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Brizzi MB, Cable TL, Patel DC, Williams K, Adjei Z, Fichtenbaum CJ. Heavily treatment-experienced patients with HIV: are new mechanisms of action enough? J Int Med Res 2024; 52:3000605241301883. [PMID: 39633602 PMCID: PMC11618923 DOI: 10.1177/03000605241301883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 11/04/2024] [Indexed: 12/07/2024] Open
Abstract
Antiretroviral (ARV) drug resistance poses a threat to ending the HIV epidemic. As the rates of integrase resistance continue to increase globally, the availability of options for HIV treatment becomes limited. Heavily treatment-experienced (HTE) people with HIV (PWH) are limited to two or fewer available fully active ARV classes and are more likely to have an AIDS-defining event. Appropriate identification and management of HTE PWH is crucial to improving patient outcomes and reducing the future spread of drug-resistant HIV. As treatment options become more limited owing to drug resistance, the availability of more potent drugs with a marked increase in virologic suppression is needed in the current ART era. The purpose of this narrative review is to review the identification of HTE PWH, novel mechanisms of resistance, and management of HTE PWH in resource-rich and resource-limited settings using novel ARVs and combination ART.
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Affiliation(s)
- Marisa B. Brizzi
- HIV Clinical Pharmacy Specialist, Department of Pharmacy, University of Cincinnati Health, Cincinnati, OH, USA
| | - Tracy L. Cable
- Assistant Professor of Medicine, Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Dimple C. Patel
- HIV Clinical Pharmacy Specialist, Department of Pharmacy, University of Cincinnati Health, Cincinnati, OH, USA
| | - Kelli Williams
- Associate Professor of Medicine, Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Zoe Adjei
- PGY-2 Ambulatory Pharmacy Resident, Department of Pharmacy, University of Cincinnati Health, Cincinnati, OH, USA
| | - Carl J. Fichtenbaum
- Professor of Clinical Medicine, Division of Infectious Diseases, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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2
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Caronia L, Xi R, Margolskee RF, Jiang P. Paxlovid mouth likely is mediated by activation of the TAS2R1 bitter receptor by nirmatrelvir. Biochem Biophys Res Commun 2023; 682:138-140. [PMID: 37806252 DOI: 10.1016/j.bbrc.2023.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 10/01/2023] [Indexed: 10/10/2023]
Abstract
Coronavirus disease 19 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has remained a public health threat since late 2019. Among the strategies rapidly developed to prevent and treat COVID-19, the antiviral medication Paxlovid (nirmatrelvir/ritonavir combination) has shown remarkable efficacy in reducing viral load and relieving clinical symptoms. Unexpectedly, a persistent bitter/bad taste, referred to as "Paxlovid mouth", has been frequently noted. Consistent with this, dysgeusia (altered taste) is listed as a main adverse effect of Paxlovid based on clinical trial data. Nirmatrelvir inhibits Mpro, a SARS-CoV-2 main protease, whereas ritonavir prolongs the activity of nirmatrelvir by slowing its metabolism. Prior usage of ritonavir in other conditions has not been linked to a persistent bad taste, despite the fact that ritonavir tastes bitter. Therefore, we hypothesized that nirmatrelvir may account for Paxlovid mouth by activating one or more of the 25 human TAS2R bitter taste receptors. Here, we show that TAS2R1 is the primary bitter receptor activated by nirmatrelvir, at concentrations as low as 15 μM, which overlaps with plasma concentrations of nirmatrelvir in a subset of patients. We also show that saccharin, a non-nutritive sweetener that may block the activity of TAS2R1, has little or no effect on nirmatrelvir-stimulated TAS2R1 activity. Such findings may help identify novel strategies to alleviate Paxlovid mouth and increase treatment compliance.
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Elebo N, Abdel-Shafy EA, Cacciatore S, Nweke EE. Exploiting the molecular subtypes and genetic landscape in pancreatic cancer: the quest to find effective drugs. Front Genet 2023; 14:1170571. [PMID: 37790705 PMCID: PMC10544984 DOI: 10.3389/fgene.2023.1170571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 08/29/2023] [Indexed: 10/05/2023] Open
Abstract
Pancreatic Ductal Adenocarcinoma (PDAC) is a very lethal disease that typically presents at an advanced stage and is non-compliant with most treatments. Recent technologies have helped delineate associated molecular subtypes and genetic variations yielding important insights into the pathophysiology of this disease and having implications for the identification of new therapeutic targets. Drug repurposing has been evaluated as a new paradigm in oncology to accelerate the application of approved or failed target-specific molecules for the treatment of cancer patients. This review focuses on the impact of molecular subtypes on key genomic alterations in PDAC, and the progress made thus far. Importantly, these alterations are discussed in light of the potential role of drug repurposing in PDAC.
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Affiliation(s)
- Nnenna Elebo
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
| | - Ebtesam A. Abdel-Shafy
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
- National Research Centre, Cairo, Egypt
| | - Stefano Cacciatore
- Bioinformatics Unit, International Centre for Genetic Engineering and Biotechnology, Cape Town, South Africa
| | - Ekene Emmanuel Nweke
- Department of Surgery, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
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4
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Yin DE, Cole SR, Ludema C, Brookhart MA, Golin CE, Miller WC, McKinney RE. A Per-Protocol Analysis Using Inverse-Probability-of-Censoring Weights in a Randomized Trial of Initial Protease Inhibitor Versus Nonnucleoside Reverse Transcriptase Inhibitor Regimens in Children. Am J Epidemiol 2023; 192:916-928. [PMID: 36896583 PMCID: PMC10505414 DOI: 10.1093/aje/kwad054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 12/05/2022] [Accepted: 03/07/2023] [Indexed: 03/11/2023] Open
Abstract
Protocol adherence may influence measured treatment effectiveness in randomized controlled trials. Using data from a multicenter trial (Europe and the Americas, 2002-2009) of children with human immunodeficiency virus type 1 who had been randomized to receive initial protease inhibitor (PI) versus nonnucleoside reverse transcriptase inhibitor (NNRTI) antiretroviral therapy regimens, we generated time-to-event intention-to-treat (ITT) estimates of treatment effectiveness, applied inverse-probability-of-censoring weights to generate per-protocol efficacy estimates, and compared shifts from ITT to per-protocol estimates across and within treatment arms. In ITT analyses, 263 participants experienced 4-year treatment failure probabilities of 41.3% for PIs and 39.5% for NNRTIs (risk difference = 1.8% (95% confidence interval (CI): -10.1, 13.7); hazard ratio = 1.09 (95% CI: 0.74, 1.60)). In per-protocol analyses, failure probabilities were 35.6% for PIs and 29.2% for NNRTIs (risk difference = 6.4% (95% CI: -6.7, 19.4); hazard ratio = 1.30 (95% CI: 0.80, 2.12)). Within-arm shifts in failure probabilities from ITT to per-protocol analyses were 5.7% for PIs and 10.3% for NNRTIs. Protocol nonadherence was nondifferential across arms, suggesting that possibly better NNRTI efficacy may have been masked by differences in within-arm shifts deriving from differential regimen forgiveness, residual confounding, or chance. A per-protocol approach using inverse-probability-of-censoring weights facilitated evaluation of relationships among adherence, efficacy, and forgiveness applicable to pediatric oral antiretroviral regimens.
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Affiliation(s)
- Dwight E Yin
- Correspondence to Dr. Dwight E. Yin, Divisions of Infectious Diseases and Clinical Pharmacology, Medical Toxicology and Therapeutic Innovation, Children’s Mercy Kansas City, 2401 Gillings Road, Kansas City, MO 64108 (e-mail: )
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5
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Kang J, Kim J, Kim WS. Grinding Method for Phase Transformation of Glycine. ACS OMEGA 2023; 8:17116-17121. [PMID: 37214728 PMCID: PMC10193568 DOI: 10.1021/acsomega.3c01435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 04/25/2023] [Indexed: 05/24/2023]
Abstract
Glycine had three polymorphs, two metastable phases (α-glycine, β-glycine) and one stable phase (γ-glycine). However, the phase transformation of glycine from α-phase to γ-phase was well known as the kinetically unfavorable process. In this study, a simple and effective grinding method for phase transformation of glycine from α-phase to γ-phase is proposed. In an aqueous solution, α-glycine and γ-glycine had bulk solubilities of 180 and ∼172 g/L, respectively. According to the Ostwald-Freundlich equation, however, as the crystal size of α-glycine was reduced to ∼0.6 μm by grinding, the saturated concentration of α-glycine increased from 180 to 191 g/L. As long as the solution concentration exceeds a critical point (σ = 0.1), it can be possible to suddenly induce the nucleation of γ-glycine by grinding the α-glycine crystal in the solution. Subsequently, the complete transformation of α-phase to γ-phase was achieved without additives. Similarly, the grinding method was effective for producing the γ-glycine crystal in the cooling crystallization whereas the α-glycine crystal was always produced in the cooling crystallization without grinding. This study showed that physical grinding can effectively facilitate phase transformation by triggering the nucleation of stable polymorph.
