Enzyme-Linked Immunosorbent Spot Assay Analysis of Peripheral Blood Lymphocyte Reactivity to Donor HLA-DR Peptides: Potential Novel Assay for Prediction of Outcomes for Renal Transplant Recipients
Nader Najafian*,
Alan D. Salama*,
Eugenia V. Fedoseyeva,
Gilles Benichou and
Mohamed H. Sayegh*
*Laboratory of Immunogenetics and Transplantation, Brigham and Womens Hospital, Nephrology Division, Childrens Hospital, Harvard Medical School, Boston, Massachusetts, and Cellular and Molecular Immunology Laboratory, Schepens Eye Research Institute, and Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts.
Correspondence to Dr. Mohamed H. Sayegh, Laboratory of Immunogenetics and Transplantation, Brigham and Womens Hospital, 75 Francis Street, Boston, MA 02115. Phone: 617-732-5259; Fax: 617-732-5254; E-mail: msayegh{at}rics.bwh.harvard.edu
ABSTRACT. Chronic allograft dysfunction, which is the most commoncause of late allograft failure, is in part caused by an ongoingimmune response orchestrated by T lymphocytes primed by theindirect pathway of allorecognition. The low frequencies ofsuch T cells have made it difficult to study indirect alloreactivityby using currently available assays. The development of a sensitive,clinically useful method of measuring indirect alloreactivityamong human renal transplant recipients was thus attempted.Furthermore, in a pilot immunologic study, the contributionof the indirect pathway was studied in two groups of renal transplantrecipients, i.e., patients with no prior acute rejection episodesand stable renal function ("stable" patients) and patients withat least one previous episode of biopsy-proven acute rejection,who were thus at risk for the development of chronic rejection("high-risk" patients). The frequencies of type 1 T helper (interferon--producing)and type 2 T helper (interleukin-5- and -10-producing) peripheralblood lymphocytes reactive with a panel of synthetic peptides(corresponding to sequences from donor HLA-DR molecules) weredetermined for renal transplant recipients and normal controlsubjects by using an enzyme-linked immunosorbent spot assay(ELISPOT). Among recipients of DR-mismatched allografts, a cut-offvalue of 60 interferon- spots/106 cells significantly (P = 0.02)separated stable patients (creatinine concentration, 1.1 ±0.3 mg/dl) from high-risk patients (creatinine concentration,2.3 ± 1.7 mg/dl). This is the first demonstration thatthe enzyme-linked immunosorbent spot assay can be used to monitorindirect alloreactivity to donor HLA-DR peptides among renaltransplant recipients. These data provide the rationale forthe prospective study of indirect alloreactivity among transplantrecipients, to allow predictions of which patients would beat risk for the development of chronic rejection and thus allowappropriate planning of future interventions.
Preventing late allograft loss attributable to chronic allograftdysfunction (CAD) remains one of the most pressing goals intransplant biology. Excluding patients who die with functioninggrafts, the most common cause of late graft loss is CAD, andthis is a universal occurrence affecting all solid organs (1).Although alloantigen-independent mechanisms contribute to CAD(2), recent clinical data emphasized the importance of ongoingimmunologic damage as a major underlying mechanism for thisprocess (3). The orchestrators of this immune response are alloreactiveCD4+ T cells. It is now well established that CD4+ T cells canrecognize alloantigens via two distinct but non-mutually exclusivepathways (46). In the direct pathway of allorecognition,T cells recognize intact allogeneic MHC molecules on the surfaceof donor-derived antigen-presenting cells (APC). Acute allograftrejection may be predominantly mediated via this pathway, becausegrafts contain a significant number of donor-derived passengerAPC that express a high density of allo-MHC molecules. In theindirect pathway of allorecognition, T cells recognize processedalloantigens, including donor MHC antigens, presented on self-APC(7,8). Extensive small-animal studies indicated that indirectallorecognition is sufficient to produce skin allograft rejection(911). In vascularized grafts, priming by the indirectpathway promotes the development of chronic allograft rejection,with accelerated vasculopathy, in small-animal (12) and preclinicallarge-animal (13) models. In human studies, indirect allorecognitionof donor HLA antigens has been demonstrated in renal (14), cardiac(15,16), and lung (17) allograft recipients with chronic rejection.Interestingly, in one study of cardiac transplant recipients,chronic rejection occurred despite direct-pathway hyporeactivity,suggesting that the indirect pathway was predominant (18). Anotherstudy demonstrated T cell reactivity to donor HLA-DR peptidesamong patients with recurring episodes of acute cardiac allograftrejection (19). Most of those studies demonstrated peptide immunodominance,with a shift of T cell responses toward different allopeptideswith time, a process termed epitope shifting or spreading (14,15,19).It is thought that this process may lead to continuous recruitmentand activation of naive CD4+ T cells, which react to new allopeptidesand orchestrate the immune effector mechanisms leading to CADprogression.
