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

被引:0
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作者
Zhiqiang Sun
Xue Liu
Jing Song
Hui Liu
Shuyu Zhang
Judong Luo
机构
[1] Medical College of Soochow University,School of Radiation Medicine and Protection
[2] Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions,Department of Radiotherapy, The Affiliated Changzhou Second People’s Hospital of Nanjing Medical University, Changzhou Medical Center
[3] Nanjing Medical University,Department of Radiotherapy
[4] Dalian Medical University,Department of Obstetrics and Gynecology
[5] Affiliated Hospital of Jiangnan University,School of Computer Science and Technology
[6] Nanjing Tech University,undefined
来源
关键词
Radiotherapy; Estimate score; Tumor purity; Cervical cancer; Sequence; Bioinformatics;
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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.
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页码:1353 / 1367
页数:14
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