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Affiliation(s)
- Jeongki Kang
- Functional
Crystallization Center, Department of Chemical Engineering (Integrated
Engineering Program), Kyung Hee University, Yong-in, Gyeonggi-do 17104, South Korea
- Process
Research Department, Research & Development Division, Yuhan Corporation, Yong-in, Gyeonggi-do 17084, South Korea
| | - Jinsoo Kim
- Functional
Crystallization Center, Department of Chemical Engineering (Integrated
Engineering Program), Kyung Hee University, Yong-in, Gyeonggi-do 17104, South Korea
| | - Woo-Sik Kim
- Functional
Crystallization Center, Department of Chemical Engineering (Integrated
Engineering Program), Kyung Hee University, Yong-in, Gyeonggi-do 17104, South Korea
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6
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Singh A, Malhotra D, Singh K, Chadha R, Bedi PMS. Thiazole derivatives in medicinal chemistry: Recent advancements in synthetic strategies, structure activity relationship and pharmacological outcomes. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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7
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Saraya RE, Deeb SE, Salman BI, Ibrahim AE. Highly sensitive high-performance thin-layer chromatography method for the simultaneous determination of Molnupiravir, Favipiravir, and Ritonavir in pure forms and pharmaceutical formulations. J Sep Sci 2022; 45:2582-2590. [PMID: 35583051 DOI: 10.1002/jssc.202200178] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/08/2022] [Accepted: 05/15/2022] [Indexed: 11/06/2022]
Abstract
Favipiravir, molnupiravir, and ritonavir have been recently approved as the first oral antivirals for treatment of SARS-CoV-2 viral infections. Their combination was reported in several clinical studies, alternatively, to enhance the viral eradication and improve patient's recovery times and rates. Being all orally administered, therefore, developing new sensitive and validated methodologies for their simultaneous determination is a necessitate. In the proposed research, a sensitive, selective and simple high-performance thin layer chromatography method was developed and validated for determination of favipiravir, molnupiravir, and ritonavir. Silica gel 60F254 thin layer chromatography plates were used as stationary phase for this separation using mobile phase composed of methylene chloride: ethyl acetate: methanol: 25% ammonia (6:3:4:1, v/v/v/v). Densitometric detection was performed at wavelength 289nm. Peaks of favipiravir, molnupiravir, and ritonavir were resolved at retention factors 0.22, 0.42 and 0.63, respectively. The proposed method was found linear within the specified ranges of 3.75-100.00 μg/mL for molnupiravir and favipiravir, and 2.75-100.00 μg/mL for ritonavir. Limits of detection were found to be 1.12, 1.21, and 0.89 μg/mL for favipiravir, molnupiravir, and ritonavir, respectively. This is the first method to be reported for the simultaneous determination of the cited three antiviral drugs. The method was assessed on novel greenness metrics. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Roshdy E Saraya
- Pharmaceutical analytical chemistry department, Faculty of Pharmacy, Port-Said University, Port-Said, Egypt
| | - Sami El Deeb
- Institute of Medicinal and Pharmaceutical Chemistry, Technische Universitaet Braunschweig, 38106, Braunschweig, Germany.,Natural and Medical Sciences Research Center, University of Nizwa, P.O. Box 33, Birkat Al Mauz, Nizwa, 616, Sultanate of Oman
| | - Baher I Salman
- Pharmaceutical Analytical Chemistry Department, Faculty of Pharmacy, Al-Azhar University, Assiut branch, Assiut, 71524, Egypt
| | - Adel Ehab Ibrahim
- Pharmaceutical analytical chemistry department, Faculty of Pharmacy, Port-Said University, Port-Said, Egypt.,Natural and Medical Sciences Research Center, University of Nizwa, P.O. Box 33, Birkat Al Mauz, Nizwa, 616, Sultanate of Oman
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8
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Chu Y, Qin C, Feng W, Sheriston C, Jane Khor Y, Medrano-Padial C, Watson BE, Chan T, Ling B, Stocks MJ, Fischer PM, Gershkovich P. Oral administration of tipranavir with long-chain triglyceride results in moderate intestinal lymph targeting but no efficient delivery to HIV-1 reservoir in mesenteric lymph nodes. Int J Pharm 2021; 602:120621. [PMID: 33892057 PMCID: PMC11244656 DOI: 10.1016/j.ijpharm.2021.120621] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 03/13/2021] [Accepted: 04/16/2021] [Indexed: 11/26/2022]
Abstract
The introduction of combination antiretroviral therapy (cART) led to substantial improvement in mortality and morbidity of HIV-1 infection. However, the poor penetration of antiretroviral agents to HIV-1 reservoirs limit the ability of the antiretroviral agents to eliminate the virus. Mesenteric lymph nodes (MLNs) are one of the main HIV-1 reservoirs in patients under suppressive cART. Intestinal lymphatic absorption pathway substantially increases the concentration of lipophilic drugs in mesenteric lymph and MLNs when they are co-administered with long-chain triglyceride (LCT). Chylomicrons (CM) play a crucial role in the intestinal lymphatic absorption as they transport drugs to the lymph lacteals rather than blood capillary by forming CM-drug complexes in the enterocytes. Thus, lipophilic antiretroviral drugs could potentially be delivered to HIV-1 reservoirs in MLNs by LCT-based formulation approach. In this study, protease inhibitors (PIs) were initially screened for their potential for intestinal lymphatic targeting using a computational model. The candidates were further assessed for their experimental affinity to CM. Tipranavir (TPV) was the only-candidate with substantial affinity to both artificial and natural CM in vitro and ex vivo. Pharmacokinetics and biodistribution studies were then performed to evaluate the oral bioavailability and intestinal lymphatic targeting of TPV in rats. The results showed similar oral bioavailability of TPV with and without co-administration of LCT vehicle. Although LCT-based formulation led to 3-fold higher concentrations of TPV in mesenteric lymph compared to plasma, the levels of the drug in MLNs were similar to plasma in both LCT-based and lipid-free formulation groups. Thus, LCT-based formulation approach alone was not sufficient for effective delivery of TPV to MLNs. Future efforts should be directed to a combined highly lipophilic prodrugs/lipid-based formulation approach to target TPV, other PIs and potentially other classes of antiretroviral agents to viral reservoirs within the mesenteric lymphatic system.
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Affiliation(s)
- Yenju Chu
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom; Tri-Service General Hospital, Medical Supplies and Maintenance Office, National Defense Medical Centre, Taipei, Taiwan
| | - Chaolong Qin
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Wanshan Feng
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Charles Sheriston
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Yu Jane Khor
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Concepción Medrano-Padial
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom; Faculty of Pharmacy, Universidad de Sevilla, 41012 Seville, Spain
| | - Birgit E Watson
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Teddy Chan
- Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada
| | - Binhua Ling
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, 78227, USA
| | - Michael J Stocks
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Peter M Fischer
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom
| | - Pavel Gershkovich
- School of Pharmacy, University of Nottingham, Nottingham, United Kingdom.
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9
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Molecular, Solid-State and Surface Structures of the Conformational Polymorphic Forms of Ritonavir in Relation to their Physicochemical Properties. Pharm Res 2021; 38:971-990. [PMID: 34009625 PMCID: PMC8217055 DOI: 10.1007/s11095-021-03048-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 04/26/2021] [Indexed: 02/03/2023]
Abstract
Purpose Application of multi-scale modelling workflows to characterise polymorphism in ritonavir with regard to its stability, bioavailability and processing. Methods Molecular conformation, polarizability and stability are examined using quantum mechanics (QM). Intermolecular synthons, hydrogen bonding, crystal morphology and surface chemistry are modelled using empirical force fields. Results The form I conformation is more stable and polarized with more efficient intermolecular packing, lower void space and higher density, however its shielded hydroxyl is only a hydrogen bond donor. In contrast, the hydroxyl in the more open but less stable and polarized form II conformation is both a donor and acceptor resulting in stronger hydrogen bonding and a more stable crystal structure but one that is less dense. Both forms have strong 1D networks of hydrogen bonds and the differences in packing energies are partially offset in form II by its conformational deformation energy difference with respect to form I. The lattice energies converge at shorter distances for form I, consistent with its preferential crystallization at high supersaturation. Both forms exhibit a needle/lath-like crystal habit with slower growing hydrophobic side and faster growing hydrophilic capping habit faces with aspect ratios increasing from polar-protic, polar-aprotic and non-polar solvents, respectively. Surface energies are higher for form II than form I and increase with solvent polarity. The higher deformation, lattice and surface energies of form II are consistent with its lower solubility and hence bioavailability. Conclusion Inter-relationship between molecular, solid-state and surface structures of the polymorphic forms of ritonavir are quantified in relation to their physical-chemical properties. Supplementary Information The online version contains supplementary material available at 10.1007/s11095-021-03048-2.
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10
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Identification of Novel SARS-CoV-2 Inhibitors: A Structure-Based Virtual Screening Approach. J CHEM-NY 2021. [DOI: 10.1155/2021/1901484] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The recent outbreak of the coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) in the last few months raised global health concern. Previous research described that remdesivir and ritonavir can be used as effective drugs against COVID-19. In this study, we applied the structure-based virtual screening (SBVS) on the high similar remdesivir- and ritonavir-approved drugs, selected from the DrugBank database as well as on a series of ritonavir derivatives, selected from the literature. The aim was to provide new potent SARS-CoV-2 main protease (Mpro) inhibitors with high stability. The analysis was performed using AutoDock VINA implicated in the PyRx 0.8 tool. Based on the ligand binding energy, 20 compounds were selected and then analyzed by AutoDock tools. Among the 20 compounds, 3 compounds were selected as high-potent anti-COVID-19.
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11
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Fang C, Mei J, Tian H, Liou YL, Rong D, Zhang W, Liao Q, Wu N. CSF3 Is a Potential Drug Target for the Treatment of COVID-19. Front Physiol 2021; 11:605792. [PMID: 33551833 PMCID: PMC7862719 DOI: 10.3389/fphys.2020.605792] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 12/22/2020] [Indexed: 12/19/2022] Open
Abstract
Coronavirus Disease 2019 (COVID-19) is an acute respiratory infectious disease that appeared at the end of 2019. As of July 2020, the cumulative number of infections and deaths have exceeded 15 million and 630,000, respectively. And new cases are increasing. There are still many difficulties surrounding research on the mechanism and development of therapeutic vaccines. It is urgent to explore the pathogenic mechanism of viruses to help prevent and treat COVID-19. In our study, we downloaded two datasets related to COVID-19 (GSE150819 and GSE147507). By analyzing the high-throughput expression matrix of uninfected human bronchial organoids and infected human bronchial organoids in the GSE150819, 456 differentially expressed genes (DEGs) were identified, which were mainly enriched in the cytokine-cytokine receptor interaction pathway and so on. We also constructed the protein-protein interaction (PPI) network of DEGs to identify the hub genes. Then we analyzed GSE147507, which contained lung adenocarcinoma cell lines (A549 and Calu3) and the primary bronchial epithelial cell line (NHBE), obtaining 799, 460, and 46 DEGs, respectively. The results showed that in human bronchial organoids, A549, Calu3, and NHBE samples infected with SARS-CoV-2, only one upregulated gene CSF3 was identified. Interestingly, CSF3 is one of the hub genes we previously screened in GSE150819, suggesting that CSF3 may be a potential drug target. Further, we screened potential drugs targeting CSF3 by MOE; the top 50 drugs were screened by flexible docking and rigid docking, with 37 intersections. Two antiviral drugs (Elbasvir and Ritonavir) were included; Elbasvir and Ritonavir formed van der Waals (VDW) interactions with surrounding residues to bind with CSF3, and Elbasvir and Ritonavir significantly inhibited CSF3 protein expression.
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Affiliation(s)
- Chao Fang
- Hunan Key Laboratory of Pharmacogenetics, Department of Clinical Pharmacology, Xiangya Hospital, Institute of Clinical Pharmacology, Central South University, Changsha, China
- Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jie Mei
- Hunan Key Laboratory of Pharmacogenetics, Department of Clinical Pharmacology, Xiangya Hospital, Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Huixiang Tian
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, China
| | - Yu-Ligh Liou
- Hunan Key Laboratory of Pharmacogenetics, Department of Clinical Pharmacology, Xiangya Hospital, Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Dingchao Rong
- Department of Spine Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Wei Zhang
- Hunan Key Laboratory of Pharmacogenetics, Department of Clinical Pharmacology, Xiangya Hospital, Institute of Clinical Pharmacology, Central South University, Changsha, China
| | - Qianjin Liao
- Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Nayiyuan Wu
- Hunan Key Laboratory of Pharmacogenetics, Department of Clinical Pharmacology, Xiangya Hospital, Institute of Clinical Pharmacology, Central South University, Changsha, China
- Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
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12
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Abela IA, Scherrer AU, Böni J, Yerly S, Klimkait T, Perreau M, Hirsch HH, Furrer H, Calmy A, Schmid P, Cavassini M, Bernasconi E, Günthard HF. Emergence of Drug Resistance in the Swiss HIV Cohort Study Under Potent Antiretroviral Therapy Is Observed in Socially Disadvantaged Patients. Clin Infect Dis 2021; 70:297-303. [PMID: 30843028 DOI: 10.1093/cid/ciz178] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 02/28/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The rate of acquired human immunodeficiency virus type 1 (HIV-1) drug resistance (ADR) has fallen dramatically since introduction of combined antiretroviral therapy (cART) in Switzerland. However, clinical experience indicates that there are still patients at risk of newly acquiring drug resistance despite having access to cART. Here, we characterized risk factors for ADR, to improve patient care and prevent emergence of drug resistance and treatment failure. METHODS We performed a case-control study to identify risk factors for ADR in all patients starting their first cART in the Swiss HIV Cohort Study (SHCS) since 1996. The SHCS is highly representative and includes >75% of patients receiving ART in Switzerland. To this end, we implemented a systematic medical chart review to obtain more detailed information on additional parameters, which are not routinely collected in the SHCS. The collected data were analyzed using univariable and multivariable conditional logistic regression. RESULTS We included in our study 115 cases and 115 matched controls. Unemployment (multivariable odds ratio [mOR], 2.9 [95% confidence interval {CI}, 1.3-6.4]; P = .008), African origin (mOR, 3.0 [95% CI, 1.0-9.2]; P = .047), comedication with anti-infectives (mOR, 3.7 [95% CI, 1.0-12.6]; P = .045), and symptoms of mental illness (mOR, 2.6 [95% CI, 1.2-5.5]; P = .012) were associated with ADR in the multivariable model. CONCLUSIONS Although ADR has become very rare with cART due to new potent therapies, patients in socially challenging life situations or presenting with mental health issues are at higher risk for drug resistance. Prompt identification and adequate support of these patients before ADR will prevent treatment failure and HIV-1 transmission.
