Identifying the mechanisms of action driving a drug’s anti-cancer efficacy is critical for identifying optimal biomarkers, indications, and combinations for clinical success. Yet, systematically ...

DeepTarget’s predictions are based on the principle that removing a gene encoding the protein target of a given drug through CRISPR-Cas9 gene editing can mimic the inhibitory effects of that drug. The ...

Abstract: This tutorial aims to provide an intuitive introduction to Gaussian process regression (GPR). GPR models have been widely used in machine learning applications due to their representation ...

为解决 CRISPR 筛选实验可扩展性受限问题，研究人员提出 “CRISPR 损失性压缩” 方法，开发 goloco 工具，降低实验成本与复杂度，推动大规模功能基因组学研究。 一、研究背景 在生命科学的探索中，了解基因的功能一直是核心任务。功能基因组学（Functional genomics ...

Scientists from the Cancer Dependency Map (DepMap) at the Broad Institute of MIT and Harvard and Columbia University have discovered that about 5 percent of adult cancers rely heavily on a gene called ...

Hangzhou Institute of Medicine, Chinese Academy of Sciences, Hangzhou, Zhejiang 310018, China School of Molecular Medicine, Hangzhou Institute for Advanced Study, University of Chinese Academy of ...

Tutorials play a crucial role in learning new skills, from software development to cooking, and everything in between. In this day and age, tutorials can be found in various formats, such as blog ...

Some genes have "backup copies" - these are called paralog genes. Think of it like having a spare tire in your car - if one fails, the other can often do a similar job. This redundancy makes it tricky ...

Abstract: Increasingly, for many application areas, it is becoming important to include elements of nonlinearity and non-Gaussianity in order to model accurately the underlying dynamics of a physical ...

麻省理工学院Broad研究所和哈佛大学的癌症依赖图联盟组件了一个学术-工业合作伙伴计划，于2019年首次宣布，正在加速对肿瘤脆弱性的研究，并确定关键的生物标志物。随着该联盟进入一个新阶段，共有19家制药和生物技术组织参与了该项目。 麻省理工学院Broad ...