1
|
Du Y, Wang Y, Yang M, Lin L, Zhang J, Huang Z, Liu C, Liu S, Ma J, Yang C, Wang W. Unusual MurC Ligase and Peptidoglycan Discovered in Lachnospiraceae Using a Fluorescent L-Amino Acid Based Selective Labeling Probe. Angew Chem Int Ed Engl 2025; 64:e202503049. [PMID: 40152026 DOI: 10.1002/anie.202503049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 03/26/2025] [Accepted: 03/27/2025] [Indexed: 03/29/2025]
Abstract
Developing selective labeling probes for specific bacterial taxa can not only facilitate the study of target bacteria but also deepen our understanding of the microbial diversity at structural and molecular levels. The availability of such probes, however, remains very limited. In this study, by exploiting the variation of amino acids in peptidoglycan stem peptide, we designed a fluorescent L-amino acid probe and found that it can selectively target the family Lachnospiraceae (a major Gram-positive family in murine gut microbiome) in vivo. The following in vitro test using two Roseburia species belonging to this family validated labeling by the probe. We then discovered that the labeling site is the first amino acid (L-alanine in most bacteria), which links the stem peptide with N-acetylmuramic acid, a process catalyzed by a highly conserved enzyme MurC. An enzyme assay of Roseburia MurC demonstrated its ability to conjugate a fluorescent L-amino acid and other non-L-Ala amino acids to UDP-N-acetylmuramic acid. Subsequent X-ray crystallography analysis uncovered a substantially enlarged inner space in this enzyme, which can partially explain its tolerance to these atypical substrates. The resulting unusual peptidoglycan structures lead to significantly reduced activation of the NOD immune receptors, suggesting a new mechanism for the host to accommodate these highly abundant commensals.
Collapse
Affiliation(s)
- Yahui Du
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Yixia Wang
- State Key Laboratory of Genetic Engineering, Department of Biochemistry and Biophysics, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Ming Yang
- State Key Laboratory of Genetics and Development of Complex Phenotypes, Department of Microbiology, Fudan Microbiome Center, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Liyuan Lin
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Jie Zhang
- State Key Laboratory of Genetic Engineering, Department of Biochemistry and Biophysics, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Zhi Huang
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Chang Liu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, 266237, China
| | - Shuangjiang Liu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, 266237, China
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Jinbiao Ma
- State Key Laboratory of Genetic Engineering, Department of Biochemistry and Biophysics, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Chaoyong Yang
- The MOE Key Laboratory of Spectrochemical Analysis and Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, State Key Laboratory of Physical Chemistry of Solid Surfaces, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, 361005, China
- Institute of Molecular Medicine, Shanghai Key Laboratory for Nucleic Acid Chemistry and Nanomedicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Wei Wang
- State Key Laboratory of Genetics and Development of Complex Phenotypes, Department of Microbiology, Fudan Microbiome Center, School of Life Sciences, Fudan University, Shanghai, 200438, China
| |
Collapse
|
2
|
Attiani V, Smidt H, van der Wielen PWJJ. Impact of environmental and process conditions on the microbial ecology and performance of full-scale slow sand filters in drinking water treatment. WATER RESEARCH 2025; 277:123328. [PMID: 40022770 DOI: 10.1016/j.watres.2025.123328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 12/15/2024] [Accepted: 02/18/2025] [Indexed: 03/04/2025]
Abstract
Slow sand filters (SSFs) are commonly used for treating drinking water, effectively removing contaminants such as particles, organic matter, and microorganisms. However, the ecological dynamics of prokaryotic communities within SSFs remain poorly understood. This study investigated the top sand layer, the Schmutzdecke (SCM), along with the influent and effluent water of full-scale SSFs at four drinking water treatment plants (DWTPs) in the Netherlands. These plants use SSFs as the final step in their treatment to produce unchlorinated drinking water. Two DWTPs treat surface water after dune infiltration and do not apply advanced oxidation processes prior the SSF. In contrast, the other two DWTPs treat reservoir-stored surface water and incorporate ozonation or UV and activated carbon filtration as part of their treatment train. All SSFs consistently reduced biomass in the effluent compared to the influent, confirming their role in biomass load reduction. Key biological and chemical parameters showed that pretreatment with dune infiltration produced more biologically stable drinking water compared to reservoir storage. Moreover, while SSFs act as polishing filters when treating dune-infiltrated surface water, they significantly alter the prokaryotic community and biological stability of the water when treating reservoir-stored surface water. Prokaryotic communities in the SCM and water samples showed distinct compositions rather than merely the accumulation of microorganisms in the SCM from the influent water, demonstrating that SSF are active ecosystems different from water. The SCM exhibited a higher relative abundance of the genera SWB02, Gemmata, Pedomicrobium, Nitrospira, and mle1-7, while in the water samples the genus Candidatus Omnitrophus was relatively more abundant. Moreover, each DWTP hosts a unique prokaryotic profiles in both the SCM and water samples. Source water, upstream treatment and/or the biological stability of the influent water are identified as potential causes affecting the prokaryotic communities in SSFs that affect the microbial water quality of the effluent water.
Collapse
Affiliation(s)
- Valentina Attiani
- Laboratory of Microbiology, Wageningen University & Research, P.O. Box 8033, 6700, EH, Wageningen, The Netherlands.
| | - Hauke Smidt
- Laboratory of Microbiology, Wageningen University & Research, P.O. Box 8033, 6700, EH, Wageningen, The Netherlands
| | - Paul W J J van der Wielen
- Laboratory of Microbiology, Wageningen University & Research, P.O. Box 8033, 6700, EH, Wageningen, The Netherlands; KWR Watercycle Research Institute, P.O. Box 1072, 3430 BB, Nieuwegein, The Netherlands
| |
Collapse
|
3
|
Gtari M, Tisa LS, Palmer M, Armengaud J. Editorial: Exploring the diversity, ecological significance, and systematics of uncultivated prokaryotic taxa. Front Microbiol 2025; 16:1604849. [PMID: 40406343 PMCID: PMC12095240 DOI: 10.3389/fmicb.2025.1604849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2025] [Accepted: 04/17/2025] [Indexed: 05/26/2025] Open
Affiliation(s)
- Maher Gtari
- Department of Biological and Chemical Engineering USCR Molecular Bacteriology and Genomics (BMG), National Institute of Applied Sciences and Technology, University of Carthage, Tunis, Tunisia
| | - Louis S. Tisa
- Department of Molecular, Cellular, and Biomedical Sciences, University of New Hampshire, Durham, NC, United States
| | - Marike Palmer
- Department of Microbiology, University of Manitoba, Winnipeg, MB, Canada
| | - Jean Armengaud
- Department of Medications and Technologies for Health (DMTS), University of Paris-Saclay, CEA, INRAE, SPI, Bagnols-sur-Cèze, France
| |
Collapse
|
4
|
Mo F, Qian Q, Lu X, Zheng D, Cai W, Yao J, Chen H, Huang Y, Zhang X, Wu S, Shen Y, Bai Y, Wang Y, Jiang W, Fan L. mKmer: an unbiased K-mer embedding of microbiomic single-microbe RNA sequencing data. Brief Bioinform 2025; 26:bbaf227. [PMID: 40407385 PMCID: PMC12100620 DOI: 10.1093/bib/bbaf227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 04/13/2025] [Accepted: 05/01/2025] [Indexed: 05/26/2025] Open
Abstract
The advanced single-microbe RNA sequencing (smRNA-seq) technique addresses the pressing need to understand the complexity and diversity of microbial communities, as well as the distinct microbial states defined by different gene expression profiles. Current analyses of smRNA-seq data heavily rely on the integrity of reference genomes within the queried microbiota. However, establishing a comprehensive collection of microbial reference genomes or gene sets remains a significant challenge for most real-world microbial ecosystems. Here, we developed an unbiased embedding algorithm utilizing K-mer signatures, named mKmer, which bypasses gene or genome alignment to enable species identification for individual microbes and downstream functional enrichment analysis. By substituting gene features in the canonical cell-by-gene matrix with highly conserved K-mers, we demonstrate that mKmer outperforms gene-based methods in clustering and motif inference tasks using benchmark datasets from crop soil and human gut microbiomes. Our method provides a reference genome-free analytical framework for advancing smRNA-seq studies.
Collapse
Affiliation(s)
- Fangyu Mo
- Hainan Institute, Zhejiang University, Zhenzhou Road, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, Hainan Province, China
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Qinghong Qian
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Xiaolin Lu
- Institute of Bioinformatics and James D. Watson Institute of Genome Sciences, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Dihuai Zheng
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Wenjie Cai
- Liangzhu Laboratory (Zhejiang Provincial Laboratory for Systems Medicine and Precision Diagnosis), Zhejiang University, 1369 Wenyi West Road, Yuhang District, Hangzhou 311121, Zhejiang Province, China
| | - Jie Yao
- Institute of Bioinformatics and James D. Watson Institute of Genome Sciences, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Hongyu Chen
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Yujie Huang
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Xiang Zhang
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou 310003, Zhejiang Province, China
| | - Sanling Wu
- Analysis Center of Agrobiology and Environmental Sciences, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| | - Yifei Shen
- Department of Laboratory Medicine, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou 310003, Zhejiang Province, China
| | - Yinqi Bai
- BGI-Sanya, Zhenzhou Road, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, Hainan Province, China
| | - Yongcheng Wang
- Liangzhu Laboratory, Zhejiang University, 1369 Wenyi West Road, Yuhang District, Hangzhou 311113, Zhejiang Province, China
| | - Weiqin Jiang
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, 79 Qingchun Road, Shangcheng District, Hangzhou 310003, Zhejiang Province, China
| | - Longjiang Fan
- Hainan Institute, Zhejiang University, Zhenzhou Road, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, Hainan Province, China
- Institute of Crop Science, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
- Institute of Bioinformatics and James D. Watson Institute of Genome Sciences, Zhejiang University, 866 Yuhangtang Road, Xihu District, Hangzhou 310058, Zhejiang Province, China
| |
Collapse
|
5
|
Trujillo HA, Komeili A. Revealing the diversity of bacterial and archaeal organelles via comparative genomics. Mol Biol Cell 2025; 36:pe4. [PMID: 40333210 DOI: 10.1091/mbc.e20-08-0564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/09/2025] Open
Abstract
Like eukaryotes, bacteria and archaea rely on intracellular organelles to manage biological activities. Despite their prevalence, the understanding of the diversity of these organelles and the molecular mechanisms governing their function remain limited. In this review, we examine the potential of genomics and metagenomics to augment classical approaches for the study and discovery of microbial organelles. First, we highlight how the intimate interplay between model system studies and metagenomics have been critical in illuminating the function, diversity, and ancient evolutionary origins of the lipid-bounded magnetosome organelles of magnetotactic bacteria. We next discuss the central role of open genome databases and mechanistic studies in identification and characterization of protein-bounded encapsulin organelles with novel roles in sulfur metabolism and other cellular processes. Finally, we focus on the mostly uncultured Asgard archaea superphylum, whose metagenomes are challenging our views on organelle evolution and eukaryogenesis.
Collapse
Affiliation(s)
- Hector A Trujillo
- Plant and Microbiology, University of California Berkeley, Berkeley, CA
| | - Arash Komeili
- Plant and Microbiology, University of California Berkeley, Berkeley, CA
| |
Collapse
|
6
|
Faure G, Saito M, Wilkinson ME, Quinones-Olvera N, Xu P, Flam-Shepherd D, Kim S, Reddy N, Zhu S, Evgeniou L, Koonin EV, Macrae RK, Zhang F. TIGR-Tas: A family of modular RNA-guided DNA-targeting systems in prokaryotes and their viruses. Science 2025; 388:eadv9789. [PMID: 40014690 PMCID: PMC12045711 DOI: 10.1126/science.adv9789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 02/15/2025] [Indexed: 03/01/2025]
Abstract
RNA-guided systems provide remarkable versatility, enabling diverse biological functions. Through iterative structural and sequence homology-based mining starting with a guide RNA-interaction domain of Cas9, we identified a family of RNA-guided DNA-targeting proteins in phage and parasitic bacteria. Each system consists of a tandem interspaced guide RNA (TIGR) array and a TIGR-associated (Tas) protein containing a nucleolar protein (Nop) domain, sometimes fused to HNH (TasH)- or RuvC (TasR)-nuclease domains. We show that TIGR arrays are processed into 36-nucleotide RNAs (tigRNAs) that direct sequence-specific DNA binding through a tandem-spacer targeting mechanism. TasR can be reprogrammed for precise DNA cleavage, including in human cells. The structure of TasR reveals striking similarities to box C/D small nucleolar ribonucleoproteins and IS110 RNA-guided transposases, providing insights into the evolution of diverse RNA-guided systems.
Collapse
Affiliation(s)
- Guilhem Faure
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Makoto Saito
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Max E. Wilkinson
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Natalia Quinones-Olvera
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Peiyu Xu
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Daniel Flam-Shepherd
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Stephanie Kim
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Nishith Reddy
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Shiyou Zhu
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Lilia Evgeniou
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
- Department of Systems Biology, Harvard University; Boston, USA
| | - Eugene V. Koonin
- National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, USA
| | - Rhiannon K. Macrae
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| | - Feng Zhang
- Broad Institute of MIT and Harvard; Cambridge, USA
- McGovern Institute for Brain Research at MIT; Cambridge, USA
- Department of Brain and Cognitive Science, Massachusetts Institute of Technology; Cambridge, USA
- Department of Biological Engineering, Massachusetts Institute of Technology; Cambridge, USA
- Howard Hughes Medical Institute; Cambridge, USA
| |
Collapse
|
7
|
Yao C, Zhang Y, You L, E J, Wang J. Comparative analysis of three experimental methods for revealing human fecal microbial diversity. BMC Microbiol 2025; 25:258. [PMID: 40301726 PMCID: PMC12039119 DOI: 10.1186/s12866-025-03985-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Accepted: 04/22/2025] [Indexed: 05/01/2025] Open
Abstract
Due to the heterogeneity of the human gut environment, the gut microbiota is complex and diverse, and has been insufficiently explored. In this study, one fresh fecal sample was cultured using 12 commercial or modified media and incubation of culture plates anaerobically and aerobically, the conventional experienced colony picking (ECP) was first used to isolate the colonies and obtain pure culture strains. On this basis, all the colonies grown on the culture plates were collected for culture-enriched metagenomic sequencing (CEMS), and the original sample was also subjected to direct culture-independent metagenomic sequencing (CIMS), the study compared the effects of three methods for analyzing the microbiota contained in the sample. It was found that compared with CEMS, conventional ECP failed to detect a large proportion of strains grown in culture media, resulting in missed detection of culturable microorganisms in the gut. Microbes identified by CEMS and CIMS showed a low degree of overlap (18% of species), whereas species identified by CEMS and CIMS alone accounted for 36.5% and 45.5%, respectively. It suggests that both culture-dependent and culture-independent approaches are essential in revealing gut microbial diversity. Moreover, based on the CEMS results, growth rate index (GRiD) values for various strains on different media were calculated to predict the optimal medium for bacterial growth; this method can be used to design new media for intestinal microbial isolation, promote the recovery of specific microbiota, and obtain new insights into the human microbiome diversity. This is among the first studies on CEMS of the human gut microbiota.
Collapse
Affiliation(s)
- Caiqing Yao
- College of Food Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Yu Zhang
- College of Food Science, Shanxi Normal University, Taiyuan, 030031, China
| | - Lijun You
- School of Food Science and Engineering, Bohai University, Liaoning, 121013, China
| | - Jingjing E
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, School of Food Science and Engineering, Inner Mongolia Agricultural University, Hohhot, 010018, China
| | - Junguo Wang
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Key Laboratory of Dairy Products Processing, Ministry of Agriculture and Rural Affairs, School of Food Science and Engineering, Inner Mongolia Agricultural University, Hohhot, 010018, China.
| |
Collapse
|
8
|
Peng SX, Gao SM, Lin ZL, Luo ZH, Zhang SY, Shu WS, Meng F, Huang LN. Biogeography and ecological functions of underestimated CPR and DPANN in acid mine drainage sediments. mBio 2025:e0070525. [PMID: 40298441 DOI: 10.1128/mbio.00705-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 04/08/2025] [Indexed: 04/30/2025] Open
Abstract
Recent genomic surveys have uncovered candidate phyla radiation (CPR) bacteria and DPANN archaea as major microbial dark matter lineages in various anoxic habitats. Despite their extraordinary diversity, the biogeographic patterns and ecological implications of these ultra-small and putatively symbiotic microorganisms have remained elusive. Here, we performed metagenomic sequencing on 90 geochemically diverse acid mine drainage sediments sampled across southeast China and recovered 282 CPR and 189 DPANN nonredundant metagenome-assembled genomes, which collectively account for up to 28.6% and 31.2% of the indigenous prokaryotic communities, respectively. We found that, remarkably, geographic distance represents the primary factor driving the large-scale ecological distribution of both CPR and DPANN organisms, followed by pH and Fe. Although both groups might be capable of iron reduction through a flavin-based extracellular electron transfer mechanism, significant differences are found in their metabolic capabilities (with complex carbon degradation and chitin degradation being more prevalent in CPR whereas fermentation and acetate production being enriched in DPANN), indicating potential niche differentiation. Predicted hosts are mainly Acidobacteriota, Bacteroidota, and Proteobacteria for CPR and Thermoplasmatota for DPANN, and extensive, unbalanced metabolic exchanges between these symbionts and putative hosts are displayed. Together, our results provide initial insights into the complex interplays between the two lineages and their physicochemical environments and host populations at a large geographic scale.IMPORTANCECandidate phyla radiation (CPR) bacteria and DPANN archaea constitute a significant fraction of Earth's prokaryotic diversity. Despite their ubiquity and abundance, especially in anoxic habitats, we know little about the community patterns and ecological drivers of these ultra-small, putatively episymbiotic microorganisms across geographic ranges. This study is facilitated by a large collection of CPR and DPANN metagenome-assembled genomes recovered from the metagenomes of 90 sediments sampled from geochemically diverse acid mine drainage (AMD) environments across southeast China. Our comprehensive analyses have allowed first insights into the biogeographic patterns and functional differentiation of these major enigmatic prokaryotic groups in the AMD model system.
