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1.
Am J Transplant ; 24(3): 338-349, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38032300

RESUMEN

The XVI-th Banff Meeting for Allograft Pathology was held at Banff, Alberta, Canada, from 19th to 23rd September 2022, as a joint meeting with the Canadian Society of Transplantation. To mark the 30th anniversary of the first Banff Classification, premeeting discussions were held on the past, present, and future of the Banff Classification. This report is a summary of the meeting highlights that were most important in terms of their effect on the Classification, including discussions around microvascular inflammation and biopsy-based transcript analysis for diagnosis. In a postmeeting survey, agreement was reached on the delineation of the following phenotypes: (1) "Probable antibody-mediated rejection (AMR)," which represents donor-specific antibodies (DSA)-positive cases with some histologic features of AMR but below current thresholds for a definitive AMR diagnosis; and (2) "Microvascular inflammation, DSA-negative and C4d-negative," a phenotype of unclear cause requiring further study, which represents cases with microvascular inflammation not explained by DSA. Although biopsy-based transcript diagnostics are considered promising and remain an integral part of the Banff Classification (limited to diagnosis of AMR), further work needs to be done to agree on the exact classifiers, thresholds, and clinical context of use.


Asunto(s)
Trasplante de Riñón , Humanos , Complemento C4b , Canadá , Riñón/patología , Inflamación/patología , Isoanticuerpos , Biopsia
2.
Am J Transplant ; 24(3): 350-361, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37931753

RESUMEN

The XVIth Banff Meeting for Allograft Pathology was held in Banff, Alberta, Canada, from September 19 to 23, 2022, as a joint meeting with the Canadian Society of Transplantation. In addition to a key focus on the impact of microvascular inflammation and biopsy-based transcript analysis on the Banff Classification, further sessions were devoted to other aspects of kidney transplant pathology, in particular T cell-mediated rejection, activity and chronicity indices, digital pathology, xenotransplantation, clinical trials, and surrogate endpoints. Although the output of these sessions has not led to any changes in the classification, the key role of Banff Working Groups in phrasing unanswered questions, and coordinating and disseminating results of investigations addressing these unanswered questions was emphasized. This paper summarizes the key Banff Meeting 2022 sessions not covered in the Banff Kidney Meeting 2022 Report paper and also provides an update on other Banff Working Group activities relevant to kidney allografts.


Asunto(s)
Trasplante de Riñón , Canadá , Rechazo de Injerto/etiología , Rechazo de Injerto/patología , Riñón/patología , Aloinjertos
3.
Am J Transplant ; 2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39117038

RESUMEN

Most kidney transplant patients who undergo biopsies are classified as having no rejection based on consensus thresholds. However, we hypothesized that because these patients have normal adaptive immune systems, T cell-mediated rejection (TCMR) and antibody-mediated rejection (ABMR) may exist as subthreshold activity in some transplants currently classified as no rejection. To examine this question, we studied genome-wide microarray results from 5086 kidney transplant biopsies (from 4170 patients). An updated molecular archetypal analysis designated 56% of biopsies as no rejection. Subthreshold molecular TCMR and/or ABMR activity molecular activity was detectable as elevated classifier scores in many biopsies classified as no rejection, with ABMR activity in many TCMR biopsies and TCMR activity in many ABMR biopsies. In biopsies classified as no rejection histologically and molecularly, molecular TCMR classifier scores correlated with increases in histologic TCMR features and molecular injury, lower estimated glomerular filtration rate, and higher risk of graft loss, and molecular ABMR activity correlated with increased glomerulitis and donor-specific antibody. No rejection biopsies with high subthreshold TCMR or ABMR activity had a higher probability of having TCMR or ABMR, respectively, diagnosed in a future biopsy. We conclude that many kidney transplant recipients have unrecognized subthreshold TCMR or ABMR activity, with significant implications for future problems.

4.
Clin Transplant ; 38(7): e15383, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39023092

RESUMEN

BACKGROUND: Antibody-mediated rejection (ABMR) poses a barrier to long-term graft survival and is one of the most challenging events after kidney transplantation. Removing donor specific antibodies (DSA) through therapeutic plasma exchange (PLEX) is a cornerstone of antibody depletion but has inconsistent effects. Imlifidase is a treatment currently utilized for desensitization with near-complete inactivation of DSA both in the intra- and extravascular space. METHODS: This was a 6-month, randomized, open-label, multicenter, multinational trial conducted at 14 transplant centers. Thirty patients were randomized to either imlifidase or PLEX treatment. The primary endpoint was reduction in DSA level during the 5 days following the start of treatment. RESULTS: Despite considerable heterogeneity in the trial population, DSA reduction as defined by the primary endpoint was 97% for imlifidase compared to 42% for PLEX. Additionally, imlifidase reduced DSA to noncomplement fixing levels, whereas PLEX failed to do so. After antibody rebound in the imlifidase arm (circa days 6-12), both arms had similar reductions in DSA. Five allograft losses occurred during the 6 months following the start of ABMR treatment-four within the imlifidase arm (18 patients treated) and one in the PLEX arm (10 patients treated). In terms of clinical efficacy, the Kaplan-Meier estimated graft survival was 78% for imlifidase and 89% for PLEX, with a slightly higher eGFR in the PLEX arm at the end of the trial. The observed adverse events in the trial were as expected, and there were no apparent differences between the arms. CONCLUSION: Imlifidase was safe and well-tolerated in the ABMR population. Despite meeting the primary endpoint of maximum DSA reduction compared to PLEX, the trial was unsuccessful in demonstrating a clinical benefit of imlifidase in this heterogenous ABMR population. TRIAL REGISTRATION: EudraCT number: 2018-000022-66, 2020-004777-49; ClinicalTrials.gov identifier: NCT03897205, NCT04711850.


