Overview

The application of single-cell chromatin accessibility data in heart research provides unprecedented insights into the mechanisms underlying cardiovascular diseases and their potential impacts on human health from an epigenetic perspective. The heart is a complex organ maintained by the coordinated efforts of various cell types to perform its normal physiological functions. Recognizing this complexity, we have developed CASHeart, a cardiac single-cell chromatin accessibility database.

As of now, CASHeart encompasses:
    1. Data from 2 large-scale datasets encompassing 9 samples, including both adult and fetal donors.
    2. 105,704 cells in total, representing 30 distinct cell types, each accompanied by comprehensive cell type annotations.
CASHeart has the following main features:
    1. CASHeart provides low-dimensional embedding representations generated by various advanced models for scATAC data.
    2. Datasets for calling peaks both at the individual sample level and across the entire dataset are provided, facilitating more nuanced analyses.
human body

Relative articles

A human cell atlas of fetal chromatin accessibility. Domcke, Silvia, et al. Science. 2020 Nov;370(6518):eaba7612.
A single-cell atlas of chromatin accessibility in the human geome. Zhang, Kai, et al. Cell. 2021 Nov;184(24):5985-6001.
A single-cell atlas of in vivo mammalian chromatin accessibility. Cusanovich, Darren A., et al. Cell. 2018 Aug;174(5):1309-24.
An ATAC-seq atlas of chromatin accessibility in mouse tissues. Liu, Chuanyu, et al. Scientific data. 2019 May 20;6(1):65.
Comprehensive analysis of single cell ATAC-seq data with SnapATAC. Fang, Rongxin, et al. Nature. Nature communications. 2021 Feb 26;12(1):1337.

News and updates

  • Added the chromatin accessibility data of FCA dataset.

    17 May 2024
  • Provided a demo for the analysis of embedding of scATAC.

    4 May 2024
  • Version 1.0 of the database has been launched.

    28 April 2024