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Zhang W, Shi J, Wang Y, Li E, Yan D, Zhang Z, Zhu M, Yu J, Wang Y. Risk factors and clinical prediction models for low-level viremia in people living with HIV receiving antiretroviral therapy: an 11-year retrospective study. Front Microbiol 2024; 15:1451201. [PMID: 39552647 PMCID: PMC11563986 DOI: 10.3389/fmicb.2024.1451201] [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: 06/18/2024] [Accepted: 10/15/2024] [Indexed: 11/19/2024] Open
Abstract
Objective This study explores the risk factors for low-level viremia (LLV) occurrence after ART and develops a risk prediction model. Method Clinical data and laboratory indicators of people living with HIV (PLWH) at Hangzhou Xixi Hospital from 5 April 2011 to 29 December 2022 were collected. LASSO Cox regression and multivariate Cox regression analysis were performed to identify laboratory indicators and establish a nomogram for predicting LLV occurrence. The nomogram's discrimination and calibration were assessed via ROC curve and calibration plots. The concordance index (C-index) and decision curve analysis (DCA) were used to evaluate its effectiveness. Result Predictive factors, namely, age, ART delay time, white blood cell (WBC) count, baseline CD4+ T-cell count (baseline CD4), baseline viral load (baseline VL), and total bilirubin (TBIL), were incorporated into the nomogram to develop a risk prediction model. The optimal model (which includes 6 variables) had an AUC for LLV after 1-year, 3-year, and 5-year of listing of 0.68 (95% CI, 0.61-0.69), 0.69 (95% CI, 0.65-0.70), and 0.70 (95% CI, 0.66-0.71), respectively. The calibration curve showed high consistency between predicted and actual observations. The C-index and DCA indicated superior prediction performance of the nomogram. There was a significant difference in CD4 levels between LLV and non-LLV groups during the follow-up time. The dynamic SCR, ALT, TG and BG levels and occurrence of complications differed significantly between the high- and low-risk groups. Conclusion A simple-to-use nomogram containing 6 routinely detected variables was developed for predicting LLV occurrence in PLWH after ART.
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Affiliation(s)
- Wenhui Zhang
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
- Department of Nursing, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jinchuan Shi
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Ying Wang
- Medical Laboratory, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Er Li
- Department of Nursing, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Dingyan Yan
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
- Department of Nursing, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Zhongdong Zhang
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Mingli Zhu
- Medical Laboratory, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jianhua Yu
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yi Wang
- Department of Infection, Hangzhou Xixi Hospital, Zhejiang Chinese Medical University, Hangzhou, China
- Clinical Research Laboratory, Hangzhou Xixi Hospital, Zhejiang University of Traditional Chinese Medicine, Hangzhou, China
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Esteban-Cantos A, Montejano R, Pinto-Martínez A, Rodríguez-Centeno J, Pulido F, Arribas JR. Non-suppressible viraemia during HIV-1 therapy: a challenge for clinicians. Lancet HIV 2024; 11:e333-e340. [PMID: 38604202 DOI: 10.1016/s2352-3018(24)00063-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/04/2024] [Accepted: 03/08/2024] [Indexed: 04/13/2024]
Abstract
In individuals receiving antiretroviral therapy (ART), persistent low-level viraemia not attributed to suboptimal ART adherence, detrimental pharmacological interactions, or drug resistance is referred to as non-suppressible viraemia (NSV). This Review presents recent findings in the virological characterisation of NSV, revealing that it consists of one or a few identical populations of plasma viruses without signs of evolution. This finding suggests that NSV originates from virus production by expanded HIV-infected cell clones, reflecting the persistence of the HIV reservoir despite ART. We discuss knowledge gaps regarding the management and the clinical consequences of NSV. The prevalence of NSV remains to be precisely determined and there is very little understanding of its effects on virological failure, HIV transmission, secondary inflammation, morbidity, and mortality. This issue, along with the absence of specific recommendations for the management of NSV in HIV clinical guidelines, underscores the complexities involved in treating individuals with NSV.
