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Toledo T, Castro T, Oliveira VG, Veloso VG, Grinsztejn B, Cardoso SW, Torres TS, Estrela R. Pharmacokinetics of Antiretroviral Drugs in Older People Living with HIV: A Systematic Review. Clin Pharmacokinet 2023; 62:1219-1230. [PMID: 37561283 DOI: 10.1007/s40262-023-01291-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/20/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND AND OBJECTIVE The life expectancy of people living with HIV (PLWHIV) has significantly improved in recent decades, mostly due to antiretroviral (ARV) therapy. Aging can affect the pharmacokinetics of drugs and, as a consequence, increase the risk of drug interactions and toxicity that may impact treatment. The aim of this study was to carry out a systematic review of the literature on the effect of aging on ARV pharmacokinetics. METHODS Searches were performed in the BVS, EMBASE and PUBMED databases until November 2022. All studies available in English, Spanish and Portuguese investigating the pharmacokinetics of ARV approved by the US Food and Drug Administration (FDA) from 2005 to 2020 were selected. Peer-reviewed publications were included if they met all criteria: adults (≥ 18 years of age) living with or without HIV; report any pharmacokinetic parameter or plasma concentration of at least one of the following ARVs: tenofovir alafenamide fumarate (TAF); doravirine (DOR), rilpivirine (RIL) and etravirine (ETR); darunavir (DRV), tipranavir (TPV) and fostemsavir (FTR); dolutegravir (DTG), raltegravir (RAL), bictegravir (BIC) and elvitegravir (EVG); maraviroc (MVC); ibalizumab (IBA); cobicistat (COBI). Pharmacokinetic parameters were reported stratified per age group: young adults (aged 18-49 years) or older (age ≥ 50 years) and all studies were evaluated for quality. The review protocol was registered in the PROSPERO database (registration number CRD42021236432). RESULTS Among 97 studies included, 20 reported pharmacokinetic evaluation in older individuals (age ≥ 50 years). Twenty five percent of the articles were phase I randomized clinical trials with HIV-negative participants and non-compartmental pharmacokinetic analysis presenting the parameters area under the curve (AUC) and peak drug concentration (Cmax). Seven age-stratified studies evaluated BIC, ETR, DRV, DTG, DOR and RAL. We found publications with discordant results for ETR and DTG pharmacokinetics in different age groups. DRV exposure was highly variable but modestly increased in aging PLWHIV. In contrast, no influence of age on BIC, DOR and RAL exposure was observed. A variability in pharmacokinetic parameters could be observed for the other ARVs (TAF and MVC) in different age groups. CONCLUSION Exposure to DRV increases modestly with age, while exposure to BIC, DOR and RAL appears to be unaffected by age. As the available evidence to confirm a potential effect of aging on ARV pharmacokinetics is limited, further studies are necessary.
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Affiliation(s)
- Thainá Toledo
- Sérgio Arouca National School of Public Health, ENSP Fiocruz, Rio de Janeiro, RJ, Brazil
| | - Thales Castro
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil
| | - Vanessa G Oliveira
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil
| | | | - Beatriz Grinsztejn
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil
| | - Sandra Wagner Cardoso
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil
| | - Thiago S Torres
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil
| | - Rita Estrela
- Sérgio Arouca National School of Public Health, ENSP Fiocruz, Rio de Janeiro, RJ, Brazil.
- Evandro Chagas National Institute of Infectious Diseases, INI Fiocruz, Rio de Janeiro, Brazil.
- Faculty of Pharmacy, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil.
