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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Transpl. Int.</journal-id>
<journal-title-group>
<journal-title>Transplant International</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Transpl. Int.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1432-2277</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">16653</article-id>
<article-id pub-id-type="doi">10.3389/ti.2026.16653</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The perfused liver utilisation study (PLUS): challenges and innovation in the evaluation of an emerging technology</article-title>
<alt-title alt-title-type="left-running-head">Knight et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/ti.2026.16653">10.3389/ti.2026.16653</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Knight</surname>
<given-names>Simon Robert</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1556172"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thomas</surname>
<given-names>Helen L.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3580119"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brown</surname>
<given-names>Rosemary</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brown</surname>
<given-names>Charlie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Brusby</surname>
<given-names>Kerrie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Arbon</surname>
<given-names>Emily</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Silsby</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Newton</surname>
<given-names>Alice</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mehew</surname>
<given-names>Jennifer</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3406675"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Iqbal</surname>
<given-names>Aleema</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Keen</surname>
<given-names>Katie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bahar</surname>
<given-names>Syeda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Watson</surname>
<given-names>Christopher</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2080926"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Davidson</surname>
<given-names>Brian</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nasralla</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ceresa</surname>
<given-names>Carlo</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fiore</surname>
<given-names>Barbara</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sherif</surname>
<given-names>Ahmed E.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1715150"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wilson</surname>
<given-names>Colin</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mahendran</surname>
<given-names>Balaji</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pollok</surname>
<given-names>Joerg-Matthias</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mateos</surname>
<given-names>Rebeca S.</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jassem</surname>
<given-names>Wayel</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1639376"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gaurav</surname>
<given-names>Rohit</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oniscu</surname>
<given-names>Gabriel C.</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1438921"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marshall</surname>
<given-names>Craig</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hann</surname>
<given-names>Angus</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ravikumar</surname>
<given-names>Reena</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Coussios</surname>
<given-names>Constantin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Friend</surname>
<given-names>Peter J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1424222"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>University of Oxford</institution>, <city>Oxford</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>NHS Blood and Transplant</institution>, <city>Bristol</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>University of Cambridge</institution>, <city>Cambridge</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>University College London</institution>, <city>London</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Royal Free London NHS Foundation Trust</institution>, <city>London</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff6">
<label>6</label>
<institution>Leeds Teaching Hospitals NHS Trust</institution>, <city>Leeds</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff7">
<label>7</label>
<institution>NHS Lothian</institution>, <city>Edinburgh</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff8">
<label>8</label>
<institution>Newcastle Upon Tyne Hospitals NHS Foundation Trust</institution>, <city>Newcastle uponTyne</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff9">
<label>9</label>
<institution>University Hospitals Birmingham NHS Foundation Trust</institution>, <city>Birmingham</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff10">
<label>10</label>
<institution>King&#x2019;s College London</institution>, <city>London</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff11">
<label>11</label>
<institution>Cambridge University Hospitals NHS Foundation Trust</institution>, <city>Cambridge</city>, <country country="GB">United Kingdom</country>
</aff>
<aff id="aff12">
<label>12</label>
<institution>Karolinska Institutet</institution>, <city>Stockholm</city>, <country country="SE">Sweden</country>
</aff>
<aff id="aff13">
<label>13</label>
<institution>Organox Limited</institution>, <city>Oxford</city>, <country country="GB">United Kingdom</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Simon Robert Knight, <email xlink:href="mailto:simon.knight@nds.ox.ac.uk">simon.knight@nds.ox.ac.uk</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-09-08">
<day>08</day>
<month>09</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>39</volume>
<elocation-id>16653</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>03</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>07</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>07</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Knight, Thomas, Brown, Brown, Brusby, Arbon, Silsby, Newton, Mehew, Iqbal, Keen, Bahar, Watson, Davidson, Nasralla, Ceresa, Fiore, Sherif, Wilson, Mahendran, Pollok, Mateos, Jassem, Gaurav, Oniscu, Marshall, Hann, Ravikumar, Coussios and Friend.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Knight, Thomas, Brown, Brown, Brusby, Arbon, Silsby, Newton, Mehew, Iqbal, Keen, Bahar, Watson, Davidson, Nasralla, Ceresa, Fiore, Sherif, Wilson, Mahendran, Pollok, Mateos, Jassem, Gaurav, Oniscu, Marshall, Hann, Ravikumar, Coussios and Friend</copyright-holder>
<license>
<ali:license_ref start_date="2026-09-08">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Previous studies suggest that donor liver normothermic machine perfusion (NMP) reduces injury and enables functional assessment, resulting in an increase in utilisation. The PLUS study was designed to assess the impact of NMP availability on utilisation of livers at high risk of non-use. Using a threshold-crossing design, functional utilisation was assessed in a real-world retrospective registry-based control cohort. A predetermined efficacy threshold was set, and a prospective cohort was recruited in all UK liver transplant centres with NMP made available for all livers at high risk of non-utilisation. Availability of NMP resulted in a significant increase in functional utilisation (OR: 1.26, 95% CI: 1.04&#x2013;1.53), but this did not exceed the pre-determined efficacy threshold. The threshold was exceeded in the subgroup of donation after circulatory death (DCD) livers, although this increase was reduced with adjustment for the use of normothermic regional perfusion. NMP was used in only 31% of retrieved livers, with variation between centres. The benefit of having NMP available was less than anticipated, likely due to low use in some centres associated with staff availability. Provision of NMP as a service, or centralisation of NMP use in assessment and recovery centres, may improve uptake.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<fig>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ti-39-16653-abs.tif" position="anchor">
