Multimodal learning enables chat-based exploration of single-cell data
Multimodal training data of paired transcriptomes and text To establish a large training dataset of transcriptomes and their…
MSnLib: efficient generation of open multi-stage fragmentation mass spectral libraries
Materials All solvents used were of LC–MS grade. Methanol, acetonitrile, water and formic acid were obtained from Thermo…
Bioactive molecules unearthed by terabase-scale long-read sequencing of a soil metagenome
Bacterial strains and growth conditions All strains, unless otherwise specified, were grown in Luria–Bertani (LB) at 30 °C with…
Systema: a framework for evaluating genetic perturbation response prediction beyond systematic variation
Nonparametric baselines We design two nonparametric baselines that we refer to as perturbed mean and matching mean. Perturbed…
CRISPR-GPT for agentic automation of gene-editing experiments
Building AI co-pilot harnessing LLM’s reasoning ability CRISPR-GPT supports four major gene-editing modalities and 22 gene-editing experiment tasks…
Morphological map of under- and overexpression of genes in human cells
Mattiazzi Usaj, M. et al. High-content screening for quantitative cell biology. Trends Cell Biol. 26, 598–611 (2016). CAS …
The Platinum Pedigree: a long-read benchmark for genetic variants
Gonzaga-Jauregui, C., Lupski, J. R. & Gibbs, R. A. Human genome sequencing in health and disease. Annu. Rev.…
GeneAgent: self-verification language agent for gene-set analysis using domain databases
Model setting and data collection In this work, we utilized GPT-4 (version 20230613) as the backend model via…
Making cell therapy accessible: challenges and opportunities
Crystal Mackall: There are numerous bottlenecks. First, manufacturing of autologous products requires complex logistics wherein the product moves…