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Kirchner VA, Badshah JS, Kyun Hong S, Martinez O, Pruett TL, Niedernhofer LJ. Effect of Cellular Senescence in Disease Progression and Transplantation: Immune Cells and Solid Organs. Transplantation 2024; 108:1509-1523. [PMID: 37953486 PMCID: PMC11089077 DOI: 10.1097/tp.0000000000004838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2023]
Abstract
Aging of the world population significantly impacts healthcare globally and specifically, the field of transplantation. Together with end-organ dysfunction and prolonged immunosuppression, age increases the frequency of comorbid chronic diseases in transplant candidates and recipients, contributing to inferior outcomes. Although the frequency of death increases with age, limited use of organs from older deceased donors reflects the concerns about organ durability and inadequate function. Cellular senescence (CS) is a hallmark of aging, which occurs in response to a myriad of cellular stressors, leading to activation of signaling cascades that stably arrest cell cycle progression to prevent tumorigenesis. In aging and chronic conditions, senescent cells accumulate as the immune system's ability to clear them wanes, which is causally implicated in the progression of chronic diseases, immune dysfunction, organ damage, decreased regenerative capacity, and aging itself. The intimate interplay between senescent cells, their proinflammatory secretome, and immune cells results in a positive feedback loop, propagating chronic sterile inflammation and the spread of CS. Hence, senescent cells in organs from older donors trigger the recipient's alloimmune response, resulting in the increased risk of graft loss. Eliminating senescent cells or attenuating their inflammatory phenotype is a novel, potential therapeutic target to improve transplant outcomes and expand utilization of organs from older donors. This review focuses on the current knowledge about the impact of CS on circulating immune cells in the context of organ damage and disease progression, discusses the impact of CS on abdominal solid organs that are commonly transplanted, and reviews emerging therapies that target CS.
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Affiliation(s)
- Varvara A. Kirchner
- Division of Abdominal Transplantation, Department of Surgery, Stanford University, Stanford, CA
| | - Joshua S. Badshah
- Division of Abdominal Transplantation, Department of Surgery, Stanford University, Stanford, CA
| | - Suk Kyun Hong
- Division of Abdominal Transplantation, Department of Surgery, Stanford University, Stanford, CA
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Olivia Martinez
- Division of Abdominal Transplantation, Department of Surgery, Stanford University, Stanford, CA
| | - Timothy L. Pruett
- Division of Transplantation, Department of Surgery, University of Minnesota, Minneapolis, MN
| | - Laura J. Niedernhofer
- Institute on the Biology of Aging and Metabolism, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota Medical School, Minneapolis, MN
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Belga S, Hussain S, Avery RK, Nauroz Z, Durand CM, King EA, Massie A, Segev DL, Connor AE, Bush EL, Levy RD, Shah P, Werbel WA. Impact of recipient age on mortality among Cytomegalovirus (CMV)-seronegative lung transplant recipients with CMV-seropositive donors. J Heart Lung Transplant 2024; 43:615-625. [PMID: 38061469 DOI: 10.1016/j.healun.2023.11.017] [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: 08/12/2023] [Revised: 11/03/2023] [Accepted: 11/26/2023] [Indexed: 03/18/2024] Open
Abstract
BACKGROUND Cytomegalovirus (CMV)-seronegative lung transplant recipients (LTRs) with seropositive donors (CMV D+/R-) have the highest mortality of all CMV serostatuses. Due to immunosenescence and other factors, we hypothesized CMV D+/R- status might disproportionately impact older LTRs. Thus, we investigated whether recipient age modified the relationship between donor CMV status and mortality among CMV-seronegative LTRs. METHODS Adult, CMV-seronegative first-time lung-only recipients were identified through the Scientific Registry of Transplant Recipients between May 2005 and December 2019. We used adjusted multivariable Cox regression to assess the relationship of donor CMV status and death. Interaction between recipient age and donor CMV was assessed via likelihood ratio testing of nested Cox models and by the relative excess risk due to interaction (RERI) and attributable proportion (AP) of joint effects. RESULTS We identified 11,136 CMV-seronegative LTRs. The median age was 59 years; 65.2% were male, with leading transplant indication of idiopathic pulmonary fibrosis (35.6%); and 60.8% were CMV D+/R-. In multivariable modeling, CMV D+/R- status was associated with 27% increased hazard of death (adjusted hazard ratio: 1.27, 95% confidence interval: 1.21-1.34) compared to CMV D-/R-. Recipient age ≥60 years significantly modified the relationship between donor CMV-seropositive status and mortality on the additive scale, including RERI 0.24 and AP 11.4% (p = 0.001), that is, the interaction increased hazard of death by 0.24 and explained 11.4% of mortality in older CMV D+ recipients. CONCLUSIONS Among CMV-seronegative LTRs, donor CMV-seropositive status confers higher risk of posttransplant mortality, which is amplified in older recipients. Future studies should define optimal strategies for CMV prevention and management in older D+/R- LTRs.
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Affiliation(s)
- Sara Belga
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland; Department of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada.
| | - Sarah Hussain
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robin K Avery
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Zeba Nauroz
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine M Durand
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Elizabeth A King
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Allan Massie
- Scientific Registry of Transplant Recipients, Minneapolis, Minnesota, USA; Department of Surgery, New York University Grossman School of Medicine, New York, New York
| | - Dorry L Segev
- Scientific Registry of Transplant Recipients, Minneapolis, Minnesota, USA; Department of Surgery, New York University Grossman School of Medicine, New York, New York
| | - Avonne E Connor
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland; Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Errol L Bush
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert D Levy
- Department of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Pali Shah
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - William A Werbel
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Jallah BP, Kuypers DRJ. Impact of Immunosenescence in Older Kidney Transplant Recipients: Associated Clinical Outcomes and Possible Risk Stratification for Immunosuppression Reduction. Drugs Aging 2024; 41:219-238. [PMID: 38386164 DOI: 10.1007/s40266-024-01100-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/13/2024] [Indexed: 02/23/2024]
Abstract
The number of older individuals receiving a kidney transplant as replacement therapy has significantly increased in the past decades and this increase is expected to continue. Older patients have a lower rate of acute rejection but an increased incidence of death with a functioning graft. Several factors, including an increased incidence of infections, post-transplant malignancy and cardiovascular comorbidity and mortality, contribute to this increased risk. Notwithstanding, kidney transplantation is still the best form of kidney replacement therapy in all patients with chronic kidney disease, including in older individuals. The best form of immunosuppression and the optimal dose of these medications in older recipients remains a topic of discussion. Pharmacological studies have usually excluded older patients and when included, patients were highly selected and their numbers insignificant to draw a reasonable conclusion. The reduced incidence of acute rejection in older recipients has largely been attributed to immunosenescence. Immunosenescence refers to the aging of the innate and adaptive immunity, accumulating in phenotypic and functional changes. These changes influences the response of the immune system to new challenges. In older individuals, immunosenescence is associated with increased susceptibility to infectious pathogens, a decreased response after vaccinations, increased risk of malignancies and cardiovascular morbidity and mortality. Chronic kidney disease is associated with premature immunosenescent changes, and these are independent of aging. The immunosenescent state is associated with low-grade sterile inflammation termed inflammaging. This chronic low-grade inflammation triggers a compensatory immunosuppressive state to avoid further tissue damage, leaving older individuals with chronic kidney disease in an immune-impaired state before kidney transplantation. Immunosuppression after transplantation may further enhance progression of this immunosenescent state. This review covers the role of immunosenescence in older kidney transplant recipients and it details present knowledge of the changes in chronic kidney disease and after transplantation. The impact of immunosuppression on the progression and complications of an immunosenescent state are discussed, and the future direction of a possible clinical implementation of immunosenescence to individualize/reduce immunosuppression in older recipients is laid out.
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Affiliation(s)
- Borefore P Jallah
- Department of Nephrology and Renal Transplantation, University Hospital Leuven, Herestraat 49, 3000, Leuven, Belgium
| | - Dirk R J Kuypers
- Department of Nephrology and Renal Transplantation, University Hospital Leuven, Herestraat 49, 3000, Leuven, Belgium.
- Department of Microbiology, Immunology and Transplantation, University of Leuven, Leuven, Belgium.
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De Simone P, Battistella S, Lai Q, Ducci J, D'Arcangelo F, Marchetti P, Russo FP, Burra P. Immunosuppression for older liver transplant recipients. Transplant Rev (Orlando) 2024; 38:100817. [PMID: 38128152 DOI: 10.1016/j.trre.2023.100817] [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: 11/16/2023] [Revised: 12/10/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023]
Abstract
Older liver transplant recipients have a lower risk of acute rejection than younger patients (9% for patients aged ≥65 years versus 23% for those aged 18-34 years) and are more vulnerable to immunosuppression-related complications. The number of liver transplant recipients ≥65 years has risen to 22% in Europe and the US, but limited information is available on the optimal immunosuppressive regimen for these patients. In this review, we discuss the appropriate management of immunosuppressive agents in older adults to minimize adverse events while avoiding acute rejection. The way the body processes drugs greatly depends on age. In the case of calcineurin inhibitor drugs, aging reduces hepatic metabolism, leading to changes in their pharmacokinetics. Corticosteroids also show decreased clearance as the patient ages. In severe cases of hypoalbuminemia, dose adjustment of mycophenolate acid derivatives may be necessary. However, the pharmacokinetic profiles of the mammalian target of rapamycin inhibitors, basiliximab, and rabbit anti-thymocyte globulin remain unaffected by age. Furthermore, age-related frailty may impact drug metabolism and require tailored interventions and closer follow-up. Although there is limited research, elderly liver transplant recipients require less immunosuppression with double or triple-agent regimens, lower exposure to calcineurin inhibitors, and a shorter course of corticosteroids. The usage of mammalian target of rapamycin inhibitors in older transplant populations has not been specifically investigated, and thus their usage should align with indications for younger patient groups.