Given the potential role of indirect allorecognition in CAD,the measurement and characterization of indirect alloreactivityare of utmost importance, for two reasons, i.e., to predictwhich patients are at risk for the development of chronic rejectionand to monitor responses to therapy after intervention. However,attempts to quantify this pathway have been complicated by thelow precursor frequency of indirectly primed T cells (100- to1000-fold lower than that of directly primed cells in one study)(20) and the vagaries of limiting dilution analyses used tocalculate precursor cell frequencies.
The aim of this study was to develop a sensitive reproducibleassay to measure the frequency and phenotype of indirect-pathwayalloreactive T cells against donor HLA-DR peptides, which wouldbe easily applicable for monitoring the clinical progress oftransplant recipients. Furthermore, in a pilot study we testedwhether this assay could provide a means of identifying patientsat risk of developing CAD.
Peptides
Peptides (20- to 25-mers) corresponding to the hypervariableregions of the ß-chains of five different HLA-DR molecules(DR0101, DR1501, DR0301, DR0401, and DR0701), based on the mostfrequent HLA frequencies of donors in the New England OrganBank (Table 1), were synthesized (Quality Controlled Biochemicals,Hopkinton, MA). These peptides were used to stimulate peripheralblood lymphocytes (PBL) obtained from renal transplant recipientsand normal control subjects.
Study Population
This study was performed with the approval of the InstitutionalReview Board for Human Investigation at the Brigham and WomensHospital. Blood samples were obtained in heparinized tubes fromrenal transplant recipients at the Brigham and WomensHospital, during routine follow-up visits. HLA phenotypes weredetermined by using standard serotyping techniques. All renaltransplant recipients had undergone transplantation at least6 mo earlier and were receiving immunosuppressive therapy, consistingof a calcineurin inhibitor (cyclosporin or tacrolimus), azathioprineor mycophenolate mofetil, and steroids. Two control groups wererecruited: healthy normal volunteers without transplants (n= 5), who were tested against the full panel of available HLA-DRpeptides, and recipients of HLA-DR-matched renal allografts(n = 9), who were tested against the peptides of the matcheddonor DR molecules. Furthermore, we tested two groups of renaltransplant recipients who had received HLA-DR-mismatched allografts,"stable" patients with no clinical history of acute rejection(11 patients with a single DR mismatch and one patient withtwo DR mismatches; serum creatinine concentration, 1.1 ±0.3 mg/dl) and "high-risk" patients with at least one episodeof biopsy-proven rejection (13 patients with a single DR mismatchand two patients with two DR mismatches; creatinine concentration,2.3 ± 1.7 mg/dl; P = 0.0001 versus the stable patients),and we measured their T cell reactivity to the mismatched HLA-DRpeptides. For statistical analyses, the total numbers of mismatchesfor each group were compared (stable, n = 13; high-risk, n =15). There was no difference between the two groups of patientswith respect to their immunosuppressive drug regimens. Specifically,these regimens consisted of triple therapy with cyclosporinA, prednisolone, and mycophenolate mofetil for seven stableand seven high-risk patients. In addition, one patient fromeach group received FK506 (with prednisolone or mycophenolatemofetil). One patient in the stable group (sensitized) and threein the high-risk group (of whom only one was sensitized) receivedazathioprine. Finally, three patients in the stable group andtwo in the high-risk group received double therapy with mycophenolatemofetil and prednisolone (or cyclosporine).