Asunto(s)
Rechazo de Injerto , Supervivencia de Injerto , Isoanticuerpos , Fallo Renal Crónico , Trasplante de Riñón , Plasmaféresis , Humanos , Rechazo de Injerto/etiología , Rechazo de Injerto/inmunología , Rechazo de Injerto/prevención & control , Femenino , Masculino , Persona de Mediana Edad , Estudios de Seguimiento , Isoanticuerpos/sangre , Isoanticuerpos/inmunología , Adulto , Pronóstico , Fallo Renal Crónico/cirugía , Fallo Renal Crónico/terapia , Pruebas de Función Renal , Complicaciones Posoperatorias , Tasa de Filtración Glomerular , Factores de Riesgo , Receptores de Trasplantes
5.
Am J Transplant ; 22(8): 1976-1991, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35575435

RESUMEN

We studied the clinical, histologic, and molecular features distinguishing DSA-negative from DSA-positive molecularly defined antibody-mediated rejection (mABMR). We analyzed mABMR biopsies with available DSA assessments from the INTERCOMEX study: 148 DSA-negative versus 248 DSA-positive, compared with 864 no rejection (excluding TCMR and Mixed). DSA-positivity varied with mABMR stage: early-stage (EABMR) 56%; fully developed (FABMR) 70%; and late-stage (LABMR) 58%. DSA-negative patients with mABMR were usually sensitized, 60% being HLA antibody-positive. Compared with DSA-positive mABMR, DSA-negative mABMR was more often C4d-negative; earlier by 1.5 years (average 2.4 vs. 3.9 years); and had lower ABMR activity and earlier stage in molecular and histology features. However, the top ABMR-associated transcripts were identical in DSA-negative versus DSA-positive mABMR, for example, NK-associated (e.g., KLRD1 and GZMB) and IFNG-inducible (e.g., PLA1A). Genome-wide class comparison between DSA-negative and DSA-positive mABMR showed no significant differences in transcript expression except those related to lower intensity and earlier time of DSA-negative ABMR. Three-year graft loss in DSA-negative mABMR was the same as DSA-positive mABMR, even after adjusting for ABMR stage. Thus, compared with DSA-positive mABMR, DSA-negative mABMR is on average earlier, less active, and more often C4d-negative but has similar graft loss, and genome-wide analysis suggests that it involves the same mechanisms. SUMMARY SENTENCE: In 398 kidney transplant biopsies with molecular antibody-mediated rejection, the 150 DSA-negative cases are earlier, less intense, and mostly C4d-negative, but use identical molecular mechanisms and have the same risk of graft loss as the 248 DSA-positive cases.


Asunto(s)
Trasplante de Riñón , Anticuerpos , Biopsia , Rechazo de Injerto/diagnóstico , Rechazo de Injerto/etiología , Humanos , Isoanticuerpos , Trasplante de Riñón/efectos adversos , Donantes de Tejidos
6.
J Clin Immunol ; 42(3): 546-558, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34989946

RESUMEN

Viral infections and reactivations are major causes of morbidity and mortality after hematopoietic stem cell (HSCT) and solid organ transplantation (SOT) as well as in patients with immunodeficiencies. Latent herpesviruses (e.g., cytomegalovirus, Epstein-Barr virus, and human herpesvirus 6), lytic viruses (e.g., adenovirus), and polyomaviruses (e.g., BK virus, JC virus) can cause severe complications. Antiviral drugs form the mainstay of treatment for viral infections and reactivations after transplantation, but they have side effects and cannot achieve complete viral clearance without prior reconstitution of functional antiviral T-cell immunity. The aim of this study was to establish normal ranges for virus-specific T-cell (VST) frequencies in healthy donors. Such data are needed for better interpretation of VST frequencies observed in immunocompromised patients. Therefore, we measured the frequencies of VSTs against 23 viral protein-derived peptide pools from 11 clinically relevant human viruses in blood from healthy donors (n = 151). Specifically, we determined the VST frequencies by interferon-gamma enzyme-linked immunospot assay and classified their distribution according to age and gender to allow for a more specific evaluation and prediction of antiviral immune responses. The reference values established here provide an invaluable tool for immune response evaluation, intensity of therapeutic drugs and treatment decision-making in immunosuppressed patients. This data should make an important contribution to improving the assessment of immune responses in immunocompromised patients.


