A noninvasive and highly efficient epigenetic predictive model for efficacy of the GOLP regimen in patients with intrahepatic cholangiocarcinoma

肝内胆管癌 表观遗传学 养生 医学 内科学 肿瘤科 胃肠病学 癌症研究 生物 遗传学 基因
作者
Xian‐Long Meng,Jia‐Cheng Lu,Xiaoyong Huang,Yixiang Shi,Lei Yu,Xiaojun Guo,Pei Pu,Zhiqiang Hu,S. Hu,Mu Ye,Xiaolong Cui,Liang Chen,Jiabin Cai,Qi‐Man Sun,Ying‐Hao Shen,Qiang Gao,Xiaolan Wang,Chuan He,Jian Zhou,Jia Fan
出处
期刊:Cancer Letters [Elsevier BV]
卷期号:630: 217911-217911
标识
DOI:10.1016/j.canlet.2025.217911
摘要

The GOLP regimen (Gemcitabine, Oxaliplatin, Lenvatinib and anti-PD1 antibody) has been a promising first-line treatment for advanced intrahepatic cholangiocarcinoma (iCCA). A noninvasive tool to predict the response to GOLP regimen is needed for clinical practice. In this study, 188 cell-free DNA samples were collected before each cycle and after the third cycle (P0 to P3) from 47 iCCA patients receiving GOLP regimen. Genome-wide 5-hydroxymethylcytosine (5hmC) profiles of samples were generated by 5hmC-Seal. Tumor response was assessed per Response Evaluation Criteria in Solid Tumors 1.1. Differential and functional analyses revealed that cell proliferation and malignancies associated pathways exhibited higher 5hmC level in poor responders at P1. Immune response related pathways presented higher 5hmC level in good responders at P2. Patients were split into training and validation cohorts by simple randomization at a ratio of 2:1 and a 5-features weighted predictive (wp-) model showing an area under the curve of 0.967 in the validation samples was constructed by machine learning. The model-derived wp-scores showed an opposite trend between good responders and poor responders from P0 to P3. In conclusion, our study identified novel epigenetic modifications and pathways across treatment process to reflect response to the GOLP regimen for iCCA patients. We developed a highly sensitive and specific 5hmC-based 5-features predictive model for GOLP treatment, holding the promise as a noninvasive tool for precision care of iCCA patients.
最长约 10秒,即可获得该文献文件

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
xxx关注了科研通微信公众号
1秒前
1秒前
嘻嘻嘻完成签到,获得积分10
1秒前
lyxxll完成签到,获得积分10
3秒前
酷波er应助cwt采纳,获得10
3秒前
Lynn完成签到,获得积分10
3秒前
_hyl完成签到,获得积分10
4秒前
4秒前
6秒前
6秒前
木樱发布了新的文献求助10
7秒前
8秒前
astral完成签到,获得积分10
8秒前
晚风发布了新的文献求助10
11秒前
震动的Eppendof完成签到,获得积分10
12秒前
xxx发布了新的文献求助10
13秒前
Georgechan完成签到,获得积分10
14秒前
尘洛辰完成签到 ,获得积分10
14秒前
今后应助小兰采纳,获得10
15秒前
16秒前
17秒前
18秒前
hgrhgr完成签到,获得积分10
19秒前
19秒前
小毛驴发布了新的文献求助30
19秒前
林鸭完成签到,获得积分20
20秒前
21秒前
江舁完成签到 ,获得积分10
21秒前
殷勤的紫槐应助Alex采纳,获得200
21秒前
molihuakai应助大力思萱采纳,获得10
22秒前
Owen应助Ww采纳,获得10
22秒前
乐乐应助柯比克柯采纳,获得40
22秒前
hhhh发布了新的文献求助10
22秒前
jery完成签到,获得积分10
22秒前
小愚完成签到,获得积分10
23秒前
23秒前
TGM_Hedwig发布了新的文献求助10
23秒前
_hyl发布了新的文献求助10
23秒前
SciGPT应助cyan采纳,获得10
23秒前
23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
Autoparametric Resonance in Mechanical Systems 1000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7669764
求助须知:如何正确求助?哪些是违规求助? 9237676
关于积分的说明 19889401
捐赠科研通 7239026
什么是DOI,文献DOI怎么找? 3284433
关于科研通互助平台的介绍 2443098
邀请新用户注册赠送积分活动 2286278