Enzyme-Linked Immunosorbent Spot Assay
PBL were isolated from peripheral blood by standard Ficoll density-gradientcentrifugation and were either used immediately or frozen forlater use. Viable cells were enumerated by using an immunofluorescencemicroscope, in the presence of acridine orange/ethidium bromide.The enzyme-linked immunosorbent spot assay (ELISPOT) was previouslydescribed (21,22) and was adapted to measure interleukin-5 (IL-5)-,IL-10-, and interferon- (IFN-)-secreting cells. ELISAspot plates(Cellular Technology, Cleveland, OH) were coated with captureantibodies against IL-5 (PharMingen, San Diego, CA), IL-10,or IFN- (Endogen, Woburn, MA), in phosphate-buffered saline(PBS), and were maintained overnight at 4°C. The plateswere blocked for 1 h with PBS containing 1% bovine serum albuminand were then washed with PBS. A total of 5 x 105 PBL were addedto each well, in 100 µl of complete RPMI 1640 medium [90%RPMI 1640 medium/10% human serum (Sigma Chemical Co., St. Louis,MO) with L-glutamine plus penicillin/streptomycin (BioWhittaker,Walkersville, MD) and 50 mM 2-mercaptoethanol (Sigma)]. Controlwells contained responder PBL plus medium alone or an irrelevantpeptide (rat MHC class II peptide), as described previously(12). Cells were tested against phytohemagglutinin (PHA) (1µg/ml; Murex Diagnostics, Dartford, UK), mumps antigen(BioWhittaker), and a panel of HLA-DR peptides (each at 10 µg/ml)corresponding to the donor DR type. After 48 h, the plates werewashed, biotinylated detection antibodies were added, and theplates were maintained at 4°C for an additional overnightincubation. After additional washing, horseradish peroxidaseconjugate (Dako, Glostrup, Denmark) was added for 2 h at roomtemperature. Development was with aminoethylcarbazole (10 mg/mlin N,N-dimethylformamide; Pierce Chemicals, Rockford, IL), freshlyprepared in 0.1 M sodium acetate buffer (pH 5.0) mixed with30% H2O2 (200 µl/well). The resulting spots were countedwith a computer-assisted ELISAspot image analyzer (CellularTechnology) (Figure 1). The results were then calculated ascytokine-producing cells per 106 PBL.
Figure 1. Representative enzyme-linked immunosorbent spot assay (ELISPOT) wells for a DR-matched allograft recipient (a to c) and a DR-mismatched allograft recipient (d to f). Interferon- (IFN-) production in response to medium alone (a and d), mumps antigen (b and e), or allopeptide (c and f) was measured. The number of IFN- spots in each well was determined by computer-assisted image analysis.
Statistical Analyses
The Mann-Whitney U test was used to compare serum creatininelevels and mumps responses for the two groups of DR-mismatchedtransplant recipients. Fishers exact test was used toanalyze the correlation between IFN--producing cell frequenciesand acute rejection.
Normal Control Subjects
First, we used both fresh and frozen PBL from healthy non-transplant-treatedcontrol subjects (n = 5) to optimize the ELISPOT. Cells werestimulated with PHA mitogen, mumps antigen, DR-mismatched irradiateddonor cells, and a panel of HLA-DR peptides (Figure 2). Significantresponses to mitogen (too numerous to count) and recall antigens(631 ± 480 spots/106 cells) were observed. However, althoughsignificant responses to allogeneic donor cells were noted (366± 68 spots/106 cells), mean IFN- frequencies in responseto donor peptides were extremely low (4 ± 6.8 spots/106cells). The maximal IFN- spot count in response to allopeptideswas <40 spots/106 PBL among the control individuals. NeitherIL-5- nor IL-10-producing cells were observed in response tothe allopeptides (data not shown). Duplicate wells tested fora single antigen demonstrated <10% variability.
Figure 2. IFN- ELISPOT frequencies for non-transplant-treated control subjects in response to a panel of HLA-DR peptides (subjects 1 to 4), mumps recall antigen (subjects 1 to 4), and irradiated DR-mismatched donor cells (subjects 1 to 3). The HLA-DR peptide frequency for each patient represents the mean response to all tested allopeptides. A fifth subject also demonstrated no response to allopeptides but was not tested with mumps antigen. Duplicate wells were tested whenever cells were available, with <10% variation between wells (see the Materials and Methods section).
Transplant Recipients
The frequency of IFN--producing cells after PHA incubation wastoo great to count (>3000 spots/well) in all assays, usingboth fresh and frozen PBL, indicating adequate viability ofthese cells. Incubation with medium alone or with irrelevantcontrol peptides produced no detectable IFN- spots for any ofthe studied groups (<20 spots/106 cells).
For DR-matched allograft recipients, there was a response tomumps antigen but, as expected, no response to any of the threeto five allopeptides of matched donor HLA-DR molecules (Figures 1 and 3).The maximal number of IFN- spots in response to anyof the matched allopeptides never exceeded 40 spots/106 PBLfor any of the patients tested.
