Evidence map›Paper›PMID 40806503›Full record

ArticleInternational journal of molecular sciences2025

Genomic Prediction of Adaptation in Common Bean (

Felipe López-Hernández, Diego F Villanueva-Mejía, Adriana Patricia Tofiño-Rivera, Andrés J Cortés

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. Leveraging Genetic Diversity for Abiotic Stress Tolerance.International journal of molecular sciences · 2026
    Article
  3. Omics Technologies in Molecular Biology.International journal of molecular sciences · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Pangenomic and Phenotypic Characterization of ColombianInternational journal of molecular sciences · 2025
    Article
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

4 authors.

Felipe López-HernándezCorporación Colombiana de Investigación Agropecuaria (AGROSAVIA)-CI La Selva, Km 7 vía Rionegro-Las Palmas, Rionegro 054048, Colombia.ORCID 0000-0002-4967-6955
Diego F Villanueva-MejíaApplied Sciences and Engineering School, EAFIT University, Medellín 050022, Colombia.ORCID 0000-0002-3837-5006
Adriana Patricia Tofiño-RiveraCorporación Colombiana de Investigación Agropecuaria (AGROSAVIA)-CI Motilonia, Codazzi 478020, Colombia.ORCID 0000-0001-7115-7169
Andrés J CortésCorporación Colombiana de Investigación Agropecuaria (AGROSAVIA)-CI La Selva, Km 7 vía Rionegro-Las Palmas, Rionegro 054048, Colombia.ORCID 0000-0003-4178-0675

Funding

The Korea-Latin America Food and Agriculture Cooperation Initiative (KoLFACI) 1001513
6 · The paper itself

Abstract

Climate change is jeopardizing global food security, with at least 713 million people facing hunger. To face this challenge, legumes as common beans could offer a nature-based solution, sourcing nutrients and dietary fiber, especially for rural communities in Latin America and Africa. However, since common beans are generally heat and drought susceptible, it is imperative to speed up their molecular introgressive adaptive breeding so that they can be cultivated in regions affected by extreme weather. Therefore, this study aimed to couple an advanced panel of common bean (

Indexed as

Adaptation, PhysiologicalGenome, PlantGenomicsHybridization, GeneticPhaseolusBayes TheoremColombiaGenotypePhenotypePlant BreedingPolymorphism, Single NucleotideBayesian modelinggenotyping by sequencing (GBS)heat tolerancehumid and dry coastal Colombiaintrogression breedingnorthwest South America

Identifiers

PMID40806503
PMCPMC12347012

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.