oggmap: a Python package to extract gene ages per orthogroup and link them with single-cell RNA data

KK Ullrich, NE Glytnasi - Bioinformatics, 2023 - academic.oup.com
For model species, single-cell RNA-based cell atlases are available. A good cell atlas
includes all major stages in a species' ontogeny, and soon, they will be standard even for …

A genome and single‐nucleus cerebral cortex transcriptome atlas of the short‐finned pilot whale Globicephala macrorhynchus

H Kang, Q Liu, I Seim, W Zhang, H Li… - Molecular Ecology …, 2023 - Wiley Online Library
Cetaceans (dolphins, whales, and porpoises) have large and anatomically sophisticated
brains. To expand our understanding of the cellular makeup of cetacean brains and the …

Extrapolating heterogeneous time-series gene expression data using Sagittarius

A Woicik, M Zhang, J Chan, J Ma, S Wang - Nature Machine …, 2023 - nature.com
Understanding the temporal dynamics of gene expression is crucial for developmental
biology, tumour biology and biogerontology. However, some timepoints remain challenging …

spatiAlign: an unsupervised contrastive learning model for data integration of spatially resolved transcriptomics

C Zhang, L Liu, Y Zhang, M Li, S Fang, Q Kang, A Chen… - Biorxiv, 2023 - biorxiv.org
Integrative analysis of spatially resolved transcriptomics datasets empowers a deeper
understanding of complex biological systems. However, integrating multiple tissue sections …

[HTML][HTML] Comparative single-cell analysis of the adult heart and coronary vasculature

S Balachandran, J Pozojevic, VKA Sreenivasan… - Mammalian …, 2023 - Springer
The structure and function of the circulatory system, including the heart, have undergone
substantial changes with the vertebrate evolution. Although the basic function of the heart is …

[HTML][HTML] Single-cell chromatin accessibility profiling of cell-state-specific gene regulatory programs during mouse organogenesis

Q Deng, S Wang, Z Huang, Q Lan, G Lai, J Xu… - Frontiers in …, 2023 - frontiersin.org
In mammals, early organogenesis begins soon after gastrulation, accompanied by
specification of various type of progenitor/precusor cells. In order to reveal dynamic …

[HTML][HTML] Semibulk RNA-seq analysis as a convenient method for measuring gene expression statuses in a local cellular environment

K Muto, I Tsuchiya, SH Kim, S Nagasawa… - Scientific Reports, 2022 - nature.com
When biologically interpretation of the data obtained from the single-cell RNA sequencing
(scRNA-seq) analysis is attempted, additional information on the location of the single cells …

[HTML][HTML] The manatee variational autoencoder model for predicting gene expression alterations caused by transcription factor perturbations

Y Yang, L Seninge, Z Wang, A Oro, JM Stuart… - Scientific Reports, 2024 - nature.com
We present the Manatee variational autoencoder model to predict transcription factor (TF)
perturbation-induced transcriptomes. We demonstrate that the Manatee in silico perturbation …

Genome-Wide CRISPR Screen Identifies an NF2-Adherens Junction Mechanistic Dependency for Cardiac Lineage

CJM Lee, MI Autio, WH Zheng, Y Song, SC Wang… - Circulation, 2024 - Am Heart Assoc
BACKGROUND: Cardiomyocyte differentiation involves a stepwise clearance of repressors
and fate-restricting regulators through the modulation of BMP (bone morphogenic …

[HTML][HTML] Transcriptional network governing extraembryonic endoderm cell fate choice

PD Pham, H Lu, H Han, JJ Zhou, A Madan… - Developmental …, 2023 - Elsevier
The mechanism by which transcription factor (TF) network instructs cell-type-specific
transcriptional programs to drive primitive endoderm (PrE) progenitors to commit to parietal …