Applications of single-cell RNA sequencing in drug discovery and development

B Van de Sande, JS Lee, E Mutasa-Gottgens… - Nature Reviews Drug …, 2023 - nature.com
Single-cell technologies, particularly single-cell RNA sequencing (scRNA-seq) methods,
together with associated computational tools and the growing availability of public data …

Statistical and machine learning methods for spatially resolved transcriptomics data analysis

Z Zeng, Y Li, Y Li, Y Luo - Genome biology, 2022 - Springer
The recent advancement in spatial transcriptomics technology has enabled multiplexed
profiling of cellular transcriptomes and spatial locations. As the capacity and efficiency of the …

TISCH2: expanded datasets and new tools for single-cell transcriptome analyses of the tumor microenvironment

Y Han, Y Wang, X Dong, D Sun, Z Liu… - Nucleic acids …, 2023 - academic.oup.com
Abstract The Tumor Immune Single Cell Hub 2 (TISCH2) is a resource of single-cell RNA-
seq (scRNA-seq) data from human and mouse tumors, which enables comprehensive …

Multiplexed imaging mass cytometry of the chemokine milieus in melanoma characterizes features of the response to immunotherapy

T Hoch, D Schulz, N Eling, JM Gómez… - Science …, 2022 - science.org
Intratumoral immune cells are crucial for tumor control and antitumor responses during
immunotherapy. Immune cell trafficking into tumors is mediated by binding of specific …

Integrated analysis of single-cell and bulk RNA sequencing data reveals a pan-cancer stemness signature predicting immunotherapy response

Z Zhang, ZX Wang, YX Chen, HX Wu, L Yin, Q Zhao… - Genome Medicine, 2022 - Springer
Background Although immune checkpoint inhibitor (ICI) is regarded as a breakthrough in
cancer therapy, only a limited fraction of patients benefit from it. Cancer stemness can be the …

A novel anoikis-related gene signature predicts prognosis in patients with head and neck squamous cell carcinoma and reveals immune infiltration

H Chi, P Jiang, K Xu, Y Zhao, B Song, G Peng… - Frontiers in …, 2022 - frontiersin.org
Background: Head and neck squamous cell carcinoma (HNSCC) is a highly aggressive
disease with a poor prognosis for advanced tumors. Anoikis play a key role in cancer …

CellCall: integrating paired ligand–receptor and transcription factor activities for cell–cell communication

Y Zhang, T Liu, X Hu, M Wang, J Wang… - Nucleic acids …, 2021 - academic.oup.com
With the dramatic development of single-cell RNA sequencing (scRNA-seq) technologies,
the systematic decoding of cell-cell communication has received great research interest. To …

[HTML][HTML] Expanding PROTACtable genome universe of E3 ligases

Y Liu, J Yang, T Wang, M Luo, Y Chen, C Chen… - Nature …, 2023 - nature.com
Proteolysis-targeting chimera (PROTAC) and other targeted protein degradation (TPD)
molecules that induce degradation by the ubiquitin-proteasome system (UPS) offer new …

Therapeutically increasing MHC-I expression potentiates immune checkpoint blockade

SS Gu, W Zhang, X Wang, P Jiang, N Traugh, Z Li… - Cancer discovery, 2021 - AACR
Immune checkpoint blockade (ICB) therapy revolutionized cancer treatment, but many
patients with impaired MHC-I expression remain refractory. Here, we combined FACS-based …

C1q+ macrophages: passengers or drivers of cancer progression

M Revel, C Sautès-Fridman, WH Fridman… - Trends in Cancer, 2022 - cell.com
The omics era made possible the quest for efficient markers for cancer progression and
revealed that macrophage populations are much more complex than just the M1/M2 …