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Affiliation(s)
- Irene A Abela
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zürich.,Institute of Medical Virology, University of Zurich
| | - Alexandra U Scherrer
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zürich.,Institute of Medical Virology, University of Zurich
| | - Jürg Böni
- Institute of Medical Virology, University of Zurich
| | - Sabine Yerly
- Laboratory of Virology, Division of Infectious Diseases, Geneva University Hospitals
| | | | - Matthieu Perreau
- Division of Immunology and Allergy, University Hospital Lausanne
| | - Hans H Hirsch
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel
| | - Hansjakob Furrer
- Department of Infectious Diseases, Bern University Hospital, University of Bern
| | - Alexandra Calmy
- HIV/AIDS Unit, Infectious Disease Service, Geneva University Hospitals
| | - Patrick Schmid
- Division of Infectious Diseases, Cantonal Hospital St Gallen
| | | | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital Lugano, Switzerland
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zürich.,Institute of Medical Virology, University of Zurich
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Lamichhane K, Adhikari N, Bastola A, Devkota L, Bhandari P, Dhungel B, Thapa Shrestha U, Adhikari B, Banjara MR, Rijal KR, Ghimire P. Biofilm-Producing Candida Species Causing Oropharyngeal Candidiasis in HIV Patients Attending Sukraraj Tropical and Infectious Diseases Hospital in Kathmandu, Nepal. HIV AIDS-RESEARCH AND PALLIATIVE CARE 2020; 12:211-220. [PMID: 32606995 PMCID: PMC7304782 DOI: 10.2147/hiv.s255698] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 05/27/2020] [Indexed: 12/16/2022]
Abstract
Introduction Oropharyngeal candidiasis are the commonest fungal infections among HIV-positive patients. The main objective of this study was to explore biofilm-producing Candida species causing oropharyngeal infections among HIV patients attending Sukraraj Tropical and Infectious Diseases Hospital (STIDH) in Kathmandu, Nepal. Methods Oropharyngeal swabs were collected from the HIV-positive patients between July and December 2019. A total of 174 oropharyngeal swabs were cultured on Sabouraud Dextrose Agar (SDA). All samples were inoculated on SDA slants supplemented with chloramphenicol and underwent incubation at 37°C for 24-48 hours. Any visible growth reported was processed for the identification of the species. Candida species were differentiated based on the growth and colour of the isolates on CHROM agar candida. Biofilm production in Candida species was determined by the microtiter plate method (MPM). Antifungal susceptibility testing was performed using the disc diffusion method. Results Among 174 oropharyngeal samples, 23.6% (n=41/174) of them had oropharyngeal infections and 36.6% of the oropharyngeal infections (15/41) had CD4 T-lymphocytes count below 200 cells/mm3 who were also active tobacco users (p<0.05). Among Candidial growth, 61% (25/41) were Candida albicans and 39% (16/41) were non-albicans. Of 41 Candida spp., 65% (27/41) were biofilm producers. An equal proportion of Candida albicans (4 isolates) and non-albicans (4 isolates) were strong biofilm producers. C. albicans isolates were sensitive towards clotrimazole (96%; 24/25) and fluconazole (92%; 23/25), whereas sensitivity towards ketoconazole was only 48% (12/25). Non-albicans Candida was highly sensitive to amphotericin-B (62.5%; 10/16) followed by clotrimazole (56.2%; 9/16). The biofilm-producing Candida isolates showed the highest resistivity (51.9%; 14/27) to ketoconazole and lowest (22.2%; 6/27) to clotrimazole. Conclusion Oropharyngeal candidiasis is a common opportunistic infection among HIV-infected individuals. The majority of cases of oropharyngeal candidiasis are caused by biofilm producers Candida albicans and non-albicans Candida. Biofilm producers Candida were more resistant towards commonly used antifungal drugs.
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Affiliation(s)
- Keshav Lamichhane
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | - Nabaraj Adhikari
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | - Anup Bastola
- Sukraraj Tropical and Infectious Disease Hospital, Teku, Kathmandu, Nepal
| | - Lina Devkota
- Sukraraj Tropical and Infectious Disease Hospital, Teku, Kathmandu, Nepal
| | | | - Binod Dhungel
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | | | - Bipin Adhikari
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Megha Raj Banjara
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | - Komal Raj Rijal
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
| | - Prakash Ghimire
- Central Department of Microbiology, Tribhuvan University, Kathmandu, Nepal
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Abstract
Zalcitabine (ddC) is a nucleoside analogue reverse transcriptase inhibitor with demonstrated clinical benefit in combination use. More widespread use of zalcitabine has been limited by a number of factors including peripheral neuropathy and three times daily dosing. However, screening for the risk factors for peripheral neuropathy may enable a reduction in the incidence of neuropathy to below 10%. Additionally, new data on the use of zalcitabine twice daily suggest, based on the long intracellular half-life of the active triphosphate, that this is feasible. Additionally, while limited data exist for zalcitabine in true HAART combinations, data from small trials suggest a similar proportion of responders to standard HAART regimens.
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Affiliation(s)
- Graeme J Moyle
- Kobler Clinic, Chelsea and Westminster Hospital, 369 Fulham Road, London SW10 9NH, UK
| | - Brian G Gazzard
- Kobler Clinic, Chelsea and Westminster Hospital, 369 Fulham Road, London SW10 9NH, UK
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Parast L, Tian L, Cai T. Assessing the value of a censored surrogate outcome. LIFETIME DATA ANALYSIS 2020; 26:245-265. [PMID: 30980316 PMCID: PMC6790145 DOI: 10.1007/s10985-019-09473-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 04/03/2019] [Indexed: 06/09/2023]
Abstract
Assessing the potential of surrogate markers and surrogate outcomes for replacing a long term outcome is an active area of research. The interest in this topic is partly motivated by increasing pressure from stakeholders to shorten the time required to evaluate the safety and/or efficacy of a treatment or intervention such that treatments deemed safe and effective can be made available to those in need more quickly. Most existing methods in surrogacy evaluation either require strict model assumptions or that primary outcome and surrogate outcome information is available for all study participants. In this paper, we focus on a setting where the primary outcome is subject to censoring and the aim is to quantify the surrogacy of an intermediate outcome, which is also subject to censoring. We define the surrogacy as the proportion of treatment effect on the primary outcome that is explained by the intermediate surrogate outcome information and propose two robust methods to estimate this quantity. We propose both a nonparametric approach that uses a kernel smoothed Nelson-Aalen estimator of conditional survival, and a semiparametric method that derives conditional survival estimates from a landmark Cox proportional hazards model. Simulation studies demonstrate that both approaches perform well in finite samples. Our methodological development is motivated by our interest in investigating the use of a composite cardiovascular endpoint as a surrogate outcome in a randomized study of the effectiveness of angiotensin-converting enzyme inhibitors on survival. We apply the proposed methods to quantify the surrogacy of this potential surrogate outcome for the primary outcome, time to death.
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Affiliation(s)
- Layla Parast
- Statistics Group, RAND Corporation, 1776 Main Street, Santa Monica, CA, 90266, USA.
| | - Lu Tian
- Department of Biomedical Data Science, Stanford University, 365 Lasuen Street, Littlefield Center MC 2069, Stanford, CA, 94305, USA
| | - Tianxi Cai
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, 665 Huntington Avenue Building 2, Room 405, Boston, MA, 02115, USA
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Anyimadu H, Pingili C, Sivapalan V, Hirsch-Moverman Y, Mannheimer S. The Impact of Absolute CD4 Count and Percentage Discordance on Pneumocystis Jirovecii Pneumonia Prophylaxis in HIV-Infected Patients. J Int Assoc Provid AIDS Care 2019. [PMID: 29534652 PMCID: PMC6748489 DOI: 10.1177/2325958218759199] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Current guidelines suggest that HIV-infected patients should receive chemoprophylaxis against Pneumocystis jirovecii pneumonia (PJP) if they have a cluster determinant 4 (CD4) count <200 cells/mm3 or oropharyngeal candidiasis. Persons with CD4 percentage (CD4%) below 14% should also be considered for prophylaxis. Discordance between CD4 count and CD4% occurs in 16% to 25% of HIV-infected patients. Provider compliance with current PJP prophylaxis guidelines when such discordance is present was assessed. Electronic medical records of 429 HIV-infected individuals who had CD4 count and CD4% measured at our clinic were reviewed. CD4 count and percentage discordance was seen in 57 (13%) of 429. Patients with CD4 count >200 but CD4% <14 were significantly less likely to be prescribed PJP prophylaxis compared with those who had CD4 count <200 and CD4% >14 (29% versus 86%; odds ratio = 0.064, 95% confidence interval: 0.0168-0.2436; P < .0001). We emphasize monitoring both the absolute CD4 count and percentage to appropriately guide PJP primary and secondary prophylaxis.
