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在免疫抵抗性透明细胞肾细胞癌肿瘤微环境中整合素与IV型胶原的空间偶联增加。

Increased spatial coupling of integrin and collagen IV in the immunoresistant clear-cell renal-cell carcinoma tumor microenvironment.

作者信息

Soupir Alex C, Hayes Mitchell T, Peak Taylor C, Ospina Oscar, Chakiryan Nicholas H, Berglund Anders E, Stewart Paul A, Nguyen Jonathan, Segura Carlos Moran, Francis Natasha L, Echevarria Paola M Ramos, Chahoud Jad, Li Roger, Tsai Kenneth Y, Balasi Jodi A, Peres Yamila Caraballo, Dhillon Jasreman, Martinez Lindsey A, Gloria Warren E, Schurman Nathan, Kim Sean, Gregory Mark, Mulé James, Fridley Brooke L, Manley Brandon J

机构信息

Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, 33612, USA.

Department of Genitourinary Oncology, Moffitt Cancer Center, Tampa, FL, 33612, USA.

出版信息

Genome Biol. 2024 Dec 5;25(1):308. doi: 10.1186/s13059-024-03435-z.

Abstract

BACKGROUND

Immunotherapy has improved survival for patients with advanced clear cell renal cell carcinoma (ccRCC), but resistance to therapy develops in most patients. We use cellular-resolution spatial transcriptomics in patients with immunotherapy naïve and exposed primary ccRCC tumors to better understand immunotherapy resistance.

RESULTS

Spatial molecular imaging of tumor and adjacent stroma samples from 21 tumors suggests that viable tumors following immunotherapy harbor more stromal CD8 + T cells and neutrophils than immunotherapy naïve tumors. YES1 is significantly upregulated in immunotherapy exposed tumor cells. Spatial GSEA shows that the epithelial-mesenchymal transition pathway is spatially enriched and the associated ligand-receptor transcript pair COL4A1-ITGAV has significantly higher autocorrelation in the stroma after exposure to immunotherapy. More integrin αV + cells are observed in immunotherapy exposed stroma on multiplex immunofluorescence validation. Compared to other cancers in TCGA, ccRCC tumors have the highest expression of both COL4A1 and ITGAV. Assessing bulk RNA expression and proteomic correlates in CPTAC databases reveals that collagen IV protein is more abundant in advanced stages of disease.

CONCLUSIONS

Spatial transcriptomics of samples of 3 patient cohorts with cRCC tumors indicates that COL4A1 and ITGAV are more autocorrelated in immunotherapy-exposed stroma compared to immunotherapy-naïve tumors, with high expression among fibroblasts, tumor cells, and endothelium. Further research is needed to understand changes in the ccRCC tumor immune microenvironment and explore potential therapeutic role of integrin after immunotherapy treatment.

摘要

背景

免疫疗法已提高了晚期透明细胞肾细胞癌(ccRCC)患者的生存率,但大多数患者会产生治疗抗性。我们对未经免疫治疗和接受过免疫治疗的原发性ccRCC肿瘤患者进行细胞分辨率空间转录组学分析,以更好地了解免疫治疗抗性。

结果

对21个肿瘤的肿瘤及相邻基质样本进行空间分子成像显示,与未经免疫治疗的肿瘤相比,接受免疫治疗后存活的肿瘤含有更多的基质CD8 + T细胞和中性粒细胞。YES1在接受免疫治疗的肿瘤细胞中显著上调。空间基因集富集分析(GSEA)表明,上皮-间质转化途径在空间上富集,并且相关的配体-受体转录本对COL4A1-ITGAV在接受免疫治疗后的基质中具有显著更高的自相关性。多重免疫荧光验证显示,在接受免疫治疗的基质中观察到更多的整合素αV +细胞。与TCGA中的其他癌症相比,ccRCC肿瘤中COL4A1和ITGAV的表达最高。评估CPTAC数据库中的大量RNA表达和蛋白质组学相关性发现,胶原蛋白IV蛋白在疾病晚期更为丰富。

结论

对3个ccRCC肿瘤患者队列样本的空间转录组学分析表明,与未经免疫治疗的肿瘤相比,COL4A1和ITGAV在接受免疫治疗的基质中具有更高的自相关性,在成纤维细胞、肿瘤细胞和内皮细胞中高表达。需要进一步研究以了解ccRCC肿瘤免疫微环境的变化,并探索免疫治疗后整合素的潜在治疗作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5e8c/11622564/7d48a3d522f6/13059_2024_3435_Fig1_HTML.jpg

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