9 results on '"Ezeonwuka, Chinelo"'
Search Results
2. Whole-Genome Sequencing Surveillance and Machine Learning of the Electronic Health Record for Enhanced Healthcare Outbreak Detection.
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Sundermann, Alexander J, Chen, Jieshi, Kumar, Praveen, Ayres, Ashley M, Cho, Shu Ting, Ezeonwuka, Chinelo, Griffith, Marissa P, Miller, James K, Mustapha, Mustapha M, Pasculle, A William, Saul, Melissa I, Shutt, Kathleen A, Srinivasa, Vatsala, Waggle, Kady, Snyder, Daniel J, Cooper, Vaughn S, Tyne, Daria Van, Snyder, Graham M, Marsh, Jane W, and Dubrawski, Artur
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PUBLIC health surveillance ,SEQUENCE analysis ,CROSS infection ,MACHINE learning ,TERTIARY care ,DATABASE management ,EPIDEMICS ,INFECTIOUS disease transmission ,DESCRIPTIVE statistics ,ELECTRONIC health records ,ALGORITHMS - Abstract
Background Most hospitals use traditional infection prevention (IP) methods for outbreak detection. We developed the Enhanced Detection System for Healthcare-Associated Transmission (EDS-HAT), which combines whole-genome sequencing (WGS) surveillance and machine learning (ML) of the electronic health record (EHR) to identify undetected outbreaks and the responsible transmission routes, respectively. Methods We performed WGS surveillance of healthcare-associated bacterial pathogens from November 2016 to November 2018. EHR ML was used to identify the transmission routes for WGS-detected outbreaks, which were investigated by an IP expert. Potential infections prevented were estimated and compared with traditional IP practice during the same period. Results Of 3165 isolates, there were 2752 unique patient isolates in 99 clusters involving 297 (10.8%) patient isolates identified by WGS; clusters ranged from 2–14 patients. At least 1 transmission route was detected for 65.7% of clusters. During the same time, traditional IP investigation prompted WGS for 15 suspected outbreaks involving 133 patients, for which transmission events were identified for 5 (3.8%). If EDS-HAT had been running in real time, 25–63 transmissions could have been prevented. EDS-HAT was found to be cost-saving and more effective than traditional IP practice, with overall savings of $192 408–$692 532. Conclusions EDS-HAT detected multiple outbreaks not identified using traditional IP methods, correctly identified the transmission routes for most outbreaks, and would save the hospital substantial costs. Traditional IP practice misidentified outbreaks for which transmission did not occur. WGS surveillance combined with EHR ML has the potential to save costs and enhance patient safety. [ABSTRACT FROM AUTHOR]
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- 2022
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3. Outbreak of Pseudomonas aeruginosa Infections from a Contaminated Gastroscope Detected by Whole Genome Sequencing Surveillance.
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Sundermann, Alexander J, Chen, Jieshi, Miller, James K, Saul, Melissa I, Shutt, Kathleen A, Griffith, Marissa P, Mustapha, Mustapha M, Ezeonwuka, Chinelo, Waggle, Kady, Srinivasa, Vatsala, Kumar, Praveen, Pasculle, A William, Ayres, Ashley M, Snyder, Graham M, Cooper, Vaughn S, Tyne, Daria Van, Marsh, Jane W, Dubrawski, Artur W, and Harrison, Lee H
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PUBLIC health surveillance ,BACTERIAL contamination ,MACHINE learning ,EPIDEMICS ,PSEUDOMONAS diseases ,GENOMES ,INFECTIOUS disease transmission ,ELECTRONIC health records ,GASTROSCOPY ,ALGORITHMS - Abstract
Background Traditional methods of outbreak investigations utilize reactive whole genome sequencing (WGS) to confirm or refute the outbreak. We have implemented WGS surveillance and a machine learning (ML) algorithm for the electronic health record (EHR) to retrospectively detect previously unidentified outbreaks and to determine the responsible transmission routes. Methods We performed WGS surveillance to identify and characterize clusters of genetically-related Pseudomonas aerugin osa infections during a 24-month period. ML of the EHR was used to identify potential transmission routes. A manual review of the EHR was performed by an infection preventionist to determine the most likely route and results were compared to the ML algorithm. Results We identified a cluster of 6 genetically related P. aeruginosa cases that occurred during a 7-month period. The ML algorithm identified gastroscopy as a potential transmission route for 4 of the 6 patients. Manual EHR review confirmed gastroscopy as the most likely route for 5 patients. This transmission route was confirmed by identification of a genetically-related P. aeruginosa incidentally cultured from a gastroscope used on 4of the 5 patients. Three infections, 2 of which were blood stream infections, could have been prevented if the ML algorithm had been running in real-time. Conclusions WGS surveillance combined with a ML algorithm of the EHR identified a previously undetected outbreak of gastroscope-associated P. aeruginosa infections. These results underscore the value of WGS surveillance and ML of the EHR for enhancing outbreak detection in hospitals and preventing serious infections. [ABSTRACT FROM AUTHOR]
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- 2021
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4. Transmission Dynamics and Microevolution of Neisseria meningitidis During Carriage and Invasive Disease in High School Students in Georgia and Maryland, 2006-2007.
