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1.
Genome Res ; 30(6): 803-813, 2020 06.
Article in English | MEDLINE | ID: mdl-32661091

ABSTRACT

Mutational signatures can reveal the history of mutagenic processes that cells were exposed to before and during tumorigenesis. We expect that as-yet-undiscovered mutational processes will shed further light on mutagenesis leading to carcinogenesis. With this in mind, we analyzed the mutational spectra of 36 Asian oral squamous cell carcinomas. The mutational spectra of two samples from patients who presented with oral bacterial infections showed novel mutational signatures. One of these novel signatures, SBS_AnT, is characterized by a preponderance of thymine mutations, strong transcriptional strand bias, and enrichment for adenines in the 4 bp 5' of mutation sites. The mutational signature described in this manuscript was shown to be caused by colibactin, a bacterial mutagen produced by E. coli carrying the pks-island. Examination of publicly available sequencing data revealed SBS_AnT in 25 tumors from several mucosal tissue types, expanding the list of tissues in which this mutational signature is observed.


Subject(s)
Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/etiology , Mouth Neoplasms/diagnosis , Mouth Neoplasms/etiology , Mucous Membrane/pathology , Mutagenesis/drug effects , Mutagens/pharmacology , Mutation , Peptides/pharmacology , Polyketides/pharmacology , Asian People , Carcinoma, Squamous Cell/epidemiology , Computational Biology/methods , DNA/chemistry , DNA/genetics , DNA Mutational Analysis , Escherichia coli/genetics , Escherichia coli/metabolism , Escherichia coli Infections/complications , Escherichia coli Infections/microbiology , Humans , Mouth Neoplasms/epidemiology , Mutagens/chemistry , Peptides/chemistry , Polyketides/chemistry , Exome Sequencing
2.
Genome Res ; 28(5): 654-665, 2018 05.
Article in English | MEDLINE | ID: mdl-29632087

ABSTRACT

Cisplatin reacts with DNA and thereby likely generates a characteristic pattern of somatic mutations, called a mutational signature. Despite widespread use of cisplatin in cancer treatment and its role in contributing to secondary malignancies, its mutational signature has not been delineated. We hypothesize that cisplatin's mutational signature can serve as a biomarker to identify cisplatin mutagenesis in suspected secondary malignancies. Knowledge of which tissues are at risk of developing cisplatin-induced secondary malignancies could lead to guidelines for noninvasive monitoring for secondary malignancies after cisplatin chemotherapy. We performed whole genome sequencing of 10 independent clones of cisplatin-exposed MCF-10A and HepG2 cells and delineated the patterns of single and dinucleotide mutations in terms of flanking sequence, transcription strand bias, and other characteristics. We used the mSigAct signature presence test and nonnegative matrix factorization to search for cisplatin mutagenesis in hepatocellular carcinomas and esophageal adenocarcinomas. All clones showed highly consistent patterns of single and dinucleotide substitutions. The proportion of dinucleotide substitutions was high: 8.1% of single nucleotide substitutions were part of dinucleotide substitutions, presumably due to cisplatin's propensity to form intra- and interstrand crosslinks between purine bases in DNA. We identified likely cisplatin exposure in nine hepatocellular carcinomas and three esophageal adenocarcinomas. All hepatocellular carcinomas for which clinical data were available and all esophageal cancers indeed had histories of cisplatin treatment. We experimentally delineated the single and dinucleotide mutational signature of cisplatin. This signature enabled us to detect previous cisplatin exposure in human hepatocellular carcinomas and esophageal adenocarcinomas with high confidence.


Subject(s)
Cisplatin/poisoning , DNA Mutational Analysis/methods , Exome Sequencing/methods , Mutation/drug effects , Adenocarcinoma/genetics , Antineoplastic Agents/poisoning , Carcinoma, Hepatocellular/genetics , Cell Line , Esophageal Neoplasms/genetics , Genome, Human/genetics , Hep G2 Cells , Humans , Liver Neoplasms/genetics , Mutagenesis/drug effects
3.
Breast Cancer Res ; 20(1): 22, 2018 03 22.
Article in English | MEDLINE | ID: mdl-29566768