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Affiliation(s)
- Andrés Esteban-Cantos
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Rocío Montejano
- Internal Medical Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Adriana Pinto-Martínez
- HIV Unit, Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Javier Rodríguez-Centeno
- HIV/AIDS and Infectious Diseases Research Group, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Federico Pulido
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; HIV Unit, Internal Medicine Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - José R Arribas
- Internal Medical Service, Hospital Universitario La Paz-IdiPAZ, Madrid, Spain; CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
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Congedo P, Sedile R, Guido M, Banchelli F, Zizza A. Detectable Virological Load and Associated Factors among People Living with HIV on Antiretroviral Treatment: A Retrospective Study. Pathogens 2024; 13:359. [PMID: 38787211 PMCID: PMC11124327 DOI: 10.3390/pathogens13050359] [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: 03/06/2024] [Revised: 04/19/2024] [Accepted: 04/26/2024] [Indexed: 05/25/2024] Open
Abstract
The complete and prolonged suppression of viral load is the primary objective of HAART in people living with HIV. Some people may experience therapeutic failure, while others may achieve virological suppression but are unable to maintain it, developing persistent or single detection of low-level viremia. This study aims to evaluate the determinants of a detectable viral load among patients on HAART to identify and address them promptly. In this retrospective study, all patients referring to the Infectious Disease Operative Unit of the Vito Fazzi Hospital in Lecce, Puglia, older than 18 years, receiving HAART for at least 12 months as of 30 June 2022, were included. For each patient, demographic characteristics such as age, sex, educational level, stable relationship, cohabitation, employment status, and information relating to habits and lifestyles such as physical activity, use of drugs, and substances or supplements for sport, abuse of alcohol, and smoking were collected. Degree of comorbidity was quantified according to the Charlson Comorbidity Index, and the presence of obesity and the COVID-19 infection was also considered. Univariable and multivariable logistic regression models were used to assess the association between patients' characteristics and the outcome. In the multivariable logistic regression model, the odds were lower for the duration of therapy (OR: 0.96; p = 0.0397), prescriber's perception of adherence to therapy (OR: 0.50; p < 0.0001), and Nadir CD4+ T-cell count (OR: 0.85; p = 0.0329), and higher for the presence of AIDS (OR: 1.89; p = 0.0423) and COVID-19 (OR: 2.31; p = 0.0182). Our findings support the early initiation of HAART to achieve virological suppression. Additionally, measures to improve adherence to therapy should be adopted to ensure better outcomes for patients.
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Affiliation(s)
| | - Raffaella Sedile
- Institute of Clinical Physiology, National Research Council, 73100 Lecce, Italy; (R.S.); (A.Z.)
| | - Marcello Guido
- Laboratory of Hygiene, Department of Biological and Environmental Sciences and Technologies, University of Salento, 73100 Lecce, Italy
| | - Federico Banchelli
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, 41100 Modena, Italy;
| | - Antonella Zizza
- Institute of Clinical Physiology, National Research Council, 73100 Lecce, Italy; (R.S.); (A.Z.)
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Shi J, Ying G, Zheng R, Zhang Z. Clinical significance and management of low-level HIV viremia in the era of integrase strand transfer inhibitors. HIV Med 2024; 25:361-369. [PMID: 37990782 DOI: 10.1111/hiv.13585] [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: 08/03/2023] [Accepted: 11/05/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND People living with HIV (PLWH) and receiving antiretroviral therapy (ART) have a goal of achieving and maintaining viral suppression; however, the existence of PLWH that show events of low-level viremia (LLV) between 50 and 1000 copies/mL and with different virological consequences have been observed. Moreover, some reports indicate that LLV status can lead to residual immune activation and inflammation, leading to a higher occurrence of non-AIDS-defining events (nADEs) and other adverse clinical outcomes. Until now, however, published data have shown controversial results that hinder understanding of this phenomenon's actual cause(s) and origin(s). Integrase strand transfer inhibitors (INSTIs)-based therapies could lead to lower LLV over time and, therefore, more effective virological control. OBJECTIVES This review aims to assess recent findings to provide a view of the clinical significance and management of low-level HIV viremia in the era of INSTIs.
