| Literature DB >> 29243394 |
M Haas1, A Loupy2, C Lefaucheur3, C Roufosse4, D Glotz3, D Seron5, B J Nankivell6, P F Halloran7, R B Colvin8, Enver Akalin9, N Alachkar10, S Bagnasco11, Y Bouatou2,12, J U Becker13, L D Cornell14, J P Duong van Huyen2, I W Gibson15, Edward S Kraus16, R B Mannon17, M Naesens18, V Nickeleit19, P Nickerson20, D L Segev21, H K Singh19, M Stegall22, P Randhawa23, L Racusen11, K Solez24, M Mengel24.
Abstract
The kidney sessions of the 2017 Banff Conference focused on 2 areas: clinical implications of inflammation in areas of interstitial fibrosis and tubular atrophy (i-IFTA) and its relationship to T cell-mediated rejection (TCMR), and the continued evolution of molecular diagnostics, particularly in the diagnosis of antibody-mediated rejection (ABMR). In confirmation of previous studies, it was independently demonstrated by 2 groups that i-IFTA is associated with reduced graft survival. Furthermore, these groups presented that i-IFTA, particularly when involving >25% of sclerotic cortex in association with tubulitis, is often a sequela of acute TCMR in association with underimmunosuppression. The classification was thus revised to include moderate i-IFTA plus moderate or severe tubulitis as diagnostic of chronic active TCMR. Other studies demonstrated that certain molecular classifiers improve diagnosis of ABMR beyond what is possible with histology, C4d, and detection of donor-specific antibodies (DSAs) and that both C4d and validated molecular assays can serve as potential alternatives and/or complements to DSAs in the diagnosis of ABMR. The Banff ABMR criteria are thus updated to include these alternatives. Finally, the present report paves the way for the Banff scheme to be part of an integrative approach for defining surrogate endpoints in next-generation clinical trials.Entities:
Keywords: classification systems: Banff classification; kidney transplantation/nephrology; molecular biology; pathology/histopathology; rejection; translational research/science
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Year: 2018 PMID: 29243394 PMCID: PMC5817248 DOI: 10.1111/ajt.14625
Source DB: PubMed Journal: Am J Transplant ISSN: 1600-6135 Impact factor: 8.086
Update on active Banff working groups
| Leaders | Issues to address | Group progress/future plans | |
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| TCMR | V. Nickeleit, P. Randhawa | Possible incorporation of i‐IFTA into classification; possible elimination of borderline category; reevaluate thresholds for i and t and possible addition of other findings (eg, edema) to TCMR diagnostic criteria. |
To this point compiled 81 cases of “pure” TCMR with complete clinical/pathologic data sets, and an additional 140 cases with incomplete data. More cases of “pure” TCMR with complete pathologic and clinical data for evidence‐based analysis of TCMR/borderline thresholds are required; these cases need to have documented absence of DSA and sufficient follow‐up. |
| Sensitized | L. Cornell, E. Kraus, S. Bagnasco, C. Schinstock, D. Dadhania |
Define criteria for highly sensitized patients (HS), determine consensus for what personnel and facilities are needed for centers to perform transplantation in HS recipients, standardize the definitions related to management of sensitized transplant recipients. | Survey regarding clinical practice related to highly sensitized patients indicates that:
Clinicians often fail to recognize chronic elements of ABMR (eg, cg >0) Clinicians more likely to consider a diagnosis of chronic, active ABMR if C4d is negative, even if there is no TG, PTCBML, or IFTA The term “acute” (in acute/active ABMR) is confusing to clinicians, and consequently it has been removed from the Banff classification—see Table Further improve communication between pathologists and clinicians regarding reporting of biopsy findings in HS, including the presence of C4d‐negative early ABMR |
| Molecular | M. Mengel, B. Sis |
Develop consensus guidelines for: | Further data from experiences with gene expression analysis applied to FFPE tissue was presented:
the method can reproducibly be applied to almost any FFPE sample in different species multicenter studies are under way or planned for applications in kidney, heart, pancreas, and lung transplantations |
