scholarly journals Linear Mixed Modeling of CD4 Cell Counts of HIV Infected Children Treated with Antiretroviral Therapy

2020 ◽  
Author(s):  
Belay Belete Anjullo ◽  
Derbachew Asfaw Teni

Abstract Background: HIV is a major health problem in the world and failure to implement prevention programs result in an increased number of infections among newborns.The goal of this study was to investigate the evolution and determinants of CD4 cell count among HIV-infected children who were under ART. Methods: We follow-up a cohort of 201 children aged under fifteen years from Oct. 2013-to-Mar. 2017 at Adama Hospital in Ethiopia. To get insight into the data, exploratory data analysis was performed on the change in the longitudinal CD4 cell count. Results: At the baseline the average number of CD4 cell counts was 468.5 cells/mm3 of blood with a standard deviation of 319.11 cells/mm3. Here we employed the random intercept and the random slope linear mixed-effects model to analyze the data. Among predictor variables, observation time, baseline age, WHO clinical stage, history of TB and functional status were determinant factors for the mean change in the square root of CD4 cell count.Conclusions: The finding revealed that; the change in the square root of CD4 cell count increases with an increment of age at diagnosis. Regarding WHO clinical stages of patients, those who were in stage III and stage IV of the HIV/AIDs disease stages relatively had lower CD4 cell counts than stage I patients. This shows the change in the square root of CD4 cell counts of stage III and stage IV patients were 6.43 and 9.28 times lower than stage I patients respectively. Similarly, we noticed observation time, history of TB, and functional status had significantly associated with the mean change in the square root of CD4 cell count.

2021 ◽  
Vol 2021 ◽  
pp. 1-6
Author(s):  
Belay Belete Anjullo ◽  
Derbachew Asfaw Teni

Background. Human immunodeficiency virus (HIV) is a major health problem in the world, and failure to implement prevention programs results in an increased number of infections among newborns. The goal of this study was to investigate the evolution and determinants of cluster of differentiation four (CD4) cell count among HIV-infected children who were under antiretroviral therapy (ART). Methods. We follow up a cohort of 201 children aged under fifteen years from October 2013 to March 2017 at Adama Hospital in Ethiopia. To get insight into the data, exploratory data analysis was performed on the change in the longitudinal CD4 cell count. Results. At the baseline, the average number of CD4 cell counts was 468.5 cells/mm3 of blood with a standard deviation of 319.11 cells/mm3. Here, we employed the random intercept and the random slope linear mixed-effects model to analyze the data. Among predictor variables, observation time, baseline age, WHO clinical stage, the history of tuberculosis (TB), and functional status were determinant factors for the mean change in the square root of the CD4 cell count. Conclusions. The finding revealed that the change in the square root of the CD4 cell count increases with an increment of age at diagnosis. Regarding WHO clinical stages of patients, those who were in stage III and stage IV of the HIV/AIDs disease stages relatively had lower CD4 cell counts than stage I patients. This shows the change in the square root of CD4 cell counts of stage III and stage IV patients was 6.43 and 9.28 times lower than stage I patients, respectively. Similarly, we noticed that observation time, the history of TB, and functional status were significantly associated with the mean change in the square root of the CD4 cell count.


2003 ◽  
Vol 14 (11) ◽  
pp. 740-744 ◽  
Author(s):  
Hua Shan ◽  
Estelle Piwowar-Manning ◽  
Richard E Thompson ◽  
J Brooks Jackson

We evaluated the change in plasma HIV-1 RNA level and CD4 cell counts in an HIV-1-infected population between 1997 and 2000. Both the mean and the median values of plasma HIV-1 RNA level decreased with time with the exception of 1998. The mean and medians for CD4 cell count appear to be fairly stable. While the percentage of patients with plasma HIV-1 RNA level <400 copies/mL increased from 29.12% in 1997 to 41.31% in 2000, the percentage of patients with plasma HIV-1 RNA level >100,000 copies/mL remained fairly constant. The availability of HAART had impacted the level of plasma HIV-1 RNA, although many patients still have plasma HIV-1 RNA level >100,000 copies/mL. Most patients with plasma HIV-1 RNA level >400 copies/mL in 1997 still have plasma HIV-1 RNA level >400 copies/mL in 2000. These laboratory findings, however, do not necessarily mean that there had been a lack of clinical benefit.


