Evidence map›Paper›PMID 42319497›Full record

ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2026

Optimising realised genetic gain with low forward predictive ability across cycles for cooking time and correlated traits in common bean based on multivariate genomic selection.

Renu Saradadevi, Winnyfred Amongi, Clare Mukankusi, Allan S Male, Jean-Claude Rubyogo, Eric Huttner, Felipe A Castro-Urrea, Li Li, Kadambot H M Siddique, Wallace A Cowling

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

10 authors.

Renu SaradadeviThe UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0001-9436-2392
Winnyfred AmongiAlliance of Bioversity International and International Center for Tropical Agriculture (CIAT), c/o National Agricultural Research Laboratories, Kawanda, P.O. Box 6247, Kampala, Uganda.ORCID http://orcid.org/0000-0001-8532-2348
Clare MukankusiAlliance of Bioversity International and International Center for Tropical Agriculture (CIAT), c/o National Agricultural Research Laboratories, Kawanda, P.O. Box 6247, Kampala, Uganda.ORCID http://orcid.org/0000-0001-7837-4545
Allan S MaleAlliance of Bioversity International and International Center for Tropical Agriculture (CIAT), c/o National Agricultural Research Laboratories, Kawanda, P.O. Box 6247, Kampala, Uganda.
Jean-Claude RubyogoAlliance of Bioversity International and International Center for Tropical Agriculture (CIAT), ICIPE Campus, Duduville Complex, Kasarani Road, P.O Box 823, Nairobi, 00621, Kenya.ORCID http://orcid.org/0000-0002-6966-0790
Eric HuttnerChloroplast Consulting, Canberra, ACT, 2614, Australia.ORCID http://orcid.org/0000-0002-3240-9885
Felipe A Castro-UrreaThe UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0002-1705-0798
Li LiAnimal Genetics and Breeding Unit, The University of New England, Armidale, NSW, 2351, Australia.ORCID http://orcid.org/0000-0002-3601-9729
Kadambot H M SiddiqueThe UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia.ORCID http://orcid.org/0000-0001-6097-4235
Wallace A CowlingThe UWA Institute of Agriculture, The University of Western Australia, Perth, WA, 6009, Australia. wallace.cowling@uwa.edu.au.ORCID http://orcid.org/0000-0002-3101-7695

Funding

Australian Centre for International Agricultural Research CROP/2018/132
6 · The paper itself

Abstract

key messageRapid genetic gain was achieved for cooking time in common bean based on multivariate genomic analysis, but forward predictive ability was low and phenotyping remains essential to secure genetic gain. Common beans (Phaseolus vulgaris L.) are a major source of protein and energy in sub-Saharan Africa, but their long cooking time (CKT) imposes social, economic, environmental and health burdens. This study aimed to accelerate genetic gain for shorter CKT while maintaining or improving other seed traits such as seed iron (Fe) and zinc (Zn) content, water absorption capacity (WAC) and 100-seed weight (SW100) across rapid cycles of early-generation genomic selection. Two related founder populations were selected from the African bean panel and intercrossed in 2020 (population A) and 2021 (population B), followed by rapid two-year cycles of augmented S

Indexed as

CookingPhaseolusPlant BreedingSelection, GeneticGenome, PlantGenomicsGenotypeModels, GeneticPhenotypeSeedsZincZinc

Identifiers

PMID42319497
PMCPMC13282318

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.