Asunto(s)
Infecciones por Virus de Epstein-Barr , Trasplante de Células Madre Hematopoyéticas , Virosis , Antivirales , Herpesvirus Humano 4 , Humanos , Huésped Inmunocomprometido , Valores de Referencia , Linfocitos T , Virosis/diagnóstico
7.
Handb Exp Pharmacol ; 272: 1-26, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35091823

RESUMEN

Allograft rejection is defined as tissue injury in a transplanted allogeneic organ produced by the effector mechanisms of the adaptive alloimmune response. Effector T lymphocytes and IgG alloantibodies cause two different types of rejection that can occur either individually or simultaneously: T cell-mediated rejection (TCMR) and antibody-mediated rejection (ABMR). In TCMR, cognate effector T cells infiltrate the graft and orchestrate an interstitial inflammatory response in the kidney interstitium in which effector T cells engage antigen-presenting myeloid cells, activating the T cells, antigen-presenting cells, and macrophages. The result is intense expression of IFNG and IFNG-induced molecules, expression of effector T cell molecules and macrophage molecules and checkpoints, and deterioration of parenchymal function. The diagnostic lesions of TCMR follow, i.e. interstitial inflammation, parenchymal deterioration, and intimal arteritis. In ABMR, HLA IgG alloantibodies produced by plasma cells bind to the donor antigens on graft microcirculation, leading to complement activation, margination, and activation of NK cells and neutrophils and monocytes, and endothelial injury, sometimes with intimal arteritis. TCMR becomes infrequent after 5-10 years post-transplant, probably reflecting adaptive mechanisms such as checkpoints, but ABMR can present even decades post-transplant. Some rejection is triggered by inadequate immunosuppression and non-adherence, challenging the clinician to target effective immunosuppression even decades post-transplant.


Asunto(s)
Arteritis , Trasplante de Riñón , Biología , Rechazo de Injerto , Humanos , Inmunoglobulina G , Isoanticuerpos , Trasplante de Riñón/efectos adversos
8.
BMC Nephrol ; 23(1): 27, 2022 01 12.
Artículo en Inglés | MEDLINE | ID: mdl-35022021

RESUMEN

BACKGROUND: After kidney transplantation, pregnancy and graft function may have a reciprocal interaction. We evaluated the influence of graft function on the course of pregnancy and vice versa. METHODS: We performed a retrospective observational study of 92 pregnancies beyond the first trimester in 67 women after renal transplantation from 1972 to 2019. Pre-pregnancy eGFR was correlated with outcome parameters; graft function was evaluated by Kaplan Meier analysis. The course of graft function in 28 women who became pregnant after kidney transplantation with an eGFR of < 50 mL/min/1.73m2 was compared to a control group of 79 non-pregnant women after kidney transplantation during a comparable time period and with a matched basal graft function. RESULTS: Live births were 90.5% (fetal death n = 9). Maternal complications of pregnancy were preeclampsia 24% (graft loss 1, fetal death 3), graft rejection 5.4% (graft loss 1), hemolytic uremic syndrome 2% (graft loss 1, fetal death 1), maternal hemorrhage 2% (fetal death 1), urinary obstruction 10%, and cesarian section. (76%). Fetal complications were low gestational age (34.44 ± 5.02 weeks) and low birth weight (2322.26 ± 781.98 g). Mean pre-pregnancy eGFR was 59.39 ± 17.62 mL/min/1.73m2 (15% of cases < 40 mL/min/1.73m2). Pre-pregnancy eGFR correlated with gestation week at delivery (R = 0.393, p = 0.01) and with percent eGFR decline during pregnancy (R = 0.243, p = 0.04). Pregnancy-related eGFR decline was inversely correlated with the time from end of pregnancy to chronic graft failure or maternal death (R = -0.47, p = 0.001). Kaplan Meier curves comparing women with pre-pregnancy eGFR of ≥ 50 to < 50 mL/min showed a significantly longer post-pregnancy graft survival in the higher eGFR group (p = 0.04). Women after kidney transplantation who became pregnant with a low eGFR of > 25 to < 50 mL/min/1.73m2 had a marked decline of renal function compared to a matched non-pregnant control group (eGFR decline in percent of basal eGFR 19.34 ± 22.10%, n = 28, versus 2.61 ± 10.95%, n = 79, p < 0.0001). CONCLUSIONS: After renal transplantation, pre-pregnancy graft function has a key role for pregnancy outcomes and graft function. In women with a low pre-pregnancy eGFR, pregnancy per se has a deleterious influence on graft function. TRIAL REGISTRATION: Since this was a retrospective observational case series and written consent of the patients was obtained for publication, according to our ethics' board the analysis was exempt from IRB approval. Clinical Trial Registration was not done. The study protocol was approved by the Ethics Committee of Hannover Medical School, Chairman Prof. Dr. H. D. Troeger, Hannover, December 12, 2015 (IRB No. 2995-2015).


