scholarly journals Transcriptional landscape of DNA repair genes underpins a pan-cancer prognostic signature associated with cell cycle dysregulation and tumor hypoxia

DNA Repair ◽  
2019 ◽  
Vol 78 ◽  
pp. 142-153 ◽  
Author(s):  
Wai Hoong Chang ◽  
Alvina G. Lai
2019 ◽  
Author(s):  
Wai Hoong Chang ◽  
Alvina G. Lai

AbstractOveractive DNA repair contributes to therapeutic resistance in cancer. However, pan-cancer comparative studies investigating the contribution of all DNA repair genes in cancer progression employing an integrated approach have remained limited. We performed a multicohort retrospective analysis to determine the prognostic significance of 138 DNA repair genes in 16 cancer types (n=16,225). Cox proportional hazards analyses revealed a significant variation in the number of prognostic genes between cancers; 81 genes were prognostic in clear cell renal cell carcinoma while only two genes were prognostic in glioblastoma. We reasoned that genes that were commonly prognostic in highly correlated cancers revealed by Spearman’s correlation analysis could be harnessed as a molecular signature for risk assessment. A 10-gene signature, uniting prognostic genes that were common in highly correlated cancers, was significantly associated with overall survival in patients with clear cell renal cell (P<0.0001), papillary renal cell (P=0.0007), liver (P=0.002), lung (P=0.028), pancreas (P=0.00013) or endometrial (P=0.00063) cancers. Receiver operating characteristic analyses revealed that a combined model of the 10-gene signature and tumor staging outperformed either classifiers when considered alone. Multivariate Cox regression models incorporating additional clinicopathological features revealed that the signature was an independent predictor of overall survival. Tumor hypoxia is associated with adverse outcomes. Consistent across all six cancers, patients with high 10-gene and high hypoxia scores had significantly higher mortality rates compared to those with low 10-gene and low hypoxia scores. Functional enrichment analyses revealed that high mortality rates in patients with high 10-gene scores were attributable to an overproliferation phenotype. Death risk in these patients was further exacerbated by concurrent mutations of a cell cycle checkpoint protein, TP53. The 10-gene signature identified tumors with heightened DNA repair ability. This information has the potential to radically change prognosis through the use of adjuvant DNA repair inhibitors with chemotherapeutic drugs.


2010 ◽  
Vol 118 (2) ◽  
pp. 404-410 ◽  
Author(s):  
Aijuan Qu ◽  
Yatrik M. Shah ◽  
Tsutomu Matsubara ◽  
Qian Yang ◽  
Frank J. Gonzalez

Redox Biology ◽  
2016 ◽  
Vol 9 ◽  
pp. 124-133 ◽  
Author(s):  
Gloria A. Santa-Gonzalez ◽  
Andrea Gomez-Molina ◽  
Mauricio Arcos-Burgos ◽  
Joel N. Meyer ◽  
Mauricio Camargo

2017 ◽  
Vol 8 (1) ◽  
Author(s):  
Nadeem Riaz ◽  
Pedro Blecua ◽  
Raymond S. Lim ◽  
Ronglai Shen ◽  
Daniel S. Higginson ◽  
...  

PLoS Biology ◽  
2019 ◽  
Vol 17 (5) ◽  
pp. e3000255 ◽  
Author(s):  
Jacob L. Steenwyk ◽  
Dana A. Opulente ◽  
Jacek Kominek ◽  
Xing-Xing Shen ◽  
Xiaofan Zhou ◽  
...  

PeerJ ◽  
2020 ◽  
Vol 8 ◽  
pp. e10418
Author(s):  
Xiongtao Yang ◽  
Guohui Wang ◽  
Runchuan Gu ◽  
Xiaohong Xu ◽  
Guangying Zhu

Background Lung cancer has the highest morbidity and mortality of cancers worldwide. Lung adenocarcinoma (LUAD) is the most common pathological subtype of lung cancer and surgery is its most common treatment. The dysregulated expression of DNA repair genes is found in a variety of cancers and has been shown to affect the origin and progression of these diseases. However, the function of DNA repair genes in surgically-treated LUAD is unclear. Methods We sought to determine the association between the signature of DNA repair genes for patients with surgical LUAD and their overall prognosis. We obtained gene expression data and corresponding clinical information of LUAD from The Cancer Genome Atlas (TCGA) database. The differently expressed DNA repair genes of surgically-treated LUAD and normal tissues were identified using the Wilcoxon rank-sum test. We used uni- and multivariate Cox regression analyses to shrink the aberrantly expressed genes, which were then used to construct the prognostic signature and the risk score formula associated with the independent prognosis of surgically-treated LUAD. We used Kaplan–Meier and Cox hazard ratio analyses to confirm the diagnostic and prognostic roles. Two validation sets (GSE31210 and GSE37745) were downloaded from the Gene Expression Omnibus (GEO) and were used to externally verify the prognostic value of the signature. OSluca online database verifies the hazard ratio for the DNA repair genes by which the signature was constructed. We investigated the correlation between the signature of the DNA repair genes and the clinical parameters. The potential molecular mechanisms and pathways of the prognostic signature were explored using Gene Set Enrichment Analysis (GSEA). Results We determined the prognostic signature based on six DNA repair genes (PLK1, FOXM1, PTTG1, CCNO, HIST3H2A, and BLM) and calculated the risk score based on this formula. Patients with surgically-treated LUAD were divided into high-risk and low-risk groups according to the median risk score. The high-risk group showed poorer overall survival than the low-risk group; the signature was used as an independent prognostic indicator and had a greater prognostic value in surgically-treated LUAD. The prognostic value was replicated in GSE31210 and GSE37745. OSluca online database analysis shows that six DNA repair genes were associated with poor prognosis in most lung cancer datasets. The prognostic signature risk score correlated with the pathological stage and smoking status in surgically-treated LUAD. The GSEA of the risk signature in high-risk patients showed pathways associated with the cell cycle, oocyte meiosis, mismatch repair, homologous recombination, and nucleotide excision repair. Conclusions A six-DNA repair gene signature was determined using TCGA data mining and GEO data verification. The gene signature may serve as a novel prognostic biomarker and therapeutic target for surgically-treated LUAD.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 400-400 ◽  
Author(s):  
Michael A McDevitt ◽  
Brian D Koh ◽  
Anand Patel ◽  
Alison R. Moliterno ◽  
Weijie Poh ◽  
...  

