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 …

Enabling technologies for personalized and precision medicine

D Ho, SR Quake, ERB McCabe, WJ Chng… - Trends in …, 2020 - cell.com
Individualizing patient treatment is a core objective of the medical field. Reaching this
objective has been elusive owing to the complex set of factors contributing to both disease …

scGNN is a novel graph neural network framework for single-cell RNA-Seq analyses

J Wang, A Ma, Y Chang, J Gong, Y Jiang, R Qi… - Nature …, 2021 - nature.com
Single-cell RNA-sequencing (scRNA-Seq) is widely used to reveal the heterogeneity and
dynamics of tissues, organisms, and complex diseases, but its analyses still suffer from …

[HTML][HTML] A physical wiring diagram for the human immune system

J Shilts, Y Severin, F Galaway, N Müller-Sienerth… - Nature, 2022 - nature.com
The human immune system is composed of a distributed network of cells circulating
throughout the body, which must dynamically form physical associations and communicate …

Digital twins to personalize medicine

B Björnsson, C Borrebaeck, N Elander, T Gasslander… - Genome medicine, 2020 - Springer
Personalized medicine requires the integration and processing of vast amounts of data.
Here, we propose a solution to this challenge that is based on constructing Digital Twins …

Single-cell analyses of aging, inflammation and senescence

B Uyar, D Palmer, A Kowald, HM Escobar… - Ageing research …, 2020 - Elsevier
Single-cell gene expression (transcriptomics) data are becoming robust and abundant, and
are increasingly used to track organisms along their life-course. This allows investigation …

High-throughput transcriptome profiling in drug and biomarker discovery

X Yang, L Kui, M Tang, D Li, K Wei, W Chen… - Frontiers in …, 2020 - frontiersin.org
The development of new drugs is multidisciplinary and systematic work. High-throughput
techniques based on “-omics” have driven the discovery of biomarkers in diseases and …

Fantastic AAV gene therapy vectors and how to find them—random diversification, rational design and machine learning

J Becker, J Fakhiri, D Grimm - Pathogens, 2022 - mdpi.com
Parvoviruses are a diverse family of small, non-enveloped DNA viruses that infect a wide
variety of species, tissues and cell types. For over half a century, their intriguing biology and …

[HTML][HTML] Ethical issues of digital twins for personalized health care service: preliminary mapping study

P Huang, K Kim, M Schermer - Journal of Medical Internet Research, 2022 - jmir.org
Background The concept of digital twins has great potential for transforming the existing
health care system by making it more personalized. As a convergence of health care …

Digital twins for health: a scoping review

E Katsoulakis, Q Wang, H Wu, L Shahriyari… - NPJ Digital …, 2024 - nature.com
The use of digital twins (DTs) has proliferated across various fields and industries, with a
recent surge in the healthcare sector. The concept of digital twin for health (DT4H) holds …