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Affiliation(s)
- Paolo De Simone
- Liver Transplant Program, University of Pisa Medical School Hospital, Pisa, Italy; Department of Surgical, Medical, Biochemical Pathology and Intensive Care, University of Pisa, Italy.
| | - Sara Battistella
- Gastroenterology, Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Quirino Lai
- General Surgery and Organ Transplantation Unit, La Sapienza University of Rome, Italy
| | - Juri Ducci
- Liver Transplant Program, University of Pisa Medical School Hospital, Pisa, Italy
| | - Francesca D'Arcangelo
- Gastroenterology, Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Piero Marchetti
- Diabetology Unit, University of Pisa Medical School Hospital, Pisa, Italy
| | - Francesco Paolo Russo
- Gastroenterology, Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
| | - Patrizia Burra
- Gastroenterology, Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, Padua, Italy
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Langelier C, Pickering H, Schaenman J, Phan H, Maguire C, Tsitsiklis A, Rouphael N, Higuita N, Atkinson M, Breckenridge S, Fung M, Messer W, Salehi-Rad R, Altman M, Becker P, Bosinger S, Eckalbar W, Hoch A, Jayavelu N, Kim-Schulze S, Jenkins M, Kleinstein S, Krammer F, Maecker H, Ozonoff A, Diray-Arce J, Shaw A, Baden L, Levy O, Reed E. Host-Microbe Multi-omic Profiling Identifies a Unique Program of COVID-19 Inflammatory Dysregulation in Solid Organ Transplant Recipients. RESEARCH SQUARE 2023:rs.3.rs-3621844. [PMID: 38196658 PMCID: PMC10775393 DOI: 10.21203/rs.3.rs-3621844/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Coronavirus disease 2019 (COVID-19) poses significant risks for solid organ transplant (SOT) recipients, who have atypical but poorly characterized immune responses to SARS-CoV-2 infection. We sought to understand and the host immunologic and microbial features of COVID-19 in SOT recipients by leveraging a prospective multicenter cohort of 1164 hospitalized patients. Using multi-omic immuoprofiling, we studied 86 SOT recipients in this cohort, who were age- and sex-matched 2:1 with 172 non-SOT controls. PBMC and nasal transcriptional profiling unexpectedly demonstrated upregulation of innate immune pathways related to interferon (IFN) and Toll-like receptor signaling, and complement activation, in SOT recipients. Longitudinal analyses across the first 30-days post-hospitalization demonstrated persistent upregulation of these innate immunity pathways in SOT recipients. The levels of several proinflammatory serum chemokines, such as CX3CL1 and KITLG, were also higher in SOT recipients at the time of hospitalization, although IFN-gamma levels were lower. We observed differential dynamics of CXCL11, which remained persistently elevated in SOT recipients over the course of hospitalization. Nasal microbiome alpha diversity was higher in SOT recipients versus controls, but no differences in taxonomic abundance beyond SARS-CoV-2 were observed. SOT recipients had higher nasal SARS-CoV-2 viral loads and impaired viral clearance compared to controls. Antibody analysis demonstrated lower anti-SARS-CoV-2 spike IgG levels in SOT recipients upon hospitalization, but no distinctions over time compared to controls. Mass cytometry demonstrated marked differences in blood immune cell populations, with SOT recipients exhibiting decreased plasmablasts and transitional B cells, and increased senescent T cells. Severe disease in SOT recipients was characterized by a less robust induction of inflammatory chemokines, such as IL-6 and CCL7, and a more subtle proinflammatory transcriptional response in the blood and airway. Together, our study reveals distinct immune features and altered viral dynamics in SOT recipients compared to non-SOT controls. We unexpectedly find that SOT recipients exhibit an augmented, predominantly innate immune response in both the blood and upper respiratory tract that remains relatively stable across disease severity, in contrast to non-SOT controls. These findings may relate to the paradoxical observation that SOT recipients have similar COVID-19 mortality rates versus the general population, despite being more susceptible to SARS-CoV-2 infection, remaining infectious longer, and having higher rates of hospitalization. In summary, we find that COVID-19 in SOT recipients is characterized by a biologically distinct immune state, suggesting the potential for unique prognostic biomarkers and therapeutic approaches in this vulnerable population.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Patrice Becker
- National Institute of Allergy and Infectious Diseases/National Institutes of Health
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Swanson KJ, Bregman A, El-Rifai R, Jackson S, Kandaswamy R, Riad S. Second Kidney Transplant Outcomes in Dialysis Dependent Recipients by Induction Type in the United States. Transplant Proc 2023; 55:1535-1542. [PMID: 37419731 DOI: 10.1016/j.transproceed.2023.04.041] [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: 10/18/2022] [Revised: 03/18/2023] [Accepted: 04/14/2023] [Indexed: 07/09/2023]
Abstract
BACKGROUND We examined the association between induction type for a second kidney transplant in dialysis-dependent recipients and the long-term outcomes. METHODS Using the Scientific Registry of Transplant Recipients, we identified all second kidney transplant recipients who returned to dialysis before re-transplantation. Exclusion criteria included: missing, unusual, or no-induction regimens, maintenance regimens other than tacrolimus and mycophenolate, and positive crossmatch status. We grouped recipients by induction type into 3 groups: the anti-thymocyte group (N = 9899), the alemtuzumab group (N = 1982), and the interleukin 2 receptor antagonist group (N = 1904). We analyzed recipient and death-censored graft survival (DCGS) using the Kaplan-Meier survival function with follow-up censored at 10 years post-transplant. We used Cox proportional hazard models to examine the association between induction and the outcomes of interest. To account for the center-specific effect, we included the center as a random effect. We adjusted the models for the pertinent recipient and organ variables. RESULTS In the Kaplan-Meier analyses, induction type did not alter recipient survival (log-rank P = .419) or DCGS (log-rank P = .146). Similarly, in the adjusted models, induction type was not a predictor of recipient or graft survival. Live-donor kidneys were associated with better recipient survival (HR 0.73, 95% CI [0.65, 0.83], P < .001) and graft survival (HR 0.72, 95% CI [0.64, 0.82], P < .001). Publicly insured recipients had worse recipient and allograft outcomes. CONCLUSION In this large cohort of average immunologic-risk dialysis-dependent second kidney transplant recipients, who were discharged on tacrolimus and mycophenolate maintenance, induction type did not influence the long-term outcomes of recipient or graft survival. Live-donor kidneys improved recipient and graft survival.
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Affiliation(s)
- Kurtis J Swanson
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota; Division of Nephrology, Department of Medicine, University of Wisconsin, Madison, Wisconsin
| | - Adam Bregman
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Rasha El-Rifai
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Scott Jackson
- Complex Care Analytics, MHealth Fairview, Minneapolis, Minnesota
| | - Raja Kandaswamy
- Division of Transplant Surgery, Department of Surgery, University of Minnesota, Minneapolis, Minnesota
| | - Samy Riad
- Division of Renal Diseases and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota; Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota.
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Cremen S, Santiago RM, Robinson MW, Gallagher TK. Biomarkers of biological aging in recipients of solid organ transplantation and clinical outcomes: A scoping review. Transpl Immunol 2023; 79:101851. [PMID: 37182719 DOI: 10.1016/j.trim.2023.101851] [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: 11/21/2022] [Revised: 05/07/2023] [Accepted: 05/10/2023] [Indexed: 05/16/2023]
Abstract
INTRODUCTION Biological aging is the accumulation of cellular and molecular damage within an individual over time. The biological age of a donor organ is known to influence clinical outcomes of solid organ transplantation, including delayed graft function and frequency of rejection episodes. While much research has focused on the biological age of donor organs, the recipient's biological age may also influence transplantation outcomes. The aim of this scoping review was to identify and provide an overview of the existing evidence regarding biological aging in solid organ transplant recipients and the impact on patient outcomes post-transplant. METHODS Literature searches were carried out on PubMed, Web of Science, Google Scholar, Embase and TRIP using the phrases 'solid organ transplant', 'cell senescence', 'cell aging' and 'outcomes', using boolean 'and/or' phrases and MeSH terms. Duplicates were removed and abstracts were reviewed by two independent reviewers. Full papers were then screened for inclusion by two reviewers. Data extraction was carried out using a standardised proforma agreed on prior to starting. RESULTS 32 studies, including data on a total of 7760 patients, were identified for inclusion in this review; 23 relating to kidney transplant recipients, three to liver transplant, five to lung transplant and one to heart transplantation. A wide range of biomarkers of biological aging have been assessed in kidney transplant recipients, whereas studies of liver, lung and heart transplant have predominantly assessed recipient telomere length. The most robust associations with clinical outcomes are observed in kidney transplant recipients, possibly influenced by the larger number of studies and the use of a wider range of biomarkers of biological aging. In kidney transplant recipients reduced thymic function and accumulation of terminally differentiated T cell populations was associated with reduced risk of acute rejection but increased risk of infection and mortality. CONCLUSION Studies to date on biological aging in transplant recipients have been heavily biased to kidney transplant recipients. The results from these studies suggest recipient biological age can influence clinical outcomes and future research is needed to prioritise robust biomarkers of biological aging in transplant recipients.
