Browsing by Author "Meyer, Amanda J."
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Item C-Reactive Protein Testing for Active Tuberculosis among Inpatients without HIV in Uganda: a Diagnostic Accuracy Study(Journal of Clinical Microbiology, 2020) Meyer, Amanda J.; Ochom, Emmanuel; Turimumahoro, Patricia; Byanyima, Patrick; Sanyu, Ingvar; Lalitha, Rejani; Kaswabuli, Sylvia; Andama, Alfred; Walter, Nicholas D.; Katamba, Achilles; Cattamanchi, Adithya; Worodria, William; Huang, Laurence; Yoon, Christina; Davis, LucianThe objective of this prospective cross-sectional study, conducted at a national referral hospital in Kampala, Uganda, was to determine diagnostic performance of serum C-reactive protein (CRP) as a triage test for tuberculosis (TB) among HIV-seronegative inpatients. We calculated the sensitivity, specificity, positive and negative likelihood ratios, and positive and negative predictive values to determine the diagnostic performance of a CRP enzyme-linked immunosorbent assay (ELISA) (Eurolyser) in comparison to that of a reference standard of Mycobacterium tuberculosis culture on two sputum samples. We constructed receiver operating curves and reported performance in reference to the manufacturer’s cutoff and also to a threshold chosen to achieve sensitivity of 90%, in accordance with the WHO’s targetproduct profile for a triage test. Among 119 HIV-seronegative inpatients, 46 (39%) had culture-positive pulmonary TB. In reference to M. tuberculosis culture, CRP had a sensitivity of 78% (95% confidence interval [CI], 64 to 89%) and a specificity of 52% (95% CI, 40 to 64%) at the manufacturer’s threshold of 10 mg/liter. At a threshold of 1.5 mg/liter, the sensitivity was 91% (95% CI, 79 to 98%) but the specificity was only 21% (95% CI, 12 to 32%). Performance did not differ when stratified by illness severity at either threshold. In conclusion, among HIV-seronegative inpatients, CRP testing performed substantially below targets for a TB triage test. Additional studies among HIV-seronegative individuals in clinics and community settings are needed to assess the utility of CRP for TB screening.Item Drop-out from the tuberculosis contact investigation cascade in a routine public health setting in urban Uganda: A prospective, multi-center study(PLoS ONE, 2017) Armstrong-Hough, Mari; Turimumahoro, Patricia; Meyer, Amanda J.; Ochom, Emmanuel; Babirye, Diana; Ayakaka, Irene; Mark, David; Ggita, Joseph; Cattamanchi, Adithya; Dowdy, David; Mugabe, Frank; Fair, Elizabeth; Haberer, Jessica E.; Katamba, Achilles; Davis, J. LucianSeven public tuberculosis (TB) units in Kampala, Uganda, where Uganda's national TB program recently introduced household contact investigation, as recommended by 2012 guidelines from WHO. Objective To apply a cascade analysis to implementation of household contact investigation in a programmatic setting. Design Prospective, multi-center observational study. Methods We constructed a cascade for household contact investigation to describe the proportions of: 1) index patient households recruited; 2) index patient households visited; 3) contacts screened for TB; and 4) contacts completing evaluation for, and diagnosed with, active TB. Results 338 (33%) of 1022 consecutive index TB patients were eligible for contact investigation. Lay health workers scheduled home visits for 207 (61%) index patients and completed 104 (50%). Among 287 eligible contacts, they screened 256 (89%) for symptoms or risk factors for TB. 131 (51%) had an indication for further TB evaluation. These included 59 (45%) with symptoms alone, 58 (44%) children <5, and 14 (11%) with HIV. Among 131 contacts found to be symptomatic or at risk, 26 (20%) contacts completed evaluation, including five (19%) diagnosed with and treated for active TB, for an overall yield of 1.7%. The cumulative conditional probability of completing the entire cascade was 5%. Conclusion Major opportunities exist for improving the effectiveness and yield of TB contact investigation by increasing the proportion of index households completing screening visits by lay health workers and the proportion of at-risk contacts completing TB evaluation.Item Experiences and intentions of Ugandan household tuberculosis contacts receiving test results via text message: an exploratory study(BMC public health, 2020) Ggita, Joseph M.; Katahoire, Anne; Meyer, Amanda J.; Nansubuga, Elizabeth; Nalugwa, Talemwa; Turimumahoro, Patricia; Ochom, Emmanuel; Ayakaka, Irene; Haberer, Jessica E.; Katamba, Achilles; Armstrong-Hough, Mari; Davis, J. LucianThe