University of California

Invvax, Inc.

Ren Sun

Nicholas C Wu

Chih-Ming Ho

Pak Kin Wong

Fuqu Yu

Arthur Young

Yushen Du

Provided herein are compositions related to vaccines, e.g., influenza vaccines, including, peptide based vaccines, nucleic acid based vaccines, recombinant virus based vaccines, antibody based vaccines, and virus based vaccines. Also provided herein are methods related to vaccines, e.g., influenza vaccines, including methods of identifying epitopes for the vaccines, producing, formulating, and administering the vaccines.

Influenza vaccines

A protocol has been developed for genetically engineering an attenuated pathogen such as the influenza virus that can grow in cells without interferons but has suppressed growth in cells with the interferons. The protocol comprises systematically identifying immune evasion functions on the pathogen's genome, then eliminating the immune evasion functions while maintaining a certain replication fitness of the pathogen. The resulting attenuated pathogen causes a strong immunologic response and can be used in a live attenuated vaccine.

Genome-wide identification of immune evasion functions in a virus

A method for optimization of a response of a biological system includes: (1) obtaining measurements of a biological system in response to varying concentrations of drugs in a drug combination; (2) fitting the measurements into a model of the biological system; and (3) using the model of the biological system, predicting concentrations of the drugs in the drug combination to yield an optimized response of the biological system.

Apparatus and methods for manipulation and optimization of biological systems

The invention provides systems and methods for manipulating biological systems, for example to elicit a more desired biological response from a biological sample, such as a tissue, organ, and/or a cell. In one aspect, the invention operates by efficiently searching through a large parametric space of stimuli and system parameters to manipulate, control, and optimize the response of biological samples sustained in the system. In one aspect, the systems and methods of the invention use at least one optimization algorithm to modify the actuator's control inputs for stimulation, responsive to the sensor's output of response signals. The invention can be used, e.g., to optimize any biological system, e.g., bioreactors for proteins, and the like, small molecules, polysaccharides, lipids, and the like. Another use of the apparatus and methods includes is for the discovery of key parameters in complex biological systems.

The invention provides systems and methods for manipulating, e.g., optimizing and controlling, biological systems, e.g., for eliciting a more desired biological response of biological sample, such as a tissue, organ, and/or a cell. In one aspect, systems and methods of the invention operate by efficiently searching through a large parametric space of stimuli and system parameters to manipulate, control, and optimize the response of biological samples sustained in the system, e.g., a bioreactor. In alternative aspects, systems include a device for sustaining cells or tissue samples, one or more actuators for stimulating the samples via biochemical, electromagnetic, thermal, mechanical, and/or optical stimulation, one or more sensors for measuring a biological response signal of the samples resulting from the stimulation of the sample. In one aspect, the systems and methods of the invention use at least one optimization algorithm to modify the actuator's control inputs for stimulation, responsive to the sensor's output of response signals. The compositions and methods of the invention can be used, e.g., to for systems optimization of any biological manufacturing or experimental system, e.g., bioreactors for proteins, e.g., therapeutic proteins, polypeptides or peptides for vaccines, and the like, small molecules (e.g., antibiotics), polysaccharides, lipids, and the like. Another use of the apparatus and methods includes combination drug therapy, e.g. optimal drug cocktail, directed cell proliferations and differentiations, e.g. in tissue engineering, e.g. neural progenitor cells differentiation, and discovery of key parameters in complex biological systems.

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Pacific Palisades, CA, United States of America

Ren Sun