Asunto(s)
Trasplante de Riñón , Riñón/fisiología , Complicaciones Posoperatorias/epidemiología , Complicaciones del Embarazo/epidemiología , Resultado del Embarazo , Adolescente , Adulto , Femenino , Humanos , Recién Nacido , Embarazo , Estudios Retrospectivos , Adulto Joven
9.
J Am Soc Nephrol ; 32(11): 2743-2758, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34253587

RESUMEN

BACKGROUND: Donor -specific HLA antibody (DSA) is present in many kidney transplant patients whose biopsies are classified as no rejection (NR). We explored whether in some NR kidneys DSA has subtle effects not currently being recognized. METHODS: We used microarrays to examine the relationship between standard-of-care DSA and rejection-related transcript increases in 1679 kidney transplant indication biopsies in the INTERCOMEX study (ClinicalTrials.gov NCT01299168), focusing on biopsies classified as NR by automatically assigned archetypal clustering. DSA testing results were available for 835 NR biopsies and were positive in 271 (32%). RESULTS: DSA positivity in NR biopsies was associated with mildly increased expression of antibody-mediated rejection (ABMR)-related transcripts, particularly IFNG-inducible and NK cell transcripts. We developed a machine learning DSA probability (DSAProb) classifier based on transcript expression in biopsies from DSA-positive versus DSA-negative patients, assigning scores using 10-fold cross-validation. This DSAProb classifier was very similar to a previously described "ABMR probability" classifier trained on histologic ABMR in transcript associations and prediction of molecular or histologic ABMR. Plotting the biopsies using Uniform Manifold Approximation and Projection revealed a gradient of increasing molecular ABMR-like transcript expression in NR biopsies, associated with increased DSA (P<2 × 10-16). In biopsies with no molecular or histologic rejection, increased DSAProb or ABMR probability scores were associated with increased risk of kidney failure over 3 years. CONCLUSIONS: Many biopsies currently considered to have no molecular or histologic rejection have mild increases in expression of ABMR-related transcripts, associated with increasing frequency of DSA. Thus, mild molecular ABMR-related pathology is more common than previously realized.


Asunto(s)
Rechazo de Injerto/genética , Antígenos HLA/inmunología , Isoanticuerpos/inmunología , Trasplante de Riñón , Riñón/patología , Donantes de Tejidos , Trasplantes/patología , Especificidad de Anticuerpos , Biopsia , Reacciones Falso Negativas , Expresión Génica , Supervivencia de Injerto , Análisis de Componente Principal , Estudios Prospectivos , Análisis de Supervivencia , Análisis de Matrices Tisulares , Transcripción Genética
10.
Am J Transplant ; 21(5): 1725-1739, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-33107191

RESUMEN

We previously characterized the molecular changes in acute kidney injury (AKI) and chronic kidney disease (CKD) in kidney transplant biopsies, but parenchymal changes selective for specific types of injury could be missed by such analyses. The present study searched for injury changes beyond AKI and CKD related to specific scenarios, including correlations with donor age. We defined injury using previously defined gene sets and classifiers and used principal component analysis to discover new injury dimensions. As expected, Dimension 1 distinguished normal vs. injury, and Dimension 2 separated early AKI from late CKD, correlating with time posttransplant. However, Dimension 3 was novel, distinguishing a set of genes related to epithelial polarity (e.g., PARD3) that were increased in early AKI and decreased in T cell-mediated rejection (TCMR) but not in antibody-mediated rejection. Dimension 3 was increased in kidneys from older donors and was particularly important in survival of early kidneys. Thus high Dimension 3 scores emerge as a previously unknown element in the kidney response-to-injury that affects epithelial polarity genes and is increased in AKI but depressed in TCMR, indicating that in addition to general injury elements, certain injury elements are selective for specific pathologic mechanisms. (ClinicalTrials.gov NCT01299168).


Asunto(s)
Trasplante de Riñón , Biopsia , Rechazo de Injerto/etiología , Riñón , Trasplante de Riñón/efectos adversos , Linfocitos T
11.
Am J Transplant ; 21(4): 1391-1401, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-32594646

RESUMEN

We studied the relative association of clinical, histologic, and molecular variables with risk of kidney transplant failure after an indication biopsy, both in all kidneys and in kidneys with pure antibody-mediated rejection (ABMR). From a prospective study of 1679 biopsies with histologic and molecular testing, we selected one random biopsy per patient (N = 1120), including 321 with pure molecular ABMR. Diagnoses were associated with actuarial survival differences but not good predictions. Therefore we concentrated on clinical (estimated GFR [eGFR], proteinuria, time posttransplant, donor-specific antibody [DSA]) and molecular and histologic features reflecting injury (acute kidney injury [AKI] and atrophy-fibrosis [chronic kidney disease (CKD)] and rejection. For all biopsies, univariate analysis found that failure was strongly associated with low eGFR, AKI, CKD, and glomerular deterioration, but not with rejection activity. In molecular ABMR, the findings were similar: Molecular and histologic activity and DSA were not important compared with injury. Survival in DSA-negative and DSA-positive molecular ABMR was similar. Multivariate survival analysis confirmed the dominance of molecular AKI, CKD, and eGFR. Thus, at indication biopsy, the dominant predictors of failure, both in all kidneys and in ABMR, were related to molecular AKI and CKD and to eGFR, not rejection activity, presumably because rejection confers risk via injury.