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Affiliation(s)
| | - Chandra Pingili
- 2 Columbia University Affiliated with Harlem Hospital Center, New York, NY, USA
| | - Vel Sivapalan
- 2 Columbia University Affiliated with Harlem Hospital Center, New York, NY, USA
| | | | - Sharon Mannheimer
- 2 Columbia University Affiliated with Harlem Hospital Center, New York, NY, USA
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Khan SN, Khan S, Misba L, Sharief M, Hashmi A, Khan AU. Synergistic fungicidal activity with low doses of eugenol and amphotericin B against Candida albicans. Biochem Biophys Res Commun 2019; 518:459-464. [PMID: 31443962 DOI: 10.1016/j.bbrc.2019.08.053] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 08/08/2019] [Indexed: 11/30/2022]
Abstract
Candida albicans frequently causes variety of superficial and invasive disseminated infections in HIV infected patients. Further, the emergence of non albicans species causing candidiasis predominantly in patients with advanced immune-suppression and drug resistance brings great apprehension. Hence, in this study we evaluate the capability of eugenol (EUG), a natural compound in combination with less toxic concentrations of amphotericin B (AmpB) for enhanced antifungal effects and reduced toxicity. Antifungal activity and time-kill assay were employed according to Clinical Laboratory Standard Institute (CLSI) guidelines with minor modifications on clinical isolates of Candida albicans. To confirm the synergistic interaction of EUG and AmpB, checkerboard experiments were employed. Interestingly, EUG-Amp B combination shows many fold higher anti-candida activity compared to single component treatment. Furthermore, our results depicts reactive oxygen species (ROS) driven killing and mitochondrial hyperpolarisation on treatment. Our data also suggests inhibition of calcium channel by EUG and predicts longer retainment of AmpB. Pronounced cellular damage was observed with combination treatment than to EUG and AmpB alone. Our finding is helpful for the removal of toxic concentrations of antifungal agents.
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Affiliation(s)
- Shahper N Khan
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India.
| | - Shakir Khan
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India
| | - Lama Misba
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India
| | - Muzammil Sharief
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India
| | - Amiruddin Hashmi
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India
| | - Asad U Khan
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University Aligarh, 202002, India.
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Martin DF. Evolution of Intravitreal Therapy for Retinal Diseases-From CMV to CNV: The LXXIV Edward Jackson Memorial Lecture. Am J Ophthalmol 2018; 191:xli-lviii. [PMID: 29339063 DOI: 10.1016/j.ajo.2017.12.019] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 12/18/2017] [Accepted: 12/22/2017] [Indexed: 12/23/2022]
Abstract
PURPOSE To present the evolution of intravitreal therapy for retinal diseases and its impact on clinical practice. DESIGN Retrospective literature review and personal perspective. METHODS Retrospective literature review and personal perspective. RESULTS Pharmacotherapeutic advances in retinal disease have been remarkable over the last 25 years. Almost all of the new drugs developed have required intravitreal administration to be highly effective, leading to an exponential increase in the annual number of intravitreal injections given. The use of intravitreal antibiotic injections to treat endophthalmitis, usually on a one-time basis, first familiarized ophthalmologists with this method of drug delivery. Ganciclovir was the first widely available, relatively inexpensive compounded drug that was used for repeat intravitreal injection to treat a chronic retinal disease, followed by triamcinolone for diabetic macular edema and bevacizumab for neovascular age-related macular degeneration. Ganciclovir was formulated for sustained-release drug delivery to avoid frequent intravitreal injections, a goal that has been more elusive for anti-VEGF drugs. Political obstacles encountered while conducting some of the trials to evaluate these treatments were substantial. Addressing the issues they raised led to important national policy changes that will impact the conduct of future clinical trials. The first comparative efficacy trial of intravitreal therapies was the Comparison of AMD Treatments Trials (CATT). The primary results from CATT and the many publications that followed continue to shape the use of intravitreal therapy today. CONCLUSION Intravitreal therapy has proven highly effective for the treatment of many retinal diseases. The treatment burden for patients from numerous injections, the cost to health care systems, and the impact on workflows in clinical practice have been substantial. Efforts to develop effective intravitreal therapies with reduced treatment burden and cost are ongoing.
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Ellenberger DJ, Miller DA, Kucera SU, Williams RO. Generation of a Weakly Acidic Amorphous Solid Dispersion of the Weak Base Ritonavir with Equivalent In Vitro and In Vivo Performance to Norvir Tablet. AAPS PharmSciTech 2018; 19:1985-1997. [PMID: 29869311 DOI: 10.1208/s12249-018-1060-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 05/03/2018] [Indexed: 11/30/2022] Open
Abstract
Ritonavir is an anti-viral compound that has also been employed extensively as a CYP3A4 and P-glycoprotein (Pgp) inhibitor to boost the pharmacokinetic performance of compounds that undergo first pass metabolism. For use in combination products, there is a desire to minimize the mass contribution of the ritonavir system to reduce patient pill burden in these combination products. In this study, KinetiSol® processing was utilized to produce an amorphous solid dispersion of ritonavir at two times the drug load of the commercially available form of ritonavir, and the composition was subsequently developed into a tablet dosage form. The amorphous intermediate was demonstrated to be amorphous by X-ray powder diffraction and 13C solid-state nuclear magnetic resonance and an intimately mixed single-phase system by modulated differential scanning calorimetry and 1H T1/1H T1ρ solid-state nuclear magnetic resonance relaxation. In vitro transmembrane flux analysis showed similar permeation rates for the KinetiSol-made tablet and the reference tablet dosage form, Norvir®. In vivo pharmacokinetic comparison between the two dosage forms resulted in equivalent exposure with approximately 20% Cmax reduction for the KinetiSol tablet. These performance gains were realized with a concurrent reduction in dosage form mass of 45%.
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21
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Mekonnen E, Workicho A, Hussein N, Feyera T. Reasons and predictors for antiretroviral therapy change among HIV-infected adults at South West Ethiopia. BMC Res Notes 2018; 11:351. [PMID: 29871671 PMCID: PMC5989425 DOI: 10.1186/s13104-018-3470-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 06/01/2018] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVE This retrospective cohort study is aimed to assess reasons and predictors of regimen change from initial highly active antiretroviral therapy among 1533 Human Immunodeficiency virus-infected adult patients at the Jimma University Tertiary Hospital. RESULTS One in two (47.7%) adults changed their antiretroviral therapy regimen. Patients who were above the primary level of education [Hazard ratio (HR) 1.241 (95% CI 1.070-1.440)] and with human immunodeficiency virus/tuberculosis co-infection [HR 1.405 (95% CI 1.156-1.708)] had the higher risk of regimen change than their comparator. Individuals on Efavirenz [HR 0.675 (95% CI 0.553-0.825)] and non-stavudine [HR 0.494 (95% CI 0.406-0.601)] based regimens had lower risk of regimen change.
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Affiliation(s)
- Endalkachew Mekonnen
- Department of Medicine, College of Medicine and Health Science, Jigjiga University, Jigjiga, Ethiopia.
| | - Abdulhalik Workicho
- Department of Epidemiology, College of Health and Medical Sciences, Jimma University, Jimma, Ethiopia
| | - Nezif Hussein
- School of Pharmacy, College of Health and Medical Sciences, Jimma University, Jimma, Ethiopia
| | - Teka Feyera
- Department of Veterinary Clinical Studies, College of Veterinary Medicine, Jigjiga University, Jigjiga, Ethiopia
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Dobler CC, Morgan RL, Falck-Ytter Y, Montori VM, Murad MH. Assessing the validity of surrogate endpoints in the context of a controversy about the measurement of effectiveness of hepatitis C virus treatment. BMJ Evid Based Med 2018; 23:50-53. [PMID: 29595129 DOI: 10.1136/bmjebm-2017-110852] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/15/2018] [Indexed: 01/27/2023]
Abstract
Surrogate endpoints are often used in clinical trials, as they allow for indirect measures of outcomes (eg, shorter trials with less participants). Improvements in surrogate endpoints (eg, reduction in low density lipoprotein cholesterol, normalisation of glycated haemoglobin) achieved with an intervention are, however, not always associated with improvements in patient-important outcomes. The common tendency in evidence-based medicine is to view results based on surrogate endpoints as less certain than results based on long term, final patient-important outcomes and rate them as 'lower quality evidence'. However, careful appraisal of the validity of a surrogate endpoint as a measure of the final, patient-important outcome is more useful than an automatic judgement. In this guide, we use a contemporary and currently highly debated example of the surrogate endpoint 'sustained viral response' (ie, viral eradication considered to represent successful treatment) in patients treated for chronic hepatitis C virus. We demonstrate how the validity of a surrogate endpoint can be critically appraised to assess the quality of the evidence (ie, the certainty in estimates) and the implications for decision-making.
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Affiliation(s)
- Claudia C Dobler
- Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Rebecca L Morgan
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Yngve Falck-Ytter
- Division of Gastroenterology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Victor M Montori
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, Minnesota, USA
| | - M Hassan Murad
- Evidence-Based Practice Center, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
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Vessally E, Mohammadi R, Hosseinian A, Edjlali L, Babazadeh M. Three component coupling of amines, alkyl halides and carbon dioxide: An environmentally benign access to carbamate esters (urethanes). J CO2 UTIL 2018. [DOI: 10.1016/j.jcou.2018.01.015] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Drugs for HIV Infection. Infect Dis (Lond) 2017. [DOI: 10.1016/b978-0-7020-6285-8.00152-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/07/2023] Open
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Abstract
Current treatment guidelines advocate the use of triple combination antiretroviral therapy for the management of human immunodeficiency virus (HIV) infection with one protease inhibitor (PI) or nonnucleoside reverse transcriptase inhibitor (NNRTI) plus two nucleoside reverse transcriptase inhibitors (NRTIs). Additionally, patients often receive medications for prophylaxis and treatment of opportunistic infections and comorbid illnesses. Polypharmacy with potent medications places the patient with HIV at significant risk of drug interactions. The purpose of this review is to assist clinicians regarding awareness and management of clinically significant drug interactions frequently encountered in the HIV population. Pharmacodynamic and pharmacokinetic interactions are discussed in depth with several tables of significant interactions encountered in the patient with HIV. Certain combinations of NRTIs have antagonistic antiretroviral action (e.g., zidovudine plus stavudine), and thus should be avoided. All of the currently available PIs and delavirdine are cytochrome (CYP) 450 inhibitors and can cause significant inhibition of concomitant drug metabolism. Nevirapine is a CYP 450 inducer and can cause induction of drug metabolism, whereas efavirenz may cause inhibition or induction. Drug-herbal interactions are reviewed, including the decreased concentrations of indinavir following the administration of St. John’s wort. Additionally, the pharmacist’s role as an integral member of the HIV patient care team is discussed.
