Decipher: A computational pipeline to extract context-specific mechanistic insights from single-cell profiles

EA Basto Piamonte, B Wajid, J Read, J Armitage… - bioRxiv, 2024 - biorxiv.org
The advent of single-cell profiling technologies has revolutionized our understanding of the
cellular and molecular states that underpin disease states and response to therapies …

Decipher: A computational pipeline to extract context-specific mechanistic insights from single-cell profiles

E Basto, B Wajid, J Read, J Armitage, J Waithman… - 2024 - europepmc.org
The advent of single-cell profiling technologies has revolutionized our understanding of the
cellular and molecular states that underpin disease states and response to therapies …

Multi-resolution single-cell state characterization via joint archetypal/network analysis

S Mohammadi, J Davila-Velderrain, M Kellis - BioRxiv, 2019 - biorxiv.org
Dissecting the cellular heterogeneity embedded in single-cell transcriptomic data is
challenging. Although a large number of methods and approaches exist, robustly identifying …

[HTML][HTML] Implicating gene and cell networks responsible for differential COVID-19 host responses via an interactive single cell web portal

K Jin, EE Bardes, A Mitelpunkt, JY Wang, S Bhatnagar… - bioRxiv, 2021 - ncbi.nlm.nih.gov
Numerous studies have provided single-cell transcriptome profiles of host responses to
SARS-CoV-2 infection. Critically lacking however is a datamine that allows users to compare …

Identification of COVID-19-relevant transcriptional regulatory networks and associated kinases as potential therapeutic targets

C Su, S Rousseau, A Emad - bioRxiv, 2020 - biorxiv.org
Identification of transcriptional regulatory mechanisms and signaling networks involved in
the response of host to infection by SARS-CoV-2 is a powerful approach that provides a …

[HTML][HTML] Profiling transcription initiation in peripheral leukocytes reveals severity-associated cis-regulatory elements in critical COVID-19

MTY Lam, SH Duttke, MF Odish, HD Le, EA Hansen… - BioRxiv, 2021 - ncbi.nlm.nih.gov
The contribution of transcription factors (TFs) and gene regulatory programs in the immune
response to COVID-19 and their relationship to disease outcome is not fully understood …

Meta-analysis of virus-induced host gene expression reveals unique signatures of immune dysregulation induced by SARS-CoV-2

S Kuchi, Q Gu, M Palmarini, SJ Wilson, DL Robertson - bioRxiv, 2020 - biorxiv.org
The clinical outcome of COVID-19 has an extreme age, genetic and comorbidity bias that is
thought to be driven by an impaired immune response to SARS-CoV-2, the causative agent …

Systematic reconstruction of molecular pathway signatures using scalable single-cell perturbation screens

L Jiang, C Dalgarno, E Papalexi, I Mascio, HH Wessels… - bioRxiv, 2024 - biorxiv.org
Recent advancements in functional genomics have provided an unprecedented ability to
measure diverse molecular modalities, but learning causal regulatory relationships from …

[图书][B] The Host Response to SARS-CoV-2 and Testing of Therapeutics against COVID-19

R Møller - 2021 - search.proquest.com
The emergence of SARS-CoV-2 and the pandemic of COVID-19 that followed have caused
societal disruption and a significant loss of human lives. The pathology of COVID-19 is …

A multiresolution framework to characterize single-cell state landscapes

S Mohammadi, J Davila-Velderrain, M Kellis - 2019 - europepmc.org
Dissecting the cellular heterogeneity embedded in single-cell transcriptomic data is
challenging. Although a large number of methods and approaches exist, robustly identifying …