Best practices for single-cell analysis across modalities

L Heumos, AC Schaar, C Lance, A Litinetskaya… - Nature Reviews …, 2023 - nature.com
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …

Spatiotemporal omics for biology and medicine

L Liu, A Chen, Y Li, J Mulder, H Heyn, X Xu - Cell, 2024 - cell.com
The completion of the Human Genome Project has provided a foundational blueprint for
understanding human life. Nonetheless, understanding the intricate mechanisms through …

Gene function and cell surface protein association analysis based on single-cell multiomics data

H Hu, Z Feng, H Lin, J Cheng, J Lyu, Y Zhang… - Computers in Biology …, 2023 - Elsevier
Single-cell transcriptomics provides researchers with a powerful tool to resolve the
transcriptome heterogeneity of individual cells. However, this method falls short in revealing …

Comparison and evaluation of statistical error models for scRNA-seq

S Choudhary, R Satija - Genome biology, 2022 - Springer
Background Heterogeneity in single-cell RNA-seq (scRNA-seq) data is driven by multiple
sources, including biological variation in cellular state as well as technical variation …

Pathogenic variants damage cell composition and single cell transcription in cardiomyopathies

D Reichart, EL Lindberg, H Maatz, AMA Miranda… - Science, 2022 - science.org
Pathogenic variants in genes that cause dilated cardiomyopathy (DCM) and arrhythmogenic
cardiomyopathy (ACM) convey high risks for the development of heart failure through …

[HTML][HTML] Individual cell types in C. elegans age differently and activate distinct cell-protective responses

AE Roux, H Yuan, K Podshivalova, D Hendrickson… - Cell Reports, 2023 - cell.com
Aging is characterized by a global decline in physiological function. However, by
constructing a complete single-cell gene expression atlas, we find that Caenorhabditis …

Multiplexed single-cell characterization of alternative polyadenylation regulators

MH Kowalski, HH Wessels, J Linder, C Dalgarno… - Cell, 2024 - cell.com
Most mammalian genes have multiple polyA sites, representing a substantial source of
transcript diversity regulated by the cleavage and polyadenylation (CPA) machinery. To …

Comparison of transformations for single-cell RNA-seq data

C Ahlmann-Eltze, W Huber - Nature Methods, 2023 - nature.com
The count table, a numeric matrix of genes× cells, is the basic input data structure in the
analysis of single-cell RNA-sequencing data. A common preprocessing step is to adjust the …

Normalizing and denoising protein expression data from droplet-based single cell profiling

MP Mulè, AJ Martins, JS Tsang - Nature communications, 2022 - nature.com
Multimodal single-cell profiling methods that measure protein expression with oligo-
conjugated antibodies hold promise for comprehensive dissection of cellular heterogeneity …

Map** human tissues with highly multiplexed RNA in situ hybridization

K Kalhor, CJ Chen, HS Lee, M Cai, M Nafisi… - Nature …, 2024 - nature.com
In situ transcriptomic techniques promise a holistic view of tissue organization and cell-cell
interactions. There has been a surge of multiplexed RNA in situ map** techniques but …