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Focà E, Calcagno A, Calza S, Renzetti S, Chiesa A, Siano M, De Socio G, Piconi S, Orofino G, Madeddu G, Cattelan AM, Nozza S, Ferrara M, Milic J, Celesia BM, Castelli F, Guaraldi G. Durability of Integrase STrand Inhibitor (InSTI)-based regimen in geriatric people living with HIV in the GEPPO cohort. PLoS One 2021; 16:e0258533. [PMID: 34644336 PMCID: PMC8513889 DOI: 10.1371/journal.pone.0258533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 09/29/2021] [Indexed: 11/22/2022] Open
Abstract
OBJECTIVE To investigate the durability of the first integrase inhibitor-based regimen in a HIV geriatric multicentric prospective cohort and to explore the reasons of regimen discontinuation. DESIGN This is an analysis conducted on the Geriatric Patients Living with HIV/AIDS (GEPPO) cohort, an Italian prospective observational multicentre cohort of people living with HIV with 65 years of age or more. METHODS The analysis was performed using R (version 4.0.2). The tests performed were two sided assuming a 5% significance level (Kruskal-Wallis test, Chi-squared test, log-rank test and a Cox Proportional Hazard model). The proportion of participants discontinuing the three regimens was displayed using cumulative curves. RESULTS Among 1531 patients enrolled between 2017 and 2019 in the GEPPO cohort, we included 822 participants in this analysis. At baseline, median age was 69.8, the immunovirological profile good, multimorbidity was present in 42.3% of participants, while 27.4% were on polypharmacy. Overall, 483, 243 and 96 participants received DTG, RAL and EVG/c respectively as first InSTI. At the end of the follow up 6.4%, 21.1% and 22.9% participants discontinued DTG, RAL and EVG/c respectively. Using a log-rank test, EVG showed a significantly lower durability than DTG (p<0.001) or RAL (p 0.05) or both, DTG and RAL (p<0.001). Among participants who discontinued their regimen we found 0 virological failure and 56.7% simplification/deprescription. CONCLUSIONS The three integrase inhibitors considered showed a good durability and no virological failures in geriatric patients such as those enrolled in the GEPPO cohort when used in a two or three drug regimen.
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Affiliation(s)
- Emanuele Focà
- Department of Infectious and Tropical Diseases, University of Brescia and ASST Spedali Civili Hospital, Brescia, Italy
| | - Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Stefano Calza
- Unit of Biostatistics and Bioinformatics, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- BDbiomed lab, University of Brescia, Brescia, Italy
| | - Stefano Renzetti
- Unit of Biostatistics and Bioinformatics, Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
- BDbiomed lab, University of Brescia, Brescia, Italy
| | - Annacarla Chiesa
- Department of Infectious and Tropical Diseases, University of Brescia and ASST Spedali Civili Hospital, Brescia, Italy
| | - Matteo Siano
- 3rd Division of Infectious Diseases, University of Milano, L. Sacco Hospital, Milano, Italy
| | - Giuseppe De Socio
- Department of Infectious Diseases, Azienda Ospedaliero-Universitaria di Perugia, Perugia, Italy
| | - Stefania Piconi
- 1st Division of Infectious Diseases Unit, University of Milano, L. Sacco Hospital, Milano, Italy
| | - Giancarlo Orofino
- Unit of Infectious Diseases, ’Divisione A’, Amedeo di Savoia Hospital, ASLTO2, Torino, Italy
| | - Giordano Madeddu
- Unit of Infectious and Tropical Diseases, Department of Medical, Surgical and Experimental Sciences, University of Sassari, Sassari, Italy
| | - Anna Maria Cattelan
- Unit of Infectious Diseases, Department of Internal Medicine, Azienda Ospedaliero-Universitaria di Padova, Padova, Italy
| | - Silvia Nozza
- Department of Infectious Diseases, San Raffaele Scientific Institute, Milano, Italy
| | - Micol Ferrara
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Jovana Milic
- Department of Mother, Child and Adult Medicine and Surgical Science, Infectious Disease Clinic, University of Modena and Reggio Emilia, Modena, Italy
| | - Benedetto Maurizio Celesia
- Division of Infectious Diseases, Department of Clinical and Molecular Biomedicine, University of Catania, ARNAS Garibaldi, Catania, Italy
| | - Francesco Castelli
- Department of Infectious and Tropical Diseases, University of Brescia and ASST Spedali Civili Hospital, Brescia, Italy
| | - Giovanni Guaraldi
- Department of Mother, Child and Adult Medicine and Surgical Science, Infectious Disease Clinic, University of Modena and Reggio Emilia, Modena, Italy
