Evidence map›Paper›PMID 42749717›Full record

ArticleNature communications2026

A multicenter kidney transplantation study identifies hierarchy and directionality of HLA-DQ alloimmune responses.

Dennis A J Van Den Broek, Akansha Agrawal, Marta Crespo, Marie-Paule Emonds, Sebastiaan Heidt, Danny van der Helm, Tobias L Lenz, Maria Meneghini, Eduard Palou, Dolores Redondo Pachón and 5 more

Abstract readMulticenter Study
In one paragraph

Article in Nature communications, 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

15 authors.

Dennis A J Van Den BroekDepartment of Surgery, Comprehensive Transplant Center, Northwestern University, Chicago, IL, USA.ORCID 0000-0001-7135-4752
Akansha AgrawalDepartment of Surgery, Comprehensive Transplant Center, Northwestern University, Chicago, IL, USA.
Marta CrespoDepartment of Nephrology, Kidney Transplant Unit, Hospital del Mar and Hospital del Mar Research Institute, Barcelona, Spain.ORCID 0000-0001-6992-6379
Marie-Paule EmondsDepartment of Microbiology, Immunology and Transplantation, Nephrology and Renal Transplantation Research Group, KU Leuven, Leuven, Belgium.ORCID 0000-0002-2653-8656
Sebastiaan HeidtDepartment of Immunology, Leiden University Medical Center (LUMC), Leiden, the Netherlands.ORCID 0000-0002-6700-188X
Danny van der HelmDept of Medicine, Leiden Transplant Center, Leiden University Medical Center (LUMC), Leiden, the Netherlands.ORCID 0000-0002-8227-3998
Tobias L LenzDepartment of Biology, Evolutionary Immunogenomics, University of Hamburg, Hamburg, Germany.ORCID 0000-0002-7203-0044
Maria MeneghiniDepartment of Surgery, Comprehensive Transplant Center, Northwestern University, Chicago, IL, USA.
Eduard PalouDepartment of Immunology, Hospital Clinic, Barcelona, Spain.ORCID 0000-0003-1544-1485
Dolores Redondo PachónDepartment of Nephrology, Kidney Transplant Unit, Hospital del Mar and Hospital del Mar Research Institute, Barcelona, Spain.
Dave L RoelenDept of Medicine, Leiden Transplant Center, Leiden University Medical Center (LUMC), Leiden, the Netherlands.ORCID 0000-0002-1846-1193
Aleksandar SenevDepartment of Surgery, Comprehensive Transplant Center, Northwestern University, Chicago, IL, USA.ORCID 0000-0002-6196-4669
Maarten NaesensDepartment of Microbiology, Immunology and Transplantation, Nephrology and Renal Transplantation Research Group, KU Leuven, Leuven, Belgium.ORCID 0000-0002-5625-0792
Aiko P J de VriesDept of Medicine, Leiden Transplant Center, Leiden University Medical Center (LUMC), Leiden, the Netherlands.ORCID 0000-0002-9284-3595
Anat R TamburDepartment of Surgery, Comprehensive Transplant Center, Northwestern University, Chicago, IL, USA. a-tambur@northwestern.edu.ORCID 0000-0002-0320-9825

Funding

Division of Intramural Research, National Institute of Allergy and Infectious Diseases (Division of Intramural Research of the NIAID) RO1A\170728
6 · The paper itself

Abstract

HLA-incompatibility between recipient and donor is conventionally assessed by counting serologic mismatches. More recently, tools quantifying differences at the amino acid level are advocated to prognosticate risk for generation of de-novo donor-specific antibodies (dnDSA). Using hierarchical clustering based on HLA evolutionary divergence and amino acid physiochemical unique qualities to evaluate HLA-DQ αβ-heterodimers, we demonstrate that HLA-DQ alleles segregate into two main evolutionary clades, and further subdivide into six functional sub-categories. Applying this biologically grounded immune risk-stratification approach to a cohort of 3003 kidney allograft recipients from five transplant centers shows that transplantation across the two evolutionary clades is associated with hierarchy and directionality of humoral immune responses, despite similar values when applying quantitative metrics. Our three-tier risk stratification model identifies patients at higher risk to develop dnDSA (HR:6.77; 95%CI:4.64-9.90), and antibody mediated rejection (HR:4.41; 95%CI:1.44-13.53). This work provides a thoughtful immunologic framework, that outperforms quantitative metrics, for alloimmune risk stratification.

Indexed as

Biological EvolutionGraft RejectionHLA-DQ AntigensKidney TransplantationAllelesFemaleHumansImmunity, HumoralIsoantibodiesMalePhylogenyRisk AssessmentHLA-DQ AntigensIsoantibodies

Identifiers

PMID42749717
PMCPMC13582852

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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.