Collapse
Affiliation(s)
- Sheng-Xuan Peng
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Shao-Ming Gao
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Zhi-Liang Lin
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Zhen-Hao Luo
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Si-Yu Zhang
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| | - Wen-Sheng Shu
- School of Life Sciences, South China Normal University, Guangzhou, Guangdong, China
| | - Fangang Meng
- School of Environmental Science and Engineering, Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Li-Nan Huang
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, China
| |
Collapse
|
9
|
Mirete S, Sánchez-Costa M, Díaz-Rullo J, González de Figueras C, Martínez-Rodríguez P, González-Pastor JE. Metagenome-Assembled Genomes (MAGs): Advances, Challenges, and Ecological Insights. Microorganisms 2025; 13:985. [PMID: 40431158 PMCID: PMC12114606 DOI: 10.3390/microorganisms13050985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2025] [Revised: 04/21/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025] Open
Abstract
Metagenome-assembled genomes (MAGs) have revolutionized microbial ecology by enabling the genome-resolved study of uncultured microorganisms directly from environmental samples. By leveraging high-throughput sequencing, advanced assembly algorithms, and genome binning techniques, researchers can reconstruct microbial genomes without the need for cultivation. These methodological advances have expanded the known microbial diversity, revealing novel taxa and metabolic pathways involved in key biogeochemical cycles, including carbon, nitrogen, and sulfur transformations. MAG-based studies have identified microbial lineages form Archaea and Bacteria responsible for methane oxidation, carbon sequestration in marine sediments, ammonia oxidation, and sulfur metabolism, highlighting their critical roles in ecosystem stability. From a sustainability perspective, MAGs provide essential insights for climate change mitigation, sustainable agriculture, and bioremediation. The ability to characterize microbial communities in diverse environments, including soil, aquatic ecosystems, and extreme habitats, enhances biodiversity conservation and supports the development of microbial-based environmental management strategies. Despite these advancements, challenges such as assembly biases, incomplete metabolic reconstructions, and taxonomic uncertainties persist. Continued improvements in sequencing technologies, hybrid assembly approaches, and multi-omics integration will further refine MAG-based analyses. As methodologies advance, MAGs will remain a cornerstone for understanding microbial contributions to global biogeochemical processes and developing sustainable interventions for environmental resilience.
Collapse
Affiliation(s)
- Salvador Mirete
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
| | - Mercedes Sánchez-Costa
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
| | - Jorge Díaz-Rullo
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
- University of Alcalá, Polytechnic School, Ctra. Madrid-Barcelona, Km. 33.600, Alcalá de Henares, 28871 Madrid, Spain
| | - Carolina González de Figueras
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
| | - Pablo Martínez-Rodríguez
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
| | - José Eduardo González-Pastor
- Centro de Astrobiología (CAB), CSIC-INTA, Carretera de Ajalvir km 4, Torrejón de Ardoz, 28850 Madrid, Spain; (M.S.-C.); (J.D.-R.); (C.G.d.F.); (P.M.-R.)
| |
Collapse
|
10
|
Jiang K, Ye L, Cao C, Che G, Wang Y, Hong Y. Multi-Metagenome Analysis Unravels Community Collapse After Sampling and Hints the Cultivation Strategy of CPR Bacteria in Groundwater. Microorganisms 2025; 13:972. [PMID: 40431145 PMCID: PMC12114108 DOI: 10.3390/microorganisms13050972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 04/14/2025] [Accepted: 04/22/2025] [Indexed: 05/29/2025] Open
Abstract
Groundwater harbors phylogenetically diverse Candidate Phyla Radiation (CPR) bacteria, representing an ideal ecosystem for studying this microbial dark matter. However, no CPR strains have been successfully isolated from groundwater, severely limiting further research. This study employed a multi-metagenome approach, integrating time-resolved sampling, antibiotic/nutrient interventions, and microbial correlation networks to unravel CPR ecological roles in groundwater and provide insights into their subsequent cultivation. Through 36 metagenomes from a groundwater system containing at least 68 CPR phyla, we revealed the time-sensitive collapse of CPR communities: total abundance plummeted from 7.9% to 0.15% within 48 h post-sampling, driven by competition with rapidly dividing non-CPR bacteria, such as members of Pseudomonadota. Ampicillin (100 mg/L) stabilized CPR communities by suppressing competitors, whereas low-nutrient conditions paradoxically reversed this effect. Long-term enrichment (14 months) recovered 63 CPR phyla (0.35% abundance), revealing their survival resilience despite nutrient deprivation. Correlation networks prioritized Actinomyces, a novel Acidimicrobiaceae genus, Aestuariivirga, Baekduia and Caedimonadaceae as potential CPR partners, providing actionable targets for co-culture trials. Here, we propose actionable recommendations spanning groundwater sampling, activation status, identification of CPR symbiotic partners, and optimization of culture conditions, which bypass traditional blind cultivation and are critical for future efforts to cultivate CPR bacterial strains from groundwater. Cultivating CPR bacteria will contribute to clarifying their diversity, ecological roles, evolutionary mechanisms, metabolic pathways, and genetic potential.
Collapse
Affiliation(s)
- Kai Jiang
- College of Life Science and Technology, Inner Mongolia Normal University, Hohhot 010022, China; (L.Y.); (G.C.); (Y.W.)
- Key Laboratory of Biodiversity Conservation and Sustainable Utilization in Mongolian Plateau for College and University of Inner Mongolia Autonomous Region, Hohhot 010022, China
| | - Lijia Ye
- College of Life Science and Technology, Inner Mongolia Normal University, Hohhot 010022, China; (L.Y.); (G.C.); (Y.W.)
| | - Chunling Cao
- Department of Agriculture and Animal Husbandry of Inner Mongolia, Hohhot 010010, China;
| | - Gen Che
- College of Life Science and Technology, Inner Mongolia Normal University, Hohhot 010022, China; (L.Y.); (G.C.); (Y.W.)
| | - Yanxing Wang
- College of Life Science and Technology, Inner Mongolia Normal University, Hohhot 010022, China; (L.Y.); (G.C.); (Y.W.)
| | - Yu Hong
- College of Life Science and Technology, Inner Mongolia Normal University, Hohhot 010022, China; (L.Y.); (G.C.); (Y.W.)
- Key Laboratory of Biodiversity Conservation and Sustainable Utilization in Mongolian Plateau for College and University of Inner Mongolia Autonomous Region, Hohhot 010022, China
| |
Collapse
|
11
|
Bayer PE, Bennett A, Nester G, Corrigan S, Raes EJ, Cooper M, Ayad ME, McVey P, Kardailsky A, Pearce J, Fraser MW, Goncalves P, Burnell S, Rauschert S. A Comprehensive Evaluation of Taxonomic Classifiers in Marine Vertebrate eDNA Studies. Mol Ecol Resour 2025:e14107. [PMID: 40243260 DOI: 10.1111/1755-0998.14107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 12/05/2024] [Accepted: 03/11/2025] [Indexed: 04/18/2025]
Abstract
Environmental DNA (eDNA) metabarcoding is a widely used tool for surveying marine vertebrate biodiversity. To this end, many computational tools have been released and a plethora of bioinformatic approaches are used for eDNA-based community composition analysis. Simulation studies and careful evaluation of taxonomic classifiers are essential to establish reliable benchmarks to improve the accuracy and reproducibility of eDNA-based findings. Here we present a comprehensive evaluation of nine taxonomic classifiers exploring three widely used mitochondrial markers (12S rDNA, 16S rDNA and COI) in Australian marine vertebrates. Curated reference databases and exclusion database tests were used to simulate diverse species compositions, including three positive control and two negative control datasets. Using these simulated datasets ranging from 36 to 302 marker genes, we were able to identify between 19% and 89% of marine vertebrate species using mitochondrial markers. We show that MMSeqs2 and Metabuli generally outperform BLAST with 10% and 11% higher F1 scores for 12S and 16S rDNA markers, respectively, and that Naive Bayes Classifiers such as Mothur outperform sequence-based classifiers except MMSeqs2 for COI markers by 11%. Database exclusion tests reveal that MMSeqs2 and BLAST are less susceptible to false positives compared to Kraken2 with default parameters. Based on these findings, we recommend that MMSeqs2 is used for taxonomic classification of marine vertebrates given its ability to improve species-level assignments while reducing the number of false positives. Our work contributes to the establishment of best practices in eDNA-based biodiversity analysis to ultimately increase the reliability of this monitoring tool in the context of marine vertebrate conservation.
Collapse
Affiliation(s)
- Philipp E Bayer
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Adam Bennett
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Georgia Nester
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
- Minderoo-UWA Deep-Sea Research Centre, School of Biological Sciences and Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Shannon Corrigan
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Eric J Raes
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Madalyn Cooper
- Minderoo Foundation, Perth, Western Australia, Australia
| | - Marcelle E Ayad
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Philip McVey
- Minderoo Foundation, Perth, Western Australia, Australia
| | - Anya Kardailsky
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Jessica Pearce
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Matthew W Fraser
- Minderoo Foundation, Perth, Western Australia, Australia
- School of Biological Sciences, The University of Western Australia, Crawley, Western Australia, Australia
| | - Priscila Goncalves
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Stephen Burnell
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| | - Sebastian Rauschert
- Minderoo Foundation, Perth, Western Australia, Australia
- Minderoo OceanOmics Centre at UWA, Oceans Institute, The University of Western Australia, Crawley, Western Australia, Australia
| |
Collapse
|
12
|
Soares A, Rassner SME, Edwards A, Farr G, Blackwell N, Sass H, Persiani G, Schofield D, Mitchell AC. Hydrogeological and geological partitioning of iron and sulfur cycling bacterial consortia in subsurface coal-based mine waters. FEMS Microbiol Ecol 2025; 101:fiaf039. [PMID: 40205489 PMCID: PMC12001885 DOI: 10.1093/femsec/fiaf039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 03/05/2025] [Accepted: 04/08/2025] [Indexed: 04/11/2025] Open
Abstract
Pyrite oxidation drives iron and sulfur availability across Earth's subsurface and is partly microbially mediated. Subsurface microbial communities accelerate this process at circumneutral pH directly by weathering pyritic surfaces and indirectly by causing changes to the surrounding microenvironment, thereby further accelerating pyrite weathering. However, our understanding of community structure dynamics and associated biogeochemistry in Fe- and S-rich lithologies, e.g. pyritic coal, is limited. Here, we present the first comprehensive regional and seasonal genus-level survey of bacterial groundwater communities in a pyritic coal-based aquifer in the South Wales Coalfield (SWC), using 16S rRNA gene amplicon sequencing. Seasonal changes in community structure were limited, suggesting limited influence of surface processes on subsurface communities. Instead, hydrogeologically distinct mine water blocks (MWB) and coal rank largely explained bacterial community structure variation across sites. Fe(II)-oxidizing Betaproteobacteriales genera Gallionella and Sideroxydans dominated the bacterial communities across nine sites and seven MWBs, while three sites within a single MWB, were dominated by S-oxidizing Epsilonbacteraeota genera Sulfuricurvum and Sulfurovum. The cooccurrence of pairs of Fe(II)- and S-oxidizing bacterial genera suggests functional redundancy, which coupled with genus-specific morphologies and life strategies, indicates the importance of distinct environmental and ecological niches within the SWC groundwater at seasonal and regional scales.
Collapse
Affiliation(s)
- André Soares
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
- Department of Life Sciences (DLS), AU, Aberystwyth, SY23 3DD, United Kingdom
- Department of Geography and Earth Sciences (DGES), AU, SY23 3DB, Aberystwyth, United Kingdom
| | - Sara Maria Edwards Rassner
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
- Department of Life Sciences (DLS), AU, Aberystwyth, SY23 3DD, United Kingdom
| | - Arwyn Edwards
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
- Department of Life Sciences (DLS), AU, Aberystwyth, SY23 3DD, United Kingdom
| | - Gareth Farr
- British Geological Survey (BGS), Cardiff, CF10 3AT, United Kingdom
| | - Nia Blackwell
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
| | - Henrik Sass
- School of Earth and Ocean Sciences, Cardiff University, Cardiff, CF10 3YE, United Kingdom
| | - Guglielmo Persiani
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
- Department of Geography and Earth Sciences (DGES), AU, SY23 3DB, Aberystwyth, United Kingdom
| | - David Schofield
- British Geological Survey, Edinburgh, EH28 8AA, United Kingdom
| | - Andrew C Mitchell
- Interdisciplinary Centre for Environmental Microbiology (iCEM), Aberystwyth University (AU), Aberystwyth, SY23 3DD, United Kingdom
- Department of Geography and Earth Sciences (DGES), AU, SY23 3DB, Aberystwyth, United Kingdom
| |
Collapse
|
13
|
Santana-Molina C, Williams TA, Snel B, Spang A. Chimeric origins and dynamic evolution of central carbon metabolism in eukaryotes. Nat Ecol Evol 2025; 9:613-627. [PMID: 40033103 PMCID: PMC11976288 DOI: 10.1038/s41559-025-02648-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 01/24/2025] [Indexed: 03/05/2025]
Abstract
The origin of eukaryotes was a key event in the history of life. Current leading hypotheses propose that a symbiosis between an asgardarchaeal host cell and an alphaproteobacterial endosymbiont represented a crucial step in eukaryotic origin and that metabolic cross-feeding between the partners provided the basis for their subsequent evolutionary integration. A major unanswered question is whether the metabolism of modern eukaryotes bears any vestige of this ancestral syntrophy. Here we systematically analyse the evolutionary origins of the eukaryotic gene repertoires mediating central carbon metabolism. Our phylogenetic and sequence analyses reveal that this gene repertoire is chimeric, with ancestral contributions from Asgardarchaeota and Alphaproteobacteria operating predominantly in glycolysis and the tricarboxylic acid cycle, respectively. Our analyses also reveal the extent to which this ancestral metabolic interplay has been remodelled via gene loss, transfer and subcellular retargeting in the >2 billion years since the origin of eukaryotic cells, and we identify genetic contributions from other prokaryotic sources in addition to the asgardarchaeal host and alphaproteobacterial endosymbiont. Our work demonstrates that, in contrast to previous assumptions, modern eukaryotic metabolism preserves information about the nature of the original asgardarchaeal-alphaproteobacterial interactions and supports syntrophy scenarios for the origin of the eukaryotic cell.
Collapse
Affiliation(s)
- Carlos Santana-Molina
- Department of Marine Microbiology and Biogeochemistry, NIOZ, Royal Netherlands Institute for Sea Research, AB Den Burg, the Netherlands
| | - Tom A Williams
- Bristol Palaeobiology Group, School of Biological Sciences, University of Bristol, Bristol, UK
| | - Berend Snel
- Theoretical Biology & Bioinformatics, Department of Biology, Faculty of Science, Utrecht University, Utrecht, the Netherlands.
| | - Anja Spang
- Department of Marine Microbiology and Biogeochemistry, NIOZ, Royal Netherlands Institute for Sea Research, AB Den Burg, the Netherlands.
- Department of Evolutionary & Population Biology, Institute for Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, the Netherlands.
| |
Collapse
|
14
|
Simon SA, Aschmann V, Behrendt A, Hügler M, Engl LM, Pohlner M, Rolfes S, Brinkhoff T, Engelen B, Könneke M, Rodriguez-R LM, Bornemann TLV, Nuy JK, Rothe L, Stach TL, Beblo-Vranesevic K, Leuko S, Runzheimer K, Möller R, Conrady M, Huth M, Trabold T, Herkendell K, Probst AJ. Earth's most needed uncultivated aquatic prokaryotes. WATER RESEARCH 2025; 273:122928. [PMID: 39724798 DOI: 10.1016/j.watres.2024.122928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 11/29/2024] [Accepted: 12/06/2024] [Indexed: 12/28/2024]
Abstract
Aquatic ecosystems house a significant fraction of Earth's biosphere, yet most prokaryotes inhabiting these environments remain uncultivated. While recently developed genome-resolved metagenomics and single-cell genomics techniques have underscored the immense genetic breadth and metabolic potential residing in uncultivated Bacteria and Archaea, cultivation of these microorganisms is required to study their physiology via genetic systems, confirm predicted biochemical pathways, exploit biotechnological potential, and accurately appraise nutrient turnover. Over the past two decades, the limitations of culture-independent investigations highlighted the importance of cultivation in bridging this vast knowledge gap. Here, we collected more than 80 highly sought-after uncultivated lineages of aquatic Bacteria and Archaea with global ecological impact. In addition to fulfilling critical roles in global carbon, nitrogen, and sulfur cycling, many of these organisms are thought to partake in key symbiotic relationships. This review highlights the vital contributions of uncultured microbes in aquatic ecosystems, from lakes and groundwater to the surfaces and depths of the oceans and will guide current and future initiatives tasked with cultivating our planet's most elusive, yet highly consequential aquatic microflora.
