Studying stochastic systems biology of the cell with single-cell genomics data

G Gorin, JJ Vastola, L Pachter - Cell Systems, 2023 - cell.com
Recent experimental developments in genome-wide RNA quantification hold considerable
promise for systems biology. However, rigorously probing the biology of living cells requires …

Characterization and decontamination of background noise in droplet-based single-cell protein expression data with DecontPro

Y Yin, M Yajima, JD Campbell - Nucleic Acids Research, 2024 - academic.oup.com
Assays such as CITE-seq can measure the abundance of cell surface proteins on individual
cells using antibody derived tags (ADTs). However, many ADTs have high levels of …

[HTML][HTML] Prenatal inflammation remodels lung immunity and function by programming ILC2 hyperactivation

DA López, A Griffin, LM Aguilar, C Deering-Rice… - Cell Reports, 2024 - Elsevier
Here, we examine how prenatal inflammation shapes tissue function and immunity in the
lung by reprogramming tissue-resident immune cells from early development. Maternal, but …

Fixation Before Dissociation Using a Deep Eutectic Solvent Preserves In Vivo States and Phospho-Signaling in Single-Cell Sequencing

SD Fortmann, BF Frey, VS Hanumanthu, S Liu… - bioRxiv, 2023 - biorxiv.org
Single-cell RNA-sequencing (scRNA-seq) presents an opportunity to deconstruct cellular
networks but is limited by the loss of biological information, including in vivo cellular states …

Dynamic Hippo pathway activity underlies mesenchymal differentiation during lung alveolar morphogenesis

FN Chaudhry, NS Michki, DL Shirmer… - …, 2024 - journals.biologists.com
Alveologenesis, the final stage in lung development, substantially remodels the distal lung,
expanding the alveolar surface area for efficient gas exchange. Secondary crest …

[HTML][HTML] scCDC: a computational method for gene-specific contamination detection and correction in single-cell and single-nucleus RNA-seq data

W Wang, Y Cen, Z Lu, Y Xu, T Sun, Y Xiao, W Liu, JJ Li… - Genome Biology, 2024 - Springer
In droplet-based single-cell and single-nucleus RNA-seq assays, systematic contamination
of ambient RNA molecules biases the quantification of gene expression levels. Existing …

[HTML][HTML] Common and divergent gene regulatory networks control injury-induced and developmental neurogenesis in zebrafish retina

P Lyu, M Iribarne, D Serjanov, Y Zhai, T Hoang… - Nature …, 2023 - nature.com
Following acute retinal damage, zebrafish possess the ability to regenerate all neuronal
subtypes through Müller glia (MG) reprogramming and asymmetric cell division that …

[HTML][HTML] Common and divergent gene regulatory networks control injury-induced and developmental neurogenesis in zebrafish retina

S Blackshaw, P Lyu, Y Zhai, J Qian, M Iribarne… - Research …, 2023 - ncbi.nlm.nih.gov
Following acute retinal damage, zebrafish possess the ability to regenerate all neuronal
subtypes. This regeneration requires Müller glia (MG) to reprogram and divide …

Islet-antigen reactive B cells display a unique phenotype and BCR repertoire in autoantibody positive and recent-onset type 1 diabetes patients

CA Nicholas, FA Tensun, SA Evans, KP Toole… - bioRxiv, 2024 - biorxiv.org
Autoreactive B cells play an important but ill-defined role in autoimmune type 1 diabetes
(T1D). To better understand their contribution, we performed single cell gene and BCR-seq …

Performance comparison of high throughput single-cell RNA-Seq platforms in complex tissues

Y Colino-Sanguino, LR de la Fuente, B Gloss… - bioRxiv, 2023 - biorxiv.org
Single-cell transcriptomics has emerged as the preferred tool to define cell identity through
the analysis of gene expression signatures. However, there are limited studies that have …