single-cell multimodal data map

scMultiModalMap是一个单细胞多模态数据地图数据库，专注于基因表达和表面蛋白丰度数据的整合与分析。该平台提供多种分析工具，包括UMAP可视化、特征水平比较、跨模态特征相关性分析、回归分析、基因调控网络推断等，帮助研究人员探索细胞异质性和调控机制。数据库包含174个数据集，覆盖3,227,920个细胞样本。scMultiModalMap is a single-cell multimodal data atlas database focusing on the integration and analysis of gene expression and surface protein abundance data. This platform provides multiple analytical tools, including UMAP visualization, feature-level comparison, cross-modal feature correlation analysis, regression analysis, gene regulatory network inference and others, to help researchers explore cellular heterogeneity and regulatory mechanisms. The database contains 174 datasets covering 3,227,920 cell samples.

搜集汇总

背景与挑战

背景概述

scMultiModalMap是一个整合基因表达与表面蛋白丰度数据的单细胞多模态数据库，提供UMAP可视化、特征相关性分析等多种工具，用于探索细胞异质性和调控机制。该数据库包含174个数据集，覆盖超过320万个细胞样本。