DEEP LEARNING OF BIOACTIVE PEPTIDES

Hexis Lab PepTec®

Peptides are proven to have multiple functional bioactivity. They are suitable for targeted protein-protein interactions, and smart delivery of bio-molecules. Unlike small molecules, Bioactive peptides show predictable metabolism. A low incidence of side-effects, safety, often smaller than most bio-molecules, high selectivity, high specificity, bioavailability, efficacy, and tolerability of bioactive peptides make them better alternatives. Drawing on the advances in the developments in peptide research, PepTec ® integrates the computational powers of machine learning to unlock the immense potentials and benefits of bioactive peptides.

PepTec® is built on proprietary deep learning algorithms and a big data cloud computing approach that models, prototype and predicts bioactive peptides for various biological targets. Our algorithms are trained to perform high throughput in-silico experiments to guide the design and discovery of bio-active peptides. PepTec® computational powers quickly span the combinatorially immense sequence space. Thus, it provides speed and accuracy and enables the rapid development of cost effective and unique innovation. Particularly, PepTec®’s approach aims profitable synergies and promising candidates.

PepTec® unlocks the enormous beneficial potentials of our growing database of natural compounds – plant and marine extracts. Beyond identifying peptides, PepTec® provides a rare understanding of the underlying physio-chemical and bio-activities properties of peptides. This informs further experiments. New peptides identified from our in-silico experiments could be synthesized and their bioactivities validated through in vitro and in vivo experiments.

In addition to synthetic alternatives, we examine bioactive peptides from natural occurring sources; hence, they a sustainable and scalable. In line with our bio-sustainable and bio-circular perspective, we explore the potential of bio-active peptides from bio-waste products. This creates value-adding products from relatively inexpensive sources of materials.

PHARMACEUTICALS

Whether drug development or vaccines, bioactive peptides are proven to address a broad range of therapeutic classes and indications (Antihypertensive, Antimicrobial, Anti-oxidation, Anti-cancer, Stimulatory, and Immunomodulatory).

PHARMACEUTICALS

Whether drug development or vaccines, bioactive peptides are proven to address a broad range of therapeutic classes and indications (Antihypertensive, Antimicrobial, Anti-oxidation, Anti-cancer, Stimulatory, and Immunomodulatory).

FOOD AND BEVERAGES

Our bioactive peptides are able to provide safe preservatives for food and beverages that are better, clean label, GRAS compliant, compared to the alternatives.

CLINICAL NUTRITION

PepTec ® is able to deliver high innovative ingredients for functional food and medical food, for health and wellness: eg. Stress, inflammation, etc