Evidence map›Paper›PMID 42098163›Full record

ArticleNPJ science of food2026

Keystone microbial taxa in the formation of stale aroma during pile fermentation of ripened Pu-erh tea.

Yiwei Weng, Shiqiang He, Zhengfei Luo, Jin Sun, Qinghua Cheng, Yingjuan Chen, Huarong Tong

Abstract read
In one paragraph

Article in NPJ science of food, 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

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3 · Its place in the literature

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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

7 authors.

Yiwei WengCollege of Food Science, Southwest University, Chongqing, China.
Shiqiang HeCollege of Food Science, Southwest University, Chongqing, China.
Zhengfei LuoYunnan Key Laboratory of Tea Germplasm Conservation and Utilization in the Lancang River Basin, College of Biotechnology and Engineering, West Yunnan University, Lincang, China.
Jin SunCollege of Food Science, Southwest University, Chongqing, China.
Qinghua ChengCollege of Food Science, Southwest University, Chongqing, China.
Yingjuan ChenCollege of Food Science, Southwest University, Chongqing, China. cyj8@swu.edu.cn.
Huarong TongCollege of Food Science, Southwest University, Chongqing, China. thuarong@126.com.

Funding

Chongqing Graduate Student Research Innovation Project CYB23127National Natural Science Foundation of China 32272764Yunnan Provincial Department of Education 2024J1110
6 · The paper itself

Abstract

Ripened Pu-erh tea is prized for its distinctive stale aroma. Methoxy-phenolic compounds, key contributors to this aroma, are produced during pile fermentation; however, the specific microorganisms responsible for their synthesis remain unclear. In this study, we identified the dominant taxa (Aspergillus luchuensis, A. fumigatus, Staphylococcus gallinarum, and S. kloosii) during pile fermentation through morphological analysis and metagenomic profiling. Gas Chromatography-Mass Spectrometry (GC-MS) analysis demonstrated the pivotal role of methoxy-phenolic compounds in the stale aroma. Moreover, using a metagenomic-based Weighted Gene Co-expression Network Analysis (WGCNA) combined with bivariate correlation network analysis, we identified key microbial taxa (Trichomonascus ciferrii, Heyndrickxia coagulans and Enterococcus sp.) involved in the generation of these compounds. Finally, we found that solid-state fermentation involving both dominant and keystone microbial taxa produced the highest levels of methoxy-phenolic compounds. Our findings reveal an inconsistency between dominant high-abundance taxa and keystone microbial taxa responsible for methoxy-phenolic compound synthesis during pile fermentation.

Identifiers

PMID42098163
PMCPMC13365491

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