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Affiliation(s)
- Jinchuan Shi
- Affiliated Hangzhou Xixi Hospital Zhejiang University School of Medicine, Hangzhou, PR China
| | - Gaoxiang Ying
- Affiliated Hangzhou Xixi Hospital Zhejiang University School of Medicine, Hangzhou, PR China
| | - Rongrong Zheng
- Affiliated Hangzhou Xixi Hospital Zhejiang University School of Medicine, Hangzhou, PR China
| | - Zhongdong Zhang
- Affiliated Hangzhou Xixi Hospital Zhejiang University School of Medicine, Hangzhou, PR China
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Basso M, Battagin G, Nicolè S, Rossi MC, Colombo F, Pirola N, Baratti S, Storato S, Giovagnorio F, Malagnino V, Alessio G, Vinci A, Maurici M, Sarmati L, Parisi SG. Predicting Factors of Plasma HIV RNA Undetectability after Switching to Co-Formulated Bictegravir, Emtricitabine, and Tenofovir Alafenamide in Experienced HIV-1 Patients: A Multicenter Study. Viruses 2023; 15:1727. [PMID: 37632071 PMCID: PMC10458950 DOI: 10.3390/v15081727] [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: 07/09/2023] [Revised: 08/01/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
Switching to bictegravir, emtricitabine, and tenofovir alafenamide (BIC/FTC/TAF) from other antiretroviral regimens is safe and effective for virologically suppressed people living with HIV (PLWH). The term virological suppression includes both low but detectable HIV viremia and undetectable HIV viremia, and the latter is possibly associated with a lower immune activation state. Herein, we describe a 24-month follow-up of experienced PLWH with plasma HIV RNA undetectable or detectable < 50 copies/ml switching to BIC/FTC/TAF. A previous 12-month monitoring was available, and the factors correlated with treatment efficacy. This retrospective multicenter study included PLWH who switched to BIC/FTC/TAF in the period of 2019-2022, and who were HBsAg and HCV RNA negative. The follow-up study times were 6 (T6), 12 (T12), 18 (T18), and 24 (T24) months after the switch (T0). Survival analysis with multiple-failure-per-subject design, Kaplan-Meier survival estimates, multivariate analysis of variance, multilevel linear regression, and a hierarchical ordered logistic model were applied. A total of 329 PLWH had plasma HIV RNA which was either undetectable or detectable at <50 copies/mL at T0, and 197 responded to all inclusion criteria: M/F 140/57; the median CD4+ cell count was 677 cells/mm3; and HIV RNA at T0 was undetectable in 108 patients. Most of the 197 patients (122, 61.9%) were on a previous INSTI-based regimen. HIV RNA undetectability was more frequent at each follow-up point in patients with HIV RNA that was undetectable at T0, and it showed a higher frequency throughout the follow-up period in patients with always-undetectable HIV RNA in the 12 months before the switch. A higher nadir CD4 cell count had a predictive role, and HBcAb positivity had no influence. In conclusion, the switch could be programmed and possibly delayed on a case-by-case basis in order to achieve persistent plasma HIV RNA undetectability. Undiagnosed loss of HBcAb has no detrimental consequences on the response to BIC/FTC/TAF.
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Affiliation(s)
- Monica Basso
- Department of Molecular Medicine, University of Padova, Via Gabelli, 63, 35100 Padova, Italy; (M.B.); (F.C.); (N.P.); (F.G.)
| | - Giuliana Battagin
- Infectious Diseases Unit, Vicenza Hospital, 36100 Vicenza, Italy; (G.B.); (S.N.)
| | - Stefano Nicolè
- Infectious Diseases Unit, Vicenza Hospital, 36100 Vicenza, Italy; (G.B.); (S.N.)
| | | | - Francesco Colombo
- Department of Molecular Medicine, University of Padova, Via Gabelli, 63, 35100 Padova, Italy; (M.B.); (F.C.); (N.P.); (F.G.)
| | - Nicole Pirola
- Department of Molecular Medicine, University of Padova, Via Gabelli, 63, 35100 Padova, Italy; (M.B.); (F.C.); (N.P.); (F.G.)
| | - Stefano Baratti
- Infectious Diseases Unit, Venezia Hospital, 30122 Venezia, Italy; (S.B.); (S.S.)
| | - Silvia Storato
- Infectious Diseases Unit, Venezia Hospital, 30122 Venezia, Italy; (S.B.); (S.S.)
| | - Federico Giovagnorio
- Department of Molecular Medicine, University of Padova, Via Gabelli, 63, 35100 Padova, Italy; (M.B.); (F.C.); (N.P.); (F.G.)
| | - Vincenzo Malagnino
- Infectious Disease Unit, Department of System Medicine, Tor Vergata University and Hospital, 00133 Rome, Italy; (V.M.); (G.A.); (L.S.)
| | - Grazia Alessio
- Infectious Disease Unit, Department of System Medicine, Tor Vergata University and Hospital, 00133 Rome, Italy; (V.M.); (G.A.); (L.S.)
| | - Antonio Vinci
- Doctoral School in Nursing Science and Public Health, University of Rome “Tor Vergata”, 00133 Rome, Italy;
| | - Massimo Maurici
- Department of Biomedicine and Prevention, University of Rome “Tor Vergata”, 00133 Rome, Italy;
| | - Loredana Sarmati
- Infectious Disease Unit, Department of System Medicine, Tor Vergata University and Hospital, 00133 Rome, Italy; (V.M.); (G.A.); (L.S.)
| | - Saverio Giuseppe Parisi
- Department of Molecular Medicine, University of Padova, Via Gabelli, 63, 35100 Padova, Italy; (M.B.); (F.C.); (N.P.); (F.G.)
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