Membrane proteins are integral or peripheral proteins that play crucial roles in cellular communication, transport, and structural integrity by interacting with the lipid bilayer of cell membranes. They are essential for various biological processes, including signal transduction, ion channel regulation, and molecular transport across cell membranes.