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  • 1
    Online Resource
    Online Resource
    Wiley ; 2004
    In:  Drug Development Research Vol. 62, No. 2 ( 2004-06), p. 151-158
    In: Drug Development Research, Wiley, Vol. 62, No. 2 ( 2004-06), p. 151-158
    Abstract: Measurements of the number of copies of DNA or mRNA with the quantitative polymerase chain reaction (qPCR) have transformed the drug development process. This transformation is driven by the information these measurements have contributed for a better understanding of the molecular definition of disease and of the mechanisms of efficacy and toxicity for new drugs. As this information is translated into accurate genomic biomarkers of efficacy and toxicity, drug development processes supported by these measurements are becoming more efficient. This transformation is exemplified in the conversion of P450 enzyme activity measurements to gene expression in drug metabolism studies, the measurement of cytokine and chemokine genomic expression levels as clinical markers, and the identification and evaluation of genomic biomarkers of nephrotoxicity. A good understanding of factors affecting qPCR measurements can simplify their implementation, as will high‐throughput platforms for these assays. Drug Dev. Res. 62:151–158, 2004. © 2004 Wiley‐Liss, Inc.
    Type of Medium: Online Resource
    ISSN: 0272-4391 , 1098-2299
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2004
    detail.hit.zdb_id: 1500191-X
    SSG: 15,3
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  • 2
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 76, No. 14_Supplement ( 2016-07-15), p. 2712-2712
    Abstract: Cancer tumor profiling by targeted resequencing of actionable cancer genes is rapidly becoming the standard approach for selecting targeted therapies and clinical trials in refractory cancer patients. In this clinical scenario, a tumor sample is obtained from an FFPE block and sequenced by targeted next-generation sequencing (NGS) to uncover actionable somatic mutations in relevant cancer genes. Some of the challenges that arise in analyzing tumor-derived NGS data include distinguishing between somatic and germline variants in the absence of normal tissue data, recognizing pathogenic germline variants, and identifying sequencing errors (which occur at about 0.5% rate). Additional challenges arise when considering other clinical applications of NGS such as sequencing cell-free tumor DNA (cf-DNA) from plasma samples to monitor disease response or disease recurrence. Here we present a principled approach to identify both single-nucleotide and small insertion/deletion somatic mutations and germline variants from NGS data of tumor tissue that leverages the allelic fraction patterns in tumors and prior information from external databases through the use of a Bayesian Network algorithm. Our approach allows us to score each putative mutation or variant with respect to its probability of belonging to each variant class, versus classification as a sequencing error. The method enables the joint calling of related samples form the same patient, such as cases where a cf-DNA sample and primary tumor sample are both profiled improving sensitivity and specificity. We validated our method by analyzing data obtained with the TOMA OS-Seq targeted sequencing RUO assay for 98 cancer genes from a mixture of well-known genomes, patient case triads (where normal, tumor and cf-DNA are available), and a retrospective analysis of tumor patient data that underwent clinical tumor profiling for therapy selection. Citation Format: Francisco M. De La Vega, Ryan T. Koehler, Yannick Pouliot, Yosr Bouhlal, Austin So, Federico Goodsaid, Sean Irvine, Len Trigg, Lincoln Nadauld. Joint somatic mutation and germline variant identification and scoring from tumor molecular profiling and ct-DNA monitoring of cancer patients by high-throughput sequencing. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 2712.
