Blog | Tesorai

The Publication Bottleneck: Lossy compression in the Age of Omics

Valuable biological information is lost in the practice of publishing our work.

Differential proteomics: Unpacking the protein table

The "protein table" behind differential analysis hides aggregation choices that can quietly shape your results.

Learning the grass, not the cow: How overfitting can mislead proteomics searches

Tools like Percolator can boost sensitivity, but overfitting can cause models to mistake artifacts for real signals, leading to more false positives.

Back to basics: Spectra are all you need for better proteomics identifications

Tesorai Search re-centers proteomics on its foundation — the spectrum and the sequence — using a large pre-trained model that delivers both higher sensitivity and speed.

Dark matter matters: The untapped potential of data processing in life sciences

Biology now relies on big-data, high-throughput workflows to process and interpret signals from instruments like DNA sequencers and mass spectrometers. These workflows convert raw data into meaningful biological insights, helping identify disease drivers, drug targets, and biomarkers.

Unlocking the power of proteomics in healthcare and drug discovery

Proteomics studies all proteins in the body, revealing how genes drive cellular functions. Unlike the stable genome, the dynamic proteome reflects real-time health and responses to diet, environment, and disease.