation: The Road Toward Torque Teno Virus-guided Immunosuppression. Transplantation 2022; 106:1940-1951. [PMID: 35509090 PMCID: PMC9521587 DOI: 10.1097/tp.0000000000004153] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Potent immunosuppressive drugs have been introduced into clinical care for solid organ transplant recipients. It is now time to guide these drugs on an individual level to optimize their efficacy. An ideal tool simultaneously detects overimmunosuppression and underimmunosuppression, is highly standardized, and is straightforward to implement into routine. Randomized controlled interventional trials are crucial to demonstrate clinical value. To date, proposed assays have mainly focused on the prediction of rejection and were based on the assessment of few immune compartments. Recently, novel tools have been introduced based on a more integrated approach to characterize the immune function and cover a broader spectrum of the immune system. In this respect, the quantification of the plasma load of a highly prevalent and apathogenic virus that might reflect the immune function of its host has been proposed: the torque teno virus (TTV). Although TTV control is driven by T cells, other major immune compartments might contribute to the hosts' response. A standardized in-house polymerase chain reaction and a conformité européenne-certified commercially available polymerase chain reaction are available for TTV quantification. TTV load is associated with rejection and infection in solid organ transplant recipients, and cutoff values for risk stratification of such events have been proposed for lung and kidney transplantation. Test performance of TTV load does not allow for the diagnosis of rejection and infection but is able to define at-risk patients. Hitherto TTV load has not been used in interventional settings, but two interventional randomized controlled trials are currently testing the safety and efficacy of TTV-guided immunosuppression.
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Hoek RAS, Verschuuren EAM, de Vries RD, Vonk JM, van Baarle D, van der Heiden M, van Gemert JP, Gore EJ, Niesters HGM, Erasmus M, Hellemons ME, Scherbeijn SMJ, Wijbenga N, Mahtab EA, GeurtsvanKessel CH, Buter CVL. High torque tenovirus (TTV) load before first vaccine dose is associated with poor serological response to COVID-19 vaccination in lung transplant recipients. J Heart Lung Transplant 2022; 41:765-772. [PMID: 35606065 PMCID: PMC8924026 DOI: 10.1016/j.healun.2022.03.006] [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: 10/08/2021] [Revised: 02/28/2022] [Accepted: 03/08/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Serological responses to COVID-19 vaccination are diminished in recipients of solid organ transplants, especially in lung transplant recipients (LTR), probably as result of immunosuppressive treatment. There is currently no marker of immunosuppression that can be used to predict the COVID-19 vaccination response. Here, we study whether torque tenovirus (TTV), a highly prevalent virus can be used as an indicator of immunosuppression. METHODS The humoral response to the mRNA 1273 vaccine was assessed in 103 LTR, who received a transplant between 4 and 237 months prior to vaccination, by measuring Spike (S)-specific IgG levels at baseline, 28 days after first, and 28 days after the second vaccination. TTV loads were determined by RT-PCR and Pearson's correlation coefficient was calculated to correlate serological responses to TTV load. RESULTS Humoral responses to COVID-19 vaccination were observed in 41 of 103 (40%) LTR at 28 days after the second vaccination. Sixty-two of 103 (60%) were non-responders. Lower TTV loads at baseline (significantly) correlated with higher S-specific antibodies and a higher percentage of responders. Lower TTV loads also strongly correlated with longer time since transplantation, indicating that participants with lower TTV loads were longer after transplantation. CONCLUSIONS This study shows a better humoral response to the SARS-CoV-2 vaccine in subjects with a lower TTV load pre-vaccination. In addition, TTV load correlates with the time after transplantation. Further studies on the use of TTV load in vaccination efficacy studies in immunocompromised cohorts should provide leads for the potential use of this marker for optimizing vaccination response.
