Cargando…

Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes

PURPOSE: Clinical targeted sequencing panels are important for identifying actionable variants for patients with cancer; however, existing approaches do not provide transparent and rationally designed clinical panels to accommodate the rapidly growing knowledge within oncology. MATERIALS AND METHODS...

Descripción completa

Detalles Bibliográficos
Autores principales: Barnell, Erica K., Waalkes, Adam, Mosior, Matt C., Penewit, Kelsi, Cotto, Kelsy C., Danos, Arpad M., Sheta, Lana M., Campbell, Katie M., Krysiak, Kilannin, Rieke, Damian, Spies, Nicholas C., Skidmore, Zachary L., Pritchard, Colin C., Fehniger, Todd A., Uppaluri, Ravindra, Govindan, Ramaswamy, Griffith, Malachi, Salipante, Stephen J., Griffith, Obi L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Clinical Oncology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873961/
https://www.ncbi.nlm.nih.gov/pubmed/31618044
http://dx.doi.org/10.1200/CCI.19.00077
_version_ 1783472756641234944
author Barnell, Erica K.
Waalkes, Adam
Mosior, Matt C.
Penewit, Kelsi
Cotto, Kelsy C.
Danos, Arpad M.
Sheta, Lana M.
Campbell, Katie M.
Krysiak, Kilannin
Rieke, Damian
Spies, Nicholas C.
Skidmore, Zachary L.
Pritchard, Colin C.
Fehniger, Todd A.
Uppaluri, Ravindra
Govindan, Ramaswamy
Griffith, Malachi
Salipante, Stephen J.
Griffith, Obi L.
author_facet Barnell, Erica K.
Waalkes, Adam
Mosior, Matt C.
Penewit, Kelsi
Cotto, Kelsy C.
Danos, Arpad M.
Sheta, Lana M.
Campbell, Katie M.
Krysiak, Kilannin
Rieke, Damian
Spies, Nicholas C.
Skidmore, Zachary L.
Pritchard, Colin C.
Fehniger, Todd A.
Uppaluri, Ravindra
Govindan, Ramaswamy
Griffith, Malachi
Salipante, Stephen J.
Griffith, Obi L.
author_sort Barnell, Erica K.
collection PubMed
description PURPOSE: Clinical targeted sequencing panels are important for identifying actionable variants for patients with cancer; however, existing approaches do not provide transparent and rationally designed clinical panels to accommodate the rapidly growing knowledge within oncology. MATERIALS AND METHODS: We used the Clinical Interpretations of Variants in Cancer (CIViC) database to develop an Open-Sourced CIViC Annotation Pipeline (OpenCAP). OpenCAP provides methods to identify variants within the CIViC database, build probes for variant capture, use probes on prospective samples, and link somatic variants to CIViC clinical relevance statements. OpenCAP was tested using a single-molecule molecular inversion probe (smMIP) capture design on 27 cancer samples from 5 tumor types. In total, 2,027 smMIPs were designed to target 111 eligible CIViC variants (61.5 kb of genomic space). RESULTS: When compared with orthogonal sequencing, CIViC smMIP sequencing demonstrated a 95% sensitivity for variant detection (n = 61 of 64 variants). Variant allele frequencies for variants identified on both sequencing platforms were highly concordant (Pearson’s r = 0.885; n = 61 variants). Moreover, for individuals with paired tumor and normal samples (n = 12), 182 clinically relevant variants missed by orthogonal sequencing were discovered by CIViC smMIP sequencing. CONCLUSION: The OpenCAP design paradigm demonstrates the utility of an open-source and open-access database built on attendant community contributions with peer-reviewed interpretations. Use of a public repository for variant identification, probe development, and variant interpretation provides a transparent approach to build dynamic next-generation sequencing–based oncology panels.
format Online
Article
Text
id pubmed-6873961
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher American Society of Clinical Oncology
record_format MEDLINE/PubMed
