Evidence map›Paper›PMID 42582410›Full record

ReviewFrontiers in transplantation2026

Graft quality assessment during machine perfusion in liver transplantation: a review of current evidence and emerging strategies.

Francisco Calderon Novoa, Franklin Gorospe, Nazia Selzner, Markus Selzner

Abstract readReview
In one paragraph

Review in Frontiers 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
–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

4 authors.

Francisco Calderon NovoaMulti-Organ Transplant Program, University Health Network/Toronto General Hospital, Toronto, ON, Canada.
Franklin GorospePerioperative Services, University Health Network, Faculty of Community Services, Toronto Metropolitan University, Toronto, ON, Canada.
Nazia SelznerMulti-Organ Transplant Program, University Health Network/Toronto General Hospital, Toronto, ON, Canada.
Markus SelznerMulti-Organ Transplant Program, University Health Network/Toronto General Hospital, Toronto, ON, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Machine perfusion (MP) has transformed liver transplantation by enabling organ reconditioning, extending preservation times, and providing a dynamic platform for graft quality assessment. The ability to evaluate organ viability represents one of the most clinically impactful applications of this technology. As different perfusion modalities develop, distinct strategies have emerged to characterize graft viability. However, despite the growing evidence, significant heterogeneity remains in the parameters and thresholds employed, varying between each MP modality, as well as between centers. This review provides a comprehensive and critical synthesis of available evidence on viability assessment during each perfusion modality, and discusses promising new strategies in the race to the holy grail of viability assessment: prevention of both primary non-function (PNF) as well as the prediction of ischemic cholangiopathy (IC), so as to achieve tangible benefits in patient-centered outcomes.

Indexed as

hypothermic machine perfusion (HMP)liver transplantationmachine perfusion (MP)normothermic machine perfusion (NMP)organ preservationviability assessment

Identifiers

PMID42582410
PMCPMC13457723

What OpenQuestion holds

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LicenceCC BY
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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.