Figure 3. IFN- ELISPOT frequencies for DR-matched allograft recipients (n = 9) in response to mumps antigen and allopeptides of matched donor HLA molecules. The response to HLA-DR peptides for each patient represents the mean response to all matched allopeptides.
Among DR-mismatched patients, the responses to mumps antigenwere not significantly different in the stable (222 ±333 spots/106 cells) and rejecting (305 ± 120 spots/106cells, P = 0.21) groups. IFN--producing cells in response toallopeptides were observed for both groups, with variable responsesto individual mismatched peptides (individual patient responsesare presented in Figure 4). Although some peptides generatedstrong responses, other peptides from different parts of thesame mismatched DR molecule did not. Such peptide immunodominanceis in keeping with previous reports of allopeptide reactivityamong human subjects (1417,19). However, the highestfrequencies of IFN--producing cells were observed for the groupof rejectors (Figure 4). Indeed, on the basis of the resultsfor healthy control subjects and DR-matched patients, we useda cut-off value for the maximal IFN- frequency of 60 spots/106cells, and we observed that this value significantly differentiatedthe rejectors from the stable patients (P = 0.02). %We observedno detectable IL-5- or IL-10-producing cells in response toallopeptides in any of the groups tested (data not shown).
Figure 4. IFN- ELISPOT frequencies for individual DR mismatches among "stable" allograft recipients (n = 13) (A) and "high-risk" allograft recipients (n = 15) (B). Each graph represents the reactivity of patient cells (frequency of IFN--producing cells per 106 peripheral blood mononuclear cells on the y-axis) to individual peptides (on the x-axis) for each mismatched DR antigen. Between three and five peptides were tested for each DR mismatch. Significant responses seemed to be limited to one or two immunodominant peptides, which varied among patients for any given mismatch. In the stable group of patients, only three of 13 mismatches resulted in IFN- frequencies of >60/106 cells. In contrast, in the high-risk group, 11 of 15 mismatches resulted in IFN- frequencies of >60/106 cells. This cut-off value of 60 IFN- spots/106 cells significantly separated the two groups of patients (P = 0.02).
To prevent the significant degree of graft loss attributableto CAD, transplant physicians must be able to identify patientsat risk early during the posttransplant period and monitor themduring the course of interventions, either with adjustment ofimmunosuppressive medications or with novel therapies. Methodsof reproducibly quantifying the ongoing immune response to theallograft have thus far proven to be inadequate for clinicalusage. The ELISPOT technique represents one of the most sensitivemethods for the detection and quantification of antigen-specificresponses of in vivo activated T cells (21,22). This methodis based on the detection of cytokines secreted by a singlecell within a polyclonal population. The level of detectionis 1/106 cells, a frequency that is 10 to 100 times lower thanthe precursor frequency of T cells specific for a single peptide(1416,18,20). Unlike in limiting dilution analyses, Tcells are incubated with antigen for only a very short time;consequently, the frequency measured corresponds to the truenumber of T cells that have encountered a given antigen in vivo,and it does not rely on prolonged culture conditions. In addition,the ELISPOT technique allows precise measurement of the numberof type 1 T helper (Th1) and Th2 cells responding to a specificantigen. This assay was previously used to predict renal allograftfailure (21,22). Among renal transplant recipients, mitogen-inducedPBL IFN-/IL-5 frequency ratios of >15, as measured by ELISPOT,were highly predictive of subsequent allograft failure (21).Furthermore, the pretransplant frequency of donor-specific memorycells was correlated with the risk of developing acute rejectionafter transplantation (22). There have been no reports establishingthe use of the ELISPOT technique to monitor indirect alloreactivityto donor HLA peptides in human subjects.
Several human studies have demonstrated indirect alloreactivityto donor peptides among patients with established chronic rejection(1417). Furthermore, clinical studies have confirmedacute rejection as one of the strongest predictors of subsequentchronic allograft loss among renal transplant recipients (2328).Importantly, a recent analysis of the extensive United Networkfor Organ Sharing database demonstrated that there has beena noticeable improvement in long-term allograft survival ratesamong renal transplant recipients but this improvement has beenconfined to patients with no episodes of acute rejection (29).In this pilot study, we have demonstrated allosensitizationto donor HLA-DR peptides among a cohort of patients with historiesof acute rejection. These patients are at risk of developingCAD, and these findings thus represent an in vitro link betweenacute and chronic rejection that is readily quantifiable.
