Hepatic Tumor Stiffness Measured by Shear Wave Elastography Is Prognostic for HCC Progression Following Treatment With Anti-PD-1 Antibodies Plus Lenvatinib: A Retrospective Analysis of Two Independent Cohorts

医学 内科学 肝细胞癌 列线图 肿瘤科 人口 伦瓦提尼 逻辑回归 胃肠病学 索拉非尼 环境卫生
作者
Guosheng Yuan,Fuli Xie,Yangda Song,Qi Li,Rong Li,Xiao Hu,Meirong Zang,Xiao Cheng,Guanting Lu,Jing Huang,Wenzhe Fan,Xiaoxiang Rong,Jian Sun,Jinzhang Chen
出处
期刊:Frontiers in Immunology [Frontiers Media]
卷期号:13 被引量:3
标识
DOI:10.3389/fimmu.2022.868809
摘要

Background The clinical significance of liver stiffness (LS) measured by shear wave elastography (SWE) in programmed cell death protein-1 (PD-1) inhibitors treated advanced hepatocellular carcinoma (HCC) patients remains unknown. This study aimed to explore the prognostic value of baseline LS by SWE prior to PD-1 inhibitor treatment in combination with lenvatinib. Methods We retrospectively evaluated patients (n=133) with HCC who received anti-PD-1 antibodies plus lenvatinib at two high-volume medical centres, between January 2020 and June 2021. Univariate and multivariate logistic regression analysis were used to develop a novel nomogram. RNA sequencing and immunohistochemical staining were used to assess the heterogeneity of biological and immune characteristics associated with tumor stiffness. Results The objective response rate (ORR) and disease control rate (DCR) of the whole population were 23.4% and 72.2%, respectively. A LS value of the baseline tumorous foci of 19.53 kPa had the maximum sum of sensitivity and specificity, making it the optimal cut-off value for predicting PD-1 inhibitor efficacy. The nomogram comprised baseline tumor LS and albumin-bilirubin grade (ALBI), which provided favorable calibration and discrimination in the training dataset with an AUC of 0.840 (95%CI: 0.750-0.931) and a C-index of 0.828. Further, it showed acceptable discrimination in the validation cohort, with an AUC of 0.827 (95%CI: 0.673-0.980) and C-index of 0.803. The differentially expressed genes enriched in high stiffness tumors were predominantly associated with metabolic pathways, while those enriched in low stiffness tumors were related to DNA damage repair. Furthermore, patients with high stiffness tumors had a relatively lower infiltration of immune cells and histone deacetylase pathway inhibitors were identified as candidate drugs to promote the efficacy of immunotherapy. Conclusions Baseline LS value of tumorous foci by SWE—that is, before administration of a PD-1 inhibitor in combination with lenvatinib—is a convenient predictor of PD-1 inhibitor efficacy in patients with advanced HCC, which has potential to be used for pretreatment stratification to optimize treatment of advanced HCC.

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
Autumn完成签到,获得积分10
刚刚
rosa发布了新的文献求助10
1秒前
Orange应助球球子采纳,获得10
2秒前
辣椒油完成签到,获得积分10
2秒前
蓝天发布了新的文献求助10
3秒前
3秒前
4秒前
4秒前
Miki完成签到,获得积分10
8秒前
10秒前
自然如冰完成签到,获得积分10
10秒前
健忘的雨安完成签到,获得积分10
11秒前
13秒前
包子完成签到,获得积分10
14秒前
wz完成签到,获得积分10
14秒前
顽强的火锅完成签到,获得积分10
14秒前
rosa完成签到,获得积分10
15秒前
梁钋瑞完成签到 ,获得积分10
15秒前
发100篇sci完成签到,获得积分10
18秒前
摸鱼大王完成签到 ,获得积分10
20秒前
开心苠发布了新的文献求助10
20秒前
羡羡发布了新的文献求助10
21秒前
yibo完成签到,获得积分10
24秒前
膜法师完成签到,获得积分10
27秒前
123完成签到,获得积分10
27秒前
Sisyphus发布了新的文献求助10
29秒前
叶子完成签到 ,获得积分10
31秒前
echo完成签到,获得积分10
31秒前
阔达的石头完成签到 ,获得积分10
34秒前
42秒前
蓝天发布了新的文献求助30
43秒前
开心苠完成签到,获得积分10
44秒前
wtbxsjy完成签到,获得积分10
44秒前
隐形曼青应助Wuxxi采纳,获得10
44秒前
xqn发布了新的文献求助10
46秒前
长得像杨蕃完成签到,获得积分10
48秒前
毅颗橘子完成签到,获得积分10
48秒前
jjy发布了新的文献求助10
49秒前
50秒前
刮刮粉儿完成签到,获得积分10
51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
PowerCascade: A Synthetic Dataset for Cascading Failure Analysis in Power Systems 2000
Picture this! Including first nations fiction picture books in school library collections 1500
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Photodetectors: From Ultraviolet to Infrared 500
Cancer Targets: Novel Therapies and Emerging Research Directions (Part 1) 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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6359486
求助须知:如何正确求助?哪些是违规求助? 8173484
关于积分的说明 17214544
捐赠科研通 5414555
什么是DOI,文献DOI怎么找? 2865497
邀请新用户注册赠送积分活动 1842839
关于科研通互助平台的介绍 1691052