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Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …
technically challenging beginnings to become common laboratory methods capable of …
Eleven grand challenges in single-cell data science
The recent boom in microfluidics and combinatorial indexing strategies, combined with low
sequencing costs, has empowered single-cell sequencing technology. Thousands—or even …
sequencing costs, has empowered single-cell sequencing technology. Thousands—or even …
Large-scale foundation model on single-cell transcriptomics
Large pretrained models have become foundation models leading to breakthroughs in
natural language processing and related fields. Develo** foundation models for …
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
Spatial transcriptomics approaches have substantially advanced our capacity to detect the
spatial distribution of RNA transcripts in tissues, yet it remains challenging to characterize …
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
Abstract PD-1 blockade unleashes CD8 T cells, including those specific for mutation-
associated neoantigens (MANA), but factors in the tumour microenvironment can inhibit …
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
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 …
immunosuppression. We show that administration of the Janus kinase 1 (JAK1) inhibitor …
Metabolic modeling of single Th17 cells reveals regulators of autoimmunity
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 …
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 …
understanding of biology, and in parallel, numerous algorithms have been proposed to …
Zero-preserving imputation of single-cell RNA-seq data
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 …
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 …
expression at single-cell resolution, which greatly revolutionizes transcriptomic studies. A …