Evidence map›Paper›PMID 41615413›Full record

ArticleTransplantation2026

Untargeted Plasma Proteomic Signatures and Late Graft Failure in Kidney Transplant Recipients.

Naser B N Shehab, Siawosh K Eskandari, Tamas Szili-Torok, Alen Faiz, Eline A van der Ploeg, Alejandro S Brotons, Greta J Teitsma, C Tji Gan, Janette K Burgess, Thomas Cremers and 5 more

Abstract read
In one paragraph

Article in Transplantation, 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
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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

15 authors.

Naser B N ShehabDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Siawosh K EskandariDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Tamas Szili-TorokDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Alen FaizRespiratory Bioinformatics and Molecular Biology (RBMB), School of Life Sciences, University of Technology Sydney, Sydney, NSW, Australia.
Eline A van der PloegUniversity of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Alejandro S BrotonsDepartment of Analytical Biochemistry, Faculty of Science and Engineering, University of Groningen, the Netherlands.
Greta J TeitsmaDepartment of Pathology and Medical Biology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
C Tji GanUniversity of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Janette K BurgessUniversity of Groningen, University Medical Center Groningen, Groningen Research Institute for Asthma and COPD (GRIAC), Groningen, the Netherlands.
Thomas CremersDepartment of Analytical Biochemistry, Faculty of Science and Engineering, University of Groningen, the Netherlands.
Jamil R AzziDepartment of Internal Medicine, Transplantation Research Center, Division of Nephrology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Martin H de BorstDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.
Kerstin BunteIntelligent Systems Group, Faculty of Science Engineering, Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, the Netherlands.
Péter HorvatovichDepartment of Analytical Biochemistry, Faculty of Science and Engineering, University of Groningen, the Netherlands.
Stephan J L BakkerDepartment of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands.

Funding

Chiesi Pharmaceuticals PA-SP/PRJ-2020-9136Dutch Research Council (NWO) 184.034.019Stichting AstmaBestrijding 2019/011
6 · The paper itself

Abstract

backgroundLong-term kidney graft monitoring still relies on delayed clinical indicators such as eGFR and proteinuria, which change only after substantial injury. To investigate biological processes not captured by standard metrics, we hypothesized that plasma proteomics could identify biomarkers and reveal the pathways underlying the pathological process, thereby providing independent prognostic value for late graft failure.

methodsIn this retrospective matched case-control study, we analyzed pre-event plasma samples from 29 kidney transplant recipients who later experienced late, death-censored graft failure (DCGF; occurring ≥1 y posttransplant) and 49 matched recipients without DCGF from the TransplantLines Biobank. We quantified 800 proteins by label-free liquid chromatography with tandem spectrometry, followed by differential expression analysis and survival-related feature selection. Independent survival markers were evaluated using random survival forests. Biological context was analyzed via STRING network and enrichment analyses.

resultsThe cohort (n = 78) had a baseline age of 49.8 ± 14.1 y and estimated glomerular filtration rate of 36.9 ± 13.2 mL/min/1.73 m 2 . Median time between transplantation and baseline was 2.7 (0.7-7.8) y with 4.6 (2.1-5.8) y of follow-up. Seventeen proteins differed at baseline between cases and controls, including HLA-A and lipopolysaccharide-binding protein. Feature selection identified a 113-protein signature enriched in lipid metabolism, coagulation, and immunity. This signature provided significant prognostic value independent of clinical parameters such as estimated glomerular filtration rate and proteinuria (C-index 0.878 versus 0.851, P  < 0.001). After accounting for confounders, apolipoprotein L1 and C1 were the most prominent.

conclusionsProteomic profiling may provide novel biological insights into the pathogenesis of DCGF and may complement existing clinical metrics.

Indexed as

Blood ProteinsGraft RejectionKidney TransplantationProteomicsAdultBiomarkersCase-Control StudiesFemaleGlomerular Filtration RateGraft SurvivalHumansMaleMiddle AgedPredictive Value of TestsRetrospective StudiesRisk FactorsBiomarkersBlood Proteins

Identifiers

PMID41615413
PMCPMC13105544

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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.