The technological landscape and applications of single-cell multi-omics

A Baysoy, Z Bai, R Satija, R Fan - Nature Reviews Molecular Cell …, 2023 - nature.com
Single-cell multi-omics technologies and methods characterize cell states and activities by
simultaneously integrating various single-modality omics methods that profile the …

[HTML][HTML] High-content CRISPR screening

C Bock, P Datlinger, F Chardon, MA Coelho… - Nature Reviews …, 2022 - nature.com
CRISPR screens are a powerful source of biological discovery, enabling the unbiased
interrogation of gene function in a wide range of applications and species. In pooled …

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 …

Molecular landscapes of human hippocampal immature neurons across lifespan

Y Zhou, Y Su, S Li, BC Kennedy, DY Zhang, AM Bond… - Nature, 2022 - nature.com
Immature dentate granule cells (imGCs) arising from adult hippocampal neurogenesis
contribute to plasticity and unique brain functions in rodents, and are dysregulated in …

[HTML][HTML] New opportunities and challenges of natural products research: When target identification meets single-cell multiomics

Y Zhu, Z Ouyang, H Du, M Wang, J Wang, H Sun… - … Pharmaceutica Sinica B, 2022 - Elsevier
Natural products, and especially the active ingredients found in traditional Chinese medicine
(TCM), have a thousand-year-long history of clinical use and a strong theoretical basis in …

A human cell atlas of fetal gene expression

J Cao, DR O'day, HA Pliner, PD Kingsley, M Deng… - Science, 2020 - science.org
INTRODUCTION A reference atlas of human cell types is a major goal for the field. Here, we
set out to generate single-cell atlases of both gene expression (this study) and chromatin …

Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease

M Piwecka, N Rajewsky, A Rybak-Wolf - Nature Reviews Neurology, 2023 - nature.com
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …

Computational principles and challenges in single-cell data integration

R Argelaguet, ASE Cuomo, O Stegle… - Nature biotechnology, 2021 - nature.com
The development of single-cell multimodal assays provides a powerful tool for investigating
multiple dimensions of cellular heterogeneity, enabling new insights into development …

Applications of single-cell sequencing in cancer research: progress and perspectives

Y Lei, R Tang, J Xu, W Wang, B Zhang, J Liu… - Journal of hematology & …, 2021 - Springer
Single-cell sequencing, including genomics, transcriptomics, epigenomics, proteomics and
metabolomics sequencing, is a powerful tool to decipher the cellular and molecular …

RNA sequencing: new technologies and applications in cancer research

M Hong, S Tao, L Zhang, LT Diao, X Huang… - Journal of hematology & …, 2020 - Springer
Over the past few decades, RNA sequencing has significantly progressed, becoming a
paramount approach for transcriptome profiling. The revolution from bulk RNA sequencing …