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Affiliation(s)
- S Cremen
- Department of Hepatobiliary and Transplant Surgery, St Vincent's University Hospital, Dublin, Ireland; School of Medicine, University College Dublin, Dublin, Ireland
| | - R M Santiago
- Department of Biology, Kathleen Lonsdale Institute for Human Health Research, Maynooth University, Kildare, Ireland
| | - M W Robinson
- Department of Biology, Kathleen Lonsdale Institute for Human Health Research, Maynooth University, Kildare, Ireland.
| | - T K Gallagher
- Department of Hepatobiliary and Transplant Surgery, St Vincent's University Hospital, Dublin, Ireland; School of Medicine, University College Dublin, Dublin, Ireland
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Amini L, Kaeda J, Fritsche E, Roemhild A, Kaiser D, Reinke P. Clinical adoptive regulatory T Cell therapy: State of the art, challenges, and prospective. Front Cell Dev Biol 2023; 10:1081644. [PMID: 36794233 PMCID: PMC9924129 DOI: 10.3389/fcell.2022.1081644] [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: 10/27/2022] [Accepted: 12/29/2022] [Indexed: 02/01/2023] Open
Abstract
Rejection of solid organ transplant and graft versus host disease (GvHD) continue to be challenging in post transplantation management. The introduction of calcineurin inhibitors dramatically improved recipients' short-term prognosis. However, long-term clinical outlook remains poor, moreover, the lifelong dependency on these toxic drugs leads to chronic deterioration of graft function, in particular the renal function, infections and de-novo malignancies. These observations led investigators to identify alternative therapeutic options to promote long-term graft survival, which could be used concomitantly, but preferably, replace pharmacologic immunosuppression as standard of care. Adoptive T cell (ATC) therapy has evolved as one of the most promising approaches in regenerative medicine in the recent years. A range of cell types with disparate immunoregulatory and regenerative properties are actively being investigated as potential therapeutic agents for specific transplant rejection, autoimmunity or injury-related indications. A significant body of data from preclinical models pointed to efficacy of cellular therapies. Significantly, early clinical trial observations have confirmed safety and tolerability, and yielded promising data in support of efficacy of the cellular therapeutics. The first class of these therapeutic agents commonly referred to as advanced therapy medicinal products have been approved and are now available for clinical use. Specifically, clinical trials have supported the utility of CD4+CD25+FOXP3+ regulatory T cells (Tregs) to minimize unwanted or overshooting immune responses and reduce the level of pharmacological immunosuppression in transplant recipients. Tregs are recognized as the principal orchestrators of maintaining peripheral tolerance, thereby blocking excessive immune responses and prevent autoimmunity. Here, we summarize rationale for the adoptive Treg therapy, challenges in manufacturing and clinical experiences with this novel living drug and outline future perspectives of its use in transplantation.
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Affiliation(s)
- Leila Amini
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany,Berlin Institute of Health—Center for Regenerative Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Jaspal Kaeda
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Enrico Fritsche
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Andy Roemhild
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Daniel Kaiser
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Petra Reinke
- Berlin Center for Advanced Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany,Berlin Institute of Health—Center for Regenerative Therapies, Charité-Universitätsmedizin Berlin, Berlin, Germany,*Correspondence: Petra Reinke,
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9
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Sigdel TK, Boada P, Kerwin M, Rashmi P, Gjertson D, Rossetti M, Sur S, Munar D, Cimino J, Ahn R, Pickering H, Sen S, Parmar R, Fatou B, Steen H, Schaenman J, Bunnapradist S, Reed EF, Sarwal MM. Plasma proteome perturbation for CMV DNAemia in kidney transplantation. PLoS One 2023; 18:e0285870. [PMID: 37205661 DOI: 10.1371/journal.pone.0285870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 05/03/2023] [Indexed: 05/21/2023] Open
Abstract
BACKGROUND Cytomegalovirus (CMV) infection, either de novo or as reactivation after allotransplantation and chronic immunosuppression, is recognized to cause detrimental alloimmune effects, inclusive of higher susceptibility to graft rejection and substantive impact on chronic graft injury and reduced transplant survival. To obtain further insights into the evolution and pathogenesis of CMV infection in an immunocompromised host we evaluated changes in the circulating host proteome serially, before and after transplantation, and during and after CMV DNA replication (DNAemia), as measured by quantitative polymerase chain reaction (QPCR). METHODS LC-MS-based proteomics was conducted on 168 serially banked plasma samples, from 62 propensity score-matched kidney transplant recipients. Patients were stratified by CMV replication status into 31 with CMV DNAemia and 31 without CMV DNAemia. Patients had blood samples drawn at protocol times of 3- and 12-months post-transplant. Additionally, blood samples were also drawn before and 1 week and 1 month after detection of CMV DNAemia. Plasma proteins were analyzed using an LCMS 8060 triple quadrupole mass spectrometer. Further, public transcriptomic data on time matched PBMCs samples from the same patients was utilized to evaluate integrative pathways. Data analysis was conducted using R and Limma. RESULTS Samples were segregated based on their proteomic profiles with respect to their CMV Dnaemia status. A subset of 17 plasma proteins was observed to predict the onset of CMV at 3 months post-transplant enriching platelet degranulation (FDR, 4.83E-06), acute inflammatory response (FDR, 0.0018), blood coagulation (FDR, 0.0018) pathways. An increase in many immune complex proteins were observed at CMV infection. Prior to DNAemia the plasma proteome showed changes in the anti-inflammatory adipokine vaspin (SERPINA12), copper binding protein ceruloplasmin (CP), complement activation (FDR = 0.03), and proteins enriched in the humoral (FDR = 0.01) and innate immune responses (FDR = 0.01). CONCLUSION Plasma proteomic and transcriptional perturbations impacting humoral and innate immune pathways are observed during CMV infection and provide biomarkers for CMV disease prediction and resolution. Further studies to understand the clinical impact of these pathways can help in the formulation of different types and duration of anti-viral therapies for the management of CMV infection in the immunocompromised host.
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Affiliation(s)
- Tara K Sigdel
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - Patrick Boada
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - Maggie Kerwin
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - Priyanka Rashmi
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - David Gjertson
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Swastika Sur
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - Dane Munar
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - James Cimino
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
| | - Richard Ahn
- Department of Microbiology and Immunology, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Harry Pickering
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Subha Sen
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Rajesh Parmar
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Benoit Fatou
- Department of Pathology, Harvard Medical School, Boston, MA, United States of America
| | - Hanno Steen
- Department of Pathology, Harvard Medical School, Boston, MA, United States of America
| | - Joanna Schaenman
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Suphamai Bunnapradist
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States of America
| | - Minnie M Sarwal
- Department of Surgery, University of California San Francisco, San Francisco, CA, United States of America
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10
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Schaenman J, Rossetti M, Pickering H, Sunga G, Wilhalme H, Elashoff D, Zhang Q, Hickey M, Reddy U, Danovitch G, Reed EF, Bunnapradist S. Preservation of Antiviral Immunologic Efficacy Without Alloimmunity After Switch to Belatacept in Calcineurin Inhibitor-Intolerant Patients. Kidney Int Rep 2022; 8:126-140. [PMID: 36644348 PMCID: PMC9832066 DOI: 10.1016/j.ekir.2022.10.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/18/2022] [Accepted: 10/10/2022] [Indexed: 11/09/2022] Open
Abstract
Introduction Belatacept has shown potential for prevention of rejection after kidney transplantation, given its demonstration of reduced nephrotoxicity in combination with absence of significant incidence of rejection. However, concerns have been raised regarding increased risk of viral infection. Methods We set out to explore the impact of the switch to belatacept on alloimmune and antiviral immunity through the study of patients switched from calcineurin inhibitor (CNI) to belatacept within 3 months of kidney transplantation compared with a matched cohort of control patients on a CNI-based regimen. Results After the switch to belatacept, immune phenotyping demonstrated a decrease in naive and an increase in terminally differentiated effector memory (TMRA) T cells, with no significant difference compared with control patients. Donor-specific immune response, measured by intracellular cytokine staining (ICS), did not change significantly either by single or double cytokine secretion, but it was associated with the appearance of donor-specific antibody (DSA) in the control but not the belatacept cohort (P = 0.039 for naive and P = 0.002 for TMRA subtypes). Increased incidence of de novo DSA development was observed in the control group (P = 0.035). Virus-specific immune response, as measured by ICS in response to cytomegalovirus (CMV) or Epstein-Barr virus (EBV), was similar in both groups and stable over time. Conclusion We found that belatacept use was associated with an absence of alloreactivity without impact on immune phenotype, while preserving the antiviral immune response, for patients switched from a CNI-based regimen. In parallel, the antiviral immune response against CMV and EBV was preserved after the belatacept switch (clinicaltrials.gov: NCT01953120).
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Affiliation(s)
- Joanna Schaenman
- Division of Infectious Disease, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Harry Pickering
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Gemalene Sunga
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Holly Wilhalme
- Department of Medicine Biostatistics Core, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - David Elashoff
- Department of Medicine Biostatistics Core, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Qiuheng Zhang
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Michelle Hickey
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Uttam Reddy
- Division of Kidney Transplantation, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Gabriel Danovitch
- Division of Kidney Transplantation, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Elaine F. Reed
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Suphamai Bunnapradist
- Division of Kidney Transplantation, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA,Correspondence: Suuphamai Bunnapradist, 200 UCLA Medical Plaza, Suite 565, Los Angeles, CA 90095, USA.