World Health Organization (WHO) recommends household contact investigation for tuberculosis (TB) in high-burden countries. However, household contacts who complete evaluation for TB during contact investigation may have difficulty accessing their test results. Use of automated short-messaging services (SMS) to deliver test results could improve TB status awareness and linkage to care. We sought to explore how household contacts experience test results delivered via SMS, and how these experiences influence follow-up intentions. Methods: We conducted semi-structured interviews with household contacts who participated in a randomized controlled trial evaluating home sputum collection and delivery of TB results via SMS (Pan-African Clinical Trials Registry #201509000877140). We asked about feelings, beliefs, decisions, and behaviors in response to the SMS results. We analyzed the content and emerging themes in relation to the Theory of Planned Behavior. Results: We interviewed and achieved thematic saturation with ten household contacts. Nine received TB-negative results and one a TB-positive result. Household contacts reported relief upon receiving SMS confirming their TB status, but also said they lacked confidence in the results delivered by SMS. Some worried that negative results were incorrect until they spoke to a lay health worker (LHW). Household contacts said their long-term intentions to request help or seek care were influenced by perceived consequences of not observing the LHW’s instructions related to the SMS and follow-up procedures; beliefs about the curability of TB; anticipated support from LHWs; and perceived barriers to responding to an SMS request for further evaluation. Conclusion: Household contacts experienced relief when they received results. However, they were less confident about results delivered via SMS than results delivered by LHWs. Delivery of results by SMS should complement continued interaction with LHWs, not replace them.Item Feasibility, acceptability, and adoption of fingerprint scanning during contact investigation for tuberculosis in Kampala, Uganda: A parallel-convergent, mixed-methods analysis(PeerJ Preprints, 2018) White, Elizabeth B.; Meyer, Amanda J.; Ggita, Joseph M.; Babirye, Diana; Mark, David; Ayakaka, Irene; Haberer, Jessica E.; Katamba, Achilles; Armstrong-Hough, Mari; Davis, J. LucianIn resource-constrained settings, challenges with unique patient identification may limit continuity of care, monitoring and evaluation, and data integrity. Biometrics offer an appealing but understudied potential solution. Methods We conducted a mixed-methods study to understand feasibility, acceptability, and adoption of digital fingerprinting for patient identification in a study of household TB contact investigation in Kampala, Uganda. We tested associations between demographic, clinical, and temporal characteristics and failure to capture a digital fingerprint. We used generalized estimating equations and a robust covariance estimator to account for clustering. We evaluated clustering of outcomes by household and community health worker by calculating intra-class correlation coefficients. To understand determinants of intended and actual use of fingerprinting technology, we conducted fifteen in-depth interviews with community health workers and applied a widely used conceptual framework, the Technology Acceptance Model 2. Results Digital fingerprints were captured in 74% of participants, with extensive clustering by household (ICC = 0.99) arising from hardware (XX%) and software (XX%) failures. Clinical and demographic characteristics were not significantly associated with fingerprint capture. Community health workers successfully fingerprinted all contacts in 70% of households, with modest clustering of outcomes by CHW (ICC = 0.18). Fingerprinting success at the household level declined over time (Spearman’s rho = 0.30, P < 0.001). In interviews, CHWs reported that fingerprinting non-capture events lowered their own perception of the quality of the technology, threatened their social image, and made the technology more difficult to use. Conclusions We found digital fingerprinting to be feasible and acceptable for indvidual identification, but problems implementing the hardware and software led to a high failure rate. Although CHWs found fingerprinting to be acceptable in principle, their intention to use the technology was tempered by perceptions that it was inconsistent and of questionable value. We emphasize the need for routine process evaluation of biometrics