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2016
    detail.hit.zdb_id: 2036785-5
    detail.hit.zdb_id: 1432-1
    detail.hit.zdb_id: 410466-3
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  • 3
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 77, No. 13_Supplement ( 2017-07-01), p. 4019-4019
    Abstract: Next Generation Sequencing is increasingly implemented as a diagnostic test to identify actionable mutations in cancer patient samples. However, for routine diagnostics, tumor DNA is extracted from formalin-fixed, paraffin-embedded (FFPE) samples, which yields low quantity of damaged DNA. Inability to accurately repair the ends of these DNA fragments impairs adapter ligation by standard double stranded ligation methods. The resulting low yield of adapter-ligated DNA introduces the need for whole-genome PCR amplification prior to target capture. The drawback of such PCR amplification is the introduction of PCR biases, causing reduced sensitivity in the detection of copy number alterations (CNAs), an important biomarker for targeted therapy. To address the need for a library preparation platform that performs well with low quality and quantity DNA, and without relying on massive PCR amplification, we developed an improved, in-solution, version the OS-Seq targeted enrichment assay. OS-Seq circumvents the reliance on PCR amplification by using a single-stranded adapter ligation approach. Damaged bases induced by formalin fixation are removed by excision instead of attempting repair, and then DNA is denatured prior to adapter ligation. This method of adapter ligation result in yields of ~50% for low quality samples, eliminating the need for whole genome PCR. OS-Seq directly uses the adapter-ligated DNA in a linear targeted primer-extension, followed by low-cycle post-capture PCR expansion with Illumina bridge-PCR primers prior to library sequencing. We investigated the PCR duplication rate of the OS-Seq libraries by including an 11-mer random barcode to track unique molecules. We found that most input molecules were present in the sequencing reads at only one copy. Further, we demonstrate a linear correlation between the amount of DNA input (ranging from 1 to 600 ng) and the number of unique molecules sequenced (R2=0.94). Importantly, we show that this low PCR bias allows OS-Seq to detect CNAs in Coriell and Horizon Diagnostic cell lines highly concordant to digital PCR detection (R2=0.96). Further, we present CNA calling on cell line DNA sonicated to 200 bp fragments at 10 ng DNA input, mimicking cell-free DNA. In addition to CNA detection, OS-Seq detects SNVs with a sensitivity of 92-97% and a specificity of 100% down to 5% VAF. In conclusion, the OS-Seq library preparation method relies on single stranded adapter ligation and in-solution target capture, which generates uniform coverage with minimal PCR requirement, resulting in highly sensitive CNA calling. Note: This abstract was not presented at the meeting. Citation Format: Anna Vilborg, Yosr Bouhlal, Ryan Koheler, Daniel Mendoza, Federico Goodsaid, Yannick Pouliot, Austin So, Francisco De La Vega, Hanlee Ji. A PCR-bias free capture-based library preparation platform permitting highly accurate and sensitive CNA detection in tumor molecular profiling and liquid biopsy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4019. doi:10.1158/1538-7445.AM2017-4019
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
    RVK:
    RVK:
    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2017
    detail.hit.zdb_id: 2036785-5
    detail.hit.zdb_id: 1432-1
    detail.hit.zdb_id: 410466-3
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  • 4
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2007
    In:  The AAPS Journal Vol. 9, No. 1 ( 2007-3), p. E105-E108
    In: The AAPS Journal, Springer Science and Business Media LLC, Vol. 9, No. 1 ( 2007-3), p. E105-E108
    Type of Medium: Online Resource
    ISSN: 1550-7416
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2007
    detail.hit.zdb_id: 2170248-2
    SSG: 15,3
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  • 5
    In: The Journal of Molecular Diagnostics, Elsevier BV, Vol. 3, No. 2 ( 2001-5), p. 55-61
    Type of Medium: Online Resource
    ISSN: 1525-1578
    RVK:
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2001
    detail.hit.zdb_id: 2032654-3
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  • 6
    In: Nature Precedings, Springer Science and Business Media LLC
    Abstract: Reproducibility is a fundamental requirement in scientific experiments and clinical contexts. Recent publications raise concerns about the reliability of microarray technology because of the apparent lack of agreement between lists of differentially expressed genes (DEGs). In this study we demonstrate that (1) such discordance may stem from ranking and selecting DEGs solely by statistical significance (P) derived from widely used simple t-tests; (2) when fold change (FC) is used as the ranking criterion, the lists become much more reproducible, especially when fewer genes are selected; and (3) the instability of short DEG lists based on P cutoffs is an expected mathematical consequence of the high variability of the t-values. We recommend the use of FC ranking plus a non-stringent P cutoff as a baseline practice in order to generate more reproducible DEG lists. The FC criterion enhances reproducibility while the P criterion balances sensitivity and specificity.
    Type of Medium: Online Resource
    ISSN: 1756-0357
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2007
    detail.hit.zdb_id: 2637018-9
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  • 7
    Online Resource
    Online Resource
    SAGE Publications ; 2018
    In:  Experimental Biology and Medicine Vol. 243, No. 3 ( 2018-02), p. 256-261
    In: Experimental Biology and Medicine, SAGE Publications, Vol. 243, No. 3 ( 2018-02), p. 256-261
    Abstract: While the term ‘biomarker’ is relatively new, the concept is millennia old. However, with the introduction of new technologies to discover potential biomarkers comes the need to assess their utility and veracity for any given use. This is particularly true for the use of biomarkers to support regulatory decisions in medical product development. Hence the US Food and Drug Administration has developed processes for the qualification of biomarkers and other medical product development tools, processes that are underscored by recent legislation (i.e. the 21st Century Cures Act). In addition to these qualification processes, diagnostic tests that measure a biomarker may follow a process for regulatory decision through the processes that evaluate companion diagnostics. This mini-review provides an overview of these processes and their role in pharmaceutical development and clinical use. Impact statement This work summarizes very recent developments in the US FDA’s biomarker qualification program. Furthermore, it contrasts biomarker qualification with companion diagnostic evaluation. As such, it will be highly informative for researches considering taking a biomarker discovery farther along the road to validation.