The assay we established represents a significant advance inour ability to monitor indirect alloimmune responses among transplantrecipients. The ability to use both fresh and frozen recipientcells makes this assay very attractive for use in clinical practice.It is a sensitive assay that is capable of detecting subtlechanges in the frequencies of responding cells, thus providinga novel tool to monitor the alloreactive T cell frequency withtime and to study epitope spreading, which is a poorly understoodphenomenon that has been correlated with CAD (14,15,19). Thisassay is more sensitive than a number of other techniques formeasuring alloreactive T cell responses, such as standard thymidineincorporation assays to measure lymphocyte proliferation, enzyme-linkedimmunosorbent assays performed with supernatants from culturedlymphocytes to measure secreted cytokines, and intracellularcytokine staining. Measurement of gene transcript levels byreverse transcription-PCR is a sensitive method for determiningthe phenotypes and amounts of cytokines secreted by alloreactivelymphocytes, but this is not a useful assay for measuring thefrequency of alloreactive T cells. Although limiting dilutionanalysis is an accurate method for measuring the frequency ofalloreactive T cells, it is a cumbersome assay that involvesprolonged in vitro culture systems, which may affect estimationsof the true in vivo frequencies. However, ELISPOT results representa snapshot of the T cell response. Some of the cytokine-producingcells may not proceed to proliferate or undergo activation-inducedcell death. However, our data suggest that the assay may allowus to identify, at an early stage, patients for whom significantallosensitization has occurred, who are at risk of developingchronic rejection. Such patients may require a different approachin their immunosuppressive management (30).
Among our cohort of patients with acute rejection, significantallosensitization to peptides occurred with 11 of 15 DR mismatches(IFN- spots, >60/106 PBL). With only four of 15 did acuterejection not lead to allosensitization to HLA-DR peptides (Figures 4B and 5B).Clinical studies have suggested that not all patientswith acute rejection experience progression to chronic rejection(28). Several factors, including the number, severity, and timingof acute rejection episodes (24,25,28,31,32), have been demonstratedto alter the risk of development of chronic rejection. Otherauthors demonstrated that there was no increased incidence ofchronic rejection if graft function returned to normal by 1yr (33). It remains to be determined in formal prospective studies,with large numbers of patients, whether our novel assay candifferentiate between patients with histories of acute rejectionand those who are truly at risk of developing CAD.
Among our cohort of stable patients, only three of 13 mismatchesresulted in >60 IFN- spots/106 cells, representing allosensitizationto the indirect pathway (Figures 4A and 5A). Although none ofthese patients experienced clinical rejection, we cannot ruleout the possibility of subclinical rejection some time in thepast, leading to allosensitization. However, allograft recipientswith no history of acute rejection can experience progressionto chronic rejection (27,34). Early protocol biopsies may revealmild tubulitis in some of these patients, which may be predictiveof the development of chronic rejection (35).
Figure 5. Pie charts demonstrating the proportions of stable (A) and high-risk (B) patients with frequencies of IFN--producing cells less than (striped segments) and greater than (open segments) the cut-off value of 60 spots/106 cells.
We observed no evidence of cytokine switching among rejectorsor stable patients, on the basis of a classic Th1/Th2 paradigm,suggesting that such a switch does not contribute to long-termgraft acceptance. Whether a cytokine switch does indeed occurduring episodes of epitope switching/spreading remains to bedetermined. Furthermore, we have confirmed the clinical observationsthat, for some patients, conventional immunosuppressive therapyis inadequate to regulate the indirect pathway of allorecognition.However, inadequate immunosuppression is not the factor differentiatingpatients with and without antidonor alloreactivity, becausereactivities to the recall mumps antigen were similar for stablepatients and rejectors.
We realize that our pilot assay development and immunologicstudy describes preliminary results for a relatively small numberof patients. In addition, the prevalence of chronic rejectionwas not specifically assessed in this study, although the high-riskpatients exhibited worse renal transplant function, as indicatedby serum creatinine levels. However, our novel data providethe rationale for proceeding with a large prospective studythat is being planned as part of a newly funded National Institutesof Health program. The ability to monitor donor peptide alloreactivityamong our transplant recipients may have tremendous effectson their immunosuppressive therapy. The presence of HLA peptidealloreactivity may predict allograft rejection and thus indicatethe need to increase or modify immunosuppressive therapy. Alternatively,a lack of HLA peptide alloreactivity may enable us to identifypatients who may be eligible for tapering of certain immunosuppressivedrugs, with close monitoring of their alloreactivity with ourassay. Given the cost of currently available drugs, their sideeffects and toxicities (36), and their possible contributionsto CAD (27), the availability of such an assay could revolutionizethe immunosuppressive treatment of our patients.
