Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Machine learning-driven discovery of host genetic factors for paratuberculosis in goats within the one health framework.

BMC veterinary research - 7 Apr 2026

Yaman Yalçın, Eser Ahmet, Coşkun Devran, Aymaz Ramazan, Kişi Yiğit Emir, Keleş Murat, Yağcı Serdar, Gülaydin Özgül, Şengül Serkan Süleyman, İrak Kıvanç, Bolacalı Memiş

Abstract excerpt

Paratuberculosis, caused by Mycobacterium avium subsp. paratuberculosis (MAP), remains a persistent One Health concern due to its slow clinical course, environmental resilience, wide circulation in ruminant systems, and unresolved zoonotic implications. To characterise MAP exposure across Türkiye’s goat populations, we conducted a nationwide genomic survey encompassing seven breeds from 36 farms in 11 provinces....

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Genetic Predisposition to Disease
Share to Goat Diseases

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Machine Learning

Share to Mycobacterium avium subsp. paratuberculosis

Share to Paratuberculosis

Share to Polymorphism, Single Nucleotide

Source

Open in PubMed Open full text

Identifiers

PMID: 41947134
DOI: 10.1186/s12917-026-05430-x
PMCID: PMC13191914

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Machine learning-driven discovery of host genetic factors for paratuberculosis in goats within the one health framework.PMID 41947134Read ↗

Machine Learning–Driven Discovery of Host Genetic Factors for Paratuberculosis in Goats Within the One Health FrameworkSemantic proximity Read ↗

A Machine Learning Framework for Genomic Prediction of Paratuberculosis Predisposition in Goats: Discrimination–Calibration Dissociation Across Learning ArchitecturesSemantic proximity Read ↗

Genome-wide association analysis for susceptibility to infection by Mycobacterium avium ssp. paratuberculosis in US Holsteins.Semantic proximity Read ↗

The Paratuberculosis Paradigm Examined: A Review of Host Genetic Resistance and Innate Immune Fitness in Mycobacterium avium subsp. Paratuberculosis InfectionSemantic proximity Read ↗

Candidate genes associated with the heritable humoral response to Mycobacterium avium ssp. paratuberculosis in dairy cows have factors in common with gastrointestinal diseases in humansSemantic proximity Read ↗

Genome-wide association study of Mycobacterium avium subspecies Paratuberculosis infection in Chinese HolsteinSemantic proximity Read ↗

Advances in understanding the genetic architecture of antibody response to paratuberculosis in sheep by heritability estimate and LDLA mapping analyses and investigation of candidate regions using sequence-based data.Semantic proximity Read ↗

Short communication: Uncovering quantitative trait loci associated with resistance to Mycobacterium avium ssp. paratuberculosis infection in Holstein cattle using a high-density single nucleotide polymorphism panel.Semantic proximity Read ↗

MAP, Johne’s disease and the microbiome; current knowledge and future considerationsSemantic proximity Read ↗

Genome-wide association analysis identified both RNA-seq and DNA variants associated to paratuberculosis in Canadian Holstein cattle ‘in vitro’ experimentally infected macrophagesSemantic proximity Read ↗

The genetic architecture of milk ELISA scores as an indicator of Johne's disease (paratuberculosis) in dairy cattle.Semantic proximity Read ↗

An across-breed genome wide association analysis of susceptibility to paratuberculosis in dairy cattle.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.