<alt-text content-type="machine-generated">Infographic summarizing the Perfused Liver Utilisation Study (PLUS), presenting objectives, method, cohorts, and findings on normothermic machine perfusion (NMP) in UK liver transplant centers. Key findings include increased functional liver use, but below the targeted efficacy threshold, with greatest impact in donation after circulatory death (DCD) livers and variable NMP adoption. Future suggestions include NMP centralization to improve effectiveness.</alt-text>
</graphic>
</fig>
</p>
</abstract>
<kwd-group>
<kwd>clinical study</kwd>
<kwd>liver transplantation</kwd>
<kwd>normothermic machine perfusion</kwd>
<kwd>organ utilization</kwd>
<kwd>threshold crossing</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>National Institute for Health and Care Research</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100000272</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp1">NIHR201003</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was funded by a grant from the National Institute for Health and Care Research (NIHR) Invention for Innovation (i4i), reference NIHR201003. OrganOx Ltd. was a commercial partner on the funding application, but had no direct involvement in the design, conduct or reporting of this investigator-led study.</funding-statement>
</funding-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="23"/>
<page-count count="13"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Liver transplant numbers in the UK have remained largely static over the past 10&#xa0;years, whilst the number of patients waiting for liver transplantation has increased by 11% [<xref ref-type="bibr" rid="B1">1</xref>]. Around 70 patients die on the UK liver transplant waiting list each year. Only 57% of offered livers are transplanted, largely due to an increasing proportion of &#x2018;high-risk&#x2019; organs and the lack of reliable preoperative viability assessment [<xref ref-type="bibr" rid="B2">2</xref>]. This is not just a UK phenomenon &#x2013; this discrepancy between supply and demand is an international concern.</p>
<p>This organ shortage has led to increased interest in interventions with the potential to increase organ utilisation. Machine perfusion, either <italic>in-situ</italic> (normothermic regional perfusion; NRP) or <italic>ex-situ</italic> (normothermic or hypothermic machine perfusion) offers potential for reconditioning and functional assessment prior to transplant [<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>]. There is an increasing view that the ability to assess function <italic>ex-situ</italic> by means of normothermic machine perfusion (NMP) may improve confidence in transplanting more marginal organs, improving utilisation.</p>
<p>Randomised controlled trials comparing NMP to static cold storage (SCS) have shown reduced early allograft dysfunction with lower incidence of reperfusion injury, especially for higher risk livers such as those from donors after circulatory death (DCD) [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>]. The pivotal multicentre European randomised controlled trial also demonstrated an increase in utilisation of retrieved livers with NMP (non-utilisation 11.7% vs. 24.1%), despite eligibility for the trial requiring all livers to be suitable for either preservation method [<xref ref-type="bibr" rid="B6">6</xref>]. This suggests that clinicians were using the technology to assess the suitability of livers prior to transplantation, improving confidence and utilisation without compromising post-transplant outcomes. Registry-based studies from the US have demonstrated similar improvements in liver utilisation with NMP, particularly from DCD donors, although historically the utilisation of DCD livers in the US has been lower than in European countries [<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>]. The benefit of NMP appears to be greatest for patients with low model for end-stage liver disease (MELD) scores [<xref ref-type="bibr" rid="B10">10</xref>]. Implementation of NMP may also have the potential to reduce waiting times, particularly for patients with hepatocellular carcinoma [<xref ref-type="bibr" rid="B11">11</xref>]. Small-scale studies, including most notably the VITTAL study from Birmingham [<xref ref-type="bibr" rid="B12">12</xref>], suggest that a meaningful proportion of donor livers that are currently declined on conventional criteria could in fact be transplanted successfully.</p>
<p>Despite this potential beneficial effect of NMP use, there are no previous prospective studies designed to quantify the effect of NMP on organ utilisation. NMP is a resource-intensive alternative to SCS: high level evidence is important if this technology is to be funded by healthcare payers. There is a need to quantify the magnitude of this potential utilisation benefit in an appropriately-powered study in a real-world setting. The Perfused Liver Utilisation Study (PLUS) was designed to assess the impact of NMP availability (as opposed to NMP use) on the utilisation of livers at high risk of non-use in the UK transplant setting.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Study design</title>
<p>The trial evaluated the effect of NMP availability on &#x201c;functional utilisation&#x201d;: the proportion of donor liver offers resulting in a functioning transplant at 12&#xa0;months. To identify livers at greatest risk of non-use, a novel, regression-based score was developed using UK Transplant Registry (UKTR) data to estimate the probability of non-utilisation of individual livers offered for transplant (SDC1). This algorithm, the Donor Utilisation Index (DUI), identified the 60% of donors livers at greatest risk of decline for inclusion in the study [<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p>PLUS was originally conceived as a randomised controlled trial, with eligible liver offers randomised to having NMP available or not. During sequential investigators&#x2019; meetings, surgeons in most centres became increasingly unwilling to randomise high-risk liver cohorts (particularly DCD) to SCS, prefering some form of machine preservation. The study was therefore revised to a &#x201c;threshold-crossing&#x201d; design, in which a real-world control cohort, selected consecutively according to the same objective inclusion/exclusion criteria to minimise bias, was used <italic>a priori</italic> to estimate the counterfactual (SCS cohort). A threshold was set for the primary outcome prior to recruiting a prospective single-arm study cohort (NMP available cohort) [<xref ref-type="bibr" rid="B14">14</xref>]. The lower bound of the 95% confidence interval for effect size had to exceed the pre-defined efficacy threshold to demonstrate superiority.</p>
<p>The study protocol was prospectively registered (16th November 2021; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/ISRCTN11552402">ISRCTN11552402</ext-link>). Ethical approval was granted by the South Central &#x2013; Oxford C Research Ethics Committee (ref 21/SC/0297). Patients on the liver transplant list, liver recipients and family members were consulted during study design. A patient representative was part of the trial management group and trial steering committee, advising on conduct and dissemination.</p>
</sec>
<sec id="s2-2">
<title>Inclusion/exclusion criteria</title>
<p>Eligible liver offers were DBD or DCD livers from UK donors aged 16 years or over, with a DUI &#x3e;0.27, offered to any of the 7 UK liver transplant centres. This DUI threshold was selected as it identified the 60% most poorly utilised livers, with utilisation of 26% compared to 85% in livers with a DUI &#x2264;0.27. Eligible offers were predominantly DCD livers (79%), reflecting lower utilisation compared to DBD livers. Offers from donors with HIV or hepatitis C were excluded, as were livers undergoing any other form of <italic>ex-situ</italic> machine perfusion or where the participating centre was unable to offer NMP at the time due to logistical reasons (unavailability of device, consumables or trained staff). Livers from donors undergoing NRP were eligible, with planned adjustment for NRP use in analysis. All eligible livers were enrolled to ensure comparability between cohorts.</p>
<p>Eligible recipients were adults (&#x2265;18&#xa0;years) on the elective or super-urgent transplant waiting list. Those declining NMP use through local consent policy, receiving a split liver or reduced liver or multiorgan transplant were excluded.</p>
</sec>
<sec id="s2-3">
<title>Real-world control cohort</title>
