Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment

LJ Marcos-Zambrano… - Frontiers in …, 2021 - frontiersin.org
The number of microbiome-related studies has notably increased the availability of data on
human microbiome composition and function. These studies provide the essential material …

Low-abundant microorganisms: the human microbiome's dark matter, a sco** review

JA Cena, J Zhang, D Deng… - Frontiers in cellular and …, 2021 - frontiersin.org
Research on the human microbiome has mainly been restricted to the identification of most
abundant microbiota associated with health or disease. Their abundance may reflect their …

Emu: species-level microbial community profiling of full-length 16S rRNA Oxford Nanopore sequencing data

KD Curry, Q Wang, MG Nute, A Tyshaieva, E Reeves… - Nature …, 2022 - nature.com
Abstract 16S ribosomal RNA-based analysis is the established standard for elucidating the
composition of microbial communities. While short-read 16S rRNA analyses are largely …

The newest Oxford Nanopore R10. 4.1 full-length 16S rRNA sequencing enables the accurate resolution of species-level microbial community profiling

T Zhang, H Li, S Ma, J Cao, H Liao… - Applied and …, 2023 - Am Soc Microbiol
The long-read amplicon provides a species-level solution for the community. With the
improvement of nanopore flowcells, the accuracy of Oxford Nanopore Technologies (ONT) …

Nanopore is preferable over Illumina for 16S amplicon sequencing of the gut microbiota when species-level taxonomic classification, accurate estimation of richness …

M Szoboszlay, L Schramm, D Pinzauti, J Scerri… - Microorganisms, 2023 - mdpi.com
Nanopore sequencing is a promising technology used for 16S rRNA gene amplicon
sequencing as it can provide full-length 16S reads and has a low up-front cost that allows …

Metagenomics: a tool for exploring key microbiome with the potentials for improving sustainable agriculture

BC Nwachukwu, OO Babalola - Frontiers in Sustainable Food …, 2022 - frontiersin.org
Microorganisms are immense in nature and exist in every imaginable ecological niche,
performing a wide range of metabolic processes. Unfortunately, using traditional …

Dysbiosis of oral microbiota during oral squamous cell carcinoma development

P Sarkar, S Malik, S Laha, S Das, S Bunk… - Frontiers in …, 2021 - frontiersin.org
Infection with specific pathogens and alterations in tissue commensal microbial composition
are intricately associated with the development of many human cancers. Likewise, dysbiosis …

DNA metabarcoding for the characterization of terrestrial microbiota—pitfalls and solutions

D Francioli, G Lentendu, S Lewin, S Kolb - Microorganisms, 2021 - mdpi.com
Soil-borne microbes are major ecological players in terrestrial environments since they cycle
organic matter, channel nutrients across trophic levels and influence plant growth and …

Molecular methods for pathogenic bacteria detection and recent advances in wastewater analysis

S Zhang, X Li, J Wu, L Coin, J O'brien, F Hai, G Jiang - Water, 2021 - mdpi.com
With increasing concerns about public health and the development of molecular techniques,
new detection tools and the combination of existing approaches have increased the abilities …

Metagenomics in bioflocs and their effects on gut microbiome and immune responses in Pacific white shrimp

S Tepaamorndech, I Nookaew, SM Higdon… - Fish & shellfish …, 2020 - Elsevier
Biofloc systems generate and accumulate microbial aggregates known as bioflocs. The
presence of bioflocs has been shown to change gut bacterial diversity and stimulate innate …