Evidence map›Paper›PMID 41657912›Full record

ArticleCanadian journal of kidney health and disease2026

HLA Experts' Perspectives on Precision Medicine and Molecular Matching in Kidney Transplantation: A Qualitative Study.

Lucy An, Aliya Affdal, Fabian Ballesteros, Marie-Françoise Malo, Savannah-Lou Cochran-Mavrikakis, Carina Sancho, Noémi Tousignant, Stirling Bryan, Paul Keown, Ruth Sapir-Pichhadze and 1 more

Abstract read
In one paragraph

Article in Canadian journal of kidney health and disease, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Lucy AnCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.ORCID https://orcid.org/0009-0007-7833-5889
Aliya AffdalCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.
Fabian BallesterosCentre hospitalier de l'Université de Montréal, QC, Canada.
Marie-Françoise MaloCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.
Savannah-Lou Cochran-MavrikakisDepartment of Philosophy, Université de Montréal, QC, Canada.
Carina SanchoCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.
Noémi TousignantCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.
Stirling BryanSchool of Population and Public Health, University of British Columbia, Vancouver, Canada.
Paul KeownFaculty of Medicine, University of British Columbia, Vancouver, Canada.
Ruth Sapir-PichhadzeFaculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada.ORCID https://orcid.org/0000-0003-0745-004X
Marie-Chantal FortinCentre de recherche du Centre hospitalier de l'Université de Montréal, QC, Canada.ORCID https://orcid.org/0000-0002-8437-0556

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Kidney transplantation is the best treatment for chronic kidney failure, but antibody-mediated rejection (AMR) is a major cause of kidney transplant loss. Human leukocyte antigen (HLA) molecular-compatibility-based organ allocation aims to reduce the risk of donor-specific antibody formation and thereby lower the risk of AMR. However, integrating molecular compatibility in organ allocation could introduce barriers to access, consequently raising ethical concerns. Objective: The objective of this study was to gather perspectives of HLA professionals on molecular matching in kidney transplantation. Design: Individual semi-structured interviews. Setting: Canadian HLA laboratories. Participants: HLA laboratory directors or HLA professionals. Methods: Seven participants took part in semi-structured interviews between January and June 2024. The interviews were digitally recorded, transcribed, and analyzed using the qualitative description approach. Results: Participants reported positive feelings regarding the current allocation system but highlighted that HLA matching could be improved. They differed on whether kidney allocation should prioritize medical utility or fairness. While acknowledging the potential benefits of precision medicine in improving transplant outcomes, experts emphasized that its implementation confronts both scientific uncertainties and practical challenges, identifying logistical, financial, technological, and occupational barriers. They expressed concerns regarding decreased access to kidney transplantation for marginalized groups, recommending the adoption of mitigation measures. Regarding the kidney-paired donation program, experts supported integrating molecular matching as an optimizing tool to complement the current algorithm. Participants recommended that future implementation of molecular matching in Canada should involve nationwide collaboration, establishing a maximum wait time and appropriate selection criteria, additional research, adequate staffing and funding for HLA laboratories, as well as education of transplant professionals and patients. Limitations: The major limitation of this study is the small number of participants, all of whom were Canadian HLA professionals. Consequently, results may not be generalizable to transplant contexts in other countries. Conclusion: This study highlights the complexities of integrating molecular matching into organ allocation, raising concerns about equity, feasibility, and implementation. While HLA experts agree on the importance of ensuring equity and timely access, their perspectives also underscore the challenges of implementation, such as the availability of timely high-resolution HLA typing, stakeholder buy-in, and the need for dedicated tools and applications. To ensure an ethical and equitable implementation, future efforts must address access disparities through targeted mitigation strategies, such as the introduction of a maximum waiting time for a molecular-matched kidney.

Indexed as

HLA professionalskidney allocationkidney transplantationmolecular matchingqualitative study

Identifiers

PMID41657912
PMCPMC12881328

What OpenQuestion holds

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Registered trials

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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.