The how and why of lncRNA function: an innate immune perspective

EK Robinson, S Covarrubias, S Carpenter - Biochimica et Biophysica Acta …, 2020 - Elsevier
Next-generation sequencing has provided a more complete picture of the composition of the
human transcriptome indicating that much of the “blueprint” is a vastness of poorly …

Quantifying tumor-infiltrating immune cells from transcriptomics data

F Finotello, Z Trajanoski - Cancer Immunology, Immunotherapy, 2018 - Springer
By exerting pro-and anti-tumorigenic actions, tumor-infiltrating immune cells can profoundly
influence tumor progression, as well as the success of anti-cancer therapies. Therefore, the …

Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage

D Aran, AP Looney, L Liu, E Wu, V Fong, A Hsu… - Nature …, 2019 - nature.com
Tissue fibrosis is a major cause of mortality that results from the deposition of matrix proteins
by an activated mesenchyme. Macrophages accumulate in fibrosis, but the role of specific …

Benchmarking of cell type deconvolution pipelines for transcriptomics data

F Avila Cobos, J Alquicira-Hernandez… - Nature …, 2020 - nature.com
Many computational methods have been developed to infer cell type proportions from bulk
transcriptomics data. However, an evaluation of the impact of data transformation, pre …

A multifunctional AAV–CRISPR–Cas9 and its host response

WL Chew, M Tabebordbar, JKW Cheng, P Mali… - Nature …, 2016 - nature.com
CRISPR–Cas9 delivery by adeno-associated virus (AAV) holds promise for gene therapy
but faces critical barriers on account of its potential immunogenicity and limited payload …

Computational deconvolution of transcriptomics data from mixed cell populations

F Avila Cobos, J Vandesompele, P Mestdagh… - …, 2018 - academic.oup.com
Gene expression analyses of bulk tissues often ignore cell type composition as an important
confounding factor, resulting in a loss of signal from lowly abundant cell types. In this review …

Dissection of influenza infection in vivo by single-cell RNA sequencing

Y Steuerman, M Cohen, N Peshes-Yaloz, L Valadarsky… - Cell systems, 2018 - cell.com
The influenza virus is a major cause of morbidity and mortality worldwide. Yet, both the
impact of intracellular viral replication and the variation in host response across different cell …

Understanding virus–host interactions in tissues

E Speranza - Nature Microbiology, 2023 - nature.com
Although virus–host interactions are usually studied in a single cell type using in vitro assays
in immortalized cell lines or isolated cell populations, it is important to remember that what is …

Challenges and opportunities to computationally deconvolve heterogeneous tissue with varying cell sizes using single-cell RNA-sequencing datasets

SK Maden, SH Kwon, LA Huuki-Myers… - Genome biology, 2023 - Springer
Deconvolution of cell mixtures in “bulk” transcriptomic samples from homogenate human
tissue is important for understanding disease pathologies. However, several experimental …

Multicellular communities are perturbed in the aging human brain and Alzheimer's disease

A Cain, M Taga, C McCabe, GS Green… - Nature …, 2023 - nature.com
The role of different cell types and their interactions in Alzheimer's disease (AD) is a complex
and open question. Here, we pursued this question by assembling a high-resolution cellular …