Biological Consequences of Condensate Formation

Computational Framework for Causal Analysis | arXiv:2601.03677

Key Metrics

0.605

Critical Chi

65.63x

Max Enhancement

7.97

Cohen's d

0.833

Knockdown F1

0.866

Phi-Bio Corr

1.135

MI (bits)

Context-Dependent Biological Output

Reaction Enhancement vs Enrichment

Causal Perturbation Response

Condensation-Biology Correlation

Cellular Context Summary

Context	Phenotype	Steady Phi	Bio Output	Response Time (s)	Coupling
Stress Granules	Translation Arrest	0.300	0.800	9.519	0.80
P-Bodies	mRNA Decay	0.077	0.598	30.461	0.60
Transcription Hubs	Gene Activation	0.300	0.900	17.235	0.90
Nucleoli	Ribosome Biogenesis	0.017	0.264	15.531	0.70
Cajal Bodies	snRNP Assembly	0.126	0.500	21.142	0.50
PML Bodies	DNA Repair	0.300	0.650	15.732	0.65