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1.
Am J Med Genet C Semin Med Genet ; 193(1): 7-12, 2023 03.
Article in English | MEDLINE | ID: mdl-36691939

ABSTRACT

The cost and time needed to conduct whole-genome sequencing (WGS) have decreased significantly in the last 20 years. At the same time, the number of conditions with a known molecular basis has steadily increased, as has the number of investigational new drug applications for novel gene-based therapeutics. The prospect of precision gene-targeted therapy for all seems in reach… or is it? Here we consider practical and strategic considerations that need to be addressed to establish a foundation for the early, effective, and equitable delivery of these treatments.


Subject(s)
Genetic Therapy , Rare Diseases , Humans , Rare Diseases/genetics , Rare Diseases/therapy
2.
Front Microbiol ; 13: 800269, 2022.
Article in English | MEDLINE | ID: mdl-35591997

ABSTRACT

Campylobacter jejuni causes foodborne gastroenteritis and may trigger acute autoimmune sequelae including Guillain Barré Syndrome. Onset of neuromuscular paralysis is associated with exposure to C. jejuni lipooligosaccharide (LOS) classes A, B, C, D, and E that mimic and evoke antibodies against gangliosides on myelin and axons of peripheral nerves. Family members managing a Michigan dairy operation reported recurring C. jejuni gastroenteritis. Because dairy cattle are known to shed C. jejuni, we hypothesized that calves in the sick pen were the source of human infections. Fecal samples obtained from twenty-five calves, one dog, and one asymptomatic family member were cultured for Campylobacter. C. jejuni isolates were obtained from thirteen calves and the family member: C. coli from two calves, and C. hyointestinalis from two calves. Some calves had diarrhea; most were clinically normal. Typing of lipooligosaccharide biosynthetic loci showed that eight calf C. jejuni isolates fell into classes A, B, and C. Two calf isolates and the human isolate possessed LOS class E, associated mainly with enteric disease and rarely with Guillain Barré Syndrome. Multi-locus sequence typing, porA and flaA typing, and whole genome comparisons of the thirteen C. jejuni isolates indicated that the three LOS class E strains that included the human isolate were closely related, indicating zoonotic transmission. Whole-genome comparisons revealed that isolates differed in virulence gene content, particularly in loci encoding biosynthesis of surface structures. Family members experienced diarrheal illness repeatedly over 2 years, yet none experienced GBS despite exposure to calves carrying invasive C. jejuni with LOS known to elicit antiganglioside autoantibodies.

3.
Database (Oxford) ; 20212021 03 30.
Article in English | MEDLINE | ID: mdl-33784373

ABSTRACT

Developments in high-throughput sequencing (HTS) result in an exponential increase in the amount of data generated by sequencing experiments, an increase in the complexity of bioinformatics analysis reporting and an increase in the types of data generated. These increases in volume, diversity and complexity of the data generated and their analysis expose the necessity of a structured and standardized reporting template. BioCompute Objects (BCOs) provide the requisite support for communication of HTS data analysis that includes support for workflow, as well as data, curation, accessibility and reproducibility of communication. BCOs standardize how researchers report provenance and the established verification and validation protocols used in workflows while also being robust enough to convey content integration or curation in knowledge bases. BCOs that encapsulate tools, platforms, datasets and workflows are FAIR (findable, accessible, interoperable and reusable) compliant. Providing operational workflow and data information facilitates interoperability between platforms and incorporation of future dataset within an HTS analysis for use within industrial, academic and regulatory settings. Cloud-based platforms, including High-performance Integrated Virtual Environment (HIVE), Cancer Genomics Cloud (CGC) and Galaxy, support BCO generation for users. Given the 100K+ userbase between these platforms, BioCompute can be leveraged for workflow documentation. In this paper, we report the availability of platform-dependent and platform-independent BCO tools: HIVE BCO App, CGC BCO App, Galaxy BCO API Extension and BCO Portal. Community engagement was utilized to evaluate tool efficacy. We demonstrate that these tools further advance BCO creation from text editing approaches used in earlier releases of the standard. Moreover, we demonstrate that integrating BCO generation within existing analysis platforms greatly streamlines BCO creation while capturing granular workflow details. We also demonstrate that the BCO tools described in the paper provide an approach to solve the long-standing challenge of standardizing workflow descriptions that are both human and machine readable while accommodating manual and automated curation with evidence tagging. Database URL:  https://www.biocomputeobject.org/resources.


