1
|
Ralph OG, Williams MD, Chan EY, Olaitan O. Racial Variation of Donor-Derived Cell-Free DNA in Kidney Transplant Recipients. Prog Transplant 2025:15269248241304787. [PMID: 39835362 DOI: 10.1177/15269248241304787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
INTRODUCTION There is a need for a noninvasive, affordable, sensitive, and specific biomarker to diagnose early acute rejection, to negate the need for frequent biopsies. Dd-cfDNA is a powerful adjunct yet there is limited data on the ethnic differences in its values. There is anecdotal evidence that dd-cfDNA values at rejection may be higher in Black as compared to non-Black recipients. This study aims to add to this literature while defining such variability and comparing it to previously validated cutoffs for dd-cfDNA of 0.5% or 1%. DESIGN This was a single-center retrospective observational study of patients who underwent graft biopsies with a preceding, paired, dd-cfDNA value. Recipients were separated into White, Black, and Hispanic racial and ethnic groups, and dd-cfDNA values at rejection versus nonrejection were compared. RESULTS With 0.5% and 1% cutoffs, false negative rates for rejection were 13% and 22%, respectively. The false positive rate was 38.4%. 12.2% of Black recipients, 11.8% of Hispanic recipients, and 44% of White recipients had rejection with a negative AlloSure®. Values >0.5% corresponded to histologic rejection in 61.5% of Black, 66.7% of White, and 56.3% of Hispanic recipients. Antibody-mediated rejection occurred in 65.5% of rejection cases in Black recipients, while exhibiting the lowest rate of T-cell-mediated rejection. Dd-cfDNA values gave an accurate diagnosis of rejection in 52.8% of recipients with AMR versus 19.3% in TCMR. CONCLUSION This study demonstrated that dd-cfDNA was applicable to Black recipients with a robust ability to detect antibody-mediated rejection, as compared to White and Hispanic recipients.
Collapse
Affiliation(s)
- Oliver G Ralph
- Department of Surgery, Rush University Medical Center, University Transplant Program, Chicago, IL, USA
| | - Michael D Williams
- Department of Surgery, Rush University Medical Center, University Transplant Program, Chicago, IL, USA
| | - Edie Y Chan
- Department of Surgery, Rush University Medical Center, University Transplant Program, Chicago, IL, USA
| | - Oyedolamu Olaitan
- Department of Surgery, Rush University Medical Center, University Transplant Program, Chicago, IL, USA
| |
Collapse
|
2
|
Mirza A, Gani I, Parvez I, Weaver C, Mulloy L, Kapoor R. Identification of Factors Influencing Donor-Derived Cell-Free DNA Levels up to One Year After Kidney Transplant. J Transplant 2024; 2024:7673476. [PMID: 39781105 PMCID: PMC11707014 DOI: 10.1155/joot/7673476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 09/25/2024] [Accepted: 12/11/2024] [Indexed: 01/12/2025] Open
Abstract
Introduction: Donor-derived cell-free DNA (dd-cfDNA) in the peripheral blood of allograft recipients has shown to early identify allograft injury. In this study, we assessed the factors that influence the amount of circulating dd-cfDNA during the first month postkidney transplant as well as its longitudinal trend. Materials and Methods: A consecutive series of 98 adult kidney transplant recipients at a single center between July 2018 and January 2020 were included in this study. All demographic and operative details were collected for donors and recipients of the organ transplant. Median eGFR, dd-cfDNA, and serum creatinine were calculated at 1, 2, 3, 6, and 12 month posttransplant. Descriptive statistics were used for patient demographics. Nonparametric comparisons of dd-cfDNA cumulative distributions between dichotomized groupings were evaluated using Kruskal-Wallis or Mann-Whitney U tests. Results: The median age of recipients was 54.5 years (IQR: 42.7-62.2). The cause of ESRD among recipients was hypertension (43%) and Type II diabetes mellitus (29%). Eighty-two percentage of patients received a deceased donor allograft, 14% received a living unrelated allograft, and 4% received a living related allograft. Sixteen percentage of recipients experienced delayed graft function (DGF). Median creatinine level at 1 month posttransplant was 1.75 mg/dL (IQR: 1.34-2.26) and median eGFR at 1 month posttransplant was 49.6 mL/min/1.73 m2 (IQR: 35-65). The median dd-cfDNA score at 1 month posttransplant for all recipients was 0.4% (IQR: 0.15-5.3). Donor sex was a statistically significant differential for dd-cfDNA score. Recipients from male donors had a significantly higher median dd-cf DNA score at 1 month posttransplant versus those who received a female kidney (0.57% vs. 0.28%, p < 0.01). Highest median score was recorded at the first month posttransplant (0.4%, IQR: 0.26-0.74), and a sustained downward trend was observed through Month 2 (0.19%, IQR: 0.17-0.31) and Month 3 (0.19%, IQR: 0.15-0.26). Correlation between 1-, 2-, 3-, 6-, and 12-month posttransplant median dd-cfDNA scores between deceased donor and living donor (LRD and LURD) cohorts was not statistically significant. Conclusion: This study provides further insight into donor and recipient variables' effects on dd-cfDNA in the early posttransplant phase by analyzing a more diverse cohort of patients and adds to the knowledge around interpreting dd-cfDNA scores with clinical correlation for posttransplant management.
Collapse
Affiliation(s)
- Ahmad Mirza
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| | - Imran Gani
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| | - Imran Parvez
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| | - Cari Weaver
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| | - Laura Mulloy
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| | - Rajan Kapoor
- Medical College of Georgia, Augusta University Hospital and Medical Center, 1120 15th Street, Augusta AD 3401, Georgia
| |
Collapse
|
3
|
Kataria A, Athreya A, Gupta G. Biomarkers in Kidney Transplantation. ADVANCES IN KIDNEY DISEASE AND HEALTH 2024; 31:427-435. [PMID: 39232613 DOI: 10.1053/j.akdh.2024.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 06/11/2024] [Indexed: 09/06/2024]
Abstract
Currently in the United States, there are more than 250,000 patients with a functioning kidney allograft and over 100,000 waitlisted patients awaiting kidney transplant, with a burgeoning number added to the kidney transplant wait list every year. Although early post-transplant care is delivered at the transplant center, the increasing number of kidney transplant recipients requires general nephrologists to actively participate in the long-term care of these patients. Serum creatinine and proteinuria are imperfect traditional biomarkers of allograft dysfunction and lag behind subclinical allograft injury. This manuscript reviews the various clinically available biomarkers in the field of kidney transplantation for a general nephrologist with a focus on the utility of donor-derived cell-free DNA, as a marker of early allograft injury. Blood gene expression profiling, initially studied in the context of early identification of subclinical rejection, awaits validation in larger multicentric trials. Urinary cellular messenger ribonucleic acid and chemokine CXCL10 hold promising potential for early diagnosis of both subclinical and acute rejection. Torque tenovirus, a ubiquitous DNA virus is emerging as a biomarker of immunosuppression exposure as peripheral blood torque tenovirus copy numbers might mirror the intensity of host immunosuppression. Although high-quality evidence is still being generated, evidence and recommendations are provided to aid the general nephrologist in implementation of novel biomarkers in their clinical practice.
Collapse
Affiliation(s)
| | - Akshay Athreya
- Division of Nephrology, Virginia Commonwealth University, Richmond, VA
| | - Gaurav Gupta
- Division of Nephrology, Virginia Commonwealth University, Richmond, VA; Hume-Lee Transplant Center, Virginia Commonwealth University, Richmond, VA.
| |
Collapse
|
4
|
Gupta G, Athreya A, Kataria A. Biomarkers in Kidney Transplantation: A Rapidly Evolving Landscape. Transplantation 2024:00007890-990000000-00820. [PMID: 39020463 DOI: 10.1097/tp.0000000000005122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/19/2024]
Abstract
The last decade has seen an explosion in clinical research focusing on the use of noninvasive biomarkers in kidney transplantation. Much of the published literature focuses on donor-derived cell-free DNA (dd-cfDNA). Although initially studied as a noninvasive means of identifying acute rejection, it is now clear that dd-cfDNA is more appropriately described as a marker of severe injury and irrespective of the etiology, elevated dd-cfDNA ≥0.5% portends worse graft outcomes. Blood gene expression profiling is also commercially available and has mostly been studied in the context of early identification of subclinical rejection, although additional data is needed to validate these findings. Torque teno virus, a ubiquitous DNA virus, has emerged as a biomarker of immunosuppression exposure as peripheral blood Torque teno virus copy numbers might mirror the intensity of host immunosuppression. Urinary chemokine tests including C-X-C motif chemokine ligand 9 and C-X-C motif chemokine ligand 10 have recently been assessed in large clinical trials and hold promising potential for early diagnosis of both subclinical and acute rejection, as well as, for long-term prognosis. Urinary cellular messenger RNA and exosome vesicular RNA based studies require additional validation. Although current data does not lend itself to conclusion, future studies on multimodality testing may reveal the utility of serial surveillance for individualization of immunosuppression and identify windows of opportunity to intervene early and before the irreversible allograft injury sets in.
