Using Big-Data to Identify & Prevent Transmission of Carbapenem-Resistant Enterobacteriaceae within VHA
Project Number1IK2CX001981-01
Contact PI/Project LeaderCHOU, ANDREW
Awardee OrganizationMICHAEL E DEBAKEY VA MEDICAL CENTER
Description
Abstract Text
This proposal is designed to provide the necessary knowledge, skills, and experience required to
facilitate the transition of Andrew Chou, MD, from junior to independent investigator in the field of antibiotic-
resistant infections. Dr. Chou is a well-trained infectious diseases specialist with graduate-level education and
postdoctoral training in microbiology and microbial genomics. He has been studying multidrug-resistant
organisms (MDRO) since 2009 and has a demonstrated history of dedication to a career in research and to the
Veterans Health Administration (VHA). Dr. Chou has identified a mentoring committee consisting of senior
investigators who have demonstrated success in mentoring junior investigators to independence. Barbara W.
Trautner, MD, PhD, associate professor of Medicine (Infectious Diseases) and faculty at the Center for
Innovations in Quality, Effectiveness, and Safety (IQuESt) at the Houston VA and Baylor College of Medicine
(BCM), will serve as the primary mentor. The co-mentors are: 1) Lynn Zechiedrich, PhD, an expert in
mechanisms of antibiotic resistance and systems biology; 2) Elizabeth Chiao, MD, MPH, an expert in using
large databases to study viral-associated malignancies and board-certified in both infectious diseases and
oncology; 3) Richard Sucgang, PhD, an expert in bioinformatics of antibiotic resistance; and 4) Peter
Richardson, PhD, an expert in mathematical statistics and probability modeling. Dr. Chou has a history of
productivity with the primary mentor and multiple co-mentors, including publications in studying Klebsiella
pneumoniae virulence factors within VHA, bloodstream infections due to gram-negative bacteria, and an
outbreak of carbapenem-resistant Enterobacteriaceae (CRE). To expand his skill set, Dr. Chou will pursue a
Master of Science in biostatistics, studying the data science track and biostatistics.
Antibiotic resistance is an important health concern in the United States and within VHA. CRE is 1 of
the most dangerous antibiotic-resistant organisms because nearly half of all patients with CRE bloodstream
infections die. CRE infections are resistant to all or nearly all antibiotics, often are treated with last-line
antibiotics that are associated with severe side-effects, and can lead to hospital outbreaks.
CRE infections incur significant morbidity and mortality, yet optimal prevention and treatment of CRE
are unknown. The published report, Establishing the Research Agenda for Preventing Transmission of MDRO
in Acute-Care Settings in VHA, identified studying screening strategies to identify Veterans asymptomatically
colonized with CRE as a research priority. Determining the optimum treatment of CRE is challenging because
patients with CRE infections often have complex comorbidities that exclude them from clinical trials.
The project objective is to combat CRE within VHA by (1) developing novel, targeted surveillance
strategies that identify Veterans at high risk for CRE colonization; and (2) identifying which antibiotic regimens
are associated with the most desirable clinical outcomes (ie, clinical cure without adverse events) in Veterans
with CRE infections. Aim 1 will create the VHA CRE colonization risk-stratification tool for the national VHA
population using bioinformatics to analyze large-scale clinical VHA databases. Aim 2 will develop best
practices for treatment of CRE bloodstream infection by applying biostatistical techniques to VHA databases to
compare newer antibiotics to standard therapy, monotherapy vs. combination antibiotic therapy, and short-
course vs. prolonged-course duration of antibiotic therapy. Aim 3 will be to conduct a pilot intervention of 3
different CRE surveillance strategies: passive surveillance, surveillance targeted by clinical risk factors, and
surveillance targeted to patients with Clostridioides difficile infection.
The environment at BCM is ideal for fostering the training of junior physician investigators. Dr. Chou will
benefit from strong institutional support, outstanding mentoring, and a clear path to independence.
Public Health Relevance Statement
Antibiotic-resistant bacteria are a major public health concern. These bacteria cause infections that are often
difficult to treat and lead to serious infections. Carbapenem-resistant Enterobacteriaceae (CRE) is a severe
type of antibiotic-resistant bacteria because it is resistant to almost all antibiotics and can be very deadly. It is
very important to identify which patients are at risk for CRE and to identify the best treatment for CRE. We
propose to develop and test a tool that predicts whether a person carries CRE, and to identify the best
treatment options for CRE infections. We will use large databases to find patients at risk for CRE and patient
who have CRE infections. We will use computer programming and biostatistics to identify which patients are at
risk and which treatments work best. At the end of the proposed work, we will have identified new avenues to
prevent person-to-person transmission of CRE and improve therapy of CRE infections.
NIH Spending Category
No NIH Spending Category available.
Project Terms
Adverse eventAntibiotic ResistanceAntibiotic TherapyAntibiotic-resistant organismAntibioticsAntimicrobial ResistanceAreaAwarenessBacteriaBacterial Antibiotic ResistanceBig DataBig Data MethodsBioinformaticsBiometryCarbapenemsCategoriesCeftazidimeCenters for Disease Control and Prevention (U.S.)Cessation of lifeClinicalClinical TrialsClostridium difficileCombined AntibioticsCombined Modality TherapyCommunicable DiseasesComplexDangerousnessDataData ScienceDatabasesDedicationsDisease OutbreaksDoctor of PhilosophyEducational BackgroundEffectivenessEnterobacter cloacaeEnterobacteriaceae InfectionsEnvironmentFacultyFormulariesFosteringFutureGram-Negative BacteriaGuidelinesHealthHealth Care CostsHealth care facilityHospitalsIndividualInfectionInfection preventionInterventionJunior PhysicianK-Series Research Career ProgramsKlebsiella pneumoniaeKnowledgeLeadMalignant NeoplasmsMaster of ScienceMathematicsMeasuresMedical centerMedicineMentorsMeropenemMicrobiologyModelingMorbidity - disease rateOncologyOutcomePatientsPerformancePersonsPhysiciansPilot ProjectsPopulationPrevalencePreventionPrevention programProductivityPublic HealthPublicationsPublishingRecording of previous eventsRegimenReportingResearchResearch PersonnelResearch PriorityResearch TrainingResistanceRiskRisk FactorsRisk stratificationSafetyScientistSepsisSpecialistStatistical ModelsSystems BiologyTechniquesTestingTrainingTraining and EducationTreatment outcomeUnited StatesVeteransViralVirulence FactorsWorkacute careantibiotic resistant infectionscarbapenem resistancecarbapenem-resistant Enterobacteriaceaecarbapenemasecareerclinical riskcollegecombatcomorbiditycomputer programdesignevidence baseexperiencehealth administrationhigh riskimprovedinnovationmicrobial genomicsmid-career facultymortalitymulti-drug resistant pathogennephrotoxicitynoveloptimal treatmentsototoxicitypost-doctoral trainingpredictive toolspreventprospectiveresistant Klebsiella pneumoniaescreeningside effectskillsstatisticssuccesssurveillance strategytooltransmission process
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