Infant age inversely correlates with gut carriage of resistance genes, reflecting modifications in microbial carbohydrate metabolism during early life

Author:

Xu Xinming123ORCID,Feng Qingying124,Zhang Tao12,Gao Yunlong12,Cheng Qu5,Zhang Wanqiu12,Wu Qinglong6ORCID,Xu Ke7,Li Yucan8,Nguyen Nhu9,Taft Diana H.9,Mills David A.910,Lemay Danielle G.11,Zhu Weiyun12,Mao Shengyong12,Zhang Anyun12,Xu Kelin13,Liu Jinxin12ORCID

Affiliation:

1. Laboratory of Gastrointestinal Microbiology, College of Animal Science & Technology Nanjing Agricultural University Nanjing China

2. Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Center for International Research on Animal Gut Nutrition Nanjing Agricultural University Nanjing China

3. Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition Fudan University Shanghai China

4. Biological Engineering Division Massachusetts Institute of Technology (MIT) Cambridge Massachusetts USA

5. Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College Huazhong University of Science and Technology Wuhan China

6. Department of Pathology and Immunology Baylor College of Medicine Houston Texas USA

7. Department of Statistics University of Chicago Chicago Illinois

8. State Key Laboratory of Genetic Engineering, Human Phenome Institute Fudan University Shanghai China

9. Department of Food Science and Technology University of California, Davis Davis California USA

10. Department of Viticulture and Enology, Robert Mondavi Institute for Wine and Food Science University of California, Davis Davis California USA

11. USDA ARS Western Human Nutrition Research Center Davis California USA

12. Animal Disease Prevention and Food Safety Key Laboratory of Sichuan Province, Key Laboratory of Bio‐Resource and Eco‐Environment of Ministry of Education, College of Life Sciences Sichuan University Chengdu China

13. Department of Biostatistics, Key Laboratory of Public Health Safety, NHC Key Laboratory of Health Technology Assessment, School of Public Health Fudan University Shanghai China

Abstract

AbstractThe infant gut microbiome is increasingly recognized as a reservoir of antibiotic resistance genes, yet the assembly of gut resistome in infants and its influencing factors remain largely unknown. We characterized resistome in 4132 metagenomes from 963 infants in six countries and 4285 resistance genes were observed. The inherent resistome pattern of healthy infants (N = 272) could be distinguished by two stages: a multicompound resistance phase (Months 0–7) and a tetracycline‐mupirocin‐β‐lactam‐dominant phase (Months 8–14). Microbial taxonomy explained 40.7% of the gut resistome of healthy infants, with Escherichia (25.5%) harboring the most resistance genes. In a further analysis with all available infants (N = 963), we found age was the strongest influencer on the resistome and was negatively correlated with the overall resistance during the first 3 years (p < 0.001). Using a random‐forest approach, a set of 34 resistance genes could be used to predict age (R2 = 68.0%). Leveraging microbial host inference analyses, we inferred the age‐dependent assembly of infant resistome was a result of shifts in the gut microbiome, primarily driven by changes in taxa that disproportionately harbor resistance genes across taxa (e.g., Escherichia coli more frequently harbored resistance genes than other taxa). We performed metagenomic functional profiling and metagenomic assembled genome analyses whose results indicate that the development of gut resistome was driven by changes in microbial carbohydrate metabolism, with an increasing need for carbohydrate‐active enzymes from Bacteroidota and a decreasing need for Pseudomonadota during infancy. Importantly, we observed increased acquired resistance genes over time, which was related to increased horizontal gene transfer in the developing infant gut microbiome. In summary, infant age was negatively correlated with antimicrobial resistance gene levels, reflecting a composition shift in the gut microbiome, likely driven by the changing need for microbial carbohydrate metabolism during early life.

Publisher

Wiley

Subject

Microbiology,Biotechnology

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