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Cardozo EF, Piovoso MJ, Zurakowski R. Increased inflammation in sanctuary sites may explain viral blips in HIV infection. IET Syst Biol 2018; 10:153-66. [PMID: 27444025 DOI: 10.1049/iet-syb.2015.0066] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Combined antiretroviral therapy (cART) suppress HIV-1 viral replication, such that viral load in plasma remains below the limit of detection in standard assays. However, intermittent episodes of transient viremia (blips) occur in a set of HIV-patients. Given that follicular hyperplasia occurs during lymphoid inflammation as a normal response to infection, it is hypothesised that when the diameter of the lymph node follicle (LNF) increases and crosses a critical size, a viral blip occurs due to cryptic viremia. To study this hypothesis, a theoretical analysis of a mathematical model is performed to find the conditions for virus suppression in all compartments and different scenarios of LNF size changes are simulated. According to the analysis, blips with duration of around 30 days arise when the diameter rise rate is between 0.02 and 0.03 days(-1). Moreover, the final diameter of the site is directly related to the steady states of the virus load after the occurrence of a blip. When the value of R0 is around 2.1, to have a steady-state below the limit of detection after the viral blip, the maximum final diameters should be greater than 0.7 mm so that there is a relative loss of connection between compartments.
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Affiliation(s)
- E Fabian Cardozo
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA.
| | - Michael J Piovoso
- Electrical Engineering Department, Pennsylvania State University, Malvern, Pennsylvania 19355, USA
| | - Ryan Zurakowski
- Electrical and Computer Engineering Department, University of Delaware, Newark, Delaware 19716, USA
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De La Mata NL, Cooper DA, Russell D, Smith D, Woolley I, Sullivan MO, Wright S, Law M. Treatment durability and virological response in treatment-experienced HIV-positive patients on an integrase inhibitor-based regimen: an Australian cohort study. Sex Health 2016; 13:SH15210. [PMID: 27097796 PMCID: PMC5074908 DOI: 10.1071/sh15210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Accepted: 03/08/2016] [Indexed: 11/23/2022]
Abstract
Background: Integrase inhibitors (INSTI) are a newer class of antiretroviral (ARV) drugs that offer additional treatment options for experienced patients. Our aim is to describe treatment durability and virological outcomes in treatment-experienced HIV-positive patients using INSTI-based regimens. Methods: All patients in the Australian HIV Observational Database who had received an INSTI-based regimen ≥ 14 days as well as previous therapy were included in the study. We defined two groups of treatment-experienced patients: (1) those starting a second-line regimen with INSTI; and (2) highly experienced patients, defined as having prior exposure to all three main ARV classes, nucleoside reverse transcriptase inhibitor, nonnucleoside reverse transcriptase inhibitors and protease inhibitors, before commencing INSTI. Survival methods were used to determine time to viral suppression and treatment switch, stratified by patient treatment experience. Covariates of interest included age, gender, hepatitis B and C co-infection, previous antiretroviral treatment time, patient treatment experience and baseline viral load. Results: Time to viral suppression and regimen switching from INSTI initiation was similar for second-line and highly experienced patients. The probability of achieving viral suppression at 6 months was 77.7% for second-line patients and 68.4% for highly experienced patients. There were 60 occurrences of regimen switching away from INSTI observed over 1274.0 person-years, a crude rate of 4.71 (95% CI: 3.66-6.07) per 100 person-years. Patient treatment experience was not a significant factor for regimen switch according to multivariate analysis, adjusting for relevant covariates. Conclusions: We found that INSTI-based regimens were potent and durable in experienced HIV-positive patients receiving treatment outside clinical trials. These results confirm that INSTI-based regimens are a robust treatment option.
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Affiliation(s)
- Nicole L. De La Mata
- Kirby Institute, UNSW Australia, Wallace Wurth Building, Sydney, NSW 2052, Australia
| | - David A. Cooper
- Kirby Institute, UNSW Australia, Wallace Wurth Building, Sydney, NSW 2052, Australia
| | - Darren Russell
- School of Medicine and Dentistry, James Cook University, Townsville, Qld 4811, Australia
- University of Melbourne, Parkville, Vic. 3010, Australia
- Cairns Sexual Health Service, Cairns, Qld 4870, Australia
| | - Don Smith
- The Albion Centre, Sydney, NSW 2010, Australia
- School of Public Health and Community Medicine, UNSW Australia, Sydney, NSW 2052, Australia
| | - Ian Woolley
- Monash Health, Infectious Disease, Melbourne, Vic. 3168, Australia
- Monash Health, Australia Department of Medicine, Melbourne, Vic. 3168, Australia
- Monash University, Australia Department of Infectious Diseases, Melbourne, Vic. 3800, Australia
| | - Maree O. Sullivan
- Kirby Institute, UNSW Australia, Wallace Wurth Building, Sydney, NSW 2052, Australia
- Gold Coast Sexual Health Clinic, Miami, Qld 4215, Australia
| | - Stephen Wright
- Kirby Institute, UNSW Australia, Wallace Wurth Building, Sydney, NSW 2052, Australia
| | - Matthew Law
- Kirby Institute, UNSW Australia, Wallace Wurth Building, Sydney, NSW 2052, Australia
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