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11
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Proteomics for Biomarker Discovery for Diagnosis and Prognosis of Kidney Transplantation Rejection. Proteomes 2022; 10:proteomes10030024. [PMID: 35893765 PMCID: PMC9326686 DOI: 10.3390/proteomes10030024] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 02/07/2023] Open
Abstract
Renal transplantation is currently the treatment of choice for end-stage kidney disease, enabling a quality of life superior to dialysis. Despite this, all transplanted patients are at risk of allograft rejection processes. The gold-standard diagnosis of graft rejection, based on histological analysis of kidney biopsy, is prone to sampling errors and carries high costs and risks associated with such invasive procedures. Furthermore, the routine clinical monitoring, based on urine volume, proteinuria, and serum creatinine, usually only detects alterations after graft histologic damage and does not differentiate between the diverse etiologies. Therefore, there is an urgent need for new biomarkers enabling to predict, with high sensitivity and specificity, the rejection processes and the underlying mechanisms obtained from minimally invasive procedures to be implemented in routine clinical surveillance. These new biomarkers should also detect the rejection processes as early as possible, ideally before the 78 clinical outputs, while enabling balanced immunotherapy in order to minimize rejections and reducing the high toxicities associated with these drugs. Proteomics of biofluids, collected through non-invasive or minimally invasive analysis, e.g., blood or urine, present inherent characteristics that may provide biomarker candidates. The current manuscript reviews biofluids proteomics toward biomarkers discovery that specifically identify subclinical, acute, and chronic immune rejection processes while allowing for the discrimination between cell-mediated or antibody-mediated processes. In time, these biomarkers will lead to patient risk stratification, monitoring, and personalized and more efficient immunotherapies toward higher graft survival and patient quality of life.
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12
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Pardinhas C, Leal R, Figueiredo C, Rodrigues L, Guedes M, Santos L, Romãozinho C, Sá H, Alves R, Figueiredo A. Kidney Retransplant: Not Too Old for a Second Chance. Transplant Proc 2022; 54:1242-1246. [DOI: 10.1016/j.transproceed.2022.04.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/22/2022] [Accepted: 04/02/2022] [Indexed: 11/16/2022]
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13
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Pickering H, Schaenman J, Rossetti M, Ahn R, Sunga G, Liang EC, Bunnapradist S, Reed EF. T cell senescence and impaired CMV-specific response are associated with infection risk in kidney transplant recipients. Hum Immunol 2022; 83:273-280. [PMID: 35190203 PMCID: PMC9462879 DOI: 10.1016/j.humimm.2022.01.016] [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: 09/21/2021] [Revised: 01/30/2022] [Accepted: 01/31/2022] [Indexed: 02/04/2023]
Abstract
Older kidney transplant recipients demonstrate increased rates of infection, and lower rates of rejection, compared with younger kidney transplant recipients. However, the mechanism behind this observation remains unknown. To develop a multifaceted view of age-associated immune dysfunction, we determined the function and phenotype of T cells predisposing to vulnerability to infection on a molecular level. Overlapping peptide pools representing the dominant CMV antigens were used to stimulate PBMC collected from 51 kidney transplant recipients, using cytokine secretion to determine specificity and intensity of response. Staphylococcal endotoxin B (SEB) was analyzed in parallel. To define immune cell subsets, we used single cell RNA sequencing (scRNAseq) to evaluate cellular surface markers and gene expression. We found increased frequency of SEB- and CMV-specific T cells was associated with freedom from infection, especially in older patients. Spatialized t-SNE analysis revealed decreased frequency of naïve T cells, increased frequency of TEMRA cells, and decreased frequency of IFNγ secreting T cells in patients with infection. Application of scRNAseq analysis revealed increased frequency of terminally differentiated T cells expressing NK-associated receptors and inhibitory markers. These findings offer unique insight into the mechanism behind vulnerability to infection in the kidney transplant recipient, revealing a specific T cell subtype of impaired antigen response and terminal effector phenotype as markers of T cell senescence.
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Affiliation(s)
| | | | | | - Richard Ahn
- Quantitative and Computational Biosciences, USA
| | | | | | - Suphamai Bunnapradist
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, USA
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14
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Ahn R, Schaenman J, Qian Z, Pickering H, Groysberg V, Rossetti M, Llamas M, Hoffmann A, Gjertson D, Deng M, Bunnapradist S, Reed EF. Acute and Chronic Changes in Gene Expression After CMV DNAemia in Kidney Transplant Recipients. Front Immunol 2021; 12:750659. [PMID: 34867983 PMCID: PMC8634678 DOI: 10.3389/fimmu.2021.750659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 10/20/2021] [Indexed: 12/13/2022] Open
Abstract
Cytomegalovirus (CMV) viremia continues to cause significant morbidity and mortality in kidney transplant patients with clinical complications including organ rejection and death. Whole blood gene expression dynamics in CMV viremic patients from onset of DNAemia through convalescence has not been well studied to date in humans. To evaluate how CMV infection impacts whole blood leukocyte gene expression over time, we evaluated a matched cohort of 62 kidney transplant recipients with and without CMV DNAemia using blood samples collected at multiple time points during the 12-month period after transplant. While transcriptomic differences were minimal at baseline between DNAemic and non-DNAemic patients, hundreds of genes were differentially expressed at the long-term timepoint, including genes enriching for pathways important for macrophages, interferon, and IL-8 signaling. Amongst patients with CMV DNAemia, the greatest amount of transcriptomic change occurred between baseline and 1-week post-DNAemia, with increase in pathways for interferon signaling and cytotoxic T cell function. Time-course gene set analysis of these differentially expressed genes revealed that most of the enriched pathways had a significant time-trend. While many pathways that were significantly down- or upregulated at 1 week returned to baseline-like levels, we noted that several pathways important in adaptive and innate cell function remained upregulated at the long-term timepoint after resolution of CMV DNAemia. Differential expression analysis and time-course gene set analysis revealed the dynamics of genes and pathways involved in the immune response to CMV DNAemia in kidney transplant patients. Understanding transcriptional changes caused by CMV DNAemia may identify the mechanism behind patient vulnerability to CMV reactivation and increased risk of rejection in transplant recipients and suggest protective strategies to counter the negative immunologic impact of CMV. These findings provide a framework to identify immune correlates for risk assessment and guiding need for extending antiviral prophylaxis.
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Affiliation(s)
- Richard Ahn
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, CA, United States.,Institute for Quantitative and Computational Biosciences, University of California Los Angeles, Los Angeles, CA, United States
| | - Joanna Schaenman
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Zachary Qian
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, CA, United States.,Institute for Quantitative and Computational Biosciences, University of California Los Angeles, Los Angeles, CA, United States
| | - Harry Pickering
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Victoria Groysberg
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Megan Llamas
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Alexander Hoffmann
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, CA, United States.,Institute for Quantitative and Computational Biosciences, University of California Los Angeles, Los Angeles, CA, United States
| | - David Gjertson
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States.,Department of Biostatistics, University of California Los Angeles, Los Angeles, CA, United States
| | - Mario Deng
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Suphamai Bunnapradist
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, United States
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, CA, United States
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15
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Wang L, Rondaan C, de Joode AAE, Raveling-Eelsing E, Bos NA, Westra J. Changes in T and B cell subsets in end stage renal disease patients before and after kidney transplantation. IMMUNITY & AGEING 2021; 18:43. [PMID: 34749733 PMCID: PMC8574047 DOI: 10.1186/s12979-021-00254-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 10/28/2021] [Indexed: 01/04/2023]
Abstract
BACKGROUND The incidence of kidney transplantation performed in elderly patients has increased steadily recently. Higher risk of infection and mortality, but lower rate of rejection, are reported in older kidney transplant patients. This study aims to analyze the effect of transplantation on aging of T and B cells in kidney transplant patients, with the emphasis on age and Cytomegalovirus (CMV) latency. RESULTS We included 36 patients before and after (median 2.7 years) kidney transplantation and 27 age- and sex-matched healthy controls (HC). T and B cell subsets were measured by flow cytometry, with a focus on aged T cells (CD28-), and age associated B cells (ABCs, CD19 + CD21-CD11c+). Three years after transplantation a significant increase of total T cells among the lymphocytes was found compared to pre-transplantation and HC. Among the T cells CD4+ cells were decreased, especially naïve CD4+ cells and regulatory T cells. Total CD8+ cell proportions were increased, and proportions of naïve CD8+ cells were significantly decreased after transplantation, while CD8+ effector memory T cells re-expressing CD45RA were increased. CD28- T cells were significantly higher compared to HC after transplantation, especially in CMV seropositive patients. B cells were significantly decreased, while among B cells memory B cells and especially ABCs were increased after transplantation. CONCLUSIONS After transplantation T and B cell subsets change towards more terminally differentiated memory cells compared to age-matched HC. Proportions of aged T cells and ABCs were associated with CMV serostatus.
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Affiliation(s)
- Lei Wang
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen and University of Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, NL, The Netherlands
| | - Christien Rondaan
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Anoek A E de Joode
- Department of Internal Medicine, Division of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Elisabeth Raveling-Eelsing
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen and University of Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, NL, The Netherlands
| | - Nicolaas A Bos
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen and University of Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, NL, The Netherlands
| | - Johanna Westra
- Department of Rheumatology and Clinical Immunology, University Medical Center Groningen and University of Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, NL, The Netherlands.
