Challenges and best practices in omics benchmarking

TG Brooks, NF Lahens, A Mrčela, GR Grant - Nature Reviews Genetics, 2024 - nature.com
Technological advances enabling massively parallel measurement of biological features—
such as microarrays, high-throughput sequencing and mass spectrometry—have ushered in …

Integrative omics approaches for biosynthetic pathway discovery in plants

KS Singh, JJJ van der Hooft, SCM van Wees… - Natural Product …, 2022 - pubs.rsc.org
Covering: up to 2022 With the emergence of large amounts of omics data, computational
approaches for the identification of plant natural product biosynthetic pathways and their …

Sex-biased gene expression across mammalian organ development and evolution

L Rodríguez-Montes, S Ovchinnikova, X Yuan, T Studer… - Science, 2023 - science.org
Sexually dimorphic traits are common among mammals and are specified during
development through the deployment of sex-specific genetic programs. Because little is …

Demystifying emerging bulk RNA-Seq applications: the application and utility of bioinformatic methodology

AS Thind, I Monga, PK Thakur, P Kumari… - Briefings in …, 2021 - academic.oup.com
Significant innovations in next-generation sequencing techniques and bioinformatics tools
have impacted our appreciation and understanding of RNA. Practical RNA sequencing …

Impulse model-based differential expression analysis of time course sequencing data

DS Fischer, FJ Theis, N Yosef - Nucleic acids research, 2018 - academic.oup.com
Temporal changes to the concentration of molecular species such as mRNA, which take
place in response to various environmental cues, can often be modeled as simple …

Connecting tree‐ring phenotypes, genetic associations and transcriptomics to decipher the genomic architecture of drought adaptation in a widespread conifer

C Depardieu, S Gérardi, S Nadeau… - Molecular …, 2021 - Wiley Online Library
As boreal forests face significant threats from climate change, understanding evolutionary
trajectories of coniferous species has become fundamental to adapting management and …

Parallelized multidimensional analytic framework applied to mammary epithelial cells uncovers regulatory principles in EMT

I Paul, D Bolzan, A Youssef, KA Gagnon… - Nature …, 2023 - nature.com
A proper understanding of disease etiology will require longitudinal systems-scale
reconstruction of the multitiered architecture of eukaryotic signaling. Here we combine state …

PseudotimeDE: inference of differential gene expression along cell pseudotime with well-calibrated p-values from single-cell RNA sequencing data

D Song, JJ Li - Genome biology, 2021 - Springer
To investigate molecular mechanisms underlying cell state changes, a crucial analysis is to
identify differentially expressed (DE) genes along the pseudotime inferred from single-cell …

Fluctuating environments maintain genetic diversity through neutral fitness effects and balancing selection

F Abdul-Rahman, D Tranchina… - Molecular Biology and …, 2021 - academic.oup.com
Genetic variation is the raw material upon which selection acts. The majority of
environmental conditions change over time and therefore may result in variable selective …

Choice of library size normalization and statistical methods for differential gene expression analysis in balanced two-group comparisons for RNA-seq studies

X Li, NGF Cooper, TE O'Toole, EC Rouchka - BMC genomics, 2020 - Springer
Background High-throughput RNA sequencing (RNA-seq) has evolved as an important
analytical tool in molecular biology. Although the utility and importance of this technique …