Evidence map›Paper›PMID 41404547›Full record

ArticleTransplantation direct2026

Biopsy and Blood Gene Expression Distinguish Injury, Subclinical and Clinical Rejection in Kidney Transplant Recipients.

Sunil M Kurian, Christabel N Rebello, Sook Hyeon Park, Raymond L Heilman, Emilio D Poggio, Michael M Abecassis, Christopher L Marsh, John J Friedewald

Abstract read
In one paragraph

Article in Transplantation direct, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Sunil M KurianScripps Clinic Biorepository and Bioinformatics Core, Scripps Health, La Jolla, CA.ORCID https://orcid.org/0000-0002-7782-7263
Christabel N RebelloComprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL.
Sook Hyeon ParkComprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL.
Raymond L HeilmanDivision of Medicine, Mayo Clinic Arizona, Phoenix, AZ.
Emilio D PoggioDepartment of Nephrology and Hypertension, Glickman Urological and Kidney Institute, Cleveland Clinic, Cleveland, OH.
Michael M AbecassisDepartment of Surgery, University of Arizona College of Medicine, Tucson, AZ.
Christopher L MarshScripps Clinic Biorepository and Bioinformatics Core, Scripps Health, La Jolla, CA.
John J FriedewaldComprehensive Transplant Center, Feinberg School of Medicine, Northwestern University, Chicago, IL.

Funding

Noninvasive Markers and Transplant Outcome in HumansU01AI063594 · NIAID · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HEEGER, PETER SCOTT · 2004 to 2022
$66.5M
Quantitative Biology CoreU19AI063603 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI ABECASSIS, MICHAEL M · 2004 to 2015
$26.4M
Coordinating Center for Organ Transplant Clinical Trials (U01)U01AI088635 · NIAID · RHO FEDERAL SYSTEMS DIVISION, INC. · PI IKLE, DAVID N. · 2010 to 2014
$18.8M
Proteogenomics for Organ Transplantation: Prediction, Diagnosis, InterventionU01AI084146 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ABECASSIS, MICHAEL M · 2009 to 2013
$10.5M
Effectiveness, Safety and Value of Integrating Molecular Diagnostics into the Post-Transplant Management of Kidney Transplant Recipients - The Next Frontier of Biomarker ResearchR34AI118493 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ABECASSIS, MICHAEL M · 2015 to 2015
$280k
NIAID NIH HHS R34 AI118493NIAID NIH HHS U01 AI063594NIAID NIH HHS U01 AI084146NIAID NIH HHS U01 AI088635NIAID NIH HHS U19 AI063603
6 · The paper itself

Abstract

Background: Long-term outcomes in kidney transplantation remain suboptimal, with subclinical acute rejection (subAR) frequently going undetected by conventional methods. We hypothesized that subAR represents a molecular precursor to clinical acute rejection (cAR). Leveraging a large National Institutes of Health-funded cohort with matched kidney tissue and peripheral blood samples, our primary objective was to determine whether subAR and cAR share molecular patterns, establishing subAR as an early stage of cAR. As a secondary aim, we compared biopsy and blood gene expression profiles to identify unique and shared pathways and to assess their diagnostic utility. Methods: This was a retrospective analysis of gene expression data from an observational clinical trial. We analyzed 578 blood and biopsy samples from 129 kidney transplant recipients enrolled in a multicenter observational study. Gene expression differences were analyzed using ANOVA with false discovery rate correction and molecular pathways analysis. Samples were matched and classified based on histologic findings and blood-based molecular diagnostics. Results: Gene expression and pathway analyses revealed that subAR exhibits a molecular profile consistent with a milder form of clinical rejection in both tissue and blood. Molecular signatures distinguished immune-mediated injury from nonimmune injury. Notably, tissue gene expression profiling in cases that were misclassified by peripheral blood diagnostics were like correctly classified cases, suggesting that histology alone may not reliably define true clinical phenotypes. Conclusions: Molecular profiling of tissue and blood reflects distinct but complementary aspects of transplant biology and confirms that subAR and cAR share overlapping molecular profiles, supporting the hypothesis that subAR represents an early stage in the progression toward clinical rejection. These findings highlight the limitations of relying solely on histological evaluation and support the use of molecular tissue profiling as an adjunct to histology, particularly in diagnostically ambiguous cases. Molecular profiling provides a supporting framework for identifying subclinical rejection and guiding personalized immunosuppression to improve long-term outcomes.

Identifiers

PMID41404547
PMCPMC12705056

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.