Evidence map›Paper›PMID 42469377›Full record

ReviewNature plants2026

The hidden geometry of breeding constraints.

Daniel Ortiz-Barrientos, David Jordan, Mark Cooper

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature plants, 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.

Daniel Ortiz-BarrientosSchool of the Environment, University of Queensland, St Lucia, Queensland, Australia. d.ortizbarrientos@uq.edu.au.ORCID http://orcid.org/0000-0002-7493-416X
David JordanQueensland Alliance for Agriculture and Food Innovation, University of Queensland, Hermitage Research Facility, Warwick, Queensland, Australia.ORCID http://orcid.org/0000-0002-8128-1304
Mark CooperQueensland Alliance for Agriculture and Food Innovation, University of Queensland, St Lucia, Queensland, Australia. mark.cooper@uq.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thousands of years of breeding and agronomic change have pushed genetic change into increasingly narrow corridors. The approach has worked effectively, but gains are slowing and much genetic variance expected from heritability estimates is not readily found. We propose that breeding constraints, the practical demands that make crops useful, force genetic exploration onto curved, lower-dimensional surfaces within the larger landscape of possibility. In crops, these constraints arise jointly from genetic choices and management decisions about fertilizer, sowing density, weed and pest control, irrigation and harvest logistics, which together define the range of environments in which genotypes are routinely grown. These constraints may hide certain classes of gene interactions from breeding programmes, creating an additive appearance where the underlying biology may remain epistatic. Selection moves by additive steps, but on a curved, constrained surface: the speed looks additive, but the long-term path follows the geometry of the constraints. This framework particularly applies to major crop species subjected to intensive directional selection over many generations for stable agricultural requirements, the context where constraint-based filtering of genetic variance is most pronounced. When selection has had less opportunity to impose its effects and gene interactions are weak, this geometric filtering may be less consequential. But when epistatic effects shape fitness, constraints could hide substantial genetic potential behind these boundaries. This Perspective suggests potential escape routes from current plateaus: strategic wide crosses, transgene combinations and targeted edits that access genetic variance currently excluded by constraints.

Indexed as

BreedingCrops, AgriculturalPlant BreedingSelection, GeneticEpistasis, GeneticGenetic Variation

Identifiers

PMID42469377

What Socratic 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 Socratic graph.