<p>To estimate the counterfactual, the primary outcome was assessed in a real-world control cohort where NMP was not routinely available, derived from the UKTR between 1st January 2018 and 31st December 2019 (SDC2). Identical inclusion/exclusion criteria were applied to this cohort as to the prospective study cohort, with stratified random sampling used to exclude a small proportion of patients to mimic the consent process used in the prospective cohort. A predefined efficacy threshold of at least 40 additional functional transplants per year was set, equivalent to an odds ratio of 1.22 for functional utilisation. This threshold was agreed by all seven participating centres to represent the minimum clinically-important increase in transplant rates that would justify the increased cost and logistical complexity of NMP use.</p>
</sec>
<sec id="s2-4">
<title>Study cohort</title>
<p>A prospective cohort was recruited between 11th April 2022 and 3rd April 2023, with NMP made available for all eligible liver offers. Participating centres were informed of NMP availability at the time of offer, and the impact of availability on the primary outcome was assessed by comparing the two cohorts against the pre-defined efficacy threshold.</p>
<p>NMP was used at the discretion of the implanting surgeon. All participating centres had access to an OrganOx metra device and disposable kits at no additional cost, with limited per-case funding provided for staff time. NMP could be used either from the donor centre (device-to-donor) or following SCS and transport to the recipient centre (back-to-base) at the preference of the implanting team. The OrganOx metra device was used according to the current instructions for use and local protocols, with a minimum of 4&#xa0;h and maximum of 24&#xa0;h of perfusion time.</p>
</sec>
<sec id="s2-5">
<title>Primary outcome</title>
<p>The primary outcome was defined as the proportion of livers with &#x201c;functional utilisation&#x201d;: transplantation of an offered liver with 1-year graft survival. This ensures that any increase in utilisation does not occur at the cost of inferior graft outcomes.</p>
</sec>
<sec id="s2-6">
<title>Secondary outcomes</title>
<p>Pre-specified secondary outcomes included: proportion of non-utilisation, median biochemical liver function in the first 7&#xa0;days post-transplant [bilirubin, GGT, ALT, INR, lactate (recorded during high-level care only)], and 12 months post-transplant (bilirubin, ALP, ALT, AST), median Model for Early Allograft Function score (MEAF), 12-month graft and patient survival, proportion of transplants with primary non-function, median length of ITU and hospital stay, proportion of recipients requiring renal replacement therapy after transplant and proportion of recipients experiencing adverse events in the first 3&#xa0;months and 12&#xa0;months after transplant. Outcomes for both cohorts were collected from the UK Transplant Registry (UKTR), with additional outcomes collected in study case report forms for the prospective cohort over a 12-month follow-up period. Unexpected serious adverse events during the 12-month follow-up period were collected for the prospective cohort only. A health-economic analysis has been undertaken and will be presented in a separate manuscript.</p>
</sec>
<sec id="s2-7">
<title>Sample size and statistical design</title>
<p>The sample size assumed a 50% increase in 1-year functional utilisation from 21.8% in the control cohort to 32.7% in the prospective NMP available cohort, representing 135 additional successful transplants per year. Allowing for cross-over for those in the prospective cohort not receiving NMP the study was powered to detect an increase in functional utilisation to 31.2%. To achieve 90% power using a 2.5% one-sided significance level to detect an increase of at least 40 additional transplants per year, 1,035 liver offers were required. This allowed for up to 25% loss due to logistical constraints, and 10% loss due to post-recruitment exclusions and loss to follow-up. Protocol v1.0 planned a smaller sample size of 799 liver offers, but this was revised in v2.0 to allow for higher loss to follow-up and NMP unavailability for logistical reasons. An embedded feasibility study assessed recruitment rates and NMP use at 6 months, but there was no formal interim outcome analysis.</p>
<p>Primary analysis was by modified intention-to-treat, where livers unable to be perfused for logistic reasons were excluded, along with any found to be ineligible after study entry (once recipient characteristics were known). Analyses were adjusted for donor type and use of NRP (DBD, DCD with NRP, DCD without NRP) as a fixed effect as these both have an important effect on organ utilisation.</p>
<p>Primary outcome results, from logistic regression models, are reported as odds ratios (OR) with 95% confidence intervals (CI), and p-values for the cohort effect under the null hypothesis of no difference. Pre-planned subgroup analyses for the primary outcome investigated the effect of donor type, donor liver index (DLI, a UK-derived algorithm that predicts transplant outcome based on donor parameters [<xref ref-type="bibr" rid="B15">15</xref>]) and DUI.</p>
<p>Sensitivity analyses and secondary outcome analyses are described in SDC3.</p>
<p>All analyses were performed in SAS v9.4M5.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Study cohorts and demographics</title>
<p>The flow of liver offers through the study is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The control cohort comprised 2,465 liver offers where SCS was the routine method of preservation and NMP was unavailable. The prospective study cohort comprised 1,056 liver offers. Of this cohort, 983 met the eligibility criteria for the modified intention-to-treat analysis. 542 control offers and 278 study offers resulted in transplants.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Consort flow diagram to show the flow of liver offers through the PLUS study. SCS, static cold storage; NMP, normothermic machine perfusion.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ti-39-16653-g001.tif">
<alt-text content-type="machine-generated">Flowchart comparing retrospective control and prospective study cohorts of livers offered for transplantation, detailing numbers at each stage including retrieval, exclusions, preservation method (NRP, NMP), transplantation, and reasons for non-inclusion, with specific counts and footnotes.</alt-text>
</graphic>
</fig>
<p>Donor, liver and recipient characteristics were comparable between the two cohorts (<xref ref-type="table" rid="T1">Tables 1</xref>&#x2013;<xref ref-type="table" rid="T3">3</xref>) and median follow-up time post-transplant was 365 days for both cohorts. For those livers resulting in a transplant, there was an increase in the proportion of DCD livers in the prospective cohort (61.2% vs. 51.5%), indicating an increased willingness to transplant DCD livers where machine perfusion is available. Use of NRP was also higher (29.0% vs. 12.4%), reflecting changes in practice as the prospective cohort was more recent than the control cohort.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Donor characteristics for enrolled and transplanted livers.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th colspan="3" align="left">Enrolled livers</th>
<th colspan="3" align="left">Transplanted livers</th>
</tr>
<tr>
<th align="left">Donor characteristic</th>
<th align="left">Retrospective (SCS)<break/>(n &#x3d; 2,397)</th>
<th align="left">Prospective (NMP available)<break/>(n &#x3d; 983)</th>
<th align="left">Total<break/>(n &#x3d; 3,380)</th>
<th align="left">Retrospective (SCS)<break/>(n &#x3d; 542)</th>
<th align="left">Prospective (NMP available)<break/>(n &#x3d; 278)</th>
<th align="left">Total<break/>(n &#x3d; 820)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (years)</td>
<td align="left">60 (51&#x2013;69)</td>
<td align="left">60 (51&#x2013;68)</td>
<td align="left">60 (51&#x2013;69)</td>
<td align="left">58 (48&#x2013;68)</td>
<td align="left">58 (46&#x2013;65)</td>
<td align="left">58 (48&#x2013;67)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Sex</th>
</tr>
<tr>
<td align="left">&#x2003;Male<break/>&#x2003;Female</td>
<td align="left">1,454/2,397 (60.7)<break/>943/2,397 (39.3)</td>
<td align="left">614/983 (62.5)<break/>369/983 (37.5)</td>
<td align="left">2,068/3,380 (61.2)<break/>1,312/3,380 (38.8)</td>
<td align="left">311/542 (57.4)<break/>231/542 (42.6)</td>
<td align="left">162/278 (58.3)<break/>116/278 (41.7)</td>
<td align="left">473/820 (57.7)<break/>347/820 (42.3)</td>
</tr>
<tr>
<td align="left">BMI (kg/m<sup>2</sup>)</td>
<td align="left">27.8 (24.2&#x2013;32.0)</td>
<td align="left">28.1 (24.3&#x2013;31.9)</td>
