Best practices for analysing microbiomes

R Knight, A Vrbanac, BC Taylor, A Aksenov… - Nature Reviews …, 2018 - nature.com
Complex microbial communities shape the dynamics of various environments, ranging from
the mammalian gastrointestinal tract to the soil. Advances in DNA sequencing technologies …

Visualizing structure and transitions in high-dimensional biological data

KR Moon, D Van Dijk, Z Wang, S Gigante… - Nature …, 2019 - nature.com
The high-dimensional data created by high-throughput technologies require visualization
tools that reveal data structure and patterns in an intuitive form. We present PHATE, a …

[HTML][HTML] Ketogenic diets alter the gut microbiome resulting in decreased intestinal Th17 cells

QY Ang, M Alexander, JC Newman, Y Tian, J Cai… - Cell, 2020 - cell.com
Very low-carbohydrate, high-fat ketogenic diets (KDs) induce a pronounced shift in
metabolic fuel utilization that elevates circulating ketone bodies; however, the …

[HTML][HTML] Daily sampling reveals personalized diet-microbiome associations in humans

AJ Johnson, P Vangay, GA Al-Ghalith, BM Hillmann… - Cell host & …, 2019 - cell.com
Diet is a key determinant of human gut microbiome variation. However, the fine-scale
relationships between daily food choices and human gut microbiome composition remain …

Establishing microbial composition measurement standards with reference frames

JT Morton, C Marotz, A Washburne, J Silverman… - Nature …, 2019 - nature.com
Differential abundance analysis is controversial throughout microbiome research. Gold
standard approaches require laborious measurements of total microbial load, or absolute …

Gut microbiome heritability is nearly universal but environmentally contingent

L Grieneisen, M Dasari, TJ Gould, JR Björk, JC Grenier… - Science, 2021 - science.org
Relatives have more similar gut microbiomes than nonrelatives, but the degree to which this
similarity results from shared genotypes versus shared environments has been …

Microbiome datasets are compositional: and this is not optional

GB Gloor, JM Macklaim, V Pawlowsky-Glahn… - Frontiers in …, 2017 - frontiersin.org
Datasets collected by high-throughput sequencing (HTS) of 16S rRNA gene amplimers,
metagenomes or metatranscriptomes are commonplace and being used to study human …

Consistent and correctable bias in metagenomic sequencing experiments

MR McLaren, AD Willis, BJ Callahan - elife, 2019 - elifesciences.org
Marker-gene and metagenomic sequencing have profoundly expanded our ability to
measure biological communities. But the measurements they provide differ from the truth …

Analysis of microbial compositions: a review of normalization and differential abundance analysis

H Lin, SD Peddada - NPJ biofilms and microbiomes, 2020 - nature.com
Increasingly, researchers are discovering associations between microbiome and a wide
range of human diseases such as obesity, inflammatory bowel diseases, HIV, and so on …