Immunotherapy Response Predictor

Upload transcriptomic data to predict immunotherapy response for head & neck cancer patients

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Supported: CSV or TSV · log2-TPM values · one sample · up to 4 MiB

Your file is sent over HTTPS to our analysis server for processing in memory. OncoMap does not save uploaded files or results on the server. Results stay in this page until you clear or leave it, unless you download a copy. Use de-identified data; do not include names or patient identifiers.

Test Samples

Try the model with pre-loaded patient samples

About This Model

This prediction tool uses penalized linear regression trained on head and neck cancer transcriptomic data. It analyzes gene expression patterns from a 51-gene panel identified through Differential Gene Expression analysis to predict PD-1 immunotherapy response rates.

Model visualization