Acknowledgments
Dr. Najafian is the recipient of a National Kidney Foundationfellowship grant; Dr. Salama is the recipient of a travelingfellowship from the British Renal Association and the Peel MedicalResearch Trust. This work was supported by National Institutesof Health Grants UO1-AI46135 and RO1-AI33100. We thank HelenMah and the staff of the Tissue Typing Laboratory, Brigham andWomens Hospital, for performing the HLA serotyping andDr. Nelson Goes for helping with the collection of clinicalsamples.
Womer KL, Vella JP, Sayegh MH: Chronic allograft dysfunction: Mechanisms and new approaches to therapy. Semin Nephrol 20: 126147, 2000[Medline]
Tullius SG, Tilney NL: Both alloantigen-dependent and -independent factors influence chronic allograft rejection. Transplantation 59: 313318, 1995[Medline]
Humar A, Hassoun A, Kandaswamy R, Payne WD, Sutherland DE, Matas AJ: Immunologic factors: The major risk for decreased long-term renal allograft survival. Transplantation 68: 18421846, 1999[CrossRef][Medline]
Shoskes DA, Wood KJ: Indirect presentation of MHC antigens in transplantation. Immunol Today 15: 3238, 1994[CrossRef][Medline]
Sayegh MH, Turka LA: The role of T-cell costimulatory activation pathways in transplant rejection. N Engl J Med 338: 18131821, 1998[Free Full Text]
Sayegh MH: Why do we reject a graft? Role of indirect allorecognition in graft rejection. Kidney Int 56: 19671979, 1999[CrossRef][Medline]
Benichou G, Tam RC, Soares LRB, Fedoseyeva EV: Indirect T-cell allorecognition: Perspectives for peptide-based therapy in transplantation. Immunol Today 18: 6771, 1997[CrossRef][Medline]
Chitilian HV, Auchincloss H: The indirect pathway in graft rejection. Curr Opin Organ Transplant 2: 37, 1997
Auchincloss H Jr, Lee R, Shea S, Markowitz JS, Grusby MJ, Glimcher LH: The role of "indirect" recognition in initiating rejection of skin grafts from major histocompatibility complex class II-deficient mice. Proc Natl Acad Sci USA 90: 33733377, 1993[Abstract/Free Full Text]
Dalloul AH, Chmouzis E, Ngo K, Fung-Leung W-P: Adoptively transferred CD4+ lymphocytes from CD8-/- mice are sufficient to mediate rejection of MHC class II or class I disparate skin grafts. J Immunol 156: 41144119, 1996[Abstract]
Valujskikh A, Matesic D, Gilliam A, Anthony D, Haqqi TM, Heeger PS: T cells reactive to a single immunodominant self-restricted allopeptide induce skin graft rejection in mice. J Clin Invest 101: 13981407, 1998[Medline]
Womer KL, Stone JR, Murphy B, Chandraker A, Sayegh MH: Indirect allorecognition of donor class I and II MHC peptides promotes the development of transplant vasculopathy. J Am Soc Nephrol 12: 2502506, 2001
Lee RS, Yamada K, Houser SL, Womer KL, Maloney ME, Rose HS, Sayegh MH, Madsen JC: Indirect recognition of allopeptides promotes the development of cardiac allograft vasculopathy. Proc Natl Acad Sci USA 98: 32763281, 2001[Abstract/Free Full Text]
Vella JP, Spadafora-Ferreira M, Murphy B, Alexander SI, Harmon W, Carpenter CB, Sayegh MH: Indirect allorecognition of major histocompatibility complex allopeptides in human renal transplant recipients with chronic graft dysfunction. Transplantation 64: 795800, 1997[Medline]
Ciubotariu R, Liu Z, Colovai AI, Ho E, Itescu S, Ravalli S, Hardy MA, Cortesini R, Rose EA, Suciu-Foca N: Persistent allopeptide reactivity and epitope spreading in chronic rejection of organ allografts. J Clin Invest 101: 398405, 1998[Medline]
Hornick PI, Mason PD, Baker RJ, Hernandez-Fuentes M, Frasca L, Lombardi G, Taylor K, Weng L, Rose ML, Yacoub MH: Significant frequencies of T cells with indirect anti-donor specificity in heart graft recipients with chronic rejection. Circulation 101: 24052410, 2000[Abstract/Free Full Text]
SivaSai KS, Smith MA, Poindexter NJ, Sundaresan SR, Trulock EP, Lynch JP, Cooper JD, Patterson GA, Mohanakumar T: Indirect recognition of donor HLA class I peptides in lung transplant recipients with bronchiolitis obliterans syndrome. Transplantation 67: 10941098, 1999[Medline]
