Publications by authors named "Okeyo E"

For microbiological confirmation of pediatric pulmonary tuberculosis (PTB), gastric aspirates (GA) are often operationally unfeasible without hospitalization, and the encapsulated orogastric string test is not easily swallowed in young children. The Combined-NasoGastric-Tube-and-String-Test (CNGTST) enables dual collection of GA and string specimens. In a prospective cohort study in Kenya, we examined its feasibility in children under five with presumptive PTB and compared the bacteriological yield of string to GA.

View Article and Find Full Text PDF
Article Synopsis
  • Diagnosing tuberculosis (TB) in children under 5 is difficult due to low bacterial levels and overlapping symptoms with other diseases, leading researchers to use machine learning for better prediction models.
  • Eleven machine learning models were tested on data from young children in Kenya to improve the accuracy of TB microbial confirmation using easily obtainable clinical, demographic, and radiologic factors.
  • The study found that models were effective with AUROC scores between 0.83 and 0.90, and certain factors like household TB contact and chest x-ray results significantly influenced prediction outcomes, potentially aiding clinical decisions and research on TB in young children.
View Article and Find Full Text PDF

Background: Tuberculosis (TB) is a leading cause of illness and death in children globally. Improved bacteriologic and clinical diagnostic approaches in children are urgently needed.

Methods: In a prospective cohort study, a consecutive series of young (<5 years) children presenting with symptoms suggestive of TB and parenchymal abnormality on chest radiograph in inpatient and outpatient settings in Kisumu County, Kenya from October 2013 to August 2015 were evaluated at baseline and over 6 months.

View Article and Find Full Text PDF

Recommended by the World Health Organization as an initial diagnostic test for TB in children, Xpert MTB/RIF is widely implemented in many countries, including Kenya. Three hundred HIV-positive and negative children (<5 years) were enrolled in Kisumu County, Kenya, from October 2013 to August 2015. Multiple specimen types were collected from each child and tested using Xpert, liquid culture, and phenotypic drug susceptibility testing (DST).

View Article and Find Full Text PDF

Background: In sub-Saharan Africa, the material and human capacity to diagnose patients reporting with fever to healthcare providers is largely insufficient. Febrile patients are typically treated presumptively with antimalarials and/or antibiotics. Such over-prescription can lead to drug resistance and involves unnecessary costs to the health system.

View Article and Find Full Text PDF

Importance: Criterion-standard specimens for tuberculosis diagnosis in young children, gastric aspirate (GA) and induced sputum, are invasive and rarely collected in resource-limited settings. A far less invasive approach to tuberculosis diagnostic testing in children younger than 5 years as sensitive as current reference standards is important to identify.

Objective: To characterize the sensitivity of preferably minimally invasive specimen and assay combinations relative to maximum observed yield from all specimens and assays combined.

View Article and Find Full Text PDF

Background: Household contacts (HHCs) of individuals with multidrug-resistant tuberculosis (MDR-TB) are at high risk of infection and subsequent disease. There is limited evidence on the willingness of MDR-TB HHCs to take MDR-TB preventive therapy (MDR TPT) to decrease their risk of TB disease.

Methods: In this cross-sectional study of HHCs of MDR-TB and rifampicin-resistant tuberculosis (RR-TB) index cases from 16 clinical research sites in 8 countries, enrollees were interviewed to assess willingness to take a hypothetical, newly developed MDR TPT if offered.

View Article and Find Full Text PDF

Setting: The household contacts (HHCs) of multidrug-resistant tuberculosis (MDR-TB) index cases are at high risk of tuberculous infection and disease progression, particularly if infected with the human immunodeficiency virus (HIV). HIV testing is important for risk assessment and clinical management.

Methods: This was a cross-sectional, multi-country study of adult MDR-TB index cases and HHCs.

View Article and Find Full Text PDF

Objective: To assess prevalence and occupational risk factors of latent TB infection and history of TB disease ascribed to work in a healthcare setting in western Kenya.

Methods: We conducted a cross-sectional survey among healthcare workers in western Kenya in 2013. They were recruited from dispensaries, health centres and hospitals that offer both TB and HIV services.

View Article and Find Full Text PDF

Objective: The necessity and value of beneficiary input is widely recognized by the humanitarian community. Nevertheless, limited beneficiary involvement occurs due to various barriers. This study explores the effectiveness of an innovative, participatory approach to assessing beneficiary perceptions in resource-limited settings.

View Article and Find Full Text PDF