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1.
Front Public Health ; 12: 1425460, 2024.
Article in English | MEDLINE | ID: mdl-39056083

ABSTRACT

Background: Limited evidence informs on the prevalence of chronic kidney disease (CKD) in people living with HIV (PLWH) in South Africa. Thus, this study aimed to determine the prevalence of CKD and its associated risk factors among PLWH within the rural province of Limpopo, South Africa. Methods: We conducted a cross-sectional study of 143 participants, subdivided into groups of PLWH (n = 103) and individuals without HIV (n = 43). Structured questionnaires were used to collect and capture sociodemographic information including age, sex, alcohol intake, smoking status, and educational status. Basic measurements taken included levels of cluster of differentiation 4 (CD4+) count, body mass index (BMI), blood pressure, plasma cystatin C, and fasting serum glucose levels. Plasma cystatin C-based estimated glomerular filtration rate (eGFR) was calculated using the chronic kidney disease epidemiology collaboration (CKD-EPI) estimator to determine the prevalence of CKD. Results: The prevalence of CKD was approximately 7% in PLWH. Multivariate logistic regression analysis showed that it was only diabetes mellitus (odds ratio of 5.795, 95% confidence interval, p = 0.034) and age (odds ratio of 1.078, 95% confidence interval, p = 0.039) that were significantly associated with CKD in PLWH. Conclusion: Chronic kidney disease was prevalent in PLWH, and it was further associated with cardiovascular risk factors, diabetes, and ageing. As PLWH age, the burden of CKD may be increased with the increase in cardiovascular-related comorbidities such as diabetes.


Subject(s)
HIV Infections , Renal Insufficiency, Chronic , Rural Population , Humans , Male , Female , South Africa/epidemiology , Cross-Sectional Studies , Risk Factors , Renal Insufficiency, Chronic/epidemiology , HIV Infections/epidemiology , HIV Infections/complications , Prevalence , Adult , Middle Aged , Rural Population/statistics & numerical data , Glomerular Filtration Rate , Surveys and Questionnaires
2.
Clin Ther ; 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38981791

ABSTRACT

PURPOSE: Artificial intelligence (AI) refers to technology capable of mimicking human cognitive functions and has important applications across all sectors and industries, including drug development. This has considerable implications for the regulation of drug development processes, as it is expected to transform both the way drugs are brought to market and the systems through which this process is controlled. There is currently insufficient evidence in published literature of the real-world applications of AI. Therefore, this narrative review investigated, collated, and elucidated the applications of AI in drug development and its regulatory processes. METHODS: A narrative review was conducted to ascertain the role of AI in streamlining drug development and regulatory processes. FINDINGS: The findings of this review revealed that machine learning or deep learning, natural language processing, and robotic process automation were favored applications of AI. Each of them had considerable implications on the operations they were intended to support. Overall, the AI tools facilitated access and provided manageability of information for decision-making across the drug development lifecycle. However, the findings also indicate that additional work is required by regulatory authorities to set out appropriate guidance on applications of the technology, which has critical implications for safety, regulatory process workflow and product development costs. IMPLICATIONS: AI has adequately proven its utility in drug development, prompting further investigations into the translational value of its utility based on cost and time saved for the delivery of essential drugs.

3.
Cells ; 11(2)2022 01 14.
Article in English | MEDLINE | ID: mdl-35053392

ABSTRACT

BACKGROUND: Glioblastoma multiforme (GBM) is a highly invasive brain tumour, characterized by its ability to secrete factors promoting its virulence. Brain endothelial cells (BECs) in the GBM environment are physiologically modulated. The present study investigated the modulatory effects of normoxically and hypoxically induced glioblastoma U-87 cell secretions on BECs. METHODS: Conditioned media (CM) were derived by cultivating U-87 cells under hypoxic incubation (5% O2) and normoxic incubation (21% O2). Treated bEnd.3 cells were evaluated for mitochondrial dehydrogenase activity, mitochondrial membrane potential (ΔΨm), ATP production, transendothelial electrical resistance (TEER), and endothelial tight-junction (ETJ) gene expression over 96 h. RESULTS: The coculture of bEnd.3 cells with U-87 cells, or exposure to either hypoxic or normoxic U-87CM, was associated with low cellular viability. The ΔΨm in bEnd.3 cells was hyperpolarized after hypoxic U-87CM treatment (p < 0.0001). However, normoxic U-87CM did not affect the state of ΔΨm. BEC ATP levels were reduced after being cocultured with U-87 cells, or with hypoxic and normoxic CM (p < 0.05). Suppressed mitochondrial activity in bEnd.3 cells was associated with increased transendothelial permeability, while bEnd.3 cells significantly increased the gene expression levels of ETJs (p < 0.05) when treated with U-87CM. CONCLUSIONS: Hypoxic and normoxic glioblastoma paracrine factors differentially suppressed mitochondrial activity in BECs, increasing the BECs' barrier permeability.


