Electronic DNA Analysis of CSF Cell-free Tumor DNA to Quantify Multi-gene Molecular Response in Pediatric High-grade Glioma

被引:37
作者
Bruzek, Amy K. [1 ]
Ravi, Karthik [2 ]
Muruganand, Ashwath [2 ]
Wadden, Jack [3 ]
Babila, Clarissa May [2 ]
Cantor, Evan [2 ]
Tunkle, Leo [2 ]
Wierzbicki, Kyle [2 ]
Stallard, Stefanie [2 ]
Dickson, Robert P. [4 ]
Wolfe, Ian [2 ]
Mody, Rajen [2 ]
Schwartz, Jonathan [5 ]
Franson, Andrea [2 ]
Robertson, Patricia L. [2 ]
Muraszko, Karin M. [1 ]
Maher, Cormac O. [1 ]
Garton, Hugh J. L. [1 ]
Qin, Tingtin [6 ]
Koschmann, Carl [2 ]
机构
[1] Univ Michigan, Dept Neurosurg, Michigan Med, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Pediat, Michigan Med, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Comp Engn, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Internal Med, Michigan Med, Ann Arbor, MI 48109 USA
[5] Mayo Clin, Dept Pediat, Rochester, MN USA
[6] Univ Michigan, Michigan Med, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
关键词
STEREOTACTIC BIOPSY; CEREBROSPINAL-FLUID; BRAIN; METAANALYSIS; MUTATIONS; CHILDREN; H3F3A;
D O I
10.1158/1078-0432.CCR-20-2066
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Pediatric high-grade glioma (pHGG) diagnosis portends poor prognosis and therapeutic monitoring remains difficult. Tumors release cell-free tumor DNA (cf-tDNA) into cerebrospinal fluid (CSF), allowing for potential detection of tumor-associated mutations by CSF sampling. We hypothesized that direct, electronic analysis of cf-tDNA with a handheld platform (Oxford Nanopore MinION) could quantify patient-specific CSF cf-tDNA variant allele fraction (VAF) with improved speed and limit of detection compared with established methods. Experimental Design: We performed ultra-short fragment (100-200 bp) PCR amplification of cf-tDNA for clinically actionable alterations in CSF and tumor samples from patients with pHGG (n = 12) alongside nontumor CSF (n = 6). PCR products underwent rapid amplicon-based sequencing by Oxford Nanopore Technology (Nanopore) with quantification of VAF. Additional comparison to next-generation sequencing (NGS) and droplet digital PCR (ddPCR) was performed. Results: Nanopore demonstrated 85% sensitivity and 100% specificity in CSF samples (n = 127 replicates) with 0.1 femtomole DNA limit of detection and 12-hour results, all of which compared favorably with NGS. Multiplexed analysis provided concurrent analysis of H3.3A (H3F3A) and H3C2 (HIST1H3B) mutations in a nonbiopsied patient and results were confirmed by ddPCR. Serial CSF cf-tDNA sequencing by Nanopore demonstrated correlation of radiological response on a clinical trial, with one patient showing dramatic multi-gene molecular response that predicted long-term clinical response. Conclusions: Nanopore sequencing of ultra-short pHGG CSF cf-tDNA fragments is feasible, efficient, and sensitive with low-input samples thus overcoming many of the barriers restricting wider use of CSF cf-tDNA diagnosis and monitoring in this patient population.
引用
收藏
页码:6266 / 6276
页数:11
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