Asunto(s)
Rechazo de Injerto , Supervivencia de Injerto , Biopsia , Rechazo de Injerto/diagnóstico , Rechazo de Injerto/etiología , Antígenos HLA , Humanos , Isoanticuerpos , Riñón , Estudios Prospectivos
12.
Am J Transplant ; 20(5): 1341-1350, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-31846554

RESUMEN

Discrepancy analysis comparing two diagnostic platforms offers potential insights into both without assuming either is always correct. Having optimized the Molecular Microscope Diagnostic System (MMDx) in renal transplant biopsies, we studied discrepancies within MMDx (reports and sign-out comments) and between MMDx and histology. Interpathologist discrepancies have been documented previously and were not assessed. Discrepancy cases were classified as "clear" (eg, antibody-mediated rejection [ABMR] vs T cell-mediated rejection [TCMR]), "boundary" (eg, ABMR vs possible ABMR), or "mixed" (eg, Mixed vs ABMR). MMDx report scores showed 99% correlations; sign-out interpretations showed 7% variation between observers, all located around boundaries. Histology disagreed with MMDx in 37% of biopsies, including 315 clear discrepancies, all with implications for therapy. Discrepancies were distributed widely in all histology diagnoses but increased in some scenarios; for example, histology TCMR contained 14% MMDx ABMR and 20% MMDx no rejection. MMDx usually gave unambiguous diagnoses in cases with ambiguous histology, for example, borderline and transplant glomerulopathy. Histology lesions or features associated with more frequent discrepancies (eg, tubulitis, arteritis, and polyomavirus nephropathy) were not associated with increased MMDx uncertainty, indicating that MMDx can clarify biopsies with histologic ambiguity. The patterns of histology-MMDx discrepancies highlight specific histology diagnoses in which MMDx assessment should be considered for guiding therapy.


Asunto(s)
Trasplante de Riñón , Anticuerpos , Biopsia , Rechazo de Injerto/diagnóstico , Trasplante de Riñón/efectos adversos , Pronóstico
13.
Transpl Int ; 33(4): 376-390, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31705694

RESUMEN

Among factors determining long-term kidney allograft outcome, pretransplant renal replacement therapy (RRT) is the most easily modifiable. Previous studies analysing RRT modality impact on patient and graft survival are conflicting. Studies on allograft function are scarce, lack sufficient size and follow-up. We retrospectively studied patient and allograft survival together with allograft function and its decline in 2277 allograft recipients during 2000-2014. Pretransplant RRT modality ≥60 days as grouped into "no RRT" (n = 136), "haemodialysis (HD)" (n = 1847), "peritoneal dialysis (PD)" (n = 159), and "HD + PD" (n = 135) was evaluated. Kaplan-Meier analysis demonstrated superior 5-/10-/15-year patient (93.0/81.8/73.1% vs. 86.2/71.6/49.8%), death-censored graft (90.8/85.4/71.5% vs. 84.4/75.2/63.2%), and 1-year rejection-free graft survival (73.8% vs. 63.8%) in PD versus HD patients. Adjusted Cox regression revealed 34.5% [1.5-56.5%] lower hazards of death, whereas death-censored graft loss was similar [HR = 0.707 (0.469-1.064)], and rejection was less frequent [HR = 0.700 (0.508-0.965)]. Allografts showed higher 1-/3-/5-year estimated glomerular filtration rate (eGFR) in "PD" versus "HD" groups. Living donation benefit for allograft function was most pronounced in groups "no RRT" and "PD". Functional allograft decline (eGFR slope) was lowest for "PD". Allograft recipients on pretransplant PD versus HD demonstrated superior all-cause patient and rejection-free graft survival along with better allograft function (eGFR).


