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
松林发布了新的文献求助10
2秒前
3秒前
灵巧代柔完成签到,获得积分10
5秒前
chichenglin完成签到 ,获得积分0
5秒前
星辰大海应助Canma采纳,获得10
6秒前
松林发布了新的文献求助10
7秒前
困死了完成签到,获得积分20
7秒前
Bond完成签到 ,获得积分10
8秒前
8秒前
小蘑菇应助Heart采纳,获得10
9秒前
松林发布了新的文献求助10
10秒前
11秒前
12秒前
松林发布了新的文献求助10
13秒前
13秒前
13秒前
13秒前
zgaolei完成签到,获得积分10
16秒前
17秒前
松林发布了新的文献求助10
17秒前
哈哈哈发布了新的文献求助30
17秒前
古月完成签到,获得积分10
17秒前
yinhuan完成签到 ,获得积分10
19秒前
orange完成签到,获得积分10
20秒前
20秒前
领导范儿应助134345采纳,获得10
20秒前
plh完成签到,获得积分10
21秒前
NexusExplorer应助松林采纳,获得10
21秒前
Canma完成签到 ,获得积分10
22秒前
俺寻思者完成签到,获得积分10
22秒前
清酒发布了新的文献求助10
23秒前
翊然甜周完成签到,获得积分10
23秒前
万能图书馆应助学学学采纳,获得10
23秒前
斯文败类应助哈哈哈采纳,获得10
24秒前
搜集达人应助松林采纳,获得10
24秒前
性感母蟑螂完成签到 ,获得积分10
24秒前
松林发布了新的文献求助10
25秒前
内向汽车完成签到,获得积分10
25秒前
000完成签到 ,获得积分10
26秒前
负责灵萱完成签到 ,获得积分10
27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
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Photodetectors: From Ultraviolet to Infrared 500
On the Dragon Seas, a sailor's adventures in the far east 500
Yangtze Reminiscences. Some Notes And Recollections Of Service With The China Navigation Company Ltd., 1925-1939 500
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 6355899
求助须知:如何正确求助?哪些是违规求助? 8170705
关于积分的说明 17201742
捐赠科研通 5411923
什么是DOI,文献DOI怎么找? 2864426
邀请新用户注册赠送积分活动 1841925
关于科研通互助平台的介绍 1690226