ABSTRACT

BACKGROUND: Phosphatase and tensin homolog (PTEN) is one of the most frequently inactivated tumor suppressors in breast cancer. While PTEN itself is not considered a druggable target, PTEN synthetic-sick or synthetic-lethal (PTEN-SSL) genes are potential drug targets in PTEN-deficient breast cancers. Therefore, with the aim of identifying potential targets for precision breast cancer therapy, we sought to discover PTEN-SSL genes present in a broad spectrum of breast cancers. METHODS: To discover broad-spectrum PTEN-SSL genes in breast cancer, we used a multi-step approach that started with (1) a genome-wide short interfering RNA (siRNA) screen of ~ 21,000 genes in a pair of isogenic human mammary epithelial cell lines, followed by (2) a short hairpin RNA (shRNA) screen of ~ 1200 genes focused on hits from the first screen in a panel of 11 breast cancer cell lines; we then determined reproducibility of hits by (3) identification of overlaps between our results and reanalyzed data from 3 independent gene-essentiality screens, and finally, for selected candidate PTEN-SSL genes we (4) confirmed PTEN-SSL activity using either drug sensitivity experiments in a panel of 19 cell lines or mutual exclusivity analysis of publicly available pan-cancer somatic mutation data. RESULTS: The screens (steps 1 and 2) and the reproducibility analysis (step 3) identified six candidate broad-spectrum PTEN-SSL genes (PIK3CB, ADAMTS20, AP1M2, HMMR, STK11, and NUAK1). PIK3CB was previously identified as PTEN-SSL, while the other five genes represent novel PTEN-SSL candidates. Confirmation studies (step 4) provided additional evidence that NUAK1 and STK11 have PTEN-SSL patterns of activity. Consistent with PTEN-SSL status, inhibition of the NUAK1 protein kinase by the small molecule drug HTH-01-015 selectively impaired viability in multiple PTEN-deficient breast cancer cell lines, while mutations affecting STK11 and PTEN were largely mutually exclusive across large pan-cancer data sets. CONCLUSIONS: Six genes showed PTEN-SSL patterns of activity in a large proportion of PTEN-deficient breast cancer cell lines and are potential specific vulnerabilities in PTEN-deficient breast cancer. Furthermore, the NUAK1 PTEN-SSL vulnerability identified by RNA interference techniques can be recapitulated and exploited using the small molecule kinase inhibitor HTH-01-015. Thus, NUAK1 inhibition may be an effective strategy for precision treatment of PTEN-deficient breast tumors.


Subject(s)
Breast Neoplasms/genetics , PTEN Phosphohydrolase/genetics , Protein Kinases/genetics , Protein Serine-Threonine Kinases/genetics , Repressor Proteins/genetics , AMP-Activated Protein Kinase Kinases , Breast Neoplasms/pathology , Breast Neoplasms/therapy , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic/genetics , Genome, Human/genetics , Genomics/methods , Humans , Mammary Glands, Human/metabolism , Neoplasm Proteins/genetics , PTEN Phosphohydrolase/deficiency , RNA, Small Interfering/genetics , Synthetic Lethal Mutations/genetics
4.
Science ; 349(6243): 91-5, 2015 Jul 03.
Article in English | MEDLINE | ID: mdl-26138980

ABSTRACT

Selenocysteine (Sec) is translated from the codon UGA, typically a termination signal. Codon duality extends the genetic code; however, the coexistence of two competing UGA-decoding mechanisms immediately compromises proteome fidelity. Selenium availability tunes the reassignment of UGA to Sec. We report a CRL2 ubiquitin ligase-mediated protein quality-control system that specifically eliminates truncated proteins that result from reassignment failures. Exposing the peptide immediately N-terminal to Sec, a CRL2 recognition degron, promotes protein degradation. Sec incorporation destroys the degron, protecting read-through proteins from detection by CRL2. Our findings reveal a coupling between directed translation termination and proteolysis-assisted protein quality control, as well as a cellular strategy to cope with fluctuations in organismal selenium intake.


Subject(s)
Peptide Chain Termination, Translational/genetics , Proteolysis , SKP Cullin F-Box Protein Ligases/metabolism , Selenocysteine/metabolism , Selenoproteins/metabolism , Codon, Terminator , HEK293 Cells , Humans , Selenium/metabolism , Selenocysteine/genetics , Selenoproteins/genetics , Ubiquitin/metabolism
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