Hypaluton A (1), an unprecedented nor-polycyclic polyprenylated acylphloroglucinol (PPAP) bearing a new 8/6 bicyclic architecture, along with a new congener, hypaluton B (2), was obtained from Hypericum patulum. Their structures were confirmed by spectroscopic analyses, quantum-chemical 13C NMR calculations, electronic circular dichroism comparisons, and calculations. Hypaluton A is the first PPAP possessing an unparalleled 3,4-nor-bicyclic polyprenylated acylphloroglucinol (BPAP) scaffold, which might be derived from the common [5.3.1]-type-BPAP by losing seven carbons (C-3/4 of the acylphloroglucinol core and the isoprenyl at C-3) via the breakage at C-4-C-5 and C-2-C-3 bonds in the acylphloroglucinol core, together with the benzoyl migration through the hemiketalization/retro-Claisen cascade. More significantly, compound 1 is also the first discovered [6.3.0]-PPAP, which displayed pronounced inhibitory activity against lipopolysaccharide-induced B lymphocyte proliferation.