As availability of multi-modal data continues to increase, principal-component-based IMCo (pIMCo) offers a powerful approach for summarizing relationships between multiple aspects of brain structure and function.  An R package for estimating pIMCo is available at: https://github.com/hufengling/pIMCo.
pIMCo