Collapse
Affiliation(s)
- Gaurav Gupta
- Hume-Lee Transplant Center, Virginia Commonwealth University, Richmond, VA
- Division of Nephrology, Virginia Commonwealth University, Richmond, VA
| | - Akshay Athreya
- Division of Nephrology, Virginia Commonwealth University, Richmond, VA
| | - Ashish Kataria
- Division of Nephrology, Medical College of Georgia, Augusta, GA
| |
Collapse
|
5
|
Moein M, Settineri JP, Suleiman H, Sidhu J, Papa S, Coyle S, Dvorai RH, Bahreini A, Leggat J, Saidi RF. Application of Combined Donor-Derived Cell-Free DNA and Transcriptome in Diagnosis of Kidney Transplant Rejection. Transplant Proc 2024; 56:1259-1263. [PMID: 39019762 DOI: 10.1016/j.transproceed.2024.02.023] [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: 11/14/2023] [Revised: 01/10/2024] [Accepted: 02/15/2024] [Indexed: 07/19/2024]
Abstract
BACKGROUND Transcriptomic kidney profile testing and donor-derived cell-free DNA (dd-cfDNA) testing are new methods shown to provide early markers of graft inflammation during the post-transplant period. This study focused on utilizing clinical data to evaluate the application of these tests in detecting transplant rejection by comparing tests results to biopsy reports. MATERIAL AND METHODS We conducted a retrospective analysis of a prospectively collected database of all adult kidney transplant patients at SUNY Upstate Medical Hospital from 1 January 2014 to 1 December 2022. Inclusion criteria were patients with concurrent transcriptomic kidney profile test and kidney biopsy results. RESULTS Biopsies identified 33 kidney transplant rejections. For diagnosis of kidney rejection, transcriptomic kidney profile testing had a 52.83% positive predictive value and 92.77% negative predicative value, while dd-cfDNA testing had a 54.83% positive predictive value and 86.45% negative predictive value. Transcriptomic kidney profile testing showed an 82.35% sensitivity and 75.49% specificity, while dd-cfDNA testing showed a 56.66% sensitivity and 85.56% specificity. Positive transcriptomic kidney profile and dd-cfDNA tests detected 51.51% of rejections. Combined negative tests were observed in 70.21% of biopsies without rejection. CONCLUSIONS Despite certain discrepancies and limitations, we believe transcriptomic profile testing and dd-cfDNA testing are useful for detecting early-stage rejections and can guide patient care. Additionally, dd-cfDNA testing avoids invasive screening biopsies. Following negative test results, the probability patients are not having rejection is 86.45%. The transcriptomic profile test's high sensitivity and specificity allow possible detection of transplant rejections that may have otherwise not been identified by biopsy.
Collapse
Affiliation(s)
- Mahmoudreza Moein
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Joseph P Settineri
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Halima Suleiman
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Jasleen Sidhu
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Sarah Papa
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Steven Coyle
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - Reut Hod Dvorai
- Department of Pathology and Laboratory Medicine, SUNY Upstate Medical University, Syracuse, New York
| | - Amin Bahreini
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York
| | - John Leggat
- Department of Medicine, Division of Nephrology, SUNY Upstate Medical University, Syracuse, New York
| | - Reza F Saidi
- Department of Surgery, Division of Transplantation, SUNY Upstate Medical University, Syracuse, New York.
| |
Collapse
|
6
|
Wang C, Feng G, Zhao J, Xu Y, Li Y, Wang L, Wang M, Liu M, Wang Y, Mu H, Zhou C. Screening of novel biomarkers for acute kidney transplant rejection using DIA-MS based proteomics. Proteomics Clin Appl 2024; 18:e2300047. [PMID: 38215274 DOI: 10.1002/prca.202300047] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 11/03/2023] [Accepted: 11/22/2023] [Indexed: 01/14/2024]
Abstract
BACKGROUND Kidney transplantation is the preferred treatment for patients with end-stage renal disease. However, acute rejection poses a threat to the graft long-term survival. The aim of this study was to identify novel biomarkers to detect acute kidney transplant rejection. METHODS The serum proteomic profiling of kidney transplant patients with T cell-mediated acute rejection (TCMR) and stable allograft function (STA) was analyzed using data-independent acquisition mass spectrometry (DIA-MS). The differentially expressed proteins (DEPs) of interest were further verified by enzyme-linked immunosorbent assay (ELISA). RESULTS A total of 131 DEPs were identified between STA and TCMR patients, 114 DEPs were identified between mild and severe TCMR patients. The verification results showed that remarkable higher concentrations of serum amyloid A protein 1 (SAA1) and insulin like growth factor binding protein 2 (IGFBP2), and lower fetuin-A (AHSG) concentration were found in TCMR patients when compared with STA patients. We also found higher SAA1 concentration in severe TCMR group when compared with mild TCMR group. The receiver operating characteristics (ROC) analysis further confirmed that combination of SAA1, AHSG, and IGFBP2 had excellent performance in the acute rejection diagnosis. CONCLUSIONS Our data demonstrated that serum SAA1, AHSG, and IGFBP2 could be effective biomarkers for diagnosing acute rejection after kidney transplantation. DIA-MS has great potential in biomarker screening of kidney transplantation.
Collapse
Affiliation(s)
- Ce Wang
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Gang Feng
- Department of Kidney Transplant, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Jie Zhao
- Department of Kidney Transplant, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Yang Xu
- Department of Kidney Transplant, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Yang Li
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Lin Wang
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Meng Wang
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Miao Liu
- The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Yilin Wang
- The First Central Clinical School, Tianjin Medical University, Tianjin, China
| | - Hong Mu
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| | - Chunlei Zhou
- Department of Clinical Laboratory, Tianjin First Central Hospital, School of Medicine, Nankai University, Tianjin, China
| |
Collapse
|
7
|
Gauthier PT, Madill-Thomsen KS, Demko Z, Prewett A, Gauthier P, Halloran PF. Distinct Molecular Processes Mediate Donor-derived Cell-free DNA Release From Kidney Transplants in Different Disease States. Transplantation 2024; 108:898-910. [PMID: 38150492 PMCID: PMC10962427 DOI: 10.1097/tp.0000000000004877] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 10/05/2023] [Accepted: 10/23/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND Among all biopsies in the Trifecta-Kidney Study ( ClinicalTrials.gov NCT04239703), elevated plasma donor-derived cell-free DNA (dd-cfDNA) correlated most strongly with molecular antibody-mediated rejection (AMR) but was also elevated in other states: T cell-mediated rejection (TCMR), acute kidney injury (AKI), and some apparently normal biopsies. The present study aimed to define the molecular correlates of plasma dd-cfDNA within specific states. METHODS Dd-cfDNA was measured by the Prospera test. Molecular rejection and injury states were defined using the Molecular Microscope system. We studied the correlation between dd-cfDNA and the expression of genes, transcript sets, and classifier scores within specific disease states, and compared AMR, TCMR, and AKI to biopsies classified as normal and no injury (NRNI). RESULTS In all 604 biopsies, dd-cfDNA was elevated in AMR, TCMR, and AKI. Within AMR biopsies, dd-cfDNA correlated with AMR activity and stage. Within AKI, the correlations reflected acute parenchymal injury, including cell cycling. Within biopsies classified as MMDx Normal and archetypal No injury (NRNI), dd-cfDNA still correlated significantly with rejection- and injury-related genes. TCMR activity (eg, the TCMR Prob classifier) correlated with dd-cfDNA, but within TCMR biopsies, top gene correlations were complex and not the top TCMR-selective genes. CONCLUSIONS In kidney transplants, elevated plasma dd-cfDNA is associated with 3 distinct molecular states in the donor tissue: AMR, recent parenchymal injury (including cell cycling), and TCMR, potentially complicated by parenchymal disruption. Moreover, subtle rejection- and injury-related changes in the donor tissue can contribute to dd-cfDNA elevations in transplants considered to have no rejection or injury.
