29 results on '"Karissa, Culbreath"'
Search Results
2. Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology
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Alberto Signoroni, Alessandro Ferrari, Stefano Lombardi, Mattia Savardi, Stefania Fontana, and Karissa Culbreath
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Science - Abstract
Abstract Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Contextually, deep learning architectures are leading to paradigm shifts in the way computers can assist with difficult visual interpretation tasks in several domains. At the crossroads of these epochal trends, we present a system able to tackle a core task in clinical microbiology, namely the global interpretation of diagnostic bacterial culture plates, including presumptive pathogen identification. This is achieved by decomposing the problem into a hierarchy of complex subtasks and addressing them with a multi-network architecture we call DeepColony. Working on a large stream of clinical data and a complete set of 32 pathogens, the proposed system is capable of effectively assist plate interpretation with a surprising degree of accuracy in the widespread and demanding framework of Urinary Tract Infections. Moreover, thanks to the rich species-related generated information, DeepColony can be used for developing trustworthy clinical decision support services in laboratory automation ecosystems from local to global scale.
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- 2023
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3. Carbapenem-Resistant Pseudomonas aeruginosa at US Emerging Infections Program Sites, 2015
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Maroya Spalding Walters, Julian E. Grass, Sandra N. Bulens, Emily B. Hancock, Erin C. Phipps, Daniel Muleta, Jackie Mounsey, Marion A. Kainer, Cathleen Concannon, Ghinwa Dumyati, Chris Bower, Jesse Jacob, P. Maureen Cassidy, Zintars Beldavs, Karissa Culbreath, Walter E. Phillips, Dwight J. Hardy, Roberto L. Vargas, Margret Oethinger, Uzma Ansari, Richard Stanton, Valerie Albrecht, Alison Laufer Halpin, Maria Karlsson, J. Kamile Rasheed, and Alexander Kallen
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Pseudomonas aeruginosa ,carbapenem resistance ,carbapenemase ,multidrug-resistant ,antimicrobial resistance ,United States ,Medicine ,Infectious and parasitic diseases ,RC109-216 - Abstract
Pseudomonas aeruginosa is intrinsically resistant to many antimicrobial drugs, making carbapenems crucial in clinical management. During July–October 2015 in the United States, we piloted laboratory-based surveillance for carbapenem-resistant P. aeruginosa (CRPA) at sentinel facilities in Georgia, New Mexico, Oregon, and Tennessee, and population-based surveillance in Monroe County, NY. An incident case was the first P. aeruginosa isolate resistant to antipseudomonal carbapenems from a patient in a 30-day period from any source except the nares, rectum or perirectal area, or feces. We found 294 incident cases among 274 patients. Cases were most commonly identified from respiratory sites (120/294; 40.8%) and urine (111/294; 37.8%); most (223/280; 79.6%) occurred in patients with healthcare facility inpatient stays in the prior year. Genes encoding carbapenemases were identified in 3 (2.3%) of 129 isolates tested. The burden of CRPA was high at facilities under surveillance, but carbapenemase-producing CRPA were rare.
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- 2019
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4. Unusual carbapenem resistant but ceftriaxone and cefepime susceptible Klebsiella oxytoca isolated from a blood culture: Case report and whole-genome sequencing investigation
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Shangxin Yang, Peera Hemarajata, Laura Shevy, Mario Maciariello, Karissa Culbreath, Karen Bush, and Romney Humphries
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Carbapenem resistance ,Klebsiella oxytoca ,blaOXY ,Porin mutation ,Efflux system ,Whole-genome sequencing ,Infectious and parasitic diseases ,RC109-216 - Abstract
A carbapenem resistant but ceftriaxone and cefepime susceptible Klebsiella oxytoca was isolated from the blood of a patient with polymicrobial bacteremia after 2 weeks of ertapenem treatment. Whole-genome sequencing identified no carbapenemase gene nor plasmid, but only blaOXY-2-8 gene with a mutation in the promoter that’s been reported to increase its expression. Two other specific carbapenem resistance mechanisms including mutated porin genes and the AcrAB-TolC efflux system genes were also identified. Clinicians need to be aware of such unusual antibiogram and should not assume carbapenems are always broader spectrum antibiotics than expanded-spectrum cephalosporins.
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- 2018
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5. Educating health professionals about COVID-19 with ECHO telementoring
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Marla Sievers, Sanjeev Arora, Leslie Hayes, Alaina Martinez, Nestor Sosa, Kent Norsworthy, Karissa Culbreath, Chamron Martin, Laura E. Tomedi, Joanna G. Katzman, Karla Thornton, and Jinyang Liu
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medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,Epidemiology ,Echo (communications protocol) ,Health Personnel ,Best practice ,Article ,Education, Distance ,Community of practice ,Pandemic ,medicine ,Humans ,Infection control ,clinician education ,Pandemics ,COVID-19 telementoring ,SARS-CoV-2 ,business.industry ,Project ECHO ,public health education ,Health Policy ,Public Health, Environmental and Occupational Health ,infection prevention ,Focus group ,COVID-19 Drug Treatment ,Infectious Diseases ,Virtual community of practice ,Family medicine ,business - Abstract
Purpose : When the COVID-19 pandemic began, primary care clinicians had almost no knowledge regarding best practices COVID-19 treatment. Project ECHO developed a COVID-19 Infectious Disease Office Hours (Office Hours) program to respond to the needs of clinicians seeking COVID-19 information. Basic Procedures : This mixed-methods evaluation analyzed weekly post-session data and focus group results from the weekly Office Hours ECHO sessions during June 1, 2020- May 31, 2021. Main Findings : A total of 1,421 participants attended an average of 4.9 sessions during the 45 Office Hours sessions studied. The most common specialties included: nurses= 530 (37%), physicians= 284 (20%), and 493 (34%) having other degrees. The participants stated that they were definitely (68.2%) or probably (22.0%) going to use what they learned in their work, especially vaccination information. Focus group results identified these themes: 1) quality information, 2) community of practice, 3) interprofessional learning, and 4) increased knowledge, confidence, and practice change. Principal Conclusions : This evaluation demonstrates that the Office Hours program was successful in bringing a large group of health professionals together each week in a virtual community of practice. The participants acknowledged their plans to use the information gained with their patients. This diffusion of knowledge from clinician to patient amplifies the response of the program, changes practice behavior and may improve patient care.