Subject(s)
Computational Biology , Genomics , High-Throughput Nucleotide Sequencing , Humans , Reproducibility of Results , Software , Workflow
4.
Gigascience ; 10(1)2021 01 13.
Article in English | MEDLINE | ID: mdl-33438730

ABSTRACT

As the scale of biological data generation has increased, the bottleneck of research has shifted from data generation to analysis. Researchers commonly need to build computational workflows that include multiple analytic tools and require incremental development as experimental insights demand tool and parameter modifications. These workflows can produce hundreds to thousands of intermediate files and results that must be integrated for biological insight. Data-centric workflow systems that internally manage computational resources, software, and conditional execution of analysis steps are reshaping the landscape of biological data analysis and empowering researchers to conduct reproducible analyses at scale. Adoption of these tools can facilitate and expedite robust data analysis, but knowledge of these techniques is still lacking. Here, we provide a series of strategies for leveraging workflow systems with structured project, data, and resource management to streamline large-scale biological analysis. We present these practices in the context of high-throughput sequencing data analysis, but the principles are broadly applicable to biologists working beyond this field.


Subject(s)
Computational Biology , Software , Data Analysis , High-Throughput Nucleotide Sequencing , Workflow
5.
F1000Res ; 9: 1144, 2020.
Article in English | MEDLINE | ID: mdl-33299553

ABSTRACT

The BioCompute Object (BCO) standard is an IEEE standard (IEEE 2791-2020) designed to facilitate the communication of next-generation sequencing data analysis with applications across academia, government agencies, and industry. For example, the Food and Drug Administration (FDA) supports the standard for regulatory submissions and includes the standard in their Data Standards Catalog for the submission of HTS data. We created the BCO App to facilitate BCO generation in a range of computational environments and, in part, to participate in the Advanced Track of the precisionFDA BioCompute Object App-a-thon. The application facilitates the generation of BCOs from both workflow metadata provided as plaintext and from workflow contents written in the Common Workflow Language. The application can also access and ingest task execution results from the Cancer Genomics Cloud (CGC), an NCI funded computational platform. Creating a BCO from a CGC task significantly reduces the time required to generate a BCO on the CGC by auto-populating workflow information fields from CGC workflow and task execution results. The BCO App supports exporting BCOs as JSON or PDF files and publishing BCOs to both the CGC platform and to GitHub repositories.


Subject(s)
Computational Biology , Mobile Applications , Genomics , High-Throughput Nucleotide Sequencing , Workflow
6.
J Neuroimmunol ; 337: 577048, 2019 12 15.
Article in English | MEDLINE | ID: mdl-31678855

ABSTRACT

The peripheral neuropathy Guillain-Barré Syndrome can follow Campylobacter jejuni infection when outer core lipooligosaccharides induce production of neurotoxic anti-ganglioside antibodies. We hypothesized that gut microbiota depletion with an antibiotic would increase C. jejuni colonization, severity of gastroenteritis, and GBS. Microbiota depletion increased C. jejuni colonization, invasion, and colitis with Type 1/17 T cells in gut lamina propria. It also stimulated Type 1/17 anti-C. jejuni and -antiganglioside-antibodies, Type 2 anti-C. jejuni and -antiganglioside antibodies, and neurologic phenotypes. Results indicate that both C. jejuni strain and gut microbiota affect development of inflammation and GBS and suggest that probiotics following C. jejuni infection may ameliorate inflammation and autoimmune disease.


Subject(s)
Anti-Bacterial Agents/toxicity , Autoimmunity/drug effects , Campylobacter Infections/pathology , Colitis/pathology , Disease Models, Animal , Gastrointestinal Microbiome/drug effects , Animals , Autoimmunity/physiology , Campylobacter Infections/chemically induced , Campylobacter Infections/immunology , Campylobacter jejuni/drug effects , Campylobacter jejuni/immunology , Colitis/chemically induced , Colitis/immunology , Female , Gastrointestinal Microbiome/physiology , Guillain-Barre Syndrome/chemically induced , Guillain-Barre Syndrome/immunology , Guillain-Barre Syndrome/pathology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Microbiota/drug effects , Microbiota/physiology , Severity of Illness Index
7.
F1000Res ; 8: 1006, 2019.
Article in English | MEDLINE | ID: mdl-31508216

ABSTRACT

The sourmash software package uses MinHash-based sketching to create "signatures", compressed representations of DNA, RNA, and protein sequences, that can be stored, searched, explored, and taxonomically annotated. sourmash signatures can be used to estimate sequence similarity between very large data sets quickly and in low memory, and can be used to search large databases of genomes for matches to query genomes and metagenomes. sourmash is implemented in C++, Rust, and Python, and is freely available under the BSD license at http://github.com/dib-lab/sourmash.


