Compression of quantification uncertainty for scRNA-seq counts

S Van Buren, H Sarkar, A Srivastava, NU Rashid… - …, 2021 - academic.oup.com
Motivation Quantification estimates of gene expression from single-cell RNA-seq (scRNA-
seq) data have inherent uncertainty due to reads that map to multiple genes. Many existing …

scRegulocity: Detection of local RNA velocity patterns in embeddings of single cell RNA-Seq data

AS Harmanci, AO Harmanci, X Zhou, B Deneen, G Rao… - bioRxiv, 2021 - biorxiv.org
Single cell RNA-sequencing has revolutionized transcriptome analysis. ScRNA-seq
provides a massive resource for studying biological phenomena at single cell level. One of …

Cardiac progenitors auto-regulate second heart field cell fate via Wnt secretion

M Miyamoto, S Kannan, H Uosaki, T Kakani, S Murphy… - Biorxiv, 2021 - biorxiv.org
Proper heart formation requires coordinated development of two anatomically distinct
groups of cells-the first and second heart fields (FHF and SHF). Given that congenital heart …

[HTML][HTML] PLAE web app enables powerful searching and multiple visualizations across one million unified single-cell ocular transcriptomes

VS Swamy, ZA Batz… - … Vision Science & …, 2023 - iovs.arvojournals.org
Purpose: To create a high-performance reactive web application to query single-cell gene
expression data across cell type, species, study, and other factors. Methods: We updated the …

[HTML][HTML] Recovery of a learned behavior despite partial restoration of neuronal dynamics after chronic inactivation of inhibitory neurons

Z Torok, L Luebbert, J Feldman, A Duffy, AA Nevue… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Maintaining motor skills is crucial for an animal's survival, enabling it to endure diverse
perturbations throughout its lifespan, such as trauma, disease, and aging. What mechanisms …

Flexible mean field variational inference using mixtures of non-overlapping exponential families

J Spence - Advances in Neural Information Processing …, 2020 - proceedings.neurips.cc
Sparse models are desirable for many applications across diverse domains as they can
perform automatic variable selection, aid interpretability, and provide regularization. When …

A like-for-like comparison of lightweight-mapping pipelines for single-cell RNA-seq data pre-processing

M Zakeri, A Srivastava, H Sarkar, R Patro - bioRxiv, 2021 - biorxiv.org
Abstract Recently, Booeshaghi and Pachter published a benchmark comparing the kallisto-
bustools pipeline for single-cell data pre-processing to the alevin-fry pipeline. Their …

Evaluation of Swab-Seq as a scalable, sensitive assay for community surveillance of SARS-CoV-2 infection

HJ Kang, S Allison, A Spangenberg, T Carr… - Scientific Reports, 2022 - nature.com
The ongoing SARS-CoV-2 pandemic and subsequent demand for viral testing has led to
issues in scaling diagnostic lab efforts and in securing basic supplies for collection and …

[PDF][PDF] Perturbing the Genome: From Bench to Biophysics

T Chari - 2024 - thesis.library.caltech.edu
In single-cell genomics, we can simultaneously assay hundreds of thousands of cells, their
molecular contents, and how they respond to perturbation, from genetic knockouts to …

[HTML][HTML] SwabSeq: A sequencing-based platform for high-throughput SARS-CoV-2 testing

JS Bloom, L Sathe, C Munugala, EM Jones… - Nature biomedical …, 2021 - ncbi.nlm.nih.gov
Frequent and widespread testing of the asymptomatic population is essential to mitigate the
uncontrolled transmission of the severe acute respiratory syndrome coronavirus 2 (SARS …