Literature DB >> 34980911

Generating lineage-resolved, complete metagenome-assembled genomes from complex microbial communities.

Derek M Bickhart1, Mikhail Kolmogorov2, Elizabeth Tseng3, Daniel M Portik3, Anton Korobeynikov4, Ivan Tolstoganov4, Gherman Uritskiy5, Ivan Liachko6, Shawn T Sullivan6, Sung Bong Shin7, Alvah Zorea8, Victòria Pascal Andreu9, Kevin Panke-Buisse1, Marnix H Medema9, Itzhak Mizrahi8, Pavel A Pevzner10, Timothy P L Smith11.   

Abstract

Microbial communities might include distinct lineages of closely related organisms that complicate metagenomic assembly and prevent the generation of complete metagenome-assembled genomes (MAGs). Here we show that deep sequencing using long (HiFi) reads combined with Hi-C binning can address this challenge even for complex microbial communities. Using existing methods, we sequenced the sheep fecal metagenome and identified 428 MAGs with more than 90% completeness, including 44 MAGs in single circular contigs. To resolve closely related strains (lineages), we developed MAGPhase, which separates lineages of related organisms by discriminating variant haplotypes across hundreds of kilobases of genomic sequence. MAGPhase identified 220 lineage-resolved MAGs in our dataset. The ability to resolve closely related microbes in complex microbial communities improves the identification of biosynthetic gene clusters and the precision of assigning mobile genetic elements to host genomes. We identified 1,400 complete and 350 partial biosynthetic gene clusters, most of which are novel, as well as 424 (298) potential host-viral (host-plasmid) associations using Hi-C data.
© 2022. This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply.

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Year:  2022        PMID: 34980911     DOI: 10.1038/s41587-021-01130-z

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   68.164


  43 in total

1.  metaFlye: scalable long-read metagenome assembly using repeat graphs.

Authors:  Mikhail Kolmogorov; Derek M Bickhart; Bahar Behsaz; Alexey Gurevich; Mikhail Rayko; Sung Bong Shin; Kristen Kuhn; Jeffrey Yuan; Evgeny Polevikov; Timothy P L Smith; Pavel A Pevzner
Journal:  Nat Methods       Date:  2020-10-05       Impact factor: 28.547

2.  Long-read sequence and assembly of segmental duplications.

Authors:  Mitchell R Vollger; Philip C Dishuck; Melanie Sorensen; AnneMarie E Welch; Vy Dang; Max L Dougherty; Tina A Graves-Lindsay; Richard K Wilson; Mark J P Chaisson; Evan E Eichler
Journal:  Nat Methods       Date:  2018-12-17       Impact factor: 28.547

3.  metaSPAdes: a new versatile metagenomic assembler.

Authors:  Sergey Nurk; Dmitry Meleshko; Anton Korobeynikov; Pavel A Pevzner
Journal:  Genome Res       Date:  2017-03-15       Impact factor: 9.043

4.  Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea.

Authors:  Robert M Bowers; Nikos C Kyrpides; Ramunas Stepanauskas; Miranda Harmon-Smith; Devin Doud; T B K Reddy; Frederik Schulz; Jessica Jarett; Adam R Rivers; Emiley A Eloe-Fadrosh; Susannah G Tringe; Natalia N Ivanova; Alex Copeland; Alicia Clum; Eric D Becraft; Rex R Malmstrom; Bruce Birren; Mircea Podar; Peer Bork; George M Weinstock; George M Garrity; Jeremy A Dodsworth; Shibu Yooseph; Granger Sutton; Frank O Glöckner; Jack A Gilbert; William C Nelson; Steven J Hallam; Sean P Jungbluth; Thijs J G Ettema; Scott Tighe; Konstantinos T Konstantinidis; Wen-Tso Liu; Brett J Baker; Thomas Rattei; Jonathan A Eisen; Brian Hedlund; Katherine D McMahon; Noah Fierer; Rob Knight; Rob Finn; Guy Cochrane; Ilene Karsch-Mizrachi; Gene W Tyson; Christian Rinke; Alla Lapidus; Folker Meyer; Pelin Yilmaz; Donovan H Parks; A M Eren; Lynn Schriml; Jillian F Banfield; Philip Hugenholtz; Tanja Woyke
Journal:  Nat Biotechnol       Date:  2017-08-08       Impact factor: 54.908

Review 5.  Accurate and complete genomes from metagenomes.

Authors:  Lin-Xing Chen; Karthik Anantharaman; Alon Shaiber; A Murat Eren; Jillian F Banfield
Journal:  Genome Res       Date:  2020-03-18       Impact factor: 9.043

6.  Connecting structure to function with the recovery of over 1000 high-quality metagenome-assembled genomes from activated sludge using long-read sequencing.

Authors:  Caitlin M Singleton; Francesca Petriglieri; Jannie M Kristensen; Rasmus H Kirkegaard; Thomas Y Michaelsen; Martin H Andersen; Zivile Kondrotaite; Søren M Karst; Morten S Dueholm; Per H Nielsen; Mads Albertsen
Journal:  Nat Commun       Date:  2021-03-31       Impact factor: 14.919

7.  Extensive Unexplored Human Microbiome Diversity Revealed by Over 150,000 Genomes from Metagenomes Spanning Age, Geography, and Lifestyle.