Subject(s)
Genome , Software , Databases, Factual
8.
Microbiome ; 5(1): 92, 2017 08 08.
Article in English | MEDLINE | ID: mdl-28789710

ABSTRACT

BACKGROUND: Campylobacter jejuni is the leading antecedent infection to the autoimmune neuropathy Guillain-Barré syndrome (GBS), which is accompanied by an autoimmune anti-ganglioside antibody attack on peripheral nerves. Previously, we showed that contrasting immune responses mediate C. jejuni induced colitis and autoimmunity in interleukin-10 (IL-10)-deficient mice, dependent upon the infecting strain. Strains from colitis patients elicited T helper 1 (TH1)-dependent inflammatory responses while strains from GBS patients elicited TH2-dependent autoantibody production. Both syndromes were exacerbated by antibiotic depletion of the microbiota, but other factors controlling susceptibility to GBS are unknown. METHODS: Using 16S rRNA gene high-throughput sequencing, we examined whether structure of the gut microbial community alters host (1) gastrointestinal inflammation or (2) anti-ganglioside antibody responses after infection with C. jejuni strains from colitis or GBS patients. We compared these responses in C57BL/6 mice with either (1) stable human gut microbiota (Humicrobiota) transplants or (2) conventional mouse microbiota (Convmicrobiota). RESULTS: Inoculating germ-free C57BL/6 wild-type (WT) mice with a mixed human fecal slurry provided a murine model that stably passed its microbiota over >20 generations. Mice were housed in specific pathogen-free (SPF) facilities, while extra precautions of having caretakers wear sterile garb along with limited access ensured that no mouse pathogens were acquired. Humicrobiota conferred many changes upon the WT model in contrast to previous results, which showed only colonization with no disease after C. jejuni challenge. When compared to Convmicrobiota mice for susceptibility to C. jejuni enteric or GBS patient strains, infected Humicrobiota mice had (1) 10-100 fold increases in C. jejuni colonization of both strains, (2) pathologic change in draining lymph nodes but only mild changes in colon or cecal lamina propria, (3) significantly lower Th1/Th17-dependent anti-C. jejuni responses, (4) significantly higher IL-4 responses at 5 but not 7 weeks post infection (PI), (5) significantly higher Th2-dependent anti-C. jejuni responses, and (6) significantly elevated anti-ganglioside autoantibodies after C. jejuni infection. These responses in Humicrobiota mice were correlated with a dominant Bacteroidetes and Firmicutes microbiota. CONCLUSIONS: These data demonstrate that Humicrobiota altered host-pathogen interactions in infected mice, increasing colonization and Th-2 and autoimmune responses in a C. jejuni strain-dependent manner. Thus, microbiota composition is another factor controlling susceptibility to GBS.


Subject(s)
Autoantibodies/biosynthesis , Campylobacter Infections/immunology , Fecal Microbiota Transplantation , Guillain-Barre Syndrome/immunology , Guillain-Barre Syndrome/microbiology , Animals , Autoantibodies/blood , Autoantibodies/immunology , Autoimmunity , Campylobacter Infections/microbiology , Campylobacter jejuni/immunology , Colitis/etiology , Colitis/immunology , Colitis/microbiology , Disease Models, Animal , Feces/microbiology , Host-Pathogen Interactions , Humans , Inflammation , Interleukin-10/immunology , Interleukin-4/immunology , Mice , Mice, Inbred C57BL , RNA, Ribosomal, 16S
9.
Anim Health Res Rev ; 18(2): 99-111, 2017 12.
Article in English | MEDLINE | ID: mdl-29665882

ABSTRACT

Campylobacter jejuni is an important zoonotic pathogen recently designated a serious antimicrobial resistant (AR) threat. While most patients with C. jejuni experience hemorrhagic colitis, serious autoimmune conditions can follow including inflammatory bowel disease (IBD) and the acute neuropathy Guillain Barré Syndrome (GBS). This review examines inter-relationships among factors mediating C. jejuni diarrheal versus autoimmune disease especially AR C. jejuni and microbiome shifts. Because both susceptible and AR C. jejuni are acquired from animals or their products, we consider their role in harboring strains. Inter-relationships among factors mediating C. jejuni colonization, diarrheal and autoimmune disease include C. jejuni virulence factors and AR, the enteric microbiome, and host responses. Because AR C. jejuni have been suggested to affect the severity of disease, length of infections and propensity to develop GBS, it is important to understand how these interactions occur when strains are under selection by antimicrobials. More work is needed to elucidate host-pathogen interactions of AR C. jejuni compared with susceptible strains and how AR C. jejuni are maintained and evolve in animal reservoirs and the extent of transmission to humans. These knowledge gaps impair the development of effective strategies to prevent the emergence of AR C. jejuni in reservoir species and human populations.


