Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system

Abstract Microbiome and resistome transmission from mother to child, as well as from animal to environment, has been widely discussed in recent years. Dairy cows mainly provide milk and meat. However, in the dairy production system, the characteristics and transmission trends of resistome assembly a...

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Main Authors: Shuai Liu, Yimin Zhuang, Tianyu Chen, Duo Gao, Jianxin Xiao, Jinfeng Wang, Jinghui Li, Xinjie Zhao, Rong Peng, Wenli Guo, Jialin Wei, Mo Sha, Jingjun Wang, Jiaying Ma, Mei Ma, Mengmeng Li, Wei Wang, Ya‐Jing Wang, Shengli Li, Zhijun Cao
Format: Article
Language:English
Published: Wiley 2025-08-01
Series:iMeta
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Online Access:https://doi.org/10.1002/imt2.70047
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author Shuai Liu
Yimin Zhuang
Tianyu Chen
Duo Gao
Jianxin Xiao
Jinfeng Wang
Jinghui Li
Xinjie Zhao
Rong Peng
Wenli Guo
Jialin Wei
Mo Sha
Jingjun Wang
Jiaying Ma
Mei Ma
Mengmeng Li
Wei Wang
Ya‐Jing Wang
Shengli Li
Zhijun Cao
author_facet Shuai Liu
Yimin Zhuang
Tianyu Chen
Duo Gao
Jianxin Xiao
Jinfeng Wang
Jinghui Li
Xinjie Zhao
Rong Peng
Wenli Guo
Jialin Wei
Mo Sha
Jingjun Wang
Jiaying Ma
Mei Ma
Mengmeng Li
Wei Wang
Ya‐Jing Wang
Shengli Li
Zhijun Cao
author_sort Shuai Liu
collection DOAJ
description Abstract Microbiome and resistome transmission from mother to child, as well as from animal to environment, has been widely discussed in recent years. Dairy cows mainly provide milk and meat. However, in the dairy production system, the characteristics and transmission trends of resistome assembly and the microbiome in the gastrointestinal tract (GIT) remain unclear. In this study, we sequenced the GIT (rumen fluid and feces) microbiome of dairy cow populations from two provinces in China (136 cows and 36 calves), determined the characteristics of their resistome profiles and the distribution of antibiotics resistance genes (ARGs) across bacteria and further tracked the temporal dynamics of the resistome in offspring during early life using multi‐omics technologies (16S ribosomal RNA [rRNA] sequencing, metagenome, and metatranscriptome). We characterized the GIT resistome in cows, distinguished by gut sites and regions. The abundance of ARGs in calves peaked within the first 3 days after birth, with Enterobacteriaceae as the dominant microbial host. As calves aged, resistome composition stabilized, and overall ARG abundance gradually decreased. Both diet and age influenced carbohydrate‐active enzymes and ARG profiles. Resistance profiles in ecological niches (meconium, colostrum, soil, and wastewater) were unique, resembling maternal sources. Mobile genetic elements (MGEs), mainly found in soil and wastewater, played an important role in mediating these interactions. Multidrug resistance consistently emerged as the most significant form of resistance at the both the metagenome and metatranscriptome levels. Several antibiotic classes showed higher proportions at the RNA level than at the DNA level, indicating that even low‐abundance gene groups can have a considerable influence through high expression. This study broadens our understanding of ARG dissemination in livestock production systems, providing a foundation for developing future preventive and control strategies.
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spelling doaj-art-e4e2e0ee6c144c51a111470ae3e6248e2025-08-22T08:13:03ZengWileyiMeta2770-596X2025-08-0144n/an/a10.1002/imt2.70047Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production systemShuai Liu0Yimin Zhuang1Tianyu Chen2Duo Gao3Jianxin Xiao4Jinfeng Wang5Jinghui Li6Xinjie Zhao7Rong Peng8Wenli Guo9Jialin Wei10Mo Sha11Jingjun Wang12Jiaying Ma13Mei Ma14Mengmeng Li15Wei Wang16Ya‐Jing Wang17Shengli Li18Zhijun Cao19State Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaCollege of Food Science and Nutritional Engineering China Agricultural University Beijing ChinaDepartment of Medicine, Section of Genetic Medicine University of Chicago Chicago Illinois USAState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaState Key Laboratory of Animal Nutrition and Feeding, International Calf and Heifer Organization, College of Animal Science and Technology China Agricultural University Beijing ChinaAbstract Microbiome and resistome transmission from mother to child, as well as from animal to environment, has been widely discussed in recent years. Dairy cows mainly provide milk and meat. However, in the dairy production system, the characteristics and transmission trends of resistome assembly and the microbiome in the gastrointestinal tract (GIT) remain unclear. In this study, we sequenced the GIT (rumen fluid and feces) microbiome of dairy cow populations from two provinces in China (136 cows and 36 calves), determined the characteristics of their resistome profiles and the distribution of antibiotics resistance genes (ARGs) across bacteria and further tracked the temporal dynamics of the resistome in offspring during early life using multi‐omics technologies (16S ribosomal RNA [rRNA] sequencing, metagenome, and metatranscriptome). We characterized the GIT resistome in cows, distinguished by gut sites and regions. The abundance of ARGs in calves peaked within the first 3 days after birth, with Enterobacteriaceae as the dominant microbial host. As calves aged, resistome composition stabilized, and overall ARG abundance gradually decreased. Both diet and age influenced carbohydrate‐active enzymes and ARG profiles. Resistance profiles in ecological niches (meconium, colostrum, soil, and wastewater) were unique, resembling maternal sources. Mobile genetic elements (MGEs), mainly found in soil and wastewater, played an important role in mediating these interactions. Multidrug resistance consistently emerged as the most significant form of resistance at the both the metagenome and metatranscriptome levels. Several antibiotic classes showed higher proportions at the RNA level than at the DNA level, indicating that even low‐abundance gene groups can have a considerable influence through high expression. This study broadens our understanding of ARG dissemination in livestock production systems, providing a foundation for developing future preventive and control strategies.https://doi.org/10.1002/imt2.70047antimicrobial resistance genesdairy production systemgastrointestinal tractmicrobiome transmissionmulti‐omics analysis
spellingShingle Shuai Liu
Yimin Zhuang
Tianyu Chen
Duo Gao
Jianxin Xiao
Jinfeng Wang
Jinghui Li
Xinjie Zhao
Rong Peng
Wenli Guo
Jialin Wei
Mo Sha
Jingjun Wang
Jiaying Ma
Mei Ma
Mengmeng Li
Wei Wang
Ya‐Jing Wang
Shengli Li
Zhijun Cao
Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
iMeta
antimicrobial resistance genes
dairy production system
gastrointestinal tract
microbiome transmission
multi‐omics analysis
title Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
title_full Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
title_fullStr Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
title_full_unstemmed Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
title_short Spatio‐temporal characteristics of the gastrointestinal resistome in a cow‐to‐calf model and its environmental dissemination in a dairy production system
title_sort spatio temporal characteristics of the gastrointestinal resistome in a cow to calf model and its environmental dissemination in a dairy production system
topic antimicrobial resistance genes
dairy production system
gastrointestinal tract
microbiome transmission
multi‐omics analysis
url https://doi.org/10.1002/imt2.70047
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