<td align="left">28.0 (24.2&#x2013;31.9)</td>
<td align="left">27.1 (23.6&#x2013;31.3)</td>
<td align="left">27.7 (23.4&#x2013;30.9)</td>
<td align="left">27.4 (23.6&#x2013;31.2)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Ethnic origin</th>
</tr>
<tr>
<td align="left">&#x2003;Asian<break/>&#x2003;Black<break/>&#x2003;White<break/>&#x2003;Other</td>
<td align="left">56/2,375 (2.4)<break/>25/2,375 (1.1)<break/>2,249/2,375 (94.7)<break/>45/2,375 (1.9)</td>
<td align="left">27/959 (2.8)<break/>13/959 (1.4)<break/>909/959 (94.8)<break/>10/959 (1.0)</td>
<td align="left">83/3,334 (2.5)<break/>38/3,334 (1.1)<break/>3,158/3,334 (94.7)<break/>55/3,334 (1.6)</td>
<td align="left">19/536 (3.5)<break/>9/536 (1.7)<break/>495/536 (92.4)<break/>13/536 (2.4)</td>
<td align="left">6/274 (2.2)<break/>7/274 (2.6)<break/>259/274 (94.5)<break/>2/274 (0.7)</td>
<td align="left">25/810 (3.1)<break/>16/810 (2.0)<break/>754/810 (93.1)<break/>15/810 (1.9)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Donor type</th>
</tr>
<tr>
<td align="left">&#x2003;DBD<break/>&#x2003;DCD</td>
<td align="left">519/2,397 (21.7)<break/>1,878/2,397 (78.3)</td>
<td align="left">201/983 (20.4)<break/>782/983 (79.6)</td>
<td align="left">720/3,380 (21.3)<break/>2,660/3,380 (78.7)</td>
<td align="left">263/542 (48.5)<break/>279/542 (51.5)</td>
<td align="left">108/278 (38.8)<break/>170/278 (61.2)</td>
<td align="left">371/820 (45.2)<break/>449/820 (54.8)</td>
</tr>
<tr>
<td align="left">Smoker</td>
<td align="left">1,552/2,383 (65.1)</td>
<td align="left">593/979 (60.6)</td>
<td align="left">2,145/3,362 (63.8)</td>
<td align="left">334/541 (61.7)</td>
<td align="left">173/276 (62.7)</td>
<td align="left">507/817 (62.1)</td>
</tr>
<tr>
<td align="left">History of diabetes</td>
<td align="left">339/2,377 (14.3)</td>
<td align="left">151/973 (15.5)</td>
<td align="left">490/3,350 (14.6)</td>
<td align="left">79/538 (14.7)</td>
<td align="left">34/277 (12.3)</td>
<td align="left">113/815 (13.9)</td>
</tr>
<tr>
<td align="left">History of tumour</td>
<td align="left">178/2,365 (7.5)</td>
<td align="left">65/971 (6.7)</td>
<td align="left">243/3,336 (7.3)</td>
<td align="left">44/537 (8.2)</td>
<td align="left">18/274 (6.6)</td>
<td align="left">62/811 (7.6)</td>
</tr>
<tr>
<td align="left">Cardiac/respiratory arrest</td>
<td align="left">1,191/2,334 (51.0)</td>
<td align="left">477/958 (49.8)</td>
<td align="left">1,668/3,292 (50.7)</td>
<td align="left">271/532 (50.9)</td>
<td align="left">136/274 (49.6)</td>
<td align="left">407/806 (50.5)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Cause of death</th>
</tr>
<tr>
<td align="left">&#x2003;CVA<break/>&#x2003;Anoxia<break/>&#x2003;Trauma<break/>&#x2003;Other</td>
<td align="left">1,080/2,298 (47.0)<break/>909/2,298 (39.6)<break/>48/2,298 (2.1)<break/>261/2,298 (11.4)</td>
<td align="left">454/947 (47.9)<break/>371/947 (39.2)<break/>18/947 (1.9)<break/>104/947 (11.0)</td>
<td align="left">1,534/3,245 (47.3)<break/>1,280/3,245 (39.4)<break/>66/3,245 (2.0)<break/>365/3,245 (11.2)</td>
<td align="left">282/524 (53.8)<break/>170/524 (32.4)<break/>11/524 (2.1)<break/>61/524 (11.6)</td>
<td align="left">140/272 (51.5)<break/>103/272 (37.9)<break/>5/272 (1.8)<break/>24/272 (8.8)</td>
<td align="left">422/796 (53.0)<break/>273/796 (34.3)<break/>16/796 (2.0)<break/>85/796 (10.7)</td>
</tr>
<tr>
<td align="left">Length of ITU stay (days)</td>
<td align="left">3.4 (1.8&#x2013;5.8)</td>
<td align="left">3.8 (2.2&#x2013;5.9)</td>
<td align="left">3.5 (1.9&#x2013;5.8)</td>
<td align="left">2.4 (1.4&#x2013;4.0)</td>
<td align="left">3.1 (1.9&#x2013;4.6)</td>
<td align="left">2.6 (1.5&#x2013;4.2)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Donor utilisation index<xref ref-type="table-fn" rid="Tfn1">
<sup>1</sup>
</xref>
</th>
</tr>
<tr>
<td align="left">&#x2003;DBD<break/>&#x2003;DCD</td>
<td align="left">0.41 (0.33&#x2013;0.55)<break/>0.76 (0.59&#x2013;0.89)</td>
<td align="left">0.40 (0.31&#x2013;0.54)<break/>0.77 (0.61&#x2013;0.89)</td>
<td align="left">0.41 (0.32&#x2013;0.55)<break/>0.76 (0.60&#x2013;0.89)</td>
<td align="left">0.38 (0.32&#x2013;0.48)<break/>0.61 (0.46&#x2013;0.75)</td>
<td align="left">0.35 (0.29&#x2013;0.44)<break/>0.62 (0.47&#x2013;0.76)</td>
<td align="left">0.37 (0.31&#x2013;0.47)<break/>0.61 (0.46&#x2013;0.75)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Donor liver index<xref ref-type="table-fn" rid="Tfn2">
<sup>2</sup>
</xref>
</th>
</tr>
<tr>
<td align="left">&#x2003;DBD<break/>&#x2003;DCD</td>
<td align="left">1.28 (1.10&#x2013;1.42)<break/>2.28 (1.99&#x2013;2.57)</td>
<td align="left">1.21 (1.06&#x2013;1.36)<break/>2.25 (1.99&#x2013;2.53)</td>
<td align="left">1.25 (1.10&#x2013;1.40)<break/>2.27 (1.99&#x2013;2.56)</td>
<td align="left">1.25 (1.09&#x2013;1.40)<break/>2.10 (1.81&#x2013;2.45)</td>
<td align="left">1.20 (1.04&#x2013;1.38)<break/>2.11 (1.91&#x2013;2.37)</td>
<td align="left">1.23 (1.09&#x2013;1.39)<break/>2.10 (1.84&#x2013;2.41)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>Summary of missing data:</italic>
</p>
</fn>
<fn>
<p>
<italic>Enrolled livers:</italic> Age, sex, BMI, donor type, DUI, 0; Ethnic origin, 46 (22 SCS, 24 NMP available); Smoking status, 18 (14 SCS, 4 NMP available); History of diabetes, 30 (20 SCS, 10 NMP available); History of tumour, 44 (32 SCS, 12 NMP available); Cardiac/respiratory arrest, 88 (63 SCS, 25 NMP available); Cause of death, 135 (99 SCS, 36 NMP available); Length of ITU, stay, 22 (13 SCS, 9 NMP available); DLI, 25 donors (3 DBD SCS, 18 DCD SCS, 2 DBD NMP available, 2 DCD NMP available).</p>
</fn>
<fn>
<p>
<italic>Transplanted livers:</italic> Age, sex, BMI, donor type, DUI, 0; Ethnic origin, 10 (6 SCS, 4 NMP- available); Smoking status, 3 (1 SCS, 2 NMP available); History of diabetes, 5 (4 SCS, 1 NMP available); History of tumour, 9 (5 SCS, 4 NMP available); Cardiac/respiratory arrest, 14 (10 SCS, 4 NMP available); Cause of death, 24 (18 SCS, 6 NMP available). Length of ITU, stay, 4 (2 SCS, 2 NMP available). DLI, 4 (0 DBD SCS, 2 DCD SCS, 2 DBD NMP available, 0 DCD NMP available).</p>
</fn>
<fn>
<p>Data are n/N (%) for categorical variables, and median (IQR) for continuous variables. SCS, static cold storage; NMP, normothermic machine perfusion; BMI, body mass index; DBD, donor after brainstem death; DCD, donor after circulatory death; CVA, cerebrovascular accident.</p>
</fn>
<fn id="Tfn1">
<label>1</label>
<p>See SDC for definition of the donor utilisation index (<xref ref-type="bibr" rid="B13">Mehew et al. [13]</xref>).</p>
</fn>
<fn id="Tfn2">
<label>2</label>
<p>UK donor liver index, <xref ref-type="bibr" rid="B15">Collett et al. [15]</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Retrieval and perfusion characteristics for enrolled and transplanted livers.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th colspan="3" align="left">Enrolled</th>
<th colspan="3" align="left">Transplanted</th>
</tr>
<tr>
<th align="left">Liver characteristic</th>
<th align="left">Retrospective (SCS)<break/>(n &#x3d; 2,397)</th>
<th align="left">Prospective (NMP available)<break/>(n &#x3d; 983)</th>
<th align="left">Total<break/>(n &#x3d; 3,380)</th>
<th align="left">Retrospective (SCS)<break/>(n &#x3d; 542)</th>
<th align="left">Prospective (NMP available)<break/>(n &#x3d; 278)</th>
<th align="left">Total<break/>(n &#x3d; 820)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Livers retrieved</td>
<td align="left">808/2,397 (33.7)</td>
<td align="left">450/983 (45.8)</td>
<td align="left">1,258/3,380 (37.2)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Degree of steatosis<xref ref-type="table-fn" rid="Tfn3">
<sup>1</sup>
</xref>
</th>
</tr>
<tr>
<td align="left">&#x2003;Mild<break/>&#x2003;Moderate<break/>&#x2003;Severe</td>
<td align="left">283/497 (56.9)<break/>180/497 (36.2)<break/>34/497 (6.8)</td>
<td align="left">152/299 (50.8)<break/>114/299 (38.1)<break/>33/299 (11.0)</td>
<td align="left">435/796 (54.6)<break/>294/796 (36.9)<break/>67/796 (8.4)</td>
<td align="left">210/298 (70.5)<break/>83/298 (27.9)<break/>5/298 (1.7)</td>
<td align="left">105/157 (66.9)<break/>50/157 (31.8)<break/>2/157 (1.3)</td>
<td align="left">315/455 (69.2)<break/>133/455 (29.2)<break/>7/455 (1.5)</td>
</tr>
<tr>
<td align="left">NRP used<xref ref-type="table-fn" rid="Tfn4">
<sup>2</sup>
</xref>
</td>
<td align="left">54/436 (12.4)</td>
<td align="left">84/290 (29.0)</td>
<td align="left">138/726 (19.0)</td>
<td align="left">41/279 (14.7)</td>
<td align="left">64/170 (37.6)</td>
<td align="left">105/449 (23.4)</td>
</tr>
<tr>
<td align="left">Cold ischaemic time (hours)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">7.9 (6.4&#x2013;9.5)</td>