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Dolutegravir is not associated with weight gain in antiretroviral therapy experienced geriatric patients living with HIV. AIDS 2021; 35:939-945. [PMID: 33635844 PMCID: PMC9904432 DOI: 10.1097/qad.0000000000002853] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The aim of this study was to explore weight gain in people with HIV (PWH) at least 65 years of age who switch to a DTG based regimen (DTG-s) vs. remaining INSTI-naive (INSTI-n) on stable ART. METHODS This was a longitudinal prospective study of PWH from the GEPPO cohort. At the beginning of the observational period, participants were INSTI-naives (INSTI-n). During follow-up, they were divided in two groups: INSTI-n vs. dolutegravir-switchers (DTG-s) with no further change in ART. Body weight was assessed at baseline and at last follow-up visit. Significant weight gain was defined as an increase at least 5% of baseline weight from the first to the last visit. ART regimens were collected at each patients' visit. Kaplan--Meier curves were drawn to assess time to reach a weight gain more than 5%. RESULTS Out of 568 PWH (83.1% men, median age 69.5 years), 427 (75%) were INSTI-n and 141 (25%) DTG-s. After an average follow-up of 2.6 (±0.8) years, no significant change in body weight was observed both among INSTI-n [delta weight = 0.02 (±7.5), P = 0.633] and DTG-s [delta weight = -0.04 (±5.2), P = 0.755]. Weight gain was also not significantly different between study groups (9.3% in INSTI-n and 15.1% in DTG-S: P = 0.175). No significant differences in time to achieve a weight gain greater or equal than 5% of baseline weight emerged in INSTI-n vs. DTG-s (P = 0.93), two-drug regimens (2DR) vs. three-drug regimens (3DR) (P = 0.56) or TAF vs. TDF (P = 0.56). CONCLUSION Results from a large Italian cohort did not show a significant weight gain associated with switch to DTG in PWH 65 years of age or older. This finding emerged also when comparing 3DR vs. 2DR and TAF exposed and unexposed geriatric PWH.
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Calcagno A, Trunfio M, D'Avolio A, Di Perri G, Bonora S. The impact of age on antiretroviral drug pharmacokinetics in the treatment of adults living with HIV. Expert Opin Drug Metab Toxicol 2021; 17:665-676. [PMID: 33913394 DOI: 10.1080/17425255.2021.1915285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
INTRODUCTION People living with HIV (PLWH) are aging and will receive life-long treatment: despite substantial improvement in drug efficacy and tolerability, side effects still occur and they can blunt antiretroviral treatment effectiveness. Since age may affect drug exposure and may be associated with side-effects we aimed at reviewing available data on the effect of age on antiretrovirals' pharmacokinetics in adult patients. AREAS COVERED We searched public databases and major conference proceedings for data on age and pharmacokinetics/pharmacodynamics in PLWH. We limited our review to currently used drugs and focused on population pharmacokinetics and physiologically-based pharmacokinetic modeling studies. EXPERT OPINION Available evidence of a potential detrimental effect in elderly PLWH is limited by study design and small sample sizes. Careful consideration of undoubtful benefits and potential harms is advised when prescribing ARVs to geriatric patients and the knowledge of pharmacokinetics changes need to be included in the process. With the 'greying' of the pandemic we need studies with a specific focus on geriatric patients living with HIV that will consider specific phenotypes and associated changes (including sarcopenia).
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Affiliation(s)
- Andrea Calcagno
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Mattia Trunfio
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Antonio D'Avolio
- Laboratory and Clinical Pharmacology and Pharmacogenetics, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Giovanni Di Perri
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
| | - Stefano Bonora
- Unit of Infectious Diseases, Department of Medical Sciences, University of Torino, Torino, Italy
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Abstract
Objective: The Rotterdam Healthy Aging Score (HAS) is a validated multidimensional index constructed from five health domains. We describe the HAS distribution in a cohort of HIV-positive adults and correlate it with health outcomes. Design: A cross-sectional pilot study of 101 adults aged at least 40 years, on suppressive antiretroviral therapy attending a tertiary HIV clinic in Toronto, Canada. Methods: Participants completed questionnaires to calculate their HAS (range 0–14). Demographics, HAS and sub-scores were compared by age and sex. The HAS was compared with results of the Fried Frailty Score, Short Performance Physical Battery score (SPPB) and measures of health utilization. Kruskal--Wallis Rank-Sum and Fisher's exact tests were used for all comparisons. Results: Median (IQR) age was 56 (50--62), 81 (80%) men and 50 (50%) born in Canada. Median (IQR) CD4+ cell count was 574 (417--794) cells/μl. Median (IQR) HAS was 12 (10--13) with 39 (39%) achieving a score more than 12 (considered healthy aging). Younger participants experienced more depression, whereas women had greater pain. The HAS score correlated with the Fried Frailty Score (P = 0.008) and trended with the SPPB Score (P = 0.077). Those with the poorest HAS scores were more likely to have been hospitalized in the preceding 6 months (P = 0.034). Conclusion: The HAS ranged from 5 to 14 in this cohort of older HIV adults with 39% attaining scores in the ‘healthy’ range. The HAS correlated with measures of physical performance and health utilization. Further validation of an objective outcome in HIV-positive patients will facilitate evaluation of interventional studies to improve healthy aging.