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- 2022
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6. Improved Phenotype-Based Definition for Identifying Carbapenemase Producers among Carbapenem-Resistant Enterobacteriaceae
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Nora Chea, Sandra N. Bulens, Thiphasone Kongphet-Tran, Ruth Lynfield, Kristin Shaw, Paula Snippes Vagnone, Marion Kainer, Daniel Muleta, Lucy Wilson, Elisabeth Vaeth, Ghinwa Dumyati, Cathleen Concannon, Erin C. Phipps, Karissa Culbreath, Sarah J. Janelle, Wendy Bamberg, Alice Y. Guh, Brandi M. Limbago, and Alexander J. Kallen
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carbapenemase ,carbapenem-resistant ,carbapenemase producers ,Enterobacteriaceae ,CRE ,enterobacteria ,Medicine ,Infectious and parasitic diseases ,RC109-216 - Abstract
Preventing transmission of carbapenemase-producing, carbapenem-resistant Enterobacteriaceae (CP-CRE) is a public health priority. A phenotype-based definition that reliably identifies CP-CRE while minimizing misclassification of non–CP-CRE could help prevention efforts. To assess possible definitions, we evaluated enterobacterial isolates that had been tested and deemed nonsusceptible to >1 carbapenem at US Emerging Infections Program sites. We determined the number of non-CP isolates that met (false positives) and CP isolates that did not meet (false negatives) the Centers for Disease Control and Prevention CRE definition in use during our study: 30% (94/312) of CRE had carbapenemase genes, and 21% (14/67) of Klebsiella pneumoniae carbapenemase–producing Klebsiella isolates had been misclassified as non-CP. A new definition requiring resistance to 1 carbapenem rarely missed CP strains, but 55% of results were false positive; adding the modified Hodge test to the definition decreased false positives to 12%. This definition should be considered for use in carbapenemase-producing CRE surveillance and prevention.
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- 2015
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7. Current State of Laboratory Automation in Clinical Microbiology Laboratory
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Kritikos, Antonios, Antony, Croxatto, and Karissa, Culbreath
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Automation, Laboratory ,Automation ,Artificial Intelligence ,Biochemistry (medical) ,Clinical Biochemistry ,Humans ,Clinical Laboratory Services ,Laboratories ,Workflow - Abstract
Background Although it has been 30 years since the first automation systems were introduced in the microbiology laboratory, total laboratory automation (TLA) has only recently been recognized as a valuable component of the laboratory. A growing number of publications illustrate the potential impact of automation. TLA can improve standardization, increase laboratory efficiency, increase workplace safety, and reduce long-term costs. Content This review provides a preview of the current state of automation in clinical microbiology and covers the main developments during the last years. We describe the available hardware systems (that range from single function devices to multifunction workstations) and the challenging alterations on workflow and organization of the laboratory that have to be implemented to optimize automation. Summary Despite the many advantages in efficiency, productivity, and timeliness that automation offers, it is not without new and unique challenges. For every advantage that laboratory automation provides, there are similar challenges that a laboratory must face. Change management strategies should be used to lead to a successful implementation. TLA represents, moreover, a substantial initial investment. Nevertheless, if properly approached, there are a number of important benefits that can be achieved through implementation of automation in the clinical microbiology laboratory. Future developments in the field of automation will likely focus on image analysis and artificial intelligence improvements. Patient care, however, should remain the epicenter of all future directions and there will always be a need for clinical microbiology expertise to interpret the complex clinical and laboratory information.
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- 2021
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8. Diversity and Inclusion in the Academic Medicine Workforce: Encouraging Medical Students and Residents to Consider Academic Careers
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Maria Soto-Greene, Karissa Culbreath, Daniel E. Guzman, John P. Sánchez, and Valerie Romero-Leggott
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Careers in Academic Medicine ,Diversity and Inclusion ,Medicine (General) ,R5-920 ,Education - Abstract
Introduction The expansion of medical schools and increased faculty attrition call for heightened efforts to encourage medical students and residents to consider academic careers. As diversity serves as a driver of institutional excellence, special attention to the ongoing underrepresentation of certain groups in academia, such as racial and ethnic minorities, women, and lesbian, gay, bisexual, and transgender individuals, is warranted. Methods We developed a 90-minute workshop to raise medical student and resident awareness of academic medicine careers, and the benefits and challenges of having a diverse faculty. The workshop consists of a didactic PowerPoint presentation and a reflection exercise, shared in small- and large-group format, discussing facilitators and barriers to pursuing academia. The workshop was implemented at nine regional conferences. Results There were 165 diverse participants. In comparing pre- and postworkshop responses of learners using the sample t test, there was a statistically significant increase in confidence to succeed in academic medicine given learners' gender (2.69 vs. 3.34, p < .001), race and ethnicity (2.53 vs. 3.24, p < .001), or sexual orientation (3.04 vs. 3.42, p < .001). Approximately 95% of learners felt that each of the workshop's learning objectives had been achieved. Participants considered the workshop to be enlightening, motivational, realistic, and validating. Discussion This workshop was effective in providing an interactive format for medical students and residents to gain awareness of the state, benefits, and challenges of diversity and inclusion in academic medicine, and can affect their perception of being a future faculty member.
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- 2018
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9. An Introduction to Research Work, Scholarship, and Paving a Way to a Career in Academic Medicine
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Carolina Stefany Paredes Molina, Dennis J. Spencer, Miguel Morcuende, Maria Soto-Greene, Karissa Culbreath, Leonor Corsino, and John P. Sánchez
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Research ,Academic Medicine Career ,Clinician-Researcher ,Medicine (General) ,R5-920 ,Education - Abstract
Introduction Despite high faculty attrition and challenges to expanding the number of clinician-researchers, career development to heighten trainees' pursuit of an academic research career remains a relatively understudied topic. Completing peer-reviewed publications during medical school increases a trainee's likelihood of becoming a future faculty member. There is a lack of educational content to guide trainees in selecting research activities, publishing, and gaining self-efficacy to pave a path towards a clinician-researcher track. Methods The Kern model was applied to create a multimodal workshop that would heighten trainee awareness of various research opportunities, skills for conducting research, best practices in publishing, and also help them develop a personal plan to pursue research. The workshop included a presentation, reflection exercises, and a case scenario. The workshop was implemented among trainees attending professional development conferences at nine medical schools. A questionnaire assessed participants' change in self-efficacy in completing research scholarship and pursuing an academic research career. Results Sixty medical students and seven residents participated in the workshops. Paired-sample t tests indicated a statistically significant increase in participants' perception that academic medicine would allow them to engage in research work, and in their self-efficacy to publish and succeed along a clinician-researcher track. Discussion The workshop not only exposed participants to a variety of research activities but also provided a sense that all research types are valid, aiding some participants to identify new research opportunities. In addition, participants gained clarity on how to publish and develop a research path, which may help maintain interest in a clinician-researcher track.
