Evidence map›Paper›PMID 42890007›Full record

ArticleFrontiers in microbiology2026

Comparative analysis of microbial succession and biochemical changes in cigar tobacco filler and wrapper leaves during fermentation.

Zhaoliang Geng, Bin Cai, Yanqi Hu, Beisen Lin, Tongjing Yan, Huajun Gao, Abdullah Khan, Xinghua Ma

Abstract read
In one paragraph

Article in Frontiers in microbiology, 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

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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.

Zhaoliang Geng *Hainan Provincial Branch of China National Tobacco Corporation, Haikou, China.
Bin Cai *Hainan Provincial Branch of China National Tobacco Corporation, Haikou, China.
Yanqi HuChina Tobacco Shandong Industrial Co., Ltd., Jinan, China.
Beisen LinHainan Provincial Branch of China National Tobacco Corporation, Haikou, China.
Tongjing YanHainan Provincial Branch of China National Tobacco Corporation, Haikou, China.
Huajun GaoHainan Provincial Branch of China National Tobacco Corporation, Haikou, China.
Abdullah KhanKey Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao, China.
Xinghua MaKey Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Tobacco Research Institute of Chinese Academy of Agricultural Sciences, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bulk fermentation of cigar tobacco leaves couples microbial succession and chemical transformations; however, it remains unclear whether commercially distinct filler and wrapper leaves follow different ecological and biochemical trajectories under identical industrial conditions. Using 16S rRNA and ITS amplicon sequencing, together with conventional chemical indices and volatile profiling, we tracked filler and wrapper leaves (two commercial cultivars, variety 204 and variety 108) through 0, 10, 18, 49, and 89 days of industrial bulk fermentation. The results revealed that reducing sugars declined by 63% in filler leaves (0.57 to 0.21%) and 66% in wrapper leaves (0.59 to 0.20%), whereas alkaloid dynamics differed between materials: filler leaves showed a transient mid-fermentation rise before decline, while wrapper leaves declined from the outset. Bacterial communities shifted from Proteobacteria-dominated early assemblages toward increased Firmicutes during later fermentation, with

Indexed as

cigar tobaccofermentationfiller leavesmicrobial successionvolatile compoundswrapper leaves

Identifiers

PMID42890007
PMCPMC13671968

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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.