Asunto(s)
Fallo Renal Crónico , Trasplante de Riñón , Aloinjertos , Estudios de Cohortes , Supervivencia de Injerto , Humanos , Riñón , Fallo Renal Crónico/cirugía , Diálisis Renal , Estudios Retrospectivos , Resultado del Tratamiento
14.
Am J Transplant ; 19(10): 2719-2731, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-30868758

RESUMEN

We previously reported a system for assessing rejection in kidney transplant biopsies using microarray-based gene expression data, the Molecular Microscope® Diagnostic System (MMDx). The present study was designed to optimize the accuracy and stability of MMDx diagnoses by replacing single machine learning classifiers with ensembles of diverse classifier methods. We also examined the use of automated report sign-outs and the agreement between multiple human interpreters of the molecular results. Ensembles generated diagnoses that were both more accurate than the best individual classifiers, and nearly as stable as the best, consistent with expectations from the machine learning literature. Human experts had ≈93% agreement (balanced accuracy) signing out the reports, and random forest-based automated sign-outs showed similar levels of agreement with the human experts (92% and 94% for predicting the expert MMDx sign-outs for T cell-mediated (TCMR) and antibody-mediated rejection (ABMR), respectively). In most cases disagreements, whether between experts or between experts and automated sign-outs, were in biopsies near diagnostic thresholds. Considerable disagreement with histology persisted. The balanced accuracies of MMDx sign-outs for histology diagnoses of TCMR and ABMR were 73% and 78%, respectively. Disagreement with histology is largely due to the known noise in histology assessments (ClinicalTrials.gov NCT01299168).


Asunto(s)
Perfilación de la Expresión Génica , Rechazo de Injerto/clasificación , Rechazo de Injerto/diagnóstico , Isoanticuerpos/efectos adversos , Fallo Renal Crónico/cirugía , Trasplante de Riñón/efectos adversos , Aprendizaje Automático , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Automatización , Niño , Estudios de Cohortes , Femenino , Estudios de Seguimiento , Rechazo de Injerto/etiología , Humanos , Fallo Renal Crónico/genética , Fallo Renal Crónico/inmunología , Masculino , Persona de Mediana Edad , Pronóstico , Linfocitos T/inmunología , Adulto Joven
15.
Kidney Int ; 94(5): 993-1001, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30274681

RESUMEN

Loop diuretics deplete the renal cortico-medullary salt gradient that has recently been established as a major modulator of immune responses. Renal transplant recipients suffer from a markedly increased rate of urinary tract infections (UTIs). Whether diuretic therapy affects renal macrophage polarization in the human kidney graft and the incidence of UTI have not been reported. In a cohort of 112 adult renal allograft recipients, loop diuretic therapy significantly correlated with the rate of UTI during five years after transplantation in uni- and multivariable regression analysis. The M1 macrophage marker human leukocyte antigen-DR (HLA-DR) and the M2 macrophage marker CD206 co-localized with the pan-macrophage marker CD68 in the kidney graft. Both were more common in renal medulla than cortex. With increasing loop diuretic dose, the renal medullary M1/M2 macrophage marker ratio decreased in early surveillance biopsies of this cohort. In vitro, the sodium chloride concentration dose-dependently increased monocyte chemotactic cytokine CCL2 production in human myeloid and renal tubular epithelial cells. More CCL2 was detected in the renal medulla than cortex of the kidney grafts. However, in patients receiving loop diuretic therapy, the renal cortico-medullary CCL2 gradient was diminished and CCL2 serum levels decreased significantly. Thus, diuretic therapy associated with increased bacteriuria and leukocyturia after kidney transplantation and a decreased M1/M2 macrophage marker ratio in the renal medulla. Hence, adjustment of diuretic therapy should be investigated further as a possible approach in patients with frequent UTIs.


Asunto(s)
Antígenos HLA-DR/análisis , Trasplante de Riñón/efectos adversos , Lectinas Tipo C/análisis , Lectinas de Unión a Manosa/análisis , Receptores de Superficie Celular/análisis , Inhibidores del Simportador de Cloruro Sódico y Cloruro Potásico/efectos adversos , Infecciones Urinarias/epidemiología , Polaridad Celular , Quimiocina CCL2/sangre , Femenino , Humanos , Médula Renal/química , Macrófagos/química , Masculino , Receptor de Manosa , Persona de Mediana Edad
16.
Am J Transplant ; 18(4): 821-831, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-28985016

RESUMEN

Calcineurin inhibitor immunosuppressive drugs induce changes such as arteriolar hyalinosis (ah) in kidney transplants, raising the possibility that molecular changes in biopsies related to histologic ah can provide information about drug exposure. We hypothesized that molecular changes associated with less-than-expected hyalinosis might highlight a subpopulation of patients with under-immunosuppression/nonadherence at intermediate times of biopsy posttransplant (TxBx). Using gene expression data from 562 indication biopsies, we developed a molecular classifier for predicting the expected ah lesions (Mah ) at a particular TxBx. Mah -scores increased linearly with log(TxBx), but some biopsies had lower scores than expected for TxBx. The deviation of individual Mah -scores below the predicted regression line of Mah -scores vs TxBx is defined as "low hyalinosis index." Low hyalinosis indices were frequent in biopsies between 3 months and 3 years posttransplant, particularly among biopsies lacking histologic hyalinosis (ah0), and were associated with T cell-mediated rejection and a subset of recent-onset antibody-mediated rejection without glomerular double contours. In patients with medical records available for review, low hyalinosis indices were frequently associated with physician-recorded concerns about nonadherence (suspected or proven). We conclude that the Mah classifier and hyalinosis index identify indication biopsies with rejection for which the possibility of patient nonadherence should be considered.


