Welcome to SingmiR!

SingmiR is an online platform for pre-processing and quantifying single-cell miRNA fastq files (.fastq.gz). Our tool preprocesses reads according to the library preparation methods validated in Hücker, S. et al. and quantifies miRNAs by mapping against GRCh38 and mirbase v22. We provide extensive downstream analyses like embeddings, clustering, correlation and DE analysis, enabling researchers to prototype their single-cell library preparation methods faster and simpler.

This website is free and open to all users and there is no login requirement.

Result availability: We aim to keep the processed results for at least two months. Then, all files according to the project will be irrevocably deleted.

Note that currently the fastq files from Hücker et. al. from SRA are not in the correct format. Therefore, we recommend getting the data files from ENA instead.

SingmiR_workflow
Created with BioRender.com

The application is maintained by the Chair for Clinical Bioinformatics, Saarland University.

To cite SingmiR, please reference SingmiR: a single-cell miRNA alignment and analysis tool. Engel, A., Rishik, S., et al. Nucleic Acids Res. (2024). DOI: 10.1093/nar/gkae225

Links

Example data

The datasets corresponding to the results displayed here, are based on the data from Hücker, S. et al..

Browser compatibility

Our web server supports a variety of common operating systems and browsers:

OS Version Chrome Firefox Microsoft Edge Safari
Linux Ubuntu 20.3.10 120.0.6099.115 120.0 N/A N/A
macOS Sonoma 14.2.1 120.0.6099.109 120.0 N/A 15.6.1
Windows 10 120.0.6099.110 120.0.1 120.0.2210.77 N/A

For the best experience we recommend to use either Chrome or Firefox.