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- 2018
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10. Carbapenem-Resistant Pseudomonas aeruginosa at US Emerging Infections Program Sites, 2015
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Jackie Mounsey, Jesse T. Jacob, Karissa Culbreath, P. Maureen Cassidy, Erin C Phipps, Richard A. Stanton, Roberto L. Vargas, Maria Karlsson, Chris Bower, Marion A. Kainer, Sandra N. Bulens, Alexander J. Kallen, Zintars G. Beldavs, Alison Laufer Halpin, Maroya Spalding Walters, Julian E. Grass, Valerie Albrecht, Emily B. Hancock, Ghinwa Dumyati, Daniel Muleta, Dwight J. Hardy, Uzma Ansari, Cathleen Concannon, J. Kamile Rasheed, Margret Oethinger, and Walter E. Phillips
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Male ,Epidemiology ,medicine.medical_treatment ,Antibiotics ,lcsh:Medicine ,Comorbidity ,Drug resistance ,medicine.disease_cause ,Communicable Diseases, Emerging ,carbapenemase ,Public Health Surveillance ,Child ,Aged, 80 and over ,education.field_of_study ,Middle Aged ,Antimicrobial ,Infectious Diseases ,Child, Preschool ,Pseudomonas aeruginosa ,Synopsis ,Female ,Adult ,Microbiology (medical) ,medicine.medical_specialty ,Adolescent ,medicine.drug_class ,Population ,multidrug-resistant ,carbapenem resistance ,Microbial Sensitivity Tests ,History, 21st Century ,beta-Lactam Resistance ,lcsh:Infectious and parasitic diseases ,Young Adult ,Antibiotic resistance ,Internal medicine ,medicine ,Humans ,Pseudomonas Infections ,lcsh:RC109-216 ,antimicrobial resistance ,education ,Aged ,business.industry ,lcsh:R ,Infant ,Carbapenem-Resistant Pseudomonas aeruginosa at US Emerging Infections Program Sites, 2015 ,United States ,Multiple drug resistance ,Carbapenems ,Beta-lactamase ,business - Abstract
Pseudomonas aeruginosa is intrinsically resistant to many antimicrobial drugs, making carbapenems crucial in clinical management. During July-October 2015 in the United States, we piloted laboratory-based surveillance for carbapenem-resistant P. aeruginosa (CRPA) at sentinel facilities in Georgia, New Mexico, Oregon, and Tennessee, and population-based surveillance in Monroe County, NY. An incident case was the first P. aeruginosa isolate resistant to antipseudomonal carbapenems from a patient in a 30-day period from any source except the nares, rectum or perirectal area, or feces. We found 294 incident cases among 274 patients. Cases were most commonly identified from respiratory sites (120/294; 40.8%) and urine (111/294; 37.8%); most (223/280; 79.6%) occurred in patients with healthcare facility inpatient stays in the prior year. Genes encoding carbapenemases were identified in 3 (2.3%) of 129 isolates tested. The burden of CRPA was high at facilities under surveillance, but carbapenemase-producing CRPA were rare.
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- 2019
11. Benefits Derived from Full Laboratory Automation in Microbiology: a Tale of Four Laboratories
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Mir H Noorbakhsh, Karissa Culbreath, Heather Piwonka, and John Korver
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Automation, Laboratory ,0301 basic medicine ,Microbiology (medical) ,Computer science ,business.industry ,030106 microbiology ,Audit ,Automation ,Manufacturing engineering ,03 medical and health sciences ,Clinical microbiology ,0302 clinical medicine ,Multicenter study ,North America ,Laboratory automation ,Commentary ,Humans ,030212 general & internal medicine ,Laboratories ,business - Abstract
Clinical chemistry laboratories implemented fully automated devices decades before microbiologists started their subtle approaches to follow. Meanwhile several papers have been published about reduced time to reports, faster workflows, and increased sensitivity as results of lab automation., Clinical chemistry laboratories implemented fully automated devices decades before microbiologists started their subtle approaches to follow. Meanwhile several papers have been published about reduced time to reports, faster workflows, and increased sensitivity as results of lab automation. While the journey of automating microbiology workflows step by step was fascinating and beneficial, monetary aspects were uncommon in most publications. In this issue of the Journal of Clinical Microbiology, K. Culbreath, H. Piwonka, J. Korver, and M. Noorbakhsh (J Clin Microbiol 59:e01969-20, https://doi.org/10.1128/JCM.01969-20) calculate the benefits of total lab automation in terms of cost savings and lab efficiency in a “tale of four laboratories.” The authors here provide facts and solid calculations about the benefits achieved in four different-sized labs after implementation of full laboratory automation.
