2018
DOI: 10.1371/journal.pone.0192030
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Immunological non-response and low hemoglobin levels are predictors of incident tuberculosis among HIV-infected individuals on Truvada-based therapy in Botswana

Abstract: BackgroundThere is a high burden of tuberculosis (TB) in HIV antiretroviral programmes in Africa. However, few studies have looked at predictors of incident TB while on Truvada-based combination antiretroviral therapy (cART) regimens.MethodsWe estimated TB incidence among individuals enrolled into an observational cohort evaluating the efficacy and tolerability of Truvada-based cART in Gaborone, Botswana between 2008 and 2011. We used Cox proportional hazards regressions to determine predictors of incident TB.… Show more

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Cited by 11 publications
(8 citation statements)
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References 51 publications
(91 reference statements)
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“…(Table 2) ESR and CRP had the largest areas under the ROC curve. In our study, the use of published cutoffs for CRP at 5 mg/L [30], 8 mg/L [29], and 10 mg/L [28]; hemoglobin at 8 g/dL [31]; and MLR at 0.285 [33]; were associated with poor sensitivity and PPV. In terms of optimizing sensitivity and specificity, the biomarker and cut-point that was closest to the WHO target product profile [12] was CRP > 3.3 mg/L: sensitivity 80% (95% CI, 28-100), specificity 72% (95% CI, 67-77).…”
Section: Accuracy Of Who Icf Algorithm and Candidate Biomarkers For Dmentioning
confidence: 58%
See 1 more Smart Citation
“…(Table 2) ESR and CRP had the largest areas under the ROC curve. In our study, the use of published cutoffs for CRP at 5 mg/L [30], 8 mg/L [29], and 10 mg/L [28]; hemoglobin at 8 g/dL [31]; and MLR at 0.285 [33]; were associated with poor sensitivity and PPV. In terms of optimizing sensitivity and specificity, the biomarker and cut-point that was closest to the WHO target product profile [12] was CRP > 3.3 mg/L: sensitivity 80% (95% CI, 28-100), specificity 72% (95% CI, 67-77).…”
Section: Accuracy Of Who Icf Algorithm and Candidate Biomarkers For Dmentioning
confidence: 58%
“…We evaluated additional candidate biomarkers for TB disease. Various cut-points for the biomarkers were obtained from published studies, including CRP [28][29][30], hemoglobin [31,32], and monocyte-to-lymphocyte ratio [33], and/or derived from the current study based on Youden's index. (Table 2) ESR and CRP had the largest areas under the ROC curve.…”
Section: Accuracy Of Who Icf Algorithm and Candidate Biomarkers For Dmentioning
confidence: 99%
“…Nonetheless, limitations related to our study include that our findings cannot be generalized to the entire population as the data is generated from the private sector and included only one study site. The diagnosis of TB in SSA setting is challenging as it is not definitive being without microbiological confirmation for all patients [14,15,21,47,49,50], as is for our cohort. All our patients received IPT for preventing TB as of 2010.…”
Section: Discussionmentioning
confidence: 96%
“…Low Hb (anemia) is a common nutritional problem in EGC ( 42 ). Protein malnutrition can inhibit the proliferation and differentiation of hematopoietic stem cells ( 43 ), inhibit immune responses, and cause chronic inflammation, leading to changes in iron metabolism ( 44 ) that result in decreased hemoglobin. These indicators can be used to evaluate the nutritional status of patients ( 45 ).…”
Section: Discussionmentioning
confidence: 99%