From listmaster animalgenome.org Tue Jul 22 16:22:24 2025
From: "James Koltes" <jekoltesiastate.edu>
To: Members of AnGenMap <angenmapanimalgenome.org>
Subject: NRSP8 workshop highlights on training, AI, and collaboration
Date: Tue, 22 Jul 2025 16:22:25 -0500
Building the next genomic workforce: NRSP8 workshop highlights training, AI,
and collaboration
By Wellison J.S. Diniz, Auburn University
Scientists, industry leaders, and trainees gathered in Nebraska this June
for a forward-looking NRSP8 Summer Workshop aimed at democratizing access to
cutting-edge animal genomics and data science. Held June 6 and 7 at the
University of Nebraska, Lincoln, the workshop brought together 33
participants from academia, industry, and government to explore new
frontiers in animal genetics, phenomics, artificial intelligence (AI), and
collaborative funding strategies.
This year’s workshop was designed to be inclusive, featuring three parallel
training tracks: Introductory, Intermediate, and Advanced, tailored to
diverse experience levels. Sessions spanned from foundational genetics
education to high-level discussions on pangenomics, AI in data integration,
applications of phenomics, and pipeline development for complex datasets.
NRSP8 members from several universities served as the instructors for the
three training track sessions.
“This meeting filled a critical gap,” said organizers, noting the strategic
timing alongside the U.S. Precision Livestock Farming conference and the
central location that made the event accessible to more stakeholders.
Keynote speakers from Neogen Genomics and Illumina discussed the
transformative role of industry-academic partnerships as well as the role of
new technologies (e.g., single-cell omics, long-read sequencing, and
genotyping by sequencing methods) in advancing genomics research. Their
presence wasn’t just symbolic; they actively participated in roundtables,
discussions, and networking events.
Major themes and takeaways
AI and genomics: Attendees engaged in rich dialogue on integrating AI into
livestock genomics, noting both opportunities (computer vision, LLMs) and
barriers (lack of trust and clarity in AI “black box” methods).
Data integration: From miRNA and isoform analysis to pangenomic and phenomic
datasets, participants expressed a strong interest in developing shared
pipelines and tools.
Genomics for trait discovery: A hot topic was the interaction between genetic
potential and environmental management, with discussions pointing to the need
for more robust environmental data and better models for resilience traits.
The event emphasized workforce development and career exposure through
structured networking lunches and industry-trainee pairing. The workshop left
a positive impression.
“Attendees told us they appreciated the intimate format, the hands-on
sessions, and the immediate relevance of what they learned,” said the
organizing team. Industry representatives echoed the sentiment.
We look forward to building on this success at the next NRSP8 workshop. We
invite researchers, trainees, and industry leaders to join us in shaping the
future of livestock genomics. Get more information on how to join NRSP8 at
https://www.animalgenome.org/NRSP8/join
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See https://www.animalgenome.org/NRSP8/ for current and more NRSP8 updates.
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