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Affiliation(s)
- John M. Conry
- Department of Pharmacy Practice, Nesbitt School of Pharmacy, Wilkes University, P.O. Box 111, Stark Learning Center 336, Wilkes-Barre, PA 18766
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Deep Sequencing of the HIV-1 env Gene Reveals Discrete X4 Lineages and Linkage Disequilibrium between X4 and R5 Viruses in the V1/V2 and V3 Variable Regions. J Virol 2016; 90:7142-58. [PMID: 27226378 DOI: 10.1128/jvi.00441-16] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 05/23/2016] [Indexed: 01/06/2023] Open
Abstract
UNLABELLED HIV-1 requires the CD4 receptor and a coreceptor (CCR5 [R5 phenotype] or CXCR4 [X4 phenotype]) to enter cells. Coreceptor tropism can be assessed by either phenotypic or genotypic analysis, the latter using bioinformatics algorithms to predict tropism based on the env V3 sequence. We used the Primer ID sequencing strategy with the MiSeq sequencing platform to reveal the structure of viral populations in the V1/V2 and C2/V3 regions of the HIV-1 env gene in 30 late-stage and 6 early-stage subjects. We also used endpoint dilution PCR followed by cloning of env genes to create pseudotyped virus to explore the link between genotypic predictions and phenotypic assessment of coreceptor usage. We found out that the most stringently sequence-based calls of X4 variants (Geno2Pheno false-positive rate [FPR] of ≤2%) formed distinct lineages within the viral population, and these were detected in 24 of 30 late-stage samples (80%), which was significantly higher than what has been seen previously by using other approaches. Non-X4 lineages were not skewed toward lower FPR scores in X4-containing populations. Phenotypic assays showed that variants with an intermediate FPR (2 to 20%) could be either X4/dual-tropic or R5 variants, although the X4 variants made up only about 25% of the lineages with an FPR of <10%, and these variants carried a distinctive sequence change. Phylogenetic analysis of both the V1/V2 and C2/V3 regions showed evidence of recombination within but very little recombination between the X4 and R5 lineages, suggesting that these populations are genetically isolated. IMPORTANCE Primer ID sequencing provides a novel approach to study genetic structures of viral populations. X4 variants may be more prevalent than previously reported when assessed by using next-generation sequencing (NGS) and with a greater depth of sampling than single-genome amplification (SGA). Phylogenetic analysis to identify lineages of sequences with intermediate FPR values may provide additional information for accurately predicting X4 variants by using V3 sequences. Limited recombination occurs between X4 and R5 lineages, suggesting that X4 and R5 variants are genetically isolated and may be replicating in different cell types or that X4/R5 recombinants have reduced fitness.
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Pillay K, Siwela M, Veldman F, Amonsou E, Mabaso B. Acceptance of a ready-to-use supplementary food by stable HIV-treated and HIV and tuberculosis (co-infected)-treated patients. SOUTH AFRICAN JOURNAL OF CLINICAL NUTRITION 2016. [DOI: 10.1080/16070658.2014.11734482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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28
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Scherrer AU, von Wyl V, Yang WL, Kouyos RD, Böni J, Yerly S, Klimkait T, Aubert V, Cavassini M, Battegay M, Furrer H, Calmy A, Vernazza P, Bernasconi E, Günthard HF, Aubert V, Battegay M, Bernasconi E, Böni J, Braun DL, Bucher HC, Burton-Jeangros C, Calmy A, Cavassini M, Dollenmaier G, Egger M, Elzi L, Fehr J, Fellay J, Furrer H, Fux CA, Gorgievski M, Günthard H, Haerry D, Hasse B, Hirsch HH, Hoffmann M, Hösli I, Kahlert C, Kaiser L, Keiser O, Klimkait T, Kouyos R, Kovari H, Ledergerber B, Martinetti G, Martinez de Tejada B, Marzolini C, Metzner K, Müller N, Nadal D, Nicca D, Pantaleo G, Rauch A, Regenass S, Rudin C, Schöni-Affolter F, Schmid P, Speck R, Stöckle M, Tarr P, Trkola A, Vernazza P, Weber R, Yerly S. Emergence of Acquired HIV-1 Drug Resistance Almost Stopped in Switzerland: A 15-Year Prospective Cohort Analysis. Clin Infect Dis 2016; 62:1310-1317. [PMID: 26962075 DOI: 10.1093/cid/ciw128] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Accepted: 01/05/2016] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Drug resistance is a major barrier to successful antiretroviral treatment (ART). Therefore, it is important to monitor time trends at a population level. METHODS We included 11 084 ART-experienced patients from the Swiss HIV Cohort Study (SHCS) between 1999 and 2013. The SHCS is highly representative and includes 72% of patients receiving ART in Switzerland. Drug resistance was defined as the presence of ≥1 major mutation in a genotypic resistance test. To estimate the prevalence of drug resistance, data for patients with no resistance test was imputed based on the patient's risk of harboring drug-resistant viruses. RESULTS The emergence of new drug resistance mutations declined dramatically from 401 to 23 patients between 1999 and 2013. The upper estimated prevalence limit of drug resistance among ART-experienced patients decreased from 57.0% in 1999 to 37.1% in 2013. The prevalence of 3-class resistance decreased from 9.0% to 4.4% and was always <0.4% for patients who initiated ART after 2006. Most patients actively participating in the SHCS in 2013 with drug-resistant viruses initiated ART before 1999 (59.8%). Nevertheless, in 2013, 94.5% of patients who initiated ART before 1999 had good remaining treatment options based on Stanford algorithm. CONCLUSIONS Human immunodeficiency virus type 1 drug resistance among ART-experienced patients in Switzerland is a well-controlled relic from the era before combination ART. Emergence of drug resistance can be virtually stopped with new potent therapies and close monitoring.
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Affiliation(s)
- Alexandra U Scherrer
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich.,Institute of Medical Virology
| | - Viktor von Wyl
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich
| | - Wan-Lin Yang
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich.,Institute of Medical Virology
| | - Roger D Kouyos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich.,Institute of Medical Virology
| | | | - Sabine Yerly
- Laboratory of Virology, Division of Infectious Diseases
| | | | | | | | - Manuel Battegay
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel
| | - Hansjakob Furrer
- Department of Infectious Diseases, Berne University Hospital and University of Berne
| | - Alexandra Calmy
- HIV/AIDS Unit, Infectious Disease Service, Geneva University Hospital
| | - Pietro Vernazza
- Division of Infectious Diseases, Cantonal Hospital St Gallen
| | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital Lugano, Switzerland
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich.,Institute of Medical Virology
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Lesko CR, Cole SR, Hall HI, Westreich D, Miller WC, Eron JJ, Li J, Mugavero MJ. The effect of antiretroviral therapy on all-cause mortality, generalized to persons diagnosed with HIV in the USA, 2009-11. Int J Epidemiol 2016; 45:140-50. [PMID: 26772869 PMCID: PMC5013889 DOI: 10.1093/ije/dyv352] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Although antiretroviral therapy (ART) is known to be protective against HIV-related mortality, the expected magnitude of effect is unclear because existing estimates of the effect of ART may not directly generalize to recently HIV-diagnosed persons. METHODS In this study, we estimated 5-year mortality risks for immediate versus no ART initiation among patients (n = 12,547) in the Centers for AIDS Research Network of Integrated Clinical Systems (CNICS) using the complement of adjusted Kaplan-Meier survival functions. We subsequently standardized estimates to persons diagnosed with HIV in the USA between 2009 and 2011, who were enumerated using national surveillance data. RESULTS The 5-year mortality, had all patients in the CNICS immediately initiated ART, was 10.6% [95% confidence interval (CI): 9.3%, 11.9%] compared with 28.3% (95% CI: 19.1%, 37.5%) had ART initiation been delayed at least 5 years. The 5-year mortality risk difference due to ART among patients in the CNICS was -17.7% (95% CI: -27.0%, -8.4%). Based on methods for generalizing an estimate from a study sample to a different target population, the expected risk difference due to ART initiation among recently HIV-diagnosed persons in the USA was -19.1% (95% CI: -30.5%, -7.8%). CONCLUSIONS Immediate ART initiation substantially lowers mortality among persons in the CNICS and this benefit is expected to be similar among persons recently diagnosed with HIV in the USA. We demonstrate a method by which concerns about generalizability can be addressed and evaluated quantitatively.
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Affiliation(s)
- Catherine R Lesko
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, NC, USA, Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA,
| | - Stephen R Cole
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, NC, USA
| | - H Irene Hall
- National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Daniel Westreich
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, NC, USA
| | - William C Miller
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, NC, USA, Department of Medicine, Division of Infectious Diseases, University of North Carolina, NC, USA and
| | - Joseph J Eron
- Department of Medicine, Division of Infectious Diseases, University of North Carolina, NC, USA and
| | - Jianmin Li
- National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Michael J Mugavero
- Department of Medicine, Division of Infectious Diseases, University of Alabama at Birmingham, Birmingham, AL, USA
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Karetnikov A. Commentary: Questioning the HIV-AIDS Hypothesis: 30 Years of Dissent. Front Public Health 2015; 3:193. [PMID: 26301215 PMCID: PMC4528088 DOI: 10.3389/fpubh.2015.00193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 07/23/2015] [Indexed: 01/09/2023] Open
Affiliation(s)
- Alexey Karetnikov
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
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Siahmansur TJ, Schofield JD, Azmi S, Liu Y, Durrington PN, Soran H. Unintended positive and negative effects of drugs on lipoproteins. Curr Opin Lipidol 2015; 26:325-37. [PMID: 26103613 DOI: 10.1097/mol.0000000000000198] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE OF REVIEW Dyslipidaemia is an important cardiovascular disease risk factor. Many drugs affect lipid profile and lipoprotein metabolism. We reviewed unintended effects of nonlipid modifying, commonly used medications on lipid profile and lipoprotein metabolism. RECENT FINDING Several detrimental effects of many drug classes such as diuretics, antidepressant, anticonvulsant and antiretroviral drugs have been reported, whereas other drug classes such as antiobesity, alpha 1-blockers, oestrogens and thyroid replacement therapy were associated with positive effects. SUMMARY Dyslipidaemia is a common side-effect of many medications. This should be taken into consideration, especially in patients at high risk of cardiovascular disease. Other drugs demonstrated positive effects on circulating lipids and lipoproteins. The impact of these unintended effects on atherosclerotic disease risk and progression is unclear.
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Affiliation(s)
- Tarza J Siahmansur
- aCardiovascular Research Group, School of Medicine, Core Technology Facility (3rd Floor), University of Manchester bCardiovascular Trials Unit, Central Manchester and Manchester Children University Hospital NHS Foundation Trust, Manchester, UK
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Angriman F, Belloso WH, Sierra-Madero J, Sánchez J, Moreira RI, Kovalevski LO, Orellana LC, Cardoso SW, Crabtree-Ramirez B, La Rosa A, Losso MH. Clinical outcomes of first-line antiretroviral therapy in Latin America: analysis from the LATINA retrospective cohort study. Int J STD AIDS 2015; 27:118-26. [PMID: 25740759 DOI: 10.1177/0956462415575621] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 02/01/2015] [Indexed: 11/17/2022]
Abstract
Nearly 2 million people are infected with human immunodeficiency virus (HIV) in Latin America. However, information regarding population-scale outcomes from a regional perspective is scarce. We aimed to describe the baseline characteristics and therapeutic outcomes of newly-treated individuals with HIV infection in Latin America. A Retrospective cohort study was undertaken. The primary explanatory variable was combination antiretroviral therapy based on either a protease inhibitor (PI) or a non-nucleoside reverse transcriptase inhibitor (NNRTI). The main outcome was defined as the composite of all-cause mortality and the occurrence of an AIDS-defining clinical event or a serious non-AIDS-defining event during the first year of therapy. The secondary outcomes included the time to a change in treatment strategy. All analyses were performed according to the intention to treat principle. A total of 937 treatment-naive patients from four participating countries were included (228 patients with PI therapy and 709 with NNRTI-based treatment). At the time of treatment initiation, the patients had a mean age of 37 (SD: 10) years and a median CD4 + T-cell count of 133 cells/mm(3) (interquartile range: 47.5-216.0). Patients receiving PI-based regimens had a significantly lower CD4 + count, a higher AIDS prevalence at baseline and a shorter time from HIV diagnosis until the initiation of treatment. There was no difference in the hazard ratio for the primary outcome between groups. The only covariates associated with the latter were CD4 + cell count at baseline, study site and age. The estimated hazard ratio for the time to a change in treatment (NNRTI vs PI) was 0.61 (95% CI 0.47-0.80, p < 0.01). This study concluded that patients living with HIV in Latin America present with similar clinical outcomes regardless of the choice of initial therapy. Patients treated with PIs are more likely to require a treatment change during the first year of follow up.