Collapse
Affiliation(s)
- Sophie A Simon
- Department of Environmental Metagenomics, Research Center One Health Ruhr, University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany
| | - Vera Aschmann
- Department of Water Microbiology, TZW: DVGW-Technologiezentrum Wasser, Karlsruhe, Germany
| | - Annika Behrendt
- Department of Water Microbiology, TZW: DVGW-Technologiezentrum Wasser, Karlsruhe, Germany
| | - Michael Hügler
- Department of Water Microbiology, TZW: DVGW-Technologiezentrum Wasser, Karlsruhe, Germany
| | - Lisa M Engl
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Marion Pohlner
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Sönke Rolfes
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Thorsten Brinkhoff
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Bert Engelen
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Martin Könneke
- Institute for Chemistry and Biology of the Marine Environment, Carl von Ossietzky University of Oldenburg, Oldenburg, Germany
| | - Luis M Rodriguez-R
- Department of Microbiology and Digital Science Center (DiSC), University of Innsbruck, Austria
| | - Till L V Bornemann
- Department of Environmental Metagenomics, Research Center One Health Ruhr, University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany; Centre of Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Julia K Nuy
- Department of Environmental Metagenomics, Research Center One Health Ruhr, University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany; Centre of Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Louisa Rothe
- Centre of Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | - Tom L Stach
- Department of Environmental Metagenomics, Research Center One Health Ruhr, University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany; Centre of Water and Environmental Research, University of Duisburg-Essen, Essen, Germany
| | | | - Stefan Leuko
- German Aerospace Center, Institute of Aerospace Medicine, Cologne, Germany
| | | | - Ralf Möller
- German Aerospace Center, Institute of Aerospace Medicine, Cologne, Germany
| | - Marius Conrady
- Faculty of Life Sciences, Biosystemtechnik, Humboldt University Berlin, Berlin, Germany
| | - Markus Huth
- Faculty of Life Sciences, Biosystemtechnik, Humboldt University Berlin, Berlin, Germany
| | - Thomas Trabold
- Chair of Energy Process Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Nürnberg, Germany
| | - Katharina Herkendell
- Chair of Energy Process Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Nürnberg, Germany; Department of Energy Process Engineering and Conversion Technologies for Renewable Energies, Technische Universität Berlin, Berlin, Germany
| | - Alexander J Probst
- Department of Environmental Metagenomics, Research Center One Health Ruhr, University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany; Centre of Water and Environmental Research, University of Duisburg-Essen, Essen, Germany.
| |
Collapse
|
15
|
Sanghani A, Antaliya K, Patel R, Dave S, Tipre D. Revealing microbial functionalities and ecological roles in Rajpardi lignite mine: insights from metagenomics analysis. Lett Appl Microbiol 2025; 78:ovaf048. [PMID: 40156579 DOI: 10.1093/lambio/ovaf048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 03/01/2025] [Accepted: 03/27/2025] [Indexed: 04/01/2025]
Abstract
The present study employs a metagenomics approach to evaluate microbial communities' ecological functions and potential within the Rajpardi lignite mine of Gujarat, India. Through whole genome shotgun sequencing on the Illumina Miseq platform, we obtained 10 071 318 sequences, which unveiled a diverse and abundant microbial community primarily composed of Proteobacteria, Acidobacteria, and Nitrospirae. Comprehensive taxonomic profiling and gene prediction was carried out using the SqueezeMeta pipline, which highlighted significant contributions to carbohydrate, amino acid, and energy metabolism. The detection of antimicrobial resistance and stress resistance genes, such as blaTEM and merA, suggests that these microbes possess the ability to adapt to harsh environmental conditions. Genome binning revealed species such as Acidiphilum sp. 20-67-58, emphasizing the nature of these communities as they adapted to an acidic environment. This finding highlights the crucial role of microbes in biogeochemical cycles, emphasizing their potential in bioremediation, pollutant degradation, and ecosystem restoration.
Collapse
Affiliation(s)
- Anjana Sanghani
- Department of Microbiology and Biotechnology, School of Sciences, Gujarat University, Ahmedabad 380009, India
| | - Komal Antaliya
- Bioinformatics and supercomputer Lab, Department of Biosciences, Veer Narmad South Gujarat University, Surat 395007, India
| | - Rajesh Patel
- Bioinformatics and supercomputer Lab, Department of Biosciences, Veer Narmad South Gujarat University, Surat 395007, India
| | - Shailesh Dave
- Xavier's Research Foundation, Loyola Centre for R & D, Navarangpura, Ahmedabad 380009, India
| | - Devayani Tipre
- Department of Microbiology and Biotechnology, School of Sciences, Gujarat University, Ahmedabad 380009, India
| |
Collapse
|
16
|
Lawson PA, Tanner RS. Cultivation of anaerobic bacteria: Foundations and principles. Anaerobe 2025; 93:102951. [PMID: 40139652 DOI: 10.1016/j.anaerobe.2025.102951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Revised: 02/27/2025] [Accepted: 02/28/2025] [Indexed: 03/29/2025]
Abstract
A brief history of techniques in anaerobic microbiology are presented leading up to the incorporation of several improvements we have used over the years to improve our culture of anaerobic microorganisms of environmental, industrial and clinical importance. Two overriding aspects from our combined 90 years of experience here are: the better one's control of anaerobic conditions and gas phases, the better results are obtained; techniques can and should be targeted for individual microorganisms and accompanying experiments. Continued improvements in anaerobic microbiology are expected and encouraged for the future.
Collapse
Affiliation(s)
- Paul A Lawson
- School of Biological Sciences, University of Oklahoma, 730-770 Van Vleet Oval, Norman, 73019, OK, USA.
| | - Ralph S Tanner
- School of Biological Sciences, University of Oklahoma, 730-770 Van Vleet Oval, Norman, 73019, OK, USA
| |
Collapse
|
17
|
Van den Wyngaert S, Cerbin S, Garzoli L, Grossart HP, Gsell AS, Kraberg A, Lepère C, Neuhauser S, Stupar M, Tarallo A, Cunliffe M, Gachon C, Gavrilović A, Masigol H, Rasconi S, Selmeczy GB, Schmeller DS, Scholz B, Timoneda N, Trbojević I, Wilk-Woźniak E, Reñé A. ParAquaSeq, a Database of Ecologically Annotated rRNA Sequences Covering Zoosporic Parasites Infecting Aquatic Primary Producers in Natural and Industrial Systems. Mol Ecol Resour 2025:e14099. [PMID: 40087979 DOI: 10.1111/1755-0998.14099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 02/21/2025] [Accepted: 03/03/2025] [Indexed: 03/17/2025]
Abstract
Amplicon sequencing tools such as metabarcoding are commonly used for thorough characterisation of microbial diversity in natural samples. They mostly rely on the amplification of conserved universal markers, mainly ribosomal genes, allowing the taxonomic assignment of barcodes. However, linking taxonomic classification with functional traits is not straightforward and requires knowledge of each taxonomic group to confidently assign taxa to a given functional trait. Zoosporic parasites are highly diverse and yet understudied, with many undescribed species and host associations. However, they can have important impacts on host populations in natural ecosystems (e.g., controlling harmful algal blooms), as well as on industrial-scale algae production, e.g. aquaculture, causing their collapse or economic losses. Here, we present ParAquaSeq, a curated database of available molecular ribosomal sequences belonging to zoosporic parasites infecting aquatic vascular plants, macroalgae and photosynthetic microorganisms, i.e. microalgae and cyanobacteria. These sequences are aligned with ancillary data and other information currently available, including details on their hosts, occurrence, culture availability and associated bibliography. The database includes 1131 curated sequences from marine, freshwater and industrial or artificial environments, and belonging to 13 different taxonomic groups, including Chytridiomycota, Oomycota, Phytomyxea, and Syndiniophyceae. The curated database will allow a comprehensive analysis of zoosporic parasites in molecular datasets to answer questions related to their occurrence and distribution in natural communities. Especially through meta-analysis, the database serves as a valuable tool for developing effective mitigation and sustainable management strategies in the algae biomass industry, but it will also help to identify knowledge gaps for future research.
Collapse
Affiliation(s)
| | - Slawek Cerbin
- Department of General Zoology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poland
| | - Laura Garzoli
- Water Research Institute (CNR-IRSA), National Research Council of Italy, Verbania, Italy
| | - Hans-Peter Grossart
- Department of Plankton and Microbial Ecology, Leibniz Institute of Freshwater Research and Inland Fisheries (IGB), Stechlin, Germany
- Department of Biochemistry and Biology, Potsdam University, Potsdam, Germany
| | - Alena S Gsell
- Department of Environmental Biology, Institute of Environmental Sciences (CML), University of Leiden, Leiden, the Netherlands
- Department of Aquatic Ecology, Institute of Ecology (NIOO-KNAW), Wageningen, the Netherlands
| | - Alexandra Kraberg
- Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany
| | - Cécile Lepère
- CNRS, Laboratoire Microorganismes: Génome et Environnement, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Sigrid Neuhauser
- Institute of Microbiology, Universität Innsbruck, Innsbruck, Austria
| | - Miloš Stupar
- Institute of Botany and Botanical Garden "Jevremovac", Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | - Andrea Tarallo
- National Research Council (CNR), Institute of Research on Terrestrial Ecosystems (IRET), Lecce, Italy
| | - Michael Cunliffe
- Marine Biological Association, The Laboratory, Plymouth, UK
- School of Biological and Marine Sciences, University of Plymouth, Plymouth, UK
| | - Claire Gachon
- Muséum National d'Histoire Naturelle, UMR 7245 CNRS, CP 64, Paris, France
| | - Ana Gavrilović
- University of Zagreb Faculty of Agriculture, Zagreb, Croatia
| | - Hossein Masigol
- Department of Plankton and Microbial Ecology, Leibniz Institute of Freshwater Research and Inland Fisheries (IGB), Stechlin, Germany
| | - Serena Rasconi
- Université Savoie Mont Blanc, INRAE, CARRTEL, Thonon les Bains, France
| | - Géza B Selmeczy
- Research Group of Limnology, Center for Natural Science, University of Pannonia, Veszprém, Hungary
- HUN-REN-PE Limnoecology Research Group, Veszprém, Hungary
| | - Dirk S Schmeller
- Centre de Recherche sur la Biodiversité et l'Environnement (CRBE), Université de Toulouse, CNRS, IRD, Toulouse INP, Université Toulouse 3 - Paul Sabatier (UT3), Toulouse, France
| | | | - Natàlia Timoneda
- Department of Biologia Marina i Oceanografia, Institut de Ciències del Mar (ICM-CSIC), Barcelona, Catalonia, Spain
| | - Ivana Trbojević
- Institute of Botany and Botanical Garden "Jevremovac", Faculty of Biology, University of Belgrade, Belgrade, Serbia
| | | | - Albert Reñé
- Department of Biologia Marina i Oceanografia, Institut de Ciències del Mar (ICM-CSIC), Barcelona, Catalonia, Spain
| |
Collapse
|
18
|
Kioukis A, Camargo AP, Pavlidis P, Iliopoulos I, Kyrpides NC, Lagkouvardos I. Global Archaeal Diversity Revealed Through Massive Data Integration: Uncovering Just Tip of Iceberg. Microorganisms 2025; 13:598. [PMID: 40142491 PMCID: PMC11944491 DOI: 10.3390/microorganisms13030598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 02/27/2025] [Accepted: 02/28/2025] [Indexed: 03/28/2025] Open
Abstract
The domain of Archaea has gathered significant interest for its ecological and biotechnological potential and its role in helping us to understand the evolutionary history of Eukaryotes. In comparison to the bacterial domain, the number of adequately described members in Archaea is relatively low, with less than 1000 species described. It is not clear whether this is solely due to the cultivation difficulty of its members or, indeed, the domain is characterized by evolutionary constraints that keep the number of species relatively low. Based on molecular evidence that bypasses the difficulties of formal cultivation and characterization, several novel clades have been proposed, enabling insights into their metabolism and physiology. Given the extent of global sampling and sequencing efforts, it is now possible and meaningful to question the magnitude of global archaeal diversity based on molecular evidence. To do so, we extracted all sequences classified as Archaea from 500 thousand amplicon samples available in public repositories. After processing through our highly conservative pipeline, we named this comprehensive resource the 'Global Archaea Diversity' (GAD), which encompassed nearly 3 million molecular species clusters at 97% similarity, and organized it into over 500 thousand genera and nearly 100 thousand families. Saline environments have contributed the most to the novel taxa of this previously unseen diversity. The majority of those 16S rRNA gene sequence fragments were verified by matches in metagenomic datasets from IMG/M. These findings reveal a vast and previously overlooked diversity within the Archaea, offering insights into their ecological roles and evolutionary importance while establishing a foundation for the future study and characterization of this intriguing domain of life.
Collapse
Affiliation(s)
- Antonios Kioukis
- Department of Clinical Microbiology, School of Medicine, University of Crete, 70013 Heraklion, Greece;
| | - Antonio Pedro Camargo
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; (A.P.C.); (N.C.K.)
| | - Pavlos Pavlidis
- Foundation for Research and Technology Hellas, Institute of Computer Science, 70013 Heraklion, Greece;
| | | | - Nikos C Kyrpides
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; (A.P.C.); (N.C.K.)
| | - Ilias Lagkouvardos
- Department of Clinical Microbiology, School of Medicine, University of Crete, 70013 Heraklion, Greece;
| |
Collapse
|
19
|
Li J, Lu Y, Chen X, Wang L, Cao Z, Lei H, Zhang Z, Wang P, Sun B. Seasonal variation of microbial community and diversity in the Taiwan Strait sediments. ENVIRONMENTAL RESEARCH 2025; 268:120809. [PMID: 39798660 DOI: 10.1016/j.envres.2025.120809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/31/2024] [Accepted: 01/08/2025] [Indexed: 01/15/2025]
Abstract
Human activities and ocean currents in the Taiwan Strait exhibit significant seasonal variation, yet the response of marine microbes to ocean changes under anthropogenic and climatic stress remains unclear. Using 16S rRNA gene amplicon sequencing, we investigated the spatiotemporal dynamics and functional variations of microbial communities in sediment samples. Our findings revealed distinct seasonal patterns in microbial diversity and composition. Proteobacteria, Desulfobacterota, and Crenarchaeota dominated at the phylum level, while Candidatus Nitrosopumilus, Woeseia, and Subgroup 10 were prevalent at the genus level. Iron concentrations, heavy metals and C/N ratio were primary factors influencing microbial communities during specific seasons, whereas sulfur content, temperature fluctuations, and heavy metals shaped the entire microbial structure and diversity. Core microbial groups, including Desulfobulbus, Subgroup 10, Unidentified Latescibacterota, and Sumerlaea, played essential roles in regulating community structure and functional transitions. Marker species, such as Aliidiomarina sanyensis, Spirulina platensis, Croceimarina litoralis and Sulfuriflexus mobilis, acted as seasonal indicators. Bacteria exhibited survival strategy akin to higher organisms, encompassing process of synthesis, growth, dormancy, and disease resistance throughout the seasonal cycle. Core microbial groups and marker species in specific seasons can serve as indicators for monitoring and assessing the health of the Taiwan Strait ecosystem.
Collapse
Affiliation(s)
- Jialong Li
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Yonglong Lu
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China.
| | - Xueting Chen
- Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China and the Fujian Key Laboratory of Sensing and Computing for Smart City, School of Informatics, Xiamen University, Xiamen 361005, China
| | - Lianghui Wang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Zhiwei Cao
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Haojie Lei
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Zhenjun Zhang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Pei Wang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| | - Bin Sun
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China; State Key Laboratory of Marine Environmental Science and International Institute of Sustainability Science, College of the Environment and Ecology, Xiamen University, Xiamen 361102, China
| |
Collapse
|
20
|
Xu Y, Wang Z, Li C, Tian S, Du W. Droplet microfluidics: unveiling the hidden complexity of the human microbiome. LAB ON A CHIP 2025; 25:1128-1148. [PMID: 39775305 DOI: 10.1039/d4lc00877d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
The human body harbors diverse microbial communities essential for maintaining health and influencing disease processes. Droplet microfluidics, a precise and high-throughput platform for manipulating microscale droplets, has become vital in advancing microbiome research. This review introduces the foundational principles of droplet microfluidics, its operational capabilities, and wide-ranging applications. We emphasize its role in enhancing single-cell sequencing technologies, particularly genome and RNA sequencing, transforming our understanding of microbial diversity, gene expression, and community dynamics. We explore its critical function in isolating and cultivating traditionally unculturable microbes and investigating microbial activity and interactions, facilitating deeper insight into community behavior and metabolic functions. Lastly, we highlight its broader applications in microbial analysis and its potential to revolutionize human health research by driving innovations in diagnostics, therapeutic development, and personalized medicine. This review provides a comprehensive overview of droplet microfluidics' impact on microbiome research, underscoring its potential to transform our understanding of microbial dynamics and their relevance to health and disease.
