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The genetic repertoire of deep-sea microbiome: From sequence to structure and function

  • Yang Guo
  • , Zongan Wang
  • , Denghui Li
  • , Lele Wang
  • , Hongxia Lan
  • , Fei Guo
  • , Ziyu Zhao
  • , Zhenjun Liu
  • , Liang Meng
  • , Xuechun Shen
  • , Minxiao Wang
  • , Weishu Zhao
  • , Weijia Zhang
  • , Chaodi Kong
  • , Liuxin Shi
  • , Ying Sun
  • , Inge Seim
  • , Aijun Jiang
  • , Kailong Ma
  • , Zidong Su
  • Nannan Zhang, Qianyue Ji, Junyi Chen, Ke Chen, Chen Qi, Baitao Li, Beibei He, Yuqian Liu, Jiayong Zhou, Yue Zheng, Huan Zhang, Yinzhao Wang, Mo Han, Tao Yang, Jiawei Tong, Yulu Zhang, Zhijie Wang, Xiaokai Xu, Jiayu Chen, Yue Liu, Haixin Chen, Tao Zeng, Xiaofeng Wei, Chaolun Li, Huanming Yang, Bo Wang, Xin Liu, Changwei Shao, Wenwei Zhang, Ying Gu, Xiang Xiao, Xun Xu, Jian Wang, Thomas Mock, Guangyi Fan, Yuxiang Li, Shanshan Liu, Yuliang Dong

Research output: Contribution to journalArticlepeer-review

Abstract

The deep sea, as the largest and maybe most hostile environment on Earth, is still underexplored, especially regarding its genetic repertoire. Yet, previous work has revealed significant habitat-specific deep-sea biodiversity. Here, we present an integrated deep-sea microbial genetic dataset comprising 502 million nonredundant genes from 2,138 samples and 2.4 million predicted structures and use it to link specific protein structures with genetic variants associated with life in the deep sea and to assess their biotechnology potential. Combining global sequence analysis with biophysical and biochemical measurements revealed unprecedented sequence diversity and substantial structural conservation of proteins. Especially, proteins involved in replication, recombination, and repair were identified as being under rapid evolution and with specialized properties. Among these, a structurally divergent helicase exhibited advantages in controlling nanopore sequencing speed. Thus, our work positions the deep sea as an evolutionary engine that generates and hosts genetic diversity and bridges genetic knowledge with biotechnology.

Original languageEnglish
JournalCell Host and Microbe
Early online date10 Jun 2026
DOIs
Publication statusE-pub ahead of print - 10 Jun 2026

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 14 - Life Below Water
    SDG 14 Life Below Water

Keywords

  • AI-driven structural prediction
  • deep sea
  • evolution
  • gene catalog
  • genome editing
  • helicase
  • marine metagenome
  • microbial dark matter
  • protein mining
  • protein structure

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