Create synthetic data based on general description of molecular characteristic for modeling

Question

[CY]

I have a modeling task that classifies cancer subtype based on several molecular features. However, I do not have raw data of tumor sample to extract these features. All I have are several published papers that relatively comprehensively describes these molecular characteristics of these cancer subtypes. Is it valid to synthetically generate feature data based on these description for training model?