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Mustapha, Mustapha M, Marsh, Jane W, Shutt, Kathleen A, Schlackman, Jessica, Ezeonwuka, Chinelo, Farley, Monica M, Stephens, David S, Wang, Xin, Tyne, Daria Van, Harrison, Lee H, and Van Tyne, Daria
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MENINGOCOCCAL infections ,NEISSERIA meningitidis ,HIGH school students ,MICROEVOLUTION ,BACTERIAL cell surfaces ,NUCLEOTIDE sequencing ,RESEARCH ,EVALUATION research ,COMPARATIVE studies ,GRAM-negative aerobic bacteria ,STUDENTS ,SCHOOLS ,RESEARCH funding ,CARRIER state (Communicable diseases) ,MEMBRANE proteins ,INFECTIOUS disease transmission - Abstract
Background: The mechanisms by which Neisseria meningitidis cause persistent human carriage and transition from carriage to invasive disease have not been fully elucidated.Methods: Georgia and Maryland high school students were sampled for pharyngeal carriage of N. meningitidis during the 2006-2007 school year. A total of 321 isolates from 188 carriers and all 67 invasive disease isolates collected during the same time and from the same geographic region underwent whole-genome sequencing. Core-genome multilocus sequence typing was used to compare allelic profiles, and direct read mapping was used to study strain evolution.Results: Among 188 N. meningitidis culture-positive students, 98 (52.1%) were N. meningitidis culture positive at 2 or 3 samplings. Most students who were positive at >1 sampling (98%) had persistence of a single strain. More than a third of students carried isolates that were highly genetically related to isolates from other students in the same school, and occasional transmission within the same county was also evident. The major pilin subunit gene, pilE, was the most variable gene, and no carrier had identical pilE sequences at different time points.Conclusion: We found strong evidence of local meningococcal transmission at both the school and county levels. Allelic variation within genes encoding bacterial surface structures, particularly pilE, was common. [ABSTRACT FROM AUTHOR]- Published
- 2021
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5. Outbreak of Vancomycin-resistant Enterococcus faecium in Interventional Radiology: Detection Through Whole-genome Sequencing-based Surveillance.
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Sundermann, Alexander J, Babiker, Ahmed, Marsh, Jane W, Shutt, Kathleen A, Mustapha, Mustapha M, Pasculle, Anthony W, Ezeonwuka, Chinelo, Saul, Melissa I, Pacey, Marissa P, Tyne, Daria Van, Ayres, Ashley M, Cooper, Vaughn S, Snyder, Graham M, and Harrison, Lee H
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CROSS infection prevention ,PREVENTION of infectious disease transmission ,PREVENTION of communicable diseases ,CONFIDENCE intervals ,ENTEROCOCCUS ,DISEASE outbreaks ,MEDICAL records ,PUBLIC health surveillance ,INTERVENTIONAL radiology ,STERILIZATION (Disinfection) ,ENTEROCOCCAL infections ,VANCOMYCIN resistance ,CONTRAST media ,CASE-control method ,DESCRIPTIVE statistics ,SEQUENCE analysis ,ACQUISITION of data methodology ,ODDS ratio ,INFECTIOUS disease transmission - Abstract
Background Vancomycin-resistant enterococci (VRE) are a major cause of hospital-acquired infections. The risk of infection from interventional radiology (IR) procedures is not well documented. Whole-genome sequencing (WGS) surveillance of clinical bacterial isolates among hospitalized patients can identify previously unrecognized outbreaks. Methods We analyzed WGS surveillance data from November 2016 to November 2017 for evidence of VRE transmission. A previously unrecognized cluster of 10 genetically related VRE (Enterococcus faecium) infections was discovered. Electronic health record review identified IR procedures as a potential source. An outbreak investigation was conducted. Results Of the 10 outbreak patients, 9 had undergone an IR procedure with intravenous (IV) contrast ≤22 days before infection. In a matched case-control study, preceding IR procedure and IR procedure with contrast were associated with VRE infection (matched odds ratio [MOR], 16.72; 95% confidence interval [CI], 2.01 to 138.73; P =.009 and MOR, 39.35; 95% CI, 7.85 to infinity; P <.001, respectively). Investigation of IR practices and review of the manufacturer's training video revealed sterility breaches in contrast preparation. Our investigation also supported possible transmission from an IR technician. Infection prevention interventions were implemented, and no further IR-associated VRE transmissions have been observed. Conclusions A prolonged outbreak of VRE infections related to IR procedures with IV contrast resulted from nonsterile preparation of injectable contrast. The fact that our VRE outbreak was discovered through WGS surveillance and the manufacturer's training video that demonstrated nonsterile technique raise the possibility that infections following invasive IR procedures may be more common than previously recognized. [ABSTRACT FROM AUTHOR]
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- 2020
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6. Neisseria meningitidis disease-associated clones in Amazonas State, Brazil.
