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  • 1
    Publication Date: 2014-07-24
    Description: Background: Large DNA sequence data sets require special bioinformatics tools to search and compare them. Such tools should be easy to use so that the data can be easily accessed by a wide array of researchers. In the past, the use of suffix trees for searching DNA sequences has been limited by a practical need to keep the trees in RAM. Newer algorithms solve this problem by using disk-based approaches. However, none of the fastest suffix tree algorithms have been implemented with a graphical user interface, preventing their incorporation into a feasible laboratory workflow. Results: Suffix Tree Searcher (STS) is designed as an easy-to-use tool to index, search, and analyze very large DNA sequence datasets. The program accommodates very large numbers of very large sequences, with aggregate size reaching tens of billions of nucleotides. The program makes use of pre-sorted persistent "building blocks" to reduce the time required to construct new trees. STS is comprised of a graphical user interface written in Java, and four C modules. All components are automatically downloaded when a web link is clicked. The underlying suffix tree data structure permits extremely fast searching for specific nucleotide strings, with wild cards or mismatches allowed. Complete tree traversals for detecting common substrings are also very fast. The graphical user interface allows the user to transition seamlessly between building, traversing, and searching the dataset. Conclusions: Thus, STS provides a new resource for the detection of substrings common to multiple DNA sequences or within a single sequence, for truly huge data sets. The re-searching of sequence hits, allowing wild card positions or mismatched nucleotides, together with the ability to rapidly retrieve large numbers of sequence hits from the DNA sequence files, provides the user with an efficient method of evaluating the similarity between nucleotide sequences by multiple alignment or use of Logos. The ability to re-use existing suffix tree pieces considerably shortens index generation time. The graphical user interface enables quick mastery of the analysis functions, easy access to the generated data, and seamless workflow integration.
    Electronic ISSN: 1756-0500
    Topics: Biology , Medicine
    Published by BioMed Central
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  • 2
    Publication Date: 2016-12-02
    Description: Introduction:Patients with transfusion dependent thalassemia (TDT) have a genetic anemia that causes incomplete erythropoiesis and iron overload. Plasma zinc deficiency is also seen in roughly 25% of patients with TDT. Iron overload is thought to be related to a number of secondary complications in TDT including cardiomyopathy and diabetes. However, in TDT the effects of altered Zn status are not as well characterized and the effects of low copper (Cu) are even less well known. One possible cause of these complications is oxidative damage to tissues. This oxidative stress can be caused by labile plasma iron (LPI), a component of the non-transferrin bound iron pool, which is often seen in individuals suffering from iron overload. LPI is both redox-active and chelatable and is the likely culprit distributing iron to extra-hepatic tissues. Through reactive Fenton chemistry, LPI, can also cause lipid peroxidation releasing malondialdehyde (MDA) and 4-hydroxynonenal (4-HNE), which are damage-associated molecular patterns and markers of oxidative tissue damage that activate the immune system to induce inflammation. Incomplete erythropoiesis as well as transfusional iron overload are responsible for an increase in the amount of poorly handled, redox active LPI in TDT. Thus, we hypothesized that changes in the levels of key iron trafficking proteins (such as soluble transferrin receptor (sTfR) or hemopexin) would affect oxidative stress levels in TDT. We also hypothesized that metal dyshomeostasis, such as a functional Zn or Cu deficiency would affect oxidative stress. Aims: The purpose of this pilot project is to 1) Determine the state of circulating levels of oxidative stress markers and iron trafficking proteins in TDT patients and 2) Explore the relationship between the markers and proteins measured in (1)and the Zn and Cu status of TDT patients. Methods:39 subjects with informed consent were enrolled (29 patients with TDT and 10 controls). Liver iron concentration (LIC) was measured by a superconducting quantum interference device (SQUID™). LPI was measured using dihydrorhodamine 123. Both MDA and MDA + 4-HNE were measured using N-methyl-2-phenylindole. The iron trafficking proteins sTfR, transferrin, haptoglobin and hemopexin were measured by immunoassay isolation followed by multiplex multiple reaction monitoring mass spectrometry. Zn and Cu were assessed by inductively coupled plasma atomic emission spectroscopy. Fructosamine was measured by quantitative spectrophotometry. Results: Patients with TDT had elevated LIC levels of 2681 ± 2424 ug iron/g wet weight. Plasma levels of the iron trafficking proteins, transferrin, hemopexin and haptoglobin were all decreased in TDT patients (P
