The next frontier for genomic prediction is computational

From the seminal paper by Meeuwissen et al. 2001 to the GSA Journals Series launch in 2015, the field of Genomic Prediction continues to gain momentum. The field is increasingly dynamic, with new technology increasing the scale and scope of the data available. Significant challenges exist in building computational models. Questions of how to appropriately account for different types of data, and which data improve predictions are interwoven. What is the best path forward? What methods will improve predictions? Authors can submit their rejoinder or start a new discussion on one of the many important topics in the field by submitting a Dialogue and Debate article for peer review at G3.

Authors

Institutions

Publication Details

Journal
G3 Genes Genomes Genetics
Published
2026-02-01
DOI
https://doi.org/10.1093/g3journal/jkaf290
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The next frontier for genomic prediction is computational

Lauren M. McIntyre
G3 Genes Genomes Genetics
Genetic and phenotypic traits in livestock
article

The next frontier for genomic prediction is computational

Lauren M. McIntyre
article en

Abstract

From the seminal paper by Meeuwissen et al. 2001 to the GSA Journals Series launch in 2015, the field of Genomic Prediction continues to gain momentum. The field is increasingly dynamic, with new technology increasing the scale and scope of the data available. Significant challenges exist in building computational models. Questions of how to appropriately account for different types of data, and which data improve predictions are interwoven. What is the best path forward? What methods will improve predictions? Authors can submit their rejoinder or start a new discussion on one of the many important topics in the field by submitting a Dialogue and Debate article for peer review at G3.

G3 Genes Genomes GeneticsVol. 16(2)
University of Florida (US)
Openalex Percentile: Top 63%
Genetic and phenotypic traits in livestock
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The next frontier for genomic prediction is computational — Lauren M. McIntyre · G3 Genes Genomes Genetics (2026) | TGRS Research Map | TGRS