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Large-scale analysis of whole genome sequencing data from formalin-fixed paraffin-embedded cancer specimens demonstrates preservation of clinical utility
by
Grybowicz, Louise
, Bell, Steven
, Tischkowitz, Marc
, Kingsbury, Zoya
, Davies, Helen R.
, Elgar, Greg
, Koh, Gene C. C.
, Basyuni, Shadi
, Black, Daniella
, Memari, Yasin
, Abraham, Jean
, Brown, Matthew A.
, Jones, Louise
, Chmelova, Lucia
, Heskin, Laura
, Rinaldi, Giuseppe
, Robbe, Pauline
, Degasperi, Andrea
, Schuh, Anna
, Nik-Zainal, Serena
, Caldas, Carlos
in
45
/ 45/23
/ 631/114/2785
/ 692/4028/67/69
/ Artifact identification
/ Biopsy
/ Cancer
/ Data analysis
/ DNA damage
/ Formaldehyde
/ Gene sequencing
/ Genome, Human
/ Genomes
/ Genomic analysis
/ Genomics - methods
/ Humanities and Social Sciences
/ Humans
/ multidisciplinary
/ Mutation
/ Neoplasms - genetics
/ Neoplasms - pathology
/ Paraffin
/ Paraffin Embedding - methods
/ Paraffins
/ Preservation
/ Science
/ Science (multidisciplinary)
/ Signatures
/ Tissue Fixation - methods
/ Tumors
/ Whole genome sequencing
/ Whole Genome Sequencing - methods
2024
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Large-scale analysis of whole genome sequencing data from formalin-fixed paraffin-embedded cancer specimens demonstrates preservation of clinical utility
by
Grybowicz, Louise
, Bell, Steven
, Tischkowitz, Marc
, Kingsbury, Zoya
, Davies, Helen R.
, Elgar, Greg
, Koh, Gene C. C.
, Basyuni, Shadi
, Black, Daniella
, Memari, Yasin
, Abraham, Jean
, Brown, Matthew A.
, Jones, Louise
, Chmelova, Lucia
, Heskin, Laura
, Rinaldi, Giuseppe
, Robbe, Pauline
, Degasperi, Andrea
, Schuh, Anna
, Nik-Zainal, Serena
, Caldas, Carlos
in
45
/ 45/23
/ 631/114/2785
/ 692/4028/67/69
/ Artifact identification
/ Biopsy
/ Cancer
/ Data analysis
/ DNA damage
/ Formaldehyde
/ Gene sequencing
/ Genome, Human
/ Genomes
/ Genomic analysis
/ Genomics - methods
/ Humanities and Social Sciences
/ Humans
/ multidisciplinary
/ Mutation
/ Neoplasms - genetics
/ Neoplasms - pathology
/ Paraffin
/ Paraffin Embedding - methods
/ Paraffins
/ Preservation
/ Science
/ Science (multidisciplinary)
/ Signatures
/ Tissue Fixation - methods
/ Tumors
/ Whole genome sequencing
/ Whole Genome Sequencing - methods
2024
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Large-scale analysis of whole genome sequencing data from formalin-fixed paraffin-embedded cancer specimens demonstrates preservation of clinical utility
by
Grybowicz, Louise
, Bell, Steven
, Tischkowitz, Marc
, Kingsbury, Zoya
, Davies, Helen R.
, Elgar, Greg
, Koh, Gene C. C.
, Basyuni, Shadi
, Black, Daniella
, Memari, Yasin
, Abraham, Jean
, Brown, Matthew A.
, Jones, Louise
, Chmelova, Lucia
, Heskin, Laura
, Rinaldi, Giuseppe
, Robbe, Pauline
, Degasperi, Andrea
, Schuh, Anna
, Nik-Zainal, Serena
, Caldas, Carlos
in
45
/ 45/23
/ 631/114/2785
/ 692/4028/67/69
/ Artifact identification
/ Biopsy
/ Cancer
/ Data analysis
/ DNA damage
/ Formaldehyde
/ Gene sequencing
/ Genome, Human
/ Genomes
/ Genomic analysis
/ Genomics - methods
/ Humanities and Social Sciences
/ Humans
/ multidisciplinary
/ Mutation
/ Neoplasms - genetics
/ Neoplasms - pathology
/ Paraffin
/ Paraffin Embedding - methods
/ Paraffins
/ Preservation
/ Science
/ Science (multidisciplinary)
/ Signatures
/ Tissue Fixation - methods
/ Tumors
/ Whole genome sequencing
/ Whole Genome Sequencing - methods
2024
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Large-scale analysis of whole genome sequencing data from formalin-fixed paraffin-embedded cancer specimens demonstrates preservation of clinical utility
Journal Article
Large-scale analysis of whole genome sequencing data from formalin-fixed paraffin-embedded cancer specimens demonstrates preservation of clinical utility
2024
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Overview
Whole genome sequencing (WGS) provides comprehensive, individualised cancer genomic information. However, routine tumour biopsies are formalin-fixed and paraffin-embedded (FFPE), damaging DNA, historically limiting their use in WGS. Here we analyse FFPE cancer WGS datasets from England’s 100,000 Genomes Project, comparing 578 FFPE samples with 11,014 fresh frozen (FF) samples across multiple tumour types. We use an approach that characterises rather than discards artefacts. We identify three artefactual signatures, including one known (SBS57) and two previously uncharacterised (SBS FFPE, ID FFPE), and develop an “FFPEImpact” score that quantifies sample artefacts. Despite inferior sequencing quality, FFPE-derived data identifies clinically-actionable variants, mutational signatures and permits algorithmic stratification. Matched FF/FFPE validation cohorts shows good concordance while acknowledging SBS, ID and copy-number artefacts. While FF-derived WGS data remains the gold standard, FFPE-samples can be used for WGS if required, using analytical advancements developed here, potentially democratising whole cancer genomics to many.
Formalin fixation is commonly used in tissue storage; however, this process has traditionally limited downstream whole genome sequencing usage. Here, the authors identify artefactual signatures in FFPE-derived sequencing data and demonstrate the preservation of clinical utility, thus enabling FFPE whole genome sequencing when required.
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