| Electron microscopy | C. Roufosse, H.K. Singh |
Interobserver variability and clinical correlations in cg1a lesions and PTCBML scoring. Potential refinement of PTCBML scoring criteria. |
A survey showed that current Banff guidelines do not provide enough detail regarding when to do EM, and that current guidelines are often not followed due to cost restrictions or limited access to EM How reversible is cg1a? What is the prognostic significance of cg1a compared with that of overt TG? Is there a level of PTCBML, lower than that required to diagnose chronic active ABMR in Banff 2013, that is useful in the diagnosis of early chronic ABMR, and, if so, is this potentially reversible with treatment for ABMR? To create a comprehensive teaching module for TG and PTCBML evaluation and guidelines for diagnosis of ultrastructural changes with a follow‐up test using digital images Multicenter validation of diagnostic criteria and final recommendations |
| Thrombotic microangiopathy (TMA) | M. Afrouzian, J. U. Becker, H. Liapis, S. Seshan |
Establish uniform diagnostic criteria for TMA. |
Survey of 26 centers showed TMA diagnosed in 5%‐10% of biopsy specimens in 42% of centers, <5% in 35%, 10%‐20% in 23% of centers. |
| Recurrent glomerular disease | N. Alachkar, S. Bagnasco |
Establish pathologic guidelines for early recurrence of glomerular diseases, including FSGS, IgA nephropathy, and MPGN/C3GN. |
Biopsy specimens are now collected from 5 centers and preliminary studies confirm IgA nephropathy and FSGS as the most prevalent recurring diseases. |
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Surrogate endpoints | A. Loupy, B. Orandi | Respond to the unmet need raised by the FDA meeting held in Arlington in 2015: build a validated multicenter composite scoring system integrating histopathology with other relevant allograft biomarkers to predict long‐term allograft outcome. |
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HIV+/HIV+ renal transplants | S. Bagnasco |
Are there specific issues/difficulties in diagnosing transplant‐associated pathologic lesions (TCMR, ABMR, others and components of these) in the setting of concurrent HIV‐associated pathology (related to the virus itself and to anti‐retroviral therapy). | Efforts are underway to standardize the histological assessment of HIV‐associated nephropathies in native kidneys (eg, KDIGO). Any scoring of such lesions in transplants should follow the native kidney criteria. Subsequently transplant specific pathologies can be defined. Further efforts of this BWG will focus on working with the native kidney groups on standardizing the HIV‐related pathology scoring. |
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Banff rules and dissimi‐ nation | J. U. Becker, C. Roufosse |
Collation of contents of previous Banff reports in a central web‐based, updatable repository including diagnostic parameters, definitions and rules. |
Finalisation of the collation of current content during a meeting in London, UK in September 2017. |
Revised Banff 2017 classification of antibody‐mediated rejection (ABMR) and T cell–mediated rejection (TCMR) in renal allografts: revisions highlighted in boldface type
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| 1. Histologic evidence of acute tissue injury, including 1 or more of the following:
Microvascular inflammation (g > 0 and/or ptc > 0), in the absence of recurrent or de novo glomerulonephritis, although in the presence of acute TCMR, borderline infiltrate, or infection, ptc ≥ 1 alone is not sufficient and g must be ≥ 1 Intimal or transmural arteritis (v > 0) Acute thrombotic microangiopathy, in the absence of any other cause Acute tubular injury, in the absence of any other apparent cause | |
| 2. Evidence of current/recent antibody interaction with vascular endothelium Linear C4d staining in peritubular capillaries (C4d2 or C4d3 by IF on frozen sections, or C4d > 0 by IHC on paraffin sections) At least moderate microvascular inflammation ([g + ptc] ≥2) in the absence of recurrent or de novo glomerulonephritis, although in the presence of acute TCMR, borderline infiltrate, or infection, ptc ≥ 2 alone is not sufficient and g must be ≥1
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| 3. Serologic evidence of donor‐specific antibodies (DSA to HLA or other antigens). | |