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Silva, Luciete A., Coronato, Beatriz, Schlackman, Jessica, Marsh, Jane W., Ezeonwuka, Chinelo, Fernandes, Andréia C. L., Souza, Victor C., da Silva, Lirna S., de Amorim, Elaine F. Q., Naveca, Felipe G., de Albuquerque, Bernardino C., Amaral, Alcirene, Souza, Ana L. S., Carvalho-Costa, Filipe A., Mustapha, Mustapha M., Harrison, Lee H., and Barroso, David E.
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NEISSERIA meningitidis ,MOLECULAR epidemiology ,GENOTYPES ,MENINGOCOCCAL infections ,VACCINE effectiveness - Abstract
Background: The aim of this study is to describe the molecular epidemiology of Neisseria meningitidis invasive disease before the introduction of serogroup C conjugate vaccine in Amazonas State in 2010. Methods: Meningococcal disease reported cases were investigated in Amazonas State during the period 2000-2010. N. meningitidis isolates (n = 196) recovered from patients were genotyped by multilocus sequence typing (MLST) and sequencing of porB, porA, fetA, fHbp and penA. Antimicrobial susceptibility was determined using E-test. Results: In the study period, 948 cases were reported; the incidence was 2.8 for the entire state and 4.8 per 100,000 in the capital of Manaus. Most meningococcal disease was caused by N. meningitidis belonging to ST-32 (72%; 141/196) or ST-103 (21%; 41/196) clonal complexes. Capsular switching (B→C) was suggested within clonal complex (cc) 32. There were 6 (3%; 6/196) strains with intermediate susceptibility to penicillin and a single strain was resistant to rifampicin. Since 2007, serogroup C strains belonging to the cc103 have predominated and case-fatality has increased. Conclusion: We demonstrate a high rate of meningococcal disease in Amazonas State, where, like other parts of Brazil, serogroup C replaced serogroup B during 2000s. These data serve as a baseline to measure impact of serogroup C conjugate vaccine introduction in 2010. This study emphasizes the need for enhanced surveillance to monitor changes in meningococcal disease trends following the introduction of meningococcal vaccines. [ABSTRACT FROM AUTHOR]
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- 2018
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7. Clostridioides difficile : a potential source of NpmA in the clinical environment.
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Marsh, Jane W, Pacey, Marissa P, Ezeonwuka, Chinelo, Ohm, Sara L, Snyder, Dan, Cooper, Vaughn S, Harrison, Lee H, Doi, Yohei, and Mustapha, Mustapha M
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CLOSTRIDIOIDES difficile ,AMINOGLYCOSIDES ,METHYLTRANSFERASES ,DISEASE susceptibility ,ESCHERICHIA coli - Abstract
The article offers information on the study conducted on Clostridioides (Clostridium) difficile, a Gram-positive, spore-forming enteric pathogen and the cause of most hospital-acquired, antibiotic-associated diarrhoea identified npmA, an uncommon 16S rRNA methyltransferase identified in a Escherichia coli isolate. Topics include C. difficile isolate sequencing; Aminoglycoside susceptibility testing; and concluded the presence of npmA and aminoglycoside resistance in a C. difficile isolate.