2021 ◽  
Author(s):  
Kingsley Kamvuma ◽  
Yusuf ademola ◽  
Warren Chanda ◽  
Christopher Newton Phiri ◽  
Sam Bezza Phiri ◽  
...  

Abstract Background: Human immunodeficiency virus (HIV) and M.tuberculosis are two intracellular pathogens that interact at the cellular, clinical and population levels. Since the recognition of AIDS in 1981, the number of reported cases of TB in the has increased substantially, especially in regions with high incidence of AIDS. The main aim of this study was to establish weather there is a relationship between sputum smear positives and low CD4 cell counts among HIV infected patients.Materials and methods: This was a retrospective study involving 473 participants. The patients recruited in this study were those who tested HIV positive and smear positive for TB. Their HIV status was determined by performing an HIV blood test, if they were HIV positive their CD4 cell count were then made.Results: This study examined the relation between smear positivity and low CD4 (below 200cells/µl) together with CD8 and CD3 markers as a measure of immune function among patients infected with HIV. The study participants’ constituted males 67% and females 33%. The overall mean age was 33.2 (SD 6.9) with the youngest and oldest participants being 18 and 60 respectively. It was found that smear positive results negatively (r=-0.13; p=0.021) correlated with CD4+ below 200 cells/µl. No correlation was observed between smear positives and CD8+ or CD3+ since the calculated correlation coefficient was not significant 0.007 (p=0.9) and 0.03 (p=0.6) respectively. There are more 3+ smear results below 200 cells/µl than the others while above 200 cells/µl 1+ was the most commonly reported smear result. The scanty smear positives were the least commonly reported result in the low and high CD4 counts. Conclusion: The smear positive result negatively correlated with a low CD4+ (r=-0.13; p=0.021) but no correlation with low CD+8 and CD+3 results was observed. The long held theory that low bacillary counts in patients with low CD4+ counts needs to be revisited. The reduction of CD4+ cell count parallels' that of the total lymphocyte count and is more marked in patients with high bacillary counts. Further, studies are required to confirm these findings


2011 ◽  
Vol 57 (5) ◽  
pp. 387-395 ◽  
Author(s):  
Hemant Kulkarni ◽  
Jason F Okulicz ◽  
Greg Grandits ◽  
Nancy F Crum-Cianflone ◽  
Michael L Landrum ◽  
...  

2020 ◽  
Author(s):  
Xiaohan You ◽  
Ji Zhang ◽  
Qiongxiu Zhou ◽  
Jianna Zhang

Abstract Background The aim of this study was to analysis the clinical features, risk factors and outcomes of patients with primary nephrotic syndrome (PNS) who developed pneumocystis pneumonia (PCP). Methods We systematically reviewed medical records from 18 PNS patients with PCP admitted to our hospital from April 2007 to April 2019. A total of 180 cases were randomly selected as controls from PNS inpatients without infection. Results In PCP patients, the mean age at presentation was 48.5 years, mean duration of prednisone treatment was 3.7 months and mean prednisone dose on admission was 31.3 mg/d, the most common clinical manifestation was fever (100%) and average PaO 2 on admission was 59.5 mmHg. Eight patients (44.4%) had coexisting infections, most often was cytomegalovirus (4 patients), 11 patients (61.1%) had ICU admission and 9 patients (50%) had mechanical ventilation. PCP patients had more prednisone, more immunosuppressive therapy, lower CD4+ cell counts and hemoglobin, and higher serum creatinine than those without infections (p<0.05). Logistic regression analysis showed that patients with prednisone usage and lower CD4+ cell counts were more likely to have PCP compared to controls (p<0.05). All patients survived after treatment. Conclusion PCP was not unusual in PNS patients, and the most important risk factor was a lower CD4+ cell count, but however, these patients had a good outcome after enough treatments.