Hornick PI, Mason PD, Yacoub MH, Rose ML, Batchelor R, Lechler RI: Assessment of the contribution that direct allorecognition makes to the progression of chronic cardiac transplant rejection in humans. Circulation 97: 12571263, 1998[Abstract/Free Full Text]
Liu Z, Colovai AI, Tugulea S, Reed EF, Fisher PE, Mancini D, Rose EA, Cortesini R, Michler RE, Suciu-Foca N: Indirect recognition of donor HLA-DR peptides in organ allograft rejection. J Clin Invest 98: 11501157, 1996[Medline]
Liu Z, Sun YK, Xi YP, Maffei A, Reed E, Harris P, Suciu-Foca N: Contribution of direct and indirect recognition pathways to T cell alloreactivity. J Exp Med 177: 16431650, 1993[Abstract/Free Full Text]
Tary-Lehmann M, Hricik DE, Justice AC, Potter NS, Heeger PS: Enzyme-linked immunosorbent assay spot detection of interferon- and interleukin 5-producing cells as a predictive marker for renal allograft failure. Transplantation 66: 219224, 1998[Medline]
Heeger PS, Greenspan NS, Kuhlenschmidt S, Dejelo C, Hricik DE, Schulak JA, Tary-Lehmann M: Pretransplant frequency of donor-specific, IFN--producing lymphocytes is a manifestation of immunologic memory and correlates with the risk of post-transplant rejection episodes. J Immunol 163: 22672275, 1999[Abstract/Free Full Text]
Cecka JM: Early rejection: Determining the fate of renal transplants. Transplant Proc 23: 12631264, 1991[Medline]
Basadonna GP, Matas AJ, Gillingham KJ, Payne WD, Dunn DL, Sutherland DE, Gores PF, Gruessner RW, Najarian JS: Early versus late acute renal allograft rejection: Impact on chronic rejection. Transplantation 55: 993995, 1993[Medline]
Matas AJ, Gillingham KJ, Payne WD, Najarian JS: The impact of an acute rejection episode on long-term renal allograft survival (t1/2). Transplantation 57: 857859, 1994[Medline]
Matas AJ, Humar A, Payne WD, Gillingham KJ, Dunn DL, Sutherland DE, Najarian JS: Decreased acute rejection in kidney transplant recipients is associated with decreased chronic rejection. Ann Surg 230: 493500, 1999[CrossRef][Medline]
Solez K, Vincenti F, Filo RS: Histopathologic findings from 2-year protocol biopsies from a U.S. multicenter kidney transplant trial comparing tacrolimus versus cyclosporine: A report of the FK506 Kidney Transplant Study Group. Transplantation 66: 17361740, 1998[CrossRef][Medline]
Humar A, Kerr S, Gillingham KJ, Matas AJ: Features of acute rejection that increase risk for chronic rejection. Transplantation 68: 12001203, 1999[CrossRef][Medline]
Hariharan S, Johnson CP, Bresnahan BA, Taranto SE, McIntosh MJ, Stablein D: Improved graft survival after renal transplantation in the United States, 1988 to 1996. N Engl J Med 342: 605612, 2000[Abstract/Free Full Text]
Weir MR, Anderson L, Fink JC, Gabregiorgish K, Schweitzer EJ, Hoehn-Saric E, Klassen DK, Cangro CB, Johnson LB, Kuo PC: A novel approach to the treatment of chronic allograft nephropathy. Transplantation 64: 17061710, 1997[CrossRef][Medline]
Matas A: Chronic rejection in renal transplant recipients: Risk factors and correlates. Clin Transplant 8: 332335, 1994[Medline]
Ishikawa A, Flechner SM, Goldfarb DA, Myles JL, Modlin CS, Boparai N, Papajcik D, Mastroianni B, Novick AC: Quantitative assessment of the first acute rejection as a predictor of renal transplant outcome. Transplantation 68: 13181324, 1999[CrossRef][Medline]
Opelz G: Critical evaluation of the association of acute with chronic graft rejection in kidney and heart transplant recipients: The Collaborative Transplant Study. Transplant Proc 29: 7376, 1997[CrossRef][Medline]
Humar A, Kerr S, Hassoun A, Granger D, Suhr B, Matas A: The association between acute rejection and chronic rejection in kidney transplantation. Transplant Proc 31: 13021303, 1999[CrossRef][Medline]
Nickerson P, Jeffery J, Gough J, McKenna R, Grimm P, Cheang M, Rush D: Identification of clinical and histopathologic risk factors for diminished renal function 2 years post-transplant. J Am Soc Nephrol 9: 482487, 1998[Abstract]
Received for publication July 26, 2001.
