❌

Reading view

How to build the virtual cell with artificial intelligence: Priorities and opportunities

Advances in AI and omics enable the creation of AI virtual cells (AIVCs)—multi-scale, multimodal neural network models that simulate molecules, cells, and tissues across diverse states. This vision outlines their design and collaborative development, promising to transform biological research through high-fidelity simulations, accelerating discoveries, and fostering interdisciplinary open science collaborations.
  •  

Scalable genetic screening for regulatory circuits using compressed Perturb-seq

Nature Biotechnology, Published online: 23 October 2023; doi:10.1038/s41587-023-01964-9

Compressed Perturb-seq incorporates compressed sensing to genetic screening for scalable discovery of genetic interactions.
  •  

Mostly natural sequencing-by-synthesis for scRNA-seq using Ultima sequencing

Nature Biotechnology, Published online: 15 September 2022; doi:10.1038/s41587-022-01452-6

A mostly natural sequencing-by-synthesis method is effective for scRNA-seq, particularly in large-scale studies.
  •  
❌