Evidence map›Paper›PMID 42339384›Full record

ArticleFrontiers in plant science2026

From green to red: metabolic reprogramming and bacterial community succession underpin cherry tomato fruit ripening and quality formation.

Muzammil Hussain, Nazir Ahmed, Zhengzhou Yang, Xiaona Xie, Wenjing Xing, Hongzhu Su, Qingqing Peng, Zhengjie Zhu

Abstract read
In one paragraph

Article in Frontiers in plant science, 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

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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

8 authors.

Muzammil Hussain *College of Agriculture and Food Engineering, Baise University, Baise, China.
Nazir Ahmed *College of Agriculture and Food Engineering, Baise University, Baise, China.
Zhengzhou YangCollege of Agriculture and Food Engineering, Baise University, Baise, China.
Xiaona XieCollege of Agriculture and Food Engineering, Baise University, Baise, China.
Wenjing XingCollege of Agriculture and Food Engineering, Baise University, Baise, China.
Hongzhu SuCollege of Agriculture and Food Engineering, Baise University, Baise, China.
Qingqing PengCollege of Agriculture and Food Engineering, Baise University, Baise, China.
Zhengjie ZhuCollege of Agriculture and Food Engineering, Baise University, Baise, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tomato fruit ripening is accompanied by profound biochemical and microbial-associated changes that collectively shape fruit flavor, quality, and susceptibility to (a)biotic stresses. However, integrated insights into the co-varying effect of metabolic reprogramming and fruit-associated microbiome across ripening stages remain limited. Here, we employed a multi-omics approach to investigate stage-dependent shifts in the metabolome and bacteriome of cherry tomato fruits across three ripening stages: mature green, pink, and red ripe. Fruit quality analysis revealed a significant increase in soluble sugars, lycopene, and ascorbic acid from the green to the red stage. Untargeted metabolomics showed extensive metabolic reprogramming during ripening, characterized by the marked accumulation of lipids, amino acids, carbohydrates, terpenoids, and flavonoids in red ripe fruits, alongside a decline in defensive alkaloids such as tomatine. High-throughput 16S rRNA amplicon sequencing showed that bacterial diversity and community composition shifted significantly with ripening, with red ripe fruits harboring higher diversity and enrichment of gram-positive taxa, including

Indexed as

aroma and flavorcherry tomatofruit microbiomefruit qualitymetabolomicsplant-microbe interactions

Identifiers

PMID42339384
PMCPMC13284048

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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.