HighlightsNeutrophils have emerged as pivotal contributors to the progression of cancer, with their role intricately linked to the formation of neutrophil extracellular traps (NETs), scaffolds of DNA associated with enzymes and proteases that are released in the extracellular space. Neutrophils and NETs shape responses to cancer treatment across chemotherapy, radiotherapy, immunotherapy, and targeted therapy.