    Print ISSN: 0006-4971
    Electronic ISSN: 1528-0020
    Topics: Biology , Medicine
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  • 3
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  • 5
    Publication Date: 2017-12-07
    Description: Background: Neurodegeneration with Brain Iron Accumulation (NBIA) is a group of rare genetic disorders characterized by progressive degenerative motor symptoms and the accumulation of iron in the basal ganglia. Pantothenate Kinase-Associated Neurodegeneration (PKAN) is a form of NBIA caused by a mutation in the PANK2 gene leading to a deficiency in pantothenate kinase. Phospholipase A2G6-Associated Neurodegeneration (PLAN) is caused by a mutation in the PLA2G6 gene resulting in impaired phospholipase activity. Current understanding of systemic changes in NBIA disorders is limited, leaving no clear diagnostic biomarkers. Monitoring the systemic changes could identify candidate biomarkers for assessing disease severity and evaluating the efficacy of new therapies. Previous studies of Parkinson's disease (PD) have found a systemic burden of increased oxidative stress and chronic inflammation accompanies the neurological symptoms of the disease. Similarly, abnormal systemic iron regulation associated with brain iron accumulation as well as damage associated with neuromuscular degeneration could lead to increased oxidative stress and a state of chronic inflammation in NBIA. Our initial investigation of a patient with PLAN1, revealed elevated levels of systemic oxidative stress. We investigated a group of PKAN patients as well as continued our investigation of a patient with PLAN to evaluate the possibility of abnormal iron trafficking, increased oxidative stress and chronic inflammation in NBIA. Our aim was to expand our investigation of circulating levels of inflammatory cytokines, oxidative stress markers and iron regulatory and metabolic proteins in NBIA patients to include a group of patients with PKAN. Methods: Plasma samples from 15 PKAN patients were collected at the UCSF Benioff Children's Hospital in Oakland, California. Similarly, a plasma sample from a patient with PLAN was collected in Campbell River, British Columbia. Plasma samples from a matched group of 15 healthy controls were also collected at the University of Victoria. All patients provided informed consent to the study. The pro-inflammatory cytokines IL-6 and TNFα as well as the anti-inflammatory cytokine IL-10 were measured by ELISA. Total levels of the lipid peroxidation product malondialdehyde (MDA) were measured using N-Methyl-Phenyl-Indole (NMPI). Free, acutely generated, MDA not bound to proteins, was measured by removing plasma proteins via a 10KD spin filtration then measuring the MDA content of resulting filtrate using NMPI. Results: The levels of MDA and Free MDA were significantly elevated in PKAN patients at baseline in comparison to controls (p = 0.05, p = 0.03). IL-6 and TNFα were slightly, but not significantly elevated at baseline compared to controls. We previously demonstrated, similar elevations of oxidative stress in our case study of an NBIA patient with PLAN1. Additionally, all three inflammatory cytokines measured for this study expansion in PLAN were higher than average levels observed in the PKAN and control groups (S ee Table 1). Further analysis of systemic biomarkers in NBIA including proteomic analysis of 30 systemic blood proteins, including iron trafficking proteins is ongoing. Conclusions: We expand previous findings of elevated levels of systemic oxidative stress in other neurodegenerative diseases such as PD to include NBIA patients with PKAN and PLAN. We provide novel evidence of elevated levels of Free MDA; representative of an acute oxidative stress burden in NBIA in addition to the previously noted elevation in total MDA levels. We provide preliminary signs that of an accompanying inflammatory burden in NBIA, but a larger sample group may be needed to determine its significance. References M. Minkley, A. Jackson, D. Smith, C. Borchers, E. Vichinsky, R. Nashmi, P.B. Walter and P. M. Macloed. (2017). Neurodegeneration with Brain Iron Accumulation: PLA2G6-Associated Dystonia-Parkinsonism: Clinical and Animal Studies. Presented at the 2017 European Human Genetics Conference, Copenhagen, Denmark . Disclosures Minkley: Apopharma: Research Funding. Neumayr: Apopharma: Research Funding. Walter: Apopharma: Research Funding.
    Print ISSN: 0006-4971
    Electronic ISSN: 1528-0020
    Topics: Biology , Medicine
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