Seven rare pyrrospirones CI (1e7) as well as 18 known compounds were isolated from a marine-derived fungus Penicillium sp. ZZ380. Structures of the new pyrrospirones were elucidated by extensive NMR spectroscopic analyses, HRESIMS data, and Mosher's method. Pyrrospirone D (2) was also confirmed by X-ray diffraction analysis. Pyrrospirone G (5) showed potent activity in inhibiting the proliferation of different glioma cells with IC50 values of 1.06e8.52 mM and pyrrospirones C (1), F (4), and I (7) had antimicrobial activity against the growth of both methicillin-resistant Staphylococcus aureus and Escherichia coli with MIC values of 2.0e5.0 mg/mL.