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Featured researches published by Thangamani Muthukumar.


The New England Journal of Medicine | 2013

Urinary-Cell mRNA Profile and Acute Cellular Rejection in Kidney Allografts

Manikkam Suthanthiran; Joseph E. Schwartz; Ruchuang Ding; Michael Abecassis; Darshana Dadhania; Benjamin Samstein; Stuart J. Knechtle; John J. Friedewald; Yolanda T. Becker; Vijay K. Sharma; Nikki M. Williams; C Chang; Christine Hoang; Thangamani Muthukumar; Phyllis August; Karen Keslar; Robert L. Fairchild; Donald E. Hricik; Peter S. Heeger; Leiya Han; Jun Liu; Michael Riggs; David Ikle; Nancy D. Bridges; Abraham Shaked

BACKGROUND The standard test for the diagnosis of acute rejection in kidney transplants is the renal biopsy. Noninvasive tests would be preferable. METHODS We prospectively collected 4300 urine specimens from 485 kidney-graft recipients from day 3 through month 12 after transplantation. Messenger RNA (mRNA) levels were measured in urinary cells and correlated with allograft-rejection status with the use of logistic regression. RESULTS A three-gene signature of 18S ribosomal (rRNA)-normalized measures of CD3ε mRNA and interferon-inducible protein 10 (IP-10) mRNA, and 18S rRNA discriminated between biopsy specimens showing acute cellular rejection and those not showing rejection (area under the curve [AUC], 0.85; 95% confidence interval [CI], 0.78 to 0.91; P<0.001 by receiver-operating-characteristic curve analysis). The cross-validation estimate of the AUC was 0.83 by bootstrap resampling, and the Hosmer-Lemeshow test indicated good fit (P=0.77). In an external-validation data set, the AUC was 0.74 (95% CI, 0.61 to 0.86; P<0.001) and did not differ significantly from the AUC in our primary data set (P=0.13). The signature distinguished acute cellular rejection from acute antibody-mediated rejection and borderline rejection (AUC, 0.78; 95% CI, 0.68 to 0.89; P<0.001). It also distinguished patients who received anti-interleukin-2 receptor antibodies from those who received T-cell-depleting antibodies (P<0.001) and was diagnostic of acute cellular rejection in both groups. Urinary tract infection did not affect the signature (P=0.69). The average trajectory of the signature in repeated urine samples remained below the diagnostic threshold for acute cellular rejection in the group of patients with no rejection, but in the group with rejection, there was a sharp rise during the weeks before the biopsy showing rejection (P<0.001). CONCLUSIONS A molecular signature of CD3ε mRNA, IP-10 mRNA, and 18S rRNA levels in urinary cells appears to be diagnostic and prognostic of acute cellular rejection in kidney allografts. (Funded by the National Institutes of Health and others.).


American Journal of Transplantation | 2017

The Banff 2015 Kidney Meeting Report: Current Challenges in Rejection Classification and Prospects for Adopting Molecular Pathology

Alexandre Loupy; Mark Haas; Kim Solez; Lorraine C. Racusen; Daniel Serón; Brian J. Nankivell; Robert B. Colvin; Marjan Afrouzian; Enver Akalin; Nada Alachkar; Serena M. Bagnasco; J. U. Becker; Lynn D. Cornell; C. Drachenberg; Duska Dragun; H. de Kort; Ian W. Gibson; Edward S. Kraus; C. Lefaucheur; C. Legendre; Helen Liapis; Thangamani Muthukumar; Volker Nickeleit; Babak J. Orandi; Walter D. Park; Marion Rabant; Parmjeet Randhawa; Elaine F. Reed; Candice Roufosse; Surya V. Seshan

The XIII Banff meeting, held in conjunction the Canadian Society of Transplantation in Vancouver, Canada, reviewed the clinical impact of updates of C4d‐negative antibody‐mediated rejection (ABMR) from the 2013 meeting, reports from active Banff Working Groups, the relationships of donor‐specific antibody tests (anti‐HLA and non‐HLA) with transplant histopathology, and questions of molecular transplant diagnostics. The use of transcriptome gene sets, their resultant diagnostic classifiers, or common key genes to supplement the diagnosis and classification of rejection requires further consensus agreement and validation in biopsies. Newly introduced concepts include the i‐IFTA score, comprising inflammation within areas of fibrosis and atrophy and acceptance of transplant arteriolopathy within the descriptions of chronic active T cell–mediated rejection (TCMR) or chronic ABMR. The pattern of mixed TCMR and ABMR was increasingly recognized. This report also includes improved definitions of TCMR and ABMR in pancreas transplants with specification of vascular lesions and prospects for defining a vascularized composite allograft rejection classification. The goal of the Banff process is ongoing integration of advances in histologic, serologic, and molecular diagnostic techniques to produce a consensus‐based reporting system that offers precise composite scores, accurate routine diagnostics, and applicability to next‐generation clinical trials.