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- 2021
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12. Digital Image Analysis for the Detection of Group B Streptococcus from ChromID Strepto B Medium Using PhenoMatrix Algorithms
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Matthew L. Faron, Justin Baker, Karissa Culbreath, Nathan A. Ledeboer, and Karen Timm
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group B streptococcus ,Adult ,Microbiology (medical) ,medicine.disease_cause ,Sensitivity and Specificity ,Group B ,Streptococcus agalactiae ,Adult women ,Pregnancy ,Streptococcal Infections ,medicine ,Humans ,Pregnancy Complications, Infectious ,Bacteriological Techniques ,Streptococcus ,business.industry ,chromogenic media ,Infant, Newborn ,Clinical performance ,Bacteriology ,total laboratory automation ,artificial intelligence ,Culture Media ,Neonatal morbidity ,Vagina ,Digital image analysis ,Female ,Culture negative ,business ,Algorithm ,Algorithms - Abstract
Group B Streptococcus (GBS) can be found to colonize about 25% of all healthy, adult women and is the leading infectious cause of early neonatal morbidity and mortality in the United States. This study evaluated the clinical performance of PhenoMatrix (PM) chromogenic detection module (CDM) digital imaging software in detection of GBS from LIM broth plated on ChromID Strepto B chromogenic medium (ChromID) using the WASP automated processor. The performance of the PM CDM was compared to manual culture review of the digital images and molecular detection of GBS., Group B Streptococcus (GBS) can be found to colonize about 25% of all healthy, adult women and is the leading infectious cause of early neonatal morbidity and mortality in the United States. This study evaluated the clinical performance of PhenoMatrix (PM) chromogenic detection module (CDM) digital imaging software in detection of GBS from LIM broth plated on ChromID Strepto B chromogenic medium (ChromID) using the WASP automated processor. The performance of the PM CDM was compared to manual culture review of the digital images and molecular detection of GBS. ChromID alone had a sensitivity and specificity of 84.5% and 94.7%, respectively, after 48 h compared to nucleic acid amplification testing (NAAT). Compared to the composite reference for positivity, when PM CDM was used to detect GBS from ChromID, the sensitivity was 100%, with no true-positive GBS isolates missed by 48 h of incubation. Overall, evaluating all three methods for the detection of GBS, the sensitivities of NAAT, ChromID plus PM CDM at 48 h, and ChromID alone at 48 h were 96.8%, 95.5%, and 90.3%, respectively. The specificities of NAAT, ChromID plus PM CDM, and ChromID alone were 97.7%, 63.0%, and 95.4%, respectively. The sensitivity of ChromID in combination with the PM CDM was similar to the sensitivity of molecular detection. Further, the algorithm never called a culture negative that was determined to be positive by manual reading, and it identified an additional eight true positive specimens that were missed by manual digital image culture reading.
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- 2020
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13. Expert Opinion on Verification of Antimicrobial Susceptibility Tests
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Shawn R. Lockhart, Richard B. Thomson, Ribhi M. Shawar, Esther Babady, Sandra S. Richter, Ana María Cárdenas, Margie Morgan, Marcelo Galas, Kevin Alby, Mark G. Papich, Nicole Hubbard, Audrey N. Schuetz, Karissa Culbreath, German Esparza, Brian V. Lubbers, Jean B. Patel, and Susan E. Sharp
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Microbiology (medical) ,ANTIMICROBIAL SUSCEPTIBILITY TESTS ,medicine.medical_specialty ,medicine.drug_class ,business.industry ,Antibiotics ,Antimicrobial susceptibility ,Microbial Sensitivity Tests ,Antimicrobial ,Anti-Bacterial Agents ,Anti-Infective Agents ,Expert opinion ,polycyclic compounds ,medicine ,Humans ,Pseudomonas Infections ,business ,Intensive care medicine ,Expert Testimony ,Letter to the Editor - Abstract
On behalf of the Clinical and Laboratory Standards Institute (CLSI), the Expert Panel on Microbiology would like to respond to the recent commentary by Kirby and colleagues voicing concerns related to verification of commercial antimicrobial susceptibility testing (AST) for new drugs that are introduced into the clinical laboratory (1).…
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- 2020
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14. Imported Toxin-Producing Cutaneous Diphtheria — Minnesota, Washington, and New Mexico, 2015–2018
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Karissa Culbreath, Chad Smelser, Cynthia Kenyon, Kelly Fitzpatrick, Pamela K. Cassiday, Catherine H Bozio, Anna M Acosta, Amy Poel, Paula Snippes Vagnone, Chas DeBolt, and Jayne Griffith
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Adult ,Male ,Washington ,Cutaneous diphtheria ,medicine.medical_specialty ,Health (social science) ,Epidemiology ,medicine.drug_class ,Health, Toxicology and Mutagenesis ,Minnesota ,New Mexico ,Antibiotics ,complex mixtures ,01 natural sciences ,03 medical and health sciences ,0302 clinical medicine ,Health Information Management ,Medicine ,Humans ,Diphtheria Toxin ,030212 general & internal medicine ,Full Report ,0101 mathematics ,Child ,Diphtheria toxin ,Corynebacterium diphtheriae ,biology ,business.industry ,Diphtheria ,Public health ,010102 general mathematics ,General Medicine ,Middle Aged ,medicine.disease ,biology.organism_classification ,medicine.icd_9_cm_classification ,Virology ,Carriage ,Chemoprophylaxis ,Female ,business ,Travel-Related Illness - Abstract
From September 2015 to March 2018, CDC confirmed four cases of cutaneous diphtheria caused by toxin-producing Corynebacterium diphtheriae in patients from Minnesota (two), Washington (one), and New Mexico (one). All patients had recently returned to the United States after travel to countries where diphtheria is endemic. C. diphtheriae infection was not clinically suspected in any of the patients; treating institutions detected the organism through matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (MALDI-TOF) testing of wound-derived coryneform isolates. MALDI-TOF is a rapid screening platform that uses mass spectrometry to identify bacterial pathogens. State public health laboratories confirmed C. diphtheriae through culture and sent isolates to CDC's Pertussis and Diphtheria Laboratory for biotyping, polymerase chain reaction (PCR) testing, and toxin production testing. All isolates were identified as toxin-producing C. diphtheriae. The recommended public health response for cutaneous diphtheria is similar to that for respiratory diphtheria and includes treating the index patient with antibiotics, identifying close contacts and observing them for development of diphtheria, providing chemoprophylaxis to close contacts, testing patients and close contacts for C. diphtheriae carriage in the nose and throat, and providing diphtheria toxoid-containing vaccine to incompletely immunized patients and close contacts. This report summarizes the patient clinical information and response efforts conducted by the Minnesota, Washington, and New Mexico state health departments and CDC and emphasizes that health care providers should consider cutaneous diphtheria as a diagnosis in travelers with wound infections who have returned from countries with endemic diphtheria.