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Elderly HIV-positive women: A gender-based analysis from the Multicenter Italian "GEPPO" Cohort. PLoS One 2019; 14:e0222225. [PMID: 31622347 PMCID: PMC6797206 DOI: 10.1371/journal.pone.0222225] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Accepted: 08/23/2019] [Indexed: 12/19/2022] Open
Abstract
Background HIV-positive patients are facing age-and disease-related comorbidities. Since gender differences in viro-immunological, clinical and therapeutic features have been described, aim of this analysis was to explore such differences in elderly HIV-positive females compared to males coming from the same cohort. Design Cross-sectional study. Setting Ten Infectious Diseases Center participating to a new multicenter Italian geriatric Cohort aiming at describing health transition over time in HIV-positive individuals. Participants HIV-positive patients aged ≥65 years old. Measurements We recorded clinical, viro-immunological and therapeutical data. Results We included 210 women (17%) out of 1237 patients. Compared to males, elderly females were less likely to present a HIV-RNA <50 copies/mL (74.3% vs. 81.8%, OR 0.64, 95%CI 0.44–0.93); they showed higher CD4+/CD8+ ratio (p = 0.016). Combined antiretroviral therapy (cART) strategies were similar between genders (p>0.05), although women were less likely to be treated with protease Inhibitors (PIs) (p = 0.05); specifically, in triple-drug regimens females received less PIs (28% vs 38% p = 0.022) and more integrase inhibitors (30% vs. 20% p = 0.012). Bone disease was more common in females (p<0.001) while males presented more frequently cardiovascular disease (CVD) (p<0.001). In females with bone disease, PIs and boosted regimens (38% vs. 53.7% p = 0.026 and 30.4 vs 44.0% p = 0.048 respectively) were prescribed less frequently. Polypharmacy was common and similar in both genders (20% vs. 22.8%, p = >0.05). A higher use of lipid-lowering drugs (20.5% vs. 14.8%, p = 0.04) was observed in females and yet they were less likely to receive anti-thrombotic agents (18.6% vs. 26.3%, p = 0.019) even when CVD was recorded (57.1% vs. 83.1%, p = 0.018). In multivariate analysis, we found that female gender was independently associated with a higher CD4+/CD8+ ratio but not with virological suppression Conclusions Elderly HIV-positive women display a worse virologic response despite a better immune reconstitution compared to males. The burden of comorbidities as well as the medications received (including cART) may slightly differ according to gender. Our data suggest that more efforts and focused interventions are needed in this population.
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Milic J, Russwurm M, Cerezales Calvino A, Brañas F, Sánchez-Conde M, Guaraldi G. European cohorts of older HIV adults: POPPY, AGEhIV, GEPPO, COBRA and FUNCFRAIL. Eur Geriatr Med 2019; 10:247-257. [DOI: 10.1007/s41999-019-00170-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Accepted: 01/24/2019] [Indexed: 12/13/2022]
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Li Y, Nouraie SM, Kessinger C, Weinman R, Huang L, Greenblatt RM, Kleerup E, Kingsley L, McMahon D, Fitzpatrick M, Morris A. Factors Associated With Progression of Lung Function Abnormalities in HIV-Infected Individuals. J Acquir Immune Defic Syndr 2018; 79:501-509. [PMID: 30142142 PMCID: PMC6203646 DOI: 10.1097/qai.0000000000001840] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND HIV is an independent risk factor for chronic obstructive pulmonary disease; however, baseline risk factors for lung function decline remain largely unknown in this population. METHODS HIV-infected participants in the Pittsburgh Lung HIV Cohort with at least 3 pulmonary function measurements between 2007 and 2016 were included. Pulmonary function testing including postbronchodilator (BD) spirometry and diffusion capacity for carbon monoxide (DLco) was performed every 18 months. We used a mixed-effect linear model to evaluate factors associated with pulmonary function testing and DLco decline and logistic regression models to evaluate factors associated with rapid FEV1 decline (defined as >80 mL per year) and any DLco decline. RESULTS Two hundred eighty-five HIV-infected participants were included. Median baseline CD4 cell count was 521 cells per micro liter, 61.9% had an undetectable HIV viral load at baseline, and 78.5% were receiving ART. Approximately 20% of participants met Global Initiative for Chronic Obstructive Lung Disease (GOLD) criteria for a diagnosis of chronic obstructive pulmonary disease at baseline. Older age and baseline GOLD stage 1 compared with stage 0 were associated with faster decline in post-BD FEV1%, whereas female sex was associated with slower decline. Similarly, female sex was associated with slower decline in DLco%. HIV-related factors including CD4 cell count, viral load, and ART use were not significantly associated with pulmonary function decline. CONCLUSIONS Older age, male sex, and higher baseline GOLD stage were associated with more rapid post-BD FEV1% decline in HIV-infected individuals.
