[HTML][HTML] Microbiota supplementation with Bifidobacterium and Lactobacillus modifies the preterm infant gut microbiota and metabolome: an observational study

C Alcon-Giner, MJ Dalby, S Caim, J Ketskemety… - Cell Reports …, 2020 - cell.com
Supplementation with members of the early-life microbiota as" probiotics" is increasingly
used in attempts to beneficially manipulate the preterm infant gut microbiota. We performed …

[HTML][HTML] Large-scale sequence comparisons with sourmash

NT Pierce, L Irber, T Reiter, P Brooks, CT Brown - F1000Research, 2019 - ncbi.nlm.nih.gov
The sourmash software package uses MinHash-based sketching to create “signatures”,
compressed representations of DNA, RNA, and protein sequences, that can be stored …

To petabytes and beyond: recent advances in probabilistic and signal processing algorithms and their application to metagenomics

RAL Elworth, Q Wang, PK Kota… - Nucleic acids …, 2020 - academic.oup.com
As computational biologists continue to be inundated by ever increasing amounts of
metagenomic data, the need for data analysis approaches that keep up with the pace of …

When the levee breaks: a practical guide to sketching algorithms for processing the flood of genomic data

WPM Rowe - Genome biology, 2019 - Springer
Considerable advances in genomics over the past decade have resulted in vast amounts of
data being generated and deposited in global archives. The growth of these archives …

Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences

AP Carrieri, N Haiminen, S Maudsley-Barton… - Scientific reports, 2021 - nature.com
Alterations in the human microbiome have been observed in a variety of conditions such as
asthma, gingivitis, dermatitis and cancer, and much remains to be learned about the links …

GSearch: ultra-fast and scalable genome search by combining K-mer hashing with hierarchical navigable small world graphs

J Zhao, JP Both, LM Rodriguez-R… - Nucleic Acids …, 2024 - academic.oup.com
Genome search and/or classification typically involves finding the best-match database
(reference) genomes and has become increasingly challenging due to the growing number …

Streamlining data-intensive biology with workflow systems

T Reiter, PT Brooks, L Irber, SEK Joslin, CM Reid… - …, 2021 - academic.oup.com
As the scale of biological data generation has increased, the bottleneck of research has
shifted from data generation to analysis. Researchers commonly need to build …

Struo2: efficient metagenome profiling database construction for ever-expanding microbial genome datasets

ND Youngblut, RE Ley - PeerJ, 2021 - peerj.com
Mapping metagenome reads to reference databases is the standard approach for assessing
microbial taxonomic and functional diversity from metagenomic data. However, public …

[HTML][HTML] Deciphering the gut microbiome: The revolution of artificial intelligence in microbiota analysis and intervention

M Abavisani, SK Foroushan, N Ebadpour… - Current Research in …, 2024 - Elsevier
The human gut microbiome is an intricate ecosystem with profound implications for host
metabolism, immune function, and neuroendocrine activity. Over the years, studies have …

Probminhash–a class of locality-sensitive hash algorithms for the (probability) jaccard similarity

O Ertl - IEEE Transactions on Knowledge and Data …, 2020 - ieeexplore.ieee.org
The probability Jaccard similarity was recently proposed as a natural generalization of the
Jaccard similarity to measure the proximity of sets whose elements are associated with …