Authors:  Edoardo Pasolli; Francesco Asnicar; Serena Manara; Moreno Zolfo; Nicolai Karcher; Federica Armanini; Francesco Beghini; Paolo Manghi; Adrian Tett; Paolo Ghensi; Maria Carmen Collado; Benjamin L Rice; Casey DuLong; Xochitl C Morgan; Christopher D Golden; Christopher Quince; Curtis Huttenhower; Nicola Segata
Journal:  Cell       Date:  2019-01-17       Impact factor: 41.582

8.  Assignment of virus and antimicrobial resistance genes to microbial hosts in a complex microbial community by combined long-read assembly and proximity ligation.

Authors:  Derek M Bickhart; Mick Watson; Sergey Koren; Kevin Panke-Buisse; Laura M Cersosimo; Maximilian O Press; Curtis P Van Tassell; Jo Ann S Van Kessel; Bradd J Haley; Seon Woo Kim; Cheryl Heiner; Garret Suen; Kiranmayee Bakshy; Ivan Liachko; Shawn T Sullivan; Phillip R Myer; Jay Ghurye; Mihai Pop; Paul J Weimer; Adam M Phillippy; Timothy P L Smith
Journal:  Genome Biol       Date:  2019-08-02       Impact factor: 13.583

9.  Complete, closed bacterial genomes from microbiomes using nanopore sequencing.

Authors:  Eli L Moss; Dylan G Maghini; Ami S Bhatt
Journal:  Nat Biotechnol       Date:  2020-02-10       Impact factor: 54.908

10.  A comprehensive investigation of metagenome assembly by linked-read sequencing.

Authors:  Lu Zhang; Xiaodong Fang; Herui Liao; Zhenmiao Zhang; Xin Zhou; Lijuan Han; Yang Chen; Qinwei Qiu; Shuai Cheng Li
Journal:  Microbiome       Date:  2020-11-11       Impact factor: 14.650

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  12 in total

1.  Metagenome assembly of high-fidelity long reads with hifiasm-meta.

Authors:  Xiaowen Feng; Haoyu Cheng; Daniel Portik; Heng Li
Journal:  Nat Methods       Date:  2022-05-09       Impact factor: 47.990

2.  Arabinoxylan and Pectin Metabolism in Crohn's Disease Microbiota: An In Silico Study.

Authors:  Carlos Sabater; Inés Calvete-Torre; Lorena Ruiz; Abelardo Margolles
Journal:  Int J Mol Sci       Date:  2022-06-25       Impact factor: 6.208

3.  Recovery of High Quality Metagenome-Assembled Genomes From Full-Scale Activated Sludge Microbial Communities in a Tropical Climate Using Longitudinal Metagenome Sampling.

Authors:  Mindia A S Haryono; Ying Yu Law; Krithika Arumugam; Larry C-W Liew; Thi Quynh Ngoc Nguyen; Daniela I Drautz-Moses; Stephan C Schuster; Stefan Wuertz; Rohan B H Williams
Journal:  Front Microbiol       Date:  2022-06-13       Impact factor: 6.064

4.  Recovery of Metagenome-Assembled Genomes from a Human Fecal Sample with Pacific Biosciences High-Fidelity Sequencing.

Authors:  Florian Plaza Oñate; Hugo Roume; Mathieu Almeida
Journal:  Microbiol Resour Announc       Date:  2022-05-09

Review 5.  Introduction to the principles and methods underlying the recovery of metagenome-assembled genomes from metagenomic data.

Authors:  Gleb Goussarov; Mohamed Mysara; Peter Vandamme; Rob Van Houdt
Journal:  Microbiologyopen       Date:  2022-06       Impact factor: 3.904

6.  viralFlye: assembling viruses and identifying their hosts from long-read metagenomics data.

Authors:  Dmitry Antipov; Mikhail Rayko; Mikhail Kolmogorov; Pavel A Pevzner
Journal:  Genome Biol       Date:  2022-02-21       Impact factor: 13.583

7.  Hi-C Metagenomics in the ICU: Exploring Clinically Relevant Features of Gut Microbiome in Chronically Critically Ill Patients.

Authors:  Valeriia Ivanova; Ekaterina Chernevskaya; Petr Vasiluev; Artem Ivanov; Ivan Tolstoganov; Daria Shafranskaya; Vladimir Ulyantsev; Anton Korobeynikov; Sergey V Razin; Natalia Beloborodova; Sergey V Ulianov; Alexander Tyakht
Journal:  Front Microbiol       Date:  2022-02-03       Impact factor: 5.640

Review 8.  Considerations for constructing a protein sequence database for metaproteomics.

Authors:  J Alfredo Blakeley-Ruiz; Manuel Kleiner
Journal:  Comput Struct Biotechnol J       Date:  2022-01-21       Impact factor: 7.271

9.  Novel canine high-quality metagenome-assembled genomes, prophages and host-associated plasmids provided by long-read metagenomics together with Hi-C proximity ligation.

Authors:  Anna Cuscó; Daniel Pérez; Joaquim Viñes; Norma Fàbregas; Olga Francino
Journal:  Microb Genom       Date:  2022-03

10.  Oxford Nanopore R10.4 long-read sequencing enables the generation of near-finished bacterial genomes from pure cultures and metagenomes without short-read or reference polishing.

Authors:  Mantas Sereika; Rasmus Hansen Kirkegaard; Søren Michael Karst; Thomas Yssing Michaelsen; Emil Aarre Sørensen; Rasmus Dam Wollenberg; Mads Albertsen
Journal:  Nat Methods       Date:  2022-07-04       Impact factor: 47.990

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