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Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency

Tumor specimens are often preserved as formalin-fixed paraffin-embedded (FFPE) tissue blocks, the most common clinical source for DNA sequencing. Herein, we evaluated the effect of pre-sequencing parameters to guide proper sample selection for targeted gene sequencing. Data from 113 FFPE lung tumor...

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Autores principales: Araujo, Luiz H., Timmers, Cynthia, Shilo, Konstantin, Zhao, Weiqiang, Zhang, Jianying, Yu, Lianbo, Natarajan, Thanemozhi G., Miller, Clinton J., Yilmaz, Ayse Selen, Liu, Tom, Amann, Joseph, Lapa e Silva, José Roberto, Ferreira, Carlos Gil, Carbone, David P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659597/
https://www.ncbi.nlm.nih.gov/pubmed/26605948
http://dx.doi.org/10.1371/journal.pone.0143092
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author Araujo, Luiz H.
Timmers, Cynthia
Shilo, Konstantin
Zhao, Weiqiang
Zhang, Jianying
Yu, Lianbo
Natarajan, Thanemozhi G.
Miller, Clinton J.
Yilmaz, Ayse Selen
Liu, Tom
Amann, Joseph
Lapa e Silva, José Roberto
Ferreira, Carlos Gil
Carbone, David P.
author_facet Araujo, Luiz H.
Timmers, Cynthia
Shilo, Konstantin
Zhao, Weiqiang
Zhang, Jianying
Yu, Lianbo
Natarajan, Thanemozhi G.
Miller, Clinton J.
Yilmaz, Ayse Selen
Liu, Tom
Amann, Joseph
Lapa e Silva, José Roberto
Ferreira, Carlos Gil
Carbone, David P.
author_sort Araujo, Luiz H.
collection PubMed
description Tumor specimens are often preserved as formalin-fixed paraffin-embedded (FFPE) tissue blocks, the most common clinical source for DNA sequencing. Herein, we evaluated the effect of pre-sequencing parameters to guide proper sample selection for targeted gene sequencing. Data from 113 FFPE lung tumor specimens were collected, and targeted gene sequencing was performed. Libraries were constructed using custom probes and were paired-end sequenced on a next generation sequencing platform. A PCR-based quality control (QC) assay was utilized to determine DNA quality, and a ratio was generated in comparison to control DNA. We observed that FFPE storage time, PCR/QC ratio, and DNA input in the library preparation were significantly correlated to most parameters of sequencing efficiency including depth of coverage, alignment rate, insert size, and read quality. A combined score using the three parameters was generated and proved highly accurate to predict sequencing metrics. We also showed wide read count variability within the genome, with worse coverage in regions of low GC content like in KRAS. Sample quality and GC content had independent effects on sequencing depth, and the worst results were observed in regions of low GC content in samples with poor quality. Our data confirm that FFPE samples are a reliable source for targeted gene sequencing in cancer, provided adequate sample quality controls are exercised. Tissue quality should be routinely assessed for pre-analytical factors, and sequencing depth may be limited in genomic regions of low GC content if suboptimal samples are utilized.
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spelling pubmed-46595972015-12-02 Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency Araujo, Luiz H. Timmers, Cynthia Shilo, Konstantin Zhao, Weiqiang Zhang, Jianying Yu, Lianbo Natarajan, Thanemozhi G. Miller, Clinton J. Yilmaz, Ayse Selen Liu, Tom Amann, Joseph Lapa e Silva, José Roberto Ferreira, Carlos Gil Carbone, David P. PLoS One Research Article Tumor specimens are often preserved as formalin-fixed paraffin-embedded (FFPE) tissue blocks, the most common clinical source for DNA sequencing. Herein, we evaluated the effect of pre-sequencing parameters to guide proper sample selection for targeted gene sequencing. Data from 113 FFPE lung tumor specimens were collected, and targeted gene sequencing was performed. Libraries were constructed using custom probes and were paired-end sequenced on a next generation sequencing platform. A PCR-based quality control (QC) assay was utilized to determine DNA quality, and a ratio was generated in comparison to control DNA. We observed that FFPE storage time, PCR/QC ratio, and DNA input in the library preparation were significantly correlated to most parameters of sequencing efficiency including depth of coverage, alignment rate, insert size, and read quality. A combined score using the three parameters was generated and proved highly accurate to predict sequencing metrics. We also showed wide read count variability within the genome, with worse coverage in regions of low GC content like in KRAS. Sample quality and GC content had independent effects on sequencing depth, and the worst results were observed in regions of low GC content in samples with poor quality. Our data confirm that FFPE samples are a reliable source for targeted gene sequencing in cancer, provided adequate sample quality controls are exercised. Tissue quality should be routinely assessed for pre-analytical factors, and sequencing depth may be limited in genomic regions of low GC content if suboptimal samples are utilized. Public Library of Science 2015-11-25 /pmc/articles/PMC4659597/ /pubmed/26605948 http://dx.doi.org/10.1371/journal.pone.0143092 Text en © 2015 Araujo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Araujo, Luiz H.
Timmers, Cynthia
Shilo, Konstantin
Zhao, Weiqiang
Zhang, Jianying
Yu, Lianbo
Natarajan, Thanemozhi G.
Miller, Clinton J.
Yilmaz, Ayse Selen
Liu, Tom
Amann, Joseph
Lapa e Silva, José Roberto
Ferreira, Carlos Gil
Carbone, David P.
Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title_full Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title_fullStr Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title_full_unstemmed Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title_short Impact of Pre-Analytical Variables on Cancer Targeted Gene Sequencing Efficiency
title_sort impact of pre-analytical variables on cancer targeted gene sequencing efficiency
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4659597/
https://www.ncbi.nlm.nih.gov/pubmed/26605948
http://dx.doi.org/10.1371/journal.pone.0143092
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