Collapse
Affiliation(s)
- Patrick T. Gauthier
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
- Transcriptome Sciences Inc, Edmonton, AB, Canada
| | - Katelynn S. Madill-Thomsen
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
- Transcriptome Sciences Inc, Edmonton, AB, Canada
| | | | | | | | - Philip F. Halloran
- Alberta Transplant Applied Genomics Centre, Edmonton, AB, Canada
- Transcriptome Sciences Inc, Edmonton, AB, Canada
- Department of Medicine, University of Alberta, Edmonton, AB, Canada
| |
Collapse
|
8
|
González-López E, Ocejo-Vinyals JG, Renuncio-García M, Roa-Bautista A, San Segundo Arribas D, Escagedo C, García-Saiz MDM, Valero R, García-Berbel P, Ruíz San Millán JC, Rodrigo E. Donor-Derived Cell-Free DNA at 1 Month after Kidney Transplantation Relates to HLA Class II Eplet Mismatch Load. Biomedicines 2023; 11:2741. [PMID: 37893114 PMCID: PMC10604614 DOI: 10.3390/biomedicines11102741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 10/03/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
Kidney transplantation is the preferred therapeutic option for end-stage renal disease; however, the alloimmune response is still the leading cause of renal allograft failure. To better identify immunologic disparities in order to evaluate HLA compatibility between the donor and the recipient, the concept of eplet load has arisen. Regular kidney function monitoring is essential for the accurate and timely diagnosis of allograft rejection and the appropriate treatment. Donor-derived cell-free DNA (dd-cfDNA) has been proposed as a potential biomarker of acute rejection and graft failure in kidney transplantation. The proportion of plasma dd-cfDNA was determined in forty-two kidney patients at 1 month after transplantation. A total of eleven (26.2%) patients had a dd-cfDNA proportion of ≥1.0%. The only pretransplant variable related to dd-cfDNA > 1.0% was the HLA class II eplet mismatch load, mainly the HLA-DQB1 eplet mismatch load. Furthermore, dd-cfDNA was able to discriminate the patients with antibody-mediated rejection (AbMR) (AUC 87.3%), acute rejection (AUC 78.2%), and troubled graft (AUC 81.4%). Increased dd-cfDNA levels were associated with kidney allograft deterioration, particularly rejection, as well as a greater HLA class II eplet mismatch load. Consequently, combining dd-cfDNA determination and HLA eplet mismatch load calculation should improve the assessment of the risk of short- and long-term allograft damage.
Collapse
Affiliation(s)
- Elena González-López
- Immunology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (E.G.-L.); (M.R.-G.); (A.R.-B.); (D.S.S.A.)
| | - Javier Gonzalo Ocejo-Vinyals
- Immunology Department, Infectious Diseases and Clinical Microbiology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain;
| | - Mónica Renuncio-García
- Immunology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (E.G.-L.); (M.R.-G.); (A.R.-B.); (D.S.S.A.)
| | - Adriel Roa-Bautista
- Immunology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (E.G.-L.); (M.R.-G.); (A.R.-B.); (D.S.S.A.)
| | - David San Segundo Arribas
- Immunology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (E.G.-L.); (M.R.-G.); (A.R.-B.); (D.S.S.A.)
| | - Clara Escagedo
- Nephrology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (C.E.); (R.V.); (J.C.R.S.M.)
| | - María del Mar García-Saiz
- Clinical Pharmacology Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain;
| | - Rosalía Valero
- Nephrology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (C.E.); (R.V.); (J.C.R.S.M.)
| | - Pilar García-Berbel
- Pathological Anatomy Department, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain;
| | - Juan Carlos Ruíz San Millán
- Nephrology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (C.E.); (R.V.); (J.C.R.S.M.)
| | - Emilio Rodrigo
- Nephrology Department, Immunopathology Group, Marqués de Valdecilla University Hospital-IDIVAL, University of Cantabria, 39008 Santander, Spain; (C.E.); (R.V.); (J.C.R.S.M.)
| |
Collapse
|
9
|
Abdulhadi T, Alrata L, Dubrawka C, Amurao G, Kalipatnapu SM, Isaac C, Rodrigues S, Flores KM, Alsabbagh DY, Alomar O, Alhamad T. Donor-derived cell free DNA as a biomarker in kidney transplantation. Pharmacogenomics 2023; 24:771-780. [PMID: 37732393 DOI: 10.2217/pgs-2023-0138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023] Open
Abstract
The early detection of acute rejection in the allograft is important as it provides an opportunity for timely therapeutic intervention in order to preserve graft function and achieve longer graft survival. Donor-derived cell-free DNA (dd-cfDNA) has emerged as a new biomarker in the field of kidney transplantation. In this review, we used data from various studies to examine the role of dd-cfDNA in comparison to creatinine and donor-specific antibodies in the early detection of transplant rejection. We also reviewed the use of dd-cfDNA in other organ transplants as well as the challenges and potential future direction for dd-cfDNA as a diagnostic tool.
Collapse
Affiliation(s)
- Tarek Abdulhadi
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Louai Alrata
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Casey Dubrawka
- Department of Pharmacy, Barnes Jewish Hospital, St. Louis, MO 63110, USA
| | - Gwendolyn Amurao
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Sri Mahathi Kalipatnapu
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Che Isaac
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Shelden Rodrigues
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Karen Marie Flores
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Dema Yaseen Alsabbagh
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Omar Alomar
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Tarek Alhamad
- Department of Medicine, Division of Nephrology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Transplant Epidemiology Research Collaboration (TERC), Institute of Public Health, Washington University School of Medicine, St. Louis, MO 63110, USA
| |
Collapse
|
10
|
Graver AS, Lee D, Power DA, Whitlam JB. Understanding Donor-derived Cell-free DNA in Kidney Transplantation: An Overview and Case-based Guide for Clinicians. Transplantation 2023; 107:1675-1686. [PMID: 36579675 DOI: 10.1097/tp.0000000000004482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Kidney transplant recipients undergo lifelong monitoring of allograft function and evaluation for transplant complications. The current monitoring paradigm utilizes blood, urine, and tissue markers that are insensitive, nonspecific, or invasive to obtain. As a result, problems are detected late, after significant damage has accrued, and often beyond the time at which complete resolution is possible. Indeed, most kidney transplants eventually fail, usually because of chronic rejection and other undetected injury. There is a clear need for a transplant-specific biomarker that enables a proactive approach to monitoring via early detection of reversible pathology. A biomarker that supports timely and personalized treatment would assist in achieving the ultimate goal of improving allograft survival and limiting therapeutic toxicity to the recipient. Donor-derived cell-free DNA (ddcfDNA) has been proposed as one such transplant biomarker. Although the test is presently utilized most in the United States, it is conceivable that its use will become more widespread. This review covers aspects of ddcfDNA that support informed use of the test by general nephrologists, including the basic biology of ddcfDNA, methodological nuances of testing, and general recommendations for use in the kidney transplant population. Clinical contexts are used to illustrate evidence-supported interpretation of ddcfDNA results and subsequent management. Finally, knowledge gaps and areas for further study are discussed.
Collapse
Affiliation(s)
- Alison S Graver
- Kidney Transplant Service, Department of Nephrology, Austin Health, Heidelberg, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville, VIC, Australia
| | - Darren Lee
- Kidney Transplant Service, Department of Nephrology, Austin Health, Heidelberg, VIC, Australia
- Department of Renal Medicine, Eastern Health Clinical School, Monash University, Box Hill, VIC, Australia
| | - David A Power
- Kidney Transplant Service, Department of Nephrology, Austin Health, Heidelberg, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville, VIC, Australia
| | - John B Whitlam
- Kidney Transplant Service, Department of Nephrology, Austin Health, Heidelberg, VIC, Australia
- Victorian Clinical Genetics Services, Murdoch Children's Research Institute, Parkville, VIC, Australia
| |
Collapse
|
11
|
Rostaing LPE, Böhmig GA, Gibbons B, Taqi MM. Post-Transplant Surveillance and Management of Chronic Active Antibody-Mediated Rejection in Renal Transplant Patients in Europe. Transpl Int 2023; 36:11381. [PMID: 37529383 PMCID: PMC10389272 DOI: 10.3389/ti.2023.11381] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/27/2023] [Indexed: 08/03/2023]
Abstract
Antibody mediated rejection (ABMR) is the leading cause of immune-related allograft failure following kidney transplantation. Chronic active ABMR (CABMR) typically occurs after one-year post-transplant and is the most common cause of late allograft failure. This study was designed to assess common practices in Europe for post-transplant surveillance 1 year after kidney transplant, as well as the diagnosis and management of CABMR. A 15-minute online survey with 58 multiple choice or open-ended questions was completed by EU transplant nephrologists, transplant surgeons and nephrologists. Survey topics included patient caseloads, post-transplant routine screening and treatment of CABMR. The results indicated that observing clinical measures of graft function form the cornerstone of post-transplant surveillance. This may be suboptimal, leading to late diagnoses and untreatable disease. Indeed, less than half of patients who develop CABMR receive treatment beyond optimization of immune suppression. This is attributable to not only late diagnoses, but also a lack of proven efficacious therapies. Intravenous Immunoglobulin (IVIG), steroid pulse and apheresis are prescribed by the majority to treat CABMR. While biologics can feature as part of treatment, there is no single agent that is being used by more than half of physicians.
