Browsing by Subject "DNA Copy Number Variations / genetics"
Now showing 1 - 2 of 2
- Results Per Page
- Sort Options
Item Genetically-regulated transcriptomics & copy number variation of proctitis points to altered mitochondrial and DNA repair mechanisms in individuals of European ancestry(BioMed Central Ltd., 2020-10-02) Pathak, Gita A.; Polimanti, Renato; Silzer, Talisa K.; Wendt, Frank R.; Chakraborty, Ranajit; Phillips, Nicole R.BACKGROUND: Proctitis is an inflammation of the rectum and may be induced by radiation treatment for cancer. The genetic heritability of developing radiotoxicity and prior role of genetic variants as being associated with side-effects of radiotherapy necessitates further investigation for underlying molecular mechanisms. In this study, we investigated gene expression regulated by genetic variants, and copy number variation in prostate cancer survivors with radiotoxicity. METHODS: We investigated proctitis as a radiotoxic endpoint in prostate cancer patients who received radiotherapy (n = 222). We analyzed the copy number variation and genetically regulated gene expression profiles of whole-blood and prostate tissue associated with proctitis. The SNP and copy number data were genotyped on Affymetrix(R) Genome-wide Human SNP Array 6.0. Following QC measures, the genotypes were used to obtain gene expression by leveraging GTEx, a reference dataset for gene expression association based on genotype and RNA-seq information for prostate (n = 132) and whole-blood tissue (n = 369). RESULTS: In prostate tissue, 62 genes were significantly associated with proctitis, and 98 genes in whole-blood tissue. Six genes - CABLES2, ATP6AP1L, IFIT5, ATRIP, TELO2, and PARD6G were common to both tissues. The copy number analysis identified seven regions associated with proctitis, one of which (ALG1L2) was also associated with proctitis based on transcriptomic profiles in the whole-blood tissue. The genes identified via transcriptomics and copy number variation association were further investigated for enriched pathways and gene ontology. Some of the enriched processes were DNA repair, mitochondrial apoptosis regulation, cell-to-cell signaling interaction processes for renal and urological system, and organismal injury. CONCLUSIONS: We report gene expression changes based on genetic polymorphisms. Integrating gene-network information identified these genes to relate to canonical DNA repair genes and processes. This investigation highlights genes involved in DNA repair processes and mitochondrial malfunction possibly via inflammation. Therefore, it is suggested that larger studies will provide more power to infer the extent of underlying genetic contribution for an individual's susceptibility to developing radiotoxicity.Item Optimization and Evaluation of qPCR Duplex Assay for mtDNA Copy Number Quantification(2020-05) Johnson, Gretchen A.; Planz, John V.; Phillips, Nicole R.; Zascavage, Roxanne R.Purpose: The mitochondrial genome (mtDNA) encodes thirteen essential proteins in oxidative phosphorylation, the cell's primary energy-generating process. Depending on the cell type and stage of development, each cell contains an average of 103 to 104 copies of mtDNA. Current methods of quantification of mtDNA copy number can be imprecise due to low efficiencies of assays and inherent imbalance of mtDNA copy number with nuclear DNA (nDNA) copy number. Accurate quantification of both mtDNA and nDNA is important when calculating the ratio of mtDNA to nDNA. The goal of this project is to optimize a duplex assay that will give precise and accurate estimates in human samples. Methods: Here we employ synthetic oligomer standards for an absolute real-time qPCR assay. The significance of using absolute qPCR is that the standard curve allows for the direct comparison of unknowns to obtain a copy number. The mitochondrial target is a site in the minor arc (MinArc), and the nuclear target is a single copy locus ([beta]2M). The accuracy of this assay was evaluated using a standard reference material (SRM2372a) and the precision was evaluated via replications. Results: This design resulted in high R2 values for the standards as well as sufficiently high efficiencies. The precision of the assay was analyzed over 6 replicated runs and was deemed effectively reproducible. The accuracy was assessed with the use of a standard reference material (SRM 2372a) and was found to be problematic [Romsos et al., 2018]. This could be from a possible dilution bias of the SRM, effectively changing the copy number ratios in a difficult to predict way [Malik et al., 2011]. An attempt to mathematically correct the data was made but did not provide any solution. Conclusion: The optimization of this assay is ongoing due to the error in accuracy. The assay has proven to be precise and reproducible with sufficient efficiency. Possible future directions include sonication of samples and SRMs to examine if dilution bias could be the cause of inaccurate SRM quantification. Other methods of possibly reducing dilution bias mentioned in Malik et al. [2011] include manual shearing and the use of DNA carriers such as tRNA. Another avenue of future research could include a different method of mathematically correcting the data post run to improve accuracy. This assay has the potential to provide data which can be used to indicate overall mitochondrial health and can be utilized in various research areas such as aging, cancer, forensics and neurodevelopment.