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Determining eligibility for antiretroviral therapy in resource-limited settings using total lymphocyte counts, hemoglobin and body mass index

机译:使用总淋巴细胞计数,血红蛋白和体重指数确定在资源有限的环境中抗逆转录病毒疗法的资格

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Background CD4+ T lymphocyte (CD4) cell count testing is the standard method for determining eligibility for antiretroviral therapy (ART), but is not widely available in sub-Saharan Africa. Total lymphocyte counts (TLCs) have not proven sufficiently accurate in identifying subjects with low CD4 counts. We developed clinical algorithms using TLCs, hemoglobin (Hb), and body mass index (BMI) to identify patients who require ART. Methods We conducted a cross-sectional study of HIV-infected adults in Uganda, who presented for assessment for ART-eligibility with WHO clinical stages I, II or III. Two by two tables were constructed to examine TLC thresholds, which maximized sensitivity for CD4 cell counts ≤ 200 cells μL, while minimizing the number offered ART with counts > 350 cells μL. Hb and BMI values were then examined to try to improve model performance. Results 1787 subjects were available for analysis. Median CD4 cell counts and TLCs, were 239 cells/μL and 1830 cells/μL, respectively. Offering ART to all subjects with a TLCs ≤ 2250 cells/μL produced a sensitivity of 0.88 and a false positive ratio of 0.21. Algorithms that treated all patients with a TLC 3000 cells/μL, and used Hb and/or BMI values to determine eligibility for those with TLC values between 2000 and 3000 cells/μL, marginally improved accuracy. Conclusion TLCs appear useful in predicting who would be eligible for ART based on CD4 cell count criteria. Hb and BMI values may be useful in prioritizing patients for ART, but did not improve model accuracy.
机译:背景CD4 + T淋巴细胞(CD4)细胞计数测试是确定抗逆转录病毒疗法(ART)资格的标准方法,但在撒哈拉以南非洲未广泛使用。总淋巴细胞计数(TLC)尚未被证明足够准确地识别CD4计数低的受试者。我们开发了使用TLC,血红蛋白(Hb)和体重指数(BMI)的临床算法,以识别需要ART的患者。方法我们进行了横断面研究,对乌干达的HIV感染成人进行评估,以评估其是否符合WHO世界一,二或三临床分期的ART资格。构建了两两表以检查TLC阈值,该阈值可最大程度地提高对≤200个细胞μL的CD4细胞计数的敏感性,同时最大程度地减少计数> 350个细胞μL的ART数目。然后检查Hb和BMI值以尝试改善模型性能。结果1787名受试者可供分析。 CD4细胞计数中位数和TLC分别为239细胞/μL和1830细胞/μL。为所有TLC≤2250细胞/μL的受试者提供抗逆转录病毒疗法,其灵敏度为0.88,假阳性率为0.21。用TLC 3000细胞/μL治疗所有患者并使用Hb和/或BMI值确定TLC值在2000至3000细胞/μL之间的患者的算法,准确性得到了一定程度的提高。结论TLC在根据CD4细胞计数标准预测谁有资格接受ART方面似乎很有用。 Hb和BMI值可能有助于确定患者接受ART的优先级,但并未提高模型的准确性。

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