Profiling cell identity and tissue architecture with single-cell and spatial transcriptomics

GS Gulati, JP D'Silva, Y Liu, L Wang… - … Reviews Molecular Cell …, 2024 - nature.com
Single-cell transcriptomics has broadened our understanding of cellular diversity and gene
expression dynamics in healthy and diseased tissues. Recently, spatial transcriptomics has …

Machine learning for multi-omics data integration in cancer

Z Cai, RC Poulos, J Liu, Q Zhong - Iscience, 2022 - cell.com
Multi-omics data analysis is an important aspect of cancer molecular biology studies and
has led to ground-breaking discoveries. Many efforts have been made to develop machine …

Exposure of iPSC-derived human microglia to brain substrates enables the generation and manipulation of diverse transcriptional states in vitro

MJ Dolan, M Therrien, S Jereb, T Kamath… - Nature …, 2023 - nature.com
Microglia, the macrophages of the brain parenchyma, are key players in neurodegenerative
diseases such as Alzheimer's disease. These cells adopt distinct transcriptional subtypes …

scDesign3 generates realistic in silico data for multimodal single-cell and spatial omics

D Song, Q Wang, G Yan, T Liu, T Sun, JJ Li - Nature Biotechnology, 2024 - nature.com
We present a statistical simulator, scDesign3, to generate realistic single-cell and spatial
omics data, including various cell states, experimental designs and feature modalities, by …

Cellular and transcriptional dynamics of human neutrophils at steady state and upon stress

E Montaldo, E Lusito, V Bianchessi, N Caronni… - Nature …, 2022 - nature.com
Traditionally viewed as poorly plastic, neutrophils are now recognized as functionally
diverse; however, the extent and determinants of neutrophil heterogeneity in humans remain …

Integrated multi-omics profiling to dissect the spatiotemporal evolution of metastatic hepatocellular carcinoma

Y Sun, P Wu, Z Zhang, Z Wang, K Zhou, M Song, Y Ji… - Cancer Cell, 2024 - cell.com
Comprehensive molecular analyses of metastatic hepatocellular carcinoma (HCC) are
lacking. Here, we generate multi-omic profiling of 257 primary and 176 metastatic regions …

Single-cell multi-ome and immune profiles of the Inspiration4 crew reveal conserved, cell-type, and sex-specific responses to spaceflight

JK Kim, BT Tierney, EG Overbey, E Dantas… - Nature …, 2024 - nature.com
Spaceflight induces an immune response in astronauts. To better characterize this effect, we
generated single-cell, multi-ome, cell-free RNA (cfRNA), biochemical, and hematology data …

Mitochondrial integrated stress response controls lung epithelial cell fate

SH Han, M Lee, Y Shin, R Giovanni, RP Chakrabarty… - Nature, 2023 - nature.com
Abstract Alveolar epithelial type 1 (AT1) cells are necessary to transfer oxygen and carbon
dioxide between the blood and air. Alveolar epithelial type 2 (AT2) cells serve as a partially …

An antibiotic from an uncultured bacterium binds to an immutable target

R Shukla, AJ Peoples, KC Ludwig, S Maity, MGN Derks… - Cell, 2023 - cell.com
Antimicrobial resistance is a leading mortality factor worldwide. Here, we report the
discovery of clovibactin, an antibiotic isolated from uncultured soil bacteria. Clovibactin …