Collapse
Affiliation(s)
- Lionel P. E. Rostaing
- Service de Néphrologie, Hémodialyse, Aphérèses et Transplantation Rénale, CHU Grenoble-Alpes, Grenoble, France
| | - Georg A. Böhmig
- Clinical Department of Nephrology and Dialysis, University Clinic for Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | | | | |
Collapse
|
12
|
Yoo A, Riedel A, Qian I, Bartosic A, Soltani R, Kibria G, Haririan A, Drachenberg CB, Abrams PL, Odorico JS, Cooper M, Bromberg JS, Scalea JR. An Initial Analysis of the Baseline Levels of Dd-cfDNA After Pancreas Transplantation: A Prospective Study From High-volume Centers in the United States. Transplant Direct 2023; 9:e1459. [PMID: 36935870 PMCID: PMC10019258 DOI: 10.1097/txd.0000000000001459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 01/19/2023] [Accepted: 01/22/2023] [Indexed: 03/17/2023] Open
Abstract
Pancreas transplantation offers patients with diabetes an opportunity for glucose homeostasis. Current blood tests to surveil for rejection have poor sensitivity and specificity for identifying rejection, and pancreas biopsies are challenging and associated with morbidity and graft loss. Donor-derived cell-free DNA (dd-cfDNA) is shed from transplanted organs and detectable in peripheral blood. Thus, a potential dd-cfDNA blood test assessing rejection would be clinically advantageous. Methods One hundred eighty-one dd-cfDNA samples (n) were collected from 77 patients (N) up to 132 mo posttransplant. Results The median dd-cfDNA level among all subjects was 0.28% (0.13%, 0.71%). In simultaneous pancreas-kidney (SPK) transplant recipients, the median dd-cfDNA level was 0.29% (0.13%, 0.71%), and it was 0.23% (0.08%, 0.71%) in pancreas transplant alone (PTA) recipients. When isolating for when without infection or rejection, the median dd-cfDNA level was 0.28% (0.13%, 0.64%) for SPK and 0.20% (0.00%, 0.32%) for PTA. Both transplant types approached 1.0% ≤1 mo posttransplant followed by a decrease in median dd-cfDNA. During episodes of rejection or infection, median dd-cfDNA levels were greater among all transplant types. Conclusions The mean dd-cfDNA level for all pancreas transplant recipients is <1.0%, consistent with the published kidney transplant rejection threshold (>1.0%), regardless of SPK or PTA. Early posttransplant dd-cfDNA levels are transiently higher than later measurements. Dd-cfDNA elevation also correlates with rejection and infection and thus is a promising biomarker for surveilling pancreas transplant dysfunction.
Collapse
Affiliation(s)
- Ashley Yoo
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Alexandria Riedel
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Ian Qian
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Amanda Bartosic
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Rudi Soltani
- Division of Transplantation, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Gulam Kibria
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Abdolreza Haririan
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Cinthia B. Drachenberg
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | | | - Jon S. Odorico
- Division of Transplantation, Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | | | - Jonathan S. Bromberg
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| | - Joseph R. Scalea
- Division of Transplant Surgery, Department of Surgery, University of Maryland School of Medicine, Baltimore, MD
| |
Collapse
|
13
|
Koval AP, Khromova AS, Blagodatskikh KA, Zhitnyuk YV, Shtykova YA, Alferov AA, Kushlinskii NE, Shcherbo DS. Application of PCR-based approaches for evaluation of cell-free DNA fragmentation in colorectal cancer. Front Mol Biosci 2023; 10:1101179. [PMID: 37051326 PMCID: PMC10083340 DOI: 10.3389/fmolb.2023.1101179] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 03/14/2023] [Indexed: 03/29/2023] Open
Abstract
Cell-free DNA (cfDNA) testing is the core of most liquid biopsy assays. In particular, cfDNA fragmentation features could facilitate non-invasive cancer detection due to their interconnection with tumor-specific epigenetic alterations. However, the final cfDNA fragmentation profile in a purified sample is the result of a complex interplay between informative biological and artificial technical factors. In this work, we use ddPCR to study cfDNA lengths in colorectal cancer patients and observe shorter and more variable cfDNA fragments in accessible chromatin loci compared to the densely packed pericentromeric region. We also report a convenient qPCR system suitable for screening cfDNA samples for artificial high molecular weight DNA contamination.
Collapse
Affiliation(s)
- Anastasia P. Koval
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Alexandra S. Khromova
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Konstantin A. Blagodatskikh
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- Center of Genetics and Reproductive Medicine “Genetico”, Moscow, Russia
| | - Yulia V. Zhitnyuk
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | | | - Aleksandr A. Alferov
- Laboratory of Clinical Biochemistry, N. N. Blokhin Cancer Research Medical Center of Oncology, Moscow, Russia
| | - Nikolay E. Kushlinskii
- Laboratory of Clinical Biochemistry, N. N. Blokhin Cancer Research Medical Center of Oncology, Moscow, Russia
| | - Dmitry S. Shcherbo
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- *Correspondence: Dmitry S. Shcherbo,
| |
Collapse
|
14
|
Halloran PF, Reeve J, Madill-Thomsen KS, Demko Z, Prewett A, Gauthier P, Billings P, Lawrence C, Lowe D, Hidalgo LG. Antibody-mediated Rejection Without Detectable Donor-specific Antibody Releases Donor-derived Cell-free DNA: Results From the Trifecta Study. Transplantation 2023; 107:709-719. [PMID: 36190186 PMCID: PMC9946174 DOI: 10.1097/tp.0000000000004324] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 07/08/2022] [Accepted: 07/12/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Trifecta (ClinicalTrials.gov #NCT04239703) is a prospective trial defining relationships between donor-derived cell-free DNA (dd-cfDNA), donor-specific antibody (DSA), and molecular findings in kidney transplant biopsies. Previous analyses of double results showed dd-cfDNA was strongly associated with rejection-associated molecules in the biopsy. The present study analyzed the triple results in 280 biopsies, focusing on the question of dd-cfDNA levels in DSA-negative antibody-mediated rejection (AMR). METHODS Molecular Microscope Diagnostic System biopsy testing was performed at Alberta Transplant Applied Genomics Centre, dd-cfDNA testing at Natera, Inc, and central HLA antibody testing at One Lambda Inc. Local DSA and histologic diagnoses were assigned per center standard-of-care. RESULTS DSA was frequently negative in both molecular (56%) and histologic (51%) AMR. DSA-negative AMR had slightly less molecular AMR activity and histologic peritubular capillaritis than DSA-positive AMR. However, all AMRs-DSA-positive or -negative-showed elevated %dd-cfDNA. There was no association between dd-cfDNA and DSA in biopsies without rejection. In AMR, %dd-cfDNA ≥1.0 was more frequent (75%) than DSA positivity (44%). In logistic regression, dd-cfDNA percent (area under the curve [AUC] 0.85) or quantity (AUC 0.86) predicted molecular AMR better than DSA (AUC 0.66). However, the best predictions incorporated both dd-cfDNA and DSA, plus time posttransplant (AUC 0.88). CONCLUSIONS DSA-negative AMR has moderately decreased mean molecular and histologic AMR-associated features compared with DSA-positive AMR, though similarly elevated dd-cfDNA levels. In predicting AMR at the time of indication biopsies in this population, dd-cfDNA is superior to DSA, reflecting the prevalence of DSA-negative AMR, but the optimal predictions incorporated both dd-cfDNA and DSA.