Subject(s)
Campylobacter Infections/microbiology , Campylobacter jejuni/drug effects , Drug Resistance, Microbial , Microbiota , Animals , Guillain-Barre Syndrome , Host-Pathogen Interactions , Humans , Virulence Factors
10.
Am J Respir Cell Mol Biol ; 54(3): 331-40, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26203683

ABSTRACT

Inhalation exposures to ozone commonly encountered in photochemical smog cause airway injury and inflammation. Elevated ambient ozone concentrations have been epidemiologically associated with nasal airway activation of neutrophils and eosinophils. In the present study, we elucidated the temporal onset and lymphoid cell dependency of eosinophilic rhinitis and associated epithelial changes in mice repeatedly exposed to ozone. Lymphoid cell-sufficient C57BL/6 mice were exposed to 0 or 0.5 parts per million (ppm) ozone for 1, 2, 4, or 9 consecutive weekdays (4 h/d). Lymphoid cell-deficient, Rag2(-/-)Il2rg(-/-) mice were similarly exposed for 9 weekdays. Nasal tissues were taken at 2 or 24 hours after exposure for morphometric and gene expression analyses. C57BL/6 mice exposed to ozone for 1 day had acute neutrophilic rhinitis, with airway epithelial necrosis and overexpression of mucosal Ccl2 (MCP-1), Ccl11 (eotaxin), Cxcl1 (KC), Cxcl2 (MIP-2), Hmox1, Il1b, Il5, Il6, Il13, and Tnf mRNA. In contrast, 9-day ozone exposure elicited type 2 immune responses in C57BL/6 mice, with mucosal mRNA overexpression of Arg1, Ccl8 (MCP-2), Ccl11, Chil4 (Ym2), Clca1 (Gob5), Il5, Il10, and Il13; increased density of mucosal eosinophils; and nasal epithelial remodeling (e.g., hyperplasia/hypertrophy, mucous cell metaplasia, hyalinosis, and increased YM1/YM2 proteins). Rag2(-/-)Il2rg(-/-) mice exposed to ozone for 9 days, however, had no nasal pathology or overexpression of transcripts related to type 2 immunity. These results provide a plausible paradigm for the activation of eosinophilic inflammation and type 2 immunity found in the nasal airways of nonatopic individuals subjected to episodic exposures to high ambient ozone.


Subject(s)
Eosinophilia/immunology , Immunity, Mucosal , Lymphocytes/immunology , Nasal Mucosa/immunology , Ozone , Rhinitis/immunology , Animals , Cytokines/genetics , Cytokines/metabolism , DNA-Binding Proteins/deficiency , DNA-Binding Proteins/genetics , Disease Models, Animal , Eosinophilia/chemically induced , Eosinophilia/genetics , Eosinophilia/metabolism , Gene Expression Regulation , Genotype , Inflammation Mediators/metabolism , Inhalation Exposure , Interleukin Receptor Common gamma Subunit/deficiency , Interleukin Receptor Common gamma Subunit/genetics , Lymphocytes/metabolism , Male , Mice, Inbred C57BL , Mice, Knockout , Nasal Mucosa/metabolism , Phenotype , RNA, Messenger/metabolism , Rhinitis/chemically induced , Rhinitis/genetics , Rhinitis/metabolism , Signal Transduction , Time Factors
11.
Alcohol Clin Exp Res ; 35(12): 2113-20, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21919919

ABSTRACT

BACKGROUND: We recently reported that exposure of human cells in vitro to acetaldehyde resulted in the activation of the Fanconi anemia-breast cancer susceptibility (FA-BRCA) DNA damage response network. METHODS: To determine whether intracellular generation of acetaldehyde from ethanol metabolism can cause DNA damage and activate the FA-BRCA network, we engineered HeLa cells to metabolize alcohol by expression of human alcohol dehydrogenase (ADH) 1B. RESULTS: Incubation of HeLa-ADH1B cells with ethanol (20 mM) resulted in acetaldehyde accumulation in the media, which was prevented by co-incubation with 4-methyl pyrazole (4-MP), a specific inhibitor of ADH. Ethanol treatment of HeLa-ADH1B cells produced a 4-fold increase in the acetaldehyde-DNA adduct and N(2)-ethylidene-dGuo and also resulted in the activation of the FA-BRCA DNA damage response network, as indicated by a monoubiquitination of FANCD2 and phosphorylation of BRCA1. Ser 1524 was identified as 1 site of BRCA1 phosphorylation. The increased levels of DNA adducts, FANCD2 monoubiquitination, and BRCA1 phosphorylation were all blocked by 4-MP, indicating that acetaldehyde, rather than ethanol itself, was responsible for all 3 responses. Importantly, the ethanol concentration we used is within the range that can be attained in the human body during social drinking. CONCLUSIONS: Our results indicate that intracellular metabolism of ethanol to acetaldehyde results in DNA damage, which activates the FA-BRCA DNA damage response network.


