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 …

Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics

SK Longo, MG Guo, AL Ji, PA Khavari - Nature Reviews Genetics, 2021 - nature.com
Single-cell RNA sequencing (scRNA-seq) identifies cell subpopulations within tissue but
does not capture their spatial distribution nor reveal local networks of intercellular …

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

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

Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy

Z Good, JY Spiegel, B Sahaf, MB Malipatlolla… - Nature medicine, 2022 - nature.com
Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen
receptor (CAR) T cell therapies targeting CD19 experience disease progression, and …

Spatial omics and multiplexed imaging to explore cancer biology

SM Lewis, ML Asselin-Labat, Q Nguyen, J Berthelet… - Nature …, 2021 - nature.com
Understanding intratumoral heterogeneity—the molecular variation among cells within a
tumor—promises to address outstanding questions in cancer biology and improve the …

Epigenetic regulation of T cell exhaustion

JA Belk, B Daniel, AT Satpathy - Nature immunology, 2022 - nature.com
Chronic antigen stimulation during viral infections and cancer can lead to T cell exhaustion,
which is characterized by reduced effector function and proliferation, and the expression of …

[HTML][HTML] Flow cytometry: the next revolution

JP Robinson, R Ostafe, SN Iyengar, B Rajwa, R Fischer - Cells, 2023 - mdpi.com
Unmasking the subtleties of the immune system requires both a comprehensive knowledge
base and the ability to interrogate that system with intimate sensitivity. That task, to a …

Single-cell profiling of myeloid cells in glioblastoma across species and disease stage reveals macrophage competition and specialization

AR Pombo Antunes, I Scheyltjens, F Lodi… - Nature …, 2021 - nature.com
Glioblastomas are aggressive primary brain cancers that recur as therapy-resistant tumors.
Myeloid cells control glioblastoma malignancy, but their dynamics during disease …

[HTML][HTML] Integrated analysis of multimodal single-cell data

Y Hao, S Hao, E Andersen-Nissen, WM Mauck… - Cell, 2021 - cell.com
The simultaneous measurement of multiple modalities represents an exciting frontier for
single-cell genomics and necessitates computational methods that can define cellular states …

scDesign3 generates realistic in silico data for multimodal single-cell and spatial omics

D Song, Q Wang, G Yan, T Liu, T Sun, JJ Li - Nature Biotechnology, 2024 - nature.com
We present a statistical simulator, scDesign3, to generate realistic single-cell and spatial
omics data, including various cell states, experimental designs and feature modalities, by …