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16
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Pickering H, Sen S, Arakawa-Hoyt J, Ishiyama K, Sun Y, Parmar R, Ahn RS, Sunga G, Llamas M, Hoffmann A, Deng M, Bunnapradist S, Schaenman JM, Gjertson DW, Rossetti M, Lanier LL, Reed EF. NK and CD8+ T cell phenotypes predict onset and control of CMV viremia after kidney transplant. JCI Insight 2021; 6:153175. [PMID: 34609965 PMCID: PMC8663544 DOI: 10.1172/jci.insight.153175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/29/2021] [Indexed: 01/08/2023] Open
Abstract
CMV causes mostly asymptomatic but lifelong infection. Primary infection or reactivation in immunocompromised individuals can be life-threatening. CMV viremia often occurs in solid organ transplant recipients and associates with decreased graft survival and higher mortality. Furthering understanding of impaired immunity that allows CMV reactivation is critical to guiding antiviral therapy and examining the effect of CMV on solid organ transplant outcomes. This study characterized longitudinal immune responses to CMV in 31 kidney transplant recipients with CMV viremia and matched, nonviremic recipients. Recipients were sampled 3 and 12 months after transplant, with additional samples 1 week and 1 month after viremia. PBMCs were stained for NK and T cell markers. PBMC transcriptomes were characterized by RNA-Seq. Plasma proteins were quantified by Luminex. CD8+ T cell transcriptomes were characterized by single-cell RNA-Seq. Before viremia, patients had high levels of IL-15 with concurrent expansion of immature CD56bright NK cells. After viremia, mature CD56dim NK cells and CD28–CD8+ T cells upregulating inhibitory and NK-associated receptors were expanded. Memory NK cells and NK-like CD28–CD8+ T cells were associated with control of viremia. These findings suggest that signatures of innate activation may be prognostic for CMV reactivation after transplant, while CD8+ T cell functionality is critical for effective control of CMV.
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Affiliation(s)
- Harry Pickering
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Subha Sen
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Janice Arakawa-Hoyt
- Department of Microbiology and Immunology, Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, California, USA
| | - Kenichi Ishiyama
- Department of Microbiology and Immunology, Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, California, USA
| | - Yumeng Sun
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Rajesh Parmar
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Richard S Ahn
- Microbiology, Immunology, and Molecular Genetics.,Institute for Quantitative and Computational Biosciences, and
| | - Gemalene Sunga
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Megan Llamas
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Alexander Hoffmann
- Institute for Quantitative and Computational Biosciences, and.,Division of Infectious Diseases, Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Mario Deng
- Division of Infectious Diseases, Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Suphamai Bunnapradist
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, California, USA
| | - Joanna M Schaenman
- Division of Infectious Diseases, Department of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - David W Gjertson
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA.,Biostatistics, University of California, Los Angeles, Los Angeles, California, USA
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Lewis L Lanier
- Department of Microbiology and Immunology, Parker Institute for Cancer Immunotherapy, University of California, San Francisco, San Francisco, California, USA
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, California, USA
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17
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Fedulkina VA, Vatazin AV, Kildyushevskiy AV, Zulkarnayev AB, Gubina DV, Fedulkina MP. Immunosenescence as a reason of individualizing immunosuppressive therapy in kidney transplantation. RUSSIAN JOURNAL OF TRANSPLANTOLOGY AND ARTIFICIAL ORGANS 2021. [DOI: 10.15825/1995-1191-2021-3-171-179] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Transplantation in elderly patients is obviously more challenging due to existing underlying diseases, changes in pharmacokinetics of immunosuppressive drugs, polypragmasy, and transformation of immunoreactivity (immunosenescence). Our review presents data on modification of adaptive and innate immunity during aging. It also considers the possibility of both reduced and adapted immunosuppressive therapy in elderly renal transplant recipients in achieving an optimal balance between efficacy and complications.
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Affiliation(s)
| | - A. V. Vatazin
- Vladimirsky Moscow Regional Research Clinical Institute
| | | | | | - D. V. Gubina
- Vladimirsky Moscow Regional Research Clinical Institute
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18
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Cheungpasitporn W, Lentine KL, Tan JC, Kaufmann M, Caliskan Y, Bunnapradist S, Lam NN, Schnitzler M, Axelrod DA. Immunosuppression Considerations for Older Kidney Transplant Recipients. CURRENT TRANSPLANTATION REPORTS 2021; 8:100-110. [PMID: 34211822 PMCID: PMC8244945 DOI: 10.1007/s40472-021-00321-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/09/2021] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW While kidney transplantation improves the long-term survival of the majority of patients with end-stage kidney disease (ESKD), age-related immune dysfunction and associated comorbidities make older transplant recipients more susceptible to complications related to immunosuppression. In this review, we discuss appropriate management of immunosuppressive agents in older adults to minimize adverse events, avoid acute rejection, and maximize patient and graft survival. RECENT FINDINGS Physiological changes associated with senescence can impact drug metabolism and increase the risk of posttransplant infection and malignancy. Clinical trials assessing the safety and efficacy of immunosuppressive agents in older adults are lacking. Recent findings from U.S. transplant registry-based studies suggest that risk-adjusted death-censored graft failure is higher among older patients who received antimetabolite avoidance, mammalian target of rapamycin inhibitor (mTORi)-based, and cyclosporine-based regimens. Observational data suggest that risk-adjusted mortality may be increased in older patients who receive mTORi-based and cyclosporine-based regimens but lower in those managed with T-cell induction and maintenance steroid avoidance/withdrawal. SUMMARY Tailored immunosuppression management to improve patient and graft survival in older transplant recipients is an important goal of personalized medicine. Lower intensity immunosuppression, such as steroid-sparing regimens, appear beneficial whereas mTORi- and cyclosporine-based maintenance are associated with greater potential for adverse effects. Prospective clinical trials to assess the safety and efficacy of immunosuppression agents in older recipients are urgently needed.
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19
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Schaenman JM, Rossetti M, Liang EC, Lum E, Abdalla B, Bunnapradist S, Pham PT, Danovitch G, Reed EF, Cole SW. Leukocyte transcriptome indicators of development of infection in kidney transplant recipients. Clin Transplant 2021; 35:e14252. [PMID: 33570750 DOI: 10.1111/ctr.14252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 01/18/2021] [Accepted: 01/31/2021] [Indexed: 12/01/2022]
Abstract
After kidney transplantation, infection and death are important clinical complications, especially for the growing numbers of older patients with limited resilience to withstand adverse events. Evaluation of changes in gene expression in immune cells can reveal the underlying mechanisms behind vulnerability to infection. A cohort of 60 kidney transplant recipients was evaluated. Gene expression in peripheral blood mononuclear cells 3 months after kidney transplantation was analyzed to compare differences between patients with infection and those who were infection-free in the first-year post-transplant. Pro-inflammatory genes such as IL1B, CCL4, and TNF were found to be downregulated in post-transplant PBMC from patients who developed infection. In contrast, genes involved in metabolism, HLA genes, and transcripts involved in type I interferon innate antiviral responses were found to be upregulated. Promoter-based bioinformatic analyses implicated increased activity of interferon regulatory factors, erythroid nuclear factor (E2), and CCAAT-enhancer-binding protein (C/EBP) in patients who developed infections. Differential patterns of gene expression were observed in patients who developed infection after kidney transplantation, with patterns distinct from changes associated with patient age, suggesting possible mechanisms behind vulnerability to infection. Assessment of gene expression in blood may offer an approach for patient risk stratification and monitoring after transplantation.
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Affiliation(s)
- Joanna M Schaenman
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, UCLA Immunogenetics Center, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Emily C Liang
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Erik Lum
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Basmah Abdalla
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Suphamai Bunnapradist
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Phuong Thu Pham
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Gabriel Danovitch
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, UCLA Immunogenetics Center, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Steve W Cole
- Department of Medicine, Division of Hematology-Oncology, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
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20
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Désy O, Vallin P, Béland S, Bouchard-Boivin F, Gama AP, De Serres SA. Longitudinal immune profile reveals reduced function of pro-inflammatory monocytes with age following kidney transplantation. Am J Transplant 2021; 21:1147-1159. [PMID: 32777159 DOI: 10.1111/ajt.16249] [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: 01/22/2020] [Revised: 07/22/2020] [Accepted: 07/24/2020] [Indexed: 01/25/2023]
Abstract
Toxicity of immunosuppression, notably the risk of infection, increases with age. However, the dynamic changes in innate immune response following transplantation are unclear. Based on recent observations, we hypothesized that pro-inflammatory capacity would decrease with age. We analyzed approximately 300 PBMC samples collected longitudinally in 45 de novo, adult kidney recipients and performed detailed phenotypic and functional profiling of monocytes and T cell subsets. Inflammatory response to TLR4 stimulation and indirect allostimulation using mismatched HLA peptides were assessed. In patients aged ≥56 years, TNF-α production by intermediate monocytes was similar to that in younger patients early posttransplant, but diminished substantially later. Adjusted analyses suggested that this was not attributable to confounding factors. In contrast, the alloimmune response to HLA peptides measured by IFN-γ in CD4+ T cells and TNF-α in monocytes was stable over time, but was low in older recipients. Measurement of CD80-86 surface expression revealed no signal for a lower costimulation capacity of APCs. These results suggest that older recipients have a reduced function of their innate pro-inflammatory immune cells posttransplant while maintaining a stable, low alloimmune response over time. The effect of reduced immunosuppressant doses on preventing this phenomenon needs to be clarified.