Subject(s)
Brain Neoplasms/pathology , Brain/pathology , Endothelial Cells/pathology , Glioblastoma/pathology , Paracrine Communication , Tumor Hypoxia , Adenosine Triphosphate/metabolism , Animals , Brain Neoplasms/genetics , Cell Line , Cell Membrane Permeability/drug effects , Cell Survival/drug effects , Claudin-5/genetics , Claudin-5/metabolism , Coculture Techniques , Culture Media, Conditioned/pharmacology , Electric Impedance , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Glioblastoma/genetics , Humans , Membrane Potential, Mitochondrial/drug effects , Mice , Mitochondria/drug effects , Mitochondria/metabolism , Occludin/genetics , Occludin/metabolism , Paracrine Communication/drug effects , Paracrine Communication/genetics , Tumor Hypoxia/drug effects , Tumor Hypoxia/genetics
4.
Biology (Basel) ; 10(12)2021 Nov 27.
Article in English | MEDLINE | ID: mdl-34943153

ABSTRACT

Background: The blood-brain barrier (BBB) is a central nervous system protective barrier formed primarily of endothelial cells that regulate the entry of substances and cells from entering the brain. However, the BBB integrity is disrupted in disease, including cancer, allowing toxic substances, molecules, and circulating cells to enter the brain. This study aimed to determine the mitochondrial changes in brain endothelial cells co-cultured with cancer cells. Method: Brain endothelial cells (bEnd.3) were co-cultivated with various concentrations of breast cancer (MCF7) conditioned media (CM) generated under normoxic (21% O2) and hypoxic conditions (5% O2). The mitochondrial activities (including; dehydrogenases activity, mitochondrial membrane potential (ΔΨm), and ATP generation) were measured using Polarstar Omega B.M.G-Plate reader. Trans-endothelial electrical resistance (TEER) was evaluated using the EVOM system, followed by quantifying gene expression of the endothelial tight junction (ETJs) using qPCR. Results: bEnd.3 cells had reduced cell viability after 72 h and 96 h exposure to MCF7CM under hypoxic and normoxic conditions. The ΔΨm in bEnd.3 cells were hyperpolarized after exposure to the hypoxic MCF7CM (p < 0.0001). However, the normoxic MCF7CM did not significantly affect the state of ΔΨm in bEnd.3 cells. ATP levels in bEnd.3 co-cultured with hypoxic and normoxic MCF7CM was significantly reduced (p < 0.05). The changes in brain endothelial mitochondrial activity were associated with a decrease in TEER of bEnd.3 monolayer co-cultured with MCF7CM under hypoxia (p = 0.001) and normoxia (p < 0.05). The bEnd.3 cells exposed to MCF7CM significantly increased the gene expression level of ETJs (p < 0.05). Conclusions: MCF7CM modulate mitochondrial activity in brain endothelial cells, affecting the brain endothelial barrier function.

5.
South Afr J HIV Med ; 19(1): 809, 2018.
Article in English | MEDLINE | ID: mdl-30473875

ABSTRACT

BACKGROUND: Altered immune mechanisms play a critical role in the pathogenesis of non-Hodgkin's lymphoma (NHL). HIV-1 (HIV) infection is associated with a state of excessive T-cell activation, which can lead to increased T-cell turnover and lymph node fibrosis. OBJECTIVES: This study aimed to determine the serum levels of circulating B-cell activation markers, and the expression of T-cell activation and regulatory markers in HIV-positive NHL patients. METHOD: The serum levels of circulating soluble(s) sCD20, sCD23, sCD27, sCD30 and sCD44 molecules, all of which are biomarkers of B-cell activation, were determined by enzyme-linked immunosorbent assays (ELISA), while biomarkers of T-cell activation (CD8+CD38+) and regulation (FoxP3) were determined by flow cytometry in 141 subjects who were divided into five groups: Combination antiretroviral therapy (ART)-naïve HIV-positive patients; ART-treated HIV-positive patients; HIV-negative NHL patients; HIV-positive NHL patients on ART; and healthy controls. RESULTS: HIV-positive NHL patients had significantly higher serum levels of sCD20, sCD23, sCD30 and sCD44 than HIV-negative NHL patients, while all five biomarkers were significantly elevated in HIV-positive NHL patients when compared with ART-treated HIV-positive patients. HIV-positive NHL patients had higher CD8+CD38+ and lower FoxP3 expression than HIV-negative NHL and ART-treated HIV-positive patients. CONCLUSION: B-cell activation is increased in HIV-positive NHL patients and is associated with reduced regulatory T-cell populations and increased CD8+ T-cell activation.