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Affiliation(s)
- Federico Angriman
- CICAL, Buenos Aires, Argentina Servicio de Clínica Médica, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Waldo H Belloso
- CICAL, Buenos Aires, Argentina Servicio de Clínica Médica, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Juan Sierra-Madero
- Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, México DF, México
| | - Jorge Sánchez
- Asociación Civil Impacta Salud y Educación, Lima, Perú
| | | | | | | | | | | | | | - Marcelo H Losso
- CICAL, Buenos Aires, Argentina Hospital José M. Ramos Mejía, Buenos Aires, Argentina
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Nittayananta W, Tao R, Jiang L, Peng Y, Huang Y. Oral innate immunity in HIV infection in HAART era. J Oral Pathol Med 2015; 45:3-8. [PMID: 25639844 DOI: 10.1111/jop.12304] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2014] [Indexed: 02/05/2023]
Abstract
Oral innate immunity, an important component in host defense and immune surveillance in the oral cavity, plays a crucial role in the regulation of oral health. As part of the innate immune system, epithelial cells lining oral mucosal surfaces not only provide a physical barrier but also produce different antimicrobial peptides, including human β-defensins (hBDs), secretory leukocyte protease inhibitor (SLPI), and various cytokines. These innate immune mediators help in maintaining oral homeostasis. When they are impaired either by local or systemic causes, various oral infections and malignancies may be developed. Human immunodeficiency virus (HIV) infection and other co-infections appear to have both direct and indirect effects on systemic and local innate immunity leading to the development of oral opportunistic infections and malignancies. Highly active antiretroviral therapy (HAART), the standard treatment of HIV infection, contributed to a global reduction of HIV-associated oral lesions. However, prolonged use of HAART may lead to adverse effects on the oral innate immunity resulting in the relapse of oral lesions. This review article focused on the roles of oral innate immunity in HIV infection in HAART era. The following five key questions were addressed: (i) What are the roles of oral innate immunity in health and disease?, (ii) What are the effects of HIV infection on oral innate immunity?, (iii) What are the roles of oral innate immunity against other co-infections?, (iv) What are the effects of HAART on oral innate immunity?, and (v) Is oral innate immunity enhanced by HAART?
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Affiliation(s)
| | - Renchuan Tao
- Department of Periodontology and Oral Medicine, College of Stomatology, Guangxi Medical University, Guangxi, China.,Guangxi Key Laboratory of AIDS Prevention and Treatment, Guangxi Medical University, Guangxi, China
| | - Lanlan Jiang
- Department of Periodontology and Oral Medicine, College of Stomatology, Guangxi Medical University, Guangxi, China
| | - Yuanyuan Peng
- Department of Periodontology and Oral Medicine, College of Stomatology, Guangxi Medical University, Guangxi, China
| | - Yuxiao Huang
- Department of Periodontology and Oral Medicine, College of Stomatology, Guangxi Medical University, Guangxi, China
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Margolis AM, Heverling H, Pham PA, Stolbach A. A review of the toxicity of HIV medications. J Med Toxicol 2014; 10:26-39. [PMID: 23963694 DOI: 10.1007/s13181-013-0325-8] [Citation(s) in RCA: 244] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Antiretroviral therapy has changed human immunodeficiency virus (HIV) infection from a near-certainly fatal illness to one that can be managed chronically. More patients are taking antiretroviral drugs (ARVs) for longer periods of time, which naturally results in more observed toxicity. Overdose with ARVs is not commonly reported. The most serious overdose outcomes have been reported in neonates who were inadvertently administered supratherapeutic doses of HIV prophylaxis medications. Typical ARV regimens include a "backbone" of two nucleoside reverse transcriptase inhibitors (NRTI) and a "base" of either a protease inhibitor (PI) or nonnucleoside reverse transcriptase inhibitor. New classes of drugs called entry inhibitors and integrase inhibitors have also emerged. Older NRTIs were associated with mitochondrial toxicity, but this is less common in the newer drugs, emtricitabine, lamivudine, and tenofovir. Mitochondrial toxicity results from NRTI inhibition of a mitochondrial DNA polymerase. Mitochondrial toxicity manifests as myopathy, neuropathy, hepatic failure, and lactic acidosis. Routine lactate assessment in asymptomatic patients is not indicated. Lactate concentration should be obtained in patients taking NRTIs who have fatigue, nausea, vomiting, or vague abdominal pain. Mitochondrial toxicity can be fatal and is treated by supportive care and discontinuing NRTIs. Metabolic cofactors like thiamine, carnitine, and riboflavin may be helpful in managing mitochondrial toxicity. Lipodystrophy describes changes in fat distribution and lipid metabolism that have been attributed to both PIs and NRTIs. Lipodystrophy consists of loss of fat around the face (lipoatrophy), increase in truncal fat, and hypertriglyceridemia. There is no specific treatment of lipodystrophy. Clinicians should be able to recognize effects of chronic toxicity of ARVs, especially mitochondrial toxicity.
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Affiliation(s)
- Asa M Margolis
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, New York, NY, USA
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35
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Chen Q, May RC, Ibrahim JG, Chu H, Cole SR. Joint modeling of longitudinal and survival data with missing and left-censored time-varying covariates. Stat Med 2014; 33:4560-76. [PMID: 24947785 PMCID: PMC4189992 DOI: 10.1002/sim.6242] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Revised: 05/02/2014] [Accepted: 05/27/2014] [Indexed: 11/09/2022]
Abstract
We propose a joint model for longitudinal and survival data with time-varying covariates subject to detection limits and intermittent missingness at random. The model is motivated by data from the Multicenter AIDS Cohort Study (MACS), in which HIV+ subjects have viral load and CD4 cell count measured at repeated visits along with survival data. We model the longitudinal component using a normal linear mixed model, modeling the trajectory of CD4 cell count by regressing on viral load, and other covariates. The viral load data are subject to both left censoring because of detection limits (17%) and intermittent missingness (27%). The survival component of the joint model is a Cox model with time-dependent covariates for death because of AIDS. The longitudinal and survival models are linked using the trajectory function of the linear mixed model. A Bayesian analysis is conducted on the MACS data using the proposed joint model. The proposed method is shown to improve the precision of estimates when compared with alternative methods.
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Affiliation(s)
- Qingxia Chen
- Departments of Biostatistics and Biomedical Informatics, Vanderbilt University, Nashville, Tennessee, 37232, U.S.A
| | - Ryan C. May
- The EMMES Corporation, Rockville, Maryland, 20850, U.S.A
| | | | - Haitao Chu
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota 55455, U.S.A
| | - Stephen R. Cole
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, U.S.A
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Ndumbi P, Falutz J, Pant Pai N, Tsoukas CM. Delay in cART initiation results in persistent immune dysregulation and poor recovery of T-cell phenotype despite a decade of successful HIV suppression. PLoS One 2014; 9:e94018. [PMID: 24710051 PMCID: PMC3977984 DOI: 10.1371/journal.pone.0094018] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Accepted: 03/12/2014] [Indexed: 11/18/2022] Open
Abstract
Background Successful combination antiretroviral therapy (cART) increases levels of CD4+ T-cells, however this increase may not accurately reflect long-term immune recovery since T-cell dysregulation and loss of T-cell homeostasis often persist. We therefore assessed the impact of a decade of effective cART on immune regulation, T-cell homeostasis, and overall T-cell phenotype. Methods We conducted a retrospective study of 288 HIV+ cART-naïve patients initiating therapy. We identified 86 individuals who received cART for at least a decade, of which 44 consistently maintained undetectable plasma HIV-RNA levels throughout therapy. At baseline, participants were classified into three groups according to pre-treatment CD4+ T-cell counts: Group I (CD4<200 cells/mm3); Group II (CD4: 200–350 cells/mm3); Group III (CD4>350 cells/mm3). Outcomes of interest were: (1) CD4+ T-cell count restoration (CD4>532 cells/mm3); (2) normalization of CD4:CD8 T-cell ratio (1.2–3.3); (3) maintenance of CD3+ T-cell homeostasis (CD3: 65%–85% of peripheral lymphocytes); (4) normalization of the complete T-cell phenotype (TCP). Results Despite a decade of sustained successful cART, complete T-cell phenotype normalization only occurred in 16% of patients, most of whom had initiated therapy at high CD4+ T-cell counts (>350 cells/mm3). The TCP parameter that was the least restored among patients was the CD4:CD8 T-cell ratio. Conclusions Failure to normalize the complete T-cell phenotype was most apparent in patients who initiated cART with a CD4+ T-cell count <200 cells/mm3. The impact of this impaired T-cell phenotype on life-long immune function and potential comorbidities remains to be elucidated.
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Affiliation(s)
- Patricia Ndumbi
- Immune Deficiency Treatment Centre, McGill University Health Centre, Montreal (Quebec), Canada
- * E-mail: (PN); (CMT)
| | - Julian Falutz
- Immune Deficiency Treatment Centre, McGill University Health Centre, Montreal (Quebec), Canada
| | - Nitika Pant Pai
- Division of Clinical Epidemiology, McGill University Health Centre, Montreal (Quebec), Canada
| | - Christos M. Tsoukas
- Immune Deficiency Treatment Centre, McGill University Health Centre, Montreal (Quebec), Canada
- * E-mail: (PN); (CMT)
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Richardson ET, Grant PM, Zolopa AR. Evolution of HIV treatment guidelines in high- and low-income countries: converging recommendations. Antiviral Res 2014; 103:88-93. [PMID: 24374148 PMCID: PMC4193472 DOI: 10.1016/j.antiviral.2013.12.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2013] [Revised: 12/16/2013] [Accepted: 12/17/2013] [Indexed: 12/20/2022]
Abstract
Over the past 15 years, antiretroviral treatment guidelines for HIV infection have evolved significantly, reflecting the major advances in this therapeutic area. Evidenced-based recommendations have largely replaced expert opinion, while diagnostic monitoring and therapeutic interventions have become more sophisticated and effective. Just 10 years ago, there was a marked difference in access to antiretroviral therapy for patients in wealthy and impoverished countries. The increasing availability of therapy across the globe, however, has made it possible for international guidelines to resemble more closely those in high-income countries. This article compares the evolution of antiretroviral therapy treatment guidelines from the United States Department of Health and Human Services and the World Health Organization, focusing on when to initiate ART in asymptomatic patients and in those with an opportunistic infection; initial regimens in the general population and in special populations; when to change and what to change; and laboratory monitoring.
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Affiliation(s)
- Eugene T Richardson
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Philip M Grant
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA
| | - Andrew R Zolopa
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA, USA.