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Affiliation(s)
- Olivier Désy
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Patrice Vallin
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Stéphanie Béland
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - François Bouchard-Boivin
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Alcino P Gama
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Sacha A De Serres
- Transplantation Unit, Renal Division, Department of Medicine, University Health Center of Quebec, Faculty of Medicine, Laval University, Québec, QC, Canada
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21
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A Comprehensive Review of Infections in Older Kidney Transplant Recipients. CURRENT TRANSPLANTATION REPORTS 2021. [DOI: 10.1007/s40472-021-00320-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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22
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Schaenman J, Phonphok K, Spanuchart I, Duong T, Sievers TM, Lum E, Reed EF, Bunnapradist S. Early cytomegalovirus DNAemia and antiviral dose adjustment in high vs intermediate risk kidney transplant recipients. Transpl Infect Dis 2021; 23:e13457. [PMID: 32892447 PMCID: PMC7962879 DOI: 10.1111/tid.13457] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 06/24/2020] [Accepted: 08/11/2020] [Indexed: 12/22/2022]
Abstract
BACKGROUND Cytomegalovirus (CMV) infection continues to negatively affect outcomes for solid organ transplant recipients, despite the advent of strategies for preemptive surveillance and prophylaxis. The impact is especially great for CMV seronegative recipients of donor seropositive organs, who typically lack the ability to control CMV infection at the time of transplantation. METHODS We reviewed episodes of CMV DNAemia in a modern cohort of kidney transplant recipients over a 3-year period at a high-volume transplant center to investigate the frequency of DNAemia during antiviral prophylaxis. RESULTS Despite receipt of antiviral prophylaxis per current guidelines, 75 cases of CMV DNAemia were observed in the first 100 days after transplantation. For high risk patients, median time to DNAemia was 75 days after transplantation, and the majority of patients had experienced dose-reduction of valganciclovir due to renal insufficiency. Review of CMV seropositive intermediate risk patients demonstrated DNAemia occurring earlier after transplantation compared with high risk patients with a median time of 64 days (P = .029). The impact of valganciclovir dose adjustment was less notable in the intermediate risk group. CONCLUSIONS Guidelines recommend beginning routine surveillance for CMV after the completion of antiviral prophylaxis. Our findings suggest that closer monitoring may be beneficial, especially for high risk patients at risk for DNAemia. Patients requiring dose adjustment of valganciclovir due to renal insufficiency may be at increased risk for CMV DNAemia. Improved methods for CMV prophylaxis and evaluation of immunologic risk for CMV DNAemia and disease are needed to improve patient outcomes after kidney transplantation.
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Affiliation(s)
- Joanna Schaenman
- Division of Infectious Diseases, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Korntip Phonphok
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Ittikorn Spanuchart
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Tin Duong
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Theodore M. Sievers
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Erik Lum
- Division of Nephrology, David Geffen School of Medicine, Los Angeles, CA 90095
| | - Elaine F. Reed
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095
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The aging transplant population and immunobiology: any therapeutic implication? Curr Opin Organ Transplant 2020; 25:255-260. [PMID: 32374576 PMCID: PMC9366898 DOI: 10.1097/mot.0000000000000760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
PURPOSE OF REVIEW The aim of this review is to describe the latest investigations into the immunobiology of aging and the potential impact on outcomes after mechanical circulatory support implantation and heart transplantation. This information is relevant given the growing numbers of older patients with heart failure undergoing evaluation for mechanical circulatory support device (MCSD) or heart transplantation. RECENT FINDINGS A host of aging-associated aspects of immune dysfunction have been described in the general population including T-cell senescence, exhaustion, and terminal dedifferentiation, as well as impaired function of innate immune cells. Another important consequence of T-cell senescence is inflammation, which is known to have a strong relationship with both heart failure and frailty in older patients. Recent data on the association between T-cell and monocyte phenotypes as well as evaluation of gene expression and adverse outcomes after MCSD suggests the potential value of immunologic assessment of MCSD and heart transplant candidates and recipients. Measurement of physical frailty represents another avenue for patient evaluation that may complement immunologic assessment. Determination of immune dysfunction and frailty prior to transplantation may have implications for choice of induction and dosing of maintenance immunosuppression. SUMMARY As the age of transplant and MCSD candidates and recipients continues to increase, it is important for providers to recognize the potential impact of aging-associated immune dysfunction and how it may influence candidate selection, postintervention monitoring, and adjustment of immunosuppression.
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24
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DNA Methylation Age Is More Closely Associated With Infection Risk Than Chronological Age in Kidney Transplant Recipients. Transplant Direct 2020; 6:e576. [PMID: 33134500 PMCID: PMC7581059 DOI: 10.1097/txd.0000000000001020] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/03/2020] [Accepted: 04/07/2020] [Indexed: 11/26/2022] Open
Abstract
Older kidney transplant recipients demonstrate increased rates of infection but decreased rates of rejection compared with younger recipients, suggesting that older transplant patients are functionally overimmunosuppressed. We hypothesized that this is a consequence of reduction in immunological activity due to biological aging and that an immune biological age, as determined by DNA methylation (DNAm), would be associated more strongly with incidence of infection than chronological age. Methods DNAm analysis was performed on peripheral blood mononuclear cell collected from 60 kidney transplant recipients representing older (≥age 60 y) and younger (aged 30-59 y) patients 3 months after transplantation. DNAm age was calculated based on methylation status of a panel of CpG sites, which have been previously identified as indicative of biological age. Results Correlation was seen between chronological and DNAm age; however, there were many patients with significant differences (either acceleration or slowing) between DNAm age and chronological age. A statistically significant association was seen between increased DNAm age and incidence of infection in the first year after kidney transplantation, whereas no significant association was seen between chronological age and infection. Conclusions Assessment of DNAm age holds promise as an approach for patient evaluation and individualization of immune suppression regimens. This analysis may provide insights into the immunological mechanism behind increased incidence of infection observed in older transplant patients. The ability to measure biological age would allow for patient risk stratification and individualization of immunosuppression, improving outcomes for the growing numbers of older patients undergoing kidney transplantation.
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25
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An interdisciplinary approach to the older transplant patient: strategies for improving clinical outcomes. Curr Opin Organ Transplant 2020; 24:504-510. [PMID: 31219840 DOI: 10.1097/mot.0000000000000662] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
PURPOSE OF REVIEW To describe the latest investigations into the role of frailty and assessment of other aging-related issues in the solid organ transplant candidate and recipient. This information is relevant for all involved in the care of transplant patients, but is especially relevant in infectious diseases, given the increased burden of infection seen in older and frailer patients. RECENT FINDINGS The Fried Frailty Phenotype (FFP) and Short Performance Physical Battery (SPPB) are well validated tools for measuring frailty in older adults. Recently, these frailty tools have also been used to predict a range of clinical outcomes in adults with endstage organ disease undergoing advanced therapies including mechanical circulatory device (MCSD) or transplantation including death on the waiting list, length of hospital stay, need for readmission, infection, and death. Frailty may also be estimated by chart review and comorbidity assessment. Other aging-related evaluations of interest are cognitive function, sarcopenia, and nutritional status. The strength of association for each tool varies by the type of end organ disease, although there are many findings in common across organ types. SUMMARY As trends in the aging of the population continue to impact transplant and MCSD candidates and recipients, it is increasingly important for providers to be cognizant of the methods for assessment of aging-associated dysfunction including frailty and sarcopenia.
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26
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Pilon C, Bigot J, Grondin C, Thiolat A, Lang P, Cohen JL, Grimbert P, Matignon M. Phenotypic and Transcriptomic Lymphocytes Changes in Allograft Recipients After Intravenous Immunoglobulin Therapy in Kidney Transplant Recipients. Front Immunol 2020; 11:34. [PMID: 32038663 PMCID: PMC6993066 DOI: 10.3389/fimmu.2020.00034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Accepted: 01/08/2020] [Indexed: 11/18/2022] Open
Abstract
High dose intravenous immunoglobulin (IVIG) are widely used after kidney transplantation and its biological effect on T and B cell phenotype in the context of maintenance immunosuppression was not documented yet. We designed a monocentric prospective cohort study of kidney allograft recipients with anti-HLA donor specific antibodies (DSA) without acute rejection on screening biopsies treated with prophylactic high-dose IVIG (2 g/kg) monthly for 2 months. Any previous treatment with Rituximab was an exclusion criterion. We performed an extensive analysis of phenotypic and transcriptomic T and B lymphocytes changes and serum cytokines after treatment (day 60). Twelve kidney transplant recipients who completed at least two courses of high-dose IVIG (2 g/kg) were included in a median time of 45 (12–132) months after transplant. Anti-HLA DSA characteristics were similar before and after treatment. At D60, PBMC population distribution was similar to the day before the first infusion. CD8+ CD45RA+ T cells and naïve B-cells (Bm2+) decreased (P = 0.03 and P = 0.012, respectively) whereas Bm1 (mature B-cells) increased (P = 0.004). RORγt serum mRNA transcription factor and CD3 serum mRNA increased 60 days after IVIG (P = 0.02 for both). Among the 25 cytokines tested, only IL-18 serum concentration significantly decreased at D60 (P = 0.03). In conclusion, high dose IVIG induced limited B cell and T cell phenotype modifications that could lead to anti-HLA DSA decrease. However, no clinical effect has been isolated and the real benefit of prophylactic use of IVIG after kidney transplantation merits to be questioned.
