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Cao L, Kong Y, Fan Y, Ni M, Tourancheau A, Ksiezarek M, Mead EA, Koo T, Gitman M, Zhang XS, Fang G. mEnrich-seq: methylation-guided enrichment sequencing of bacterial taxa of interest from microbiome. Nat Methods 2024; 21:236-246. [PMID: 38177508 DOI: 10.1038/s41592-023-02125-1] [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: 11/07/2022] [Accepted: 11/08/2023] [Indexed: 01/06/2024]
Abstract
Metagenomics has enabled the comprehensive study of microbiomes. However, many applications would benefit from a method that sequences specific bacterial taxa of interest, but not most background taxa. We developed mEnrich-seq (in which 'm' stands for methylation and seq for sequencing) for enriching taxa of interest from metagenomic DNA before sequencing. The core idea is to exploit the self versus nonself differentiation by natural bacterial DNA methylation and rationally choose methylation-sensitive restriction enzymes, individually or in combination, to deplete host and background taxa while enriching targeted taxa. This idea is integrated with library preparation procedures and applied in several applications to enrich (up to 117-fold) pathogenic or beneficial bacteria from human urine and fecal samples, including species that are hard to culture or of low abundance. We assessed 4,601 bacterial strains with mapped methylomes so far and showed broad applicability of mEnrich-seq. mEnrich-seq provides microbiome researchers with a versatile and cost-effective approach for selective sequencing of diverse taxa of interest.
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Affiliation(s)
- Lei Cao
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yimeng Kong
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Yu Fan
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mi Ni
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alan Tourancheau
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Magdalena Ksiezarek
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Edward A Mead
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tonny Koo
- Department of Pathology, Molecular and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Melissa Gitman
- Department of Pathology, Molecular and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Xue-Song Zhang
- Center for Advanced Biotechnology and Medicine, Rutgers University, New Brunswick, NJ, USA
| | - Gang Fang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Wang D, Liu Y, Su Y, Wei C. Bacterial Communities in Bacteriomes, Ovaries and Testes of three Geographical Populations of a Sap-Feeding Insect, Platypleura kaempferi (Hemiptera: Cicadidae). Curr Microbiol 2021; 78:1778-1791. [PMID: 33704532 DOI: 10.1007/s00284-021-02435-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 02/24/2021] [Indexed: 11/28/2022]
Abstract
Mutualistic associations between symbiotic bacteria and their insect hosts are widespread. The bacterial diversity and community composition within hosts may play an important role in shaping insect biology, ecology, and evolution. Here, we focused on the bacterial communities in bacteriomes, ovaries and testes of three representative populations of the cicada Platypleura kaempferi (Fabricius) using high-throughput 16S rRNA amplicon sequencing approach combined with light microscopy and confocal imaging approach. The obligate symbiont Sulcia was detected in all the examined samples, which showed a relatively high abundance in most bacteriomes and ovaries. The unclassified OTUs formerly identified as an unclassified Rhizobiales bacterium was demonstrated to be the co-obligate symbiont Hodgkinia, which showed 100% infection rate in all the examined samples and had an especially high abundance in most bacteriomes and ovaries. Hodgkinia and Sulcia occupy the central and peripheral bacteriocytes of each bacteriome unit, respectively. Cluster analysis revealed that the bacterial communities in bacteriomes, ovaries and testes of Zhouzhi and Ningshan populations separated strongly from each other. Significant difference was also detected between the Yangling and Ningshan populations, but no significant difference was detected between the Yangling and Zhouzhi populations. This may be related to the difference of host plants and genetic differentiation of these populations. Our findings show that the bacterial communities can be influenced by the population differentiation of the host cicadas and/or the host plants of cicadas, which improve our understanding of the associations between the bacterial community and population differentiation of sap-feeding insects.
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Affiliation(s)
- Dandan Wang
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Yunxiang Liu
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Yan Su
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Cong Wei
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China.
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Wang D, Wei C. Bacterial communities in digestive and excretory organs of cicadas. Arch Microbiol 2019; 202:539-553. [PMID: 31720723 DOI: 10.1007/s00203-019-01763-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Revised: 10/13/2019] [Accepted: 10/31/2019] [Indexed: 01/29/2023]
Abstract
Bacteriocyte-associated symbionts are essential for the health of many sap-sucking insects, such as cicadas, leafhoppers and treehoppers, etc., but little is known about the bacterial community in the gut and other related organs in these insects. We characterized the bacterial communities in the salivary glands, alimentary canal and the Malpighian tubules of two populations of the cicada Subpsaltria yangi occurring in different habitats and feeding on different hosts. A high degree of similarity of core microbiota was revealed between the two populations, both with the top three bacteria belonging to Meiothermus, Candidatus Sulcia and Halomonas. The bacterial communities in various organs clustered moderately by populations possibly reflect adaptive changes in the microbiota of related S. yangi populations, which provide a better understanding of the speciation and adaptive mechanism of this species to different diets and habitats. When compared with two phylogenetically distant cicada species, Hyalessa maculaticollis and Meimuna mongolica, the core microbiota in S. yangi was significantly different to that of these species. In addition, our results confirm that Ca. Sulcia distributes in the digestive and excretory organs besides the bacteriomes and gonads, which provide potential important information onto the trophic functions of this obligate endosymbiont to the host insects.
