Extrachromosomal circular DNAs in prostate adenocarcinoma: global characterizations and a novel prediction model

免疫系统 比例危险模型 前列腺癌 计算生物学 生物 免疫疗法 癌症研究 前列腺 基因 转录组 免疫学 医学 遗传学 基因表达 内科学 癌症
作者
Qingliu He,Qingfu Su,Chengcheng Wei,Pu Zhang,Weihui Liu,Junyi Chen,Xiaoping Su,Wei Zhuang
出处
期刊:Frontiers in Pharmacology [Frontiers Media SA]
卷期号:15
标识
DOI:10.3389/fphar.2024.1464145
摘要

Background The role of focal amplifications and extrachromosomal circular DNA (eccDNA) is still uncertain in prostate adenocarcinoma (PRAD). Here, we first mapped the global characterizations of eccDNA and then investigate the characterization of eccDNA-amplified key differentially expressed encoded genes (eKDEGs) in the progression, immune response and immunotherapy of PRAD. Methods Circular_seq was used in conjunction with the TCGA-PRAD transcriptome dataset to sequence, annotate, and filter for eccDNA-amplified differentially expressed coding genes (eDEGs) in PRAD and para-cancerous normal prostate tissues. Afterwards, risk models were created and eKDEGs linked to the PRAD prognosis were identified using Cox and Lasso regression analysis. The immune microenvironment of the risk model was quantified using a variety of immunological algorithms, which also identified its characteristics with regard to immunotherapy, immune response, and immune infiltration. Results In this research, there was no significant difference in the size, type, and chromosomal distribution of eccDNA in PRAD and para-cancerous normal prostate tissues. However, 4,290 differentially expressed eccDNAs were identified and 1,981 coding genes were amplified. Following that, 499 eDEGs were tested in conjunction with the transcriptome dataset from TCGA-PRAD. By using Cox and Lasso regression techniques, ZNF330 and PITPNM3 were identified as eKDEGs of PRAD, and a new PRAD risk model was conducted based on this. Survival analysis showed that the high-risk group of this model was associated with poor prognosis and validated in external data. Immune infiltration analysis showed that the model risks affected immune cell infiltration in PRAD, not only mediating changes in immune cell function, but also correlating with immunophenotyping. Furthermore, the high-risk group was negatively associated with anti- CTLA-4 /anti- PD-1 response and mutational burden. In addition, Tumor Immune Dysfunction and Exclusion analyses showed that high-risk group was more prone to immune escape. Drug sensitivity analyses identified 10 drugs, which were instructive for PRAD treatment. Conclusion ZNF330 and PITPNM are the eKDEGs for PRAD, which can be used as potential new prognostic markers. The two-factor combined risk model can effectively assess the survival and prognosis of PRAD patients, but also can predict the different responses of immunotherapy to PRAD patients, which may provide new ideas for PRAD immunotherapy.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Akim应助执着的一兰采纳,获得10
刚刚
1秒前
hh发布了新的文献求助10
1秒前
1秒前
光合谷发布了新的文献求助10
1秒前
jiegelaile发布了新的文献求助10
2秒前
许砚发布了新的文献求助10
2秒前
2秒前
我是老大应助Dolo_Duan采纳,获得10
3秒前
善学以致用应助小星采纳,获得10
3秒前
科研通AI6.1应助Alcb1168采纳,获得10
3秒前
abcd发布了新的文献求助10
3秒前
温柔的尔芙完成签到,获得积分10
3秒前
Owen应助qaz111222采纳,获得10
4秒前
4秒前
小熊软糖完成签到,获得积分20
4秒前
5秒前
赵顺勇发布了新的文献求助10
5秒前
关钰完成签到,获得积分20
5秒前
田雨发布了新的文献求助10
5秒前
自然忆梅发布了新的文献求助10
6秒前
柑橘小桃酥完成签到,获得积分10
6秒前
pluto应助oil采纳,获得10
6秒前
7秒前
大圣来也完成签到 ,获得积分10
7秒前
8秒前
8秒前
hehe完成签到,获得积分10
8秒前
8秒前
8秒前
8秒前
箫笛发布了新的文献求助10
8秒前
李健的小迷弟应助嘿嘿采纳,获得10
9秒前
9秒前
李健的小迷弟应助周周采纳,获得10
9秒前
小蘑菇应助yy采纳,获得10
9秒前
Lin完成签到,获得积分20
10秒前
浪子完成签到,获得积分0
10秒前
bkagyin应助Gray采纳,获得10
10秒前
XF关闭了XF文献求助
10秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Modern Epidemiology, Fourth Edition 5000
Kinesiophobia : a new view of chronic pain behavior 5000
Molecular Biology of Cancer: Mechanisms, Targets, and Therapeutics 3000
Digital Twins of Advanced Materials Processing 2000
Weaponeering, Fourth Edition – Two Volume SET 2000
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 纳米技术 化学工程 生物化学 物理 计算机科学 内科学 复合材料 催化作用 物理化学 光电子学 电极 冶金 细胞生物学 基因
热门帖子
关注 科研通微信公众号,转发送积分 6017348
求助须知:如何正确求助?哪些是违规求助? 7602028
关于积分的说明 16155790
捐赠科研通 5165128
什么是DOI,文献DOI怎么找? 2764814
邀请新用户注册赠送积分活动 1746124
关于科研通互助平台的介绍 1635165