Collapse
Affiliation(s)
- Philip F. Halloran
- Alberta Transplant Applied Genomics Center, University of Alberta, Edmonton, AB, Canada
- Department of Medicine, University of Alberta, Edmonton, AB, Canada
- Transcriptome Sciences, Inc, Edmonton, AB, Canada
| | - Jeff Reeve
- Alberta Transplant Applied Genomics Center, University of Alberta, Edmonton, AB, Canada
| | | | | | | | | | | | | | | | - Luis G. Hidalgo
- Division of Transplantation, Department of Surgery, University of Wisconsin, Madison, WI
| |
Collapse
|
15
|
Yang H, Hou Y, Liang T, Lan Y, He J, Lu J, Wei L. Quantification of Postoperative Graft-Derived Cell-Free DNA to Evaluate the Risks of Impaired Allograft Function at Early Stage of Kidney Transplantation. Transplant Proc 2022; 54:2159-2164. [DOI: 10.1016/j.transproceed.2022.08.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/19/2022] [Accepted: 08/26/2022] [Indexed: 11/10/2022]
|
16
|
Genden EM, Harkin T, Laitman BM, Florman SS. Vascularized Tracheal Transplantation: A Twenty Month Follow Up. Laryngoscope 2022. [PMID: 36239630 DOI: 10.1002/lary.30444] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 09/07/2022] [Accepted: 09/29/2022] [Indexed: 11/12/2022]
Abstract
BACKGROUND Tracheal transplantation has been considered the ideal option for the reconstruction of long-segment circumferential tracheal defects. Our group developed a technique for vascularized single-staged tracheal transplantation. Twenty months ago, we performed the first-in-human tracheal transplantation. Herein, we report a twenty-month follow-up. METHODS The recipient presented with a 9.0 cm airway tracheal stenosis and complete cricoid stenosis. The patient previously failed six major conventional surgical procedures. Prior to transplantation, the patient's airway was maintained with an extended tracheostomy and stent. The patient experienced repeated life-threatening airway obstruction because of mucous plugging and obstructive granulation tissue. In January 2020 the patient underwent a single-staged tracheal transplantation treated with triple-therapy immunosuppression. Organ rejection was monitored with endoscopic tracheoscopy, narrow-band imaging, free-cell DNA assessment, and histological and cytogenetic analysis of tracheal biopsies. Mucociliary function was assessed with dye motility studies. RESULTS Twenty months following transplantation, there has been no evidence of acute or chronic rejection. Since day 60, there has been no detectable free cell DNA, a surrogate marker for immune-mediated allograft rejection. Fluorescence in situ hybridization (FISH) cytogenetics demonstrated that the donor trachea was repopulated with recipient epithelium establishing a chimeric allograft. Narrow-band imaging demonstrates a well-vascularized epithelial mucosa and bronchoscopic biopsies demonstrate normal ciliated epithelial architecture and viable epithelial lining with functional ciliated epithelium. The patient has resumed a normal life without a stent or tracheostomy and has returned to work. CONCLUSIONS Twenty months after single-staged vascularized tracheal transplantation, the trachea is functional and the patient breathes without the need for a tracheostomy or stent. Single-staged long-segment tracheal transplantation is a viable option for tracheal defects that are not amenable to conventional reconstructive techniques. LEVEL OF EVIDENCE 4 Laryngoscope, 2022.
Collapse
Affiliation(s)
- Eric M Genden
- Department of Otolaryngology - Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,The Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Timothy Harkin
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Critical Care Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Benjamin M Laitman
- Department of Otolaryngology - Head and Neck Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sander S Florman
- The Recanati/Miller Transplantation Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| |
Collapse
|
17
|
Cell Death and Ischemia-Reperfusion Injury in Lung Transplantation. J Heart Lung Transplant 2022; 41:1003-1013. [DOI: 10.1016/j.healun.2022.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/06/2022] [Accepted: 05/20/2022] [Indexed: 11/17/2022] Open
|
18
|
Lum EL, Lee S, Zuckerman J, Bunnapradist S. Subclinical non-HLA AMR detection and monitoring with surveillance dd-cfDNA in a kidney transplant recipient. TRANSPLANTATION REPORTS 2022. [DOI: 10.1016/j.tpr.2022.100092] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
|
19
|
Westphal SG, Mannon RB. Emerging biomarkers in kidney transplantation and challenge of clinical implementation. Curr Opin Organ Transplant 2022; 27:15-21. [PMID: 34939960 DOI: 10.1097/mot.0000000000000941] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Despite improvement in short-term outcomes after kidney transplantation, long-term outcomes remain suboptimal. Conventional biomarkers are limited in their ability to reliably identify early immunologic and nonimmunologic injury. Novel biomarkers are needed for noninvasive diagnosis of subclinical injury, prediction of response to treatment, and personalization of the care of kidney transplant recipients. RECENT FINDINGS Recent biotechnological advances have led to the discovery of promising molecular biomarker candidates. However, translating potential biomarkers from bench to clinic is challenging, and many potential biomarkers are abandoned prior to clinical implementation. Despite these challenges, several promising urine, blood, and tissue novel molecular biomarkers have emerged and are approaching incorporation into clinical practice. SUMMARY This article highlights the challenges in adopting biomarker-driven posttransplant management and reviews several promising emerging novel biomarkers that are approaching clinical implementation.
Collapse
Affiliation(s)
- Scott G Westphal
- Division of Nephrology, Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | | |
Collapse
|
20
|
Halloran PF, Reeve J, Madill-Thomsen KS, Demko Z, Prewett A, Billings P. The Trifecta Study: Comparing Plasma Levels of Donor-derived Cell-Free DNA with the Molecular Phenotype of Kidney Transplant Biopsies. J Am Soc Nephrol 2022; 33:387-400. [PMID: 35058354 PMCID: PMC8819982 DOI: 10.1681/asn.2021091191] [Citation(s) in RCA: 69] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/15/2021] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND The relationship between the donor-derived cell-free DNA fraction (dd-cfDNA[%]) in plasma in kidney transplant recipients at time of indication biopsy and gene expression in the biopsied allograft has not been defined. METHODS In the prospective, multicenter Trifecta study, we collected tissue from 300 biopsies from 289 kidney transplant recipients to compare genome-wide gene expression in biopsies with dd-cfDNA(%) in corresponding plasma samples drawn just before biopsy. Rejection was assessed with the microarray-based Molecular Microscope Diagnostic System using automatically assigned rejection archetypes and molecular report sign-outs, and histology assessments that followed Banff guidelines. RESULTS The median time of biopsy post-transplantation was 455 days (5 days to 32 years), with a case mix similar to that of previous studies: 180 (60%) no rejection, 89 (30%) antibody-mediated rejection (ABMR), and 31 (10%) T cell-mediated rejection (TCMR) and mixed. In genome-wide mRNA measurements, all 20 top probe sets correlating with dd-cfDNA(%) were previously annotated for association with ABMR and all types of rejection, either natural killer (NK) cell-expressed (e.g., GNLY, CCL4, TRDC, and S1PR5) or IFN-γ-inducible (e.g., PLA1A, IDO1, CXCL11, and WARS). Among gene set and classifier scores, dd-cfDNA(%) correlated very strongly with ABMR and all types of rejection, reasonably strongly with active TCMR, and weakly with inactive TCMR, kidney injury, and atrophy fibrosis. Active ABMR, mixed, and active TCMR had the highest dd-cfDNA(%), whereas dd-cfDNA(%) was lower in late-stage ABMR and less-active TCMR. By multivariate random forests and logistic regression, molecular rejection variables predicted dd-cfDNA(%) better than histologic variables. CONCLUSIONS The dd-cfDNA(%) at time of indication biopsy strongly correlates with active molecular rejection and has the potential to reduce unnecessary biopsies. CLINICAL TRIAL REGISTRATION NUMBER NCT04239703.
Collapse
Affiliation(s)
- Philip F. Halloran
- Alberta Transplant Applied Genomics Center, Edmonton, Canada,Department of Medicine, University of Alberta, Edmonton, Canada,Transcriptome Sciences Inc., Edmonton, Canada
| | - Jeff Reeve
- Alberta Transplant Applied Genomics Center, Edmonton, Canada
| | - Katelynn S. Madill-Thomsen
- Alberta Transplant Applied Genomics Center, Edmonton, Canada,Transcriptome Sciences Inc., Edmonton, Canada
| | | | | | | | | |
Collapse
|
21
|
Williams MD, Thomas J, Paner A, Chan EY, Hollinger EF, Schadde E, Hertl M, Santos CAQ, Olaitan OK. Can Donor-Derived Cell-Free DNA Detect Graft-Versus-Host Disease in Solid Organ Transplantation: A Case Report. Transplant Proc 2021; 54:176-179. [PMID: 34961600 DOI: 10.1016/j.transproceed.2021.11.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/19/2021] [Indexed: 12/12/2022]
Abstract
Graft-versus-host disease (GVHD) is a rare complication after solid organ transplant. We present a case of GVHD after simultaneous pancreas kidney transplant. The patient was diagnosed with a cutaneous biopsy after developing the classic symptoms of maculopapular rash, diarrhea, and pancytopenia. However, this patient had unexplained elevations in donor-derived cell-free DNA (dd-cfDNA) for months before the onset of GVHD symptoms. We hypothesize that GVHD may be associated with elevated dd-cfDNA as a result of massive donor lymphocyte proliferation and turnover. Further investigation is warranted because earlier diagnosis and treatment could improve outcomes in an otherwise lethal disease.