Collapse
Affiliation(s)
- Yibin Xu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Zhiyi Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
- Medical School and College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Caiming Li
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
- Medical School and College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Shuiquan Tian
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
| | - Wenbin Du
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China.
- Medical School and College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| |
Collapse
|
21
|
Reva ON, La Cono V, Marturano L, Crisafi F, Smedile F, Mudaliyar M, Ghosal D, Selivanova EA, Ignatenko ME, Ferrer M, Fernandez-Lopez L, Krupovic M, Yakimov MM. DPANN symbiont of Haloferax volcanii accelerates xylan degradation by the non-host haloarchaeon Halorhabdus sp. iScience 2025; 28:111749. [PMID: 39925428 PMCID: PMC11803251 DOI: 10.1016/j.isci.2025.111749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 11/07/2024] [Accepted: 01/02/2025] [Indexed: 02/11/2025] Open
Abstract
This study examines a natural consortium of halophilic archaea, comprising xylan-degrading Halorhabdus sp. SVX81, consortium cohabitant Haloferax volcanii SVX82 (formerly H. lucentense SVX82), and its DPANN ectosymbiont Ca. Nanohalococcus occultus SVXNc. Transcriptomics and targeted metabolomics demonstrated that the tripartite consortium outperformed individual and the Halorhabdus sp. SVX81 with H. volcanii SVX82 bipartite cultures in xylan degradation, exhibiting a division of labor: the DPANN symbiont processed glycolysis products, while other members performed xylan depolymerization and biosynthesis of essential compounds. Electron microscopy and cryo-electron tomography revealed the formation of heterocellular biofilms interlinked by DPANN cells. The findings demonstrated that DPANN symbionts can interact directly with other members of microbial communities, which are not their primary hosts, influencing their gene expression. However, DPANN proliferation requires their primary host presence. The study highlights the collective contribution of consortium members to xylan degradation and their potential for biotechnological applications in the management of hypersaline environments.
Collapse
Affiliation(s)
- Oleg N. Reva
- Department of Biochemistry, Genetics and Microbiology, Centre for Bioinformatics and Computational Biology, University of Pretoria, 0002 Pretoria, South Africa
| | - Violetta La Cono
- Extreme Microbiology, Biotechnology and Astrobiology Group, Institute of Polar Sciences, ISP-CNR, 98122 Messina, Italy
| | - Laura Marturano
- Extreme Microbiology, Biotechnology and Astrobiology Group, Institute of Polar Sciences, ISP-CNR, 98122 Messina, Italy
| | - Francesca Crisafi
- Extreme Microbiology, Biotechnology and Astrobiology Group, Institute of Polar Sciences, ISP-CNR, 98122 Messina, Italy
| | - Francesco Smedile
- Extreme Microbiology, Biotechnology and Astrobiology Group, Institute of Polar Sciences, ISP-CNR, 98122 Messina, Italy
| | - Manasi Mudaliyar
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Melbourne, 3052 VIC, Australia
- ARC Centre for Cryo-electron Microscopy of Membrane Proteins, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, 3052 VIC, Australia
| | - Debnath Ghosal
- Department of Biochemistry and Pharmacology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Melbourne, 3052 VIC, Australia
- ARC Centre for Cryo-electron Microscopy of Membrane Proteins, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, 3052 VIC, Australia
| | - Elena A. Selivanova
- Orenburg Federal Research Center, Institute for Cellular and Intracellular Symbiosis, Ural Branch of Russian Academy of Sciences, 460000 Orenburg, Russia
| | - Marina E. Ignatenko
- Orenburg Federal Research Center, Institute for Cellular and Intracellular Symbiosis, Ural Branch of Russian Academy of Sciences, 460000 Orenburg, Russia
| | - Manuel Ferrer
- Instituto de Catalisis y Petroleoquimica (ICP), CSIC, 28049 Madrid, Spain
| | | | - Mart Krupovic
- Institut Pasteur, Université Paris Cité, CNRS UMR6047, Archaeal Virology Unit, 75015 Paris, France
| | - Michail M. Yakimov
- Extreme Microbiology, Biotechnology and Astrobiology Group, Institute of Polar Sciences, ISP-CNR, 98122 Messina, Italy
| |
Collapse
|
22
|
Beas JZ, Folgosa F, Karavaeva V, Sousa FL, Saraiva LM. A novel type of hemoglobin confers host-derived nitric oxide resistance to the opportunistic pathogen Acinetobacter baumannii. Sci Rep 2025; 15:5969. [PMID: 39966482 PMCID: PMC11836069 DOI: 10.1038/s41598-025-88123-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Accepted: 01/24/2025] [Indexed: 02/20/2025] Open
Abstract
Acinetobacter baumannii is an opportunistic Gram-negative pathogen responsible for various infections, such as those of the bloodstream and lungs, which often resist antibiotic therapy. In the course of an infection, the human innate immune system's phagocytic cells are activated producing nitric oxide (NO) that cause bacterial injury. While the antimicrobial effects of nitrosative stress and the bacterial resistance mechanisms are well-characterized for several pathogens, the adaptations of Acinetobacter spp. to NO have not been studied. In this work, we define the transcriptional response of A. baumannii to nitrosative stress induced by NO donor exposure. A. baumannii triggers the expression of several transporters, including those involved in iron and siderophore synthesis. One of the most significantly NO-induced genes is a putative flavohemoglobin. The loss of function of this gene in the mutant strain led to decreased fitness of A. baumannii under NO stress. We also identified the A. baumannii nitric oxide sensor NsrR and demonstrated that NsrR regulates the hemoglobin gene. Combining biochemical, kinetic, and structural prediction studies we show that A. baumannii hemoglobin exhibits nitric oxide dioxygenase and reductase activities and has an atypical structural domain composition. Moreover, we reveal that Acinetobacter hemoglobins have evolved into an independent branch and are phylogenetically distant from other bacterial hemoglobins. Altogether, our findings demonstrate that A. baumannii hemoglobins represent a novel class of NO-detoxifying defense proteins that evolve from flavohemoglobin.
Collapse
Affiliation(s)
- Jordi Zamarreño Beas
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República (EAN), Oeiras, 2780-157, Portugal
- Department of Functional and Evolutionary Ecology, University of Vienna, Vienna, Austria
| | - Filipe Folgosa
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República (EAN), Oeiras, 2780-157, Portugal
| | - Val Karavaeva
- Department of Functional and Evolutionary Ecology, University of Vienna, Vienna, Austria
| | - Filipa L Sousa
- Department of Functional and Evolutionary Ecology, University of Vienna, Vienna, Austria
| | - Lígia M Saraiva
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República (EAN), Oeiras, 2780-157, Portugal.
| |
Collapse
|
23
|
Reiss RA, Guerra PA, Makhnin O, Kellom M. Whole metagenome sequencing and 16S rRNA gene amplicon analyses reveal the complex microbiome responsible for the success of enhanced in-situ reductive dechlorination (ERD) of a tetrachloroethene-contaminated Superfund site. PLoS One 2025; 20:e0306503. [PMID: 39951402 PMCID: PMC11828348 DOI: 10.1371/journal.pone.0306503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 01/01/2025] [Indexed: 02/16/2025] Open
Abstract
The North Railroad Avenue Plume (NRAP) Superfund site in New Mexico, USA exemplifies successful chlorinated solvent bioremediation. NRAP was the result of leakage from a dry-cleaning that operated for 37 years. The presence of tetrachloroethene biodegradation byproducts, organohalide respiring genera (OHRG), and reductive dehalogenase (rdh) genes detected in groundwater samples indicated that enhanced reductive dechlorination (ERD) was the remedy of choice. This was achieved through biostimulation by mixing emulsified vegetable oil into the contaminated aquifer. This report combines metagenomic techniques with site monitoring metadata to reveal new details of ERD. DNA extracts from groundwater samples collected prior to and at four, 23 and 39 months after remedy implementation were subjected to whole metagenome sequencing (WMS) and 16S rRNA gene amplicon (16S) analyses. The response of the indigenous NRAP microbiome to ERD protocols is consistent with results obtained from microcosms, dechlorinating consortia, and observations at other contaminated sites. WMS detects three times as many phyla and six times as many genera as 16S. Both techniques reveal abundance changes in Dehalococcoides and Dehalobacter that reflect organohalide form and availability. Methane was not detected before biostimulation but appeared afterwards, corresponding to an increase in methanogenic Archaea. Assembly of WMS reads produced scaffolds containing rdh genes from Dehalococcoides, Dehalobacter, Dehalogenimonas, Desulfocarbo, and Desulfobacula. Anaerobic and aerobic cometabolic organohalide degrading microbes that increase in abundance include methanogenic Archaea, methanotrophs, Dechloromonas, and Xanthobacter, some of which contain hydrolytic dehalogenase genes. Aerobic cometabolism may be supported by oxygen gradients existing in aquifer microenvironments or by microbes that produce O2 via microbial dismutation. The NRAP model for successful ERD is consistent with the established pathway and identifies new taxa and processes that support this syntrophic process. This project explores the potential of metagenomic tools (MGT) as the next advancement in bioremediation.
Collapse
Affiliation(s)
- Rebecca A. Reiss
- Biology Department, New Mexico Tech, Socorro, New Mexico, United States of America
- LifeScience Testing and Analysis, Albuquerque, New Mexico, United States of America
| | - Peter A. Guerra
- Lynker Corporation, Albuquerque, New Mexico, United States of America
| | - Oleg Makhnin
- Mathematics Department, New Mexico Tech, Socorro, New Mexico, United States of America
| | - Matthew Kellom
- Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
| |
Collapse
|
24
|
Nakajima M, Nakai R, Hirakata Y, Kubota K, Satoh H, Nobu MK, Narihiro T, Kuroda K. Minisyncoccus archaeiphilus gen. nov., sp. nov., a mesophilic, obligate parasitic bacterium and proposal of Minisyncoccaceae fam. nov., Minisyncoccales ord. nov., Minisyncoccia class. nov. and Minisyncoccota phyl. nov. formerly referred to as Candidatus Patescibacteria or candidate phyla radiation. Int J Syst Evol Microbiol 2025; 75. [PMID: 39928396 DOI: 10.1099/ijsem.0.006668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2025] Open
Abstract
In the domain Bacteria, one of the largest, most diverse and environmentally ubiquitous phylogenetic groups, Candidatus Patescibacteria (also known as candidate phyla radiation/CPR), remains poorly characterized, leaving a major knowledge gap in microbial ecology. We recently discovered a novel cross-domain symbiosis between Ca. Patescibacteria and Archaea in highly purified enrichment cultures and proposed Candidatus taxa for the characterized species, including Ca. Minisyncoccus archaeophilus and the corresponding family Ca. Minisyncoccaceae. In this study, we report the isolation of this bacterium, designated strain PMX.108T, in a two-strain co-culture with a host archaeon, Methanospirillum hungatei strain DSM 864T (JF-1T), and hereby describe it as the first representative species of Ca. Patescibacteria. Strain PMX.108T was isolated from mesophilic methanogenic sludge in an anaerobic laboratory-scale bioreactor treating synthetic purified terephthalate- and dimethyl terephthalate-manufacturing wastewater. The strain could not grow axenically and is obligately anaerobic and parasitic, strictly depending on M. hungatei as a host. The genome was comparatively large (1.54 Mbp) compared to other members of the clade, lacked some genes involved in the biosynthesis pathway and encoded type IV pili-related genes associated with the parasitic lifestyle of ultrasmall microbes. The G+C content of the genomic DNA was 36.6 mol%. Here, we report the phenotypic and genomic properties of strain PMX.108T; we propose Minisyncoccus archaeiphilus gen. nov., sp. nov. to accommodate this strain. The type strain of the species is PMX.108T (=JCM 39522T). We also propose the associated family, order, class and phylum as Minisyncoccaceae fam. nov. Minisyncoccales nov., Minisyncoccia class. nov. and Minisyncoccota phyl. nov. within the bacterial kingdom Bacillati.
Collapse
Affiliation(s)
- Meri Nakajima
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2-17-2-1 Tsukisamu-Higashi, Toyohira-ku, Sapporo, Hokkaido 062-8517, Japan
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North-13, West-8, Sapporo, Hokkaido 060-8628, Japan
| | - Ryosuke Nakai
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2-17-2-1 Tsukisamu-Higashi, Toyohira-ku, Sapporo, Hokkaido 062-8517, Japan
| | - Yuga Hirakata
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Central 6, Higashi 1-1-1, Tsukuba, Ibaraki 305-8566, Japan
| | - Kengo Kubota
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, 6-6-06 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, 6-6-06 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Hisashi Satoh
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North-13, West-8, Sapporo, Hokkaido 060-8628, Japan
| | - Masaru K Nobu
- Institute for Extra-cutting-edge Science and Technology Avant-garde Research (X-star), Japan Agency for Marine-Earth Science and Technology (JAMSTEC), 2-15 Natsushima-cho, Yokosuka, Kanagawa 237-0061, Japan
| | - Takashi Narihiro
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2-17-2-1 Tsukisamu-Higashi, Toyohira-ku, Sapporo, Hokkaido 062-8517, Japan
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North-13, West-8, Sapporo, Hokkaido 060-8628, Japan
| | - Kyohei Kuroda
- Bioproduction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 2-17-2-1 Tsukisamu-Higashi, Toyohira-ku, Sapporo, Hokkaido 062-8517, Japan
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North-13, West-8, Sapporo, Hokkaido 060-8628, Japan
| |
Collapse
|
25
|
Iqbal S, Begum F, Ullah I, Jalal N, Shaw P. Peeling off the layers from microbial dark matter (MDM): recent advances, future challenges, and opportunities. Crit Rev Microbiol 2025; 51:1-21. [PMID: 38385313 DOI: 10.1080/1040841x.2024.2319669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 12/13/2023] [Accepted: 02/10/2024] [Indexed: 02/23/2024]
Abstract
Microbes represent the most common organisms on Earth; however, less than 2% of microbial species in the environment can undergo cultivation for study under laboratory conditions, and the rest of the enigmatic, microbial world remains mysterious, constituting a kind of "microbial dark matter" (MDM). In the last two decades, remarkable progress has been made in culture-dependent and culture-independent techniques. More recently, studies of MDM have relied on culture-independent techniques to recover genetic material through either unicellular genomics or shotgun metagenomics to construct single-amplified genomes (SAGs) and metagenome-assembled genomes (MAGs), respectively, which provide information about evolution and metabolism. Despite the remarkable progress made in the past decades, the functional diversity of MDM still remains uncharacterized. This review comprehensively summarizes the recently developed culture-dependent and culture-independent techniques for characterizing MDM, discussing major challenges, opportunities, and potential applications. These activities contribute to expanding our knowledge of the microbial world and have implications for various fields including Biotechnology, Bioprospecting, Functional genomics, Medicine, Evolutionary and Planetary biology. Overall, this review aims to peel off the layers from MDM, shed light on recent advancements, identify future challenges, and illuminate the exciting opportunities that lie ahead in unraveling the secrets of this intriguing microbial realm.
Collapse
Affiliation(s)
- Sajid Iqbal
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
- School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou, China
| | - Farida Begum
- Department of Biochemistry, Abdul Wali Khan University Mardan, Mardan, Pakistan
| | - Ihsan Ullah
- College of Chemical Engineering, Fuzhou University, Fuzhou, China
| | - Nasir Jalal
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
| | - Peter Shaw
- Oujiang Lab (Zhejiang Laboratory for Regenerative Medicine, Vision, and Brain Health), Wenzhou, China
| |
Collapse
|
26
|
Marter P, Freese HM, Ringel V, Brinkmann H, Pradella S, Rohde M, Jarek M, Spröer C, Wagner‐Döbler I, Overmann J, Bunk B, Petersen J. Superior Resolution Profiling of the Coleofasciculus Microbiome by Amplicon Sequencing of the Complete 16S rRNA Gene and ITS Region. ENVIRONMENTAL MICROBIOLOGY REPORTS 2025; 17:e70066. [PMID: 39890997 PMCID: PMC11785472 DOI: 10.1111/1758-2229.70066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Accepted: 12/20/2024] [Indexed: 02/03/2025]
Abstract
The filamentous cyanobacterium Coleofasciculus chthonoplastes is the key primary producer of marine microbial mats. We elucidated the microbiomes of 32 non-axenic Coleofasciculus isolates using PacBio-based amplicon sequencing of the complete 16S rRNA gene and the internally transcribed spacer (16S-ITS). The length of authentic amplicon sequence variants (ASVs) ranged from 1827 to 3044 nucleotides (median: 2267 nt). The results, which were complemented by metagenome analyses and cultivation approaches, revealed the presence of more than 70 associated heterotrophs in the culture of Coleofasciculus sp. WW12. The great bacterial diversity in the cyanosphere is dominated by Pseudomonadota (59%) and Bacteroidota (23%). Allelic ribosomal operon variants were detected in 18 Coleofasciculus strains and our analyses proposed the presence of at least four different species. A comparative analysis of cyanobacterial microbiomes documented complementary advantages of amplicon sequencing versus metagenomics with an individual strength of the 16S-ITS approach in terms of (i) ribosomal target sequence quality, (ii) contaminant detection and (iii) identification of rare bacteria. The characterisation of the Coleofasciculus microbiome showed that long-read amplicon sequencing of the 16S-ITS region is the method of choice for rapid profiling of non-axenic cyanobacteria. Its superior resolution allows a reliable differentiation of even very closely related strains.