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Abstract
Antiretroviral drugs are associated with a variety of adverse effects on the central and peripheral nervous systems. The frequency and severity of neuropsychiatric adverse events is highly variable, with differences between the antiretroviral classes and amongst the individual drugs in each class. In the developing world, where the nucleoside reverse transcriptase inhibitor (NRTI) stavudine remains a commonly prescribed antiretroviral, peripheral neuropathy is an important complication of treatment. Importantly, this clinical entity is often difficult to distinguish from human immunodeficiency virus (HIV)-induced peripheral neuropathy. Several clinical trials have addressed the efficacy of various agents in the treatment of NRTI-induced neurotoxicity. NRTI-induced neurotoxicity is caused by inhibition of mitochondrial DNA polymerase. This mechanism is also responsible for the mitochondrial myopathy and lactic acidosis that occur with zidovudine. NRTIs, particularly zidovudine and abacavir, may also cause central nervous system (CNS) manifestations, including mania and psychosis. The non-nucleoside reverse transcriptase inhibitor (NNRTI) efavirenz is perhaps the antiretroviral most commonly associated with CNS toxicity, causing insomnia, irritability and vivid dreams. Recent studies have suggested that the risk of developing these adverse effects is increased in patients with various cytochrome P450 2B6 alleles. Protease inhibitors cause perioral paraesthesias and may indirectly increase the relative risk of stroke by promoting atherogenesis. HIV integrase inhibitors, C-C chemokine receptor type 5 (CCR5) inhibitors and fusion inhibitors rarely cause neuropsychiatric manifestations.
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Affiliation(s)
- Michael S Abers
- Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA,
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Ghani AC. Use of observational data in evaluating treatments: antiretroviral therapy and HIV. Expert Rev Anti Infect Ther 2014; 1:551-62. [PMID: 15482152 DOI: 10.1586/14787210.1.4.551] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Observational data are increasingly used in various therapeutic areas to evaluate the use, effectiveness and side effects of new treatments. Whilst randomized clinical trials remain the gold standard for evaluating the efficacy of new agents, they have a number of limitations for HIV, including the limited number of combinations that are compared and the costs of long-term follow-up. Observational data from seroconverter and clinical cohorts have been used to compare the short- and longer-term effectiveness of different therapy combinations and to evaluate the longer-term risks associated with antiretroviral therapy. Furthermore, they provide the opportunity to evaluate the relative success of more complex patterns of therapy, such as sequencing of different regimens over time. However, because of the nature of these data, a number of potential biases may arise which can influence interpretation.
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Affiliation(s)
- Azra C Ghani
- Department of Infectious Disease Epidemiology, Imperial College, Norfolk Place, London W2 1PG, UK.
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Ernst D, Greer M, Akmatova R, Pischke S, Wedemeyer H, Heiken H, Tillmann HL, Schmidt RE, Stoll M. Impact of GB virus C viraemia on clinical outcome in HIV-1-infected patients: a 20-year follow-up study. HIV Med 2013; 15:245-50. [DOI: 10.1111/hiv.12094] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/26/2013] [Indexed: 11/27/2022]
Affiliation(s)
- D Ernst
- Department of Immunology and Rheumatology; Hannover Medical School; Hannover Germany
| | - M Greer
- Department of Pulmonology; Hannover Medical School; Hannover Germany
| | - R Akmatova
- Republican ‘AIDS’ Center of Health Ministry of Kyrgyz Republic; Bishkek Kyrgyzstan
| | - S Pischke
- Department of Gastroenterology, Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
| | - H Wedemeyer
- Department of Gastroenterology, Hepatology and Endocrinology; Hannover Medical School; Hannover Germany
| | - H Heiken
- Department of Immunology and Rheumatology; Hannover Medical School; Hannover Germany
| | - HL Tillmann
- Clinical Research Institute; Duke University; Durham NC USA
| | - RE Schmidt
- Department of Immunology and Rheumatology; Hannover Medical School; Hannover Germany
| | - M Stoll
- Department of Immunology and Rheumatology; Hannover Medical School; Hannover Germany
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Joly V, Fagard C, Grondin C, Descamps D, Yazdanpanah Y, Charpentier C, Colin de Verdiere N, Tabuteau S, Raffi F, Cabie A, Chene G, Yeni P. Intensification of antiretroviral therapy through addition of enfuvirtide in naive HIV-1-infected patients with severe immunosuppression does not improve immunological response: results of a randomized multicenter trial (ANRS 130 Apollo). Antimicrob Agents Chemother 2013; 57:758-65. [PMID: 23165467 PMCID: PMC3553717 DOI: 10.1128/aac.01662-12] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Accepted: 11/13/2012] [Indexed: 11/20/2022] Open
Abstract
We studied whether addition of enfuvirtide (ENF) to a background combination antiretroviral therapy (cART) would improve the CD4 cell count response at week 24 in naive patients with advanced HIV disease. ANRS 130 Apollo is a randomized study, conducted in naive HIV-1-infected patients, either asymptomatic with CD4 counts of <100/mm(3) or stage B/C disease with CD4 counts of <200/mm(3). Patients received tenofovir-emtricitabine with lopinavir-ritonavir (LPV/r) or efavirenz and were randomized to receive ENF for 24 weeks (ENF arm) or not (control arm). The primary endpoint was the proportion of patients with CD4 counts of ≥ 200/mm(3) at week 24. A total of 195 patients were randomized: 73% had stage C disease, 78% were male, the mean age was 44 years, the median CD4 count was 30/mm(3), and the median HIV-1 RNA load was 5.4 log(10) copies/ml. Eighty-one percent of patients received LPV/r. One patient was lost to follow-up, and eight discontinued the study (four in each arm). The proportions of patients with CD4 counts of ≥ 200/mm(3) at week 24 were 34% and 38% in the ENF and control arms, respectively (P = 0.53). The proportions of patients with HIV-1 RNA loads of <50 copies/ml were 74% and 58% at week 24 in the ENF and control arms, respectively (P < 0.02), and the proportion reached 79% in both arms at week 48. Twenty (20%) and 12 patients (13%) in the ENF and control arms, respectively, experienced at least one AIDS event during follow-up (P = 0.17). Although inducing a more rapid virological response, addition of ENF to a standard cART does not improve the immunological outcome in naive HIV-infected patients with severe immunosuppression.
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Affiliation(s)
- Véronique Joly
- Service des Maladies Infectieuses et Tropicales, Assistance Publique Hôpitaux de Paris, Groupe Hospitalier Bichat Claude Bernard, HUPNVS, Université Paris Diderot, Paris 7, PRES Sorbonne Paris Cité, EA 4409 Paris France.
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van Dijk JH, Sutcliffe CG, Hamangaba F, Bositis C, Watson DC, Moss WJ. Effectiveness of efavirenz-based regimens in young HIV-infected children treated for tuberculosis: a treatment option for resource-limited settings. PLoS One 2013; 8:e55111. [PMID: 23372824 PMCID: PMC3555823 DOI: 10.1371/journal.pone.0055111] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2012] [Accepted: 12/19/2012] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Antiretroviral treatment (ART) options for young children co-infected with HIV and tuberculosis are limited in resource-poor settings due to limited data on the use of efavirenz (EFV). Using available pharmacokinetic data, an EFV dosing schedule was developed for young co-infected children and implemented as the standard of care at Macha Hospital in Southern Province, Zambia. Treatment outcomes in children younger than 3 years of age or weighing less than 10 kg receiving either EFV-based ART plus anti-tuberculous treatment or nevirapine-based (NVP) ART were compared. METHODS Treatment outcomes were measured in a cohort of HIV-infected children seeking care at Macha Hospital in rural Zambia from 2007 to 2010. Information on the diagnosis and treatment of tuberculosis was abstracted from medical records. RESULTS Forty-five children treated for tuberculosis initiated an EFV-based regimen and 69 children initiated a NVP-based regimen, 7 of whom also were treated for tuberculosis. Children receiving both regimens were comparable in age, but children receiving EFV started ART with a lower CD4(+) T-cell percentage and weight-for-age z-score. Children receiving EFV experienced increases in both CD4(+) T-cell percentage and weight-for-age z-score during follow-up, such that levels were comparable to children receiving NVP after two years of ART. Cumulative survival after 12 months of ART did not differ between groups (NVP:87%;EFV:80%;p = 0.25). Eleven children experienced virologic failure during follow-up.The adjusted hazard ratio of virologic failure comparing EFV to NVP was 0.25 (95% CI:0.05,1.24) and 0.13 (95% CI:0.03,0.62) using thresholds of 5000 and 400 copies/mL, respectively.Five children receiving EFV were reported to have had convulsions after ART initiation compared to only one child receiving NVP (p = 0.04). CONCLUSIONS Despite poorer health at ART initiation, children treated for tuberculosis and receiving EFV-based regimens showed significant improvements comparable to children receiving NVP-based regimens. EFV-based regimens should be considered for young HIV-infected children co-infected with tuberculosis in resource-limited settings.
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Affiliation(s)
- Janneke H. van Dijk
- Macha Research Trust, Macha Hospital, Choma, Zambia
- Department of Immunology and Infectious Diseases, Erasmus University, Rotterdam, The Netherlands
| | - Catherine G. Sutcliffe
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
| | | | - Christopher Bositis
- Greater Lawrence Family Health Center, Lawrence, Massachusetts, United States of America
| | - Douglas C. Watson
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - William J. Moss
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, United States of America
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Grant PM, Zolopa AR. When to start ART in the setting of acute AIDS-related opportunistic infections: the time is now! Curr HIV/AIDS Rep 2012; 9:251-8. [PMID: 22733609 DOI: 10.1007/s11904-012-0126-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Despite the substantial benefits of combination antiretroviral therapy (ART), a significant proportion of HIV-infected individuals still present with advanced disease and active AIDS-related opportunistic infections (OIs). The weight of evidence from recent studies supports the early initiation of ART (ie, within 2 weeks of initiating treatment for the acute OIs). Initiating ART early in acutely ill patients can reduce AIDS-related progression and death. Early ART has not been associated with increased rates of immune reconstitution inflammatory syndrome in prospective studies of non-tuberculosis OIs, although this concern is frequently cited as a reason to delay ART. Nor has early ART been associated with increased adverse outcomes. Nonetheless, initiating ART early in acute care settings can be challenging to implement and requires a well-coordinated multidisciplinary team with expertise in ART management.