| Chronic active ABMR; all 3 criteria must be met for diagnosis | |
| 1. Morphologic evidence of chronic tissue injury, including 1 or more of the following:
Transplant glomerulopathy (cg >0) if no evidence of chronic TMA or chronic recurrent/de novo glomerulonephritis; includes changes evident by electron microscopy (EM) alone (cg1a) Severe peritubular capillary basement membrane multilayering (requires EM) Arterial intimal fibrosis of new onset, excluding other causes; leukocytes within the sclerotic intima favor chronic ABMR if there is no prior history of TCMR, but are not required | |
| 2. Identical to criterion 2 for active ABMR, above | |
| 3. Identical to criterion 3 for active ABMR, above, including strong recommendation for DSA testing whenever criteria 1 and 2 are met | |
| C4d Staining without Evidence of Rejection; all 4 features must be present for diagnosis | |
| 1. Linear C4d staining in peritubular capillaries (C4d2 or C4d3 by IF on frozen sections, or C4d>0 by IHC on paraffin sections) | |
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| 4. No acute or chronic active TCMR, or borderline changes | |
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| Suspicious (Borderline) for acute TCMR | |
| Foci of tubulitis (t > 0) with minor interstitial inflammation (i0 or i1), or moderate‐severe interstitial inflammation (i2 or i3) with mild (t1) tubulitis; retaining the i1 threshold for borderline with t > 0 is permitted although this must be made transparent in reports and publications | |
| No intimal or transmural arteritis (v = 0) | |
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| Acute TCMR | |
| Grade IA | Interstitial inflammation involving >25% of nonsclerotic cortical parenchyma (i2 or i3) with moderate tubulitis (t2) involving 1 or more tubules, not including tubules that are severely atrophic |
| Grade IB | Interstitial inflammation involving >25% of nonsclerotic cortical parenchyma (i2 or i3) with severe tubulitis (t3) involving 1 or more tubules, not including tubules that are severely atrophic |
| Grade IIA | Mild to moderate intimal arteritis (v1), with or without interstitial inflammation and/or tubulitis |
| Grade IIB | Severe intimal arteritis (v2), with or without interstitial inflammation and/or tubulitis |
| Grade III | Transmural arteritis and/or arterial fibrinoid necrosis of medial smooth muscle with accompanying mononuclear cell intimal arteritis (v3), with or without interstitial inflammation and/or tubulitis |
| Chronic Active TCMR | |
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Updates from Banff 20151 are indicated in boldface type.
It should be noted that these arterial lesions may be indicative of ABMR, TCMR, or mixed ABMR/TCMR. “v” lesions and chronic allograft arteriopathy are only scored in arteries having a continuous media with ≥2 smooth muscle layers.
Lesions of chronic active ABMR can range from primarily active lesions with early transplant glomerulopathy (TG) evident only by EM (cg1a) to those with advanced TG and other chronic changes in addition to active microvascular inflammation. For biopsy specimens showing TG and/or peritubular capillary basement membrane multilayering in the absence of evidence of current/recent antibody interaction with the endothelium (criterion 2) but with a prior documented diagnosis of active or chronic active ABMR or documented prior evidence of DSA, the term “chronic ABMR” should be applied.
Indicates ≥7 layers in 1 cortical peritubular capillary and ≥5 in 2 additional capillaries, avoiding portions cut tangentially.
The clinical significance of these findings may be quite different in grafts exposed to anti–blood group antibodies (ABO‐incompatible allografts), where they do not appear to be injurious to the graft and may represent accommodation. However, with anti‐HLA antibodies, such lesions may progress to chronic ABMR, and more outcome data are needed.
A severely atrophic tubule is defined as one with each of the following 3 features: a diameter <25% of that of unaffected or minimally affected tubules on the biopsy, an undifferentiated‐appearing, cuboidal or flattened epithelium, and pronounced wrinkling and/or thickening of the tubular basement membrane.