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Affiliation(s)
- Yijia Li
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Seyed Mehdi Nouraie
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Cathy Kessinger
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Renee Weinman
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Laurence Huang
- Department of Medicine, School of Medicine, University of California, San Francisco, CA
| | - Ruth M. Greenblatt
- Departments of Clinical Pharmacy, Epidemiology, Biostatistics and Medicine, University of California, San Francisco, CA
| | - Eric Kleerup
- Department of Medicine, University of California, Los Angeles, CA
| | - Lawrence Kingsley
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Deborah McMahon
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Meghan Fitzpatrick
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Alison Morris
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
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Cammarota S, Citarella A, Manzoli L, Flacco ME, Parruti G. Impact of comorbidity on the risk and cost of hospitalization in HIV-infected patients: real-world data from Abruzzo Region. CLINICOECONOMICS AND OUTCOMES RESEARCH 2018; 10:389-398. [PMID: 30087571 PMCID: PMC6061204 DOI: 10.2147/ceor.s162625] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Background Due to the success of antiretroviral therapy, human immunodeficiency virus (HIV) infection has been transformed into a lifelong condition. In Italy, little is known about the impact of comorbidities (CMs) on the risk of hospitalization and related costs for people who live with HIV (PWLHIV). The objective of the study was to quantify the risk of hospitalization and costs associated with CMs in an Italian cohort of PWLHIV. Methods The study population included subjects aged ≥18 years with HIV infection, identified in the Abruzzo’s hospital discharge database among files stored from 2004 until 2013 and then followed up until December 2015. Patients’ CMs (Charlson Comorbidity Index [CCI)] were extracted from International Classification of Diseases, Ninth Revision, Clinical Modification codes in the hospital discharge abstracts. Poisson regression was used to compare the incidence rate of hospital admissions in patients with and without each CM class. Incidence rate ratios (IRRs) with 95% confidence intervals (CIs) were adjusted for age, sex and the other CMs. A generalized linear model under gamma distribution was used to estimate adjusted mean hospital costs. Costs were derived from official Italian Diagnosis-related group (DRG) based reimbursements. Results Among 1,026 HIV patients identified (mean age 47 years), 30% had at least one CM and 14.5% underwent hospital admission during the follow-up period. The risk of acute hospitalization significantly increased among patients with hepatitis C virus (HCV) coinfection (adjusted IRR 1.98; 95% CI: 1.59–2.47), renal (adjusted IRR 2.27; 95% CI: 1.45–3.56), liver (adjusted IRR 2.21; 1.57–3.13) and chronic pulmonary CMs (adjusted IRR 2.31; 1.63–3.32). Adjusted mean hospital costs were €2,494 in patients without CMs and €4,422 and €9,734 in those with CCI=1 or CCI ≥2, respectively. Conclusion The presence of renal, liver and chronic pulmonary CMs, as well as HCV coinfection doubled the risk of hospitalization in the PWLHIV cohort. A CCI ≥2 is associated with a fourfold increase in hospitalization costs. Our study provides new evidence that CMs in PWLHIV increase the risk of hospitalization and local health service facilities.
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Affiliation(s)
- Simona Cammarota
- LinkHealth s.r.l., Health Economics, Outcomes & Epidemiology, Naples, Italy
| | - Anna Citarella
- LinkHealth s.r.l., Health Economics, Outcomes & Epidemiology, Naples, Italy
| | - Lamberto Manzoli
- Department of Medicine Sciences, University of Ferrara, Ferrara, Italy.,Regional Healthcare Agency of Abruzzo, Pescara, Italy
| | | | - Giustino Parruti
- Infectious Diseases Unit, Pescara General Hospital, Pescara, Italy,
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