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- 2019
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8. Brain Region-Specific Expression of MeCP2 Isoforms Correlates with DNA Methylation within Mecp2 Regulatory Elements.
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Olson, Carl O., Zachariah, Robby M., Ezeonwuka, Chinelo D., Liyanage, Vichithra R. B., and Rastegar, Mojgan
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DNA methylation ,EPIGENETICS ,GENETIC regulation ,CPG nucleotides ,NEUROLOGICAL disorders ,ASTROCYTES ,NEURAL stem cells - Abstract
MeCP2 is a critical epigenetic regulator in brain and its abnormal expression or compromised function leads to a spectrum of neurological disorders including Rett Syndrome and autism. Altered expression of the two MeCP2 isoforms, MeCP2E1 and MeCP2E2 has been implicated in neurological complications. However, expression, regulation and functions of the two isoforms are largely uncharacterized. Previously, we showed the role of MeCP2E1 in neuronal maturation and reported MeCP2E1 as the major protein isoform in the adult mouse brain, embryonic neurons and astrocytes. Recently, we showed that DNA methylation at the regulatory elements (REs) within the Mecp2 promoter and intron 1 impact the expression of Mecp2 isoforms in differentiating neural stem cells. This current study is aimed for a comparative analysis of temporal, regional and cell type-specific expression of MeCP2 isoforms in the developing and adult mouse brain. MeCP2E2 displayed a later expression onset than MeCP2E1 during mouse brain development. In the adult female and male brain hippocampus, both MeCP2 isoforms were detected in neurons, astrocytes and oligodendrocytes. Furthermore, MeCP2E1 expression was relatively uniform in different brain regions (olfactory bulb, striatum, cortex, hippocampus, thalamus, brainstem and cerebellum), whereas MeCP2E2 showed differential enrichment in these brain regions. Both MeCP2 isoforms showed relatively similar distribution in these brain regions, except for cerebellum. Lastly, a preferential correlation was observed between DNA methylation at specific CpG dinucleotides within the REs and Mecp2 isoform-specific expression in these brain regions. Taken together, we show that MeCP2 isoforms display differential expression patterns during brain development and in adult mouse brain regions. DNA methylation patterns at the Mecp2 REs may impact this differential expression of Mecp2/MeCP2 isoforms in brain regions. Our results significantly contribute towards characterizing the expression profiles of Mecp2/MeCP2 isoforms and thereby provide insights on the potential role of MeCP2 isoforms in the developing and adult brain. [ABSTRACT FROM AUTHOR]
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- 2014
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9. Novel MeCP2 Isoform-Specific Antibody Reveals the Endogenous MeCP2E1 Expression in Murine Brain, Primary Neurons and Astrocytes.
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Zachariah, Robby M., Olson, Carl O., Ezeonwuka, Chinelo, and Rastegar, Mojgan
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DUODENUM ,TRAUMATOLOGY ,INFLAMMATION ,NEOVASCULARIZATION ,MESOTHELIUM ,MYOFIBROBLASTS - Abstract
Rett Syndrome (RTT) is a severe neurological disorder in young females, and is caused by mutations in the X-linked MECP2 gene. MECP2/Mecp2 gene encodes for two protein isoforms; MeCP2E1 and MeCP2E2 that are identical except for the Nterminus region of the protein. In brain, MECP2E1 transcripts are 10X higher, and MeCP2E1 is suggested to be the relevant isoform for RTT. However, due to the unavailability of MeCP2 isoform-specific antibodies, the endogenous expression pattern of MeCP2E1 is unknown. To gain insight into the expression of MeCP2E1 in brain, we have developed an antiMeCP2E1 antibody and validated its specificity in cells exogenously expressing individual MeCP2 isoforms. This antibody does not show any cross-reactivity with MeCP2E2 and detects endogenous MeCP2E1 in mice brain, with no signal in Mecp2
tm1.1Bird y/- null mice. Additionally, we show the endogenous MeCP2E1 expression throughout different brain regions in adult mice, and demonstrate its highest expression in the brain cortex. Our results also indicate that MeCP2E1 is highly expressed in primary neurons, as compared to primary astrocytes. This is the first report of the endogenous MeCP2E1 expression at the protein levels, providing novel avenues for understanding different aspects of MeCP2 function. [ABSTRACT FROM AUTHOR]- Published
- 2012
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