SynthyraSolubility
OraclePrioritizes protein sequences that are more likely to remain soluble.
- oracle
- solubility
- developability
Solubility
Solubility estimates whether a protein sequence is likely to remain soluble under typical experimental handling.
What It Does
The oracle helps researchers compare natural proteins, variants, and generated designs for aggregation risk before synthesis or expression.
Why It Matters
A protein can have the right function and still be hard to use if it aggregates. Solubility prediction helps teams prioritize candidates that are more likely to survive cloning, expression, purification, and assay development.
Intended Use
Use Solubility as a developability screen for candidate proteins, especially in design campaigns with many variants.
Limitations
Solubility depends on expression host, construct boundaries, tags, buffer, temperature, concentration, and purification protocol. This oracle is a triage signal, not a replacement for expression and solubility testing.
Try Solubility
Run predictions with this model through the Synthyra platform.
Related Models
Atlas Oracle Suite
OracleA set of fast protein property predictors for triaging sequence quality, function, localization, and developability.
SoluProt
OracleProvides a complementary solubility-style readout for protein developability triage.
E. coli Expression
OraclePrioritizes proteins that are more likely to express successfully in E. coli workflows.
Related Blog Posts
August 21, 2025
Protify: Model Choice As An Experiment
Protify makes protein language model evaluation repeatable across tasks, datasets, and training strategies.
June 9, 2025
DSM: Protein Generation with Masked Diffusion
DSM brings masked diffusion to protein sequences, linking representation learning with biologically grounded protein generation.