Evidence map›Paper›PMID 42423421›Full record

ArticleThe Plant journal : for cell and molecular biology2026

Integrated transcriptome-metabolome analyses reveal regulatory networks underlying soluble solids accumulation in Capsicum chinense fruits.

Wesley Elias Bhering Barrios, Acácio Rodrigues-Salvador, Rebeca Patrícia Omena-Garcia, Débora Gonçalves Gouveia, Caris Dos Santos Viana, Laise Rosado-Souza, Pedro Marcus Pereira Vidigal, Diego Mauricio Riaño-Pachón, Federico Scossa, Alisdair R Fernie and 3 more

Abstract read
In one paragraph

Article in The Plant journal : for cell and molecular biology, 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

13 authors.

Wesley Elias Bhering Barrios *National Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0002-7023-0659
Acácio Rodrigues-Salvador *National Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.
Rebeca Patrícia Omena-GarciaNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0001-5785-5585
Débora Gonçalves GouveiaNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0001-9904-3585
Caris Dos Santos VianaNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0001-7860-9965
Laise Rosado-SouzaMax Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany.ORCID https://orcid.org/0000-0002-6000-771X
Pedro Marcus Pereira VidigalNuBioMol, Center of Biological Sciences, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.
Diego Mauricio Riaño-PachónLaboratório de Biologia Computacional, Evolutiva e de Sistemas, Centro de Energia Nuclear Na Agricultura, Universidade de São Paulo, Piracicaba, Brazil.
Federico ScossaMax Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany.ORCID https://orcid.org/0000-0002-6233-1679
Alisdair R FernieMax Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany.ORCID https://orcid.org/0000-0001-9000-335X
Wagner L AraújoNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0002-4796-2616
Agustin ZsögönNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0001-7828-7425
Adriano Nunes-NesiNational Institute of Science and Technology on Plant Physiology Under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, MG, 36570-900, Brazil.ORCID https://orcid.org/0000-0002-9581-9355

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 406455/2022-8Conselho Nacional de Desenvolvimento Científico e Tecnológico 484675/2013-3Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorFundação de Amparo à Pesquisa do Estado de Minas Gerais BPD-00519-22Fundação de Amparo à Pesquisa do Estado de Minas Gerais CRA - RED-00060-23
6 · The paper itself

Abstract

The Capsicum genus shows remarkable phenotypic diversity, making it an excellent system to study non-climacteric fruit ripening. Unlike climacteric model species, such as tomato (Solanum lycopersicum), the regulatory networks linking transcriptome and metabolome to fruit quality traits remain poorly understood in non-climacteric crop species. To address this gap, we selected four contrasting C. chinense accessions and performed integrated transcriptomic and metabolomic analyses to investigate the regulation of total soluble solids (TSS) accumulation. We profiled 16 922 genes and 63 metabolic features across two fruit developmental stages (immature and mature), including sugars, organic acids, capsaicinoids, and other secondary metabolites. We identified more than 3800 differentially expressed genes and detected strong correlations between gene expression and metabolite levels. Some metabolites, including chlorophylls, carotenoids, and starch, showed consistent temporal trends across genotypes, while others showed genotype-dependent variation. Our results demonstrate that pepper fruit ripening involves a transcriptional shift toward soluble sugar accumulation, characterized by upregulation of starch-hydrolyzing enzymes (CaAMY1/2, CaBAM1), invertases (CaINV1, CaCWINV3), sucrose synthase (CaSUS2), and the sugar transporter CaSWEET10, alongside downregulation of the starch biosynthetic gene CaSBE1. Among these, CaSUS2, CaSWEET10, and CaBAM1 emerged as key candidate regulators. These results suggest that coordinated starch degradation and sucrose transport primarily drive TSS increase, while secondary metabolism undergoes independent shifts that characterize other aspects of the ripening process.

Indexed as

CapsicumFruitGene Regulatory NetworksMetabolomeTranscriptomeGene Expression ProfilingGene Expression Regulation, PlantPlant ProteinsPlant ProteinsCapsicum chinensemulti‐omics integrationnon‐climacteric ripeningtotal soluble solids

Identifiers

PMID42423421
PMCPMC13348266

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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.