Evidence map›Paper›PMID 42277261›Full record

ArticleScientific reports2026

Selection, genetic parameters, and multi-year stability of cacao yield under agroforestry in Rondônia, Brazil.

Caio Márcio Vasconcellos Cordeiro de Almeida, Fernando Luiz de Oliveira Corrêa, Francisco Antônio Neto, Gabriel Mazetti Blasques, Luiz Antônio Dos Santos Dias

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

5 authors.

Caio Márcio Vasconcellos Cordeiro de AlmeidaCEPLAC/MAPA, Rua Salgado Filho, 2595, Bairro São Cristóvão, Porto Velho, Rondônia, 76804-054, Brazil.ORCID https://orcid.org/0000-0001-9299-728X
Fernando Luiz de Oliveira CorrêaCEPLAC/MAPA, Estação Experimental Frederico Afonso, BR 364, Km 325, Estância Turística Ouro Preto do Oeste, Rondônia, 76920-000, Brazil.ORCID https://orcid.org/0009-0002-3383-1516
Francisco Antônio NetoCEPLAC/MAPA, Estação Experimental Frederico Afonso, BR 364, Km 325, Estância Turística Ouro Preto do Oeste, Rondônia, 76920-000, Brazil.ORCID https://orcid.org/0009-0004-5463-6992
Gabriel Mazetti BlasquesDepartamento de Agronomia, Universidade Federal de Viçosa, Av. da Agronomia, 937, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil.ORCID https://orcid.org/0000-0001-8190-2206
Luiz Antônio Dos Santos DiasDepartamento de Agronomia, Universidade Federal de Viçosa, Av. da Agronomia, 937, Campus Universitário, Viçosa, Minas Gerais, 36570-900, Brazil. lasdias@ufv.br.ORCID https://orcid.org/0000-0002-1828-6938

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cocoa is a commodity of great global importance and wide acceptance among consumers. Known as the chocolate tree, the cacao is cultivated in developing countries. More than 60% of that production is concentrated Côte d'Ivoire and Ghana and it is declining. This scenario presents a new opportunity for Brazil, the world's seventh-largest producer. Rondônia, the fourth-largest producing Brazilian state, has several comparative advantages such as proximity to the Asian market, a predominance of a thousand small producers, and the potential to supply the market for fine cocoa. However, there is a need to recommend local clones selected for high performance and stability. To address this, we estimated genetic parameters and genotypic values using mixed models and investigated temporal stability by modeling the genotype × year interaction with covariance structures. Our study involved 30 clones under agroforestry, tested in randomized blocks with three replications and 9-plant plots. Cacao yield was assessed over seven consecutive years of harvests, counted from the third year in the field. Significant clonal effects were observed, and the mean dry bean yield (476 kg ha

Indexed as

CacaoForestrySelection, GeneticBrazilGenetic VariationGenotypeFactor analyticGenetic gain with selectionMixed modelsTemporal stabilityTheobroma cacao L.

Identifiers

PMID42277261
PMCPMC13503921

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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.