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MSK-ACCESS V1

Things to know for MSK-ACCESS V1 for Research

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What is MSK-ACCESS?

It is a hybrid capture panel designed for Analysis of Circulating cfDNAarrow-up-right to Evaluate Somatic Status using the Unique Molecular Index (UMIs) for high sensitivity. MSK-ACCESS is 13% as large, captures 47% of all mutations detected by MSK-IMPACT.

Brannon, A. R. et al. Enhanced specificity of clinical high-sensitivity tumor mutation profiling in cell- free DNA via paired normal sequencing using MSK-ACCESS. Nat Commun 12, 3770 (2021).arrow-up-right

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What is the panel design?

Selected exons of 129 genes for mutation detection

  • Level 1-4

  • High rates of mutations

SNPs of & of 12 genes

Common for

Introns for of 10 genes

genes

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What are the Design Implications?

  • Matched cfDNA-WBC (”tumor-normal”) assay to detect somatic alterations

  • Sensitivity for mutation calling depends on ‘duplex’ collapsed coverage

  • Different sensitivities for different classes of alterations

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+ -> sensitivity for that event type

○ -> cannot be calculated

  • Genotyping +++++

  • De novo mutations, indels ++++

  • MSI +++

  • Rearrangements +++

  • Copy number ++

  • Tumor mutation burden ○

  • OncoKBarrow-up-right
    Hotspot sitesarrow-up-right
    Microsatellite regionsarrow-up-right
    zygosityarrow-up-right
    copy numberarrow-up-right
    SNPsarrow-up-right
    genome-wide copy numberarrow-up-right
    structural variantsarrow-up-right
    Clonal hematopoiesisarrow-up-right
    Duplex UMIs for Error Correction
    Protein kinase domainsarrow-up-right
    Tumor suppressor genesarrow-up-right

    Workflows V1

    Workflows associated with version 1 of the Assay

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    BAM Generation & Quality Control

    Overview of the BAM Generation and Quality Control workflow

    Github Location -> https://github.com/mskcc/ACCESS-Pipeline/blob/master/workflows/ACCESS_pipeline.cwlarrow-up-right

    Tools Used:

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    Variant Calling

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    Small Variants

    Github Location ->

    Tools Used:

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    Copy Number Variant (CNV)

    Github Location ->

    Refer to Bioinformatics Pipeline to Detect CNA's section in this paper for details:

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    Structural Variant (SV)

    Github Location ->

    Tool Used:

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    Microsatellite Instability Status (MSI)

    Github Location ->

    Tool Used:

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    Configurations

    Voyager has all our configurations in the jinja template, it includes all the paths for various files and tools associated with the workflows, all location are on JUNO:

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    snps_indels:

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    CNV:

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    Fastq_to_bam:

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    MSI:

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    SV :

    BWAarrow-up-right
    Trimgalorearrow-up-right
    GATKarrow-up-right
    Picard Toolsarrow-up-right
    ABRA2arrow-up-right
    Marianasarrow-up-right
    https://github.com/mskcc/ACCESS-Pipeline/blob/master/workflows/subworkflows/snps_and_indels.cwlarrow-up-right
    VardictJavaarrow-up-right
    MuTectarrow-up-right
    VCF2MAFarrow-up-right
    https://github.com/mskcc/ACCESS-Pipeline/blob/master/workflows/subworkflows/call_cnv.cwlarrow-up-right
    Dara S. Ross, Ahmet Zehir, Donavan T. Cheng, Ryma Benayed, Khedoudja Nafa, Jaclyn F. Hechtman, Yelena Y. Janjigian, Britta Weigelt, Pedram Razavi, David M. Hyman, José Baselga, Michael F. Berger, Marc Ladanyi, Maria E. Arcila, Next-Generation Assessment of Human Epidermal Growth Factor Receptor 2 (ERBB2) Amplification Status: Clinical Validation in the Context of a Hybrid Capture-Based, Comprehensive Solid Tumor Genomic Profiling Assay, The Journal of Molecular Diagnostics, Volume 19, Issue 2, 2017, Pages 244-254, ISSN 1525-1578, https://doi.org/10.1016/j.jmoldx.2016.09.010.arrow-up-right
    https://github.com/mskcc/ACCESS-Pipeline/blob/master/workflows/subworkflows/manta.cwlarrow-up-right
    Mantaarrow-up-right
    iAnnotateSVarrow-up-right
    https://github.com/mskcc/ACCESS-Pipeline/blob/master/workflows/subworkflows/msi.cwlarrow-up-right
    ADMIEarrow-up-right
    beagle/input_template.json.jinja2 at master · mskcc/beagle (github.com)arrow-up-right
    beagle/input_template.json.jinja2 at master · mskcc/beagle (github.com)arrow-up-right
    beagle/input_template.json.jinja2 at master · mskcc/beagle (github.com)arrow-up-right
    beagle/input_template.json.jinja2 at master · mskcc/beagle (github.com)arrow-up-right
    beagle/input_template.json.jinja2 at master · mskcc/beagle (github.com)arrow-up-right
    BAM files used for the workflows