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Review | Open Access

High-fidelity gut metagenome: A new insight of identification of fuctional probiotics

Yuhui Wang1,*, Peiwen Gao2,*, Chenying Li3, Yuxi Lu4,5, Yubo Zhang2,6( ), Yu Zhou1( ), Siyuan Kong2( )
College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Key Laboratory of Livestock and Poultry Multi-omics of Ministry of Agricultural and Rural Affairs/Genome Analysis Laboratory of Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, China
College of Animal Science and Technology, Qingdao Agricultural University, Qingdao 266109, China
School of Life Sciences, Henan University, Kaifeng 475004, China
Shenzhen Research Institute, Henan University, Shenzhen 518000, China
Kunpeng Institute of Modern Agriculture at Foshan, Foshan 528225, China

* These authors contributed equally to this work.

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Highlights

• It systematically reviews the multiple beneficial effects of probiotics on host health by regulating the structure and metabolic functions of the gut microbiota, clarifies the strain-specific characteristics of their efficacy, and highlights the core value of functional probiotic identification in the fields of human health and livestock farming.

• It comprehensively analyzes the core advantages and inherent limitations of existing functional probiotic identification technologies, including fecal microbiota transplantation (FMT), 16S rRNA sequencing, transcriptome/metabolome analysis, and shotgun sequencing, and identifies the key bottleneck that traditional technologies struggle to break through in strain-level resolution.

• It systematically elaborates on the advances in metagenomic assembly technologies based on next-generation sequencing (NGS), third-generation sequencing (TGS), hybrid sequencing, and Hi-C assisted assembly, with a focus on emphasizing the high-fidelity assembly strategy combining PacBio HiFi and Hi-C, which provides a novel perspective for the precise identification of functional probiotics.

Abstract

Probiotics are considered to exert beneficial effects in humans and animals by modulating the structure and metabolic functions of the gut microbiota. Therefore, the identification of functional probiotics and in-depth exploration of the characteristics and applicability of probiotics are of paramount significance for the development of more effective probiotic products and the formulation of personalized probiotic treatment strategies in the fields of human health and livestock farming. However, due to current limitations in sequencing technologies and considering that microbial communities may encompass closely related lineages, rendering metagenome assembly complex, the generation of complete metagenome-assembled genomes (cMAGs) is hindered. This limitation constrains our comprehensive resolution at the probiotic strain level. In this review, we summarized the effects of probiotics on gut microbiota balance and host health from a functional perspective. The technical methods of functional probiotics identification were summarized from the technical point of view. Furthermore, we introduced methods for microbial metagenome assembly to elucidate the associated progress and advantages and disadvantages of these approaches. Finally, we highlight more advanced metagenomic assembly techniques that may help us assemble high-fidelity intestinal metagenomes, providing powerful tools for the identification of functional probiotics.

References

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Journal of Integrative Agriculture (JIA)
Pages 1330-1342

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Cite this article:
Wang Y, Gao P, Li C, et al. High-fidelity gut metagenome: A new insight of identification of fuctional probiotics. Journal of Integrative Agriculture (JIA), 2026, 25(4): 1330-1342. https://doi.org/10.1016/j.jia.2024.05.011

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Received: 07 January 2024
Revised: 24 February 2024
Accepted: 14 March 2024
Published: 13 May 2024
© 2026 CAAS.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer review under responsibility of Editorial Board of Journal of Integrative Agriculture.