Asunto(s)
Arteriolas/patología , Rechazo de Injerto/etiología , Hialina/metabolismo , Síndrome de Fibromatosis Hialina/fisiopatología , Terapia de Inmunosupresión/efectos adversos , Inmunosupresores/farmacología , Trasplante de Riñón/efectos adversos , Arteriolas/metabolismo , Tasa de Filtración Glomerular , Rechazo de Injerto/metabolismo , Rechazo de Injerto/patología , Supervivencia de Injerto , Humanos , Fallo Renal Crónico/cirugía , Pruebas de Función Renal , Complicaciones Posoperatorias , Pronóstico , Factores de Riesgo
17.
Am J Transplant ; 18(4): 785-795, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29178397

RESUMEN

The molecular mechanisms operating in human organ transplant rejection are best inferred from the mRNAs expressed in biopsies because the corresponding proteins often have low expression and short half-lives, while small non-coding RNAs lack specificity. Associations should be characterized in a population that rigorously identifies T cell-mediated (TCMR) and antibody-mediated rejection (ABMR). This is best achieved in kidney transplant biopsies, but the results are generalizable to heart, lung, or liver transplants. Associations can be universal (all rejection), TCMR-selective, or ABMR-selective, with universal being strongest and ABMR-selective weakest. Top universal transcripts are IFNG-inducible (eg, CXCL11 IDO1, WARS) or shared by effector T cells (ETCs) and NK cells (eg, KLRD1, CCL4). TCMR-selective transcripts are expressed in activated ETCs (eg, CTLA4, IFNG), activated (eg, ADAMDEC1), or IFNG-induced macrophages (eg, ANKRD22). ABMR-selective transcripts are expressed in NK cells (eg, FGFBP2, GNLY) and endothelial cells (eg, ROBO4, DARC). Transcript associations are highly reproducible between biopsy sets when the same rejection definitions, case mix, algorithm, and technology are applied, but exact ranks will vary. Previously published rejection-associated transcripts resemble universal and TCMR-selective transcripts due to incomplete representation of ABMR. Rejection-associated transcripts are never completely rejection-specific because they are shared with the stereotyped response-to-injury and innate immunity.


Asunto(s)
Biomarcadores/análisis , Rechazo de Injerto/diagnóstico , Células Asesinas Naturales/metabolismo , Trasplante de Órganos/efectos adversos , Linfocitos T/metabolismo , Transcriptoma , Aloinjertos , Rechazo de Injerto/etiología , Rechazo de Injerto/genética , Humanos , Células Asesinas Naturales/inmunología , Células Asesinas Naturales/patología , Linfocitos T/inmunología , Linfocitos T/patología
18.
BMC Nephrol ; 19(1): 12, 2018 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-29334938

RESUMEN

BACKGROUND: Therapeutic plasma exchange (TPE) is increasingly used throughout the world. Although the procedure itself is fairly standardized, it is yet unknown how the underlying disease entities influence the key coordinates of the treatment. METHODS: Retrospective chart review. The treatment indications were clustered into four categories. Data are presented as median and interquartile (25-75%) range [IQR]. RESULTS: Within 1 year, 912 TPE treatments were performed in 185 patients (90 female, 48.6%). The distribution of the treatment numbers to the pre-specified disease categories were as follows: transplantation (35.7%), neurology (31.9%), vasculitis and immunological disease (17.3%), and others including thrombotic microangiopathy (8.1%), critical care related diseases (5.4%), hematology [multiple myeloma] (1.1%), and endocrine disorders (0.5%). The calculated plasma volume was significantly higher in patients with vasculitis and immunological diseases (3984 [3433-4439] ml) as compared to patients treated for transplant related indications (3194 [2545-3658] ml; p = 0.0003) and neurological diseases (3058 [2533-3359] ml; p < 0.0001). This was mainly due to the differences in the hematocrit which was 30.5 [27.0-33.6] % in the vasculitis/immunological disease patients and 40.2 [37.5-42.9] % in the neurological patients; p < 0.0001. Interestingly, treatment time using a membrane based technology was significantly longer than TPE using a centrifugal device 135.0 [125.0-140.0] min vs. 120.0 [112.5-135.0] min. Furthermore, the relative exchanged plasma volume was significantly lower in the treatment of vasculitis and immunological diseases as compared to treatments of transplant related indications and neurological diseases. CONCLUSION: Patients with low hematocrit and high body weight do not receive the minimum recommended dose of exchange volume. Centrifugal TPE allowed faster plasma exchange than membrane TPE.