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Affiliation(s)
- Dandan Wang
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Cong Wei
- Key Laboratory of Plant Protection Resources and Pest Management, Ministry of Education, College of Plant Protection, Northwest A&F University, Yangling, 712100, Shaanxi, China.
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Kaur A, Capalash N, Sharma P. Communication mechanisms in extremophiles: Exploring their existence and industrial applications. Microbiol Res 2019; 221:15-27. [DOI: 10.1016/j.micres.2019.01.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 01/02/2019] [Accepted: 01/17/2019] [Indexed: 12/20/2022]
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Poddar A, Das SK. Microbiological studies of hot springs in India: a review. Arch Microbiol 2017; 200:1-18. [PMID: 28887679 DOI: 10.1007/s00203-017-1429-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 08/22/2017] [Accepted: 08/31/2017] [Indexed: 10/18/2022]
Abstract
The earliest microbiological studies on hot springs in India date from 2003, a much later date compared to global attention in this striking field of study. As of today, 28 out of 400 geothermal springs have been explored following both culturable and non-culturable approaches. The temperatures and pH of the springs are 37-99 °C and 6.8-10, respectively. Several studies have been performed on the description of novel genera and species, characterization of different bio-resources, metagenomics of hot spring microbiome and whole genome analysis of few isolates. 17 strains representing novel species and many thermostable enzymes, including lipase, protease, chitinase, amylase, etc. with potential biotechnological applications have been reported by several authors. Influence of physico-chemical conditions, especially that of temperature, on shaping the hot spring microbiome has been established by metagenomic investigations. Bacteria are the predominant life forms in all the springs with an abundance of phyla Firmicutes, Proteobacteria, Actinobacteria, Thermi, Bacteroidetes, Deinococcus-Thermus and Chloroflexi. In this review, we have discussed the findings on all microbiological studies that have been carried out to date, on the 28 hot springs. Further, the possibilities of extrapolating these studies for practical applications and environmental impact assessment towards protection of natural ecosystem of hot springs have also been discussed.
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Affiliation(s)
- Abhijit Poddar
- Biosafety Support Unit, Regional Centre for Biotechnology, NPC Building, 5-6 Institutional Area, Lodhi Road, New Delhi, 110003, India.
| | - Subrata K Das
- Department of Biotechnology, Institute of Life Sciences, Bhubaneswar, 751023, India.
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Bacterial diversity of bacteriomes and organs of reproductive, digestive and excretory systems in two cicada species (Hemiptera: Cicadidae). PLoS One 2017; 12:e0175903. [PMID: 28437427 PMCID: PMC5402938 DOI: 10.1371/journal.pone.0175903] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 04/02/2017] [Indexed: 02/01/2023] Open
Abstract
Cicadas form intimate symbioses with bacteria to obtain nutrients that are scarce in the xylem fluid they feed on. The obligate symbionts in cicadas are purportedly confined to specialized bacteriomes, but knowledge of bacterial communities associated with cicadas is limited. Bacterial communities in the bacteriomes and organs of reproductive, digestive and excretory systems of two cicada species (Platypleura kaempferi and Meimuna mongolica) were investigated using different methods, and the bacterial diversity and distribution patterns of dominant bacteria in different tissues were compared. Within each species, the bacterial communities of testes are significantly different from those of bacteriomes and ovaries. The dominant endosymbiont Candidatus Sulcia muelleri is found not only in the bacteriomes and reproductive organs, but also in the "filter chamber + conical segment" of both species. The transmission mode of this endosymbiont in the alimentary canal and its effect on physiological processes merits further study. A novel bacterium of Rhizobiales, showing ~80% similarity to Candidatus Hodgkinia cicadicola, is dominant in the bacteriomes and ovaries of P. kaempferi. Given that the genome of H. cicadicola exhibits rapid sequence evolution, it is possible that this novel bacterium is a related endosymbiont with beneficial trophic functions similar to that of H. cicadicola in some other cicadas. Failure to detect H. cicadicola in M. mongolica suggests that it has been subsequently replaced by another bacterium, a yeast or gut microbiota which compensates for the loss of H. cicadicola. The distribution of this novel Rhizobiales species in other cicadas and its identification require further investigation to help establish the definition of the bacterial genus Candidatus Hodgkinia and to provide more information on sequence divergence of related endosymbionts of cicadas. Our results highlight the complex bacterial communities of cicadas, and are informative for further studies of the interactions and co-evolution of insect-microbial symbioses in Cicadoidea.