    Type of Medium: Online Resource
    ISSN: 1535-3702 , 1535-3699
    Language: English
    Publisher: SAGE Publications
    Publication Date: 2018
    detail.hit.zdb_id: 2020856-X
    SSG: 12
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  • 8
    Online Resource
    Online Resource
    Wiley ; 2019
    In:  Clinical and Translational Science Vol. 12, No. 5 ( 2019-09), p. 431-439
    In: Clinical and Translational Science, Wiley, Vol. 12, No. 5 ( 2019-09), p. 431-439
    Abstract: The evolution of chemistries and instrument platforms for next‐generation sequencing has led to sequencing of genomic variants in both tumor biopsies as well as in circulating tumor cells ( CTC s) and cell‐free DNA liquid biopsies. The transition of these analytical platforms into clinical ones has led to challenges in product development as well as regulatory strategies for the approval of diagnostic products with these platforms. Regulatory strategies for liquid biopsy diagnostics depend on a framework that has been developed over the past few years by the US Food and Drug Administration ( FDA ). This framework includes both guidances that cover enrichment biomarkers and companion diagnostics, as well as regulatory approval precedents, which can be used to design regulatory strategies for new liquid biopsy diagnostic products. However, the regulatory paths for these liquid biopsy diagnostics can also be tortuous, as is the example of CTC —platform liquid biopsies. The ultimate success of regulatory pathways of liquid biopsy diagnostics has been driven by the incremental value of FDA approval for Clinical Laboratory Improvement Amendment ( CLIA )‐developed tests and by the inherent complexity of these diagnostics, which are practical barriers for the widespread replication of these tests throughout CLIA laboratories. The framework for FDA approval of sequence information from these liquid biopsies has been focused on single‐site approvals of diagnostics where sequencing information is considered at different diagnostic risk levels, ranging from novel or follow‐on companion diagnostics to variant calls in genomic targets considered independently valuable for therapeutic decision making.
    Type of Medium: Online Resource
    ISSN: 1752-8054 , 1752-8062
    URL: Issue
    Language: English
    Publisher: Wiley
    Publication Date: 2019
    detail.hit.zdb_id: 2433157-0
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  • 9
    Online Resource
    Online Resource
    Informa UK Limited ; 2006
    In:  Toxicology Mechanisms and Methods Vol. 16, No. 2-3 ( 2006-01), p. 59-68
    In: Toxicology Mechanisms and Methods, Informa UK Limited, Vol. 16, No. 2-3 ( 2006-01), p. 59-68
    Type of Medium: Online Resource
    ISSN: 1537-6516 , 1537-6524
    Language: English
    Publisher: Informa UK Limited
    Publication Date: 2006
    detail.hit.zdb_id: 2085083-9
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  • 10
    In: npj Genomic Medicine, Springer Science and Business Media LLC, Vol. 3, No. 1 ( 2018-01-15)
    Abstract: Next-generation deep sequencing of gene panels is being adopted as a diagnostic test to identify actionable mutations in cancer patient samples. However, clinical samples, such as formalin-fixed, paraffin-embedded specimens, frequently provide low quantities of degraded, poor quality DNA. To overcome these issues, many sequencing assays rely on extensive PCR amplification leading to an accumulation of bias and artifacts. Thus, there is a need for a targeted sequencing assay that performs well with DNA of low quality and quantity without relying on extensive PCR amplification. We evaluate the performance of a targeted sequencing assay based on Oligonucleotide Selective Sequencing, which permits the enrichment of genes and regions of interest and the identification of sequence variants from low amounts of damaged DNA. This assay utilizes a repair process adapted to clinical FFPE samples, followed by adaptor ligation to single stranded DNA and a primer-based capture technique. Our approach generates sequence libraries of high fidelity with reduced reliance on extensive PCR amplification—this facilitates the accurate assessment of copy number alterations in addition to delivering accurate single nucleotide variant and insertion/deletion detection. We apply this method to capture and sequence the exons of a panel of 130 cancer-related genes, from which we obtain high read coverage uniformity across the targeted regions at starting input DNA amounts as low as 10 ng per sample. We demonstrate the performance using a series of reference DNA samples, and by identifying sequence variants in DNA from matched clinical samples originating from different tissue types.
    Type of Medium: Online Resource
    ISSN: 2056-7944
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2018
    detail.hit.zdb_id: 2813848-X
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