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驱动甲状腺肿瘤发生和进展的染色质可及性微小RNA调控子

Chromatin-Accessible miRNA Regulons Driving Thyroid Tumorigenesis and Progression.

作者信息

Toraih Eman A, Ruiz Emmanuelle, Ning Bo, Tortelote Giovane G, Hilliard Sylvia, Moroz Krzysztof, Hu Tony, Fawzy Manal S, Kandil Emad

机构信息

From the Division of General Endocrine and Oncologic Surgery, Department of Surgery (Toraih, Kandil), Tulane University School of Medicine, New Orleans, LA.

the Medical Genetics Unit, Department of Histology and Cell Biology (Toraih); Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, and Suez Canal University, Ismailia, Egypt.

出版信息

J Am Coll Surg. 2023 Apr 1;236(4):732-750. doi: 10.1097/XCS.0000000000000541. Epub 2023 Jan 11.

Abstract

BACKGROUND

Although papillary thyroid cancer can remain indolent, associated lymph node metastases and recurrence rates are approximately 50% and 20%, respectively. Omics-based medicine has led to the discovery of predictive biomarkers that can be used to predict tumor progression and clinical outcomes. We aimed to develop a noninvasive omics-driven blood test to allow accurate risk stratification and help tailor individual patient treatment plans.

STUDY DESIGN

RNA sequencing (seq) and microRNA analysis of The Cancer Genome Atlas and Gene Expression Omnibus datasets were employed to identify an epigenetic prognostic panel. Integrated bulk assay for transposase-accessible chromatin-seq and RNA-seq experiments confirmed the results. Sixty-two paired tumor and adjacent control thyroid tissues and 67 blood samples (62 papillary thyroid cancer and 5 controls) were analyzed for validation using sequencing and real-time polymerase chain reaction and correlated to clinical outcomes. A liposome-exosome fusion clustered regularly interspaced short palindromic repeats (CRISPR)-fluorescent detection system miRNA assay was developed. A predictive risk nomogram was generated and tested for performance.

RESULTS

Our miRNA panel (miR-146b-5p and miR-221-3p) from tissue and blood was associated with aggressive features and was located within accessible chromatin regions. The miRNA risk score and prognostic nomogram showed higher accuracy in predicting lymph node metastases (miR-146b: area under the curve [AUC] 0.816, sensitivity 76.9%; miR-221: AUC 0.740, sensitivity 79.5%) and recurrence (miR-146b: AUC 0.921, sensitivity 75.0%; miR-221: AUC 0.756, sensitivity 70.0%; p < 0.001) than staging and American Thyroid Association risk stratification. CRISPR-based miRNA assays showed upregulation in the blood of cancer cohorts.

CONCLUSIONS

CRISPR-based detection of miR-146b and miR-221 in the blood of thyroid cancer patients is a reliable and noninvasive tool for real-time assessment and prognostication that has great potential to provide a direct impact on the care of these patients.

摘要

背景

尽管甲状腺乳头状癌可能进展缓慢,但其相关淋巴结转移率和复发率分别约为50%和20%。基于组学的医学已促使发现了可用于预测肿瘤进展和临床结果的预测性生物标志物。我们旨在开发一种非侵入性的基于组学的血液检测方法,以实现准确的风险分层,并帮助制定个体化的患者治疗方案。

研究设计

利用癌症基因组图谱和基因表达综合数据库的RNA测序(seq)和微小RNA分析来确定一个表观遗传预后指标。转座酶可及染色质-seq和RNA-seq实验的综合批量检测证实了结果。使用测序和实时聚合酶链反应对62对肿瘤及相邻对照甲状腺组织和67份血液样本(62份甲状腺乳头状癌样本和5份对照样本)进行分析以进行验证,并将其与临床结果相关联。开发了一种脂质体-外泌体融合的成簇规律间隔短回文重复序列(CRISPR)-荧光检测系统微小RNA检测方法。生成了一个预测风险列线图并对其性能进行测试。

结果

我们从组织和血液中获得的微小RNA指标(miR-146b-5p和miR-221-3p)与侵袭性特征相关,且位于可及染色质区域内。微小RNA风险评分和预后列线图在预测淋巴结转移(miR-146b:曲线下面积[AUC]为0.816,敏感性为76.9%;miR-221:AUC为0.740,敏感性为79.5%)和复发(miR-146b:AUC为0.921,敏感性为75.0%;miR-221:AUC为0.756,敏感性为70.0%;p<0.001)方面比分期和美国甲状腺协会风险分层具有更高的准确性。基于CRISPR的微小RNA检测显示癌症队列血液中这些指标上调。

结论

基于CRISPR检测甲状腺癌患者血液中的miR-146b和miR-221是一种可靠的非侵入性工具,可用于实时评估和预后判断,对这些患者的治疗具有巨大的潜在直接影响作用。

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