Banff recommendations on best practice for pathology and molecular endpoints in clinical trials
| A. Banff recommendations on best practices for pathology endpoints in clinical trials |
| Pathologists to participate in the design and choice of endpoints |
| Panel of pathologists (3 optimal to avoid a tie) |
| Adjudication mechanism (how discordance between pathologists is addressed) |
| Whole slide digital images for centralized slide review |
| Auditable assessments (scoring that can be reviewed and audited externally) |
| Granular scoring (detailed phenotyping and lesions scoring considered for end‐points) |
| Quantitate changes (use of continuous scores and percentages rather than semi‐quantitative scoring) |
| Centralized processing of ancillary testing, eg IHC stains |
| B. Banff recommendations on best practices for molecular endpoints in clinical trials |
| The primary effort should be on applying molecular studies to biopsies |
| Large Reference data sets should be well annotated |
| High reproducibility/replication of assays |
| Pathogenesis based transcript strategy appears useful and can be completed by classifier approaches (no single gene test is specific) |
| Centralized testing advantageous for multi‐center trials molecular analysis |
| Proper methodological approaches are needed (for both assay performance and data analysis, ...) Adds statistical power, potentially reducing sample size and costs |
| Quality Assurance is mandatory (inter‐laboratory, inter‐platform and inter‐assay reproducibility; development of standardized positive and negative controls and quantitative diagnostic reference standard) |
Prime gene list of published studies in kidney transplantation and related diagnoses. Courtesy by Dr. Robert Colvin (Massachusetts General Hospital) and Dr. Alexandre Loupy (Paris Translational Research Center for Organ Transplantation INSERM U970)
References for gene lists
| ABMR—Adam | Multiplexed color‐coded probe‐based gene expression assessment for clinical molecular diagnostics in formalin‐fixed paraffin‐embedded human renal allograft tissue. Adam B, Afzali B, Dominy KM, Chapman E, Gill R, Hidalgo LG, Roufosse C, Sis B, Mengel M. Clin Transplant. 2016 Mar;30(3):295‐305. |
| ABMR—Halloran | Molecular diagnosis of antibody‐mediated rejection in human kidney transplants. Sellarés J, Reeve J, Loupy A, Mengel M, Sis B, Skene A, de Freitas DG, Kreepala C, Hidalgo LG, Famulski KS, Halloran PF. Am J Transplant. 2013 Apr;13(4):971‐83. |
| ABMR—Venner | The molecular landscape of antibody‐mediated kidney transplant rejection: evidence for NK involvement through CD16a Fc receptors. Venner JM, Hidalgo LG, Famulski KS, Chang J, Halloran PF. Am J Transplant. 2015 May;15(5):1336‐48. |
| ABMR—Roufosse | Use of quantitative real time polymerase chain reaction to assess gene transcripts associated with antibody‐mediated rejection of kidney transplants. Dominy KM, Roufosse C, de Kort H, Willicombe M, Brookes P, Behmoaras JV, Petretto EG, Galliford J, Choi P, Taube D, Cook HT, Mclean AG. Transplantation. 2015 Sep;99(9):1981‐8. |
| DSAST—Halloran (donor‐specific antibody–associated transcripts) | NK cell transcripts and NK cells in kidney biopsies from patients with donor‐specific antibodies: evidence for NK cell involvement in antibody‐mediated rejection. Hidalgo LG, Sis B, Sellares J, Campbell PM, Mengel M, Einecke G, Chang J, Halloran PF. Am J Transplant. 2010 Aug;10(8):1812‐22. |
| C5‐Inh Responds‐Lefaucheur/Loupy (complement component 5 inhibition treatment response–associated transcripts) | Complement‐activating anti‐HLA antibodies in kidney transplantation: allograft gene expression profiling and response to treatment. J Am Soc Nephrol. 2017 Oct 17. Lefaucheur C, Viglietti D, Hidalgo LG, Ratner LE, Bagnasco SM, Batal I, Aubert O, Orandi BJ, Oppenheimer F, Bestard O, Rigotti P, Reisaeter AV, Kamar N, Lebranchu Y, Duong Van Huyen JP, Bruneval P, Glotz D, Legendre C, Empana JP, Jouven X, Segev DL, Montgomery RA, Zeevi A, Halloran PF, Loupy A. J Am Soc Nephrol. 2017 Oct 17. |
| TCMR—Sellares | Molecular diagnosis of T cell‐mediated rejection in human kidney transplant biopsies. Reeve J, Sellarés J, Mengel M, Sis B, Skene A, Hidalgo L, de Freitas DG, Famulski KS, Halloran PF. Am J Transplant. 2013 Mar;13(3):645‐55. |
