The study investigates how Smad3 signaling in tumor-associated neutrophils (TANs) regulates their polarization between protumor N2 and antitumor N1 states in non-small cell lung cancer. The central finding is that Smad3 drives a protumor N2 state, while its deletion or inhibition promotes an antitumor N1 state, leading to enhanced tumor regression in preclinical models.