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环状 RNA 作为非侵入性液体活检生物标志物用于早期胃癌检测的诊断效能。

Diagnostic efficacy of circular RNAs as noninvasive, liquid biopsy biomarkers for early detection of gastric cancer.

机构信息

Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, 1218 S. Fifth Avenue, Monrovia, CA, 91016, USA.

Department of Gastroenterological Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan.

出版信息

Mol Cancer. 2022 Feb 9;21(1):42. doi: 10.1186/s12943-022-01527-7.

Abstract

BACKGROUND

Majority of gastric cancers (GC) are diagnosed at advanced stages which contributes towards their poor prognosis. In view of this clinical challenge, identification of non-invasive biomarker for early diagnosis is imperative. Herein, we aimed to develop a non-invasive, liquid-biopsy based assay by using circular RNAs (circRNAs) as molecular biomarkers for early detection of GC.

METHODS

We performed systematic biomarker discovery and validation of the candidate circRNAs in matched tissue specimens of GC and adjacent normal mucosa. Next, we translated the discovered circRNA based biomarker panel into serum samples in a training and validation cohort of GC patients (n = 194) and non-disease controls (n = 94) and evaluated their diagnostic performance. In addition, we measured the expression of circRNAs in serum samples of pre- and post-surgical GC patients and evaluated the specificity of circRNAs biomarker panel with respect to other gastro-intestinal (GI) malignancies.

RESULTS

We identified 10-circRNAs in the discovery phase with subsequent validation in a pilot cohort of GC tissue specimens. Using a training cohort of patients, we developed an 8-circRNA based risk-prediction model for the diagnosis of GC. We observed that our biomarker panel robustly discriminated GC patients from non-disease controls with an AUC of 0.87 in the training, and AUC of 0.83 in the validation cohort. Notably, the biomarker panel could robustly identify even early-stage GC patients, regardless of their tumor histology (diffuse vs. intestinal). The decreased expression of circRNAs in post-surgery serum specimens indicated their tumor-specificity and their potential source of origin in the systemic circulation.

CONCLUSIONS

We identified a panel of 8-circRNAs as non-invasive, liquid-biopsy biomarkers which might serve as potential diagnostic biomarkers for the early detection of GC.

摘要

背景

大多数胃癌(GC)在晚期诊断,这导致其预后较差。鉴于这一临床挑战,确定非侵入性的生物标志物进行早期诊断至关重要。在此,我们旨在开发一种非侵入性的液体活检方法,使用环状 RNA(circRNA)作为分子生物标志物,用于早期检测 GC。

方法

我们对 GC 组织标本和相邻正常黏膜中的候选 circRNA 进行了系统的生物标志物发现和验证。然后,我们将发现的基于 circRNA 的生物标志物面板转化为 GC 患者(n=194)和非疾病对照者(n=94)的训练和验证队列中的血清样本,并评估了其诊断性能。此外,我们还测量了术前和术后 GC 患者血清样本中 circRNAs 的表达,并评估了 circRNAs 生物标志物面板对其他胃肠(GI)恶性肿瘤的特异性。

结果

我们在发现阶段鉴定了 10 个 circRNA,随后在 GC 组织标本的试点队列中进行了验证。使用患者的训练队列,我们开发了一个基于 8 个 circRNA 的风险预测模型,用于 GC 的诊断。我们发现,我们的生物标志物面板能够稳健地区分 GC 患者和非疾病对照者,在训练队列中的 AUC 为 0.87,在验证队列中的 AUC 为 0.83。值得注意的是,该生物标志物面板甚至可以稳健地识别早期 GC 患者,而不论其肿瘤组织学(弥漫性与肠型)如何。术后血清标本中 circRNAs 的表达降低表明其肿瘤特异性及其在系统循环中的潜在来源。

结论

我们确定了一组 8 个 circRNA 作为非侵入性的液体活检生物标志物,它们可能作为 GC 早期检测的潜在诊断生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa3e/8826675/78ca1d071919/12943_2022_1527_Fig1_HTML.jpg

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