Evidence map›Paper›PMID 41070117›Full record

ArticleFrontiers in microbiology2025

Fermentation-driven microbial and metabolic shifts in filler tobacco leaves of different grades.

Chen He, Shaoxin Yang, Shengnan Dong, Shengxiao Wang, Pengfei Zhang, Yang Yang, Delong Xu, Rongchao Yang, Bo Zeng, Yanqi Hu and 1 more

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

11 authors.

Chen He *Zhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.
Shaoxin Yang *China Tobacco Shandong Industrial Co Ltd., Jinan, China.
Shengnan DongZhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.
Shengxiao WangChina Tobacco Shandong Industrial Co Ltd., Jinan, China.
Pengfei ZhangZhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.
Yang YangChina Tobacco Shandong Industrial Co Ltd., Jinan, China.
Delong XuChina Tobacco Shandong Industrial Co Ltd., Jinan, China.
Rongchao YangZhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.
Bo ZengZhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.
Yanqi HuChina Tobacco Shandong Industrial Co Ltd., Jinan, China.
Qing ZhangZhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Filler tobacco leaves (FTLs) serve as the primary raw material for cigar production, and notable differences in physicochemical properties and fermentation responsiveness exist across different grades. However, the underlying mechanisms governing microbial and metabolic evolution during FTL fermentation remain poorly understood. This study systematically investigated the microbial community structures and metabolomic profiles of FTLs of varying grades before and after fermentation using metagenomic sequencing and untargeted metabolomics. Results: Metagenomic analysis revealed marked differences in microbial composition among FTL grades at the onset of fermentation. The fermentation process further facilitated the enrichment of functional genera such as Conclusion: This study demonstrates that FTLs of different grades exhibit distinct patterns of microbial succession and metabolic remodeling during fermentation. The initial leaf grade plays a pivotal role in shaping microbial communities and metabolite accumulation. These findings offer mechanistic insights into the fermentation process of FTLs and provide theoretical and practical guidance for optimizing raw material grading and fermentation management in the cigar industry.

Indexed as

fermentationfiller tobacco leavesmetagenomicsquality gradinguntargeted metabolomics

Identifiers

PMID41070117
PMCPMC12504501

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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.