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基于液体活检的蛋白生物标志物用于胆管癌的风险预测、早期诊断和预后评估。

Liquid biopsy-based protein biomarkers for risk prediction, early diagnosis, and prognostication of cholangiocarcinoma.

机构信息

Department of Liver and Gastrointestinal Diseases, Biodonostia Health Research Institute - Donostia University Hospital, University of the Basque Country (UPV/EHU), San Sebastian, Spain.

Proteomics Platform, CIC BioGUNE, Basque Research and Technology Alliance (BRTA), ProteoRed ISCIII, Bizkaia Science and Technology Park, Derio, Spain; National Institute for the Study of Liver and Gastrointestinal Diseases (CIBERehd), ISCIII, Madrid, Spain.

出版信息

J Hepatol. 2023 Jul;79(1):93-108. doi: 10.1016/j.jhep.2023.02.027. Epub 2023 Mar 1.

Abstract

BACKGROUND & AIMS: Cholangiocarcinoma (CCA), heterogeneous biliary tumours with dismal prognosis, lacks accurate early diagnostic methods especially important for individuals at high-risk (i.e. those with primary sclerosing cholangitis [PSC]). Here, we searched for protein biomarkers in serum extracellular vesicles (EVs).

METHODS

EVs from patients with isolated PSC (n = 45), concomitant PSC-CCA (n = 44), PSC who developed CCA during follow-up (PSC to CCA; n = 25), CCAs from non-PSC aetiology (n = 56), and hepatocellular carcinoma (n = 34) and healthy individuals (n = 56) were characterised by mass spectrometry. Diagnostic biomarkers for PSC-CCA, non-PSC CCA, or CCAs regardless of aetiology (Pan-CCAs) were defined and validated by ELISA. Their expression was evaluated in CCA tumours at a single-cell level. Prognostic EV biomarkers for CCA were investigated.

RESULTS

High-throughput proteomics of EVs identified diagnostic biomarkers for PSC-CCA, non-PSC CCA, or Pan-CCA, and for the differential diagnosis of intrahepatic CCA and hepatocellular carcinoma, which were cross-validated by ELISA using total serum. Machine learning-based algorithms disclosed CRP/FIBRINOGEN/FRIL for the diagnosis of PSC-CCA (local disease [LD]) vs. isolated PSC (AUC = 0.947; odds ratio [OR] =36.9) and, combined with carbohydrate antigen 19-9, overpowers carbohydrate antigen 19-9 alone. CRP/PIGR/VWF allowed the diagnosis of LD non-PSC CCAs vs. healthy individuals (AUC = 0.992; OR = 387.5). It is noteworthy that CRP/FRIL accurately diagnosed LD Pan-CCA (AUC = 0.941; OR = 89.4). Levels of CRP/FIBRINOGEN/FRIL/PIGR showed predictive capacity for CCA development in PSC before clinical evidence of malignancy. Multi-organ transcriptomic analysis revealed that serum EV biomarkers were mostly expressed in hepatobiliary tissues, and single-cell RNA sequencing and immunofluorescence analysis of CCA tumours showed their presence mainly in malignant cholangiocytes. Multivariable analysis unveiled EV prognostic biomarkers, with COMP/GNAI2/CFAI and ACTN1/MYCT1/PF4V associated negatively and positively with patients' survival, respectively.

CONCLUSIONS

Serum EVs contain protein biomarkers for the prediction, early diagnosis, and prognostication of CCA that are detectable using total serum, representing a tumour cell-derived liquid biopsy tool for personalised medicine.

