Role of variant allele fraction and rare SNP filtering to improve cellular DNA repair endpoint association

Background Large cancer genome studies continue to reveal new players in treatment response and tumorigenesis. The discrimination of functional alterations from the abundance of passenger genetic alterations still poses challenges and determines DNA sequence variant selection procedures. Here we evaluate variant selection strategies that select homozygous variants and rare SNPs and assess its value in detecting tumor cells with DNA repair defects. Methods To this end we employed a panel of 29 patient-derived head and neck squamous cell carcinoma (HNSCC) cell lines, of which a subset harbors DNA repair defects. Mitomycin C (MMC) sensitivity was used as functional endpoint of DNA crosslink repair deficiency. 556 genes including the Fanconi anemia (FA) and homologous recombination (HR) genes, whose products strongly determine MMC response, were capture-sequenced. Results We show a strong association between MMC sensitivity, thus loss of DNA repair function, and the presence of homozygous and rare SNPs in the relevant FA/HR genes. Excluding such selection criteria impedes the discrimination of crosslink repair status by mutation analysis. Applied to all KEGG pathways, we find that the association with MMC sensitivity is strongest in the KEGG FA pathway, therefore also demonstrating the value of such selection strategies for exploratory analyses. Variant analyses in 56 clinical samples demonstrate that homozygous variants occur more frequently in tumor suppressor genes than oncogenes further supporting the role of a homozygosity criterion to improve gene function association or tumor suppressor gene identification studies. Conclusion Together our data show that the detection of relevant genes or of repair pathway defected tumor cells can be improved by the consideration of allele zygosity and SNP allele frequencies.

[1]  T. Grob,et al.  HNSCC cell lines positive for HPV and p16 possess higher cellular radiosensitivity due to an impaired DSB repair capacity. , 2013, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[2]  Richard Durbin,et al.  Sequence analysis Fast and accurate short read alignment with Burrows – Wheeler transform , 2009 .

[3]  Olivier Poch,et al.  Whole-exome sequencing identifies LRIT3 mutations as a cause of autosomal-recessive complete congenital stationary night blindness. , 2013, American journal of human genetics.

[4]  S. Gabriel,et al.  Pan-cancer patterns of somatic copy-number alteration , 2013, Nature Genetics.

[5]  Gonçalo R. Abecasis,et al.  The Sequence Alignment/Map format and SAMtools , 2009, Bioinform..

[6]  S. Gabriel,et al.  Discovery and saturation analysis of cancer genes across 21 tumor types , 2014, Nature.

[7]  Kun Yu,et al.  PureCN: copy number calling and SNV classification using targeted short read sequencing , 2016, Source Code for Biology and Medicine.

[8]  Xiang Guo,et al.  Head and neck cancers. , 2003, Cancer chemotherapy and biological response modifiers.

[9]  Joshua M. Korn,et al.  High-throughput screening using patient-derived tumor xenografts to predict clinical trial drug response , 2015, Nature Medicine.

[10]  H. Hakonarson,et al.  ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data , 2010, Nucleic acids research.

[11]  M. O’Connor,et al.  Extent of radiosensitization by the PARP inhibitor olaparib depends on its dose, the radiation dose and the integrity of the homologous recombination pathway of tumor cells. , 2015, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[12]  T. Carey,et al.  Reliable detection of p53 aberrations in squamous cell carcinomas of the head and neck requires transcript analysis of the entire coding region , 2002, Head & neck.

[13]  K. Eilbeck,et al.  Settling the score: variant prioritization and Mendelian disease , 2017, Nature Reviews Genetics.

[14]  A. D’Andrea,et al.  Regulation of DNA cross-link repair by the Fanconi anemia/BRCA pathway. , 2012, Genes & development.

[15]  Emanuel J. V. Gonçalves,et al.  A Landscape of Pharmacogenomic Interactions in Cancer , 2016, Cell.

[16]  F. Jerhammar,et al.  Number of negative points: a novel method for predicting radiosensitivity in head and neck tumor cell lines. , 2008, Oncology reports.

[17]  K. Ang,et al.  Head and Neck Cancers , 2011 .

[18]  A. Smogorzewska,et al.  SnapShot: Fanconi Anemia and Associated Proteins , 2015, Cell.

[19]  A. McKenna,et al.  Absolute quantification of somatic DNA alterations in human cancer , 2012, Nature Biotechnology.

