Single‐cell RNA sequencing technologies and applications: A brief overview

D Jovic, X Liang, H Zeng, L Lin, F Xu… - Clinical and …, 2022 - Wiley Online Library
Single‐cell RNA sequencing (scRNA‐seq) technology has become the state‐of‐the‐art
approach for unravelling the heterogeneity and complexity of RNA transcripts within …

Characterizing cis-regulatory elements using single-cell epigenomics

S Preissl, KJ Gaulton, B Ren - Nature Reviews Genetics, 2023 - nature.com
Cell type-specific gene expression patterns and dynamics during development or in disease
are controlled by cis-regulatory elements (CREs), such as promoters and enhancers …

[HTML][HTML] Dictionary learning for integrative, multimodal and scalable single-cell analysis

Y Hao, T Stuart, MH Kowalski, S Choudhary… - Nature …, 2024 - nature.com
Mapping single-cell sequencing profiles to comprehensive reference datasets provides a
powerful alternative to unsupervised analysis. However, most reference datasets are …

[HTML][HTML] Pan-cancer single-cell analysis reveals the heterogeneity and plasticity of cancer-associated fibroblasts in the tumor microenvironment

H Luo, X Xia, LB Huang, H An, M Cao, GD Kim… - Nature …, 2022 - nature.com
Cancer-associated fibroblasts (CAFs) are the predominant components of the tumor
microenvironment (TME) and influence cancer hallmarks, but without systematic …

Pan-cancer T cell atlas links a cellular stress response state to immunotherapy resistance

Y Chu, E Dai, Y Li, G Han, G Pei, DR Ingram… - Nature medicine, 2023 - nature.com
Tumor-infiltrating T cells offer a promising avenue for cancer treatment, yet their states
remain to be fully characterized. Here we present a single-cell atlas of T cells from 308,048 …

A single-cell and spatially resolved atlas of human breast cancers

SZ Wu, G Al-Eryani, DL Roden, S Junankar, K Harvey… - Nature …, 2021 - nature.com
Breast cancers are complex cellular ecosystems where heterotypic interactions play central
roles in disease progression and response to therapy. However, our knowledge of their …

[HTML][HTML] A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues

D Saul, RL Kosinsky, EJ Atkinson, ML Doolittle… - Nature …, 2022 - nature.com
Although cellular senescence drives multiple age-related co-morbidities through the
senescence-associated secretory phenotype, in vivo senescent cell identification remains …

[HTML][HTML] Tau activation of microglial cGAS–IFN reduces MEF2C-mediated cognitive resilience

JC Udeochu, S Amin, Y Huang, L Fan, ERS Torres… - Nature …, 2023 - nature.com
Pathological hallmarks of Alzheimer's disease (AD) precede clinical symptoms by years,
indicating a period of cognitive resilience before the onset of dementia. Here, we report that …

[HTML][HTML] Mapping single-cell data to reference atlases by transfer learning

M Lotfollahi, M Naghipourfar, MD Luecken… - Nature …, 2022 - nature.com
Large single-cell atlases are now routinely generated to serve as references for analysis of
smaller-scale studies. Yet learning from reference data is complicated by batch effects …

Spatiotemporal immune landscape of colorectal cancer liver metastasis at single-cell level

Y Wu, S Yang, J Ma, Z Chen, G Song, D Rao, Y Cheng… - Cancer discovery, 2022 - AACR
Liver metastasis, the leading cause of colorectal cancer mortality, exhibits a highly
heterogeneous and suppressive immune microenvironment. Here, we sequenced 97 …