Is there any publicly available multi-omics dataset?
There is a database called OmicsDI, where one can search for multi-omics datasets.

Here's a link of the associated publication (Perez-Riverol, Yasset, et al. "Omics Discovery Index-Discovering and Linking Public Omics Datasets." bioRxiv (2016): 049205.) for more details.