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McManus H, O'Connor CC, Boyd M, Broom J, Russell D, Watson K, Roth N, Read PJ, Petoumenos K, Law MG. Long-term survival in HIV positive patients with up to 15 Years of antiretroviral therapy. PLoS One 2012; 7:e48839. [PMID: 23144991 PMCID: PMC3492258 DOI: 10.1371/journal.pone.0048839] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Accepted: 10/01/2012] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND Life expectancy has increased for newly diagnosed HIV patients since the inception of combination antiretroviral treatment (cART), but there remains a need to better understand the characteristics of long-term survival in HIV-positive patients. We examined long-term survival in HIV-positive patients receiving cART in the Australian HIV Observational Database (AHOD), to describe changes in mortality compared to the general population and to develop longer-term survival models. METHODS Data were examined from 2,675 HIV-positive participants in AHOD who started cART. Standardised mortality ratios (SMR) were calculated by age, sex and calendar year across prognostic characteristics using Australian Bureau of Statistics national data as reference. SMRs were examined by years of duration of cART by CD4 and similarly by viral load. Survival was analysed using Cox-proportional hazards and parametric survival models. RESULTS The overall SMR for all-cause mortality was 3.5 (95% CI: 3.0-4.0). SMRs by CD4 count were 8.6 (95% CI: 7.2-10.2) for CD4<350 cells/µl; 2.1 (95% CI: 1.5-2.9) for CD4 = 350-499 cells/µl; and 1.5 (95% CI: 1.1-2.0) for CD4≥500 cells/µl. SMRs for patients with CD4 counts <350 cells/µL were much higher than for patients with higher CD4 counts across all durations of cART. SMRs for patients with viral loads greater than 400 copies/ml were much higher across all durations of cART. Multivariate models demonstrated improved survival associated with increased recent CD4, reduced recent viral load, younger patients, absence of HBVsAg-positive ever, year of HIV diagnosis and incidence of ADI. Parametric models showed a fairly constant mortality risk by year of cART up to 15 years of treatment. CONCLUSION Observed mortality remained fairly constant by duration of cART and was modelled accurately by accepted prognostic factors. These rates did not vary much by duration of treatment. Changes in mortality with age were similar to those in the Australian general population.
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Affiliation(s)
- Hamish McManus
- The Kirby Institute, UNSW, Sydney, New South Wales, Australia.
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Martinez DA, Goggin K, Catley D, Gerkovich MM, Williams K, Wright J, Berkley-Patton J. Do coping styles mediate the relationship between substance use and educational attainment and antiretroviral adherence? AIDS Behav 2012; 16:2319-29. [PMID: 22673969 DOI: 10.1007/s10461-012-0222-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
There is a substantial body of literature that demonstrates that substance use and lower educational attainment are associated with poorer antiretroviral (ART) adherence, however, the nature of these relationships are not well understood. The purpose of this study was to explore whether coping styles mediate the relationship between substance use and educational attainment and ART adherence in order to better understand how these variables relate to adherence. The sample consisted of 192 HIV-positive patients (mean age = 41 years; 75.5 % male, 46.9 % heterosexual; 52.6 % with a high school/GED education or less) who were on ART. Path analysis revealed that active and avoidant coping significantly mediated the relationship between drug use and ART adherence. No form of coping was found to mediate the relationship between either binge drinking or educational attainment and adherence. Findings suggest that a focus on coping skills should be included in any multimodal intervention to increase ART adherence among HIV-positive drug using patients.
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Affiliation(s)
- David A Martinez
- Department of Psychology, University of Missouri-Kansas City, 5030 Cherry St., Room 138, Kansas City, MO, 64110, USA.
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Abraham BP, Sellin JH. Drug-induced, factitious, & idiopathic diarrhoea. Best Pract Res Clin Gastroenterol 2012; 26:633-48. [PMID: 23384808 DOI: 10.1016/j.bpg.2012.11.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Revised: 11/07/2012] [Accepted: 11/07/2012] [Indexed: 01/31/2023]
Abstract
The aetiology of diarrhoea can often be simple to identify, but in some cases may pose a challenge. The diagnosis of drug-induced diarrhoea can easily be sorted based on timing of the symptom with onset of a new drug. Treatment can vary from simply monitoring and eventual resolution with continuation of the drug, to discontinuation of the offending agent. In cases where a drug cannot always be stopped, additional medications can help control the symptom. Factitious diarrhoea can present a diagnostic challenge if the evaluating physician does not suspect its possibility. Typically a careful history, and in some cases, stool testing can provide clues. The diagnosis of idiopathic diarrhoea is often made when exhaustive testing provides no definite aetiology and the goal of management is supportive care and symptomatic treatment.
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Affiliation(s)
- Bincy P Abraham
- Baylor College of Medicine, 1709 Dryden St., Suite 800, Houston, TX 77030, USA.
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47
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Westreich D, Cole SR, Schisterman EF, Platt RW. A simulation study of finite-sample properties of marginal structural Cox proportional hazards models. Stat Med 2012; 31:2098-109. [PMID: 22492660 PMCID: PMC3641777 DOI: 10.1002/sim.5317] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 12/22/2011] [Indexed: 11/10/2022]
Abstract
Motivated by a previously published study of HIV treatment, we simulated data subject to time-varying confounding affected by prior treatment to examine some finite-sample properties of marginal structural Cox proportional hazards models. We compared (a) unadjusted, (b) regression-adjusted, (c) unstabilized, and (d) stabilized marginal structural (inverse probability-of-treatment [IPT] weighted) model estimators of effect in terms of bias, standard error, root mean squared error (MSE), and 95% confidence limit coverage over a range of research scenarios, including relatively small sample sizes and 10 study assessments. In the base-case scenario resembling the motivating example, where the true hazard ratio was 0.5, both IPT-weighted analyses were unbiased, whereas crude and adjusted analyses showed substantial bias towards and across the null. Stabilized IPT-weighted analyses remained unbiased across a range of scenarios, including relatively small sample size; however, the standard error was generally smaller in crude and adjusted models. In many cases, unstabilized weighted analysis showed a substantial increase in standard error compared with other approaches. Root MSE was smallest in the IPT-weighted analyses for the base-case scenario. In situations where time-varying confounding affected by prior treatment was absent, IPT-weighted analyses were less precise and therefore had greater root MSE compared with adjusted analyses. The 95% confidence limit coverage was close to nominal for all stabilized IPT-weighted but poor in crude, adjusted, and unstabilized IPT-weighted analysis. Under realistic scenarios, marginal structural Cox proportional hazards models performed according to expectations based on large-sample theory and provided accurate estimates of the hazard ratio.
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Affiliation(s)
- Daniel Westreich
- Department of Obstetrics and Gynecology and Duke Global Health Institute, Duke University, Durham, NC, USA.
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Westreich D, Cole SR, Young JG, Palella F, Tien PC, Kingsley L, Gange SJ, Hernán MA. The parametric g-formula to estimate the effect of highly active antiretroviral therapy on incident AIDS or death. Stat Med 2012; 31:2000-9. [PMID: 22495733 PMCID: PMC3641816 DOI: 10.1002/sim.5316] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2011] [Revised: 12/19/2011] [Accepted: 12/20/2011] [Indexed: 11/11/2022]
Abstract
The parametric g-formula can be used to contrast the distribution of potential outcomes under arbitrary treatment regimes. Like g-estimation of structural nested models and inverse probability weighting of marginal structural models, the parametric g-formula can appropriately adjust for measured time-varying confounders that are affected by prior treatment. However, there have been few implementations of the parametric g-formula to date. Here, we apply the parametric g-formula to assess the impact of highly active antiretroviral therapy on time to acquired immune deficiency syndrome (AIDS) or death in two US-based human immunodeficiency virus cohorts including 1498 participants. These participants contributed approximately 7300 person-years of follow-up (49% exposed to highly active antiretroviral therapy) during which 382 events occurred and 259 participants were censored because of dropout. Using the parametric g-formula, we estimated that antiretroviral therapy substantially reduces the hazard of AIDS or death (hazard ratio = 0.55; 95% confidence limits [CL]: 0.42, 0.71). This estimate was similar to one previously reported using a marginal structural model, 0.54 (95% CL: 0.38, 0.78). The 6.5-year difference in risk of AIDS or death was 13% (95% CL: 8%, 18%). Results were robust to assumptions about temporal ordering, and extent of history modeled, for time-varying covariates. The parametric g-formula is a viable alternative to inverse probability weighting of marginal structural models and g-estimation of structural nested models for the analysis of complex longitudinal data.
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Affiliation(s)
- Daniel Westreich
- Department of Obstetrics and Gynecology, School of Medicine and Duke Global Health Institute, Duke University, Durham, NC, USA.
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Letang E, Battegay M. Do we need national guidelines on human immunodeficiency virus treatment? Enferm Infecc Microbiol Clin 2012; 30:281-2. [PMID: 22726536 DOI: 10.1016/j.eimc.2012.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2012] [Accepted: 04/13/2012] [Indexed: 11/28/2022]
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Abrogoua DP, Kablan BJ, Kamenan BAT, Aulagner G, N’Guessan K, Zohoré C. Assessment of the impact of adherence and other predictors during HAART on various CD4 cell responses in resource-limited settings. Patient Prefer Adherence 2012; 6:227-37. [PMID: 22536059 PMCID: PMC3333809 DOI: 10.2147/ppa.s26507] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE The aim of this study was to quantify, by modeling, the impact of significant predictors on CD4 cell response during antiretroviral therapy in a resource-limited setting. METHODS Modeling was used to determine which antiretroviral therapy response predictors (baseline CD4 cell count, clinical state, age, and adherence) significantly influence immunological response in terms of CD4 cell gain compared to a reference value at different periods of monitoring. RESULTS At 6 months, CD4 cell response was significantly influenced by baseline CD4 count alone. The probability of no increase in CD4 cells was 2.6 higher in patients with a baseline CD4 cell count of ≥200/mm(3). At 12 months, CD4 cell response was significantly influenced by both baseline CD4 cell count and adherence. The probability of no increase in CD4 cells was three times higher in patients with a baseline CD4 cell count of ≥200/mm(3) and 0.15 times lower with adherent patients. At 18 months, CD4 cell response was also significantly influenced by both baseline CD4 cell count and adherence. The probability of no increase in CD4 cells was 5.1 times higher in patients with a baseline CD4 cell count of ≥200/mm(3) and 0.28 times lower with adherent patients. At 24 months, optimal CD4 cell response was significantly influenced by adherence alone. Adherence increased the probability (by 5.8) of an optimal increase in CD4 cells. Age and baseline clinical state had no significant influence on immunological response. CONCLUSION The relationship between adherence and CD4 cell response was the most significant compared to that of baseline CD4 cell count. Counseling before initiation of treatment and educational therapy during follow-up must always help to strengthen adherence and optimize the efficiency of antiretroviral therapy in a resource-limited setting.
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Affiliation(s)
- Danho Pascal Abrogoua
- Laboratoire de Pharmacie Clinique, Pharmacologie et Therapeutique – UFR Sciences Pharmaceutiques et Biologiques, CHU de Cocody
- Laboratoire de Pharmacologie Clinique, CHU de Cocody
- Correspondence: Danho Pascal Abrogoua, 22 BP 1397 Abidjan, Cote d’Ivoire, Tel +225 07 949 478, Email
| | - Brou Jerome Kablan
- Laboratoire de Pharmacie Clinique, Pharmacologie et Therapeutique – UFR Sciences Pharmaceutiques et Biologiques, CHU de Cocody
| | - Boua Alexis Thierry Kamenan
- Laboratoire de Pharmacie Clinique, Pharmacologie et Therapeutique – UFR Sciences Pharmaceutiques et Biologiques, CHU de Cocody
- Service de Pharmacie, CHU de Cocody, Abidjan, Cote d’Ivoire
| | | | - Konan N’Guessan
- Laboratoire de Pharmacie Clinique, Pharmacologie et Therapeutique – UFR Sciences Pharmaceutiques et Biologiques, CHU de Cocody
| | - Christian Zohoré
- Laboratoire de Pharmacie Clinique, Pharmacologie et Therapeutique – UFR Sciences Pharmaceutiques et Biologiques, CHU de Cocody
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