Transplantation | 2003

CD103 mRNA levels in urinary cells predict acute rejection of renal allografts1

Ruchuang Ding; Baogui Li; Thangamani Muthukumar; Darshana Dadhania; Mara Medeiros; Choli Hartono; David Serur; Surya V. Seshan; Vijay K. Sharma; Sandip Kapur; Manikkam Suthanthiran

Background. CD103 is displayed on the cell surface of alloreactive CD8 cytotoxic T lymphocytes (CTLs) and is a critical component for the intraepithelial homing of T cells. Because intratubular localization of mononuclear cells is a feature of acute cellular rejection of renal allografts, we explored the hypothesis that CD103 messenger (m)RNA levels in urinary cells predict acute rejection. Methods. We collected 89 urine specimens from 79 recipients of renal allografts. RNA was isolated from the urinary cells, and we measured CD103 mRNA levels and a constitutively expressed 18S ribosomal (r)RNA with the use of real-time quantitative polymerase chain reaction assay. Results. CD103 mRNA levels, but not 18S rRNA levels, were higher in urinary cells from 30 patients with an episode of acute rejection (32 biopsies and 32 urine samples) compared with the levels in 12 patients with other findings on allograft biopsy (12 biopsies and 12 urine samples), 12 patients with biopsy evidence of chronic allograft nephropathy (12 biopsies and 12 urine samples), and 25 patients with stable graft function after renal transplantation (0 biopsies and 33 urine samples) (P = 0.001; one-way analysis of variance). Acute rejection was predicted with a sensitivity of 59% and a specificity of 75% using natural log-transformed value 8.16 CD103 copies per microgram as the cutoff value (P = 0.001). Conclusion. CD103 mRNA levels in urinary cells are diagnostic of acute rejection of renal allografts. Because CD103 is a cell surface marker of intratubular CD8 CTLs, a noninvasive assessment of cellular traffic into the allograft may be feasible by the measurement of CD103 mRNA levels in urinary cells.


Transplantation | 2010

MicroRNAs: small RNAs with big effects.

Dany Anglicheau; Thangamani Muthukumar; Manikkam Suthanthiran

MicroRNAs (miRNAs) are evolutionarily conserved, small (∼20-25 nucleotides), single-stranded molecules that suppress the expression of protein-coding genes by translational repression, messenger RNA degradation, or both. More than 700 miRNAs have been identified in the human genome. Amazingly, a single miRNA can regulate the expression of hundreds of mRNAs or proteins within a cell. The small RNAs are fast emerging as master regulators of innate and adaptive immunity and likely to play a pivotal role in transplantation. The clinical application of RNA sequencing (“next-generation sequencing”) should facilitate transcriptome profiling at an unprecedented resolution. We provide an overview of miRNA biology and their hypothesized roles in transplantation.


Transplantation | 2005

Systemic transforming growth factor-β1 gene therapy induces Foxp3+ regulatory cells, restores self-tolerance, and facilitates regeneration of beta cell function in overtly diabetic nonobese diabetic mice

Xunrong Luo; Hua Yang; Il Soo Kim; Fludd Saint-Hilaire; Dolca Thomas; Bishnu P. De; Engin Ozkaynak; Thangamani Muthukumar; Wayne W. Hancock; Ronald G. Crystal; Manikkam Suthanthiran

Background. Type 1 diabetes results from auto-aggressive T–cell-mediated destruction of beta cells of the pancreas. Recent data suggest that restoration of self-tolerance may facilitate islet-cell regeneration/recovery. In view of the immunoregulatory activity of transforming growth factor (TGF)-&bgr;1, we investigated whether systemic TGF-&bgr;1 gene therapy blocks islet destructive autoimmunity and facilitates regeneration of beta-cell function in overtly diabetic nonobese diabetic (NOD) mice. Methods. We used site-directed mutagenesis to create cysteine to serine mutation at sites 224 and 226 and constructed a replication deficient adenovirus (Ad) vector encoding active form of human TGF-&bgr;1 (Ad-hTGF-&bgr;1). Overtly diabetic NOD mice received intravenous injection of Ad-hTGF-&bgr;1. Seven to 14 days after the injection, the mice received transplants with 500 syngeneic islets under the kidney capsule. Islet-graft survival and regeneration of endogenous beta-cell function were examined. Results. Syngeneic islet grafts failed by day 17 in all untreated mice, whereas Ad-hTGF-&bgr;1 therapy prolonged survival of islet grafts. Islet grafts from treated mice showed well-preserved islets with a peri-islet infiltrate primarily of CD4+ T cells and expression of CD25 and Foxp3. Systemic TGF-&bgr;1 gene therapy was associated with islet regeneration in the native pancreas. Native pancreas of treated mice revealed islets staining strongly for insulin. Similar to what was found in the syngeneic islet graft, there were well-demarcated peri-islet infiltrates that were positive for CD4, TGF-&bgr;1, and Foxp3. Conclusions. Our data demonstrate that systemic TGF-&bgr;1 gene therapy blocks islet destructive autoimmunity, facilitates islet regeneration, and cures diabetes in diabetic NOD mice.


