Journal: Research
Article Title: Gene Signature-Based Drug Screening Reveals Ponatinib Enhances Immunotherapy Efficacy in Triple-Negative Breast Cancer by Reversing MDSC-Mediated Immunosuppressive Tumor Microenvironment
doi: 10.34133/research.0915
Figure Lengend Snippet: Combination treatment with ponatinib enhances the therapeutic efficacy of anti-PD-L1 against TNBC. (A) Expression levels of CXCL1 or CXCL2 and therapeutic responses assessed from publicly available scRNA-seq data for 29 breast cancer patients who received ICB therapy . Cells were colored based on ICB response results (top) and gene expression levels of CXCL1 and CXCL2 (bottom). Es, patients with clonotype expansion ( n = 9); NEs, patients with limited or no clonotype expansion ( n = 20). (B) Receiver operating characteristic (ROC) curves depicting the predictive value of CXCL1 and CXCL2 expression levels for anti-PD-1 therapy response in breast cancer patients. (C) CXCL1 and CXCL2 expression in tumor cells, comparing Es with NEs, calculated using the breast cancer scRNA-seq dataset . P values were determined using the Mann–Whitney test. (D) Expression of known MDSC-related genes [ , , , , ] in MDSCs determined in this study, comparing Es with NEs. MDSCs were identified in the breast cancer scRNA-seq dataset (EGAD00001006608) , through learning from another breast cancer scRNA-seq dataset with MDSC well-defined ( GSE139125 ) , using the cell type prediction method of scPred package . P values were determined using the Mann–Whitney test. (E) Expression of known MDSC-related genes [ , , , , ] in MDSCs, comparing pretreatment with on-treatment conditions. Pre, biopsy collected before anti-PD-1 treatment; On, biopsy collected during subsequent surgery. P values were determined using the Mann–Whitney test. (F) Expression of known MDSC-related genes in the breast TME, comparing Es with NEs from the breast cancer scRNA-seq dataset . P values were determined using the Mann–Whitney test. (G) Expression of known MDSC-related genes in tumor cells, comparing Es with NEs, calculated using the breast cancer scRNA-seq dataset . P values were determined using the Mann–Whitney test. (H) Expression of known MDSC-related genes in MDSCs, comparing across 3 different breast cancer types. P values were determined using the Mann–Whitney test. (I) Expression of known MDSC-related genes in the TME, comparing across 3 different breast cancer types, was calculated using the breast cancer scRNA-seq dataset . P values were determined using the Mann–Whitney test. (J) Schematic diagram of the combination treatment protocol for 4T1-bearing mice; ponatinib (30 mg/kg) or vehicle was administered 4 days per week, and PD-L1 monoclonal antibody (200 μg per injection, twice a week), either alone or in combination, starting when the tumor volume reached 100 mm 3 ( n = 12 to 14 mice per group). (K and L) Growth of 4T1 tumors in BALB/c WT mice treated with the indicated conditions from (J). Tumor volume kinetics were monitored by vernier calipers. Data represent mean ± SEM of n mice. Two-way ANOVA determined statistical significance. * *P < 0.01, ** *P < 0.001, and *** *P < 0.0001. (M) Survival curves for the indicated groups. Statistical significance was determined using the log-rank (Mantel–Cox) test. ns, P > 0.05, * *P < 0.01, and ** *P < 0.001.
Article Snippet: The amount of CXCL1 or CXCL2 protein in the supernatant was measured using a mouse CXCL1- or CXCL2-specific ELISA kit (R&D Systems), according to the manufacturer’s instructions.
Techniques: Drug discovery, Expressing, Gene Expression, MANN-WHITNEY, Injection