2008 ◽  
Vol 42 (5) ◽  
pp. 621-626 ◽  
Author(s):  
Parya Saberi ◽  
Nikolai H Caswell ◽  
Cristina I Gruta ◽  
Jason N Tokumoto ◽  
Betty J Dong

Background: Randomized clinical trials have demonstrated that enfuvirtide plus an optimized background regimen can cause a significant increase in CD4+ cell counts and a reduction in HIV RNA levels. Objective: To describe and anaiyze CD4+ cell count and HIV RNA changes in HIV-infected patients receiving enfuvirtide and a prescribed background regimen (PBR) in a primarily clinical setting. Methods: A retrospective review from September 1998 through August 2005 of CD4+ cell counts and HIV RNA changes from baseline was conducted in patients receiving enfuvirtide. Data were stratified and analyzed according to baseline CD4+ cell count and HIV RNA. Results: A mean CD4+ cell count increase of approximately 102 cells/mm3 was observed, regardless of baseline CD4+ cell count, in 187 patients receiving enfuvirtide during a mean of 19.4 months of follow-up. During 3 years of follow-up, patients initiating enfuvirtide at CD4+ cell counts less than 100 cells/mm3 never achieved absolute CD4+ cell counts comparable to the counts in patients starting enfuvirtide at CD4+ cell counts of 100 cells/mm3 or more. In 38.3% of patients achieving an undetectable HIV RNA level, a mean CD4+ cell count increase of 185 cells/mm3 was observed. An unexpected finding was that a mean CD4+ cell count increase of 76 cells/mm3 occurred in 61.7% of patients not achieving complete viral suppression. Conclusions: Immunologic benefits were observed in subjects continuing enfuvirtide plus a PBR irrespective of baseline CD4+ cell count, complete viral suppression, or antiretroviral susceptibility data. Dala suggest that initiation of enfuvirtide at CD4+ cell counts greater than 100 celis/mm3 may be immunologically advantageous and independent of complete virologic response.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 878-878
Author(s):  
Julia Bohlius

Abstract Background: Following its introduction in 1996, combination antiretroviral therapy (cART) has led to a substantial reduction in HIV-associated morbidity and mortality. The decline has, however, been less pronounced for non-Hodgkin lymphoma (NHL) than for other HIV-related complications, and NHL has become the most common cancer associated with HIV. Within the framework of a large prospective European multi-cohort project, the Collaboration of Observational HIV Epidemiological Research Europe (COHERE), we studied the incidence and risk factors for the development and survival of NHL in HIV-infected patients in the cART era. Methods: We analyzed the data of HIV- infected adult patients (aged >16 years) who were cART naïve at inclusion and started cART after 01.01.1998, at a time when cART had become well established and widely used in Europe. cART was defined as a regimen of at least 3 antiretroviral drugs. Patients had to have CD4 count measurements available before the start of cART and the diagnosis of NHL. Patients developing NHL before receiving cART (“not on cART”) and patients developing NHL while receiving cART (“on cART”) were analyzed separately. Both patients with Primary Brain Lymphoma (PBL) and systemic NHL were included in the analysis. Incidence rates were calculated based on the Poisson distribution; risk factors were estimated using crude and adjusted Weibull models, with random effects to account for heterogeneity between cohorts. Models with time varying covariates were used to explore the effects of CD4 cell counts and plasma HIV-RNA loads over time. Survival was estimated using Kaplan-Meier life table probabilities, with 95% confidence intervals (95% CI). Results: For the incidence analysis 56,305 patients from 22 cohort studies across Europe with 212,042 person-years at risk were evaluated. The incidence for NHL (both systemic NHL and PBL) in patients not on cART was 519 (95% CI 448 to 602) per 100,000 personyears compared to 229 (95% CI 208 to 252) per 100,000 person-years in those on cART. The corresponding rates for PBL were 57 (95% CI 36 to 89) per 100,000 person-years and 24 (95% CI 18 to 33) per 100,000 person years. In cART naïve patients risk factors for NHL were older age and low CD4 cell count nadirs. When included as time up-dated variables, high plasma HIV-1 RNA loads and low CD4 cell counts emerged as important risk factors. In patients receiving cART risk factors included low CD4 cell count nadirs, older age, and groups associated with HHV-8 infection, i.e. men having sex with men and patients with a previous diagnosis of Kaposi Sarcoma. Time up-dated HIV-1 RNA plasma concentration and CD4 cell count were also associated with developing NHL while on cART. For the survival analysis 847 NHL patients were eligible. Of those, 364 (43%) were cART naïve at diagnosis of NHL. After one year 66% (95% CI 63%–70%) of patients with systemic NHL and 54% (95% CI 43%–65%) of patients with PBL were alive. Risk factors for death were diagnosis of PBL, low CD4 cell count nadir and history of injection drug use. Conclusions: Combined anti-retroviral therapy reduces the risk of developing NHL. In the era of cART more advanced immunodeficiency is the dominant risk factors for developing NHL both in patients receiving and not receiving cART. Two thirds of patients diagnosed with HIV-related NHL other than PBL survive for longer than one year after diagnosis. Survival is poorer in patients diagnosed with PBL.


