If you would like your data to be added to this website please emailemail us.

Read the data format requirements for submission here.

For visualisation, we use cell embeddings (e.g. UMAP) included in the object if available, or we will re-generate from expression values, where batch information will be essential. Other metadata, whether technical or biological, such as location of sampling, donor id (anonymised if necessary), age, sex, etc, that helps interpretation is hugely welcome.

For unpublished data, we only show and allow retrieval of ~20 relevant genes (please refer to the list at this page "For unpublished datasets, the included genes are") until notified otherwise by the submitter. You can also opt to submit data of only the relevant genes, however in this case normalised expression values and cell embeddings are required.