IMPACT AND IMPLICATIONS

The accuracy of current imaging tests and circulating tumour biomarkers for cholangiocarcinoma (CCA) diagnosis is far from satisfactory. Most CCAs are considered sporadic, although up to 20% of patients with primary sclerosing cholangitis (PSC) develop CCA during their lifetime, constituting a major cause of PSC-related death. This international study has proposed protein-based and aetiology-related logistic models with predictive, diagnostic, or prognostic capacities by combining two to four circulating protein biomarkers, moving a step forward into personalised medicine. These novel liquid biopsy tools may allow the (i) easy and non-invasive diagnosis of sporadic CCAs, (ii) identification of patients with PSC with higher risk for CCA development, (iii) establishment of cost-effective surveillance programmes for the early detection of CCA in high-risk populations (e.g. PSC), and (iv) prognostic stratification of patients with CCA, which, altogether, may increase the number of cases eligible for potentially curative options or to receive more successful treatments, decreasing CCA-related mortality.

摘要

背景与目的

胆管癌(CCA)是一种异质性的胆道肿瘤,预后较差,缺乏特别重要的早期诊断方法,尤其是对高危人群(即原发性硬化性胆管炎[PSC]患者)。在此,我们在血清细胞外囊泡(EV)中寻找蛋白生物标志物。

方法

我们对 45 例单纯 PSC、44 例PSC 合并 CCA、25 例PSC 随访期间发生 CCA(PSC 转 CCA)、56 例非PSC 病因 CCA、34 例肝细胞癌和 56 例健康个体的 EV 进行了质谱分析。通过 ELISA 定义和验证了用于诊断 PSC-CCA、非 PSC CCA 或 Pan-CCA 的诊断生物标志物,并在单细胞水平上评估了 CCA 肿瘤中的表达。还研究了 CCA 的预后 EV 生物标志物。

结果

EV 的高通量蛋白质组学鉴定了用于诊断 PSC-CCA、非 PSC CCA 或 Pan-CCA 的诊断生物标志物,以及用于鉴别肝内 CCA 和肝细胞癌的诊断生物标志物,通过使用总血清的 ELISA 进行了交叉验证。基于机器学习的算法揭示了 CRP/FIBRINOGEN/FRIL 用于诊断 PSC-CCA(局部疾病[LD])与单纯 PSC(AUC=0.947;OR=36.9),并与 CA19-9 联合使用,超过了 CA19-9 单独使用。CRP/PIGR/VWF 可用于诊断 LD 非 PSC CCA 与健康个体(AUC=0.992;OR=387.5)。值得注意的是,CRP/FRIL 可准确诊断 LD Pan-CCA(AUC=0.941;OR=89.4)。CRP/FIBRINOGEN/FRIL/PIGR 水平在 PSC 发生恶性肿瘤之前具有预测 CCA 发展的能力。多器官转录组分析显示,血清 EV 生物标志物主要在肝胆组织中表达,CCA 肿瘤的单细胞 RNA 测序和免疫荧光分析显示其主要存在于恶性胆管细胞中。多变量分析揭示了 EV 预后生物标志物,其中 COMP/GNAI2/CFAI 和 ACTN1/MYCT1/PF4V 分别与患者的生存呈负相关和正相关。

结论

血清 EV 包含用于预测、早期诊断和预测 CCA 的蛋白生物标志物,可使用总血清进行检测,是一种用于个体化医疗的肿瘤细胞衍生的液体活检工具。

影响和意义

目前成像检查和循环肿瘤生物标志物对胆管癌(CCA)的诊断准确性远不能令人满意。大多数 CCA 被认为是散发性的,尽管多达 20%的原发性硬化性胆管炎(PSC)患者在其一生中会发展为 CCA,这是 PSC 相关死亡的主要原因。这项国际研究提出了基于蛋白质和病因的逻辑模型,具有预测、诊断或预后能力,可将两种至四种循环蛋白生物标志物结合使用,朝着个体化医疗迈进了一步。这些新的液体活检工具可能使(i)容易且非侵入性地诊断散发性 CCA,(ii)识别具有更高 CCA 发展风险的 PSC 患者,(iii)为高危人群(如 PSC)建立具有成本效益的早期检测 CCA 的监测计划,以及(iv)对 CCA 患者进行预后分层,这可能会增加有资格接受潜在治愈性治疗或接受更成功治疗的病例数量,降低 CCA 相关死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5872/10292605/87043243cf82/ga1.jpg

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