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Zebrowska J, Zolnierkiewicz O, Skowron MA, Zylicz-Stachula A, Jezewska-Frackowiak J, Skowron PM. A putative Type IIS restriction endonuclease GeoICI from Geobacillus sp.--A robust, thermostable alternative to mezophilic prototype BbvI. J Biosci 2016; 41:27-38. [PMID: 26949085 DOI: 10.1007/s12038-016-9595-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Screening of extreme environments in search for novel microorganisms may lead to the discovery of robust enzymes with either new substrate specificities or thermostable equivalents of those already found in mesophiles, better suited for biotechnology applications. Isolates from Iceland geysers' biofilms, exposed to a broad range of temperatures, from ambient to close to water boiling point, were analysed for the presence of DNA-interacting proteins, including restriction endonucleases (REases). GeoICI, a member of atypical Type IIS REases, is the most thermostable isoschizomer of the prototype BbvI, recognizing/cleaving 5'-GCAGC(N8/12)-3'DNA sequences. As opposed to the unstable prototype, which cleaves DNA at 30°C, GeoICI is highly active at elevated temperatures, up to 73°C and over a very wide salt concentration range. Recognition/cleavage sites were determined by: (i) digestion of plasmid and bacteriophage lambda DNA (Λ); (ii) cleavage of custom PCR substrates, (iii) run-off sequencing of GeoICI cleavage products and (iv) shotgun cloning and sequencing of Λ DNA fragmented with GeoICI. Geobacillus sp. genomic DNA was PCR-screened for the presence of other specialized REases-MTases and as a result, another putative REase- MTase, GeoICII, related to the Thermus sp. family of bifunctional REases-methyltransferases (MTases) was detected.
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Affiliation(s)
- Joanna Zebrowska
- Department of Molecular Biotechnology, Institute for Environment and Human Health Protection, Faculty of Chemistry, University of Gdansk, Wita Stwosza 63, 80-308 Gdansk, Poland
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Guan D, Chen Z. Challenges and recent advances in affinity purification of tag-free proteins. Biotechnol Lett 2014; 36:1391-406. [DOI: 10.1007/s10529-014-1509-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Accepted: 03/03/2014] [Indexed: 12/19/2022]
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Gupta R, Capalash N, Sharma P. Restriction endonucleases: natural and directed evolution. Appl Microbiol Biotechnol 2012; 94:583-99. [PMID: 22398859 DOI: 10.1007/s00253-012-3961-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2011] [Revised: 02/08/2012] [Accepted: 02/09/2012] [Indexed: 10/28/2022]
Abstract
Type II restriction endonucleases (REs) are highly sequence-specific compared with other classes of nucleases. PD-(D/E)XK nucleases, initially represented by only type II REs, now comprise a large and extremely diverse superfamily of proteins and, although sharing a structurally conserved core, typically display little or no detectable sequence similarity except for the active site motifs. Sequence similarity can only be observed in methylases and few isoschizomers. As a consequence, REs are classified according to combinations of functional properties rather than on the basis of genetic relatedness. New alignment matrices and classification systems based on structural core connectivity and cleavage mechanisms have been developed to characterize new REs and related proteins. REs recognizing more than 300 distinct specificities have been identified in RE database (REBASE: http://rebase.neb.com/cgi-bin/statlist ) but still the need for newer specificities is increasing due to the advancement in molecular biology and applications. The enzymes have undergone constant evolution through structural changes in protein scaffolds which include random mutations, homologous recombinations, insertions, and deletions of coding DNA sequences but rational mutagenesis or directed evolution delivers protein variants with new functions in accordance with defined biochemical or environmental pressures. Redesigning through random mutation, addition or deletion of amino acids, methylation-based selection, synthetic molecules, combining recognition and cleavage domains from different enzymes, or combination with domains of additional functions change the cleavage specificity or substrate preference and stability. There is a growing number of patents awarded for the creation of engineered REs with new and enhanced properties.
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Affiliation(s)
- Richa Gupta
- Department of Biotechnology, Panjab University, Chandigarh, India 160014
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