Subject(s)
Acetaldehyde/metabolism , BRCA1 Protein/metabolism , DNA Adducts , Ethanol/metabolism , Fanconi Anemia Complementation Group D2 Protein/metabolism , Alcohol Dehydrogenase/genetics , Alcohol Dehydrogenase/metabolism , HeLa Cells , Humans
12.
Biochemistry ; 49(44): 9542-50, 2010 Nov 09.
Article in English | MEDLINE | ID: mdl-20932054

ABSTRACT

D-arginine dehydrogenase from Pseudomonas aeruginosa catalyzes the oxidation of D-arginine to iminoarginine, which is hydrolyzed in solution to ketoarginine and ammonia. In the present study, we have genetically engineered an untagged form of the enzyme that was purified to high levels and characterized in its kinetic properties. The enzyme is a true dehydrogenase that does not react with molecular oxygen. Steady-state kinetic studies with D-arginine or D-histidine as substrate and PMS as the electron acceptor established a ping-pong bi-bi kinetic mechanism. With the fast substrate D-arginine a dead-end complex of the reduced enzyme and the substrate occurs at high concentrations of D-arginine yielding substrate inhibition, while the overall turnover is partially limited by the release of the iminoarginine product. With the slow substrate D-histidine the initial Michaelis complex undergoes an isomerization involving multiple conformations that are not all equally catalytically competent for the subsequent oxidation reaction, while the overall turnover is at least partially limited by flavin reduction. The kinetic data are interpreted in view of the high-resolution crystal structures of the iminoarginine--and iminohistidine--enzyme complexes.


Subject(s)
Amino Acid Oxidoreductases/metabolism , Arginine/metabolism , Pseudomonas aeruginosa/enzymology , Amino Acid Oxidoreductases/genetics , Amino Acid Oxidoreductases/isolation & purification , Flavins/metabolism , Gene Expression , Histidine/metabolism , Kinetics , Oxidation-Reduction , Oxygen/metabolism , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/metabolism , Substrate Specificity
13.
Free Radic Biol Med ; 33(2): 292-8, 2002 Jul 15.
Article in English | MEDLINE | ID: mdl-12106825

ABSTRACT

The enzyme 8-oxoguanine DNA glycosylase 1 participates in the repair of damaged DNA by excising the oxidized base 8-hydroxy-2'-deoxyguanosine. We have previously demonstrated that enzymatic activity of this enzyme is inversely related to the levels of the damaged base in specific brain regions. We now report that the activity of 8-oxoguanine DNA glycosylase 1 is increased in a region-specific manner following treatment with diethylmaleate, a compound that reduces glutathione levels in the cell. A single treatment with diethylmaleate elicited a significant increase ( approximately 2-fold) in the activity of 8-oxoguanine DNA glycosylase 1 in three brain regions with low basal levels of activity (cerebellum, cortex, and pons/medulla). There was no change in the activity of 8-oxoguanine DNA glycosylase 1 in those regions with high basal levels of activity (hippocampus, caudate/putamen, and midbrain). This is the first report to demonstrate that DNA repair capacity can be upregulated in the CNS, and the increased repair activity correlates with a reduction in the levels of DNA damage. The brain region-specific capacity to deal with increased oxidative damage to DNA may be responsible, in part, for the vulnerability of specific neuronal populations with aging, sources of oxidative stress, and neurodegenerative diseases.


Subject(s)
Brain/drug effects , DNA Damage/drug effects , DNA Repair/drug effects , Deoxyguanosine/analogs & derivatives , Maleates/toxicity , Oxidative Stress/physiology , 8-Hydroxy-2'-Deoxyguanosine , Animals , Biomarkers , Brain/metabolism , DNA-Formamidopyrimidine Glycosylase , Deoxyguanosine/metabolism , Free Radicals/metabolism , Glutathione/metabolism , Male , Mice , Mice, Inbred C57BL , N-Glycosyl Hydrolases/metabolism
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