2019 ◽  
Vol 1 ◽  
pp. 247-258
Author(s):  
P O Agada ◽  
B B Apeagee ◽  
I O Ogwuche

The Human Immunodeficiency Virus (HIV) and Acquired Immunodeficiency Syndrome (AIDS) remains one of the greatest public health challenges still facing Nigeria and the entire world as it has become drug resistant in some patients. Hence, treatment failure and spread of drug resistant HIV/AIDS results. In view of this, it becomes imperative to assess the efficacy of the Antiretroviral Therapy (ART) treatment and hence the life expectancy of the HIV/AIDS patients. This was achieved in this study via a stochastic model based on the Markov chain modelling methodology. The CD4 cell counts of a sample of 28,582 patients (farmers) receiving treatment every six (6) months at the HIV counselling and Testing (HCT) unit of the Federal Medical Centre Makurdi, Benue State was used in the modelling process. The CD4 cell count states were developed based on the United States Centres for Disease Control and Prevention (CDC) classification system as follows; State 1: CD4 cell counts ≥ 500 cells/μL, State 2: CD4 cell count in the range of 200 – 499 cells/ μL, and State 3: CD4 cell count < 200 cells/ μL. They represent the Good, Moderate and Poor health states of the patients respectively. The HIV/AIDS progression in the study was investigated using The N-Step transition probability Matrix of the Markov Chain while, the efficacy of the ART was examined from one CD4 cell count state to another using the Steady State probabilities of the Markov Chain as well as the Mean Recurrence Time of each CD4 count state. The study result shows that; the initial probabilities that a patient will stay in the good, moderate, and poor health states in the first six (6) months of the ART are; 0.834, 0.333 and 0.280 respectively. The overall efficacy of the ART showed a 78%, 19%, and 3.3% chances that a patient will be in the Good, Moderate and Poor health states respectively with respective mean recurrence times of 0.64, 2.69 and 14.99 years. Further results shows that the total life expectancy of patients in the good and moderate health states are 20.425 and 19.275 years respectively. The study recommends that the methodology be applied to a cohort study to further validate study these results.


2017 ◽  
Vol 28 (11) ◽  
pp. 1098-1105 ◽  
Author(s):  
Nell Freeman-Romilly ◽  
Paula Sheppard ◽  
Sarika Desai ◽  
Nick Cooper ◽  
Michael Brady

The objective of this study was to investigate if patients diagnosed in community clinics have higher baseline CD4 cell counts than those diagnosed in Genitourinary medicine (GUM)/HIV clinics. We undertook a retrospective review of baseline CD4 cell counts for patients receiving a reactive HIV test in community-testing clinics. Eleven local HIV clinics were contacted to determine the baseline CD4 cell counts of these patients. Baseline CD4 cell counts of those diagnosed in the community were compared with mean local GUM/HIV clinic and median national baseline CD4 cell count for their year of diagnosis. Clients diagnosed in community settings had a mean baseline CD4 cell count of 481 cells/mm3 (SD 236 cells/mm3) and median baseline of 483 cells/mm3 (interquartile range 311–657 cells/mm3). This was significantly higher than those diagnosed in the GUM/HIV clinic local to the community-testing site (mean baseline CD4 397 cells/mm3, p = 0.014) and the national median for that year (336 cells/mm3, p < 0.001). HIV testing in community settings identifies patients at an earlier stage of infection than testing in clinical settings.


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