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- 2019
15. Modeling SARS-CoV-2 Positivity Using Laboratory Data: Timing Is Everything
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Richard A. Larson, Michael Crossey, Dennis Chavez, Thor Larson, Karissa Culbreath, and David G. Grenache
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2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,New Mexico ,Clinical Biochemistry ,Pneumonia, Viral ,Real-Time Polymerase Chain Reaction ,Betacoronavirus ,Pandemic ,Medicine ,Humans ,Pandemics ,Letter to the Editor ,Biochemistry, medical ,Models, Statistical ,business.industry ,Viral Epidemiology ,SARS-CoV-2 ,Biochemistry (medical) ,COVID-19 ,medicine.disease ,Virology ,Pneumonia ,Real-time polymerase chain reaction ,RNA, Viral ,business ,Coronavirus Infections ,Laboratories - Published
- 2020
16. Clinical Impact of a Rapid Streptococcal Antigen Test on Antibiotic Use in Adult Patients
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Monique Dodd, Alisha N. Parada, Karissa Culbreath, Meghan Brett, Renee-Claude Mercier, and Allen Adolphe
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Adult ,Male ,0301 basic medicine ,Microbiology (medical) ,medicine.medical_specialty ,Streptococcus pyogenes ,medicine.drug_class ,030106 microbiology ,Antibiotics ,Inappropriate Prescribing ,Immunologic Tests ,Sensitivity and Specificity ,Group A ,03 medical and health sciences ,0302 clinical medicine ,Streptococcal Infections ,Internal medicine ,medicine ,Humans ,Antimicrobial stewardship ,030212 general & internal medicine ,High titer ,Antibiotic use ,Bacterial pharyngitis ,Antigens, Bacterial ,Adult patients ,Diagnostic Tests, Routine ,business.industry ,Pharyngitis ,General Medicine ,Middle Aged ,Anti-Bacterial Agents ,Early Diagnosis ,Infectious Diseases ,Molecular Diagnostic Techniques ,Female ,medicine.symptom ,business - Abstract
Introduction Adult pharyngitis is rarely attributable to group A streptococci. Utilization of a rapid streptococcal antigen test (RADT) may improve appropriate prescribing for bacterial pharyngitis. Methods Clinic 1 performed RADTs with subsequent Group A DNA probe test (GADNA) from November 2014-March 2015 and November 2015-March 2016 while Clinic 2 was the control clinic, then implemented the RADT with a GADNA from November 2015-March 2016. All GADNA results were obtained for each clinic from October 2013-March 2016. Results At Clinic 1, 22.2% versus 8.5% of patients received inappropriately prescribed antibiotics for a GADNA or RADT result, respectively (p=0.048). For Clinic 2, 51.1% compared to 21.4% of patients were inappropriately prescribed antibiotic for a GADNA or RADT result, respectively (p=0.038). Overall, the total GADNA without RADT testing or RADTs with subsequent GADNA testing, 41.6% versus 11% of patients were inappropriately prescribed antibiotics, respectively (p= Conclusion Utilizing the RADT prevented unnecessary prescribing of antibiotics in adults.
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- 2018
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17. Impact of Matrix-Assisted Laser Desorption/Ionization Time-of-Flight for the Identification of Gram-Positive Bloodstream Pathogens without Antimicrobial Stewardship Intervention in Hospitalized Children
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Lisa Herrera, Karissa Culbreath, and Walter Dehority
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0303 health sciences ,medicine.medical_specialty ,Antiinfective agent ,biology ,030306 microbiology ,business.industry ,medicine.drug_class ,Gram-positive bacteria ,Antibiotics ,Retrospective cohort study ,Matrix assisted laser desorption ionization time of flight ,biology.organism_classification ,03 medical and health sciences ,0302 clinical medicine ,Infectious Diseases ,030225 pediatrics ,Internal medicine ,Pediatrics, Perinatology and Child Health ,Antimicrobial stewardship ,Medicine ,business ,Gram ,Cohort study - Abstract
We performed a 2-year retrospective cohort study of inpatient children with growth of gram-positive bacteria from blood cultures identified with and without the use of matrix-assisted laser-desorption/ionization time-of-flight (MALDI-TOF) in the absence of an antimicrobial stewardship program. Use of MALDI-TOF reduced the time to organism identification by 15.7 hours (p
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- 2018
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18. Validation and Retrospective Clinical Evaluation of a Quantitative 16S rRNA Gene Metagenomic Sequencing Assay for Bacterial Pathogen Detection in Body Fluids
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Suzanne Melanson, James Gale, Justin Baker, Øyvind Kommedal, Deisy Contreras, Omai B. Garner, Øystein Sæbø, Shangxin Yang, Karissa Culbreath, and Fan Li
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0301 basic medicine ,DNA, Bacterial ,Male ,Biology ,Streptococcus intermedius ,Pathology and Forensic Medicine ,Bacterial genetics ,Microbiology ,03 medical and health sciences ,0302 clinical medicine ,RNA, Ribosomal, 16S ,medicine ,Humans ,Brain abscess ,Aged ,Retrospective Studies ,Bacteria ,Infant, Newborn ,High-Throughput Nucleotide Sequencing ,Bacterial Infections ,Sequence Analysis, DNA ,Ribosomal RNA ,Middle Aged ,biology.organism_classification ,medicine.disease ,16S ribosomal RNA ,Body Fluids ,030104 developmental biology ,Molecular Diagnostic Techniques ,Metagenomics ,030220 oncology & carcinogenesis ,Molecular Medicine ,Septic arthritis ,Female - Abstract
Next-generation sequencing–based 16S rRNA gene metagenomic sequencing (16S MG) technology has tremendous potential for improving diagnosis of bacterial infections given its quantitative capability and culture-independent approach. We validated and used a quantitative 16S MG assay to identify and quantify bacterial species in clinical samples from a wide spectrum of infections, including meningitis, septic arthritis, brain abscess, intra-abdominal abscess, soft tissue abscess, and pneumonia. Twenty clinical samples were tested, and 16S MG identified a total of 34 species, compared with 22 species and three descriptive findings identified by culture. 16S MG results matched culture results in 75% (15/20) of the samples but detected at least one more species in five samples, including one culture-negative cerebrospinal fluid sample that was found to contain Streptococcus intermedius. Shotgun metagenomic sequencing verified the presence of all additional species. The 16S MG assay is highly sensitive, with a limit of detection of 10 to 100 colony-forming units/mL. Other performance characteristics, including linearity, precision, and specificity, all met the requirements for a clinical test. This assay showed the advantages of accurate identification and quantification of bacteria in culture-negative and polymicrobial infections for which conventional microbiology methods are limited. It also showed promises to serve unmet clinical needs for solving difficult infectious diseases cases.
