navinlabcode / CellTrek

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Publicly available Single cell data with ST data #27

Closed AteeqMKhaliq closed 1 year ago

AteeqMKhaliq commented 1 year ago

As a researcher using spatial transcriptomics data but without my own single-cell data, I find CellTrek to be a wonderful tool for deconstructing microenvironments. I am interested in incorporating publicly available single-cell RNA sequencing (scRNA-seq) data into my CellTrek analysis to gain additional insights. Can you please elaborate on the recommended approaches for integrating publicly available scRNA-seq data with CellTrek when single-cell data is not available? Thank you! Best, Ateeq Khaliq

williamhsy commented 1 year ago

For normal tissues, it should be fine if you don't have matched scRNA-seq data, which we demonstrated in the paper (mouse data analysis). However, for tumor samples, it is a different story. It would be ideal only using matched tumor cells. TME cells could come from different samples. Also see https://github.com/navinlabcode/CellTrek/issues/28