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对接受抗逆转录病毒和抗结核治疗的结核病/艾滋病患者血浆白蛋白浓度变化进行特征分析。

Characterizing plasma albumin concentration changes in TB/HIV patients on anti retroviral and anti -tuberculosis therapy.

作者信息

Bisaso Kuteesa R, Owen Joel S, Ojara Francis W, Namuwenge Proscovia M, Mugisha Apollo, Mbuagbaw Lawrence, Luboobi Livingstone S, Mukonzo Jackson K

机构信息

Department of Pharmacology & Therapeutics, College of Health Sciences, Makerere University, Kampala, Uganda.

School of pharmacy, Union University Tennessee, Tennessee, USA.

出版信息

In Silico Pharmacol. 2014;2(1):3. doi: 10.1186/s40203-014-0003-9. Epub 2014 Sep 16.

Abstract

PURPOSE

Plasma albumin, a biomarker for hepatic function, is reported to correspondingly decrease in concentration as disease severity increases in chronic infections including HIV and TB. Our objective was to develop a semi-mechanistic disease progression model to quantify plasma albumin concentration changes during TB and HIV therapy and identify the associated covariate factors.

METHODS

Plasma albumin concentration data was collected at specified times for 3 months from 262 HIV participants receiving efavirenz based anti retroviral therapy. Of these, 158 were TB co-infected and on Rifampicin based anti -tuberculosis co-treatment. An indirect response model with zero order albumin production and first order elimination was developed in NONMEM version 7.2 to describe our data. Genotype (CYP2B6*6 and 11, CYP3A5, ABCB1c.3435C>T and ABCB1rs), TB disease status, baseline age, body weight, plasma creatinine, alanine transaminase enzyme and CD4(+) count were the potential model covariates tested.

RESULTS

The proposed model successfully described plasma albumin concentration changes in the study population. There was a 10.9% and 48.6% increase in albumin production rates in HIV only and TB co-infected participants respectively. Participants co-infected with TB showed a 44.2% lower baseline albumin secretion rate than those without TB while ABCB1c.3435C>T mutation was associated with a 16% higher steady state albumin secretion rate following treatment.

CONCLUSION

A semi-mechanistic model describes plasma albumin concentration changes in HIV patients on ART. Further work is required to establish the utility of the model in monitoring disease progression and predicting prognosis in HIV and TB co-infected patients in absence of or during treatment.

摘要

目的

血浆白蛋白是肝功能的一种生物标志物,据报道,在包括艾滋病病毒(HIV)和结核病(TB)在内的慢性感染中,其浓度会随着疾病严重程度的增加而相应降低。我们的目标是建立一个半机制性疾病进展模型,以量化结核病和HIV治疗期间血浆白蛋白浓度的变化,并确定相关的协变量因素。

方法

从262名接受基于依非韦伦的抗逆转录病毒治疗的HIV感染者中,在特定时间收集了3个月的血浆白蛋白浓度数据。其中,158人同时感染了结核病,并接受基于利福平的抗结核联合治疗。在NONMEM 7.2版中开发了一个具有零级白蛋白生成和一级消除的间接反应模型来描述我们的数据。对基因型(CYP2B6*6和11、CYP3A5、ABCB1 c.3435C>T和ABCB1 rs)、结核病病情、基线年龄、体重、血浆肌酐、丙氨酸转氨酶和CD4(+)计数等潜在模型协变量进行了测试。

结果

所提出的模型成功地描述了研究人群中血浆白蛋白浓度的变化。仅感染HIV的参与者和同时感染结核病的参与者的白蛋白生成率分别增加了10.9%和48.6%。与未感染结核病的参与者相比,同时感染结核病的参与者的基线白蛋白分泌率低了%,而ABCB1 c.3435C>T突变与治疗后稳态白蛋白分泌率高16%有关。

结论

一个半机制性模型描述了接受抗逆转录病毒治疗的HIV患者血浆白蛋白浓度的变化。需要进一步开展工作,以确定该模型在监测疾病进展以及预测未感染或正在接受治疗的HIV和结核病合并感染患者的预后方面的效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c547/4219164/c745b20352b4/40203_2014_Article_3_Fig1_HTML.jpg

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