Collapse
Affiliation(s)
- Pia Marter
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Heike M. Freese
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Victoria Ringel
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Henner Brinkmann
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Silke Pradella
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Manfred Rohde
- Helmholtz Centre for Infection ResearchBraunschweigGermany
| | - Michal Jarek
- Helmholtz Centre for Infection ResearchBraunschweigGermany
| | - Cathrin Spröer
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Irene Wagner‐Döbler
- Helmholtz Centre for Infection ResearchBraunschweigGermany
- Institute of Microbiology, Technical University of BraunschweigBraunschweigGermany
| | - Jörg Overmann
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
- Institute of Microbiology, Technical University of BraunschweigBraunschweigGermany
| | - Boyke Bunk
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
| | - Jörn Petersen
- Leibniz Institute DSMZ – German Collection of Microorganisms and Cell CulturesBraunschweigGermany
- Institute of Microbiology, Technical University of BraunschweigBraunschweigGermany
| |
Collapse
|
27
|
Wu D, Seshadri R, Kyrpides NC, Ivanova NN. A metagenomic perspective on the microbial prokaryotic genome census. SCIENCE ADVANCES 2025; 11:eadq2166. [PMID: 39823337 PMCID: PMC11740963 DOI: 10.1126/sciadv.adq2166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 12/17/2024] [Indexed: 01/19/2025]
Abstract
Following 30 years of sequencing, we assessed the phylogenetic diversity (PD) of >1.5 million microbial genomes in public databases, including metagenome-assembled genomes (MAGs) of uncultivated microbes. As compared to the vast diversity uncovered by metagenomic sequences, cultivated taxa account for a modest portion of the overall diversity, 9.73% in bacteria and 6.55% in archaea, while MAGs contribute 48.54% and 57.05%, respectively. Therefore, a substantial fraction of bacterial (41.73%) and archaeal PD (36.39%) still lacks any genomic representation. This unrepresented diversity manifests primarily at lower taxonomic ranks, exemplified by 134,966 species identified in 18,087 metagenomic samples. Our study exposes diversity hotspots in freshwater, marine subsurface, sediment, soil, and other environments, whereas human samples yielded minimal novelty within the context of existing datasets. These results offer a roadmap for future genome recovery efforts, delineating uncaptured taxa in underexplored environments and underscoring the necessity for renewed isolation and sequencing.
Collapse
Affiliation(s)
- Dongying Wu
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Rekha Seshadri
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Nikos C. Kyrpides
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Natalia N. Ivanova
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| |
Collapse
|
28
|
Dutkiewicz Z, Singleton CM, Sereika M, Villada JC, Mussig AJ, Chuvochina M, Albertsen M, Schulz F, Woyke T, Nielsen PH, Hugenholtz P, Rinke C. Proposal of Patescibacterium danicum gen. nov., sp. nov. in the ubiquitous bacterial phylum Patescibacteriota phyl. nov. ISME COMMUNICATIONS 2025; 5:ycae147. [PMID: 39931676 PMCID: PMC11809585 DOI: 10.1093/ismeco/ycae147] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 11/01/2024] [Accepted: 11/18/2024] [Indexed: 02/13/2025]
Abstract
Candidatus Patescibacteria is a diverse bacterial phylum that is notable for members with ultrasmall cell size, reduced genomes, limited metabolic capabilities, and dependence on other prokaryotic hosts. Despite the prevalence of the name Ca. Patescibacteria in the scientific literature, it is not officially recognized under the International Code of Nomenclature of Prokaryotes and lacks a nomenclatural type. Here, we rectify this situation by describing two closely related circular metagenome-assembled genomes and by proposing one of them (ABY1TS) to serve as the nomenclatural type for the species Patescibacterium danicum TS gen. nov., sp. nov. according to the rules of the SeqCode. Rank-normalized phylogenomic inference confirmed the stable placement of P. danicum TS in the Ca. Patescibacteria class ABY1. Based on these results, we propose Patescibacterium gen. nov. to serve as the type genus for associated higher taxa, including the phylum Patescibacteriota phyl. nov. We complement our proposal with a genomic characterization, metabolic reconstruction, and biogeographical analysis of Patescibacterium. Our results confirm small genome sizes (<1 Mbp), low GC content (>36%), and the occurrence of long gene coding insertions in the 23S rRNA sequences, along with reduced metabolic potential, inferred symbiotic lifestyle, and a global distribution. In summary, our proposal will provide nomenclatural stability to the fourth-largest phylum in the bacterial domain.
Collapse
Affiliation(s)
- Zuzanna Dutkiewicz
- Faculty of Biology, Department of Microbiology, University of Innsbruck, Innsbruck 6020, Tyrol, Austria
| | - Caitlin M Singleton
- Department of Chemistry and Bioscience, Center for Microbial Communities, Aalborg University, Aalborg 9220, Denmark
| | - Mantas Sereika
- Department of Chemistry and Bioscience, Center for Microbial Communities, Aalborg University, Aalborg 9220, Denmark
| | - Juan C Villada
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Aaron J Mussig
- School of Chemistry and Molecular Biosciences, Australian Centre for Ecogenomics, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Maria Chuvochina
- School of Chemistry and Molecular Biosciences, Australian Centre for Ecogenomics, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Mads Albertsen
- Department of Chemistry and Bioscience, Center for Microbial Communities, Aalborg University, Aalborg 9220, Denmark
| | - Frederik Schulz
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Tanja Woyke
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Per H Nielsen
- Department of Chemistry and Bioscience, Center for Microbial Communities, Aalborg University, Aalborg 9220, Denmark
| | - Philip Hugenholtz
- School of Chemistry and Molecular Biosciences, Australian Centre for Ecogenomics, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Christian Rinke
- Faculty of Biology, Department of Microbiology, University of Innsbruck, Innsbruck 6020, Tyrol, Austria
- School of Chemistry and Molecular Biosciences, Australian Centre for Ecogenomics, The University of Queensland, Brisbane, QLD 4072, Australia
| |
Collapse
|
29
|
Chetri S. Escherichia coli: An arduous voyage from commensal to Antibiotic-resistance. Microb Pathog 2025; 198:107173. [PMID: 39608506 DOI: 10.1016/j.micpath.2024.107173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 11/14/2024] [Accepted: 11/26/2024] [Indexed: 11/30/2024]
Abstract
Escherichia coli (E. coli), a normal intestinal microbiota is one of the most common pathogen known for infecting urinary tract, wound, lungs, bone marrow, blood system and brain. Irrational and overuse of commercially available antibiotics is the most imperative reason behind the emergence of the life threatening infections caused due to antibiotic resistant pathogens. The World Health Organization (WHO) identified antimicrobial resistance (AMR) as one of the 10 biggest public health threats of our time. This harmless commensal can acquire a range of mobile genetic elements harbouring genes coding for virulence factors becoming highly versatile human pathogens causing severe intestinal and extra intestinal diseases. Although, E. coli has been the most widely studied micro-organism, it never ceases to astound us with its ability to open up new research avenues and reveal cutting-edge survival mechanisms in diverse environments that impact human and surrounding environment. This review aims to summarize and highlight persistent research gaps in the field, including: (i) the transfer of resistant genes among bacterial species in diverse environments, such as those associated with humans and animals; (ii) the development of resistance mechanisms against various classes of antibiotics, including quinolones, tetracyclines, etc., in addition to β-lactams; and (iii) the relationship between resistance and virulence factors for understanding how virulence factors and resistance interact to gain a better grasp of how resistance mechanisms impact an organism's capacity to spread illness and interact with the host's defences. Moreover, this review aims to offer a thorough overview, exploring the history and factors contributing to antimicrobial resistance (AMR), the different reported pathotypes, and their links to virulence in both humans and animals. It will also examine their prevalence in various contexts, including food, environmental, and clinical settings. The objective is to deliver a more informative and current analysis, highlighting the evolution from microbiota (historical context) to sophisticated diseases caused by highly successful pathogens. Developing more potent tactics to counteract antibiotic resistance in E. coli requires filling in these gaps. By bridging these gaps, we can strengthen our capacity to manage and prevent resistance, which will eventually enhance public health and patient outcomes.
Collapse
Affiliation(s)
- Shiela Chetri
- Department of Microbiology, Thassim Beevi Abdul Kader College for Women, Kilakarai, Tamilnadu, India.
| |
Collapse
|
30
|
Zhang Y, Xue B, Mao Y, Chen X, Yan W, Wang Y, Wang Y, Liu L, Yu J, Zhang X, Chao S, Topp E, Zheng W, Zhang T. High-throughput single-cell sequencing of activated sludge microbiome. ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY 2025; 23:100493. [PMID: 39430728 PMCID: PMC11490935 DOI: 10.1016/j.ese.2024.100493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 09/11/2024] [Accepted: 09/11/2024] [Indexed: 10/22/2024]
Abstract
Wastewater treatment plants (WWTPs) represent one of biotechnology's largest and most critical applications, playing a pivotal role in environmental protection and public health. In WWTPs, activated sludge (AS) plays a major role in removing contaminants and pathogens from wastewater. While metagenomics has advanced our understanding of microbial communities, it still faces challenges in revealing the genomic heterogeneity of cells, uncovering the microbial dark matter, and establishing precise links between genetic elements and their host cells as a bulk method. These issues could be largely resolved by single-cell sequencing, which can offer unprecedented resolution to show the unique genetic information. Here we show the high-throughput single-cell sequencing to the AS microbiome. The single-amplified genomes (SAGs) of 15,110 individual cells were clustered into 2,454 SAG bins. We find that 27.5% of the genomes in the AS microbial community represent potential novel species, highlighting the presence of microbial dark matter. Furthermore, we identified 1,137 antibiotic resistance genes (ARGs), 10,450 plasmid fragments, and 1,343 phage contigs, with shared plasmid and phage groups broadly distributed among hosts, indicating a high frequency of horizontal gene transfer (HGT) within the AS microbiome. Complementary analysis using 1,529 metagenome-assembled genomes from the AS samples allowed for the taxonomic classification of 98 SAG bins, which were previously unclassified. Our study establishes the feasibility of single-cell sequencing in characterizing the AS microbiome, providing novel insights into its ecological dynamics, and deepening our understanding of HGT processes, particularly those involving ARGs. Additionally, this valuable tool could monitor the distribution, spread, and pathogenic hosts of ARGs both within AS environments and between AS and other environments, which will ultimately contribute to developing a health risk evaluation system for diverse environments within a One Health framework.
Collapse
Affiliation(s)
- Yulin Zhang
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Bingjie Xue
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
- School of Public Health, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, 518071, Guangdong, China
| | - Yanping Mao
- College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen, 518071, Guangdong, China
| | - Xi Chen
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Weifu Yan
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Yanren Wang
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Yulin Wang
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Lei Liu
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| | - Jiale Yu
- MobiDrop (Zhejiang) Company Limited, Jiaxing, 314000, Zhejiang, China
| | - Xiaojin Zhang
- MobiDrop (Zhejiang) Company Limited, Jiaxing, 314000, Zhejiang, China
| | - Shan Chao
- MobiDrop (Zhejiang) Company Limited, Jiaxing, 314000, Zhejiang, China
| | - Edward Topp
- Agroecology Research unit, Bourgogne Franche-Comté Research Centre, National Research Institute for Agriculture, Food and the Environment, 35000, France
| | - Wenshan Zheng
- MobiDrop (Zhejiang) Company Limited, Jiaxing, 314000, Zhejiang, China
| | - Tong Zhang
- Environmental Microbiome Engineering and Biotechnology Lab, Department of Civil Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
- School of Public Health, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China
| |
Collapse
|
31
|
Ren Z, Luo W, Li H, Ding H, Zhang Y. Decrypting the phylogeny and metabolism of microbial dark matter in green and red Antarctic snow. ISME COMMUNICATIONS 2025; 5:ycaf003. [PMID: 39866751 PMCID: PMC11765414 DOI: 10.1093/ismeco/ycaf003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 01/02/2025] [Accepted: 01/08/2025] [Indexed: 01/28/2025]
Abstract
Antarctic snow harbors diverse microorganisms, including pigmented algae and bacteria, which create colored snow patches and influence global climate and biogeochemical cycles. However, the genomic diversity and metabolic potential of colored snow remain poorly understood. We conducted a genome-resolved study of microbiomes in colored snow from 13 patches (7 green and 6 red) on the Fildes Peninsula, Antarctica. Using metagenome assembly and binning, we reconstructed 223 metagenome-assembled genomes (MAGs), with 91% representing previously unexplored microbes. Green snow (GS) and red snow (RS) showed distinct MAGs profile, with Polaromonas and Ferruginibacter as the most abundant genera, respectively. GS exhibited higher alpha diversity with more unique and enriched MAGs, while RS showed greater variability with higher beta diversity. All MAGs contained genes encoding auxiliary activities (AAs), carbohydrate esterases (CEs), glycoside hydrolases (GHs), and glycosyl transferases (GTs), indicating microbial degradation of complex carbon substrates. The most abundant enzymes included GT2 (cellulose synthase), GT4 (sucrose synthase), CE1 (acetyl xylan esterase), GT41 (peptide beta-N-acetylglucosaminyltransferase), and CE10 (arylesterase). GS had a higher abundance of GTs, whereas RS was enriched in GHs. Furthermore, 56% of MAGs contained genes for inorganic nitrogen cycling, with 18 gene families involved in assimilatory nitrate reduction, dissimilatory nitrate reduction, and denitrification. Potential coupling of nitrogen cycling and carbohydrate metabolism was observed at both genome and community levels, suggesting close links between these pathways, particularly through nitrate reduction during carbohydrate degradation. This study enhances our understanding of microbial metabolic functions in polar ecosystems and highlights their roles in maintaining Antarctic ecological stability.
Collapse
Affiliation(s)
- Ze Ren
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China
- University of Chinese Academy of Sciences (UCASNJ), Nanjing 211135, China
| | - Wei Luo
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Key Laboratory of Polar Ecosystem and Climate Change, Shanghai JiaoTong University, Ministry of Education, Shanghai 200030, China
| | - Huirong Li
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Key Laboratory of Polar Ecosystem and Climate Change, Shanghai JiaoTong University, Ministry of Education, Shanghai 200030, China
| | - Haitao Ding
- Key Laboratory for Polar Science, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Antarctic Great Wall Ecology National Observation and Research Station, Polar Research Institute of China, Ministry of Natural Resources, Shanghai 200136, China
- Key Laboratory of Polar Ecosystem and Climate Change, Shanghai JiaoTong University, Ministry of Education, Shanghai 200030, China
| | - Yunlin Zhang
- State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China
- University of Chinese Academy of Sciences (UCASNJ), Nanjing 211135, China
- University of Chinese Academy of Science, Beijing 100049, China
| |
Collapse
|
32
|
Yang L, Wang Q, He L, Sun X. The critical role of tumor microbiome in cancer immunotherapy. Cancer Biol Ther 2024; 25:2301801. [PMID: 38241173 PMCID: PMC10802201 DOI: 10.1080/15384047.2024.2301801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/01/2024] [Indexed: 01/21/2024] Open
Abstract
In recent years, the microbiome has shown an integral role in cancer immunotherapy and has become a prominent and widely studied topic. A full understanding of the interactions between the tumor microbiome and various immunotherapies offers opportunities for immunotherapy of cancer. This review scrutinizes the composition of the tumor microbiome, the mechanism of microbial immune regulation, the influence of tumor microorganisms on tumor metastasis, and the interaction between tumor microorganisms and immunotherapy. In addition, this review also summarizes the challenges and opportunities of immunotherapy through tumor microbes, as well as the prospects and directions for future related research. In conclusion, the potential of microbial immunotherapy to enhance treatment outcomes for cancer patients should not be underestimated. Through this review, it is hoped that more research on tumor microbial immunotherapy will be done to better solve the treatment problems of cancer patients.