<td align="left">7.3 (6.0&#x2013;9.3)</td>
<td align="left">7.7 (6.3&#x2013;9.5)</td>
</tr>
<tr>
<td align="left">NMP used<xref ref-type="table-fn" rid="Tfn5">
<sup>3</sup>
</xref>
</td>
<td align="left"/>
<td align="left">122/392 (31.1)</td>
<td align="left">122/392 (31.1)</td>
<td align="left"/>
<td align="left">90/278 (32.4)</td>
<td align="left">90/278 (32.4)</td>
</tr>
<tr>
<td align="left">NMP used (% enrolled)</td>
<td align="left"/>
<td align="left">122/983 (12.4)</td>
<td align="left">122/983 (12.4)</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">NMP approach</th>
</tr>
<tr>
<td align="left">&#x2003;Back to base<break/>&#x2003;Device to donor</td>
<td align="left"/>
<td align="left">116/120 (96.7)<break/>4/120 (3.3)</td>
<td align="left">116/120 (96.7)<break/>4/120 (3.3)</td>
<td align="left"/>
<td align="left">84/88 (95.5)<break/>4/88 (4.5)</td>
<td align="left">84/88 (95.5)<break/>4/88 (4.5)</td>
</tr>
<tr>
<td align="left">Time between donor perfusion and NMP start (hours)</td>
<td align="left">&#x2009;</td>
<td align="left">6.5 (5.4&#x2013;7.5)</td>
<td align="left">6.5 (5.4&#x2013;7.5)</td>
<td align="left">&#x2009;</td>
<td align="left">6.4 (5.0&#x2013;7.1)</td>
<td align="left">6.4 (5.0&#x2013;7.1)</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Time on NMP (hours)</th>
</tr>
<tr>
<td align="left">&#x2003;Median (IQR)</td>
<td align="left"/>
<td align="left">7.4 (5.7&#x2013;10.2)</td>
<td align="left">7.4 (5.7&#x2013;10.2)</td>
<td align="left"/>
<td align="left">8.1 (6.1&#x2013;10.5)</td>
<td align="left">8.1 (6.1&#x2013;10.5)</td>
</tr>
<tr>
<td align="left">&#x2003;Range</td>
<td align="left"/>
<td align="left">1.4&#x2013;21.8</td>
<td align="left">1.4&#x2013;21.8</td>
<td align="left"/>
<td align="left">3.1&#x2013;21.8</td>
<td align="left">3.1&#x2013;21.8</td>
</tr>
<tr>
<th colspan="7" align="left" style="background-color:#FFFFFF">Categories</th>
</tr>
<tr>
<td align="left">&#x2003;&#x2264;4&#xa0;h<break/>&#x2003;4 - &#x2264;8&#xa0;h<break/>&#x2003;8 - &#x2264;12&#xa0;h<break/>&#x2003;&#x3e;12&#xa0;h</td>
<td align="left"/>
<td align="left">6/119 (5.0)<break/>57/119 (47.9)<break/>39/119 (32.8)<break/>17/119 (14.3)</td>
<td align="left">6/119 (5.0)<break/>57/119 (47.9)<break/>39/119 (32.8)<break/>17/119 (14.3)</td>
<td align="left"/>
<td align="left">3/87 (3.4)<break/>40/87 (46.0)<break/>30/87 (34.5)<break/>14/87 (16.1)</td>
<td align="left">3/87 (3.4)<break/>40/87 (46.0)<break/>30/87 (34.5)<break/>14/87 (16.1)</td>
</tr>
<tr>
<td align="left">Time between removal from NMP and recipient reperfusion (hours)<xref ref-type="table-fn" rid="Tfn6">
<sup>4</sup>
</xref>
</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left">0.9 (0.7&#x2013;1.1)</td>
<td align="left">0.9 (0.7&#x2013;1.1)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>Summary of missing data (where expected):</italic>
</p>
</fn>
<fn>
<p>
<italic>Enrolled livers:</italic> Retrieval status, NRP usage, NMP usage, 0; Steatosis, 7 (5 SCS, 2 NMP available); Degree of steatosis, 2 (1 SCS, 1 NMP available); NMP approach, Time between donor perfusion and NMP, 2; NMP duration, 3; Time between NMP and recipient reperfusion, 42.</p>
</fn>
<fn>
<p>
<italic>Transplanted livers:</italic> NRP usage, NMP usage, 0; Steatosis, 4 (2 SCS, and 2 NMP available); Degree of steatosis, 2 livers (1 SCS, 1 NMP available); Cold ischaemia time, 9 (3 SCS, 6 NMP available); NMP approach, Time between donor perfusion and NMP, 2; NMP duration, 3; Time between NMP and recipient reperfusion, 10.</p>
</fn>
<fn>
<p>Data are n/N (%) for categorical variables, and median (IQR) for continuous variables. SCS, static cold storage; NMP, normothermic machine perfusion, NRP, normothermic regional perfusion.</p>
</fn>
<fn id="Tfn3">
<label>1</label>
<p>Degree of steatosis is only reported for livers reported as steatotic.</p>
</fn>
<fn id="Tfn4">
<label>2</label>
<p>Denominator is retrieved DCD livers.</p>
</fn>
<fn id="Tfn5">
<label>3</label>
<p>Denominator is livers received by a centre.</p>
</fn>
<fn id="Tfn6">
<label>4</label>
<p>Arterial or portal reperfusion, whichever occurred first.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Recipient characteristics (pre-transplant).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Recipient characteristic</th>
<th align="left">Retrospective control (SCS)<break/>(n &#x3d; 542)</th>
<th align="left">Prospective study (NMP available)<break/>(n &#x3d; 278)</th>
<th align="left">Total<break/>(n &#x3d; 820)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (years)</td>
<td align="left">57 (50&#x2013;63)</td>
<td align="left">58 (49&#x2013;63)</td>
<td align="left">58 (50&#x2013;63)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">Sex</th>
</tr>
<tr>
<td align="left">&#x2003;Male</td>
<td align="left">372/542 (68.6)</td>
<td align="left">196/272 (72.1)</td>
<td align="left">568/814 (69.8)</td>
</tr>
<tr>
<td align="left">&#x2003;Female</td>
<td align="left">170/542 (31.4)</td>
<td align="left">76/272 (27.9)</td>
<td align="left">246/814 (30.2)</td>
</tr>
<tr>
<td align="left">BMI (kg/m<sup>2</sup>)</td>
<td align="left">28.4 (25.0&#x2013;32.4)</td>
<td align="left">28.8 (24.4&#x2013;32.0)</td>
<td align="left">28.4 (24.8&#x2013;32.3)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">Ethnic origin</th>
</tr>
<tr>
<td align="left">&#x2003;Asian</td>
<td align="left">27/533 (5.1)</td>
<td align="left">20/250 (8.0)</td>
<td align="left">47/783 (6.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Black</td>
<td align="left">6/533 (1.1)</td>
<td align="left">7/250 (2.8)</td>
<td align="left">13/783 (1.7)</td>
</tr>
<tr>
<td align="left">&#x2003;White</td>
<td align="left">480/533 (90.1)</td>
<td align="left">219/250 (87.6)</td>
<td align="left">699/783 (89.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Other</td>
<td align="left">20/533 (3.8)</td>
<td align="left">4/250 (1.6)</td>
<td align="left">24/783 (3.1)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">Urgency status</th>
</tr>
<tr>
<td align="left">&#x2003;Elective</td>
<td align="left">523/542 (96.5)</td>
<td align="left">264/272 (97.1)</td>
<td align="left">787/814 (96.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Super-urgent</td>
<td align="left">19/542 (3.5)</td>
<td align="left">8/272 (2.9)</td>
<td align="left">27/814 (3.3)</td>
</tr>
<tr>
<td align="left">&#x2003;HCV status positive</td>
<td align="left">65/530 (12.3)</td>
<td align="left">17/269 (6.3)</td>
<td align="left">82/799 (10.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Encephalopathy present</td>
<td align="left">202/539 (37.5)</td>
<td align="left">90/264 (34.1)</td>
<td align="left">292/803 (36.4)</td>
</tr>
<tr>
<td align="left">&#x2003;Renal support</td>
<td align="left">25/541 (4.6)</td>
<td align="left">21/269 (7.8)</td>
<td align="left">46/810 (5.7)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">Primary liver disease</th>
</tr>
<tr>
<td align="left">&#x2003;Acute hepatic failure</td>
<td align="left">14/540 (2.6)</td>
<td align="left">6/272 (2.2)</td>
<td align="left">20/812 (2.5)</td>
</tr>
<tr>
<td align="left">&#x2003;Autoimmune and cryptogenic disease</td>
<td align="left">29/540 (5.4)</td>
<td align="left">14/272 (5.1)</td>
<td align="left">43/812 (5.3)</td>
</tr>
<tr>
<td align="left">&#x2003;Cancer</td>
<td align="left">146/540 (27.0)</td>
<td align="left">44/272 (16.2)</td>
<td align="left">190/812 (23.4)</td>
</tr>
<tr>
<td align="left">&#x2003;Fatty liver disease &#x2013; non-alcohol related</td>
<td align="left">62/540 (11.5)</td>
<td align="left">42/272 (15.4)</td>
<td align="left">104/812 (12.8)</td>
</tr>
<tr>
<td align="left">&#x2003;Fatty liver disease &#x2013; alcohol related</td>
<td align="left">133/540 (24.6)</td>
<td align="left">75/272 (27.6)</td>
<td align="left">208/812 (25.6)</td>
</tr>
<tr>
<td align="left">&#x2003;Hepatitis B</td>
<td align="left">8/540 (1.5)</td>
<td align="left">5/272 (1.8)</td>
<td align="left">13/812 (1.6)</td>
</tr>
<tr>
<td align="left">&#x2003;Hepatitis C</td>
<td align="left">12/540 (2.2)</td>
<td align="left">6/272 (2.2)</td>
<td align="left">18/812 (2.2)</td>
</tr>
<tr>
<td align="left">&#x2003;Metabolic liver disease</td>
<td align="left">8/540 (1.5)</td>
<td align="left">5/272 (1.8)</td>
<td align="left">13/812 (1.6)</td>
</tr>
<tr>
<td align="left">&#x2003;Primary sclerosing cholangitis</td>
<td align="left">36/540 (6.7)</td>
<td align="left">35/272 (12.9)</td>
<td align="left">71/812 (8.7)</td>
</tr>
<tr>
<td align="left">&#x2003;Primary biliary cholangitis</td>
<td align="left">39/540 (7.2)</td>