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- 2018
19. Stat! An Action Plan for Replacing the Broken System of Recruitment and Retention of Underrepresented Minorities in Medicine
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Dowin Boatright, Crystal R. Emery, and Karissa Culbreath
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Underrepresented Minority ,Action plan ,Public administration ,Psychology ,stat - Published
- 2018
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20. Diversity and Inclusion in the Academic Medicine Workforce: Encouraging Medical Students and Residents to Consider Academic Careers
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Valerie Romero-Leggott, Maria Soto-Greene, Karissa Culbreath, John Paul Sánchez, and Daniel E. Guzman
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Medicine (General) ,Students, Medical ,media_common.quotation_subject ,education ,Original Publication ,Education ,R5-920 ,Surveys and Questionnaires ,Careers in Academic Medicine ,ComputingMilieux_COMPUTERSANDEDUCATION ,medicine ,Humans ,Attrition ,Sociology ,Academic medicine ,media_common ,Medical education ,ComputingMilieux_THECOMPUTINGPROFESSION ,Internship and Residency ,General Medicine ,Cultural Diversity ,medicine.disease ,Workforce ,Diversity and Inclusion ,human activities ,Inclusion (education) ,Diversity (politics) - Abstract
Introduction The expansion of medical schools and increased faculty attrition call for heightened efforts to encourage medical students and residents to consider academic careers. As diversity serves as a driver of institutional excellence, special attention to the ongoing underrepresentation of certain groups in academia, such as racial and ethnic minorities, women, and lesbian, gay, bisexual, and transgender individuals, is warranted. Methods We developed a 90-minute workshop to raise medical student and resident awareness of academic medicine careers, and the benefits and challenges of having a diverse faculty. The workshop consists of a didactic PowerPoint presentation and a reflection exercise, shared in small- and large-group format, discussing facilitators and barriers to pursuing academia. The workshop was implemented at nine regional conferences. Results There were 165 diverse participants. In comparing pre- and postworkshop responses of learners using the sample t test, there was a statistically significant increase in confidence to succeed in academic medicine given learners' gender (2.69 vs. 3.34, p < .001), race and ethnicity (2.53 vs. 3.24, p < .001), or sexual orientation (3.04 vs. 3.42, p < .001). Approximately 95% of learners felt that each of the workshop's learning objectives had been achieved. Participants considered the workshop to be enlightening, motivational, realistic, and validating. Discussion This workshop was effective in providing an interactive format for medical students and residents to gain awareness of the state, benefits, and challenges of diversity and inclusion in academic medicine, and can affect their perception of being a future faculty member.
- Published
- 2018
21. Unusual carbapenem resistant but ceftriaxone and cefepime susceptible
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Shangxin, Yang, Peera, Hemarajata, Laura, Shevy, Mario, Maciariello, Karissa, Culbreath, Karen, Bush, and Romney, Humphries
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Whole-genome sequencing ,blaOXY ,Carbapenem resistance ,Porin mutation ,Efflux system ,polycyclic compounds ,Klebsiella oxytoca ,bacteria ,biochemical phenomena, metabolism, and nutrition ,bacterial infections and mycoses ,Article - Abstract
A carbapenem resistant but ceftriaxone and cefepime susceptible Klebsiella oxytoca was isolated from the blood of a patient with polymicrobial bacteremia after 2 weeks of ertapenem treatment. Whole-genome sequencing identified no carbapenemase gene nor plasmid, but only blaOXY-2-8 gene with a mutation in the promoter that’s been reported to increase its expression. Two other specific carbapenem resistance mechanisms including mutated porin genes and the AcrAB-TolC efflux system genes were also identified. Clinicians need to be aware of such unusual antibiogram and should not assume carbapenems are always broader spectrum antibiotics than expanded-spectrum cephalosporins.
- Published
- 2017
22. Potential Ceiling Effect of Healthcare Worker Influenza Vaccination on the Incidence of Nosocomial Influenza Infection
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Brandon Dionne, Meghan Brett, Karissa Culbreath, and Renee-Claude Mercier
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Microbiology (medical) ,Adult ,medicine.medical_specialty ,Infectious Disease Transmission, Patient-to-Professional ,Adolescent ,Epidemiology ,Cross-sectional study ,030501 epidemiology ,Logistic regression ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Influenza, Human ,medicine ,Humans ,030212 general & internal medicine ,Young adult ,Intensive care medicine ,Child ,Direct fluorescent antibody ,Aged ,Retrospective Studies ,Academic Medical Centers ,Cross Infection ,business.industry ,Incidence (epidemiology) ,Incidence ,Age Factors ,Infant, Newborn ,Infant ,Retrospective cohort study ,Middle Aged ,Vaccination ,Personnel, Hospital ,Infectious Diseases ,Cross-Sectional Studies ,Logistic Models ,Influenza Vaccines ,Child, Preschool ,Emergency medicine ,Ceiling effect ,0305 other medical science ,business - Abstract
OBJECTIVETo evaluate the effect of healthcare worker (HCW) influenza vaccination on the incidence of nosocomial influenzaDESIGNRetrospective cross-sectional studySETTINGA 550-bed tertiary-care academic medical centerMETHODSAll admitted patients with a direct fluorescent antibody (DFA) or polymerase chain reaction (PCR) assay positive for influenza ordered between October 1 and May 31 from 2010 to 2015 were eligible for inclusion. Nosocomial influenza was defined as a positive influenza test collected ≥48 hours after admission in patients without influenza-like illness present within 24 hours of admission. Relative nosocomial influenza frequency was calculated by dividing the number of nosocomial cases by the total number of admitted patients with influenza for each season. A univariate logistic regression was used to determine the association between HCW influenza vaccination coverage and nosocomial influenza.RESULTSOver 5 seasons, 533 patients had positive influenza tests during their hospitalization; 29 of these patients (5.4%) acquired influenza during their hospitalization. HCW vaccination coverage increased over the 5 seasons from 47% to 90% (PP=.282). No association was detected between HCW vaccination coverage and nosocomial influenza (odds ratio [OR], 0.990; 95% confidence interval [CI], 0.970–1.011).CONCLUSIONHCW vaccination >50% may not have a significant effect on nosocomial influenza.Infect Control Hosp Epidemiol2016;37:840–844
- Published
- 2016
23. Evolution of Testing Algorithms at a University Hospital for Detection of Clostridium difficile Infections
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Ronald J. Nemeyer, Alan Kerr, Edward Ager, Karissa Culbreath, and Peter H. Gilligan
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Microbiology (medical) ,Bacterial Toxins ,Clostridium difficile toxin A ,Enterotoxin ,Biology ,Polymerase Chain Reaction ,Microbiology ,law.invention ,Hospitals, University ,Enterotoxins ,Bacterial Proteins ,Glutamate Dehydrogenase ,law ,medicine ,Humans ,Polymerase chain reaction ,Immunoassay ,Bacteriological Techniques ,GeneXpert MTB/RIF ,medicine.diagnostic_test ,Clostridioides difficile ,Glutamate dehydrogenase ,Bacteriology ,Clostridium difficile ,University hospital ,Virology ,Clostridium Infections ,Algorithm ,Algorithms - Abstract
We present the evolution of testing algorithms at our institution in which the C. Diff Quik Chek Complete immunochromatographic cartridge assay determines the presence of both glutamate dehydrogenase and Clostridium difficile toxins A and B as a primary screen for C. difficile infection and indeterminate results (glutamate dehydrogenase positive, toxin A and B negative) are confirmed by the GeneXpert C. difficile PCR assay. This two-step algorithm is a cost-effective method for highly sensitive detection of toxigenic C. difficile .
