Evidence map›Paper›PMID 41991911›Full record

ArticleNature communications2026

A microbiome catalog of Chinese traditional artisanal cheeses provides insights into functional and microbial diversity.

Yang Liu, Pan Huang, Chuan Zhang, Quanbin Dong, Xiuchao Wang, Fengwei Tian, Jianxin Zhao, Zhihong Sun, Lianmin Chen, Wei Chen and 1 more

Abstract read
In one paragraph

Article in Nature communications, 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

11 authors.

Yang Liu *State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.
Pan Huang *State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.
Chuan ZhangState Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.
Quanbin DongDepartment of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, Jiangsu, China.
Xiuchao WangDepartment of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, Jiangsu, China.
Fengwei TianState Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.
Jianxin ZhaoState Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.
Zhihong SunInner Mongolia Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University, Hohhot, Inner Mongolia, China.ORCID http://orcid.org/0000-0002-7605-2048
Lianmin ChenDepartment of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, Jiangsu, China.ORCID http://orcid.org/0000-0003-0660-3518
Wei ChenState Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China.ORCID http://orcid.org/0000-0003-3348-4710
Qixiao ZhaiState Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, Jiangsu, China. zhaiqixiao@jiangnan.edu.cn.

Funding

China National Funds for Distinguished Young Scientists 32425044Ministry of Science and Technology of the People's Republic of China (Chinese Ministry of Science and Technology) 2022YFD2100703
6 · The paper itself

Abstract

Cheese has been consumed globally over millennia and serves as a natural reservoir of diverse microorganisms. Chinese traditional cheeses rely on natural fermentation and have unique physiochemical and microbial characteristics compared to European cheeses. However, there is a major knowledge gap in the understanding of Chinese cheese microbiome. Here, we present a curated Cheese microbiome catalog (cCMC) consisting of 3327 high-quality metagenome-assembled genomes, recovered from metagenomic sequencing of 235 Chinese cheese samples covering all traditional artisanal cheese-producing regions in China, together with 198 publicly available non-Chinese cheese metagenomic datasets. This catalog represents 395 nonredundant species spanning 50 families, including 85 putative novel species. We identified six lactic acid bacteria species enriched in Chinese cheeses, and confirmed that the unique presence of Acetobacteraceae contributes to improving the nutritional quality of Chinese cheese. A total of 8851 biosynthetic gene clusters were detected from cCMC, with over 57% classified as novel. We demonstrated that SNP-level variations among different Lactobacillus helveticus strains are associated with differences in β-galactosidase thermostability. Using the cCMC database, we developed a synthetic microbial community as the starter culture for Qula, a yak milk-based Chinese cheese produced by the Tibetans. Overall, the cCMC provides a comprehensive resource of cheese to enable future attempts on large-scale industrial production of naturally fermented cheeses with distinctive ethnic features.

Indexed as

CheeseMicrobiotaAnimalsbeta-GalactosidaseBiodiversityChinaFermentationFood MicrobiologyLactobacillus helveticusMetagenomeMetagenomicsPhylogenyPolymorphism, Single Nucleotidebeta-Galactosidase

Identifiers

PMID41991911
PMCPMC13269548

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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.