Diagnosing the issue with 3dISC in your case is challenging without direct access to your data. Additionally, with 22 explanatory variables in your model, it may be beneficial to consider the causal relationships between these variables and the response variable. For information about proper covariate selection and potential pitfalls, refer to this blog post and the associated paper.
Gang Chen