Browsing by Author "Chaisson, Lelia H."
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Item Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV(PLoS ONE, 2018) Farr, Katherine; Ravindran, Resmi; Strnad, Luke; Chang, Emily; Chaisson, Lelia H.; Yoon, Christina; Worodria, William; Andama, Alfred; Ayakaka, Irene; Bbosa Nalwanga, Priscilla; Byanyima, Patrick; Kalema, Nelson; Kaswabuli, Sylvia; Katagira, Winceslaus; Denise Aman, Kyomugisha; Musisi, Emmanuel; Tumwine, Nuwagaba Wallen; Sanyu, Ingvar; Ssebunya, Robert; Davis, J. Lucian; Huang, Laurence; Khan, Imran H.; Cattamanchi, AdithyaApproaches to screening for active tuberculosis (TB) among people living with HIV are inadequate, leading to missed diagnoses and poor implementation of preventive therapy. Methods Consecutive HIV-infected adults hospitalized at Mulago Hospital (Kampala, Uganda) between June 2011 and July 2013 with a cough � 2 weeks were enrolled. Patients underwent extensive evaluation for pulmonary TB. Concentrations of 43 cytokines/chemokines were measured at the same time point as C-reactive protein (CRP) in banked plasma samples using commercially-available multiplex kits. Advanced classification algorithms were used to rank cytokines/chemokines for their ability to identify TB, and to model the specificity of the top-ranked cytokines/chemokines individually and in combination with sensitivity constrained to � 90% as recommended for TB screening. Results The median plasma level of 5 biomarkers (IL-6, INF-γ, MIG, CRP, IL-18) was significantly different between patients with and without TB. With sensitivity constrained to 90%, all had low specificity with IL-6 showing the highest specificity (44%; 95% CI 37.4–49.5). Biomarker panels were found to be more valuable than any biomarker alone. A panel combining IFN-γ and IL-6 had the highest specificity (50%; 95% CI 46.7–53.3). Sensitivity remained high (>85%) for all panels among sputum smear-negative TB patients. Conclusions Direct measurement of unstimulated plasma cytokines/chemokines in peripheral blood is a promising approach to TB screening. Cytokine/chemokine panels retained high sensitivity for smear-negative TB and achieved improved specificity compared to individual cytokines/ chemokines. These markers should be further evaluated in outpatient settings where most TB screening occurs and where other illnesses associated with systematic inflammation are less common.Item Theory-Informed Interventions to Improve the Quality of Tuberculosis Evaluation at Ugandan Health Centers: A Quasi- Experimental Study(PLoS ONE, 2015) Chaisson, Lelia H.; Katamba, Achilles; Haguma, Priscilla; Ochom, Emmanuel; Ayakaka, Irene; Mugabe, Frank; Miller, Cecily; Vittinghoff, Eric; Davis, J. Lucian; Handley, Margaret A.; Cattamanchi, AdithyaTuberculosis (TB) remains under-diagnosed in many countries, in part due to poor evaluation practices at health facilities. Theory-informed strategies are needed to improve implementation of TB evaluation guidelines. We aimed to evaluate the impact of performance feedback and same-day smear microscopy on the quality of TB evaluation at 6 health centers in rural Uganda. Methods We tested components of a multi-faceted intervention to improve adherence to the International Standards for Tuberculosis Care(ISTC): performance feedback and same-day smear microscopy. The strategies were selected based on a qualitative assessment guided by the Theory of Planned Behavior and the PRECEDE model. We collected patient data 6 months before and after the introduction of each intervention component, and compared ISTC adherence in the pre- and post-intervention periods for adults with cough 2 weeks’ duration. Results The performance feedback evaluation included 1,446 adults; 838 (58%) were evaluated during the pre-intervention period and 608 (42%) during the post-intervention period. Performance feedback resulted in a 15% (95%CI +10%to +20%, p<0.001) increase in the proportion of patients receiving ISTC-adherent care. The same-day microscopy evaluation included 1,950 adults; 907 (47%) were evaluated during the pre-intervention period and 1,043 (53%) during the post-intervention period. Same-day microscopy was associated with a 14% (95%CI +10%to +18%, p<0.001) increase in the proportion of patients receiving ISTC-adherent care. Conclusions Performance feedback and same-day microscopy should be considered along with ISTC training as part of a multi-faceted intervention to improve the quality of TB evaluation in other high TB burden countries.