Asunto(s)
Peso Corporal/fisiología , Intercambio Plasmático/métodos , Intercambio Plasmático/tendencias , Volumen Plasmático/fisiología , Centros de Atención Terciaria/tendencias , Adulto , Anciano , Femenino , Hematócrito/métodos , Hematócrito/normas , Hematócrito/tendencias , Humanos , Masculino , Persona de Mediana Edad , Intercambio Plasmático/normas , Estudios Retrospectivos , Centros de Atención Terciaria/normas , Factores de Tiempo , Resultado del Tratamiento
19.
Kidney Int ; 92(2): 479-489, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-28359537

RESUMEN

Inflammation impairs renal allograft survival but is difficult to quantify by eye at low densities. Here we measured leukocyte abundance in early surveillance biopsies by digital image analysis to test for a role of chemokine receptor genotypes and analyze the predictive value of leukocyte subsets to allograft function. In six-week surveillance biopsies, T-cell (CD3), B-cell (CD20), macrophage (CD68), and dendritic cell (CD209) densities were assessed in whole slide scans. Renal cortical CD3, CD20, and CD68 were significantly higher in histologic rejection. The CCR2 V64I genotype was associated with lower CD3 and CD209 densities. Above-median CD68 density was significantly associated with lower combined patient and graft survival with a hazard ratio of 3.5 (95% confidence interval 1.1-11.0). Both CD20 and CD68 densities inversely correlated with estimated glomerular filtration rate (eGFR) four years after transplantation. Additionally, CD68 correlated with eGFR loss. Among histological measurements including a complete Banff classification, only CD68 density was a significant predictor of an eGFR under 30ml/min after four years (odds ratio 7.4, 1.8-31.0) and part of the best eGFR prediction set in a multivariable linear regression analysis of multiple clinical and pathologic parameters. In a second independent cohort, the original CD68 median maintained its discriminative power for survival and eGFR. Thus, digital high-resolution assessment of CD68+ leukocyte infiltration significantly improves prognostic value of early renal transplant biopsies.


Asunto(s)
Aloinjertos/inmunología , Trasplante de Riñón/estadística & datos numéricos , Riñón/inmunología , Macrófagos , Antígenos CD/metabolismo , Antígenos CD20/metabolismo , Antígenos de Diferenciación Mielomonocítica/metabolismo , Receptor 1 de Quimiocinas CX3C/genética , Femenino , Rechazo de Injerto , Supervivencia de Injerto , Humanos , Riñón/metabolismo , Recuento de Linfocitos , Macrófagos/metabolismo , Masculino , Persona de Mediana Edad , Receptores CCR2/genética
20.
J Am Soc Nephrol ; 26(7): 1711-20, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-25377077

RESUMEN

The prevalent renal transplant population presents an opportunity to observe the adaptive changes in the alloimmune response over time, but such studies have been limited by uncertainties in the conventional biopsy diagnosis of T cell-mediated rejection (TCMR) and antibody-mediated rejection (ABMR). To circumvent these limitations, we used microarrays and conventional methods to investigate rejection in 703 unselected biopsies taken 3 days to 35 years post-transplant from North American and European centers. Using conventional methods, we diagnosed rejection in 205 biopsy specimens (28%): 67 pure TCMR, 110 pure ABMR, and 28 mixed (89 designated borderline). Using microarrays, we diagnosed rejection in 228 biopsy specimens (32%): 76 pure TCMR, 124 pure ABMR, and 28 mixed (no borderline). Molecular assessment confirmed most conventional diagnoses (agreement was 90% for TCMR and 83% for ABMR) but revealed some errors, particularly in mixed rejection, and improved prediction of failure. ABMR was strongly associated with increased graft loss, but TCMR was not. ABMR became common in biopsy specimens obtained >1 year post-transplant and continued to appear in all subsequent intervals. TCMR was common early but progressively disappeared over time. In 108 biopsy specimens obtained 10.2-35 years post-transplant, TCMR defined by molecular and conventional features was never observed. We conclude that the main cause of kidney transplant failure is ABMR, which can present even decades after transplantation. In contrast, TCMR disappears by 10 years post-transplant, implying that a state of partial adaptive tolerance emerges over time in the kidney transplant population.


Asunto(s)
Anticuerpos/inmunología , Rechazo de Injerto/diagnóstico , Rechazo de Injerto/inmunología , Trasplante de Riñón/efectos adversos , Linfocitos T/inmunología , Biopsia con Aguja , Distribución de Chi-Cuadrado , Estudios de Cohortes , Europa (Continente) , Femenino , Humanos , Inmunohistoquímica , Estimación de Kaplan-Meier , Trasplante de Riñón/métodos , Trasplante de Riñón/mortalidad , Masculino , Técnicas de Diagnóstico Molecular , América del Norte , Pronóstico , Proteinuria/diagnóstico , Proteinuria/epidemiología , Estudios Retrospectivos , Análisis de Supervivencia , Factores de Tiempo , Receptores de Trasplantes/estadística & datos numéricos , Tolerancia al Trasplante/inmunología
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