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Affiliation(s)
- Rogier AS Hoek
- Department of Pulmonary Medicine, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Erik AM Verschuuren
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Rory D de Vries
- Department of Viroscience, Erasmus Medical Center, Rotterdam, the Netherlands
| | - Judith M. Vonk
- Department of Epidemiology and Groningen Research Institute for Asthma and COPD (GRIAC), University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Debbie van Baarle
- Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, the Netherlands,Center for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, the Netherlands
| | - Marieke van der Heiden
- Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Johanna P van Gemert
- Department of Pulmonary Diseases, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Edmund J Gore
- Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Hubert GM Niesters
- Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, the Netherlands
| | - Michiel Erasmus
- Department of Thoracic Surgery, University of Groningen, University Medical Center Groningen, Netherlands
| | - Merel E. Hellemons
- Department of Pulmonary Medicine, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | | | - Nynke Wijbenga
- Department of Pulmonary Medicine, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Edris A.F. Mahtab
- Department of Cardiothoracic Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Coretta Van Leer Buter
- Department of Medical Microbiology, University of Groningen, University Medical Center Groningen, the Netherlands,Reprint requests: Coretta Crista Van Leer Buter, MD, PhD, Medical Microbiology, University Medical Centre Groningen: Universitair Medisch Centrum Groningen, Hanzeplein 1, 9713 GZ, Groningen, Netherlands
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17
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Vogelpohl FA, Gomes-Neto AW, Martini IA, Sotomayor CG, Groothof D, Osté MCJ, Heiner-Fokkema MR, Muskiet FAJ, Berger SP, Navis G, Kema IP, Bakker SJL. Low Circulating Concentrations of Very Long Chain Saturated Fatty Acids Are Associated with High Risk of Mortality in Kidney Transplant Recipients. Nutrients 2021; 13:3383. [PMID: 34684385 PMCID: PMC8540190 DOI: 10.3390/nu13103383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 11/26/2022] Open
Abstract
Kidney transplant recipients (KTR) are at increased risk of mortality, particularly from infectious diseases, due to lifelong immunosuppression. Although very long chain saturated fatty acids (VLSFA) have been identified as crucial for phagocytosis and clearance of infections, their association with mortality in immunocompromised patient groups has not been studied. In this prospective cohort study we included 680 outpatient KTR with a functional graft ≥1 year and 193 healthy controls. Plasma VLSFA (arachidonic acid (C20:0), behenic acid (C22:0) and lignoceric acid (C24:0)) were measured by gas chromatography coupled with a flame ionization detector. Cox regression analyses was used to prospectively study the associations of VLSFA with all-cause and cause-specific mortality. All studied VLSFA were significantly lower in KTR compared to healthy controls (all p < 0.001). During a median (interquartile range) follow-up of 5.6 (5.2-6.3) years, 146 (21%) KTR died, of which 41 (28%) died due to infectious diseases. In KTR, C22:0 was inversely associated with risk of all-cause mortality, with a HR (95% CI) per 1-SD-increment of 0.79 (0.64-0.99), independent of adjustment for potential confounders. All studied VLSFA were particularly strongly associated with mortality from infectious causes, with respective HRs for C20:0, C22:0 and C24:0 of 0.53 (0.35-0.82), 0.48 (0.30-0.75), and 0.51 (0.33-0.80), independent of potential confounders. VLSFA are inversely associated with infectious disease mortality in KTR after adjustment, including HDL-cholesterol. Further studies are needed to assess the effect of VLSFA-containing foods on the risk of infectious diseases in immunocompromised patient groups.
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Affiliation(s)
- Fabian A. Vogelpohl
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - António W. Gomes-Neto
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Ingrid A. Martini
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (I.A.M.); (M.R.H.-F.); (F.A.J.M.); (I.P.K.)
| | - Camilo G. Sotomayor
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Dion Groothof
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Maryse C. J. Osté
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Margaretha Rebecca Heiner-Fokkema
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (I.A.M.); (M.R.H.-F.); (F.A.J.M.); (I.P.K.)
| | - Frits A. J. Muskiet
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (I.A.M.); (M.R.H.-F.); (F.A.J.M.); (I.P.K.)
| | - Stefan P. Berger
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Gerjan Navis
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
| | - Ido P. Kema
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (I.A.M.); (M.R.H.-F.); (F.A.J.M.); (I.P.K.)
| | - Stephan J. L. Bakker
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands; (A.W.G.-N.); (C.G.S.); (D.G.); (M.C.J.O.); (S.P.B.); (G.N.); (S.J.L.B.)