<td align="left">13/272 (4.8)</td>
<td align="left">52/812 (6.4)</td>
</tr>
<tr>
<td align="left">&#x2003;Regraft</td>
<td align="left">29/540 (5.4)</td>
<td align="left">12/272 (4.4)</td>
<td align="left">41/812 (5.0)</td>
</tr>
<tr>
<td align="left">&#x2003;Other</td>
<td align="left">24/540 (4.4)</td>
<td align="left">15/272 (5.5)</td>
<td align="left">39/812 (4.8)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">UK end stage liver disease (UKELD score) prior to transplant<xref ref-type="table-fn" rid="Tfn7">
<sup>1</sup>
</xref>
</th>
</tr>
<tr>
<td align="left">&#x2003;Elective</td>
<td align="left">53 (50&#x2013;57)</td>
<td align="left">54 (50&#x2013;58)</td>
<td align="left">53 (50&#x2013;57)</td>
</tr>
<tr>
<td align="left">&#x2003;Super-urgent<xref ref-type="table-fn" rid="Tfn9">
<sup>3</sup>
</xref>
</td>
<td align="left">61 (60&#x2013;64)</td>
<td align="left">62 (60&#x2013;67)</td>
<td align="left">61 (60&#x2013;64)</td>
</tr>
<tr>
<th colspan="4" align="left" style="background-color:#FFFFFF">Model for end stage liver disease (MELD score) prior to transplant<xref ref-type="table-fn" rid="Tfn8">
<sup>2</sup>
</xref>
</th>
</tr>
<tr>
<td align="left">&#x2003;Elective</td>
<td align="left">13 (10&#x2013;17)</td>
<td align="left">15 (11&#x2013;19)</td>
<td align="left">14 (10&#x2013;18)</td>
</tr>
<tr>
<td align="left">&#x2003;Super-urgent<xref ref-type="table-fn" rid="Tfn9">
<sup>3</sup>
</xref>
</td>
<td align="left">36 (31&#x2013;40)</td>
<td align="left">24 (22&#x2013;38)</td>
<td align="left">35 (24&#x2013;39)</td>
</tr>
<tr>
<td align="left">&#x2003;INR</td>
<td align="left">1.3 (1.2&#x2013;1.6)</td>
<td align="left">1.4 (1.2&#x2013;1.7)</td>
<td align="left">1.3 (1.2&#x2013;1.6)</td>
</tr>
<tr>
<td align="left">&#x2003;Creatinine (&#xb5;mol/L)</td>
<td align="left">75 (62&#x2013;93)</td>
<td align="left">74 (60&#x2013;91)</td>
<td align="left">75 (61&#x2013;92)</td>
</tr>
<tr>
<td align="left">&#x2003;Bilirubin (&#xb5;mol/L)</td>
<td align="left">36 (19&#x2013;79)</td>
<td align="left">41 (20&#x2013;86)</td>
<td align="left">37 (19&#x2013;81)</td>
</tr>
<tr>
<td align="left">Sodium (mmol/L)</td>
<td align="left">137 (134&#x2013;140)</td>
<td align="left">137 (134&#x2013;140)</td>
<td align="left">137 (134&#x2013;140)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>Summary of missing data:</italic>
</p>
</fn>
<fn>
<p>Age, 0; Sex, BMI, and urgency status, 6 (0 SCS, 6 NMP available); Ethnic origin, 37 (9 SCS, 28 NMP available). HCV status, 21 (12 SCS, 9 NMP available); Presence of encephalopathy, 17 (3 SCS, 14 NMP available); Renal support,10 (1 SCS, 9 NMP available); Primary liver disease 8 (2 SCS, 6 NMP available); UKELD, 34 elective (30 SCS, 4 NMP available), 2 super-urgent (1 SCS, 1 NMP available); MELD, 34 elective (30 SCS, 4 NMP available), 2 super-urgent (1 SCS, 1 NMP available); INR, 40 (29 SCS, 11 NMP available); Creatinine, bilirubin, and sodium, 9 (1 SCS, 8 NMP available).</p>
</fn>
<fn id="Tfn7">
<label>1</label>
<p>UKELD, 5.395 ln (INR) &#x2b; 1.485 ln (creatinine &#x3bc;mol/L) &#x2b; 3.130 ln (bilirubin &#x3bc;mol/L)&#x2013; 81.565 ln (sodium mmol/L) &#x2b; 435.</p>
</fn>
<fn id="Tfn8">
<label>2</label>
<p>MELD, 9.57 ln (creatinine mg/dL) &#x2b; 3.78 ln (bilirubin mg/dL) &#x2b; 11.2 ln (INR) &#x2b; 6.43.</p>
</fn>
<fn id="Tfn9">
<label>3</label>
<p>Small number of super urgent recipients (25 total, 18 in SCS, and 7 in NMP available).</p>
</fn>
<fn>
<p>Data are n/N (%) for categorical variables, and median (IQR) for continuous variables. SCS, static cold storage; NMP, normothermic machine perfusion; BMI, body mass index; HCV, Hepatitis C virus; UKELD, UK End stage Liver Disease; MELD, Model for End stage Liver Disease; INR, international normalised ratio.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>NMP use</title>
<p>In the prospective study cohort NMP was used for 31.1% of eligible livers that arrived at a transplant centre (12.4% of all livers offered). Of those where NMP was used, four livers (3.3%) used a device to donor approach, and 116 (96.7%) used a back to base approach. The approach was unknown for two livers (<xref ref-type="table" rid="T2">Table 2</xref>). There was considerable variation in NMP use between centres (SDC4) and the key reasons for non-use of NMP related to (i) livers being deemed untransplantable; (ii) surgeon deemed the liver clinically suitable for transplant without perfusion; and (iii) perfusion kit/staff unavailability (SDC10).</p>
</sec>
<sec id="s3-3">
<title>Primary outcome</title>
<p>The primary outcome of functional utilisation was significantly higher in the prospective study cohort (NMP available) (25.2% vs. 19.6%, OR: 1.26, 95% CI: 1.04&#x2013;1.53), representing 47 additional functional transplants per year (95% CI 8&#x2013;90 transplants) (<xref ref-type="fig" rid="F2">Figure 2</xref>). However, the lower bound of the 95% confidence interval did not exceed the pre-defined threshold of 40 additional liver transplants per year, therefore the intervention is not considered superior under the threshold-crossing design. The difference in functional utilisation was primarily due to increased organ utilisation in the cohort with NMP available (27.8% vs. 22.0%) with smaller improvements in patient (95.1% vs. 92.9%) and graft (90.8% and 89.1%) survival. Reasons for non-use of livers transported to the recipient centre for the prospective cohort are shown in SDC12; the most common reason for non-use in NMP treated livers was poor function on the device (78.1%).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Forest plot showing the primary endpoint (functional utilisation) and planned subgroup analyses. SCS, static cold storage; NMP, normothermic machine perfusion; CI, confidence interval; DBD, donor after brainstem death; DCD, donor after circulatory death; DUI, donor utilisation index; DLI, donor liver index; NRP, normothermic regional perfusion; mITT, modified intention-to-treat.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ti-39-16653-g002.tif">
<alt-text content-type="machine-generated">Forest plot compares retrospective control and prospective study groups across analyses of donor type, NRP use, Donor Utilisation Index, and Donor Liver Index, showing odds ratios with confidence intervals, statistical significance, and a dashed superiority margin at 1.22.</alt-text>
</graphic>
</fig>
<p>Subgroup analyses demonstrated a statistically significant interaction when looking at the impact of NMP availability by donor type (p &#x3d; 0.0245), with a greater difference in functional utilisation observed in the DCD group (OR: 1.70, 95% CI: 1.36&#x2013;2.12), exceeding the efficacy threshold. However, this analysis did not include adjustment for NRP, which is not used for DBD donors. In a <italic>post hoc</italic> analysis which only included DCD donors and with risk adjustment for NRP the OR was 1.37 (95% CI 1.08&#x2013;1.73; p &#x3d; 0.0089), not exceeding the efficacy threshold. In livers from DCD donors, <italic>post hoc</italic> analysis demonstrated no significant interaction between the impact of NMP and use of NRP (p &#x3d; 0.8861).</p>
<p>There were no statistically significant interactions between NMP availability and the DUI (p &#x3d; 0.3087) or DLI (p &#x3d; 0.0833), although for some subgroups the lower bound of the 95% confidence interval did exceed the efficacy threshold (<xref ref-type="fig" rid="F2">Figure 2</xref>). A per-protocol analysis also did not exceed the efficacy threshold (OR: 1.18, 95% CI: 0.96&#x2013;1.44). Two secondary, pre-specified propensity score matched analyses were also undertaken. The first mirrored the primary analysis and assessed the effect of NMP availability on functional utilisation of offered livers, and this also did not exceed the efficacy threshold (OR: 1.14, 95% CI: 0.93&#x2013;1.39) (<xref ref-type="fig" rid="F3">Figure 3</xref>). The second propensity score matched analysis instead assessed the impact of NMP usage (rather than availability) on functional utilisation. Post-hoc, this analysis was amended to avoid the bias whereby only retrieved livers could have received NMP and therefore analysed only retrieved livers in the prospective cohort, and compared between those where NMP was used, and propensity score matched livers where NMP was not used. This analysis did exceed the efficacy threshold, indicating that NMP does increase functional utilisation of retrieved livers when it is used (<italic>post hoc</italic>, OR: 2.18, 95% CI: 1.35&#x2013;3.51) (<xref ref-type="fig" rid="F3">Figure 3</xref>). The sample size was lower for the propensity score matched analyses than for the primary analysis.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Forest plot showing sensitivity analysis for the primary endpoint (functional utilisation). SCS, static cold storage; NMP, normothermic machine perfusion; CI, confidence interval; mITT, modified intention to treat; DBD, donor after brainstem death; DCD, donor after circulatory death; DUI, donor utilisation index; DLI, donor liver index.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="ti-39-16653-g003.tif">