Abstract Abstract 400FN2 Patients with primary and secondary myelofibrosis (MF) have a worse prognosis than those with essential thrombocytosis (ET) or polycythemia vera (PV). MF and chronic myelomonocytic leukemia (CMML) share chromosomal and genetic lesions such as ASXL1 and JAK2 mutations, but effective treatments are lacking. The aim of the study was to identify perturbed pathways in MPN and CMML that were amenable to targeted molecular therapies. In a large genomic analysis of MPN cases, we identified recurrent deletions of multiple DNA repair genes, including BRCA2 and Fanconi anemia (FANC) proteins, which have been associated with poly (ADP-ribose) polymerase (PARP) inhibitor sensitivity. Neoplastic cells from these patients are hypersensitive to PARP inhibitors in vitro and may provide a therapeutic strategy to improve treatment response for patients with advanced MPNs. Genomic screens utilizing SNP-A karyotyping were performed on primary cells from 144 patients with either ET, PV, or MF (90 were previously reported, McDevitt et al., ASH 2009). We focused on the potential functional relevance of recurrent genomic deletions, including BRCA2, by performing a GO analysis using the EASE software application (Hosack et al. 2003). This revealed statistically significant (p≤0.05) enrichment of 13 biological pathways. Notably, genes involved in cell cycle regulation and DNA repair (DR) were enriched in MF loss regions (p=0.007) as compared to regions lost in ET and PV. Several genes directly involved in DR including BRCA2, XRCC2, and several members of the FANC pathway, also critical for DNA crosslink repair, were deleted or present in copy neutral LOH regions. DNA methyltransferase inhibitors are being tested clinically in MF patients, and both cell cycle and DNA repair genes have been identified as epigenetically silenced in hematological malignancies. We therefore screened for BRCA1, BRCA2, FANC-C, L, and N promoter CpG island methylation in a series of 48 MPN samples. No methylation was identified in BRCA2 and FANC members, suggesting a potential haploinsufficiency mechanism. Methylation of BRCA1 was identified in a small number of cases and is under further study in a larger cohort to investigate the effects on BRCA1 expression, DR and sensitivity to PARP inhibitors. Based on these genetic and epigenetic findings, we then focused on a functional analysis of the homologous recombination (HR) pathway. Leukocytes from normal controls and MPN patients were exposed to ionizing radiation (IR) and stained for Rad51 foci, a marker of HR activity. Six of 15 MPN/CMML samples (40%), but none of the controls failed to form IR-induced Rad51 foci, suggesting impaired HR. Of the samples that demonstrated defects in HR [MPN-U, MF, CMML (2), MDS/MPN-U, and CML], there was no significant correlation between the MPN subtype, the JAK2 mutation status, or the specific metaphase karyotype, but the most sensitive case in our series exhibited a deletion of Ch13q that spanned the BRCA2 gene. We then examined sensitivity of MPN vs. normal myeloid progenitors to the PARP inhibitors veliparib and/or olaparib in methylcellulose (MC)-based colony forming assays. Failure to form Rad51 foci with irradiation was statistically correlated with PARP inhibitor sensitivity (p = 0.021). When an expanded series of cases were then analyzed for PARP inhibitor sensitivity using the MC colony assay, lower IC50s for both veliparib and olaparib were observed in MPN cases (N= 25, IC50S=2.69uM vs. 11.2uM, N=15 IC50S=.64uM vs. 1.27uM, respectively) relative to normal controls (p =.0003, p =.05, via Wilconon rank-sum test respectively). Two cases in this series were treated on a clinical trial combining the ABT-888 PARP inhibitor with salvage chemotherapy consisting of carboplatin and topotecan (Karp et al., ASH 2010). Both patients, one with sAML evolving out of PPV-MF, and a second with accelerating MPN-U, had failed four prior therapies but achieved complete clearance of bone marrow blasts at day 14. Interestingly, cells from this MPN-U patient (13q-) were the most sensitive to PARP inhibition in vitro. Additional accrual and correlative evaluations are underway and will be updated at the meeting. Collectively, these results demonstrate that a subset of MPN and CMML patients have intrinsic genetic and epigenetic defects affecting the FANC and HR pathways, providing pre-clinical rationale for the use of PARP inhibitors in the treatment of aggressive MPN and CMML. Disclosures: No relevant conflicts of interest to declare.


2019 ◽  
Vol 10 ◽  
Author(s):  
Hengzi Sun ◽  
Dongyan Cao ◽  
Xiangwen Ma ◽  
Jiaxin Yang ◽  
Peng Peng ◽  
...  

2016 ◽  
Vol 17 (1) ◽  
pp. 97-106 ◽  
Author(s):  
Tereza Halkova ◽  
Sarka Dvorakova ◽  
Vlasta Sykorova ◽  
Eliska Vaclavikova ◽  
Josef Vcelak ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document