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van Rijn AL, Wunderink HF, Sidorov IA, de Brouwer CS, Kroes AC, Putter H, de Vries AP, Rotmans JI, Feltkamp MC. Torque teno virus loads after kidney transplantation predict allograft rejection but not viral infection. J Clin Virol 2021; 140:104871. [PMID: 34089977 DOI: 10.1016/j.jcv.2021.104871] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 05/16/2021] [Accepted: 05/18/2021] [Indexed: 12/15/2022]
Abstract
The main challenge of immunosuppressive therapy after solid organ transplantation is to create a new immunological balance that prevents organ rejection and does not promote opportunistic infection. Torque teno virus (TTV), a ubiquitous and non-pathogenic single-stranded DNA virus, has been proposed as a marker of functional immunity in immunocompromised patients. Here we investigate whether TTV loads predict the risk of common viral infection and allograft rejection in kidney transplantation recipients. In a retrospective cohort of 389 kidney transplantation recipients, individual TTV loads in were measured by qPCR in consecutive plasma samples during one year follow-up. The endpoints were allograft rejection, BK polyomavirus (BKPyV) viremia and cytomegalovirus (CMV) viremia. Repeated TTV measurements and rejection and infection survival data were analysed in a joint model. During follow-up, TTV DNA detection in the transplant recipients increased from 85 to 100%. The median viral load increased to 107 genome copies/ml within three months after transplantation. Rejection, BKPyV viremia and CMV viremia occurred in 23%, 27% and 17% of the patients, respectively. With every 10-fold TTV load-increase, the risk of rejection decreased considerably (HR: 0.74, CI 95%: 0.71-0.76), while the risk of BKPyV and CMV viremia remained the same (HR: 1.03, CI 95%: 1.03-1.04 and HR: 1.01, CI 95%: 1.01-1.01). In conclusion, TTV load kinetics predict allograft rejection in kidney transplantation recipients, but not the BKPyV and CMV infection. The potential use of TTV load levels as a guide for optimal immunosuppressive drug dosage to prevent allograft rejection deserves further validation.
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Affiliation(s)
- Aline L van Rijn
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Herman F Wunderink
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Igor A Sidorov
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Caroline S de Brouwer
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Aloysius Cm Kroes
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hein Putter
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, the Netherlands
| | - Aiko Pj de Vries
- Department of Internal Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Joris I Rotmans
- Department of Internal Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Mariet Cw Feltkamp
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
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19
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Thongprayoon C, Kaewput W, Kovvuru K, Hansrivijit P, Kanduri SR, Bathini T, Chewcharat A, Leeaphorn N, Gonzalez-Suarez ML, Cheungpasitporn W. Promises of Big Data and Artificial Intelligence in Nephrology and Transplantation. J Clin Med 2020; 9:jcm9041107. [PMID: 32294906 PMCID: PMC7230205 DOI: 10.3390/jcm9041107] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/09/2020] [Indexed: 02/07/2023] Open
Abstract
Kidney diseases form part of the major health burdens experienced all over the world. Kidney diseases are linked to high economic burden, deaths, and morbidity rates. The great importance of collecting a large quantity of health-related data among human cohorts, what scholars refer to as “big data”, has increasingly been identified, with the establishment of a large group of cohorts and the usage of electronic health records (EHRs) in nephrology and transplantation. These data are valuable, and can potentially be utilized by researchers to advance knowledge in the field. Furthermore, progress in big data is stimulating the flourishing of artificial intelligence (AI), which is an excellent tool for handling, and subsequently processing, a great amount of data and may be applied to highlight more information on the effectiveness of medicine in kidney-related complications for the purpose of more precise phenotype and outcome prediction. In this article, we discuss the advances and challenges in big data, the use of EHRs and AI, with great emphasis on the usage of nephrology and transplantation.
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Affiliation(s)
- Charat Thongprayoon
- Division of Nephrology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA; (C.T.); (A.C.)
| | - Wisit Kaewput
- Department of Military and Community Medicine, Phramongkutklao College of Medicine, Bangkok 10400, Thailand;
| | - Karthik Kovvuru
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (K.K.); (S.R.K.); (M.L.G.-S.)
| | - Panupong Hansrivijit
- Department of Internal Medicine, University of Pittsburgh Medical Center Pinnacle, Harrisburg, PA 17105, USA;
| | - Swetha R. Kanduri
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (K.K.); (S.R.K.); (M.L.G.-S.)
| | - Tarun Bathini
- Department of Internal Medicine, University of Arizona, Tucson, AZ 85721, USA;
| | - Api Chewcharat
- Division of Nephrology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA; (C.T.); (A.C.)
| | - Napat Leeaphorn
- Department of Nephrology, Department of Medicine, Saint Luke’s Health System, Kansas City, MO 64111, USA;
| | - Maria L. Gonzalez-Suarez
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (K.K.); (S.R.K.); (M.L.G.-S.)
| | - Wisit Cheungpasitporn
- Division of Nephrology, Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA; (K.K.); (S.R.K.); (M.L.G.-S.)
- Correspondence: ; Tel.: +1-601-984-5670; Fax: +1-601-984-5765
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