PAthogen Transmission and Health Outcome Models of Enteric Disease
PATHOME
Statistical and Agent-based Modeling of Complex Microbial Systems: a Means for Understanding Enteric Disease Transmission Among Children in Urban Neighborhoods of Kenya
1 other identifier
observational
286
1 country
1
Brief Summary
The objective of the PATHOME study is to (1) develop statistical and computational methods for examining a complex disease system of interactions between and amongst children, animals, the environment, and enteric pathogens and (2) build a virtual laboratory for predicting which social and environmental developmental improvements best prevents multi-pathogen transmission to infants in urbanizing areas of high disease burden countries. Investigators will characterize how social and environmental development of urban neighborhoods in disease endemic settings modifies the "enteric pathome", i.e. the microbial communities of viral, bacterial, and protozoan pathogens transmitted by human and animal feces in the environment to infants. They will measure the impact of societal development on pathogen transmission to infants by applying a One Health ecosystem-based approach to characterizing interactions between enteric pathome agents in the environment and their transmission via interactions between infants, caregivers (CGs), animals, and environmental materials across domestic and public spaces and climate conditions. Data-validated statistical and computational models can quantify pathogen-specific attributable risk of infection through multiple pathways, and the extent that these risks are due to pathogen interactions with each other and the environment. The overall study hypothesis is that joint modeling of enteric pathome agents across urban households and neighborhoods representing transitional improvements in societal development will show that development leads to lower pathogen-specific detection frequencies, and thus evolution of the pathome from complex to simple microbial community structures. By studying spatial scale, developed and underdeveloped neighborhoods, specific transmission pathways, and seasonality in this process, the conditions that lead to the greatest declines in enteric disease incidence can be identified. This virtual laboratory will be built upon extensive data collection in two different Kenyan cities, including household and neighborhood economic indicators, clinical, zoonotic, and environmental microbiology, behavioral observation, geotracking of humans and domestic animals, climate conditions, population density, and infant anthropometry. This initial virtual lab will provide an evidence-based tool for predicting effective urban interventions to control fecally-transmitted disease in cities globally undergoing epidemiological transitions in infectious disease.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Nov 2021
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
November 15, 2021
CompletedFirst Submitted
Initial submission to the registry
December 6, 2021
CompletedFirst Posted
Study publicly available on registry
April 12, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 13, 2024
CompletedStudy Completion
Last participant's last visit for all outcomes
March 13, 2024
CompletedSeptember 19, 2024
September 1, 2024
2.3 years
December 6, 2021
September 9, 2024
Conditions
Keywords
Outcome Measures
Primary Outcomes (3)
enteric pathogen prevalence
the proportion of infants who test positive by qRT-PCR for a specific type of enteric virus or bacteria at enrollment
continuous over 14 days
14-day enteric pathogen incidence
the proportion of infants whose feces tests positive by qRT-PCR for a specific type of enteric virus or bacteria that was not detected in feces at enrollment
continuous over 14 days
enteric pathogen diversity
cumulative count of unique enteric pathogen types detected in infant feces at enrollment
continuous over 14 days
Secondary Outcomes (6)
14-day self-reported diarrheal symptom prevalence
continuous over 14 days
stunting prevalence
Day 3 or 5
wasting prevalence
Day 3 or 5
preterm birth prevalence
enrollment Day 1
7 day self-reported prevalence of prior symptoms
enrollment Day 1
- +1 more secondary outcomes
Other Outcomes (3)
frequency of child exposure behaviors
Day 2/3 of study
presence and concentration of bacterial pathogens in the environment
Day 2/3 of study
presence and concentration of bacterial pathogens in feces of domestic animals
Day 2/3 of study
Study Arms (4)
infants living in low-income neighborhoods of Nairobi
62 infants between 0 and 12 months age
infants living in middle-income neighborhoods of Nairobi
62 infants between 0 and 12 months age
infants living in low-income neighborhoods of Kisumu
62 infants between 0 and 12 months age
infants living in middle-income neighborhoods of Kisumu
62 infants between 0 and 12 months age
Eligibility Criteria
This study will recruit a cohort of infants between birth and 12 months of age, and their caregivers in urban neighborhoods of Kisumu and Nairobi, Kenya. The study focuses on infants in Kenya because infants in low-income urban Kenyan households and communities are exposed to pathogens via drinking water, food, objects, soil, and caregiver hands in the first months of life. Thus, detection of pathogens in infant feces is very high by six months age, indicating a rapid climb in enteric disease prevalence between birth and six months age. Recruitment of infants in the first months of life is necessary to detect the conditions that result in accumulation of these infections
You may qualify if:
- Infants between 0 and 12 months of age as verified by birth registration card;
- Infants who lack disabilities that would impact normal behavior;
- Infants who live permanently in the study neighborhood;
- Infant's primary guardian is greater than or equal to 18 years of age.
You may not qualify if:
- Infant age older than 12 months;
- Infant has a disability that impact's normal behaviors or health and development status;
- Infant's permanent resident is outside the study neighborhood;
- Infant's guardian is less than 18 years age, or an adolescent.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- State University of New York at Buffalolead
- African Population and Health Research Centercollaborator
- University of Iowacollaborator
Study Sites (1)
African Population Health Research Center
Nairobi, 00000, Kenya
Related Publications (2)
Mberu B, Simiyu S, Gutema FD, Sewell D, Busienei PJ, Tumwebaze IK, Baker KK. Landscape analysis of the Kenyan policy on the treatment and prevention of diarrheal disease among under-5 children. BMJ Open. 2024 Aug 19;14(8):e081906. doi: 10.1136/bmjopen-2023-081906.
PMID: 39160109DERIVEDBaker KK, Simiyu S, Busienei P, Gutema FD, Okoth B, Agira J, Amondi CS, Ziraba A, Kapanka AG, Osinuga A, Ouma C, Sewell DK, Gaire S, Tumwebaze IK, Mberu B. Protocol for the PATHOME study: a cohort study on urban societal development and the ecology of enteric disease transmission among infants, domestic animals and the environment. BMJ Open. 2023 Nov 24;13(11):e076067. doi: 10.1136/bmjopen-2023-076067.
PMID: 38000826DERIVED
Biospecimen
Five feces specimens will be collected from each infant over a two week enrollment timeline. A 300 mg portion of each specimen will undergo DNA and RNA extraction using the Zymobiomics Pathogen Extraction kit.
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Kelly K Baker, PhD
University of Iowa
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor
Study Record Dates
First Submitted
December 6, 2021
First Posted
April 12, 2022
Study Start
November 15, 2021
Primary Completion
March 13, 2024
Study Completion
March 13, 2024
Last Updated
September 19, 2024
Record last verified: 2024-09
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, ICF, ANALYTIC CODE
- Time Frame
- The full datasets should be available around the year 2025 to 2026 when the virtual lab model infrastructure is made public.
- Access Criteria
- individuals using the data will be required to agree to cite the data source if used or reused for their own purposes. Otherwise access and re-use will not be restricted.
De-identified datasets containing individual participant data relevant to specific publications will be shared as a part of the publication process. Larger integrated de-identified datasets will be shared, per National Institutes of Health policy, at the conclusion of the study and knowledge dissemination.