6.
Biomark Cancer ; 6: 11-20, 2014.
Article in English | MEDLINE | ID: mdl-25057241

ABSTRACT

Cancer biomarkers have provided great opportunities for improving the management of cancer patients by enhancing the efficiency of early detection, diagnosis, and efficacy of treatment. Every cell type has a unique molecular signature, referred to as biomarkers, which are identifiable characteristics such as levels or activities of a myriad of genes, proteins, or other molecular features. Biomarkers can facilitate the molecular definition of cancer, provide information about the course of cancer, and predict response to chemotherapy. They offer the hope of early detection as well as tracking disease progression and recurrence. Current progress in the characterization of molecular genetics of HIV-associated cancers may form the basis for improved patient stratification and future targeted or individualized therapies. Biomarker use for cancer staging and personalization of therapy at the time of diagnosis could improve patient care. This review focuses on the relevance of biomarkers in the most common HIV-associated malignancies, namely, Kaposi sarcoma, non-Hodgkin's lymphoma, and invasive cervical cancer.

7.
Biomed Pharmacother ; 68(5): 665-77, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24863536

ABSTRACT

Clinically relevant drug-drug interactions (DDIs) refer to the pharmacological or clinical response to the administration or co-exposure of a drug with another drug that modifies the patient's response. Treatment regimens, which include agents that are involved in the cytochrome P450 (CYP450) enzyme system and transporter systems, such as P-glycoprotein may be associated with higher risk of clinically significant drug interactions. In addition, potential DDIs increase with the increasing number of concomitant drugs. HIV positive cancer patients who receive concomitant chemotherapy and combination antiretroviral therapy (cART) may achieve better response rates and higher rates of survival than those who receive chemotherapy alone, but they may be at increased risk of drug interactions. DDIs in HIV positive cancer patients receiving concomitant chemotherapy and cART may increase or decrease antineoplastic drug concentrations, potentially resulting in life threatening interactions, increased toxicity or loss of efficacy. Avoiding and managing potential interactions between cART and antineoplastic agents is an increasingly important challenge. Based on the current literature, more safety and pharmacokinetic studies are needed with the aim to document a clear survival benefit for patients undergoing chemotherapy and concomitant or sequential administration of cART.


Subject(s)
Drug Interactions , HIV Seropositivity/complications , HIV Seropositivity/drug therapy , Neoplasms/complications , Neoplasms/drug therapy , Humans
8.
Mol Cell Biochem ; 368(1-2): 37-45, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22638648

ABSTRACT

The metabolic syndrome is recognized as a cluster of disturbances associated with obesity, type 2 diabetes and hypertension. Over the past two decades, the number of people with the metabolic syndrome has increased at an alarming rate. This increase is associated with the global epidemic of both obesity and diabetes. Cardiovascular mortality is increased among diabetics and obesity-related insulin-resistant patients, and obesity is currently recognized as independent risk factor for cardiovascular disease. We aimed to establish the effects of a short period of an altered diet on the heart using a rat model of hyperphagia-induced obesity (diet supplemented with sucrose and condensed milk for 8 weeks = DIO) compared to age-matched controls. Isolated, perfused hearts were subjected to global or regional ischaemia/reperfusion. Function on reperfusion was recorded and infarct size determined. A plasma lipid profile was established via HPLC-based methods and proteins involved in metabolic signalling determined either by western blotting or RT-PCR. 8 weeks of diet resulted in whole-body but not myocardial insulin resistance, increased plasma triglyceride and phospholipid levels as well as increased lipid peroxidation. Despite the similar baseline function, hearts from DIO animals showed significantly poorer postischaemic recovery than controls (41.9 % RPP recovery vs 57.9 %, P < 0.05, n = 7-11/group) but surprisingly, smaller infarct size (24.95 ± 1.97 vs 47.26 ± 4.05 % of the area at risk, P < 0.005, n = 8/group). Basal phosphorylation of PKB/Akt was elevated but IRS-1 and SERCA-2 expression severely downregulated. In conclusion, after only 8 weeks of a slight change in diet, the rat heart shows signs of metabolic remodelling. Some of these changes may be protective but others may be detrimental and eventually lead to maladaptation.


Subject(s)
Diet/adverse effects , Insulin Resistance , Myocardial Infarction/metabolism , Myocardial Infarction/physiopathology , Obesity/metabolism , Obesity/physiopathology , Animals , Hyperphagia/chemically induced , Hyperphagia/metabolism , Hyperphagia/pathology , Hyperphagia/physiopathology , Insulin Receptor Substrate Proteins/metabolism , Muscle Proteins/metabolism , Myocardial Infarction/chemically induced , Myocardial Infarction/mortality , Myocardium/metabolism , Myocardium/pathology , Obesity/chemically induced , Obesity/pathology , Phospholipids/blood , Proto-Oncogene Proteins c-akt/metabolism , Rats , Rats, Wistar , Sarcoplasmic Reticulum Calcium-Transporting ATPases/metabolism , Triglycerides/blood
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