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- 2012
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24. Balancing Enthusiasm for Innovative Technologies with Optimizing Value: An Approach to Adopt New Laboratory Tests for Infectious Diseases Using Bloodstream Infections as Exemplar
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Cathy A. Petti and Karissa Culbreath
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Value (ethics) ,medicine.medical_specialty ,bloodstream infections ,Emerging technologies ,media_common.quotation_subject ,clinical utility ,computer.software_genre ,sepsis ,diagnostic tests ,Bloodstream infection ,Medicine ,media_common ,Enthusiasm ,business.industry ,Public health ,Diagnostic test ,test adoption ,Test (assessment) ,Viewpoints ,Technical performance ,Infectious Diseases ,Oncology ,Risk analysis (engineering) ,Data mining ,business ,computer - Abstract
A number of exciting new technologies have emerged to detect infectious diseases with greater accuracy and provide faster times to result in hopes of improving the provision of care and patient outcomes. However, the challenge in evaluating new methods lies not in the technical performance of tests but in (1) defining the specific advantages of new methods over the present gold standards in a practicable way and (2) understanding how advanced technologies will prompt changes in medical and public health decisions. With rising costs to deliver care, enthusiasm for innovative technologies should be balanced with a comprehensive understanding of clinical and laboratory ecosystems and how such factors influence the success or failure of test implementation. Selecting bloodstream infections as an exemplar, we provide a 6-step model for test adoption that will help clinicians and laboratorians better define the value of a new technology specific to their clinical practices.
- Published
- 2015
25. Lactococcus garvieae: Impact of Matrix-Assisted Laser Desorption Ionization – Time of Flight Mass Spectrometry Identification on Clinical Care in a Case of Cholecystitis and Bacteremia
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Justin Schmetterer, Christine Boehringer, Karissa Culbreath, Nancy Jordan, Austin Ballew, and Joseph Gorvetzian
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0301 basic medicine ,Microbiology (medical) ,biology ,business.industry ,030106 microbiology ,Matrix assisted laser desorption ionization time of flight ,Mass spectrometry ,medicine.disease ,biology.organism_classification ,Microbiology ,03 medical and health sciences ,Infectious Diseases ,Lactococcus garvieae ,Bacteremia ,Cholecystitis ,medicine ,Clinical care ,business - Published
- 2017
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26. Molecular Characterization of Carbapenem-Resistant Enterobacteriaceae in the USA, 2011–2015
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Karim E. Morey, Sarah W. Satola, Sheri Roberts, Ghinwa Dumyati, Davina Campbell, Uzma Ansari, Erin C Phipps, Gillian McAllister, Sandra N. Bulens, Maria Karlsson, Marion A. Kainer, Maroya Spalding Walters, Paula Snippes Vagnone, Adrian Lawsin, Ruth Lynfield, Sarah J Janelle, Karissa Culbreath, Jesse T. Jacob, Alexander J. Kallen, Valerie Albrecht, Zintars G. Beldavs, J. Kamile Rasheed, Dwight J. Hardy, Karen Xavier, and Lucy E. Wilson
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0301 basic medicine ,Imipenem ,biology ,Klebsiella pneumoniae ,business.industry ,030106 microbiology ,Klebsiella oxytoca ,Enterobacter ,Carbapenem-resistant enterobacteriaceae ,Poster Abstract ,Enterobacter aerogenes ,biology.organism_classification ,Meropenem ,Microbiology ,Abstracts ,03 medical and health sciences ,chemistry.chemical_compound ,Infectious Diseases ,Oncology ,chemistry ,medicine ,business ,Ertapenem ,medicine.drug - Abstract
Background Carbapenem-resistant Enterobacteriaceae (CRE) have emerged as an important cause of healthcare-associated infections. We characterized the molecular epidemiology of CRE in isolates collected through the Emerging Infections Program (EIP) at the Centers for Disease Control and Prevention (CDC). Methods From 2011–2015, 8 U.S. EIP sites (CO, GA, MD, MN, NY, NM, TN and OR) collected CRE (Escherichia coli, Enterobacter aerogenes, Enterobacter cloacae complex, Klebsiella pneumoniae, and Klebsiella oxytoca) isolated from a normally sterile site or urine. Isolates were sent to CDC for reference antimicrobial susceptibility testing and real-time PCR detection of carbapenemase genes (blaKPC, blaNDM, blaOXA-48). Phenotypically confirmed CRE were analyzed by whole genome sequencing (WGS) using an Illumina MiSeq benchtop sequencer. Results Among 639 Enterobacteriaceae evaluated, 414 (65%) were phenotypically confirmed as CRE using CDC’s current surveillance definition (resistant to ertapenem, imipenem, doripenem, or meropenem). Among isolates confirmed as CRE, 303 (73%) were carbapenemase-producers (CP-CRE). The majority of CP-CRE originated from GA (39%), MD (35%) and MN (11%); most non-CP-CREs originated from MN (27%), CO (25%) and OR (17%). K. pneumoniae was the predominant carbapenemase-producing species (78%) followed by E. cloacae complex spp (12%), E. coli (7.9%), E. Aerogenes (0.9%) and K. oxytoca (0.6%). The most common carbapenemase genes detected were blaKPC-3 (76%) and blaKPC-2 (19%); blaNDM and blaOXA-48-like genes were detected in 1.6% and 0.3% of isolates, respectively. For carbapenemase-producing K. pneumoniae, Enterobacter spp, and E. coli, the predominant sequence types (ST) were ST258 (65%), ST171 (35%) and ST131 (29%), respectively. Conclusion The distribution of CP and non-CP-CRE varied across the catchment sites. Among CP-CRE, KPC-producing K. pneumoniae predominated; other carbapenemases were rarely identified in the locations under surveillance. Strain types known to have increased epidemic potential (ST258 and ST131) were common among carbapenemase-producing K. pneumoniae and E. coli isolates, respectively. Disclosures All authors: No reported disclosures.
