Subtyping sepsis in Uganda using clinical, pathogen, and host response profiling
Project Number5K23AI163364-04
Former Number1K23AI163364-01
Contact PI/Project LeaderCUMMINGS, MATTHEW JOHN
Awardee OrganizationCOLUMBIA UNIVERSITY HEALTH SCIENCES
Description
Abstract Text
PROJECT SUMMARY / ABSTRACT
Background: The global burden of sepsis is concentrated in sub-Saharan Africa (SSA), where epidemic HIV,
broad pathogen diversity, and limited critical care capacity challenge effective management of life-threatening
infections. In this context, where attempts to implement sepsis treatment protocols developed in high-income
countries (HICs) have failed to show benefit, data informing locally-relevant models of sepsis pathobiology are
scarce. As treatment responses likely depend, in part, on modifying complex host responses incited by an
array of pathogens, imprecise understanding of biological heterogeneity inherent to sepsis in SSA represents a
crucial barrier to development of effective management strategies. Research: The research component of this
proposal will utilize data and biological samples from NIAID- and foundation-funded prospective cohort studies
of sepsis in Uganda conducted through an established collaboration between Columbia University and Uganda
Virus Research Institute (UVRI). Within this framework, I will establish novel clinico-molecular sepsis subtypes
in Uganda using latent class analysis of clinical, microbiological, and host biomarker data (Aim 1); derive and
validate transcriptomic sepsis subtypes in Uganda by applying machine learning techniques to whole-blood
RNA sequencing data (Aim 2) and; determine innate and cell-mediated immune profiles associated with severe
organ failure and mortality in HIV-associated sepsis (Aim 3). Candidate: As outlined in this K23 Award
application, my career objective is to become an independent clinical and translational investigator focused on
sepsis and infection-related critical illness in resource-limited settings, with the goal to establish more precise,
biologically-informed clinical management strategies that can be tested in locally-relevant clinical trials. I am
well-qualified to undertake the scientific and training Aims proposed here, having spent much of the past
decade working to characterize the clinical and molecular epidemiology of emerging infections associated with
severe and critical illness in Uganda. Mentors/Environment: Under the primary mentorship of Dr. Max
O’Donnell, an R01-funded investigator at Columbia with >15 years of clinical research experience in SSA, I
have assembled a team of co-mentors and collaborators at Columbia (Dr. Ian Lipkin, Dr. Jason Che) and UVRI
(Dr. Barnabas Bakamutumaho) with expertise in patient-oriented and translational research in infectious
diseases and critical care, global health, molecular laboratory methods, and advanced biostatistics and
bioinformatics. Training: With guidance from my mentors and collaborators, I have crafted a rigorous five-year
career development plan that includes necessary training in: clinical study design, ethics, and conduct relevant
to resource-limited settings (Drs. O’Donnell, Bakamutumaho), high-throughput RNA sequencing and biomarker
measurement (Dr. Lipkin), advanced biostatistics and bioinformatics (Dr. Che), and research dissemination
and professional development (all mentors). Completion of the proposed training and related Aims will facilitate
my development as an independent clinical-translational investigator and leader in global sepsis research.
Public Health Relevance Statement
PROJECT NARRATIVE
The global burden of sepsis is concentrated in sub-Saharan Africa where epidemic HIV, broad pathogen
diversity, and limited health system capacity challenge effective management of life-threatening infections. This
research will stratify sepsis patients in Uganda into meaningful subtypes to enhance diagnosis, clinical trial
design, and management of sepsis in sub-Saharan Africa.
NIH Spending Category
No NIH Spending Category available.
Project Terms
AddressAdultAffectAfrica South of the SaharaBioinformaticsBiologicalBiological MarkersBiometryBlood specimenCD4 Positive T LymphocytesCD8-Positive T-LymphocytesCellsCessation of lifeClinicalClinical DataClinical InvestigatorClinical ManagementClinical ResearchClinical TrialsClinical Trials DesignCollaborationsCommunicable DiseasesComplementComplexCountryCritical CareCritical IllnessDataDerivation procedureDevelopmentDevelopment PlansDiagnosisEmerging infectionEnvironmentEpidemicEpidemiologyEthicsFibrinolysisFoundationsFundingGenomicsGoalsHIVHealth systemHigh-Throughput RNA SequencingHospitalsImmuneImmune System DiseasesImmune responseImmunologistImmunologyIncomeInfectionInflammatoryKnowledgeLaboratoriesLifeMachine LearningMalnutritionMeasurementMediatingMentored Patient-Oriented Research Career Development AwardMentorsMentorshipMethodsModelingMolecularMolecular EpidemiologyNational Institute of Allergy and Infectious DiseaseNatural Killer CellsOrgan failureOutcomePathway interactionsPatient-Focused OutcomesPhenotypePilot ProjectsProspective, cohort studyQualifyingRNARNA analysisResearchResearch DesignResearch InstituteResearch PersonnelResolutionResource-limited settingSamplingScientistSepsisT-LymphocyteTechniquesTestingTrainingTranslational ResearchTreatment EfficacyTreatment ProtocolsUgandaUniversitiesVirusWhole Bloodbiological heterogeneitybiomarker drivencareercareer developmentcell typeclinical epidemiologyclinical heterogeneityclinical translationclinically relevantcohortcomorbiditycytokineendothelial dysfunctionexhaustionexperiencefunctional genomicsgenetic signatureglobal healthhigh riskimmune activationimmune modulating agentsimmunomodulatory therapiesimprovedmortalitynovelpathogenpathogen genomicspatient orientedpatient oriented researchpatient stratificationprospectiveresearch data disseminationresponsesepticseptic patientstooltranscriptometranscriptome sequencingtranscriptomicstranslational scientisttreatment responsetreatment strategyunsupervised learning
National Institute of Allergy and Infectious Diseases
CFDA Code
855
DUNS Number
621889815
UEI
QHF5ZZ114M72
Project Start Date
02-February-2022
Project End Date
14-March-2025
Budget Start Date
01-February-2025
Budget End Date
14-March-2025
Project Funding Information for 2025
Total Funding
$173,996
Direct Costs
$161,107
Indirect Costs
$12,889
Year
Funding IC
FY Total Cost by IC
2025
National Institute of Allergy and Infectious Diseases
$173,996
Year
Funding IC
FY Total Cost by IC
Sub Projects
No Sub Projects information available for 5K23AI163364-04
Publications
Publications are associated with projects, but cannot be identified with any particular year of the project or fiscal year of funding. This is due to the continuous and cumulative nature of knowledge generation across the life of a project and the sometimes long and variable publishing timeline. Similarly, for multi-component projects, publications are associated with the parent core project and not with individual sub-projects.
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Outcomes
The Project Outcomes shown here are displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed are those of the PI and do not necessarily reflect the views of the National Institutes of Health. NIH has not endorsed the content below.
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Clinical Studies
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