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肿瘤纯度独立分型(PurIST)胰腺癌分类器:一种区分基底型和经典型亚型的 16 个 RNA 表达特征的分析验证。

Purity Independent Subtyping of Tumors (PurIST) Pancreatic Cancer Classifier: Analytic Validation of a 16-RNA Expression Signature Distinguishing Basal and Classical Subtypes.

机构信息

Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina; Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina.

Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, North Carolina.

出版信息

J Mol Diagn. 2024 Nov;26(11):962-970. doi: 10.1016/j.jmoldx.2024.07.002. Epub 2024 Aug 22.

Abstract

The two major molecular subtypes of pancreatic adenocarcinoma reportedly have differential response to FOLFIRINOX-based therapy. To promote rapid assignment of basal versus classical subtypes, an array-based single-sample classifier assay was developed and applied to 74 formalin-fixed, paraffin-embedded biopsy or resection specimens of known subtype based on transcriptomics. The Purity Independent Subtyping of Tumors (PurIST) algorithm assigns subtype based on relative expression of 16 RNAs counted by RNA sequencing (RNAseq) versus more practical array-based NanoString nCounter Elements XT technology. Subtype calls were largely concordant between RNAseq and array methods (72/74, 97% agreement). Compared with the lengthy RNAseq protocol, the array-based assay takes just 3 working days to analyze, permitting rapid reporting of tumor subtype. In conclusion, the PurIST pancreatic cancer classifier has robust performance to classify pancreatic adenocarcinoma into basal versus classical subtypes. Clinical validation studies are underway to evaluate outcome in patients whose standard-of-care chemotherapy regimen is selected on the basis of rapid subtype assignment (NCT04683315).

摘要

据报道,胰腺腺癌的两个主要分子亚型对基于 FOLFIRINOX 的治疗有不同的反应。为了促进基底型与经典型亚型的快速分配,开发了一种基于阵列的单样本分类器检测方法,并应用于基于转录组学的 74 份已知亚型的福尔马林固定、石蜡包埋活检或切除标本。基于 RNA 测序(RNAseq)计数的相对表达,Purity Independent Subtyping of Tumors(PurIST)算法分配亚型(RNAseq),而不是更实用的基于阵列的 NanoString nCounter Elements XT 技术。RNAseq 和阵列方法之间的亚型调用基本一致(72/74,97%的一致性)。与冗长的 RNAseq 方案相比,基于阵列的检测方法仅需 3 个工作日即可分析,可快速报告肿瘤亚型。总之,PurIST 胰腺癌分类器具有良好的性能,可将胰腺腺癌分为基底型与经典型亚型。正在进行临床验证研究,以评估基于快速亚型分配的标准治疗化疗方案选择的患者的结果(NCT04683315)。

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本文引用的文献

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Clinical Impact of Molecular Subtyping of Pancreatic Cancer.胰腺癌分子分型的临床影响
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