Immune infiltration could predict the efficacy of short-term radiotherapy in patients with cervical cancer

被引:3
作者
Sun, Zhiqiang [1 ,2 ]
Liu, Xue [3 ,4 ]
Song, Jing [5 ]
Liu, Hui [6 ]
Zhang, Shuyu [1 ,2 ]
Luo, Judong [3 ]
机构
[1] Soochow Univ, Sch Radiat Med & Protect, Med Coll, Suzhou 215123, Peoples R China
[2] Jiangsu Higher Educ Inst, Collaborat Innovat Ctr Radiol Med, Suzhou, Peoples R China
[3] Nanjing Med Univ, Nanjing Med Univ, Changzhou Med Ctr, Dept Radiotherapy,Changzhou Peoples Hosp 2, Changzhou, Peoples R China
[4] Dalian Med Univ, Dept Radiotherapy, Dalian, Peoples R China
[5] Jiangnan Univ, Dept Obstet & Gynecol, Affiliated Hosp, Wuxi, Peoples R China
[6] Nanjing Tech Univ, Sch Comp Sci & Technol, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Radiotherapy; Estimate score; Tumor purity; Cervical cancer; Sequence; Bioinformatics; ORAL MUCOSITIS; TUMOR; MECHANISM; TARGETS; MODEL;
D O I
10.1007/s12094-022-03033-0
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Radiotherapy is the main treatment for cervical cancer. It is usually applied alone or in combination with surgery and/or chemotherapy. To explore the association between immune microenvironment of cervical cancer and radiotherapy response, we collected 20 paired cervical cancer tumor samples before and after radiotherapy and partial clinical information. With paired-end RNA-seq, we quantified the immune infiltration and tumor purity of these samples, and obtained 6350 differentially expressed genes before and after radiotherapy. With the help of R language, the function enrichment analysis and 22 immune cells infiltration analysis were carried out. Moreover, we built a random forest model based on the immune microenvironment to predict the short-term efficacy of radiotherapy. We found that the effect of radiotherapy on the immune microenvironment of stage III and IV cervical cancer patients was weaker than that of stage I and II cervical cancer patients. Radiotherapy can significantly reduce the tumor purity and increase immune infiltration. The proportions of the immune infiltrating cells are predictive of the radiotherapy efficacy. In addition, the local mucositis caused by radiotherapy can improve the curative effect of radiotherapy.
引用
收藏
页码:1353 / 1367
页数:15
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