Transplantation | 2003

SERINE PROTEINASE INHIBITOR-9, AN ENDOGENOUS BLOCKER OF GRANZYME B/PERFORIN LYTIC PATHWAY, IS HYPEREXPRESSED DURING ACUTE REJECTION OF RENAL ALLOGRAFTS

Thangamani Muthukumar; Ruchuang Ding; Darshana Dadhania; Mara Medeiros; Baogui Li; Vijay K. Sharma; Choli Hartono; David Serur; Surya V. Seshan; Hans-Dieter Volk; Petra Reinke; Sandip Kapur; Manikkam Suthanthiran

Background. Serine proteinase inhibitor (PI)-9 with a reactive center P1 (Glu)-P1′ is a natural antagonist of granzyme B and is expressed in high levels in cytotoxic T lymphocytes (CTL). In view of the role of CTL in acute rejection, we explored the hypothesis that PI-9 would be hyperexpressed during acute rejection. Because PI-9 can protect CTL from its own fatal arsenal and potentially enhance the vitality of CTL, we examined whether PI-9 levels correlate with the severity of rejection as well as predict subsequent graft function. Methods. We obtained 95 urine specimens from 87 renal allograft recipients. RNA was isolated from the urinary cells and mRNA encoding PI-9, granzyme B, or perforin and a constitutively expressed 18S rRNA was measured with the use of real-time quantitative polymerase chain reaction assay, and the level of expression was correlated with allograft status. Results. The levels of PI-9 (P =0.001), granzyme B (P <0.0001), and perforin mRNAs (P <0.0001), but not the levels of 18S rRNA (P =0.54), were higher in the urinary cells from the 29 patients with a biopsy-confirmed acute rejection than in the 58 recipients without acute rejection. PI-9 levels were significantly higher in patients with type II or higher acute rejection changes compared with those with less than type II changes (P =0.01). Furthermore, PI-9 levels predicted subsequent graft function (r =0.43, P =0.01). Conclusions. PI-9 mRNA levels in urinary cells are diagnostic of acute rejection, predict renal allograft histology grade, and predict functional outcome following an acute rejection episode.


Transplantation | 2008

Epidemiology of BK virus in renal allograft recipients: independent risk factors for BK virus replication.

Darshana Dadhania; Catherine Snopkowski; Ruchuang Ding; Thangamani Muthukumar; C Chang; Meredith J. Aull; Jun Lee; Vijay K. Sharma; Sandip Kapur; Manikkam Suthanthiran

Background. Identification of risk factors for BK virus (BKV) replication may improve transplant outcome. We investigated the impact of immunosuppressive drugs on the prevalence of BKV replication in recipients of human renal allografts. Methods. One hundred twenty renal allograft recipients were studied prospectively at 1, 3, and 6 months posttransplantation to identify risk factors for BKV replication. BKV replication was quantified by measurement of urinary cell BKV VP1 mRNA levels using BKV specific primers and TaqMan probe in a real-time quantitative polymerase chain reaction assay. Levels of urinary cell mRNA for granzyme B, CD103, and transforming growth factor-β1 were measured to ascertain whether BKV replication is associated with an inflammatory signature. Results. The prevalence of BKV replication increased over time and was highest at 6 months compared with 1 or 3 months posttransplantation (P<0.001). A logistic regression model analysis demonstrated that steroid maintenance therapy (odds ratio: 8.3, P=0.003) and induction with rabbit anti-human thymocyte globulin (odds ratio: 5.8, P=0.008) were independent risk factors for BKV replication. Neither mycophenolate mofetil dose nor tacrolimus dose or trough levels were different between those with or without BKV replication. The development of acute rejection or antirejection treatment with methylprednisolone did not increase the risk of BKV replication. BKV replication was associated with heightened levels of urinary cell mRNA for granzyme B (P<0.002), CD103 (P<0.005) but not for transforming growth factor-β1 (P>0.05). Conclusions. Steroid maintenance therapy and induction with antithymocyte globulin are independent risk factors for BKV replication in renal allograft recipients treated with tacrolimus and mycophenolate mofetil.


