Systems Biology TRIZ Cases
- WW Domain Mutants Using Dynamics Analysis for Peptide Binding
Dynamics and flexibility analysis reveal hinge-shift residues that help WW domain variants fold correctly and recover peptide binding affinity.
- Protein Folding Intermediate Targeting for Druggable Pocket Discovery
Computational modeling maps protein folding intermediates and scores their stability and druggability to find ligand-targetable states.
- Switching Process Analysis Using Discretized Time-Series Graphs
Static single-cell snapshots can obscure temporal transitions; this method builds discretized time series and directed graphs to separate concurrent and sequential regulation.
- Binding Free Energy Calculation Using Variable Anchor Points
Variable anchor points on target molecules resolve localization errors in binding free energy calculations by sampling multiple stable structures.
- Protein Structure Prediction via Machine Learning Models
Machine learning models predict protein structural features and biophysical properties from amino acid sequences.
- Networked Activity Simulation Using Dynamics-Based Constraints
A simulation system applies dynamics-based constraints to manage non-consumed compound availability across biological network reactions.
- Short Activating RNA Molecules for Transient Gene Up-Regulation
Single-stranded short activating RNA molecules target non-coding transcripts to up-regulate target genes without viral vectors.
- Inflammation Molecular Interaction Simulation Network
Computer program algorithm generates network maps from segmented molecular interaction datasets for inflammation analysis.
- Genome Scale Metabolic Model Flux Prediction
Measuring metabolite concentrations constrains genome scale metabolic models for accurate flux prediction.
- Dynamic Resource Coordination in Biological Cell Simulations
A state dataset coordinates resource distribution across biological cell sub-models, eliminating master allocation artifacts.
- 3D Intracellular Simulation for Protein Dynamics
A 3D simulation apparatus models intracellular responses using distributed modules to quantify protein production and degradation.
- Biological Modeling Framework Compiler
A compiler converts biological data into technique-specific configurations to generate simulation models automatically.
- Molecular Phenotype Classification via Network Topology
Topological analysis of gene networks identifies disease subtypes, resolving the trade-off between biomarker accuracy and statistical complexity.
- Synthetic Gene Circuit Tuning via Transcriptional Region Energy Metrics
Determines nucleotide counts in adjacent transcriptional regions and mRNA folding energies to predict polycistronic operon performance.
- Constraint-Based Flux Distribution Estimation
A constraint-based modeling approach calculates intracellular flux distributions using extracellular data from reference strains.