and other digital technologies during implementation in resource-constrained settings.Item Sputum quality and diagnostic performance of GeneXpert MTB/RIF among smear-negative adults with presumed tuberculosis in Uganda(PLoS ONE, 2017) Meyer, Amanda J.; Atuheire, Collins; Worodria, William; Kizito, Samuel; Katamba, Achilles; Sanyu, Ingvar; Andama, Alfred; Ayakaka, Irene; Cattamanchi, Adithya; Bwanga, Freddie; Huang, Laurence; Davis, J. LucianIntroduction of GeneXpert MTB/RIF (Xpert) assay has constituted a major breakthrough for tuberculosis (TB) diagnostics. Several patient factors may influence diagnostic performance of Xpert including sputum quality. Objective We carried out a prospective, observational, cross-sectional study to determine the effect of sputum quality on diagnostic performance of Xpert among presumed TB patients in Uganda. Methods We collected clinical and demographic information and two sputum samples from participants. Staff recorded sputum quality and performed LED fluorescence microscopy and mycobacterial culture on each sample. If both smear examinations were negative, Xpert testing was performed. We calculated diagnostic yield, sensitivity, specificity, and other indicators for Xpert for each stratum of sputum quality in reference to a standard of mycobacterial culture. Results Patients with salivary sputum showed a trend towards a substantially higher proportion of samples that were Xpert-positive (54/286, 19%, 95% CI 15±24) compared with those with all other sputum sample types (221/1496, 15%, 95% CI 13±17). Blood-stained sputum produced the lowest sensitivity (28%; 95% CI 12±49) and salivary sputum the highest (66%; 95% CI 53±77). Specificity didn't vary meaningfully by sample types. Salivary sputum was significantly more sensitive than mucoid sputum (+13%, 95% CI +1 to +26), while bloodstained sputum was significantly less sensitive (-24%, 95% CI -42 to -5). Conclusions Our findings demonstrate the need to exercise caution in collecting sputum for Xpert and in interpreting results because sputum quality may impact test yield and sensitivity. In particular, it may be wise to pursue additional testing should blood-stained sputum test negative while salivary sputum should be readily accepted for Xpert testing given its higher sensitivity and potentially higher yield than other sample types. These findings challenge conventional recommendations against collecting salivary sputum for TB diagnosis and could inform new standards for sputum quality.Item Uptake of Home-Initiated Tuberculosis Evaluation During Household Contact Investigation in Kampala, Uganda: A Mixed Methods Study(PeerJ Preprints, 2017) Armstrong-Hough, Mari; Ggita, Joseph; Turimumahoro, Patricia; Meyer, Amanda J.; Ochom, Emmanuel; Katamba, Achilles; Davis, J. LucianHome-initiated tuberculosis (TB) evaluation could improve test uptake and linkage to care among at-risk contacts of active TB index patients. However, there is a need to systematically explore why contacts accept, decline, or are unable to complete these services. We sought to describe the barriers to home-based sputum collection as part of enhanced household contact investigation for TB in Kampala, Uganda. Methods Using a parallel convergent mixed-methods design, we collected quantitative data describing home sputum collection among 82 household contacts of active TB patients and qualitative interviews from a sub-sample of 19 of those contacts. Data were analyzed in parallel to produce a more complete picture of the underlying barriers to home sputum collection. Results Men were significantly more likely than women to provide sputum when eligible (p=0.04). Contacts who reported risk factors for or symptoms of TB but no active cough where significantly less likely to provide sputum (p=0.05). Education level was not associated with differences in home sputum collection success. In interviews, contacts pointed to support from and for the index patient as a facilitator. Contacts were particularly enthusiastic about the convenience of home-based sputum collection compared to visiting a clinic. Lost or insufficient sputum containers, difficulty producing sputum on demand, and shame emerged as barriers to collecting sputum at home. Conclusions Uptake of sputum collection might be improved by addressing opportunity barriers prior to the visit, possibly through equipment checklists and improved community health worker training. More research is needed on the effects of TB stigma on willingness to produce sputum, even in the privacy of one’s own home.