Collapse
Affiliation(s)
- Michael D Williams
- Department of Surgery, Rush University Medical Center, Chicago, Illinois.
| | - Joshua Thomas
- Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | - Agne Paner
- Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | - Edie Y Chan
- Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Edward F Hollinger
- Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Erik Schadde
- Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Martin Hertl
- Department of Surgery, Rush University Medical Center, Chicago, Illinois
| | - Carlos A Q Santos
- Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois
| | | |
Collapse
|
22
|
Afzal A, Alam A, van Zyl JS, Zafar H, Felius J, Hall SA, Carey SA. Observed elevated donor-derived cell free DNA in orthotopic heart transplant recipients without clinical evidence of rejection. Clin Transplant 2021; 36:e14549. [PMID: 34863042 PMCID: PMC9286598 DOI: 10.1111/ctr.14549] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/18/2021] [Accepted: 11/22/2021] [Indexed: 12/30/2022]
Abstract
Donor‐derived cell free DNA (dd‐cfDNA) has rapidly become part of rejection surveillance following orthotopic heart transplantation. However, some patients show elevated dd‐cfDNA without clinical evidence of rejection. With the aim to provide a clinical description of this subpopulation, we retrospectively analyzed 35 cardiac transplant recipients at our center who experienced elevated (≥.20%) dd‐cfDNA in the absence of clinical rejection, out of a total 106 recipients who had dd‐cfDNA results available during the first year. The median time to first elevated dd‐cfDNA level was 46 days, and the highest dd‐cfDNA recorded within 1 year was .31% [inter‐quartile range, .23–.45]. Twenty‐two (63%) patients experienced infections (cytomegalovirus (CMV) or other), and 16 (46%) presented with de novo donor‐specific antibodies. Cluster analysis revealed four distinct groups characterized by (a) subclinical rejection with 50% CMV (n = 16), (b) non‐CMV infections and the longest time to first elevated dd‐cfDNA (187 days) (n = 8), (c) right ventricular dysfunction (n = 6), and (d) women who showed the youngest median age (45 years) and highest median dd‐cfDNA (.50%) (n = 5). Continued prospective analysis is needed to determine if these observations warrant changes in patient management to optimize the utilization of this vital non‐invasive graft surveillance tool.
Collapse
Affiliation(s)
- Aasim Afzal
- Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, Texas, USA.,Annette C. and Harold C. Simmons Transplant Institute, Baylor Scott & White Health, Dallas, Texas, USA
| | - Amit Alam
- Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, Texas, USA.,Annette C. and Harold C. Simmons Transplant Institute, Baylor Scott & White Health, Dallas, Texas, USA.,Texas A&M University Health Science Center College of Medicine, Dallas, Texas, USA
| | - Johanna S van Zyl
- Texas A&M University Health Science Center College of Medicine, Dallas, Texas, USA.,Baylor Scott & White Research Institute, Dallas, Texas, USA
| | - Hira Zafar
- Baylor Scott & White Research Institute, Dallas, Texas, USA
| | - Joost Felius
- Texas A&M University Health Science Center College of Medicine, Dallas, Texas, USA.,Baylor Scott & White Research Institute, Dallas, Texas, USA
| | - Shelley A Hall
- Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, Texas, USA.,Annette C. and Harold C. Simmons Transplant Institute, Baylor Scott & White Health, Dallas, Texas, USA.,Texas A&M University Health Science Center College of Medicine, Dallas, Texas, USA
| | - Sandra A Carey
- Center for Advanced Heart and Lung Disease, Baylor University Medical Center, Dallas, Texas, USA.,Annette C. and Harold C. Simmons Transplant Institute, Baylor Scott & White Health, Dallas, Texas, USA
| |
Collapse
|
23
|
Qazi Y, Patel A, Fajardo M, McCormick S, Fehringer G, Ahmed E, Malhotra M, Demko ZP, Billings PR, Tabriziani H, Gauthier P. Incorporation of Donor-derived Cell-free DNA Into Clinical Practice for Renal Allograft Management. Transplant Proc 2021; 53:2866-2872. [PMID: 34774309 DOI: 10.1016/j.transproceed.2021.09.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 09/22/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Donor-derived cell-free DNA (dd-cfDNA) in plasma is an established noninvasive biomarker for allograft injury and rejection. A single-nucleotide polymorphism (SNP)-based massively multiplexed polymerase chain reaction methodology can be used to quantify dd-cfDNA in kidney transplant recipients. In this study we describe our clinical experience in using a SNP-based dd-cfDNA assay for the management of active rejection in renal transplant recipients. METHODS To assess the clinical utility of a clinically available SNP-based massively multiplexed polymerase chain reaction dd-cfDNA assay, we analyzed biopsy data contemporaneous to dd-cfDNA results at 33 participating clinics and calculated the rate of rejection in dd-cfDNA-matched biopsy results. RESULTS A total of 1347 dd-cfDNA test samples from 879 patients were accessioned from October 3, 2019, to November 2, 2020. The dd-cfDNA testing classified 25.2% (340/1347) of samples as high-risk (dd-cfDNA fraction ≥ 1%). Clinical follow-up was available for 32.1% (109/340) of the high-risk results, which included samples from 28 patients with definitive biopsy results within 2 weeks of dd-cfDNA testing. Pathology reports indicated a 64% (18/28) rate of active rejection in biopsy result-matched samples. Total cfDNA measurements indicated a skewed distribution and a correlation with dd-cfDNA-derived patient risk classification. CONCLUSIONS This is the first report showing the impact of dd-cfDNA on patient management in a multicenter real-world clinical cohort. The data indicate that incorporating dd-cfDNA testing into practice may improve physician decision making regarding renal allograft recipients.
Collapse
Affiliation(s)
- Yasir Qazi
- Department of Medicine, University of Southern California, Los Angeles, California
| | - Anup Patel
- Saint Barnabas Medical Center, Livingston, New Jersey
| | | | | | | | | | | | | | | | | | | |
Collapse
|
24
|
Jackson AM, Amato-Menker C, Bettinotti M. Cell-free DNA diagnostics in transplantation utilizing next generation sequencing. Hum Immunol 2021; 82:850-858. [PMID: 34600770 DOI: 10.1016/j.humimm.2021.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 06/29/2021] [Accepted: 07/12/2021] [Indexed: 12/25/2022]
Abstract
The use of Next Generation Sequencing (NGS) to interrogate cell-free DNA (cfDNA) as a transplant diagnostic provides a crucial step in improving the accuracy of post-transplant monitoring of allograft health. cfDNA interrogation provides a powerful, yet minimally invasive, biomarker for disease and tissue injury. cfDNA can be isolated from a variety of body fluids and analyzed using bioinformatics to unlock its origins. Furthermore, cfDNA characteristics can reveal the mechanisms and conditions under which it was generated and released. In transplantation, donor-derived cfDNA monitoring provides a tool for identifying active allograft injury at the time of transplant, infection, and rejection. Multiple detection and interrogation methods for cfDNA detection are now being evaluated for clinical validity and hold the promise to provide minimally invasive, quantitative, and reproducible measures of allograft injury across organ types.
Collapse
Affiliation(s)
- Annette M Jackson
- Duke University, Department of Surgery, DUMC Box 2645, Durham, NC 27710, USA.
| | - Carly Amato-Menker
- West Virginia University, Microbiology, Immunology, and Cell Biology, Morgantown, WV, USA
| | - Maria Bettinotti
- Johns Hopkins University, Department of Pathology, 2041 E. Monument Street, Baltimore, MD 21205, USA
| |
Collapse
|
25
|
Donor-Derived Cell-Free DNA to Diagnose Graft Rejection Post-Transplant: Past, Present and Future. TRANSPLANTOLOGY 2021. [DOI: 10.3390/transplantology2030034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Donor-derived cell-free DNA (dd-cfDNA) is a non-invasive biomarker that is more sensitive and specific towards diagnosing any graft injury or rejection. Due to its applicability over all transplanted organs irrespective of age, sex, race, ethnicity, and the non-requirement of a donor sample, it emerges as a new gold standard for graft health and rejection monitoring. Published research articles describing the role and efficiency of dd-cfDNA were identified and scrutinized to acquire a brief understanding of the history, evolution, emergence, role, efficiency, and applicability of dd-cfDNA in the field of transplantation. The dd-cfDNA can be quantified using quantitative PCR, next-generation sequencing, and droplet digital PCR, and there is a commendatory outcome in terms of diagnosing graft injury and monitoring graft health. The increased levels of dd-cfDNA can diagnose the rejection prior to any other presently used biochemistry or immunological assay methods. Biopsies are performed when these tests show any signs of injury and/or rejection. Therefore, by the time these tests predict and show any unusual or improper activity of the graft, the graft is already damaged by almost 50%. This review elucidates the evolution, physiology, techniques, limitations, and prospects of dd-cfDNA as a biomarker for post-transplant graft damage and rejection.
