Evidence map›Paper›PMID 41867691›Full record

ArticleFrontiers in nutrition2026

Impacts of high-temperature and humidity transportation on rice quality: an integrated analysis of microbial community succession and flavor compound alterations.

Disha Jiang, Yulin Wang, Yun Ling, Sergei A Eremin, Liliya I Mukhametova, Jinglin Du, Hao Hu

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Disha JiangCollege of Food and Health, Zhejiang Agriculture and Forestry University, Hangzhou, Zhejiang, China.
Yulin WangCollege of Food and Health, Zhejiang Agriculture and Forestry University, Hangzhou, Zhejiang, China.
Yun LingCollege of Food and Health, Zhejiang Institute of Economics and Trade, Hangzhou, Zhejiang, China.
Sergei A EreminFaculty of Chemistry, M.V. Lomonosov Moscow State University, Moscow, Russia.
Liliya I MukhametovaFaculty of Chemistry, M.V. Lomonosov Moscow State University, Moscow, Russia.
Jinglin DuZhejiang Provincial Grain and Oil Product Quality Inspection Center, Hangzhou, Zhejiang, China.
Hao HuCollege of Food and Health, Zhejiang Agriculture and Forestry University, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the dynamic changes in rice quality, microbial communities, and volatile compound profiles during simulated summer transportation (35 °C, 70% RH, 15 days). Indica rice samples were systematically collected every 3 days and analyzed using HS-SPME-GC-MS/MS, HS-GC-IMS, and metagenomic sequencing. Prolonged transportation significantly altered the physicochemical properties of the rice. Moisture content plateaued on day 12, while germination rates declined significantly starting from day 6. Furthermore, fatty acid values increased continuously due to accelerated lipid hydrolysis and oxidation. Visible mold growth became evident on day 12, marking a critical tipping point for quality deterioration. The odor activity value (OAV) and relative odor activity value (ROAV) analyses revealed that the decline in unsaturated fatty aldehydes such as (E)-2-nonenal and the significant accumulation of alcohols, ketones, and short-chain esters, including 1-octen-3-ol and ethyl acetate, drove the transition from a "fresh and fatty" aroma to one characterized by moldy, fermented, and pungent notes. Metagenomic analysis demonstrated a profound ecosystem shift from bacterial dominance (Proteobacteria, Actinobacteria) to fungal dominance. Notably,

Indexed as

high temperature and humiditymetagenomicsmicrobial communityrice qualitytransportationvolatile compounds

Identifiers

PMID41867691
PMCPMC12999384

What Socratic 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 Socratic graph.