Regulation of immune responses by the airway epithelial cell landscape

RJ Hewitt, CM Lloyd - Nature Reviews Immunology, 2021 - nature.com
The community of cells lining our airways plays a collaborative role in the preservation of
immune homeostasis in the lung and provides protection from the pathogens and pollutants …

The triumphs and limitations of computational methods for scRNA-seq

PV Kharchenko - Nature methods, 2021 - nature.com
The rapid progress of protocols for sequencing single-cell transcriptomes over the past
decade has been accompanied by equally impressive advances in the computational …

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 …

Pan-cancer single-cell landscape of tumor-infiltrating T cells

L Zheng, S Qin, W Si, A Wang, B Xing, R Gao, X Ren… - Science, 2021 - science.org
INTRODUCTION Cancer immunotherapies that target tumor-specific T cells have benefited
many cancer patients, but the clinical efficacy varies greatly among different cancer types …

CellRank for directed single-cell fate mapping

M Lange, V Bergen, M Klein, M Setty, B Reuter… - Nature …, 2022 - nature.com
Computational trajectory inference enables the reconstruction of cell state dynamics from
single-cell RNA sequencing experiments. However, trajectory inference requires that the …

Transformer for one stop interpretable cell type annotation

J Chen, H Xu, W Tao, Z Chen, Y Zhao… - Nature …, 2023 - nature.com
Consistent annotation transfer from reference dataset to query dataset is fundamental to the
development and reproducibility of single-cell research. Compared with traditional …

[HTML][HTML] Cross-tissue human fibroblast atlas reveals myofibroblast subtypes with distinct roles in immune modulation

Y Gao, J Li, W Cheng, T Diao, H Liu, Y Bo, C Liu… - Cancer Cell, 2024 - cell.com
Fibroblasts, known for their functional diversity, play crucial roles in inflammation and
cancer. In this study, we conduct comprehensive single-cell RNA sequencing analyses on …

Clonal replacement of tumor-specific T cells following PD-1 blockade

KE Yost, AT Satpathy, DK Wells, Y Qi, C Wang… - Nature medicine, 2019 - nature.com
Immunotherapies that block inhibitory checkpoint receptors on T cells have transformed the
clinical care of patients with cancer. However, whether the T cell response to checkpoint …

The neutrotime transcriptional signature defines a single continuum of neutrophils across biological compartments

R Grieshaber-Bouyer, FA Radtke, P Cunin… - Nature …, 2021 - nature.com
Neutrophils are implicated in multiple homeostatic and pathological processes, but whether
functional diversity requires discrete neutrophil subsets is not known. Here, we apply single …

Current best practices in single‐cell RNA‐seq analysis: a tutorial

MD Luecken, FJ Theis - Molecular systems biology, 2019 - embopress.org
Single‐cell RNA‐seq has enabled gene expression to be studied at an unprecedented
resolution. The promise of this technology is attracting a growing user base for single‐cell …