<alt-text content-type="machine-generated">Forest plot compares odds ratios and confidence intervals for four analyses between control and comparator groups. The fourth analysis shows a significantly higher odds ratio favoring the comparator, with a p-value of 0.0015.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3-4">
<title>Secondary outcomes</title>
<p>There were no statistically significant differences in biochemical liver function tests at 12&#xa0;months post-transplant, graft and patient survival, primary non-function, length of hospital stay, length of ITU stay, and need for renal replacement therapy (SDC5). Sensitivity analyses of graft and patient survival outcomes adjusting for recipient risk factors did also not result in statistically significant differences between the two cohorts (SDC6).</p>
<p>Biochemical liver function on days 1&#x2013;7 and MEAF score were only available for the prospective cohort with a mean MEAF score of 4.5 (SDC8).</p>
<p>A larger proportion of organs were retrieved in the prospective study cohort (NMP available) compared to the retrospective control cohort (SCS) (45.8% vs. 33.7%). The proportion of organs retrieved but not transplanted was also higher in the prospective study cohort (38.2% vs. 32.9%, respectively). Following adjustment for donor type and NRP, this yielded an adjusted odds ratio for organ non-utilisation of 1.33 (95% CI: 1.04&#x2013;1.71). This was statistically significant at the 5% level (p &#x3d; 0.0226) (SDC9).</p>
<p>There was one positive perfusate culture reported. Using data collected through the UKTR the proportion of recipients experiencing infections (41.0% vs. 22.9%, respectively), treated biopsy-proven rejection episodes (19.6% vs. 16.2%, respectively), and biliary complications requiring intervention (8.7% vs. 5.1%, respectively) in the first 3&#xa0;months post-transplant was higher in the retrospective control cohort (SCS) than the prospective study cohort (NMP available). Slightly lower proportions were observed in the retrospective control cohort (SCS) for vascular complications, (9.0% vs. 12.7%) and reoperations (6.4% vs. 9.0%) at 3&#xa0;months post-transplant. However, data completeness varied, so no formal statistical comparisons were performed (SDC5).</p>
</sec>
<sec id="s3-5">
<title>Adverse events</title>
<p>SAEs were only reported in the prospective study cohort (NMP available). There were 156 SAEs reported in 94 recipients (36.9% of the cohort) (SDC7). 62 SAEs were reported for cases where NMP was used, but only 1 was reported to be linked to errors in device function and use, and only 4 possibly related to the intervention.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The perfused liver uitlisation study (PLUS) was originally conceived as a randomised controlled trial. During study setup, clinicians became increasingly unwilling to transplant high-risk livers without perfusion, necessitating a change to a &#x2018;threshold-crossing&#x2019; design in which a prospectively recruited cohort is compared with a retrospective real-world control cohort using the same pre-defined inclusion/exclusion criteria. All seven UK centres agreed to take part and recruitment was rapid.</p>
<p>PLUS demonstrated a statistically significant increase in functional utilisation of poorly utilised liver offers with availability of NMP (from 19.6% to 25.2%), but this did not exceed our pre-defined efficacy threshold. The threshold crossing design sets a higher burden of proof than a typical randomised controlled trial, requiring the lower bound of the confidence interval to exceed a predefined effect size to account for potential bias from the non-randomised design [<xref ref-type="bibr" rid="B14">14</xref>]. Although the effect size equates to an additional 47 successful liver transplants per year in the UK (a 4% increase), the lower confidence bound (8 transplants) did not meet the threshold of 40. Whilst the study design is sensitive to the threshold selected at the outset, these conclusions would not have changed unless the threshold has been selected to be below 8 additional transplants per year, which represents a less than 1% increase in UK transplant numbers.</p>
<p>The most likely explanation for the smaller than expected effect size was lower-than-anticipated uptake of NMP (12% of livers offered, 31% of eligible retrieved livers) and varied greatly between centres (ranging from 2.4% to 60.3% of eligible retrieved livers). Post-hoc propensity matched analysis suggests that when NMP is used, its effect on utilisation is greater, indicating that its full potential was likely not realised.</p>
<p>Several factors likely contributed to lower uptake than anticipated. Whilst the device and consumables were funded, the study budget did not cover the cost of 24/7 staffing infrastructure. In centres with existing infrastructure, NMP use was far higher than in more resource constrained centres. Similar patterns have been reported in the US, with lower use seen in low-volume centres lacking a dedicated perfusionist [<xref ref-type="bibr" rid="B16">16</xref>] as well as disparities related to insurance provider [<xref ref-type="bibr" rid="B17">17</xref>]. This disparity in access to new perfusion technologies is concerning and may have a knock-on impact on waiting times for patients in low-volume centres. Although logistical constraints were anticipated in the study design, it appears very likely that &#x201c;clinician decision&#x201d; was recorded as the reason not to undertake NMP in many cases where &#x201c;logistical constraints&#x201d; was the actual reason.</p>
<p>In the original European randomised controlled trial of NMP, the impact on utilisation was larger than that seen in the current study [<xref ref-type="bibr" rid="B6">6</xref>]. That study recruited all retrieved livers regardless of quality, with a higher baseline chance of utilisation. NMP was managed by a dedicated research fellow who travelled with the device to the donor hospital, removing the logistical burden from the receiving centre. In the PLUS study, NMP use was almost entirely back-to-base. Whilst there are no prospective randomised trials comparing the device-to-donor and back-to-base approaches, non-randomised studies suggest broadly similar outcomes [<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>]. Uptake of NMP may be improved by provision as a service (with device and perfusionist included), or by centralisation of perfusion in dedicated Assessment and Recovery Centres (ARCs). Organs that should be considered for ARC assessment include (i) those with the highest risk of decline (perhaps defined by the DUI derived for this study) to allow further viability assessment and improve chances of utilisation, (ii) those where more time is required for logistical reasons, and (iii) organs declined by all centres, for assessment and reoffering if they meet pre-defined viability criteria. Embedding ARCs within dedicated organ recovery centres is a viable option that is already gaining traction in the US [<xref ref-type="bibr" rid="B20">20</xref>]. Centralised provision of perfusion technologies also has the benefit of consistent protocols and data collection, and the potential to reduce the evolving disparities in access.</p>