Transplantation | 2012

MicroRNA sequence profiles of human kidney allografts with or without tubulointerstitial fibrosis.

Iddo Z. Ben-Dov; Thangamani Muthukumar; Pavel Morozov; Franco B. Mueller; Thomas Tuschl; Manikkam Suthanthiran

Background MicroRNA (miRNA) alterations accompanying interstitial fibrosis and tubular atrophy (IFTA) in kidney allografts may point toward pathologic mechanisms. Small-RNA sequencing provides information on total miRNA abundance and specific miRNA expression and allows analysis of differential expression based on read counts. Methods MiRNA expression profiles of 8 human kidney allograft biopsies (4 IFTA and 4 normal biopsies, discovery set) were characterized using barcoded deep-sequencing of a cDNA library prepared from multiplexed RNA. Statistical analysis of the sequence data guided selection of miRNAs for validation and the levels of selected miRNAs were quantified in 18 biopsies (10 IFTA and 8 normal) using real-time quantitative PCR assays (RT-QPCR). Results Total miRNA content was 50% lower in RNA from IFTA compared with normal biopsies. Global miRNA profiles clustered in partial agreement with diagnosis. Several miRNAs, including miR-21, 142-3p, and 5p and the cluster comprising miR-506 on chromosome X had twofold to sevenfold higher expression in IFTA compared with normal biopsies, whereas miRNA miR-30b and 30c were lower in IFTA biopsies (miR-30a, -30d, -30e, and all respective star sequences showed similar trends). IFTA and normal biopsy distinction was also noted in the pattern of miRNA nucleotide sequence variations. Differentially expressed miRNAs were confirmed on the larger set of allograft biopsies using RT-QPCR, and the levels of miRNAs were found to be associated with allograft function and survival. Conclusion Differentially expressed miRNAs and their predicted targets identified by deep sequencing are candidates for further investigation to decipher the mechanism and management of kidney allograft fibrosis.


Current Opinion in Organ Transplantation | 2010

Noninvasive Diagnosis of Acute Rejection of Renal Allografts

Choli Hartono; Thangamani Muthukumar; Manikkam Suthanthiran

Purpose of reviewAcute rejection is an immune process that begins with the recognition of the allograft as nonself and ends in graft destruction. Histological features of the allograft biopsy are currently used for the differential diagnosis of allograft dysfunction. In view of the safety and the opportunity for repetitive sampling, development of noninvasive biomarkers of allograft status is an important objective in transplantation. Herein, we review some of the progress towards the development of noninvasive biomarkers of human allograft status. Recent findingsUrinary cell and peripheral blood cell mRNA profiles have been associated with acute rejection of human renal allografts. Emerging data support the idea that development of noninvasive biomarkers predictive of antibody-mediated rejection is feasible. The demonstration that intragraft microRNA expression predicts renal allograft status suggests that noninvasively ascertained microRNA profiles may be of value. SummaryWe are pleased with the progress to date, and anticipate clinical trials investigating the hypotheses that noninvasively ascertained mRNA profiles will minimize the need for invasive biopsy procedures, predict the development of acute rejection and chronic allograft nephropathy, facilitate preemptive therapy capable of preserving graft function, and facilitate personalization of immunosuppressive therapy for the allograft recipient.


Transplantation | 2003

Molecular signatures of urinary cells distinguish acute rejection of renal allografts from urinary tract infection

Darshana Dadhania; Thangamani Muthukumar; Ruchuang Ding; Baogui Li; Choli Hartono; David Serur; Surya V. Seshan; Vijay K. Sharma; Sandip Kapur; Manikkam Suthanthiran

Acute rejection (AR) and urinary tract infection (UTI) continue to plague renal transplantation. We tested the hypotheses that UTI does not increase granzyme B mRNA levels in urinary cells, and that the levels distinguish AR from UTI. We measured the levels of granzyme B mRNA in 15 urine specimens from renal allograft recipients with UTI, 29 specimens from patients with AR but without UTI, and 14 specimens from patients without AR and without UTI. We also measured transcript levels in urine specimens from 41 nontransplant individuals, 11 with UTI and 30 without UTI. UTI did not increase granzyme B mRNA levels. Granzyme B mRNA levels were lower in renal allograft recipients with UTI compared with those with AR (P<0.0001). We conclude that bacterial UTI is unlikely to confound AR diagnosis made by measurement of granzyme B mRNA levels in urinary cells.

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