Connecting omics signatures and revealing biological mechanisms with iLINCS

M Pilarczyk, M Fazel-Najafabadi, M Kouril… - Nature …, 2022 - nature.com
There are only a few platforms that integrate multiple omics data types, bioinformatics tools,
and interfaces for integrative analyses and visualization that do not require programming …

The sponge microbiome project

L Moitinho-Silva, S Nielsen, A Amir, A Gonzalez… - …, 2017 - academic.oup.com
Rhododendron delavayi Franch. is globally famous as an ornamental plant. Its distribution in
southwest China covers several different habitats and environments. However, not much …

Current advances in comprehensive omics data mining for oncology and cancer research

E Jeong, S Yoon - Biochimica et Biophysica Acta (BBA)-Reviews on …, 2023 - Elsevier
The availability of a large amount of multiomics data enables data-driven discovery studies
on cancers. High-throughput data on mutations, gene/protein expression, immune scores …

Derivation and application of molecular signatures to prostate cancer: opportunities and challenges

D Doultsinos, IG Mills - Cancers, 2021 - mdpi.com
Simple Summary Prostate cancer continues to exert a significant public health burden
across the globe with hundreds of thousands of new diagnoses per year. There have been …

Large-scale integration of small molecule-induced genome-wide transcriptional responses, Kinome-wide binding affinities and cell-growth inhibition profiles reveal …

D Vidović, A Koleti, SC Schürer - Frontiers in genetics, 2014 - frontiersin.org
The Library of Integrated Network-based Cellular Signatures (LINCS) project is a large-scale
coordinated effort to build a comprehensive systems biology reference resource. The goals …

Interferon-complement loop in transplant-associated thrombotic microangiopathy

S Jodele, M Medvedovic, N Luebbering… - Blood …, 2020 - ashpublications.org
Transplant-associated thrombotic microangiopathy (TA-TMA) is an important cause of
morbidity and mortality after hematopoietic stem cell transplantation (HSCT). The …

Connecting omics signatures of diseases, drugs, and mechanisms of actions with iLINCS

M Pilarczyk, M Kouril, B Shamsaei, J Vasiliauskas… - BioRxiv, 2019 - biorxiv.org
There are only a few platforms that integrate multiple omics data types, bioinformatics tools,
and interfaces for integrative analyses and visualization that do not require programming …

Inferring TF activities and activity regulators from gene expression data with constraints from TF perturbation data

CZ Ma, MR Brent - Bioinformatics, 2021 - academic.oup.com
Motivation The activity of a transcription factor (TF) in a sample of cells is the extent to which
it is exerting its regulatory potential. Many methods of inferring TF activity from gene …

An integrated multi-omics approach to identify regulatory mechanisms in cancer metastatic processes

S Ghaffari, C Hanson, RE Schmidt, KJ Bouchonville… - Genome biology, 2021 - Springer
Background Metastatic progress is the primary cause of death in most cancers, yet the
regulatory dynamics driving the cellular changes necessary for metastasis remain poorly …

Integrating motif, DNA accessibility and gene expression data to build regulatory maps in an organism

C Blatti, M Kazemian, S Wolfe, M Brodsky… - Nucleic acids …, 2015 - academic.oup.com
Abstract Characterization of cell type specific regulatory networks and elements is a major
challenge in genomics, and emerging strategies frequently employ high-throughput genome …