Collapse
Affiliation(s)
- Liu Yang
- School of Clinical Medicine, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Qi Wang
- Department of Gastroenterology, Affiliated Hospital of Jiangsu University, Jiangsu University, Zhenjiang, China
| | - Lijuan He
- Department of Health Management Center, The Affiliated Hospital, Southwest Medical University, Luzhou, China
| | - Xingyu Sun
- Department of Gynecology, The Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
| |
Collapse
|
33
|
Toribio-Celestino L, Calvo-Villamañán A, Herencias C, Alonso-Del Valle A, Sastre-Dominguez J, Quesada S, Mazel D, Rocha EPC, Fernández-Calvet A, San Millan A. A plasmid-chromosome crosstalk in multidrug resistant enterobacteria. Nat Commun 2024; 15:10859. [PMID: 39738078 PMCID: PMC11686079 DOI: 10.1038/s41467-024-55169-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 12/03/2024] [Indexed: 01/01/2025] Open
Abstract
Conjugative plasmids promote the dissemination and evolution of antimicrobial resistance in bacterial pathogens. However, plasmid acquisition can produce physiological alterations in the bacterial host, leading to potential fitness costs that determine the clinical success of bacteria-plasmid associations. In this study, we use a transcriptomic approach to characterize the interactions between a globally disseminated carbapenem resistance plasmid, pOXA-48, and a diverse collection of multidrug resistant (MDR) enterobacteria. Although pOXA-48 produces mostly strain-specific transcriptional alterations, it also leads to the common overexpression of a small chromosomal operon present in Klebsiella spp. and Citrobacter freundii strains. This operon includes two genes coding for a pirin and an isochorismatase family proteins (pfp and ifp), and shows evidence of horizontal mobilization across Proteobacteria species. Combining genetic engineering, transcriptomics, and CRISPRi gene silencing, we show that a pOXA-48-encoded LysR regulator is responsible for the plasmid-chromosome crosstalk. Crucially, the operon overexpression produces a fitness benefit in a pOXA-48-carrying MDR K. pneumoniae strain, suggesting that this crosstalk promotes the dissemination of carbapenem resistance in clinical settings.
Collapse
Affiliation(s)
| | | | - Cristina Herencias
- Servicio de Microbiología, Hospital Universitario Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria, Madrid, Spain
- Centro de Investigación Biológica en Red de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain
| | | | | | - Susana Quesada
- Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain
| | - Didier Mazel
- Institut Pasteur, Université de Paris Cité, CNRS UMR3525, Bacterial Genome Plasticity, Paris, France
| | - Eduardo P C Rocha
- Institut Pasteur, Université de Paris Cité, CNRS UMR3525, Microbial Evolutionary Genomics, Paris, France
| | | | - Alvaro San Millan
- Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain.
- Centro de Investigación Biológica en Red de Epidemiología y Salud Pública, Instituto de Salud Carlos III, Madrid, Spain.
| |
Collapse
|
34
|
Wehbi S, Wheeler A, Morel B, Manepalli N, Minh BQ, Lauretta DS, Masel J. Order of amino acid recruitment into the genetic code resolved by last universal common ancestor's protein domains. Proc Natl Acad Sci U S A 2024; 121:e2410311121. [PMID: 39665745 DOI: 10.1073/pnas.2410311121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 11/13/2024] [Indexed: 12/13/2024] Open
Abstract
The current "consensus" order in which amino acids were added to the genetic code is based on potentially biased criteria, such as the absence of sulfur-containing amino acids from the Urey-Miller experiment which lacked sulfur. More broadly, abiotic abundance might not reflect biotic abundance in the organisms in which the genetic code evolved. Here, we instead identify which protein domains date to the last universal common ancestor (LUCA) and then infer the order of recruitment from deviations of their ancestrally reconstructed amino acid frequencies from the still-ancient post-LUCA controls. We find that smaller amino acids were added to the code earlier, with no additional predictive power in the previous consensus order. Metal-binding (cysteine and histidine) and sulfur-containing (cysteine and methionine) amino acids were added to the genetic code much earlier than previously thought. Methionine and histidine were added to the code earlier than expected from their molecular weights and glutamine later. Early methionine availability is compatible with inferred early use of S-adenosylmethionine and early histidine with its purine-like structure and the demand for metal binding. Even more ancient protein sequences-those that had already diversified into multiple distinct copies prior to LUCA-have significantly higher frequencies of aromatic amino acids (tryptophan, tyrosine, phenylalanine, and histidine) and lower frequencies of valine and glutamic acid than single-copy LUCA sequences. If at least some of these sequences predate the current code, then their distinct enrichment patterns provide hints about earlier, alternative genetic codes.
Collapse
Affiliation(s)
- Sawsan Wehbi
- Genetics Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ 85721
| | - Andrew Wheeler
- Genetics Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ 85721
| | - Benoit Morel
- Computational Molecular Evolution Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | - Nandini Manepalli
- Department of Molecular and Cellular Biology, University of Arizona, Tucson, AZ 85721
| | - Bui Quang Minh
- School of Computing, Australian National University, Canberra, ACT, Australia
| | - Dante S Lauretta
- Lunar and Planetary Laboratory, University of Arizona, Tucson, AZ 85721
| | - Joanna Masel
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721
| |
Collapse
|
35
|
Ruff SE, de Angelis IH, Mullis M, Payet JP, Magnabosco C, Lloyd KG, Sheik CS, Steen AD, Shipunova A, Morozov A, Reese BK, Bradley JA, Lemonnier C, Schrenk MO, Joye SB, Huber JA, Probst AJ, Morrison HG, Sogin ML, Ladau J, Colwell F. A global comparison of surface and subsurface microbiomes reveals large-scale biodiversity gradients, and a marine-terrestrial divide. SCIENCE ADVANCES 2024; 10:eadq0645. [PMID: 39693444 DOI: 10.1126/sciadv.adq0645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 11/13/2024] [Indexed: 12/20/2024]
Abstract
Subsurface environments are among Earth's largest habitats for microbial life. Yet, until recently, we lacked adequate data to accurately differentiate between globally distributed marine and terrestrial surface and subsurface microbiomes. Here, we analyzed 478 archaeal and 964 bacterial metabarcoding datasets and 147 metagenomes from diverse and widely distributed environments. Microbial diversity is similar in marine and terrestrial microbiomes at local to global scales. However, community composition greatly differs between sea and land, corroborating a phylogenetic divide that mirrors patterns in plant and animal diversity. In contrast, community composition overlaps between surface to subsurface environments supporting a diversity continuum rather than a discrete subsurface biosphere. Differences in microbial life thus seem greater between land and sea than between surface and subsurface. Diversity of terrestrial microbiomes decreases with depth, while marine subsurface diversity and phylogenetic distance to cultured isolates rivals or exceeds that of surface environments. We identify distinct microbial community compositions but similar microbial diversity for Earth's subsurface and surface environments.
Collapse
Affiliation(s)
- S Emil Ruff
- Marine Biological Laboratory, Woods Hole, MA, USA
| | | | | | - Jérôme P Payet
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, USA
| | | | | | - Cody S Sheik
- Large Lakes Observatory and Department of Biology, University of Minnesota Duluth, Duluth, MN, USA
| | | | | | | | - Brandi Kiel Reese
- University of South Alabama, Mobile, AL, USA
- Dauphin Island Sea Laboratory, Dauphin Island, AL, USA
| | - James A Bradley
- Aix Marseille University, University of Toulon, CNRS, IRD, MIO, Marseille, France
- Queen Mary University of London, London, UK
| | - Clarisse Lemonnier
- UMR CARRTEL, INRAE, Université Savoie Mont-Blanc, Thonon-les-Bains, France
| | - Matthew O Schrenk
- Department of Earth and Environmental Sciences, Michigan State University, East Lansing, MI. USA
| | - Samantha B Joye
- Department of Marine Sciences, University of Georgia, Athens, GA, USA
| | - Julie A Huber
- Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - Alexander J Probst
- Environmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, Faculty of Chemistry and Centre of Water and Environmental Research (ZWU), University of Duisburg-Essen, Essen, Germany
| | | | | | - Joshua Ladau
- Department of Computational Precision Health, University of California, San Francisco, CA, USA
- Arva Intelligence, Houston, TX, USA
| | - Frederick Colwell
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, OR, USA
| |
Collapse
|
36
|
Herbold CW, Noell SE, Lee CK, Vickers CJ, Stott MB, Eisen JA, McDonald IR, Cary SC. Nutritional niches of potentially endemic, facultatively anaerobic heterotrophs from an isolated Antarctic terrestrial hydrothermal refugium elucidated through metagenomics. ENVIRONMENTAL MICROBIOME 2024; 19:104. [PMID: 39696719 DOI: 10.1186/s40793-024-00655-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 12/04/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND Tramway Ridge, a geothermal Antarctic Specially Protected Area (elevation 3340 m) located near the summit of Mount Erebus, is home to a unique community composed of cosmopolitan surface-associated micro-organisms and abundant, poorly understood subsurface-associated microorganisms. Here, we use shotgun metagenomics to compare the functional capabilities of this community to those found elsewhere on Earth and to infer in situ diversity and metabolic capabilities of abundant subsurface taxa. RESULTS We found that the functional potential in this community is most similar to that found in terrestrial hydrothermal environments (hot springs, sediments) and that the two dominant organisms in the subsurface carry high rates of in situ diversity which was taken as evidence of potential endemicity. They were found to be facultative anaerobic heterotrophs that likely share a pool of nitrogenous organic compounds while specializing in different carbon compounds. CONCLUSIONS Metagenomic insights have provided a detailed understanding of the microbe-based ecosystem found in geothermally heated fumaroles at Tramway Ridge. This approach enabled us to compare Tramway Ridge with other microbial systems, identify potentially endemic taxa and elucidate the key metabolic pathways that may enable specific organisms to dominate the ecosystem.
Collapse
Affiliation(s)
- Craig W Herbold
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand
- International Centre for Terrestrial Antarctic Research, Te Whare Wānanga O Waikato - University of Waikato, Kirikiriroa - Hamilton, New Zealand
- Te Kura Pūtaiao Koiora - School of Biological Sciences, Te Whare Wānanga O Waitaha - University of Canterbury, Ōtautahi - Christchurch, New Zealand
| | - Stephen E Noell
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand
- International Centre for Terrestrial Antarctic Research, Te Whare Wānanga O Waikato - University of Waikato, Kirikiriroa - Hamilton, New Zealand
| | - Charles K Lee
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand
- International Centre for Terrestrial Antarctic Research, Te Whare Wānanga O Waikato - University of Waikato, Kirikiriroa - Hamilton, New Zealand
| | - Chelsea J Vickers
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand
| | - Matthew B Stott
- Te Kura Pūtaiao Koiora - School of Biological Sciences, Te Whare Wānanga O Waitaha - University of Canterbury, Ōtautahi - Christchurch, New Zealand
| | | | - Ian R McDonald
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand.
- International Centre for Terrestrial Antarctic Research, Te Whare Wānanga O Waikato - University of Waikato, Kirikiriroa - Hamilton, New Zealand.
| | - S Craig Cary
- Te Aka Mātuatua - School of Science, Te Whare Wānanga O Waikato - University of Waikato, Private Bag 3105, Kirikiriroa - Hamilton, 3240, New Zealand
- International Centre for Terrestrial Antarctic Research, Te Whare Wānanga O Waikato - University of Waikato, Kirikiriroa - Hamilton, New Zealand
| |
Collapse
|
37
|
Srinivas P, Peterson SB, Gallagher LA, Wang Y, Mougous JD. Beyond genomics in Patescibacteria: A trove of unexplored biology packed into ultrasmall bacteria. Proc Natl Acad Sci U S A 2024; 121:e2419369121. [PMID: 39665754 DOI: 10.1073/pnas.2419369121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 11/14/2024] [Indexed: 12/13/2024] Open
Abstract
Patescibacteria, also known as the Candidate Phyla Radiation, are a diverse clade of largely uncultivated, small bacteria that comprise a significant proportion of all bacterial diversity. The few members that have been cultivated exhibit a fascinating life cycle in which they grow as obligate epibionts on the surface of host bacteria. In this Perspective, we make the case that the study of these unique, divergent, and poorly characterized organisms represents an exciting frontier in microbiology. This burgeoning field has already achieved several critical breakthroughs, including metagenomic sequence-based reconstructions of the metabolic and biosynthetic capabilities of diverse Patescibacteria and the development of generalizable strategies for their cultivation and genetic manipulation. We argue these that advances, among others, should pave the way toward a molecular understanding of the complex interactions that undoubtedly underpin the relationship between Patescibacteria and their hosts.
Collapse
Affiliation(s)
- Pooja Srinivas
- Department of Microbiology, University of Washington, Seattle, WA 98109
| | - S Brook Peterson
- Department of Microbiology, University of Washington, Seattle, WA 98109
| | - Larry A Gallagher
- Department of Microbiology, University of Washington, Seattle, WA 98109
| | - Yaxi Wang
- Department of Microbiology, University of Washington, Seattle, WA 98109
| | - Joseph D Mougous
- Department of Microbiology, University of Washington, Seattle, WA 98109
- HHMI, University of Washington, Seattle, WA 98109
- Microbial Interactions and Microbiome Center, University of Washington, Seattle, WA 98109
| |
Collapse
|
38
|
Albarano L, Padilla Suarez EG, Maggio C, La Marca A, Iovine R, Lofrano G, Guida M, Vaiano V, Carotenuto M, Libralato G. Assessment of ecological risks posed by veterinary antibiotics in European aquatic environments: A comprehensive review and analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 954:176280. [PMID: 39278491 DOI: 10.1016/j.scitotenv.2024.176280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 09/11/2024] [Accepted: 09/12/2024] [Indexed: 09/18/2024]
Abstract
The extensive use of antibiotics in human and veterinary medicine has led to the emergence of antibiotic contaminants in the environment, posing significant risks to ecosystems and public health. This contamination arises from the persistence of antibiotics in aquatic environments, particularly in aquifer systems, where they contribute to the growing threat of antibiotic resistance. Despite increasing research, the understanding of the ecological and human health implications of these contaminants remains incomplete. Since these compounds are only partially removed by conventional wastewater treatment plants (WWTPs), they are continuously released into the environment. Antibiotics enter the environment mainly through human and animal excretions, improper drug disposal, wastewater treatment plants, and waste streams from antibiotic production. Recent research has focused on antibiotic metabolites and transformation products, which can affect aquatic ecosystems and the food chain, posing long-term risks to human health. This critical review provides a comprehensive analysis of the risk assessment of veterinary antibiotics (VAs) in European aquatic environments, where VAs concentrations ranging from micrograms to milligrams per liter. By examining toxicity data from freshwater and saltwater species, the study evaluates acute and chronic effects across different antibiotic classes. The review also assesses the sensitivity of various taxonomic groups and species to different antibiotics, providing insights into potential ecological risks. Species sensitivity distributions and hazard concentrations affecting a given percentage of species are calculated to assess the overall ecological risk. The findings reveal varying proportions of toxicity data across antibiotic classes, with Aminoglycosides, β-lactams, Fluoroquinolones, Macrolides, and Tetracyclines classes demonstrating higher toxicity levels than others towards certain cyanobacteria and chlorophyta species. Macrolides and Fluoroquinolones emerge as particularly concerning due to their high toxicological risks across various aquatic environments. The analysis underscores the urgent need for further research to fill knowledge gaps and develop effective strategies to mitigate the harmful effects of VAs on aquatic ecosystems and human health.
Collapse
Affiliation(s)
- Luisa Albarano
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy.
| | - Edith Guadalupe Padilla Suarez
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy
| | - Chiara Maggio
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy
| | - Annamaria La Marca
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy
| | - Rosalba Iovine
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy
| | - Giusy Lofrano
- Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Italy
| | - Marco Guida
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy; Centro Servizi Metrologici e Tecnologici Avanzati (CeSMA), Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy; NBFC, National Biodiversity Future Center, Palermo 90133, Italy
| | - Vincenzo Vaiano
- Department of Industrial Engineering, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy
| | - Maurizio Carotenuto
- Department of Chemistry and Biology, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy
| | - Giovanni Libralato
- Department of Biology, University of Naples Federico II, Complesso Universitario di Monte Sant'Angelo, Via Cinthia 21, 80126 Naples, Italy
| |
Collapse
|
39
|
Tao Y, Zeng Z, Deng Y, Zhang M, Wang F, Wang Y. Phylogeny and evolution of dissimilatory sulfite reduction in prokaryotes. Mol Phylogenet Evol 2024; 201:108208. [PMID: 39343112 DOI: 10.1016/j.ympev.2024.108208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 09/22/2024] [Accepted: 09/26/2024] [Indexed: 10/01/2024]
Abstract
Sulfate is the second most common nonmetallic ion in modern oceans, as its concentration dramatically increased alongside tectonic activity and atmospheric oxidation in the Proterozoic. Microbial sulfate/sulfite metabolism, involving organic carbon or hydrogen oxidation, is linked to sulfur and carbon biogeochemical cycles. However, the coevolution of microbial sulfate/sulfite metabolism and Earth's history remains unclear. Here, we conducted a comprehensive phylogenetic analysis to explore the evolutionary history of the dissimilatory sulfite reduction (Dsr) pathway. The phylogenies of the Dsr-related genes presented similar branching patterns but also some incongruencies, indicating the complex origin and evolution of Dsr. Among these genes, dsrAB is the hallmark of sulfur-metabolizing prokaryotes. Our detailed analyses suggested that the evolution of dsrAB was shaped by vertical inheritance and multiple horizontal gene transfer events and that selection pressure varied across distinct lineages. Dated phylogenetic trees indicated that key evolutionary events of dissimilatory sulfur-metabolizing prokaryotes were related to the Great Oxygenation Event (2.4-2.0 Ga) and several geological events in the "Boring Billion" (1.8-0.8 Ga), including the fragmentation of the Columbia supercontinent (approximately 1.6 Ga), the rapid increase in marine sulfate (1.3-1.2 Ga), and the Neoproterozoic glaciation event (approximately 1.0 Ga). We also proposed that the voluminous iron formations (approximately 1.88 Ga) might have induced the metabolic innovation of iron reduction. In summary, our study provides new insights into Dsr evolution and a systematic view of the coevolution of dissimilatory sulfur-metabolizing prokaryotes and the Earth's environment.
