Compression of quantification uncertainty for scRNA-seq counts
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 …
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
Single cell RNA-sequencing has revolutionized transcriptome analysis. ScRNA-seq
provides a massive resource for studying biological phenomena at single cell level. One of …
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
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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
Frequent and widespread testing of the asymptomatic population is essential to mitigate the
uncontrolled transmission of the severe acute respiratory syndrome coronavirus 2 (SARS …
uncontrolled transmission of the severe acute respiratory syndrome coronavirus 2 (SARS …