Accepted for publication September 7, 2001.
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E. D. Poggio, M. Clemente, D. E. Hricik, and P. S. Heeger Panel of Reactive T Cells as a Measurement of Primed Cellular Alloimmunity in Kidney Transplant Candidates
J. Am. Soc. Nephrol.,
February 1, 2006;
17(2):
564 - 572.
[Abstract][Full Text][PDF]
J. Iacomini and M. H. Sayegh Measuring T Cell Alloreactivity to Predict Kidney Transplant Outcomes: Are We There Yet?
J. Am. Soc. Nephrol.,
February 1, 2006;
17(2):
328 - 330.
[Full Text][PDF]
E. D. Poggio, M. Clemente, J. Riley, M. Roddy, N. S. Greenspan, C. Dejelo, N. Najafian, M. H. Sayegh, D. E. Hricik, and P. S. Heeger Alloreactivity in Renal Transplant Recipients with and without Chronic Allograft Nephropathy
J. Am. Soc. Nephrol.,
July 1, 2004;
15(7):
1952 - 1960.
[Abstract][Full Text][PDF]
G. Chalasani, Q. Li, B. T. Konieczny, L. Smith-Diggs, B. Wrobel, Z. Dai, D. L. Perkins, F. K. Baddoura, and F. G. Lakkis The Allograft Defines the Type of Rejection (Acute versus Chronic) in the Face of an Established Effector Immune Response
J. Immunol.,
June 15, 2004;
172(12):
7813 - 7820.
[Abstract][Full Text][PDF]
S. Schaub, D. Rush, J. Wilkins, I. W. Gibson, T. Weiler, K. Sangster, L. Nicolle, M. Karpinski, J. Jeffery, and P. Nickerson Proteomic-Based Detection of Urine Proteins Associated with Acute Renal Allograft Rejection
J. Am. Soc. Nephrol.,
January 1, 2004;
15(1):
219 - 227.
[Abstract][Full Text][PDF]
F. G. Lakkis and M. H. Sayegh Memory T Cells: A Hurdle to Immunologic Tolerance
J. Am. Soc. Nephrol.,
September 1, 2003;
14(9):
2402 - 2410.
[Full Text][PDF]
A. D. Salama, N. Najafian, M. R. Clarkson, W. E. Harmon, and M. H. Sayegh Regulatory CD25+ T Cells in Human Kidney Transplant Recipients
J. Am. Soc. Nephrol.,
June 1, 2003;
14(6):
1643 - 1651.
[Abstract][Full Text][PDF]
D. S. Game, M. P. Hernandez-Fuentes, A. N. Chaudhry, and R. I. Lechler CD4+CD25+ Regulatory T Cells Do Not Significantly Contribute to Direct Pathway Hyporesponsiveness in Stable Renal Transplant Patients
J. Am. Soc. Nephrol.,
June 1, 2003;
14(6):
1652 - 1661.
[Abstract][Full Text][PDF]
M. Karpinski, D. Rush, J. Jeffery, D. Pochinco, D. Milley, and P. Nickerson Heightened Peripheral Blood Lymphocyte CD69 Expression is Neither Sensitive nor Specific as a Noninvasive Diagnostic Test for Renal Allograft Rejection
J. Am. Soc. Nephrol.,
January 1, 2003;
14(1):
226 - 233.
[Abstract][Full Text][PDF]
B. Watschinger and M. Pascual Capillary C4d Deposition as a Marker of Humoral Immunity in Renal Allograft Rejection
J. Am. Soc. Nephrol.,
September 1, 2002;
13(9):
2420 - 2423.
[Full Text][PDF]