Muhie Nurye Seid, Yimam Habib Mohammed, Tegegne Awoke Seyoum, Bekele Abdela Assefa
Department of Statistics, Mekdela Amba University, Tulu Awulia, Ethiopia.
Department of Statistics, Bahir Dar University, Bahir Dar, Ethiopia.
Adv Virol. 2025 Aug 11;2025:4514560. doi: 10.1155/av/4514560. eCollection 2025.
HIV is a major cause of tuberculosis. The objective of current study was to isolate clinical determinants associated with viral load count among adult TB/HIV co-infected patients. This study was done at the University of Gondar Comprehensive Specialized Hospital from March 2017 to March 2022. In this study, linear mixed-effects models were used for repeated measure viral load count. Results from the analysis show that baseline viral load count ( = 465.1, value = 0.0026), hemoglobin levels ( = -493.5, value = 0.0107), CD4 cell count ( = -38.2, value = 0.0027), CPT ( = -326.8, value = 0.0363), functional status ( = 416.0, value = 0.0059), OCC ( = 123.0, value = 0.0028), tuberculosis type ( = 430.3, value = 0.0336), platelet cell count ( = -2.5, - = 0.0005), lymphocyte count ( = -7.9, value = 0.0219), and visit time ( = -2.2, value = 0.001) were clinical determinants that affected repeated measure viral load count at a 5% level of significance. The study examined clinical determinants of repeated measure viral load count among TB/HIV co-infected patients. The clinical determinants like hemoglobin levels ≥ 11 g/dL, CD4 cell count ≥ 200 cell/mm, CPT drug users, and platelet cell count, lymphocyte count, and visit time were decreased viral load count. Inversely, baseline viral load count (≥ 10,000 copies/mL), bedridden patients, patients with OCC, and those with extrapulmonary tuberculosis had a higher viral load count. Extensive monitoring and counseling can be beneficial for patients with hemoglobin, CD4 cell count, CPT, platelet cell count, lymphocyte count, visit time, baseline viral load count, and functional status, OCC, and TB type. Finally, further studies should be done in order to address major clinical determinants and enhance continuous follow-ups, monitor TB/HIV progression, and improve the life expectancy of patients living with TB/HIV.
人类免疫缺陷病毒(HIV)是导致结核病的主要原因。本研究的目的是找出成年结核病/HIV合并感染患者中与病毒载量相关的临床决定因素。本研究于2017年3月至2022年3月在贡德尔大学综合专科医院开展。在本研究中,使用线性混合效应模型对重复测量的病毒载量进行分析。分析结果显示,基线病毒载量(=465.1,P值=0.0026)、血红蛋白水平(= -493.5,P值=0.0107)、CD4细胞计数(= -38.2,P值=0.0027)、复方新诺明(CPT)(= -326.8,P值=0.0363)、功能状态(=416.0, P值=0.0059)、机会性感染(OCC)(=123.0, P值=0.0028)、结核病类型(=430.3, P值=0.0336)、血小板细胞计数(= -2.5,P值=0.0005)、淋巴细胞计数(= -7.9,P值=0.0219)和就诊时间(= -2.2,P值=0.001)是在5%显著性水平下影响重复测量病毒载量的临床决定因素。该研究调查了结核病/HIV合并感染患者重复测量病毒载量的临床决定因素。血红蛋白水平≥11 g/dL、CD4细胞计数≥200个细胞/mm³、使用CPT药物者以及血小板细胞计数、淋巴细胞计数和就诊时间等临床决定因素会使病毒载量降低。相反,基线病毒载量(≥10,000拷贝/mL)、卧床患者、患有机会性感染的患者以及患有肺外结核的患者病毒载量较高。对血红蛋白、CD4细胞计数、CPT、血小板细胞计数、淋巴细胞计数、就诊时间、基线病毒载量、功能状态、机会性感染和结核病类型的患者进行广泛监测和咨询可能有益。最后,应开展进一步研究以确定主要临床决定因素,并加强持续随访、监测结核病/HIV进展情况以及提高结核病/HIV合并感染患者的预期寿命。