Evidence map›Paper›PMID 35986069›Full record

ArticleScientific reports2022

Alterations in the kallikrein-kinin system predict death after heart transplant.

Nicholas P Giangreco, Guillaume Lebreton, Susan Restaino, Maryjane Farr, Emmanuel Zorn, Paolo C Colombo, Jignesh Patel, Rajesh Kumar Soni, Pascal Leprince, Jon Kobashigawa and 2 more

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.4field-weighted citation impact, top 41% of its field
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

3 citing papers in PubMed, 6 citations in OpenAlex.

  1. Recipient plasma metabolomics as a predictor of heart transplant severe primary graft dysfunction.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2026
    Article
  2. Review
  3. Review
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

12 authors at 6 institutions in 2 countries.

Nicholas P GiangrecoDepartments of Systems Biology, Biomedical Informatics, and Medicine, Columbia University, New York, NY, USA.
Guillaume LebretonChirurgie Thoracique et Cardiovasculaire, Pitíe-Salpetriere University Hospital, Paris, France.
Susan RestainoDepartment of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA.
Maryjane FarrDepartment of Medicine, Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Emmanuel ZornCenter for Translational Immunology, Columbia University Irving Medical Center, New York, NY, USA.
Paolo C ColomboDepartment of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA.
Jignesh PatelCedars-Sinai Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
Rajesh Kumar SoniProteomics and Macromolecular Crystallography Shared Resource, Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
Pascal LeprinceChirurgie Thoracique et Cardiovasculaire, Pitíe-Salpetriere University Hospital, Paris, France.
Jon KobashigawaCedars-Sinai Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA.
Nicholas P TatonettiDepartments of Systems Biology, Biomedical Informatics, and Medicine, Columbia University, New York, NY, USA.
Barry M FineDepartment of Medicine, Division of Cardiology, Columbia University Irving Medical Center, New York, NY, USA. bmf2002@cumc.columbia.edu.
Columbia University Irving Medical Center · USCedars-Sinai Medical Center · USColumbia University · USPitié-Salpêtrière Hospital · FRSorbonne Université · FRThe University of Texas Southwestern Medical Center · US

Funding

Clinical and Translational Science AwardUL1TR001873 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI REILLY, MUREDACH P · 2016 to 2025
$99.0M
Precision Pharmacology and Pharmacovigilance: Leveraging AI to address drug safety knowledge gapsR35GM131905 · NIGMS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Nicholas P Tatonetti · 2019 to 2026
$3.3M
The STK25 Signaling Pathway in Human Cardiac CellsK08HL140201 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FINE, BARRY M. · 2018 to 2022
$831k
NCATS NIH HHS UL1 TR001873NHLBI NIH HHS K08 HL140201NHLBI NIH HHS K08HL140201NIGMS NIH HHS R35 GM131905NIGMS NIH HHS R35GM131905
6 · The paper itself

Abstract

Heart transplantation remains the definitive treatment for end stage heart failure. Because availability is limited, risk stratification of candidates is crucial for optimizing both organ allocations and transplant outcomes. Here we utilize proteomics prior to transplant to identify new biomarkers that predict post-transplant survival in a multi-institutional cohort. Microvesicles were isolated from serum samples and underwent proteomic analysis using mass spectrometry. Monte Carlo cross-validation (MCCV) was used to predict survival after transplant incorporating select recipient pre-transplant clinical characteristics and serum microvesicle proteomic data. We identified six protein markers with prediction performance above AUROC of 0.6, including Prothrombin (F2), anti-plasmin (SERPINF2), Factor IX, carboxypeptidase 2 (CPB2), HGF activator (HGFAC) and low molecular weight kininogen (LK). No clinical characteristics demonstrated an AUROC > 0.6. Putative biological functions and pathways were assessed using gene set enrichment analysis (GSEA). Differential expression analysis identified enriched pathways prior to transplant that were associated with post-transplant survival including activation of platelets and the coagulation pathway prior to transplant. Specifically, upregulation of coagulation cascade components of the kallikrein-kinin system (KKS) and downregulation of kininogen prior to transplant were associated with survival after transplant. Further prospective studies are warranted to determine if alterations in the KKS contributes to overall post-transplant survival.

Indexed as

Heart TransplantationKallikrein-Kinin SystemBlood CoagulationHumansKininogensProteomicsKininogens

Identifiers

PMID35986069
PMCPMC9391369
OpenAlexW4292363516

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.