Case Studies
Representative analysis outputs. Figures shown are generated from mock or de-identified data for layout demonstration.
Tumor Neoantigen Prediction & Ranking
A research team needed to prioritize tumor neoantigens for immunotherapy target selection. The challenge was ranking hundreds of candidate peptides by predicted immunogenicity and HLA binding affinity.
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Biomarker Screening & Diagnostic Model
A translational research group wanted to identify candidate biomarkers for early disease detection and build a diagnostic scorecard with validation metrics.
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Single-Cell Transcriptomics Analysis
A lab needed to characterize immune cell populations from tumor microenvironment scRNA-seq data for a manuscript under preparation.
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Mendelian Randomization Causal Analysis
An epidemiology group wanted to test causal hypotheses between lifestyle exposures and disease outcomes using genetic instruments to reduce confounding bias.
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