Collapse
|
26
|
Lum EL, Nieves-Borrero K, Homkrailas P, Lee S, Danovitch G, Bunnapradist S. Title: Single center experience comparing two clinically available donor derived cell free DNA tests and review of literature. TRANSPLANTATION REPORTS 2021. [DOI: 10.1016/j.tpr.2021.100079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
|
27
|
Donor-derived Cell-free DNA in Solid-organ Transplant Diagnostics: Indications, Limitations, and Future Directions. Transplantation 2021; 105:1203-1211. [PMID: 33534526 DOI: 10.1097/tp.0000000000003651] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The last few years have seen an explosion in clinical research focusing on the use of donor-derived cell-free DNA (dd-cfDNA) in solid-organ transplants (SOT). Although most of the literature published so far focuses on kidney transplants, there are several recent as well as ongoing research studies on heart, lung, pancreas, and liver transplants. Though initially studied as a noninvasive means of identifying subclinical or acute rejection in SOT, it is rapidly becoming clear that instead of being a specific marker for allograft rejection, dd-cfDNA is more appropriately described as a marker of severe injury, although the most common cause of this injury is allograft rejection. Multiple studies in kidney transplants have shown that although sensitivity for the diagnosis of antibody-mediated rejection is excellent, it is less so for T-cell-mediated rejection. It is possible that combining dd-cfDNA with other novel urine- or blood-based biomarkers may increase the sensitivity for the diagnosis of rejection. Irrespective of the cause, though, elevated dd-cfDNA seems to portend adverse allograft prognosis and formation of de novo donor-specific antibody. Although current data do not lend themselves to a clear conclusion, ongoing studies may reveal the utility of serial surveillance for the management of SOT as following levels of dd-cfDNA over time may provide windows of opportunity to intervene early and before irreversible allograft injury. Finally, cost-effectiveness studies will be needed to guide the ideal incorporation of dd-cfDNA into routine clinical practice.
Collapse
|
28
|
Sawinski DL, Mehta S, Alhamad T, Bromberg JS, Fischbach B, Aeschbacher T, Ghosh S, Shekhtman G, Dholakia S, Brennan DC, Poggio E, Bloom RD, Jordan SC. Association between dd-cfDNA levels, de novo donor specific antibodies, and eGFR decline: An analysis of the DART cohort. Clin Transplant 2021; 35:e14402. [PMID: 34184326 DOI: 10.1111/ctr.14402] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 05/21/2021] [Accepted: 06/04/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Donor-derived cell-free DNA (dd-cfDNA) is a marker of allograft injury in transplant recipients; however, the relationship between dd-cfDNA and other clinical parameters associated with adverse allograft outcomes is not well-characterized. METHODS We performed a retrospective analysis of kidney transplant recipients from the DART cohort (ClinicalTrials.gov Identifier: NCT02424227) to evaluate the associations between eGFR decline, de novo donor-specific antibodies (dnDSA), and dd-cfDNA. RESULTS Both elevated dd-cfDNA (≥1%) and dd-cfDNA variability (≥.34%) in the first post-transplant year were associated with decline in eGFR ≥25% in the second year (21.4% vs. 4.1%, P = .005; 25% vs. 3.6%, P = .002, respectively). Compared to samples from DSA negative patients, samples from patients with concurrent de novo HLA DSAs had higher dd-cfDNA levels (P < .0001). DISCUSSION Abnormalities in dd-cfDNA levels are associated with clinical parameters commonly used as surrogate endpoints for adverse allograft outcomes, raising the possibility that molecular injury as characterized by dd-cfDNA could help identify patients at risk of these outcomes.
Collapse
Affiliation(s)
- Deirdre L Sawinski
- Renal, Electrolyte, and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Shikha Mehta
- Section of Transplant Nephrology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Tarek Alhamad
- Division of Nephrology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Jonathan S Bromberg
- Department of Surgery and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | | | | | | | | | | | - Daniel C Brennan
- Division of Nephrology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Emilio Poggio
- Department of Nephrology and Hypertension, Cleveland Clinic, Cleveland, Ohio, USA
| | - Roy D Bloom
- Renal, Electrolyte, and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.,Penn Transplant Institute, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Stanley C Jordan
- Department of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California, USA.,Division of Nephrology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| |
Collapse
|
29
|
Lee HJ, Shin KH, Jeong SJ, Kim IS. Comparison of single nucleotide polymorphisms and short tandem repeats as markers for differentiating between donors and recipients in solid organ transplantation. KOREAN JOURNAL OF TRANSPLANTATION 2021; 35:1-7. [PMID: 35769615 PMCID: PMC9235337 DOI: 10.4285/kjt.20.0035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 11/12/2020] [Accepted: 12/10/2020] [Indexed: 11/04/2022] Open
Abstract
Background Methods Results Conclusions
Collapse
Affiliation(s)
- Hyun-Ji Lee
- Department of Laboratory Medicine, and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Kyoung-Hwa Shin
- Department of Laboratory Medicine, Pusan National University Hospital, Busan, Korea
| | - Su Jeong Jeong
- Department of Laboratory Medicine, and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - In Suk Kim
- Department of Laboratory Medicine, and Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| |
Collapse
|
30
|
Wolf-Doty TK, Mannon RB, Poggio ED, Hinojosa RJ, Hiller D, Bromberg JS, Brennan DC. Dynamic Response of Donor-Derived Cell-Free DNA Following Treatment of Acute Rejection in Kidney Allografts. KIDNEY360 2021; 2:729-736. [PMID: 35373051 PMCID: PMC8791317 DOI: 10.34067/kid.0000042021] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 02/02/2021] [Indexed: 02/04/2023]
Abstract
Background The quantification of rejection treatment efficacy has been insufficient using traditional markers due, in part, to the lagging response of serum creatinine and histologic alterations on biopsy specimens. Donor-derived cell-free DNA (dd-cfDNA) is a molecular marker of injury that may assess allograft injury after rejection. Methods Retrospective review of the DART study identified 70 patients who had a clinically indicated biopsy, simultaneous dd-cfDNA measurement, and at least one follow-up dd-cfDNA within 3 months post-treatment. Thirty-five patients had no biopsy-proven rejection and no rejection treatment (NR), 16 patients had no biopsy-proven rejection but did receive rejection treatment (CR), 9 patients had diagnosis of ABMR/mixed rejection on biopsy and received rejection treatment (ABMR), and 10 patients had diagnosis of TCMR and received rejection treatment (TCMR). The CR, ABMR, and TCMR groups combined to form a rejection (R) group. Results In the R group, median dd-cfDNA values at baseline and 1 month were 0.62% and 0.35% (n=21 pairs, p=0.34), and at baseline and 2-3 months were 0.77% and 0.21% (n=23 pairs, p=0.002). In TCMR, median dd-cfDNA values at baseline and 1 month were 1.13% and 0.37% (n=5 pairs, p=0.63), and at baseline and 2-3 months were 0.25% and 0.12% (n=9 pairs, p=0.004). In ABMR, median dd-cfDNA values at baseline and 1 month were 1.61% and 1.2 % (n=6 pairs, p>0.99), and at baseline and 2-3 months were 3.85% and 1.32% (n=6 pairs, p=0.09). In CR, median dd-cfDNA values at baseline and 1 month were 0.31% and 0.29% (n=10 pairs, p=0.38), and at baseline and 2-3 months were 0.38% and 0.17% (n=8 pairs, p=0.31). Lastly, in NR, median dd-cfDNA values at baseline and 1 month were 0.23% and 0.18% (n=21 pairs, p=0.10), and at baseline and 2-3 months were 0.33% and 0.17% (n=26 pairs, p=0.003). Changes in serum creatinine across 1 month and 2-3 months following rejection were similar. Conclusions dd-cfDNA may be a useful dynamic biomarker to assess the health of the kidney allograft following rejection treatment.
