top of page

Protein Science

iStock-537618080.jpg

Protein Structure Classification

Predict Protein Class based on amino acid sequences.

Protein Class Prediction

HYDROLASE
OXIDOREDUCTASE
RIBOSOME
TRANSFERASE
 
theiaaccuracy.png
transferase4.png
hdmdca2.png
aminseq23dx.png

Discovery through your data with Theia High Dimensional Modeling

Theia HDM uses High Dimensional hyperplanes to distinguish Protein Classes. Over 5000 individual amino acid sequences were classified with 100% accuracy.

helixplus.png

The Journey into High Dimensions

Theia HDM was designed to accomplish what seemed impossible: to capture unknown structures into 2 and 3 dimensional representations. Insight, intelligence and science will be our reward.

synestclass.png

Protein Class High Dimensional Image

This visualization shows  a high dimensional characterization of 4 protein classes.

aaclasses.png

Top 3 Protein Classes

The top three protein classes based on identified structures were analyzed.  Over 5000 unique structures are classified in

Theia HDM.

Theia HDM Benchmark

100% Accuracy

Deep Learning Model :

98.38% Accuracy

1

https://pubmed.ncbi.nlm.nih.gov/34669708/

1. Sandaruwan PD, Wannige CT. An improved deep learning model for hierarchical classification of protein families. PLoS One. 2021 Oct 20;16(10):e0258625. doi: 10.1371/journal.pone.0258625. PMID: 34669708; PMCID: PMC8528337.

bottom of page