| TCMR—Halloran | Real Time Central Assessment of Kidney Transplant Indication Biopsies by Microarrays: The INTERCOMEX Study. Halloran PF, Reeve J, Akalin E, Aubert O, Bohmig GA, Brennan D, Bromberg J, Einecke G, Eskandary F, Gosset C, Duong Van Huyen JP, Gupta G, Lefaucheur C, Malone A, Mannon RB, Seron D, Sellares J, Weir M, Loupy A. Am J Transplant. 2017 Nov;17(11):2851‐2862. |
| TCMR—Venner | Molecular landscape of T cell‐mediated rejection in human kidney transplants: prominence of CTLA4 and PD ligands. Venner JM, Famulski KS, Badr D, Hidalgo LG, Chang J, Halloran PF. Am J Transplant. 2014 Nov;14(11):2565‐76. |
| Common rejection module (CRM)—Sarwal | A common rejection module (CRM) for acute rejection across multiple organs identifies novel therapeutics for organ transplantation. Khatri P, Roedder S, Kimura N, De Vusser K, Morgan AA, Gong Y, Fischbein MP, Robbins RC, Naesens M, Butte AJ, Sarwal MM. J Exp Med. 2013 Oct 21;210(11):2205‐21. |
| Constant of rejection—National Institutes of Health | The immunologic constant of rejection. Wang E, Worschech A, Marincola FM. Trends Immunol. 2008 Jun;29(6):256‐62. |
| Exhaustion—Wherry | Molecular and cellular insights into T cell exhaustion. Wherry EJ, Kurachi M. Nat Rev Immunol. 2015 Aug;15(8):486‐99. |
| Tolerance (blood)—Rebolo‐Mesa | Biomarkers of tolerance in kidney transplantation: are we predicting tolerance or response to immunosuppressive treatment? Rebollo‐Mesa I, Nova‐Lamperti E, Mobillo P, Runglall M, Christakoudi S, Norris S, Smallcombe N, Kamra Y, Hilton R; Indices of Tolerance EU Consortium, Bhandari S, Baker R, Berglund D, Carr S, Game D, Griffin S, Kalra PA, Lewis R, Mark PB, Marks S, Macphee I, McKane W, Mohaupt MG, Pararajasingam R, Kon SP, Serón D, Sinha MD, Tucker B, Viklický O, Lechler RI, Lord GM, Hernandez‐Fuentes MP. Am J Transplant. 2016 Dec;16(12):3443‐3457. |
| GoCar—O'Connell (Genomics of Chronic Allograft Rejection study) | Biopsy transcriptome expression profiling to identify kidney transplants at risk of chronic injury: a multicentre, prospective study O'Connell PJ, Zhang W, Menon MC, Yi Z, Schröppel B, Gallon L, Luan Y, Rosales IA, Ge Y, Losic B, Xi C, Woytovich C, Keung KL, Wei C, Greene I, Overbey J, Bagiella E, Najafian N, Samaniego M, Djamali A, Alexander SI, Nankivell BJ, Chapman JR, Smith RN, Colvin R, Murphy B. Lancet. 2016 Sep 3;388(10048):983‐93. |
| CADI progression—Menon (chronic allograft damage index–associated transcripts) | Intronic locus determines SHROOM3 expression and potentiates renal allograft fibrosis. Menon MC, Chuang PY, Li Z, Wei C, Zhang W, Luan Y, Yi Z, Xiong H, Woytovich C, Greene I, Overbey J, Rosales I, Bagiella E, Chen R, Ma M, Li L, Ding W, Djamali A, Saminego M, O'Connell PJ, Gallon L, Colvin R, Schroppel B, He JC, Murphy B. J Clin Invest. 2015 Jan;125(1):208‐21. |
| AKI—Einecke (acute kidney injury–associated transcripts) | Molecular phenotypes of acute kidney injury in kidney transplants. Famulski KS, de Freitas DG, Kreepala C, Chang J, Sellares J, Sis B, Einecke G, Mengel M, Reeve J, Halloran PF. J Am Soc Nephrol. 2012 May;23(5):948‐58. |
| eGFR later—Vitalone (estimated glomerular filtration rate–associated transcripts) | Transcriptional profiling of belatacept and calcineurin inhibitor therapy in renal allograft recipients. Vitalone MJ, Ganguly B, Hsieh S, Latek R, Kulbokas EJ, Townsend R, Sarwal MM. Am J Transplant. 2014 Aug;14(8):1912‐21. |
| Mast cells—Mengel (mast cell transcripts associated with IFTA) | Molecular correlates of scarring in kidney transplants: the emergence of mast cell transcripts. Mengel M, Reeve J, Bunnag S, Einecke G, Sis B, Mueller T, Kaplan B, Halloran PF. Am J Transplant. 2009 Jan;9(1):169‐78. |
| Plasma cell—Einecke (plasma cell–associated transcripts) | Expression of B cell and immunoglobulin transcripts is a feature of inflammation in late allografts. Einecke G, Reeve J, Mengel M, Sis B, Bunnag S, Mueller TF, Halloran PF. Am J Transplant. 2008 Jul;8(7):1434‐43. |
| TOLs—Colvin (tolerance‐associated transcripts) | RNA expression profiling of non‐human primate renal allograft rejection identifies tolerance. Smith RN, Matsunami M, Adam BA, Rosales IA, Oura T, Cosimi AB, Kawai T, Mengel M, Colvin RB. Am J Transplant 2017 In press. |
| Virus (virus‐specific transcripts: BK, cytomegalovirus, Epstein–Barr virus) | Unpublished |
ABMR, antibody‐mediated rejection; TCMR, T cell–mediated rejection.
