Evidence map›Paper›PMID 42656673›Full record

ArticleFrontiers in immunology2026

Global patterns of KIR genotype diversity reflect human migration and regional differences.

Shaghik Barani, Lisbeth Guethlein, Derek Middleton, Faviel F Gonzalez-Galarza, Raja Rajalingam

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

5 authors.

Shaghik BaraniIndependent Researcher, Yerevan, Armenia.
Lisbeth GuethleinImmunogenetics and Transplantation Laboratory (ITL), University of California, San Francisco (UCSF), San Francisco, San Francisco, United States.
Derek MiddletonInstitute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom.
Faviel F Gonzalez-GalarzaCenter for Biomedical Research, Autonomous University of Coahuila, Torreon, Mexico.
Raja RajalingamImmunogenetics and Transplantation Laboratory (ITL), University of California, San Francisco (UCSF), San Francisco, San Francisco, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Killer-cell immunoglobulin-like receptors (KIR) are highly polymorphic receptors expressed by natural killer (NK) cells that regulate immune responses through interactions with HLA class I ligands. Variation in KIR gene content influences immunity, reproduction, transplantation outcomes, and susceptibility to disease, yet global patterns of KIR genotype diversity remain incompletely characterized. Methods: We assembled a curated dataset comprising 25,304 individuals from 192 populations worldwide, representing 662 distinct KIR genotypes. Genotypes were classified according to gene content and haplotype structure, including group A and B haplotype-associated motifs. Population diversity was assessed using Simpson's diversity index, while geographic distribution, pairwise statistical testing, and principal component analysis were used to evaluate population structure and patterns of genetic variation. Results: KIR genotype diversity was high overall but showed marked geographic heterogeneity. Populations of Northeast Asia, Southeast Asia and the Americas exhibited reduced diversity due to enrichment of specific genotype subsets, whereas South Asian populations displayed greater diversity and more balanced genotype distributions. Geographic mapping and statistical analyses identified regional differences characterized by distinct KIR genotype profiles. Principal component analysis further demonstrated strong population stratification associated with demographic history and regional differences. The observed distributions could be due to founder effects as well as selection acting on KIR-mediated immune and reproductive functions, maintaining diversity while favoring different genotype subsets in different populations. Conclusions: This study provides the most comprehensive assessment of global KIR genotype diversity to date and demonstrates how it is possible that human migration, demographic history, and selective pressures have shaped NK cell receptor variation worldwide. These findings advance our understanding of human immunogenetic diversity and have important implications for transplantation, disease association studies, immunotherapy, and the implementation of population-informed precision medicine.

Indexed as

Genetic VariationGenotypeReceptors, KIRGene FrequencyGenetics, PopulationHaplotypesHumansKiller Cells, NaturalReceptors, KIRevolutionary selectiongenetic diversitykiller cell immunoglobulin-like receptors (KIR)KIR genotypesnatural killer cellsNK cell receptorspopulation genetics

Identifiers

PMID42656673
PMCPMC13506890

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.