Machine learning for microbiologists

F Asnicar, AM Thomas, A Passerini… - Nature Reviews …, 2024 - nature.com
Abstract Machine learning is increasingly important in microbiology where it is used for tasks
such as predicting antibiotic resistance and associating human microbiome features with …

Microbial diversity in extreme environments

WS Shu, LN Huang - Nature Reviews Microbiology, 2022 - nature.com
A wide array of microorganisms, including many novel, phylogenetically deeply rooted taxa,
survive and thrive in extreme environments. These unique and reduced-complexity …

A standardized archaeal taxonomy for the Genome Taxonomy Database

C Rinke, M Chuvochina, AJ Mussig, PA Chaumeil… - Nature …, 2021 - nature.com
The accrual of genomic data from both cultured and uncultured microorganisms provides
new opportunities to develop systematic taxonomies based on evolutionary relationships …

Innovations to culturing the uncultured microbial majority

WH Lewis, G Tahon, P Geesink, DZ Sousa… - Nature Reviews …, 2021 - nature.com
Despite the surge of microbial genome data, experimental testing is important to confirm
inferences about the cell biology, ecological roles and evolution of microorganisms. As the …

Diversity, ecology and evolution of Archaea

BJ Baker, V De Anda, KW Seitz, N Dombrowski… - Nature …, 2020 - nature.com
Compared to bacteria, our knowledge of archaeal biology is limited. Historically,
microbiologists have mostly relied on culturing and single-gene diversity surveys to …

Programmed DNA destruction by miniature CRISPR-Cas14 enzymes

LB Harrington, D Burstein, JS Chen, D Paez-Espino… - Science, 2018 - science.org
CRISPR-Cas systems provide microbes with adaptive immunity to infectious nucleic acids
and are widely employed as genome editing tools. These tools use RNA-guided Cas …

Recovery of nearly 8,000 metagenome-assembled genomes substantially expands the tree of life

DH Parks, C Rinke, M Chuvochina, PA Chaumeil… - Nature …, 2017 - nature.com
Challenges in cultivating microorganisms have limited the phylogenetic diversity of currently
available microbial genomes. This is being addressed by advances in sequencing …

Soil microbiomes with distinct assemblies through vertical soil profiles drive the cycling of multiple nutrients in reforested ecosystems

S Jiao, W Chen, J Wang, N Du, Q Li, G Wei - Microbiome, 2018 - Springer
Background Soil microbiomes play an important role in the services and functioning of
terrestrial ecosystems. However, little is known of their vertical responses to restoration …

[HTML][HTML] Major new microbial groups expand diversity and alter our understanding of the tree of life

CJ Castelle, JF Banfield - Cell, 2018 - cell.com
The recent recovery of genomes for organisms from phyla with no isolated representative
(candidate phyla) via cultivation-independent genomics enabled delineation of major new …

Asgard archaea illuminate the origin of eukaryotic cellular complexity

K Zaremba-Niedzwiedzka, EF Caceres, JH Saw… - Nature, 2017 - nature.com
The origin and cellular complexity of eukaryotes represent a major enigma in biology.
Current data support scenarios in which an archaeal host cell and an alphaproteobacterial …