Evidence map›Paper›PMID 41993326›Full record

ArticlebioRxiv : the preprint server for biology2026

Temporal shifts in polygenic traits track major epidemics in Western Eurasia.

Flavio De Angelis, Lars Fehren Schmitz, Carlos Eduardo G Amorim

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

3 authors.

Flavio De AngelisSchool of Human Evolution and Social Change, Arizona State University, Tempe, AZ, 85281, U.S.A.ORCID 0000-0002-4747-2385
Lars Fehren SchmitzDepartment of Mental and Physical Health, and Preventive Medicine, University of Campania "Luigi Vanvitelli", Naples, 80138, Italy.ORCID 0000-0001-5510-1114
Carlos Eduardo G AmorimSchool of Human Evolution and Social Change, Arizona State University, Tempe, AZ, 85281, U.S.A.ORCID 0000-0002-8827-238X

Funding

Characterizing Human-Pathogen Interactions and Natural Selection with Ancient DNAR35GM142939 · NIGMS · CALIFORNIA STATE UNIVERSITY NORTHRIDGE · PI GUERRA AMORIM, CARLOS EDUARDO · 2021 to 2025
$1.8M
NIGMS NIH HHS R35 GM142939
6 · The paper itself

Abstract

Infectious diseases are recognized as one of the strongest selective forces, exerting a profound influence on the genetic makeup of human populations over time. Recently, large-scale genome-wide association studies (GWAS) on immunological traits have underscored the notion that genetic predisposition to infectious diseases likely stems from the contribution of several thousand loci across the human genome. To model the polygenic inheritance of these traits, multiple variants can be combined into polygenic risk scores (PRS), which estimate an individual's genetic predisposition for a trait. By combining present-day GWAS statistics from large European biobanks with genomic data from more than 3,500 ancient individuals from Western Eurasia, we characterize temporal changes in four highly heritable infectious disease-related traits over a span of 10,000 years. In doing so, we account for variation in these traits across time, space, and genetic ancestries, and demonstrate that the observed patterns cannot be explained by genetic drift alone. Our findings suggest that major disease outbreaks in human history are associated with shifts in polygenic traits in human populations. Specifically, three events - the Justinian Plague, Antonine Plague, and early medieval measles outbreaks - coincide with significant shifts in the polygenic profiles of these traits. Using a Gene Ontology enrichment approach, we show that these shifts involve multiple systemic biological processes, with a consistent emphasis on metabolic pathways modulating immunological responses both directly and indirectly.

Identifiers

PMID41993326
PMCPMC13081869

What Socratic holds

Textmetadata
LicenceCC BY-ND
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 Socratic graph.