Deep analysis of scRNA and bulk RNA sequencing data revealed the increased interactions between CXCR1+ neutrophils and tumor cells and activated TNF-α/NF-κB signaling pathway in tumor cells of resistant samples. Here, TNF is linked to neoplasm.