spelling pubmed-68739612020-10-16 Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes Barnell, Erica K. Waalkes, Adam Mosior, Matt C. Penewit, Kelsi Cotto, Kelsy C. Danos, Arpad M. Sheta, Lana M. Campbell, Katie M. Krysiak, Kilannin Rieke, Damian Spies, Nicholas C. Skidmore, Zachary L. Pritchard, Colin C. Fehniger, Todd A. Uppaluri, Ravindra Govindan, Ramaswamy Griffith, Malachi Salipante, Stephen J. Griffith, Obi L. JCO Clin Cancer Inform Original Reports PURPOSE: Clinical targeted sequencing panels are important for identifying actionable variants for patients with cancer; however, existing approaches do not provide transparent and rationally designed clinical panels to accommodate the rapidly growing knowledge within oncology. MATERIALS AND METHODS: We used the Clinical Interpretations of Variants in Cancer (CIViC) database to develop an Open-Sourced CIViC Annotation Pipeline (OpenCAP). OpenCAP provides methods to identify variants within the CIViC database, build probes for variant capture, use probes on prospective samples, and link somatic variants to CIViC clinical relevance statements. OpenCAP was tested using a single-molecule molecular inversion probe (smMIP) capture design on 27 cancer samples from 5 tumor types. In total, 2,027 smMIPs were designed to target 111 eligible CIViC variants (61.5 kb of genomic space). RESULTS: When compared with orthogonal sequencing, CIViC smMIP sequencing demonstrated a 95% sensitivity for variant detection (n = 61 of 64 variants). Variant allele frequencies for variants identified on both sequencing platforms were highly concordant (Pearson’s r = 0.885; n = 61 variants). Moreover, for individuals with paired tumor and normal samples (n = 12), 182 clinically relevant variants missed by orthogonal sequencing were discovered by CIViC smMIP sequencing. CONCLUSION: The OpenCAP design paradigm demonstrates the utility of an open-source and open-access database built on attendant community contributions with peer-reviewed interpretations. Use of a public repository for variant identification, probe development, and variant interpretation provides a transparent approach to build dynamic next-generation sequencing–based oncology panels. American Society of Clinical Oncology 2019-10-16 /pmc/articles/PMC6873961/ /pubmed/31618044 http://dx.doi.org/10.1200/CCI.19.00077 Text en © 2019 by American Society of Clinical Oncology https://creativecommons.org/licenses/by/4.0/ Licensed under the Creative Commons Attribution 4.0 License: https://creativecommons.org/licenses/by/4.0/
spellingShingle Original Reports
Barnell, Erica K.
Waalkes, Adam
Mosior, Matt C.
Penewit, Kelsi
Cotto, Kelsy C.
Danos, Arpad M.
Sheta, Lana M.
Campbell, Katie M.
Krysiak, Kilannin
Rieke, Damian
Spies, Nicholas C.
Skidmore, Zachary L.
Pritchard, Colin C.
Fehniger, Todd A.
Uppaluri, Ravindra
Govindan, Ramaswamy
Griffith, Malachi
Salipante, Stephen J.
Griffith, Obi L.
Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title_full Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title_fullStr Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title_full_unstemmed Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title_short Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes
title_sort open-sourced civic annotation pipeline to identify and annotate clinically relevant variants using single-molecule molecular inversion probes
topic Original Reports
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6873961/
https://www.ncbi.nlm.nih.gov/pubmed/31618044
http://dx.doi.org/10.1200/CCI.19.00077
work_keys_str_mv AT barnellericak opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT waalkesadam opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT mosiormattc opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT penewitkelsi opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT cottokelsyc opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT danosarpadm opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT shetalanam opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT campbellkatiem opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT krysiakkilannin opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT riekedamian opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT spiesnicholasc opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT skidmorezacharyl opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT pritchardcolinc opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT fehnigertodda opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT uppaluriravindra opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT govindanramaswamy opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT griffithmalachi opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT salipantestephenj opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes
AT griffithobil opensourcedcivicannotationpipelinetoidentifyandannotateclinicallyrelevantvariantsusingsinglemoleculemolecularinversionprobes