Collapse
Affiliation(s)
| | - Roslyn B. Mannon
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - Emilio D. Poggio
- Department of Nephrology and Hypertension, Cleveland Clinic, Cleveland, Ohio
| | - Randall J. Hinojosa
- Department of Pharmacy, University Health System – San Antonio, San Antonio, Texas
| | | | - Jonathan S. Bromberg
- Division of Transplantation, Department of Surgery, University of Maryland School of Medicine, Baltimore, Maryland
| | - Daniel C. Brennan
- Division of Nephrology, Department of Medicine, Johns Hopkins Hospital, Baltimore, Maryland
| |
Collapse
|
31
|
Martuszewski A, Paluszkiewicz P, Król M, Banasik M, Kepinska M. Donor-Derived Cell-Free DNA in Kidney Transplantation as a Potential Rejection Biomarker: A Systematic Literature Review. J Clin Med 2021; 10:jcm10020193. [PMID: 33430458 PMCID: PMC7827757 DOI: 10.3390/jcm10020193] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/02/2021] [Accepted: 01/05/2021] [Indexed: 12/12/2022] Open
Abstract
Kidney transplantation (KTx) is the best treatment method for end-stage kidney disease. KTx improves the patient's quality of life and prolongs their survival time; however, not all patients benefit fully from the transplantation procedure. For some patients, a problem is the premature loss of graft function due to immunological or non-immunological factors. Circulating cell-free DNA (cfDNA) is degraded deoxyribonucleic acid fragments that are released into the blood and other body fluids. Donor-derived cell-free DNA (dd-cfDNA) is cfDNA that is exogenous to the patient and comes from a transplanted organ. As opposed to an invasive biopsy, dd-cfDNA can be detected by a non-invasive analysis of a sample. The increase in dd-cfDNA concentration occurs even before the creatinine level starts rising, which may enable early diagnosis of transplant injury and adequate treatment to avoid premature graft loss. In this paper, we summarise the latest promising results related to cfDNA in transplant patients.
Collapse
Affiliation(s)
- Adrian Martuszewski
- Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.M.); (P.P.); (M.B.)
| | - Patrycja Paluszkiewicz
- Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.M.); (P.P.); (M.B.)
| | - Magdalena Król
- Students Scientific Association, Department of Biomedical and Environmental Analysis, Faculty of Pharmacy, Wroclaw Medical University, 50-556 Wroclaw, Poland;
| | - Mirosław Banasik
- Department of Nephrology and Transplantation Medicine, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland; (A.M.); (P.P.); (M.B.)
| | - Marta Kepinska
- Department of Biomedical and Environmental Analyses, Faculty of Pharmacy, Wroclaw Medical University, Borowska 211, 50-556 Wroclaw, Poland
- Correspondence: ; Tel.: +48-71-784-0171
| |
Collapse
|
32
|
Pilch NA, Bowman LJ, Taber DJ. Immunosuppression trends in solid organ transplantation: The future of individualization, monitoring, and management. Pharmacotherapy 2020; 41:119-131. [PMID: 33131123 DOI: 10.1002/phar.2481] [Citation(s) in RCA: 78] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 08/07/2020] [Accepted: 08/09/2020] [Indexed: 12/20/2022]
Abstract
Immunosuppression regimens used in solid organ transplant have evolved significantly over the past 70 years in the United States. Early immunosuppression and targets for allograft success were measured by incidence and severity of allograft rejection and 1-year patient survival. The limited number of agents, infancy of human leukocyte antigen (HLA) matching techniques and lack of understanding of immunoreactivity limited the early development of effective regimens. The 1980s and 1990s saw incredible advancements in these areas, with acute rejection rates halving in a short span of time. However, the constant struggle to achieve the optimal balance between under- and overimmunosuppression is weaved throughout the history of transplant immunosuppression. The aim of this paper is to discuss the different eras of immunosuppression and highlight the important milestones that were achieved while also discussing this in the context of rational agent selection and regimen design. This discussion sets the stage for how we can achieve optimal long-term outcomes during the next era of immunosuppression, which will move from universal protocols to patient-specific optimization.
Collapse
Affiliation(s)
- Nicole A Pilch
- Department of Pharmacy Practice and Outcomes Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Lyndsey J Bowman
- Department of Pharmacy, Tampa General Hospital, Tampa, Florida, USA
| | - David J Taber
- Department of Surgery, Medical University of South Carolina, Charleston, South Carolina, USA.,Department of Pharmacy Services, Ralph H. Johnson VAMC, Charleston, South Carolina, USA
| |
Collapse
|
33
|
Seeto RK, Fleming JN, Dholakia S, Dale BL. Understanding and using AlloSure donor derived cell-free DNA. Biophys Rev 2020; 12:917-924. [PMID: 32683591 PMCID: PMC7429580 DOI: 10.1007/s12551-020-00713-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 07/02/2020] [Indexed: 12/12/2022] Open
Abstract
Renal transplant is a lifesaving and cost-effective intervention for patients with End Stage Renal Failure. Yet it is often regarded as replacement therapy rather than a cure given the overall failure rate over time. With a shortage of organs, this global issue has been further compounded by increased incidences of obesity, hypertension and diabetes, such that the disease burden and need for transplantation continues to increase. Considering the lifetime of immunosupression in transplant patients, there will also be significant associated co-morbidities By leveraging the advances in innovation in Next Generation Sequencing, the field of transplant can now monitor patients with an optimized surveillance schedule, and change the care paradigm in the post-transplant landscape. Notably, low grade inflammation is an independent risk for mortality across different disease states. In transplantation, sub-clinical inflammation enhances acute and chronic rejection, as well as accelerates pathologies that leads to graft loss. Cell free DNA has been shown to be increased in inflammatory processes as we all as provide an independent predictor of all-cause mortality. This review considers the utility of AlloSure, a donor derived cell free DNA molecular surveillance tool, which has shown new clinical insights on how best to manage renal transplant patients, and how to improve patient outcomes.
Collapse
Affiliation(s)
- R K Seeto
- University of Sydney, Sydney, NSW, Australia.
| | - J N Fleming
- Medical University of South Carolina College of Pharmacy, Charleston, SC, USA
| | | | - B L Dale
- Vanderbilt University, Nashville, TN, USA
| |
Collapse
|
34
|
Recent Advances on Biomarkers of Early and Late Kidney Graft Dysfunction. Int J Mol Sci 2020; 21:ijms21155404. [PMID: 32751357 PMCID: PMC7432796 DOI: 10.3390/ijms21155404] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 07/22/2020] [Accepted: 07/27/2020] [Indexed: 02/06/2023] Open
Abstract
New biomarkers of early and late graft dysfunction are needed in renal transplant to improve management of complications and prolong graft survival. A wide range of potential diagnostic and prognostic biomarkers, measured in different biological fluids (serum, plasma, urine) and in renal tissues, have been proposed for post-transplant delayed graft function (DGF), acute rejection (AR), and chronic allograft dysfunction (CAD). This review investigates old and new potential biomarkers for each of these clinical domains, seeking to underline their limits and strengths. OMICs technology has allowed identifying many candidate biomarkers, providing diagnostic and prognostic information at very early stages of pathological processes, such as AR. Donor-derived cell-free DNA (ddcfDNA) and extracellular vesicles (EVs) are further promising tools. Although most of these biomarkers still need to be validated in multiple independent cohorts and standardized, they are paving the way for substantial advances, such as the possibility of accurately predicting risk of DGF before graft is implanted, of making a “molecular” diagnosis of subclinical rejection even before histological lesions develop, or of dissecting etiology of CAD. Identification of “immunoquiescent” or even tolerant patients to guide minimization of immunosuppressive therapy is another area of active research. The parallel progress in imaging techniques, bioinformatics, and artificial intelligence (AI) is helping to fully exploit the wealth of information provided by biomarkers, leading to improved disease nosology of old entities such as transplant glomerulopathy. Prospective studies are needed to assess whether introduction of these new sets of biomarkers into clinical practice could actually reduce the need for renal biopsy, integrate traditional tools, and ultimately improve graft survival compared to current management.
Collapse
|
35
|
Melancon JK, Khalil A, Lerman MJ. Donor-Derived Cell Free DNA: Is It All the Same? ACTA ACUST UNITED AC 2020; 1:1118-1123. [DOI: 10.34067/kid.0003512020] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Accepted: 06/18/2020] [Indexed: 12/23/2022]
Abstract
BackgroundClinical utility of donor-derived, cellfree DNA (dd-cfDNA) in transplantation has been extensively reviewed, supporting its use as a surveillance tool for the early and accurate detection of allograft injury. Yet studies comparing different assay methods have been lacking.MethodsPaired sampling of commercially available dd-cfDNA (AlloSure and Prospera) was compared and examined against histology and manufacturer guidance. A total of 76 patients were prospectively assessed, with 11 biopsy sample–proven rejections (antibody-mediated rejection, n=2; T cell–mediated rejection, n=9).ResultsProspera demonstrated larger measurements of dd-cfDNA in comparison with AlloSure, but this was NS (P=0.12). At current manufacturer recommended diagnostic cutoffs, there was no significant difference in sensitivity, specificity, negative predictive value, or positive predictive value of AlloSure versus Prospera in detecting rejection. AlloSure demonstrated a significantly shorter turnaround time (P=0.01) from blood draw to patient result.ConclusionsAlthough dd-cfDNAs are similar, they are not the same. Extensive evidence for dd-cfDNA interpretation remains the key to building clinical utility when considering clinical implementation, and remaining consistent to a single platform is important when creating data comparisons.
Collapse
|