Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease

M Piwecka, N Rajewsky, A Rybak-Wolf - Nature Reviews Neurology, 2023 - nature.com
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …

Eleven grand challenges in single-cell data science

D Lähnemann, J Köster, E Szczurek, DJ McCarthy… - Genome biology, 2020 - Springer
The recent boom in microfluidics and combinatorial indexing strategies, combined with low
sequencing costs, has empowered single-cell sequencing technology. Thousands—or even …

Large-scale foundation model on single-cell transcriptomics

M Hao, J Gong, X Zeng, C Liu, Y Guo, X Cheng… - Nature …, 2024 - nature.com
Large pretrained models have become foundation models leading to breakthroughs in
natural language processing and related fields. Develo** foundation models for …

Benchmarking spatial and single-cell transcriptomics integration methods for transcript distribution prediction and cell type deconvolution

B Li, W Zhang, C Guo, H Xu, L Li, M Fang, Y Hu… - Nature …, 2022 - nature.com
Spatial transcriptomics approaches have substantially advanced our capacity to detect the
spatial distribution of RNA transcripts in tissues, yet it remains challenging to characterize …

[HTML][HTML] Transcriptional programs of neoantigen-specific TIL in anti-PD-1-treated lung cancers

JX Caushi, J Zhang, Z Ji, A Vaghasia, B Zhang… - Nature, 2021 - nature.com
Abstract PD-1 blockade unleashes CD8 T cells, including those specific for mutation-
associated neoantigens (MANA), but factors in the tumour microenvironment can inhibit …

Combined JAK inhibition and PD-1 immunotherapy for non–small cell lung cancer patients

D Mathew, ME Marmarelis, C Foley, JM Bauml, D Ye… - Science, 2024 - science.org
Persistent inflammation driven by cytokines such as type-one interferon (IFN-I) can cause
immunosuppression. We show that administration of the Janus kinase 1 (JAK1) inhibitor …

Metabolic modeling of single Th17 cells reveals regulators of autoimmunity

A Wagner, C Wang, J Fessler, D DeTomaso… - Cell, 2021 - cell.com
Metabolism is a major regulator of immune cell function, but it remains difficult to study the
metabolic status of individual cells. Here, we present Compass, an algorithm to characterize …

Benchmarking algorithms for single-cell multi-omics prediction and integration

Y Hu, S Wan, Y Luo, Y Li, T Wu, W Deng, C Jiang… - Nature …, 2024 - nature.com
The development of single-cell multi-omics technology has greatly enhanced our
understanding of biology, and in parallel, numerous algorithms have been proposed to …

Zero-preserving imputation of single-cell RNA-seq data

GC Linderman, J Zhao, M Roulis, P Bielecki… - Nature …, 2022 - nature.com
A key challenge in analyzing single cell RNA-sequencing data is the large number of false
zeros, where genes actually expressed in a given cell are incorrectly measured as …

Single-cell RNA-seq technologies and related computational data analysis

G Chen, B Ning, T Shi - Frontiers in genetics, 2019 - frontiersin.org
Single-cell RNA sequencing (scRNA-seq) technologies allow the dissection of gene
expression at single-cell resolution, which greatly revolutionizes transcriptomic studies. A …