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Affiliation(s)
- Caroline Pilon
- APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Centre d'Investigation Clinique Biothérapie, Créteil, France.,Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France
| | - Jeremy Bigot
- Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France
| | - Cynthia Grondin
- APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Centre d'Investigation Clinique Biothérapie, Créteil, France
| | - Allan Thiolat
- Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France
| | - Philippe Lang
- Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France.,APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Nephrology and Transplantation Department, Créteil, France
| | - José L Cohen
- APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Centre d'Investigation Clinique Biothérapie, Créteil, France.,Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France
| | - Philippe Grimbert
- APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Centre d'Investigation Clinique Biothérapie, Créteil, France.,Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France.,APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Nephrology and Transplantation Department, Créteil, France
| | - Marie Matignon
- APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Centre d'Investigation Clinique Biothérapie, Créteil, France.,Université Paris-Est, UMR_S955, UPEC, Créteil, France.,Inserm, U955, Equipe 21, Créteil, France.,APHP (Assistance Publique-Hôpitaux de Paris), Hôpital H. Mondor-A. Chenevier, Nephrology and Transplantation Department, Créteil, France
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27
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Noble J, Jouve T, Malvezzi P, Süsal C, Rostaing L. Transplantation of Marginal Organs: Immunological Aspects and Therapeutic Perspectives in Kidney Transplantation. Front Immunol 2020; 10:3142. [PMID: 32082306 PMCID: PMC7005052 DOI: 10.3389/fimmu.2019.03142] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Accepted: 12/24/2019] [Indexed: 12/14/2022] Open
Abstract
Recent data from the World Population Prospects projects that, by 2050, nearly all regions in the world will have a quarter or more of the population aged 60 and above. Chronic kidney disease (CKD) has a high global prevalence (~13%) worldwide, and the prevalence of chronic kidney disease and end-stage kidney disease increase with age. Kidney transplantation remains the best therapeutic option for end-stage kidney disease, offering a survival benefit in comparison with dialysis maintenance for most patients. This review focuses on immunological aspects of kidney transplantation in older patients and marginal donors, i.e., 60 years or older deceased kidney donors or 50–59 years old deceased kidney donors with comorbidities. Clinical outcomes of kidney recipients in terms of renal and patient survival are more than acceptable even for patients over 70. In this population, the first cause of graft loss is death with a functional graft. However, the inherent issues of these transplantations are the acceptance or refusal of frail kidney from an old donor and the increased immunogenicity of these organs in balance with potential frail and immunosenescent recipients. Finally, the immunosuppressive regimen itself is a challenge for the future of the transplant, to prevent adverse effects such as nephrotoxicity and higher risk of infections or cancer in a population already at risk. Belatacept may have a good place in the immunosuppressive strategy to improve efficacy and the safety posttransplantation.
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Affiliation(s)
- Johan Noble
- Service de Néphrologie, Hémodialyse, Aphéréses et Transplantation Rénale, Centre Hospitalier Universitaire (CHU) de Grenoble-Alpes, Grenoble, France.,Université Grenoble Alpes, Grenoble, France
| | - Thomas Jouve
- Service de Néphrologie, Hémodialyse, Aphéréses et Transplantation Rénale, Centre Hospitalier Universitaire (CHU) de Grenoble-Alpes, Grenoble, France.,Université Grenoble Alpes, Grenoble, France
| | - Paolo Malvezzi
- Service de Néphrologie, Hémodialyse, Aphéréses et Transplantation Rénale, Centre Hospitalier Universitaire (CHU) de Grenoble-Alpes, Grenoble, France
| | - Caner Süsal
- Collaborative Transplant Study, Institute of Immunology, Heidelberg University, Heidelberg, Germany
| | - Lionel Rostaing
- Service de Néphrologie, Hémodialyse, Aphéréses et Transplantation Rénale, Centre Hospitalier Universitaire (CHU) de Grenoble-Alpes, Grenoble, France.,Université Grenoble Alpes, Grenoble, France
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Schaenman J, Castellon L, Liang EC, Nanayakkara D, Abdalla B, Sarkisian C, Goldwater D. The Frailty Risk Score predicts length of stay and need for rehospitalization after kidney transplantation in a retrospective cohort: a pilot study. Pilot Feasibility Stud 2019; 5:144. [PMID: 31890257 PMCID: PMC6905019 DOI: 10.1186/s40814-019-0534-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 11/22/2019] [Indexed: 01/06/2023] Open
Abstract
Background Frailty is a widely used measure in older patients as a predictor of poor outcomes after hospitalization and surgery. There is a growing body of data in kidney transplantation suggesting frailty can predict adverse outcomes. There is interest in using chart review measures of frailty and multimorbidity, as they may be equally predictive as physical measurement. This approach holds promise for patient evaluation, identifying candidates for prehabilitation, and targeting resources towards those anticipated to have an increased rate of clinical challenges after kidney transplantation. Frail patients who are often older may place a large resource and economic burden on transplant programs. Methods We applied a previously published chart review–based approach in a retrospective, pilot study to calculate the Frailty Risk Score (FRS) utilizing a cohort of kidney transplant patients. We reviewed concurrent comorbidities using the Charlson comorbidity (CM) score to determine the feasibility and utility of applying this approach in transplant patients to predict post-transplant outcomes such as length of hospitalization and the need for rehospitalization. Results Sixty kidney transplant recipients were evaluated by chart review, 23 characterized as older (> = 60) and 37 younger (ages 30–59). Median FRS score was 3 (range 1–7). Higher FRS was significantly associated with increased patient age (high FRS 19% in younger patients, 43% in older patients). Increased CM score was also associated with increased patient age. Patients with a high FRS stayed in the hospital for an average of 8 days, compared with 5.7 days for a low FRS. Patients with high FRS were readmitted an average of 2.9 times compared with an average of 1.1 for those with a low FRS. FRS score remained significant for predicting outcomes after adjustment for patient age. Conclusion Elevated FRS prior to transplantation was associated with increased hospital stay and the need for readmission in kidney transplant recipients. This analysis demonstrates the potential strength of chart review in evaluating frailty prior to transplantation, permitting risk stratification and targeting of resources for rehabilitation and close post-transplant monitoring. Frail patients may benefit from targeted “prehabilitation” to attenuate the associated adverse clinical outcomes.
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Affiliation(s)
- Joanna Schaenman
- 1Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
| | - Loren Castellon
- 2Albert Einstein College of Medicine, New York City, New York USA
| | - Emily C Liang
- 1Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
| | - Deepa Nanayakkara
- 1Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
| | - Basmah Abdalla
- 3Division of Nephrology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
| | - Catherine Sarkisian
- 4Division of Geriatrics, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
| | - Deena Goldwater
- 4Division of Geriatrics, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA USA
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29
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30
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Nakid-Cordero C, Arzouk N, Gauthier N, Tarantino N, Larsen M, Choquet S, Burrel S, Autran B, Vieillard V, Guihot A. Skewed T cell responses to Epstein-Barr virus in long-term asymptomatic kidney transplant recipients. PLoS One 2019; 14:e0224211. [PMID: 31639143 PMCID: PMC6804993 DOI: 10.1371/journal.pone.0224211] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 10/08/2019] [Indexed: 01/06/2023] Open
Abstract
Kidney transplant recipients (KTRs) abnormally replicate the Epstein Barr Virus (EBV). To better understand how long-term immunosuppression impacts the immune control of this EBV re-emergence, we systematically compared 10 clinically stable KTRs to 30 healthy controls (HCs). The EBV-specific T cell responses were determined in both groups by multiparameter flow cytometry with intra cellular cytokine staining (KTRs n = 10; HCs n = 15) and ELISpot-IFNγ assays (KTRs n = 7; HCs n = 7). The T/B/NK cell counts (KTRs n = 10; HCs n = 30) and the NK/T cell differentiation and activation phenotypes (KTRs n = 10; HCs n = 15/30) were also measured. We show that in KTRs, the Th1 effector CD4+ T cell responses against latent EBV proteins are weak (2/7 responders). Conversely, the frequencies total EBV-specific CD8+T cells are conserved in KTRs (n = 10) and span a wider range of EBNA-3A peptides (5/7responders) than in HCs (5/7responders). Those modifications of the EBV-specific T cell response were associated with a profound CD4+ T cell lymphopenia in KTRs compared to HCs, involving the naïve CD4+ T cell subset, and a persistent activation of highly-differentiated senescent CD8+ T cells. The proportion of total NK / CD8+ T cells expressing PD-1 was also increased in KTRs. Noteworthy, PD-1 expression on CD8+ T cells normalized with time after transplantation. In conclusion, we show modifications of the EBV-specific cellular immunity in long term transplant recipients. This may be the result of both persistent EBV antigenic stimulation and profound immunosuppression induced by anti-rejection treatments. These findings provide new insights into the immunopathology of EBV infection after renal transplantation.