<p>Other factors affecting NMP uptake include a preference to proceed straight to transplant following SCS (with or without NRP) for lower-risk livers, or for other machine perfusion technologies including hypothermic oxygenated machine perfusion (HOPE), which is logistically much simpler. Indeed, the most common reason documented for NMP non-use during the PLUS study was clinician preference to proceed directly to transplant, although this may also partly reflect logistical/resource challenges with use of NMP. Livers undergoing HOPE were excluded from the current study, although the number was relatively small. DCD livers undergoing NRP were included, with adjustment in analysis, and NRP use increased in the prospective cohort. Notably, the effect of NMP availability exceeded our pre-defined efficacy threshold in the DCD subgroup, although this effect on utilisation was reduced when corrected for NRP use in <italic>post hoc</italic> analysis. This suggests that the significant improvement in functional utilisation of DCD livers seen between the two cohorts resulted from a combination of the two technologies in DCD donation. Indeed, there is already evidence from the UK that NRP can improve liver utilisation [<xref ref-type="bibr" rid="B3">3</xref>], and so in many cases (especially given resource constraints) additional NMP following NRP may have limited impact. However, even with the use of NRP, NMP allows additional opportunity to recondition and assess function <italic>ex-situ</italic> prior to transplant, and the two technologies are increasingly seen as complementary rather than exclusive particulary for livers failing NRP criteria [<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>]. The increase in the proportion of livers retrieved, and the proportion of DCD livers transplanted, in the prospective cohort in our study suggest that with the combined use of these technologies transplant clinicians are more likely to accept organs for assessment that would previously not have been retrieved.</p>
<p>The liver non-utilisation rate (of retrieved livers) increased in the prospective cohort. This was accompanied by a significant increase in the liver retrieval rate, suggesting an increased willingness to retrieve and assess higher-risk organs in this cohort, possibly due to increased availability of both NMP and NRP allowing preservation and assessment.</p>
<p>No significant differences were seen in secondary outcomes. One-year graft and patient survival were consistent with national data, despite the cohort consisting of relatively high DLI livers. Despite an increase in the proportion of DCD livers transplanted in the NMP cohort, a smaller proportion reported biliary complications. The VITTAL study has previously suggested a high rate of non-anastomotic biliary strictures when transplanting very high-risk declined livers following use of NMP, albeit with long pre-perfusion cold ischaemic times [<xref ref-type="bibr" rid="B12">12</xref>]. Improved definition of cholangiocyte viability markers during NMP (including bile production, bile pH and bicarbonate levels) may help to mitigate this risk [<xref ref-type="bibr" rid="B23">23</xref>]. The current results suggest that in this cohort of livers at high risk of non-utilisation, functional assessment during NMP allows safe transplantation without an increase in the risk of post-transplant complications.</p>
<p>PLUS addressed an important question&#x2013;what would the effect be of making of NMP available routinely? Strengths of the study are the real-world nature of the liver and patient cohorts, involving all UK transplant centres. The use of registry data for follow-up improved the efficiency of the study, allowing direct comparison to the retrospective control cohort.</p>
<p>The experience of running this study illustrates the challenges of conducting any trial of a novel (but available) intervention in which the judgement of investigators may be in flux (i.e., loss of equipoise leading to unwillingness to recruit consistently). We believe that the use of a rigorous but non-randomised design of the type used in PLUS may prove to be a useful precedent in future transplant studies. The use of a threshold-crossing design is novel in transplantation: it removes the need to randomise patients to receive conventional therapy (including no intervention), but requires the assumption that the retrospectively-recruited cohort remains typical of current practice. Indeed, one of the main weaknesses of the threshold-crossing design is that changes in practice over time may favour better outcomes in the study cohort. In PLUS, pre-study analysis demonstrated that the primary outcome of functional utilisation had remained remarkably static over time in the 4 years prior to the study, and the donor and recipient characteristics were also very similar between the cohorts. In fact, as seen in SDC12, the functional utilisation of DCD livers had been falling slightly over time, making the observation of increased utilisation in the prospective study cohort even more important. The main differences seen were in the characteristics of livers retrieved and transplanted, which are likely due to a combination of the study intervention and increased use of NRP between the cohorts, which we corrected for in the analysis.</p>
<p>In summary, PLUS supports the hypothesis that NMP availability increases functional utilisation of high-risk livers, but that the benefit of this new technology may be restricted unless it is properly resourced. Future implementation requires consideration of provision of NMP as a service, or centralised delivery of NMP in assessment and repair centres.</p>
<p>The main conclusions of this study, therefore, are that: (i) NMP availability increases organ utilisation, although less than expected; (ii) alternative trial designs are feasible and may be required where equipoise is lacking; (iii) evaluation of new technologies must include the infrastructure needed for effective implementation.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The studies involving humans were approved by South Central &#x2013; Oxford C Research Ethics Committee (ref 21/SC/0297). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>PF was CI, SK was co-CI and operational lead for the PLUS study, sharing responsibility for overall design and conduct. CW, BD, RR, DN, CC, and HT were co-investigators, and members of the trial management group. BF, AS, CW, J-MP, RM, WJ, CC, and GO were local PIs, responsible for recruitment and study conduct at the individual sites. HT, RB, CB, KB, EA, LS, AN, JM, AI, and KK are members of the NHSBT Clinical Trials Unit, responsible for database design, quality assurance and statistical analysis. AH, BM, and SB assisted in site data collection and data queries. CM represents OrganOx Ltd., the SME partner for the study. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>We would like to acknowledge the teams at all seven UK liver transplant sites, including the surgeons, perfusionists, research nurses and patients participating in the study, as well as the patients, donors and their families. We would also like to acknowledge Daphne Kounali, Ana Mora, Anthea Craven and Renate Hodge previously at the CTU and the members of the TSC (Stefan Schneeberger, Matthew Cramp, Ian Alwayn, David Radford) and DMC (James Neuberger, Kerri Barber, Chris Callaghan).</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that this study received support-in-kind form OrganOx limited, who provided discounted disposable sets for use in the study. OrganOx was not involved in the study design, collection, analysis or interpretation of data. PF and CC are co-founders and shareholders in OrganOx (a University of Oxford spinout company). At the time of this study, they were in receipt of consultancy payments as non-executive Chief Medical and Technical Officers (respectively) of the company. CW receives consultancy income from OrganOx as Consulting Medical Director, but was not employed at the time of study recruitment. SK, CC, and DN have received consultancy income from OrganOx for assisting with the design and conduct of previous trials. J-MP has received a speaker fee for presenting at an OrganOx symposium. CM is CEO of OrganOx Limited, SME partner for this study.</p>
<p>The remaining author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="supplementary-material" id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontierspartnerships.org/articles/10.3389/ti.2026.16653/full#supplementary-material">https://www.frontierspartnerships.org/articles/10.3389/ti.2026.16653/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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<fn-group>
<fn fn-type="abbr" id="abbrev1">
<label>Abbreviations:</label>
<p>ARC, Assessment and Recovery Centre; CI, Confidence Interval; DBD, Donation after Brain Death; DCD, Donation after Circulatory Death; DLI, Donor Liver Index; DUI, Donor Utilisation Index; HOPE, Hypothermic Oxygenated Perfusion; ITU, Intensive Care Unit; NMP, Normothermic Machine Preservation; NRP, Normothermic Regional Perfusion; MEAF, Model for Early Allograft Function; MELD, Model for End-stage Liver Disease; OR, Odds Ratio; PLUS, Perfused Liver Utilisation Study; SAE, Serious Adverse Event; SCS, Static Cold Storage; SDC, Supplementary Digital Content; UKTR, UK Transplant Registry.</p>
</fn>
</fn-group>
</back>
</article>