[20]  Gabor T. Marth,et al.  A global reference for human genetic variation , 2015, Nature.

[21]  Joshua M. Stuart,et al.  The Cancer Genome Atlas Pan-Cancer analysis project , 2013, Nature Genetics.

[22]  C. Sander,et al.  Alterations of DNA repair genes in the NCI-60 cell lines and their predictive value for anticancer drug activity. , 2015, DNA repair.

[23]  S. Howell,et al.  Copper transporters regulate the cellular pharmacology and sensitivity to Pt drugs. , 2005, Critical reviews in oncology/hematology.

[24]  Christopher A. Miller,et al.  VarScan 2: somatic mutation and copy number alteration discovery in cancer by exome sequencing. , 2012, Genome research.

[25]  Adam A. Margolin,et al.  The Cancer Cell Line Encyclopedia enables predictive modeling of anticancer drug sensitivity , 2012, Nature.

[26]  S. Ramaswamy,et al.  Systematic identification of genomic markers of drug sensitivity in cancer cells , 2012, Nature.

[27]  D. Hong,et al.  Systematic investigation of cancer-associated somatic point mutations in SNP databases , 2013, Nature Biotechnology.

[28]  D. Brachman,et al.  Molecular biology of head and neck cancer. , 1994, Seminars in oncology.

[29]  Benjamin Haibe-Kains,et al.  Inconsistency in large pharmacogenomic studies , 2013, Nature.

[30]  P. Meltzer,et al.  The exomes of the NCI-60 panel: a genomic resource for cancer biology and systems pharmacology. , 2013, Cancer research.

[31]  S. Henikoff,et al.  Predicting the effects of coding non-synonymous variants on protein function using the SIFT algorithm , 2009, Nature Protocols.

[32]  M. O’Connor,et al.  Targeting the DNA Damage Response in Cancer. , 2015, Molecular cell.

[33]  Daniel J. Park,et al.  Variant effect prediction tools assessed using independent, functional assay-based datasets: implications for discovery and diagnostics , 2017, Human Genomics.

[34]  Sourav Bandyopadhyay,et al.  Challenges in identifying cancer genes by analysis of exome sequencing data , 2016, Nature Communications.

[35]  A. Ashworth,et al.  Hallmarks of 'BRCAness' in sporadic cancers , 2004, Nature Reviews Cancer.

[36]  Lodewyk F.A. Wessels,et al.  Fanconi anemia and homologous recombination gene variants are associated with functional DNA repair defects in vitro and poor outcome in patients with advanced head and neck squamous cell carcinoma , 2018, Oncotarget.

[37]  T. Carey,et al.  Loss of chromosome arm 18q with tumor progression in head and neck squamous cancer , 2004, Genes, chromosomes & cancer.

[38]  BRCA locus-specific loss of heterozygosity in germline BRCA1 and BRCA2 carriers , 2017, Nature Communications.

[39]  C. Mathew,et al.  Complementation analysis in Fanconi anemia: assignment of the reference FA-H patient to group A. , 2000, American journal of human genetics.

[40]  M. Sasaki,et al.  A high susceptibility of Fanconi's anemia to chromosome breakage by DNA cross-linking agents. , 1973, Cancer research.

[41]  C. Mathew,et al.  Spectrum of mutations in the Fanconi anaemia group G gene, FANCG/XRCC9 , 2000, European Journal of Human Genetics.

[42]  R. Grenman,et al.  Increased radiosensitivity is associated with p53 mutations in cell lines derived from oral cavity carcinoma. , 1996, Acta oto-laryngologica.

[43]  Conchita Vens,et al.  Improved pharmacodynamic (PD) assessment of low dose PARP inhibitor PD activity for radiotherapy and chemotherapy combination trials. , 2017, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[44]  J. Reis-Filho,et al.  Pan-cancer analysis of bi-allelic alterations in homologous recombination DNA repair genes , 2017, Nature Communications.

[45]  P. Bork,et al.  Human non-synonymous SNPs: server and survey. , 2002, Nucleic acids research.

[46]  S. Elledge,et al.  The Fanconi Anemia Pathway Promotes Replication-Dependent DNA Interstrand Cross-Link Repair , 2009, Science.

[47]  T. Léveillard,et al.  Development and application of a next-generation-sequencing (NGS) approach to detect known and novel gene defects underlying retinal diseases , 2012, Orphanet Journal of Rare Diseases.