Macrophages recognize pathogens through pattern recognition receptors (PRRs) such as Toll-like receptors (TLRs) that bind to pathogen-associated molecular patterns (PAMPs). This binding triggers a signaling cascade that results in the activation of the macrophage and the production of inflammatory cytokines, facilitating the immune response.