Evidence map›Paper›PMID 40688690›Full record

ArticleFrontiers in plant science2025

Assessing genetic redundancy and diversity in Colombian cacao germplasm banks using SNP fingerprinting.

Jaime A Osorio-Guarín, Jhon A Berdugo-Cely, Gina A Garzón-Martínez, Deisy Lisseth Toloza-Moreno, Paola Delgadillo-Duran, Eliana Y Báez-Daza, Lyndel W Meinhardt, Sunchung Park, Dapeng Zhang, Roxana Yockteng

Abstract read
In one paragraph

Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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.

Jaime A Osorio-GuarínCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.
Jhon A Berdugo-CelyCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.
Gina A Garzón-MartínezCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.
Deisy Lisseth Toloza-MorenoCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.
Paola Delgadillo-DuranCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.
Eliana Y Báez-DazaCentro de Investigación La Suiza, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Rionegro, Colombia.
Lyndel W MeinhardtDepartment of Agriculture, United States Department of Agriculture - Agricultural Research Service (USDA ARS) Sustainable Perennial Crops Laboratory, Beltsville, MD, United States.
Sunchung ParkDepartment of Agriculture, United States Department of Agriculture - Agricultural Research Service (USDA ARS) Sustainable Perennial Crops Laboratory, Beltsville, MD, United States.
Dapeng ZhangDepartment of Agriculture, United States Department of Agriculture - Agricultural Research Service (USDA ARS) Sustainable Perennial Crops Laboratory, Beltsville, MD, United States.
Roxana YocktengCentro de Investigación Tibaitatá, Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), Mosquera, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cacao germplasm is the cornerstone of sustainable cacao production, underpinning efforts to develop high-yielding, quality-rich, and climate-resilient varieties. This study aimed to evaluate the mislabeling, the genetic redundancy, and diversity of two cacao germplasm banks maintained at the Palmira and La Suiza research centers of the Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA), from Colombia. We genotyped 4,653 cacao trees from these collections, and after applying quality control filters, a final set of 77 SNP markers was used for all subsequent analyses. Our results revealed that both collections exhibit a similar pattern of genetic diversity. However, a medium rate of mislabeling (12.4%) and high genetic redundancy (53.1%) were detected, likely due to errors in collecting, introduction, pre-planting labeling, and the use of rootstocks. To optimize the evaluation conserved cacao germplasm, we defined core collections independently, which comprise 246 and 190 samples for Palmira and La Suiza, respectively. This research demonstrates the importance of maintaining a well-classified cacao collection with minimal genetic redundancy, thereby improving accuracy and reducing maintenance costs. This will not only enhance conservation efforts but also enrich the genetic diversity of the collection.

Indexed as

breedingcacaoduplicategermplasm banksKASPmislabelingmolecular marker

Identifiers

PMID40688690
PMCPMC12271136

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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.