Identification of novel phosphoproteomic biomarkers in patients with advanced hepatocellular carcinoma (HCC).

肝细胞癌 医学 生物标志物 肝硬化 癌症 Glypican 3型 内科学 肿瘤科 生物标志物发现 脂肪变性 癌症研究 蛋白质组学 病理 生物 基因 生物化学
作者
Debashis Sarker,Federico Pedicona,Yoh Zen,Weronika E. Borek,Shirin Elizabeth Khorsandi,Josie A. Christopher,Christina Karampera,Thomas Dowe,Nigel Heaton,Pedro R. Cutillas,Arran Dokal,David J. Britton
出处
期刊:Journal of Clinical Oncology [Lippincott Williams & Wilkins]
卷期号:41 (16_suppl): e15155-e15155
标识
DOI:10.1200/jco.2023.41.16_suppl.e15155
摘要

e15155 Background: HCC is one of the leading causes of cancer deaths worldwide. Despite increasing systemic therapy options for patients with advanced HCC, there are currently no predictive biomarkers to guide therapy selection. Phosphoproteomics has been successfully used to identify accurate predictive biomarkers in other cancers from frozen clinical samples (Dokal et al., 2021 ASCO Annual Meeting). In this study, we test the feasibility of biomarker discovery using phospho- and whole-proteomics analyses on formalin fixed and paraffin embedded (FFPE) tru-cut liver biopsies from patients with HCC. Methods: FFPE tru-cut biopsies (n = 29) were obtained from separate cohorts of 15 HCC patients [tumor (T)] and 14 patients with chronic liver disease with varying levels of cirrhosis, fibrosis or steatosis but without cancer [non-tumor (NT)]. T samples were from advanced HCC patients with varied aetiology (chronic viral hepatitis, alcohol or NAFLD). Proteins were extracted from 10 x 10µm sections; crosslinks reversed before digestion to peptides; and multiple clean-up/enrichment steps before analysis. Peptides were quantified by mass spectrometry and performance assessed using multi-variate and enrichment analyses. Results: Overall, 4978 phosphopeptides and 3721 proteins were quantified across all samples. Multi-variate analyses based on the relative expression of phosphopeptides or proteins showed a clear separation between T and NT samples, as well as phenotype-distinct separation (i.e according to differentiation) within the T group. Subsequent testing also verified that the method could reproducibly measure these HCC-differentiating phosphorylation sites (and proteins). Proteins associated with HCC were regulated as expected in T vs NT, e.g. ASS1 (log2-fold change (FC) = -1.75, p < 0.001), BDH2 (log2-FC = -1.97, p < 0.001). Known drug targets were found to be significantly upregulated in poorly-differentiated HCC, e.g. PARP1 (log2-FC = 1.7, p < 0.001) and AKT1 (log2-FC = 1.5, p < 0.001), as well as previously described phosphorylation sites, e.g. p-CDK1 T14 (log2-FC = 5.95, p = 0.007) and p-MCM2 S139 (log2-FC = 2.98, p = 0.046). Kinase substrate enrichment analysis (Casado et al., Science Signaling 2013) showed increased activity for several kinases in T vs NT, including A-RAF (z-score = 3.2, p < 0.001), MAPK3 (z-score = 2.1, p = 0.022) and TNK2 (z-score = 2.1, p = 0.003). Conclusions: We successfully adapted (phospho-)proteomics to FFPE tru-cut biopsy specimens, enabling reproducible identification of novel and known (phospho-)proteins that distinguished differentiation status. A prospective study utilising this phosphoproteomic analysis pipeline is now underway, recruiting patients with advanced HCC receiving first line standard of care therapy with immune checkpoint inhibitor combinations or tyrosine kinase inhibitors to identify potential predictive biomarkers of response.

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
hhrg完成签到,获得积分10
1秒前
空空完成签到,获得积分10
3秒前
feitanmbio完成签到,获得积分10
4秒前
科研通AI6.4应助zyt采纳,获得10
4秒前
CC完成签到 ,获得积分10
6秒前
星辰大海应助外科老白采纳,获得10
8秒前
8秒前
9秒前
10秒前
英姑应助罗才宇采纳,获得10
10秒前
13秒前
13秒前
彭凯发布了新的文献求助10
13秒前
灵巧幻露完成签到,获得积分10
15秒前
15秒前
邹鋬发布了新的文献求助10
15秒前
hudu发布了新的文献求助30
16秒前
18秒前
18秒前
科研通AI2S应助li采纳,获得10
19秒前
Kyone完成签到,获得积分10
19秒前
小鱼完成签到 ,获得积分10
19秒前
外科老白发布了新的文献求助10
21秒前
Akim应助彭凯采纳,获得10
22秒前
23秒前
25秒前
Only完成签到 ,获得积分10
25秒前
28秒前
华仔应助铃铛采纳,获得80
28秒前
29秒前
zp560应助mxy126354采纳,获得200
29秒前
ccxr发布了新的文献求助10
33秒前
Indexxx发布了新的文献求助10
33秒前
YHL发布了新的文献求助10
33秒前
33秒前
34秒前
虚拟的棉花糖完成签到,获得积分10
34秒前
36秒前
zyy发布了新的文献求助10
37秒前
壮观道罡完成签到,获得积分10
38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
Various Faces of Animal Metaphor in English and Polish 800
Signals, Systems, and Signal Processing 610
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 6354092
求助须知:如何正确求助?哪些是违规求助? 8169101
关于积分的说明 17196078
捐赠科研通 5410215
什么是DOI,文献DOI怎么找? 2863906
邀请新用户注册赠送积分活动 1841349
关于科研通互助平台的介绍 1689961