APPLICATIONS OF TECHNOLOGY: Design of novel proteins with a specified set of properties or functions Modification of properties of existing proteins Inference of the function of protein sequences BACKGROUND: Challenges in protein design include: not every protein sequence encodes a functional protein, and there is an underlying syntax to folding protein … [Read more...] about A Model for Generating Protein Sequences for Protein Design or Phenotypic Inference 2019-045
Biotechnology
2023-051 High-Titer and Highly Specific Prenol Production in Microbial Hosts via the Pathway using Recombinant Kinases and Isomerases
Applications Biofuel additive for enhanced gasoline blending properties. Chemical precursor for the production of prenyl acetate and other industrial compounds. Environmentally friendly alternative to petrochemicals in biofuel production. Advantages/Benefits Produces high-purity prenol with minimal byproducts, enabling cleaner production Avoids toxic … [Read more...] about 2023-051 High-Titer and Highly Specific Prenol Production in Microbial Hosts via the Pathway using Recombinant Kinases and Isomerases
2021-190 Aqueous Ionic Liquid Process for Chemical Recycling of Plastics
Applications Sustainable recycling of mixed plastic waste into valuable monomers. Production of monomer feedstocks for new plastic synthesis. Advantages/Benefits Eliminates the need for organic solvents by using an aqueous ionic liquid system Enables direct recycling or upcycling of mixed plastics without sorting High monomer yields for efficient reuse in … [Read more...] about 2021-190 Aqueous Ionic Liquid Process for Chemical Recycling of Plastics
2025-013 AI-Powered Cellular Morphometric Biomarkers for Classification of Prostate Cancer for Neoadjuvant Androgen Deprivation Therapy (NADT)
Applications Predicts patient response to NADT in prostate cancer treatment. Identifies patients likely to benefit from mTOR inhibitors. Enables personalized treatment strategies for improved outcomes. Advantages/Benefits Faster and cheaper biomarker identification process than traditional methods High predictive accuracy for treatment outcomes and … [Read more...] about 2025-013 AI-Powered Cellular Morphometric Biomarkers for Classification of Prostate Cancer for Neoadjuvant Androgen Deprivation Therapy (NADT)
2024-126 AI-empowered Cellular Morphometric Biomarkers in Kidney Cancer patients to predict treatment response and prognosis
Applications Classifies clear cell renal cell carcinoma (ccRCC) patients to predict treatment response and prognosis. Personalized therapy selection, including immunotherapy and mTOR inhibitors. Advantages/Benefits Faster and cheaper biomarker identification process than traditional methods High predictive accuracy for treatment outcomes and prognosis … [Read more...] about 2024-126 AI-empowered Cellular Morphometric Biomarkers in Kidney Cancer patients to predict treatment response and prognosis