Collapse
Affiliation(s)
- Yuxin Tao
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China; State Key Laboratory of Genetic Engineering, Center for Evolutionary Biology, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, School of Life Science, Fudan University, Shanghai 200438, China
| | - Zichao Zeng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yuhui Deng
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Menghan Zhang
- Research Institute of Intelligent Complex Systems, Fudan University, Shanghai 200438, China
| | - Fengping Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China; School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Yinzhao Wang
- State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
| |
Collapse
|
40
|
Oliveira V, Cleary DFR, Polónia ARM, Huang YM, Rocha U, Voogd NJD, Gomes NCM. Unravelling a Latent Pathobiome Across Coral Reef Biotopes. Environ Microbiol 2024; 26:e70008. [PMID: 39705298 DOI: 10.1111/1462-2920.70008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 10/07/2024] [Accepted: 11/11/2024] [Indexed: 12/22/2024]
Abstract
Previous studies on disease in coral reef organisms have neglected the natural distribution of potential pathogens and the genetic factors that underlie disease incidence. This study explores the intricate associations between hosts, microbial communities, putative pathogens, antibiotic resistance genes (ARGs) and virulence factors (VFs) across diverse coral reef biotopes. We observed a substantial compositional overlap of putative bacterial pathogens, VFs and ARGs across biotopes, consistent with the 'everything is everywhere, but the environment selects' hypothesis. However, flatworms and soft corals deviated from this pattern, harbouring the least diverse microbial communities and the lowest diversity of putative pathogens and ARGs. Notably, our study revealed a significant congruence between the distribution of putative pathogens, ARGs and microbial assemblages across different biotopes, suggesting an association between pathogen and ARG occurrence. This study sheds light on the existence of this latent pathobiome, the disturbance of which may contribute to disease onset in coral reef organisms.
Collapse
Affiliation(s)
- Vanessa Oliveira
- Department of Biology and Centre for Environmental and Marine Studies (CESAM), University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Daniel F R Cleary
- Department of Biology and Centre for Environmental and Marine Studies (CESAM), University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Ana R M Polónia
- Department of Biology and Centre for Environmental and Marine Studies (CESAM), University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| | - Yusheng M Huang
- Tropical Island Sustainable Development Research Center, National Penghu University of Science and Technology, Magong City, Penghu, Taiwan
- Department of Marine Recreation, National Penghu University of Science and Technology, Magong City, Penghu, Taiwan
| | - Ulisses Rocha
- Department of Applied and Environmental Microbiology, Helmholtz Centre for Environmental Research -UFZ, Leipzig, Germany
| | - Nicole J de Voogd
- Understanding Evolution Group, Naturalis Biodiversity Center, Leiden, Netherlands
- Institute of Biology (IBL), Leiden University, Leiden, Netherlands
| | - Newton C M Gomes
- Department of Biology and Centre for Environmental and Marine Studies (CESAM), University of Aveiro, Campus Universitário de Santiago, Aveiro, Portugal
| |
Collapse
|
41
|
Wu Z, Liu S, Ni J. Metagenomic characterization of viruses and mobile genetic elements associated with the DPANN archaeal superphylum. Nat Microbiol 2024; 9:3362-3375. [PMID: 39448846 DOI: 10.1038/s41564-024-01839-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 09/25/2024] [Indexed: 10/26/2024]
Abstract
The archaeal superphylum DPANN (an acronym formed from the initials of the first five phyla discovered: Diapherotrites, Parvarchaeota, Aenigmarchaeota, Nanohaloarchaeota and Nanoarchaeota) is a group of ultrasmall symbionts able to survive in extreme ecosystems. The diversity and dynamics between DPANN archaea and their virome remain largely unknown. Here we use a metagenomic clustered regularly interspaced short palindromic repeats (CRISPR) screening approach to identify 97 globally distributed, non-redundant viruses and unclassified mobile genetic elements predicted to infect hosts across 8 DPANN phyla, including 7 viral groups not previously characterized. Genomic analysis suggests a diversity of viral morphologies including head-tailed, tailless icosahedral and spindle-shaped viruses with the potential to establish lytic, chronic or lysogenic infections. We also find evidence of a virally encoded Cas12f1 protein (probably originating from uncultured DPANN archaea) and a mini-CRISPR array, which could play a role in modulating host metabolism. Many metagenomes have virus-to-host ratios >10, indicating that DPANN viruses play an important role in controlling host populations. Overall, our study illuminates the underexplored diversity, functional repertoires and host interactions of the DPANN virome.
Collapse
Affiliation(s)
- Zongzhi Wu
- College of Environmental Sciences and Engineering, Peking University, Key Laboratory of Water and Sediment Sciences, Ministry of Education, Beijing, People's Republic of China
- Eco-environment and Resource Efficiency Research Laboratory, School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen, People's Republic of China
| | - Shufeng Liu
- College of Resources and Environmental Sciences, China Agricultural University, Beijing, People's Republic of China
| | - Jinren Ni
- College of Environmental Sciences and Engineering, Peking University, Key Laboratory of Water and Sediment Sciences, Ministry of Education, Beijing, People's Republic of China.
- Eco-environment and Resource Efficiency Research Laboratory, School of Environment and Energy, Peking University Shenzhen Graduate School, Shenzhen, People's Republic of China.
| |
Collapse
|
42
|
Cloarec LA, Bacchetta T, Bruto M, Leboulanger C, Grossi V, Brochier-Armanet C, Flandrois JP, Zurmely A, Bernard C, Troussellier M, Agogué H, Ader M, Oger-Desfeux C, Oger PM, Vigneron A, Hugoni M. Lineage-dependent partitioning of activities in chemoclines defines Woesearchaeota ecotypes in an extreme aquatic ecosystem. MICROBIOME 2024; 12:249. [PMID: 39609882 PMCID: PMC11606122 DOI: 10.1186/s40168-024-01956-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 10/21/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND DPANN archaea, including Woesearchaeota, encompass a large fraction of the archaeal diversity, yet their genomic diversity, lifestyle, and role in natural microbiomes remain elusive. With an archaeal assemblage naturally enriched in Woesearchaeota and steep vertical geochemical gradients, Lake Dziani Dzaha (Mayotte) provides an ideal model to decipher their in-situ activity and ecology. RESULTS Using genome-resolved metagenomics and phylogenomics, we identified highly diversified Woesearchaeota populations and defined novel halophilic clades. Depth distribution of these populations in the water column showed an unusual double peak of abundance, located at two distinct chemoclines that are hotspots of microbial diversity in the water column. Genome-centric metatranscriptomics confirmed this vertical distribution and revealed a fermentative activity, with acetate and lactate as end products, and active cell-to-cell processes, supporting strong interactions with other community members at chemoclines. Our results also revealed distinct Woesearchaeota ecotypes, with different transcriptional patterns, contrasted lifestyles, and ecological strategies, depending on environmental/host conditions. CONCLUSIONS This work provides novel insights into Woesearchaeota in situ activity and metabolism, revealing invariant, bimodal, and adaptative lifestyles among halophilic Woesearchaeota. This challenges our precepts of an invariable host-dependent metabolism for all the members of this taxa and revises our understanding of their contributions to ecosystem functioning and microbiome assemblage. Video Abstract.
Collapse
Affiliation(s)
- Lilian A Cloarec
- UMR5240 Microbiologie Adaptation Et Pathogénie, Université, INSA Lyon, CNRS, Claude Bernard Lyon 1, Villeurbanne, 69621, France
| | - Thomas Bacchetta
- UMR5240 Microbiologie Adaptation Et Pathogénie, Université, INSA Lyon, CNRS, Claude Bernard Lyon 1, Villeurbanne, 69621, France
| | - Maxime Bruto
- Université de Lyon, UMR Mycoplasmoses Animales, VetAgro Sup, AnsesMarcy L'Etoile, 69280, France
| | | | - Vincent Grossi
- UMR 5276, Laboratoire de Géologie de Lyon: Terre, Univ Lyon, UCBL, CNRS, Environnement (LGL-TPE), PlanètesVilleurbanne, 69622, France
- Present address: Mediterranean Institute of Oceanography (MIO), Aix Marseille Univ-CNRS, Marseille, France
| | - Céline Brochier-Armanet
- Laboratoire de Biométrie Et Biologie Évolutive, UMR5558, Université Claude Bernard Lyon 1, CNRS, VetAgro Sup, Villeurbanne, France
- Institut Universitaire de France (IUF), Paris, France
| | - Jean-Pierre Flandrois
- Laboratoire de Biométrie Et Biologie Évolutive, UMR5558, Université Claude Bernard Lyon 1, CNRS, VetAgro Sup, Villeurbanne, France
| | - Adrian Zurmely
- Laboratoire de Biométrie Et Biologie Évolutive, UMR5558, Université Claude Bernard Lyon 1, CNRS, VetAgro Sup, Villeurbanne, France
| | - Cécile Bernard
- UMR 7245 Molécules de Communication Et Adaptations Des Microorganismes (MCAM) MNHN-CNRS, Muséum National d'Histoire Naturelle, CP 39, 12 Rue Buffon, Paris, F-75231, France
| | | | - Hélène Agogué
- UMR 7266, LIENSs, La Rochelle Université-CNRS, 2 Rue Olympe de Gouges, La Rochelle, 17000, France
| | - Magali Ader
- Institut de Physique du Globe de Paris, Université de Paris, Paris, France
| | | | - Philippe M Oger
- UMR5240 Microbiologie Adaptation Et Pathogénie, Université, INSA Lyon, CNRS, Claude Bernard Lyon 1, Villeurbanne, 69621, France
| | - Adrien Vigneron
- UMR5240 Microbiologie Adaptation Et Pathogénie, Université, INSA Lyon, CNRS, Claude Bernard Lyon 1, Villeurbanne, 69621, France
| | - Mylène Hugoni
- UMR5240 Microbiologie Adaptation Et Pathogénie, Université, INSA Lyon, CNRS, Claude Bernard Lyon 1, Villeurbanne, 69621, France.
- Institut Universitaire de France (IUF), Paris, France.
| |
Collapse
|
43
|
Paquette AJ, Bhatnagar S, Vadlamani A, Gillis T, Khot V, Novotnik B, De la Hoz Siegler H, Strous M, Rattray JE. Ecology and biogeochemistry of the microbial underworld in two sister soda lakes. ENVIRONMENTAL MICROBIOME 2024; 19:98. [PMID: 39609930 PMCID: PMC11606062 DOI: 10.1186/s40793-024-00632-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 10/28/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND Approximately 3.7 billion years ago, microbial life may have emerged in phosphate-rich salty ponds. Surprisingly, analogs of these environments are present in alkaline lake systems, recognized as highly productive biological ecosystems. In this study, we investigate the microbial ecology of two Canadian soda lake sediment systems characterized by naturally high phosphate levels. RESULTS Using a comprehensive approach involving geochemistry, metagenomics, and amplicon sequencing, we discovered that groundwater infiltration into Lake Goodenough sediments supported stratified layers of microbial metabolisms fueled by decaying mats. Effective degradation of microbial mats resulted in unexpectedly low net productivity. Evaporation of water from Last Chance Lake and its sediments led to saturation of brines and a habitat dominated by inorganic precipitation reactions, with low productivity, low organic matter turnover and little biological uptake of phosphorus, leading to high phosphate concentrations. Highly alkaline brines were found to be dominated by potentially dormant spore-forming bacteria. These saturated brines also hosted potential symbioses between Halobacteria and Nanoarchaeaota, as well as Lokiarchaea and bacterial sulfate reducers. Metagenome-assembled genomes of Nanoarchaeaota lacked strategies for coping with salty brines and were minimal for Lokiarchaea. CONCLUSIONS Our research highlights that modern analogs for origin-of-life conditions might be better represented by soda lakes with low phosphate concentrations. Thus, highly alkaline brine environments could be too extreme to support origin of life scenarios. These findings shed light on the complex interplay of microbial life in extreme environments and contribute to our understanding of early Earth environments.
Collapse
Affiliation(s)
- Alexandre J Paquette
- Department of Earth, Energy, and Environment, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada.
| | - Srijak Bhatnagar
- Faculty of Science and Technology, Athabasca University, 1 University Dr, Athabasca, AB T9S 3A3, Canada
| | - Agasteswar Vadlamani
- Department of Earth, Energy, and Environment, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Timber Gillis
- Department of Biological Sciences, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Varada Khot
- Department of Earth, Energy, and Environment, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Breda Novotnik
- Department of Earth, Energy, and Environment, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Hector De la Hoz Siegler
- Department of Chemical and Petroleum Engineering, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Marc Strous
- Department of Earth, Energy, and Environment, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| | - Jayne E Rattray
- Department of Biological Sciences, University of Calgary, 2500 University Drive, Calgary, AB, T2N 1N4, Canada
| |
Collapse
|
44
|
Grossman AS, Lei L, Botting JM, Liu J, Nahar N, Souza JGS, Liu J, McLean JS, He X, Bor B. Saccharibacteria deploy two distinct Type IV pili, driving episymbiosis, host competition, and twitching motility. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.25.624915. [PMID: 39651235 PMCID: PMC11623550 DOI: 10.1101/2024.11.25.624915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
All cultivated Patescibacteria, or CPR, exist as obligate episymbionts on other microbes. Despite being ubiquitous in mammals and environmentally, molecular mechanisms of host identification and binding amongst ultrasmall bacterial episymbionts are largely unknown. Type 4 pili (T4P) are well conserved in this group and predicted to facilitate symbiotic interactions. To test this, we targeted T4P pilin genes in Saccharibacteria Nanosynbacter lyticus strain TM7x to assess their essentiality and roles in symbiosis. Our results revealed that N. lyticus assembles two distinct T4P, a non-essential thin pili that has the smallest diameter of any T4P and contributes to host-binding, episymbiont growth, and competitive fitness relative to other Saccharibacteria, and an essential thick pili whose functions include twitching motility. Identification of lectin-like minor pilins and modification of host cell walls suggest glycan binding mechanisms. Collectively our findings demonstrate that Saccharibacteria encode unique extracellular pili that are vital mediators of their underexplored episymbiotic lifestyle.
Collapse
Affiliation(s)
- Alex S Grossman
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
| | - Lei Lei
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
- West China Hospital of Stomatology, Sichuan University, Chengdu Sichuan, 610093, China
| | - Jack M Botting
- Department of Microbial Pathogenesis, Yale School of Medicine, New Haven CT, 06536, United States
- New Haven Microbial Sciences Institute, Yale University, West Haven CT, 06516, United States
| | - Jett Liu
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
- Institute for Medical Engineering and Science and Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge MA, 02139, USA
| | - Nusrat Nahar
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
| | - João Gabriel S Souza
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
- Department of Periodontology, Dental Research Division, Guarulhos University, Praça Tereza Cristina, Guarulhos, São Paulo 07023-070, Brazil
| | - Jun Liu
- Department of Microbial Pathogenesis, Yale School of Medicine, New Haven CT, 06536, United States
- New Haven Microbial Sciences Institute, Yale University, West Haven CT, 06516, United States
| | - Jeffrey S McLean
- Department of Microbiology, University of Washington, Seattle WA, 98109, USA
- Department of Periodontics, University of Washington, Seattle WA, 98195, USA
- Department of Oral Health Sciences, University of Washington, Seattle WA, 98195, USA
| | - Xuesong He
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
| | - Batbileg Bor
- Department of Microbiology, ADA Forsyth Institute, Cambridge MA, 02142, USA
| |
Collapse
|
45
|
Diao Z, Jing X, Hou X, Meng Y, Zhang J, Wang Y, Ji Y, Ge A, Wang X, Liang Y, Xu J, Ma B. Artificial Intelligence-Assisted Automatic Raman-Activated Cell Sorting (AI-RACS) System for Mining Specific Functional Microorganisms in the Microbiome. Anal Chem 2024; 96:18416-18426. [PMID: 39526454 DOI: 10.1021/acs.analchem.4c03213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
The microbiome represents the natural presence of microorganisms, and exploring, understanding, and leveraging its functions will bring about significant breakthroughs in life sciences and applications. Raman-activated cell sorting (RACS) enables the correlation of phenotype and genotype at the single-cell level, offering a solution to the bottleneck in microbial community functional analysis caused by challenges in cultivating diverse microorganisms. However, current labor-intensive manual procedures fall short in catering to the demands of single-cell functional analysis in microbial communities. To address this issue, we developed an artificial intelligence-assisted Raman-activated cell sorting system (AI-RACS) that integrates precise single-cell positioning, automated data collection, optical tweezers capture, and single-cell printing to elevate microbial single-cell RACS from manual to automated, validating the efficacy of the system by isolating aluminum-tolerant microbes from acidic soil microbiota. Leveraging the AI-RACS framework, we sorted 13 strains from red soil samples under near-in situ conditions, with all demonstrating strong aluminum tolerance. AI-RACS efficiently segregates microbial cells from intricate environmental samples, investigating their functional attributes and presenting a novel tool for microbial research and applications.