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Affiliation(s)
- Cecilia Nakid-Cordero
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
| | - Nadia Arzouk
- Service de Néphrologie, Urologie et Transplantation Rénale, Hôpital Pitié Salpêtrière, Paris, France
| | - Nicolas Gauthier
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
| | - Nadine Tarantino
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- CNRS ERL8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Martin Larsen
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- CNRS ERL8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Sylvain Choquet
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- Service d’Hématologie, Hôpital Pitié Salpêtrière, Paris, France
| | - Sonia Burrel
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- Service de Virologie, Hôpital Pitié Salpêtrière, Paris, France
| | - Brigitte Autran
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
| | - Vincent Vieillard
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- CNRS ERL8255, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Paris, France
| | - Amélie Guihot
- Sorbonne Université (Univ. Paris 06), INSERM U1135, Centre d'Immunologie et des Maladies Infectieuses (CIMI-Paris), Hôpital Pitié-Salpêtrière, Paris, France
- Département d’Immunologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
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31
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Schaenman JM, Rossetti M, Lum E, Abdalla B, Bunnapradist S, Pham TP, Danovitch G, Reed EF, Cole S. Differences in Gene Expression in Older Compared With Younger Kidney Transplant Recipients. Transplant Direct 2019; 5:e436. [PMID: 30993190 PMCID: PMC6445656 DOI: 10.1097/txd.0000000000000870] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 01/16/2019] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND For the growing numbers of older transplant patients, increased incidence of infection and death compared with younger patients may limit the many benefits provided by transplantation. However, little is known about age-associated immune dysfunction in the older transplant recipient. METHODS A cohort of 60 kidney transplant recipients, 23 older (≥ 60y) and 37 younger (30-59y), matched on antithymocyte induction and donor type (living vs deceased) was evaluated. Gene expression in peripheral blood mononuclear cells 3 months after kidney transplantation was analyzed to compare differences between older and younger patients. RESULTS Proinflammatory genes were upregulated in older kidney transplant patients, including cytokines IL1-β and IL-6. Downregulated genes were associated with B-cell and T-cell function, including CCR7 and CD27. Analysis of predicted transcription factor binding suggested an increase in proinflammatory transcription factor CCAAT/enhancer binding protein β-binding sites in older patients, whereas interferon regulatory factor 2 transcription factor binding sites were less prevalent. CONCLUSIONS Older kidney transplant recipients exhibited multiple differences in gene expression compared with younger patients, with upregulation of proinflammatory genes and downregulation of adaptive immune response genes. These findings may explain the mechanism of increased vulnerability to infection and malignancy observed in older transplant patients.
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Affiliation(s)
- Joanna M Schaenman
- Division of Infectious Diseases, Department of Medicine, UCLA Immunogenetics Center, Los Angeles, CA
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, UCLA Immunogenetics Center, Los Angeles, CA
| | - Erik Lum
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Basmah Abdalla
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Suphamai Bunnapradist
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Thu-Phuong Pham
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Gabriel Danovitch
- Division of Nephrology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, UCLA Immunogenetics Center, Los Angeles, CA
| | - Steve Cole
- Division of Hematology-Oncology, Department of Medicine, Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA
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Hemmersbach-Miller M, Wolfe CR, Schmader KE. Solid organ transplantation in older adults. Infectious and other age-related considerations. ACTA ACUST UNITED AC 2019; 3. [PMID: 34113803 PMCID: PMC8189398 DOI: 10.21926/obm.transplant.1901046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
In the U.S., older adults aged 65 or above comprise nearly one quarter of the solid organ transplant (SOT) waitlists, and the number of transplants performed in this age group continues to increase. There are no specific guidelines for the assessment and follow up of the older SOT candidate or recipient. Older adults are at increased risk of infectious complications after SOT. Despite these complications and even with the use of suboptimal donors, overall outcomes are favorable. We provide an overview to specific consideration as they relate to the older SOT candidate and recipient.
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Affiliation(s)
- Marion Hemmersbach-Miller
- Division of Infectious Diseases, Duke University Medical Center, Durham NC, USA.,Duke Clinical Research Institute, Durham NC, USA
| | - Cameron R Wolfe
- Division of Infectious Diseases, Duke University Medical Center, Durham NC, USA
| | - Kenneth E Schmader
- Division of Geriatrics, Duke University Medical Center, Durham NC, USA.,GRECC, Durham VA, Durham NC. USA
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33
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Schaenman JM, Rossetti M, Sidwell T, Groysberg V, Sunga G, Liang E, Vangala S, Chang E, Bakir M, Bondar G, Cadeiras M, Kwon M, Reed EF, Deng M. Association of pro-inflammatory cytokines and monocyte subtypes in older and younger patients on clinical outcomes after mechanical circulatory support device implantation. Hum Immunol 2018; 80:126-134. [PMID: 30445099 DOI: 10.1016/j.humimm.2018.11.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 10/29/2018] [Accepted: 11/07/2018] [Indexed: 01/30/2023]
Abstract
Noninvasive immunologic analysis of peripheral blood holds promise for explaining the mechanism of development of adverse clinical outcomes, and may also become a method for patient risk stratification before or after mechanical circulatory support device (MCSD) implantation. Dysregulation of the innate immune system is associated with increased patient age but has yet to be evaluated in the older patient with advanced heart failure undergoing MCSD surgery. Patients pre- and post-MCSD implantation had peripheral blood mononuclear cells (PBMC) and serum isolated. Multiparameter flow cytometry was used to analyze markers of innate cell function, including monocyte subtypes. Multiplex cytokine analysis was performed. MELD-XI and SOFA scores were utilized as surrogate markers of outcomes. Increased levels of pro-inflammatory cytokines including IL-15, TNF-α, and IL-10 were associated with increased MELD-XI and SOFA scores. IL-8, TNF- α, and IL-10 were associated with risk of death after MCSD implantation, even with correction for patient age. Increased frequency of 'classical' monocytes (CD14 + CD16-) were associated with increased MELD-XI and SOFA scores. This suggests that inflammation and innate immune system activation contribute to progression to multiorgan system failure and death after MCSD surgery. Development of noninvasive monitoring of peripheral blood holds promise for biomarker development for candidate selection and patient risk stratification.
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Affiliation(s)
- Joanna M Schaenman
- Division of Infectious Diseases, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States.
| | - Maura Rossetti
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Tiffany Sidwell
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Victoria Groysberg
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Gemalene Sunga
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Emily Liang
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Sitaram Vangala
- UCLA Department of Medicine Statistics Core, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Eleanor Chang
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Maral Bakir
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Galyna Bondar
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Martin Cadeiras
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Murray Kwon
- Department of Cardiothoracic Surgery, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Elaine F Reed
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
| | - Mario Deng
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, Los Angeles, CA 90095, United States
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34
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Chiu YL, Shu KH, Yang FJ, Chou TY, Chen PM, Lay FY, Pan SY, Lin CJ, Litjens NHR, Betjes MGH, Bermudez S, Kao KC, Chia JS, Wang G, Peng YS, Chuang YF. A comprehensive characterization of aggravated aging-related changes in T lymphocytes and monocytes in end-stage renal disease: the iESRD study. IMMUNITY & AGEING 2018; 15:27. [PMID: 30455721 PMCID: PMC6223078 DOI: 10.1186/s12979-018-0131-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 09/21/2018] [Indexed: 12/26/2022]
Abstract
Background Patients with end-stage renal disease (ESRD) exhibit a premature aging phenotype of the immune system. Nevertheless, the etiology and impact of these changes in ESRD patients remain unknown. Results Compared to healthy individuals, ESRD patients exhibit accelerated immunosenescence in both T cell and monocyte compartments, characterized by a dramatic reduction in naïve CD4+ and CD8+ T cell numbers but increase in CD8+ TEMRA cell and proinflammatory monocyte numbers. Notably, within ESRD patients, aging-related immune changes positively correlated not only with increasing age but also with longer dialysis vintage. In multivariable-adjusted logistic regression models, the combination of high terminally differentiated CD8+ T cell level and high intermediate monocyte level, as a composite predictive immunophenotype, was independently associated with prevalent coronary artery disease as well as cardiovascular disease, after adjustment for age, sex, systemic inflammation and presence of diabetes. Levels of terminally differentiated CD8+ T cells also positively correlated with the level of uremic toxin p-cresyl sulfate. Conclusions Aging-associated adaptive and innate immune changes are aggravated in ESRD and are associated with cardiovascular diseases. For the first time, our study demonstrates the potential link between immunosenescence in ESRD and duration of exposure to the uremic milieu. Electronic supplementary material The online version of this article (10.1186/s12979-018-0131-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yen-Ling Chiu
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan.,2Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University , Taipei, Taiwan.,3Graduate Program in Biomedical Informatics, Yuan Ze University, Taoyuan, Taiwan
| | - Kai-Hsiang Shu
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan.,4Graduate Institute of Immunology, College of Medicine, National Taiwan University , Taipei, Taiwan
| | - Feng-Jung Yang
- 2Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University , Taipei, Taiwan.,5Department of Medicine, National Taiwan University Hospital Yun Lin Branch, Douliu, Taiwan
| | - Tzu-Ying Chou
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Ping-Min Chen
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Fang-Yun Lay
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Szu-Yu Pan
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Cheng-Jui Lin
- 6Division of Nephrology, Department of Internal Medicine, Mackay Memorial Hospital, Taipei, Taiwan
| | - Nicolle H R Litjens
- 7Department of Internal Medicine, Nephrology and Transplantation, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Michiel G H Betjes
- 7Department of Internal Medicine, Nephrology and Transplantation, Erasmus Medical Center, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Selma Bermudez
- 8International Health Program, National Yang Ming University School of Public Health, Taipei, Taiwan
| | - Kung-Chi Kao
- 4Graduate Institute of Immunology, College of Medicine, National Taiwan University , Taipei, Taiwan
| | - Jean-San Chia
- 4Graduate Institute of Immunology, College of Medicine, National Taiwan University , Taipei, Taiwan
| | - George Wang
- 9Biology of Healthy Aging Program, Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Yu-Sen Peng
- 1Division of Nephrology, Department of Medicine, Far Eastern Memorial Hospital, Taipei, Taiwan
| | - Yi-Fang Chuang
- 8International Health Program, National Yang Ming University School of Public Health, Taipei, Taiwan.,10Institute of Public Health, National Yang Ming University School of Public Health, Taipei, Taiwan.,11Preventive Medicine Research Center, National Yang-Ming University, Taipei, Taiwan
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