Also contains housekeeping genes.
Figure 1Representative cases of chronic active T cell–mediated rejection, grades 1A (A, B) and 1B (C, D). Each biopsy specimen shows widespread interstitial inflammation (mainly lymphocytes in A and B; lymphocytes with plasma cells in C and D) with accompanying interstitial edema in areas of the cortex with interstitial fibrosis and tubular atrophy (i‐IFTA score 3). Both biopsy specimens also show tubulitis involving tubules with mild to moderate atrophic changes; this tubulitis is moderate (t2) in A and B and severe (t3) in C and D. There was also mild tubulitis (t1) in nonatrophic tubules in both biopsy specimens, and each specimen also had a total inflammation (ti) score of 2, although this cannot be determined from the photomicrographs. While both biopsy specimens show considerable edema associated with the inflammation, there is also interstitial fibrosis in these areas as is most evident from the darker staining areas of the interstitium in B and D. The yellow arrows indicate tubules with tubulitis; the tubules so indicated are the same tubules in the low‐power and corresponding high‐power photomicrographs (A, B; C, D). Jones methenamine silver stain; original magnification 100× (A, C) or 400× (B, D; scale bars in A and C indicate 50 µm)
Figure 2Three renal allograft biopsies specimens showing inflammation in areas of interstitial fibrosis and tubular atrophy (i‐IFTA) with varying densities of interstitial fibrosis and degrees of interstitial inflammation, edema, and tubulitis, using 3 different histologic stains. The biopsy specimen in A‐C shows dense interstitial fibrosis but also widespread and focally heavy inflammation in the sclerotic interstitium (i‐IFTA 3) with tubulitis involving several mildly to moderately atrophic tubules, up to score t3 (arrow, B). The biopsy specimen in D‐F also shows dense interstitial fibrosis, but milder inflammation. Although the inflammation in D‐F is fairly diffuse, this was not true in other areas of cortex with fibrosis, and the i‐IFTA score on this biopsy was 2. In addition, there is only mild tubulitis (t1), and as such, this biopsy specimen did not meet criteria for chronic active T cell–mediated rejection. In the biopsy specimen in G‐I, the interstitial fibrosis is focally dense and focally less so with interstitial edema, as is most evident on the trichrome stain in I. There is more variable inflammation (overall i‐IFTA score was 2), although t2 tubulitis is evident in a mildly atrophic tubule (arrow, G). Hematoxylin and eosin (H&E; A, D, G), periodic acid–Schiff (PAS; B, E, H), and Masson trichrome (C, F, I) stains; original magnification 200× (all panels). The scale bar at the bottom right of each panel indicates 50 µm
Recommended indications for use of molecular diagnostics in renal allograft biopsy diagnosis
| Histology/Banff scores/serology | Differential diagnosis | Possible molecular test |
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Mild MVI (g + ptc = 1) | ABMR vs no ABMR |
ABMR classifier |
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Moderate to severe peritubular capillaritis (ptc ≥2) | Pure TCMR/borderline vs mixed ABMR + TCMR/borderline |
ABMR classifier |
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Moderate to severe MVI (g + ptc ≥2) | ABMR vs no ABMR |
ABMR classifier |
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No MVI (g + ptc = 0) | ABMR vs no ABMR |
ABMR classifier |
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MVI (g + ptc > 0); C4d positive | ABMR vs no ABMR |
ABMR classifier |
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TG (cg > 0) | Purely chronic ABMR or no ABMR vs chronic active ABMR |
ABMR classifier |
| Borderline infiltrate | TCMR vs no TCMR | TCMR classifier |
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Isolated arteritis (no MVI or TCMR) | TCMR vs ABMR vs mixed rejection vs no rejection |
ABMR classifier |
ABMR, antibody‐mediated rejection; ABO, blood group antigens; cg, Banff chronic glomerulopathy score; DSA, donor‐specific antibody; DSAST, donor‐specific antibody specific transcript; g, Banff glomerulitis score; MVI, microvascular inflammation; ptc, Banff peritubular capillaritis score; TCMR, T cell–mediated rejection; TG, transplant glomerulopathy.