Collapse
Affiliation(s)
- Zhidian Diao
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Xiaoyan Jing
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Xibao Hou
- Qingdao Single-Cell Biotechnology Co., Ltd, Qingdao 266101, Shandong, China
| | - Yu Meng
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
| | - Jiaping Zhang
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
| | - Yongshun Wang
- Qingdao Single-Cell Biotechnology Co., Ltd, Qingdao 266101, Shandong, China
| | - Yuetong Ji
- Qingdao Single-Cell Biotechnology Co., Ltd, Qingdao 266101, Shandong, China
| | - Anle Ge
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Xixian Wang
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Yuting Liang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Science, Nanjing 210008, Jiangsu, China
| | - Jian Xu
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| | - Bo Ma
- Single-Cell Center, CAS Key Laboratory of Biofuels, Shandong Key Laboratory of Energy Genetics, Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences, Qingdao 266101, Shandong, China
- Shandong Energy Institute, Qingdao 266101, Shandong, China
- Qingdao New Energy Shandong Laboratory, Qingdao 266101, Shandong, China
- College of Life Science, University of Chinese Academy of Sciences, Beijing 101408, China
| |
Collapse
|
46
|
Wang Y, Sun Y, Huang K, Gao Y, Lin Y, Yuan B, Wang X, Xu G, Nussio LG, Yang F, Ni K. Multi-omics analysis reveals the core microbiome and biomarker for nutrition degradation in alfalfa silage fermentation. mSystems 2024; 9:e0068224. [PMID: 39440963 PMCID: PMC11575373 DOI: 10.1128/msystems.00682-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Accepted: 09/17/2024] [Indexed: 10/25/2024] Open
Abstract
Alfalfa (Medicago sativa L.) is one of the most extensively cultivated forage crops globally, and its nutritional quality critically influences the productivity of dairy cows. Silage fermentation is recognized as a crucial technique for the preservation of fresh forage, ensuring the retention of its vital nutrients. However, the detailed microbial components and their functions in silage fermentation are not fully understood. This study integrated large-scale microbial culturing with high-throughput sequencing to thoroughly examine the microbial community structure in alfalfa silage and explored the potential pathways of nutritional degradation via metagenomic analysis. The findings revealed an enriched microbial diversity in silage, indicated by the identification of amplicon sequence variants. Significantly, the large-scale culturing approach recovered a considerable number of unique microbes undetectable by high-throughput sequencing. Predominant genera, such as Lactiplantibacillus, Leuconostoc, Lentilactobacillus, Weissella, and Liquorilactobacillus, were identified based on their abundance and prevalence. Additionally, genes associated with Enterobacteriaceae were discovered, which might be involved in pathways leading to the production of ammonia-N and butyric acid. Overall, this study offers a comprehensive insight into the microbial ecology of silage fermentation and provides valuable information for leveraging microbial consortia to enhance fermentation quality. IMPORTANCE Silage fermentation is a microbial-driven anaerobic process that efficiently converts various substrates into nutrients readily absorbable and metabolizable by ruminant animals. This study, integrating culturomics and metagenomics, has successfully identified core microorganisms involved in silage fermentation, including those at low abundance. This discovery is crucial for the targeted cultivation of specific microorganisms to optimize fermentation processes. Furthermore, our research has uncovered signature microorganisms that play pivotal roles in nutrient metabolism, significantly advancing our understanding of the intricate relationships between microbial communities and nutrient degradation during silage fermentation.
Collapse
Affiliation(s)
- Yuan Wang
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
- Frontier Technology Research Institute, China Agricultural University, Shenzhen, China
| | - Yunlei Sun
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - KeXin Huang
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Yu Gao
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Yufan Lin
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Baojie Yuan
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Xin Wang
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | - Gang Xu
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| | | | - Fuyu Yang
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
- Frontier Technology Research Institute, China Agricultural University, Shenzhen, China
- College of Animal Science, Guizhou University, Guiyang, China
| | - Kuikui Ni
- College of Grassland Science and Technology, China Agricultural University, Beijing, China
| |
Collapse
|
47
|
Alanzi AR. Exploring Microbial Dark Matter for the Discovery of Novel Natural Products: Characteristics, Abundance Challenges and Methods. J Microbiol Biotechnol 2024; 35:e2407064. [PMID: 39639495 PMCID: PMC11813339 DOI: 10.4014/jmb.2407.07064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 10/22/2024] [Accepted: 10/30/2024] [Indexed: 12/07/2024]
Abstract
The objective of this review is to investigate microbial dark matter (MDM) with a focus on its potential for discovering novel natural products (NPs). This first part will examine the characteristics and abundance of these previously unexplored microbial communities, as well as the challenges faced in identifying and harnessing their unique biochemical properties and novel methods in this field. MDMs are thought to hold great potential for the discovery of novel NPs, which could have significant applications in medicine, agriculture, and industry. In recent years, there has been a growing interest in exploring MDM to unlock its potential. In fact, developments in genome-sequencing technologies and sophisticated phylogenetic procedures and metagenomic techniques have contributed to drastically make important changes in our sights on the diversity of microbial life, including the very outline of the tree of life. This has led to the development of novel technologies and methodologies for studying these elusive microorganisms, such as single-cell genomics, metagenomics, and culturomics. These approaches enable researchers to isolate and analyze individual microbial cells, as well as entire communities, providing insights into their genetic and metabolic potential. By delving into the MDM, scientists hope to uncover new compounds and biotechnological advancements that could have far-reaching impacts on various fields.
Collapse
Affiliation(s)
- Abdullah R Alanzi
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| |
Collapse
|
48
|
Nou NO, Covington JK, Lai D, Mayali X, Seymour CO, Johnston J, Jiao JY, Buessecker S, Mosier D, Muok AR, Torosian N, Cook AM, Briegel A, Woyke T, Eloe-Fadrosh E, Shapiro N, Bryan SG, Sleezer S, Dimapilis J, Gonzalez C, Gonzalez L, Noriega M, Hess M, Carlson RP, Liu L, Li MM, Lian ZH, Zhu S, Liu F, Sun X, Gao B, Mewalal R, Harmon-Smith M, Blaby IK, Cheng JF, Weber PK, Grigorean G, Li WJ, Dekas AE, Pett-Ridge J, Dodsworth JA, Palmer M, Hedlund BP. Genome-guided isolation of the hyperthermophilic aerobe Fervidibacter sacchari reveals conserved polysaccharide metabolism in the Armatimonadota. Nat Commun 2024; 15:9534. [PMID: 39496591 PMCID: PMC11535203 DOI: 10.1038/s41467-024-53784-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 10/17/2024] [Indexed: 11/06/2024] Open
Abstract
Few aerobic hyperthermophilic microorganisms degrade polysaccharides. Here, we describe the genome-enabled enrichment and optical tweezer-based isolation of an aerobic polysaccharide-degrading hyperthermophile, Fervidibacter sacchari, previously ascribed to candidate phylum Fervidibacteria. F. sacchari uses polysaccharides and monosaccharides for growth at 65-87.5 °C and expresses 191 carbohydrate-active enzymes (CAZymes) according to RNA-Seq and proteomics, including 31 with unusual glycoside hydrolase domains (GH109, GH177, GH179). Fluorescence in-situ hybridization and nanoscale secondary ion mass spectrometry confirmed rapid assimilation of 13C-starch in spring sediments. Purified GHs were optimally active at 80-100 °C on ten different polysaccharides. Finally, we propose reassigning Fervidibacteria as a class within phylum Armatimonadota, along with 18 other species, and show that a high number and diversity of CAZymes is a hallmark of the phylum, in both aerobic and anaerobic lineages. Our study establishes Fervidibacteria as hyperthermophilic polysaccharide degraders in terrestrial geothermal springs and suggests a broad role for Armatimonadota in polysaccharide catabolism.
Collapse
Affiliation(s)
- Nancy O Nou
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | | | - Dengxun Lai
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Xavier Mayali
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Cale O Seymour
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Juliet Johnston
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Jian-Yu Jiao
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory, Sun Yat-Sen University, Zhuhai, PR China
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
| | - Steffen Buessecker
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Damon Mosier
- Department of Biology, California State University, San Bernardino, CA, USA
- Department of Earth, Energy, and Environment, University of Calgary, Calgary, AB, Canada
| | - Alise R Muok
- Department of Microbial Sciences, Institute of Biology, Leiden University, Sylviusweg 72, Leiden, The Netherlands
| | - Nicole Torosian
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Allison M Cook
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Ariane Briegel
- Department of Microbial Sciences, Institute of Biology, Leiden University, Sylviusweg 72, Leiden, The Netherlands
| | - Tanja Woyke
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
- University of California Merced, Life and Environmental Sciences, Merced, CA, USA
| | - Emiley Eloe-Fadrosh
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Nicole Shapiro
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Scott G Bryan
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Savannah Sleezer
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Joshua Dimapilis
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Cristina Gonzalez
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Lizett Gonzalez
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Marlene Noriega
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Matthias Hess
- Department of Animal Science, University of California Davis, Davis, CA, USA
| | - Ross P Carlson
- Chemical and Biological Engineering, Montana State University, Bozeman, MT, USA
- Center for Biofilm Engineering, Montana State University, Bozeman, MT, USA
| | - Lan Liu
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory, Sun Yat-Sen University, Zhuhai, PR China
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
| | - Meng-Meng Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory, Sun Yat-Sen University, Zhuhai, PR China
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
| | - Zheng-Han Lian
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory, Sun Yat-Sen University, Zhuhai, PR China
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
| | - Siqi Zhu
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Innovation Academy of South China Sea Ecology and Environmental Engineering, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
| | - Fan Liu
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Innovation Academy of South China Sea Ecology and Environmental Engineering, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- University of Chinese Academy of Sciences, Beijing, PR China
| | - Xian Sun
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Innovation Academy of South China Sea Ecology and Environmental Engineering, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
| | - Beile Gao
- CAS Key Laboratory of Tropical Marine Bio Resources and Ecology, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Key Laboratory of Marine Materia Medica, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Innovation Academy of South China Sea Ecology and Environmental Engineering, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
- Guangdong Provincial Observation and Research Station for Coastal Upwelling Ecosystem, South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou, PR China
| | - Ritesh Mewalal
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Miranda Harmon-Smith
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Ian K Blaby
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Jan-Fang Cheng
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Peter K Weber
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | | | - Wen-Jun Li
- State Key Laboratory of Biocontrol, Guangdong Provincial Key Laboratory of Plant Resources and Southern Marine Science and Engineering Guangdong Laboratory, Sun Yat-Sen University, Zhuhai, PR China
- School of Life Sciences, Sun Yat-Sen University, Guangzhou, PR China
- State Key Laboratory of Desert and Oasis Ecology, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi, PR China
| | - Anne E Dekas
- Department of Earth System Science, Stanford University, Stanford, CA, USA
| | - Jennifer Pett-Ridge
- Physical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA
| | - Jeremy A Dodsworth
- Department of Biology, California State University, San Bernardino, CA, USA
| | - Marike Palmer
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA.
- Department of Microbiology, University of Manitoba, Winnipeg, MB, Canada.
| | - Brian P Hedlund
- School of Life Sciences, University of Nevada, Las Vegas, Las Vegas, NV, USA.
- Nevada Institute of Personalized Medicine, University of Nevada Las Vegas, Las Vegas, NV, USA.
| |
Collapse
|
49
|
Guo J, Sun D, Li K, Dai Q, Geng S, Yang Y, Mo M, Zhu Z, Shao C, Wang W, Song J, Yang C, Zhang H. Metabolic Labeling and Digital Microfluidic Single-Cell Sequencing for Single Bacterial Genotypic-Phenotypic Analysis. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2402177. [PMID: 39077951 DOI: 10.1002/smll.202402177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 06/23/2024] [Indexed: 07/31/2024]
Abstract
Accurate assessment of phenotypic and genotypic characteristics of bacteria can facilitate comprehensive cataloguing of all the resistance factors for better understanding of antibiotic resistance. However, current methods primarily focus on individual phenotypic or genotypic profiles across different colonies. Here, a Digital microfluidic-based automated assay for whole-genome sequencing of single-antibiotic-resistant bacteria is reported, enabling Genotypic and Phenotypic Analysis of antibiotic-resistant strains (Digital-GPA). Digital-GPA can efficiently isolate and sequence antibiotic-resistant bacteria illuminated by fluorescent D-amino acid (FDAA)-labeling, producing high-quality single-cell amplified genomes (SAGs). This enables identifications of both minor and major mutations, pinpointing substrains with distinctive resistance mechanisms. Digital-GPA can directly process clinical samples to detect and sequence resistant pathogens without bacterial culture, subsequently provide genetic profiles of antibiotic susceptibility, promising to expedite the analysis of hard-to-culture or slow-growing bacteria. Overall, Digital-GPA opens a new avenue for antibiotic resistance analysis by providing accurate and comprehensive molecular profiles of antibiotic resistance at single-cell resolution.
Collapse
Affiliation(s)
- Junnan Guo
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Di Sun
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Kunjie Li
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Qi Dai
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Shichen Geng
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Yuanyuan Yang
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Mengwu Mo
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Zhi Zhu
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Chen Shao
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| | - Wei Wang
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Jia Song
- Institute for Developmental and Regenerative Cardiovascular Medicine, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Chaoyong Yang
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
- Institute of Molecular Medicine, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200127, China
| | - Huimin Zhang
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, School of Life Sciences, Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen University, Xiamen, 361005, China
| |
Collapse
|
50
|
Clagnan E, Costanzo M, Visca A, Di Gregorio L, Tabacchioni S, Colantoni E, Sevi F, Sbarra F, Bindo A, Nolfi L, Magarelli RA, Trupo M, Ambrico A, Bevivino A. Culturomics- and metagenomics-based insights into the soil microbiome preservation and application for sustainable agriculture. Front Microbiol 2024; 15:1473666. [PMID: 39526137 PMCID: PMC11544545 DOI: 10.3389/fmicb.2024.1473666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024] Open
Abstract
Soil health is crucial for global food production in the context of an ever-growing global population. Microbiomes, a combination of microorganisms and their activities, play a pivotal role by biodegrading contaminants, maintaining soil structure, controlling nutrients' cycles, and regulating the plant responses to biotic and abiotic stresses. Microbiome-based solutions along the soil-plant continuum, and their scaling up from laboratory experiments to field applications, hold promise for enhancing agricultural sustainability by harnessing the power of microbial consortia. Synthetic microbial communities, i.e., selected microbial consortia, are designed to perform specific functions. In contrast, natural communities leverage indigenous microbial populations that are adapted to local soil conditions, promoting ecosystem resilience, and reducing reliance on external inputs. The identification of microbial indicators requires a holistic approach. It is fundamental for current understanding the soil health status and for providing a comprehensive assessment of sustainable land management practices and conservation efforts. Recent advancements in molecular technologies, such as high-throughput sequencing, revealed the incredible diversity of soil microbiomes. On one hand, metagenomic sequencing allows the characterization of the entire genetic composition of soil microbiomes, and the examination of their functional potential and ecological roles; on the other hand, culturomics-based approaches and metabolic fingerprinting offer complementary information by providing snapshots of microbial diversity and metabolic activities both in and ex-situ. Long-term storage and cryopreservation of mixed culture and whole microbiome are crucial to maintain the originality of the sample in microbiome biobanking and for the development and application of microbiome-based innovation. This review aims to elucidate the available approaches to characterize diversity, function, and resilience of soil microbial communities and to develop microbiome-based solutions that can pave the way for harnessing nature's untapped resources to cultivate crops in healthy soils, to enhance plant resilience to abiotic and biotic stresses, and to shape thriving ecosystems unlocking the potential of soil microbiomes is key to sustainable agriculture. Improving management practices by incorporating beneficial microbial consortia, and promoting resilience to climate change by facilitating adaptive strategies with respect to environmental conditions are the global challenges of the future to address the issues of climate change, land degradation and food security.
Collapse
Affiliation(s)
- Elisa Clagnan
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
- Gruppo Ricicla Labs, Department of Agricultural and Environmental Sciences-Production, Landscape, Agroenergy (DiSAA), University of Milan, Milan, Italy
| | - Manuela Costanzo
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Andrea Visca
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Luciana Di Gregorio
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Silvia Tabacchioni
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Eleonora Colantoni
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Filippo Sevi
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Federico Sbarra
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
- Department of Life Sciences and System Biology (DBIOS), University of Turin, Turin, Italy
| | - Arianna Bindo
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
- Department of Agricultural, Forest and Food Sciences (DISAFA), University of Turin, Turin, Italy
| | - Lorenzo Nolfi
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
- Department of Agriculture and Forest Sciences, University of Tuscia, Viterbo, Italy
| | - Rosaria Alessandra Magarelli
- Sustainable AgriFood Systems Division, Department for Sustainability, Trisaia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Mario Trupo
- Sustainable AgriFood Systems Division, Department for Sustainability, Trisaia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Alfredo Ambrico
- Sustainable AgriFood Systems Division, Department for Sustainability, Trisaia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Annamaria Bevivino
- Sustainable AgriFood Systems Division, Department for Sustainability, Casaccia Research Center, ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| |
Collapse
|