Evidence map›Paper›PMID 41975478›Full record

ArticleMicrobiome2026

Integrated metatranscriptomics identifies Lachnospiraceae as keystone taxa regulating rumen biohydrogenation and milk ω-6/ω-3 polyunsaturated fatty acids ratio in dairy cows.

Han Zhang, Weimin Mao, Zheng Lai, Yipeng Zhu, Jiahao Dong, Lu Li, Fei Xie, Weiyun Zhu, Junshi Shen, Shengyong Mao

Abstract read
In one paragraph

Article in Microbiome, 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
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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

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

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

10 authors.

Han ZhangInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Weimin MaoInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Zheng LaiInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Yipeng ZhuInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Jiahao DongInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Lu LiInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Fei XieInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Weiyun ZhuInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Junshi ShenInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China.
Shengyong MaoInnovation Center for Ruminant Nutrition and Cleaner Production, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, China. maoshengyong@njau.edu.cn.

Funding

National Key Research and Development Program of China 2022YFD1301001
6 · The paper itself

Abstract

backgroundEnhancing milk nutritional quality through increased ω-3 polyunsaturated fatty acid (PUFA) content and a reduced ω-6/ω-3 PUFA ratio represents a significant opportunity for improving dairy products. While ruminal biohydrogenation substantially influences milk fatty acid (FA) composition, the specific microbial mechanisms regulating the milk fat ω-6/ω-3 PUFA ratio remain poorly characterized. This study aimed to identify key microbial taxa and metabolic pathways controlling this nutritionally relevant parameter, thereby establishing a foundation for targeted microbiome interventions to optimize milk FA profiles.

resultsAnalysis of 95 Holstein cows revealed that rumen bacterial community composition explained 41.0% of the variation in the milk ω-6/ω-3 PUFA ratio. Comparative analysis of cows with contrasting phenotypes (high-ratio, HFR; low-ratio, LFR) demonstrated distinct FA profiles across rumen fluid, serum, and milk, with α-linolenic acid (ALA, C18:3 C9,12,15) and linoleic acid (LA, C18:2 C9,12) emerging as critical determinants. Integrated metatranscriptomic and amplicon sequencing identified members of the family Lachnospiraceae, particularly Butyrivibrio and Eubacterium genera, as central regulators of PUFA metabolism. Notably, HFR-associated microbiomes showed enrichment of FA isomerase gene transcripts. Experimental validation using isolated strains demonstrated that B. hungatei preferentially hydrogenated ALA, while Eubacterium_I efficiently metabolized LA, establishing a mechanistic basis for differential substrate biohydrogenation that influences the final ω-6/ω-3 PUFA ratio.

conclusionsCollectively, these results indicate that rumen microbial community structure and transcriptional activity are closely associated with variation in the milk ω-6/ω-3 PUFA ratio. Members of Lachnospiraceae appear to contribute to substrate-specific biohydrogenation processes that may influence downstream milk FA composition. These findings provide a multi-omics framework for understanding microbiome-lipid interactions and support future efforts to develop microbiome-targeted strategies for improving dairy nutritional quality. Video Abstract.

Indexed as

EubacterialesFatty Acids, Omega-3Fatty Acids, Omega-6MilkRumenAnimalsCattleFemaleHydrogenationFatty Acids, Omega-3Fatty Acids, Omega-6Dairy cattlePolyunsaturated fatty acidRumen biohydrogenationRumen microbiome

Identifiers

PMID41975478
PMCPMC13188719

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.