Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors

Gastrointestinal stromal tumors (GISTs) are mesenchymal malignancies characterized by a set of primary mutations mainly in KIT and PDGFRα. Secondary mutations conferring resistance to targeted therapeutic drugs also tend to arise along the course of clinical treatment. The presence of circulating tu...

Full description

Saved in:
Bibliographic Details
Main Author: Lim, Rebecca Rui Jia
Other Authors: Tan, Iain Bee Huat
Format: Final Year Project
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/64724
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-64724
record_format dspace
spelling sg-ntu-dr.10356-647242023-02-28T18:03:19Z Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors Lim, Rebecca Rui Jia Tan, Iain Bee Huat School of Biological Sciences A*STAR Genome Institute of Singapore DRNTU::Science::Biological sciences Gastrointestinal stromal tumors (GISTs) are mesenchymal malignancies characterized by a set of primary mutations mainly in KIT and PDGFRα. Secondary mutations conferring resistance to targeted therapeutic drugs also tend to arise along the course of clinical treatment. The presence of circulating tumor DNA in the blood may serve as a promising biomarker due to its biological specificity. This study aims to evaluate the analytical characteristics of developing a multiplexed bioassay that simultaneously detects primary and secondary mutations in plasma circulating cell-free DNA (ccfDNA). Patient-specific primer pairs were designed to amplify target regions along KIT and PDGFRα and tested for their functionality and specificity in multiplex PCR. Targeted multiplex PCR amplification followed by amplicon sequencing (Illumina MiSeq) of low-input tumor DNA (tDNA) dilutions and plasma ccfDNA samples were performed to evaluate the sensitivity of variant detection. Serial tDNA dilutions revealed a positive linear correlation (R-squared=0.86492) between the expected and observed variant allele frequencies observed after sequencing analysis. The sensitivity of detecting primary mutations in plasma ccfDNA was 62.5% and unknown secondary mutations were also detected. The results indicate that this assay could potentially be used as a minimally invasive clinical diagnostic tool. However, further downstream validation would be required. Bachelor of Science in Biological Sciences 2015-05-29T07:59:29Z 2015-05-29T07:59:29Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/64724 en Nanyang Technological University 44 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Science::Biological sciences
spellingShingle DRNTU::Science::Biological sciences
Lim, Rebecca Rui Jia
Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
description Gastrointestinal stromal tumors (GISTs) are mesenchymal malignancies characterized by a set of primary mutations mainly in KIT and PDGFRα. Secondary mutations conferring resistance to targeted therapeutic drugs also tend to arise along the course of clinical treatment. The presence of circulating tumor DNA in the blood may serve as a promising biomarker due to its biological specificity. This study aims to evaluate the analytical characteristics of developing a multiplexed bioassay that simultaneously detects primary and secondary mutations in plasma circulating cell-free DNA (ccfDNA). Patient-specific primer pairs were designed to amplify target regions along KIT and PDGFRα and tested for their functionality and specificity in multiplex PCR. Targeted multiplex PCR amplification followed by amplicon sequencing (Illumina MiSeq) of low-input tumor DNA (tDNA) dilutions and plasma ccfDNA samples were performed to evaluate the sensitivity of variant detection. Serial tDNA dilutions revealed a positive linear correlation (R-squared=0.86492) between the expected and observed variant allele frequencies observed after sequencing analysis. The sensitivity of detecting primary mutations in plasma ccfDNA was 62.5% and unknown secondary mutations were also detected. The results indicate that this assay could potentially be used as a minimally invasive clinical diagnostic tool. However, further downstream validation would be required.
author2 Tan, Iain Bee Huat
author_facet Tan, Iain Bee Huat
Lim, Rebecca Rui Jia
format Final Year Project
author Lim, Rebecca Rui Jia
author_sort Lim, Rebecca Rui Jia
title Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
title_short Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
title_full Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
title_fullStr Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
title_full_unstemmed Analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor DNA to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
title_sort analytical characteristics of developing a multiplexed bioassay using circulating cell-free tumor dna to simultaneously detect primary and secondary (acquired) mutations in patients with advanced gastrointestinal stromal tumors
publishDate 2015
url http://hdl.handle.net/10356/64724
_version_ 1759855002933788672