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- 2017
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27. Reflect urine culture cancellation in the emergency department
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Abhi Mehrotra, Karissa Culbreath, Christopher W. Jones, and Peter H. Gilligan
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Adult ,Male ,medicine.medical_specialty ,Urinalysis ,Adolescent ,Bacteriuria ,Urine ,Logistic regression ,Health Services Misuse ,Leukocyte Count ,Young Adult ,Internal medicine ,medicine ,Humans ,Child ,Nitrites ,Aged ,Retrospective Studies ,Aged, 80 and over ,Bacteriological Techniques ,Receiver operating characteristic ,medicine.diagnostic_test ,business.industry ,Area under the curve ,Emergency department ,Middle Aged ,Confidence interval ,Surgery ,Leukocyte esterase ,ROC Curve ,Area Under Curve ,Child, Preschool ,Emergency Medicine ,Female ,business ,Emergency Service, Hospital ,Carboxylic Ester Hydrolases - Abstract
Background The yield of urine culture testing in the emergency department (ED) is often low, resulting in wasted laboratory and ED resources. Use of a reflex culture cancellation protocol, in which urine cultures are canceled when automated urinalysis results predict that culture yield will be low, may help to conserve these resources. Study Objectives To identify a reflex culture cancellation protocol consisting of urinalysis-based criteria to limit urine culture over-utilization. Methods We studied patients aged 5 years and older whose ED evaluation included both an automated urinalysis and urine culture. Logistic regression models incorporating individual urinalysis components were used to predict culture growth. Receiver operating characteristic curves corresponding to each model were constructed, and the area under the curve was used to identify the model that best predicted positive urine culture growth. Results There were 1546 ED patients who met study inclusion criteria. Of these, 314 (20%) had positive urine cultures. Restriction of culture testing to samples with white blood cells > 10 per high-power field, positive nitrites, positive leukocyte esterase, or positive bacteria provided a sensitivity of 96.5% (95% confidence interval [CI] 93.6–98.1%) and specificity of 48.1% (95% CI 45.3–51.0%) for positive urine culture. Implementation of a reflex culture cancellation protocol based on these criteria would have eliminated 604 of 1546 cultures (39%); 11 of 314 positive cultures (3.5%) would have been missed. Conclusion These results suggest that a substantial reduction in urine culture testing might be achievable by implementing this protocol. Confirmation of these findings in a validation cohort is necessary.
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- 2012
28. Detection of rapidly growing mycobacteria in routine cultures of samples from patients with cystic fibrosis
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Sonia L. Allen, Peter H. Gilligan, Charles R. Esther, Karissa Culbreath, Steven Hoberman, Jason P. Fine, Alan Kerr, and Kyle G. Rodino
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Microbiology (medical) ,Bacilli ,Bacteriological Techniques ,Mycobacterium Infections ,food.ingredient ,biology ,Cystic Fibrosis ,Mycobacteriology and Aerobic Actinomycetes ,biology.organism_classification ,medicine.disease ,bacterial infections and mycoses ,Cystic fibrosis ,Sensitivity and Specificity ,Respiratory pathogens ,Microbiology ,Culture Media ,Mycobacterium ,Burkholderia ,food ,Enhanced recovery ,medicine ,Agar ,Humans ,Clinical significance ,Incubation - Abstract
Rapidly growing mycobacteria (RGM) are respiratory pathogens in patients with cystic fibrosis (CF), but detection generally requires specialized cultures for acid-fast bacilli (AFB; AFB cultures). We determined that RGM could be recovered from routine cultures of samples from patients with CF by extending incubation of the Burkholderia cepacia selective agar (BCSA) from 5 to 14 days. To explore the impact of this modification, we compared results from routine and AFB cultures of samples from CF patients for 2 years before (4,212 samples by routine culture, 1,810 samples by AFB culture, 670 patients) and 2 years after (4,720 samples by routine culture, 2,179 samples by AFB culture, 695 patients) the change. Clinical relevance was assessed with samples from a subgroup of 340 patients followed regularly throughout both periods. Extending incubation of BCSA enhanced RGM recovery from routine cultures (0.7% before, 2.8% after; P < 0.001); recovery from AFB cultures was unchanged (5.5% before, 5.7% after). Estimates of RGM detection sensitivity by culture or patient-based methods ranged from ∼65 to 75% for routine cultures (nonsignificantly lower than the ∼80 to 85% for AFB cultures) and were adversely affected by coculture with mold or nonpseudomonal, nonfermenting Gram-negative rods. In the after period, 16 CF patients met the criteria for RGM infection by routine culture, including 4 who did not meet the criteria for RGM infection by AFB culture. We conclude that a simple methodological change enhanced recovery of RGM from routine cultures. The modified culture method could be utilized to improve screening for RGM in CF patients or as a simpler method to follow patients with known RGM infection. However, this method should be used cautiously in patients with certain coinfections.
- Published
- 2011
29. 1800Phenotypic Definitions for Identifying Carbapenemase-Producing Carbapenem-resistant Enterobacteriaceae
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Marion A. Kainer, Sarah J Janelle, Nora Chea, Daniel Muleta, Karissa Culbreath, Alexander J. Kallen, Lucy E. Wilson, Kristin M. Shaw, Ghinwa Dumyati, Cathleen Concannon, Wendy Bamberg, Ruth Lynfield, Elisabeth Vaeth, Erin C Phipps, Thiphasone Kongphet-Tran, Valerie Albrecht, and Sandra N. Bulens
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IDWeek 2014 Abstracts ,Infectious Diseases ,Oral Abstracts ,Oncology ,business.industry ,Medicine ,Artificial intelligence ,Carbapenemase producing ,Carbapenem-resistant enterobacteriaceae ,business ,Microbiology - Published
- 2014
- Full Text
- View/download PDF
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