1
|
miRNA Expression Profiling in Subcutaneous Adipose Tissue of Monozygotic Twins Discordant for HIV Infection: Validation of Differentially Expressed miRNA and Bioinformatic Analysis. Int J Mol Sci 2022; 23:ijms23073486. [PMID: 35408847 PMCID: PMC8998861 DOI: 10.3390/ijms23073486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 03/21/2022] [Accepted: 03/21/2022] [Indexed: 02/04/2023] Open
Abstract
Combined AntiRetroviral Treatments (cARTs) used for HIV infection may result in varied metabolic complications, which in some cases, may be related to patient genetic factors, particularly microRNAs. The use of monozygotic twins, differing only for HIV infection, presents a unique and powerful model for the controlled analysis of potential alterations of miRNAs regulation consequent to cART treatment. Profiling of 2578 mature miRNA in the subcutaneous (SC) adipose tissue and plasma of monozygotic twins was investigated by the GeneChip® miRNA 4.1 array. Real-time PCR and ddPCR experiments were performed in order to validate differentially expressed miRNAs. Target genes of deregulated miRNAs were predicted by the miRDB database (prediction score > 70) and enrichment analysis was carried out with g:Profiler. Processes in SC adipose tissue most greatly affected by miRNA up-regulation included (i) macromolecular metabolic processes, (ii) regulation of neurogenesis, and (iii) protein phosphorylation. Furthermore, KEGG analysis revealed miRNA up-regulation involvement in (i) insulin signaling pathways, (ii) neurotrophin signaling pathways, and (iii) pancreatic cancer. By contrast, miRNA up-regulation in plasma was involved in (i) melanoma, (ii) p53 signaling pathways, and (iii) focal adhesion. Our findings suggest a mechanism that may increase the predisposition of HIV+ patients to insulin resistance and cancer.
Collapse
|
2
|
Barceló C, Guidi M, Thorball CW, Hammer C, Chaouch A, Scherrer AU, Hasse B, Cavassini M, Furrer H, Calmy A, Haubitz S, Bernasconi E, Buclin T, Fellay J, Tarr PE, Csajka C. Impact of Genetic and Nongenetic Factors on Body Mass Index and Waist-Hip Ratio Change in HIV-Infected Individuals Initiating Antiretroviral Therapy. Open Forum Infect Dis 2020; 7:ofz464. [PMID: 31988971 PMCID: PMC6974740 DOI: 10.1093/ofid/ofz464] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 01/20/2020] [Indexed: 12/17/2022] Open
Abstract
Objective There is limited data on abdominal obesity and the influence of genetics on weight change after antiretroviral therapy (ART) initiation. We assessed body mass index (BMI) and waist hip ration (WHR) change over time in the Swiss HIV Cohort study (SHCS). Methods Mixed-effects models characterizing BMI and WHR change over time in 1090 SHCS participants initiating ART between 2005 and 2015 were developed and used to quantify the influence of demographics, clinical factors, and genetic background. Results Individuals with CD4 nadir <100 cells/µL gained 6.4 times more BMI than individuals with ≥200, and 2.8 times more WHR than individuals with ≥100 (P < .001) during the first 1.5 and 2.5 years after ART initiation, respectively. The risk of being overweight or obese after 1.5 years increased with CD4 nadir <100 cells/µL compared to 100–199 (odds ratio [OR], 2.07; 95% confidence interval [CI], 1.63–2.74) and ≥200 (OR, 1.69; 95% CI, 1.26–2.32), persisting after 10 years of ART. The risk of abdominal obesity after 2.5 years increased with CD4 nadir <100 compared to ≥100 (OR, 1.35; 95% CI, 1.17–1.54 [in men]; OR, 1.36; 95% CI, 1.18–1.57 [in women]), persisting after 10 years of ART. No significant differences were found across antiretroviral drug classes or genetic scores. Conclusions The risk of general and abdominal obesity increased with CD4 nadir <100 cells/µL. Based on our results, including the genetic background would not improve obesity predictions in HIV-infected individuals.
Collapse
Affiliation(s)
- Catalina Barceló
- Center for Research and Innovation in Clinical Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Lausanne, Lausanne, Switzerland
| | - Monia Guidi
- Center for Research and Innovation in Clinical Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Lausanne, Lausanne, Switzerland.,Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Christian W Thorball
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Christian Hammer
- Department of Cancer Immunology, Genentech, South San Francisco, CA, USA.,Department of Human Genetics, Genentech, South San Francisco, CA, USA
| | - Aziz Chaouch
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Switzerland
| | | | - Barbara Hasse
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Switzerland
| | - Matthias Cavassini
- Service of Infectious Diseases, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Hansjakob Furrer
- Department of Infectious Diseases, Bern University Hospital, University of Bern, Switzerland
| | - Alexandra Calmy
- Division of Infectious Diseases, HIV/AIDS Unit, Geneva University Hospitals and Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Sebastian Haubitz
- Department of Infectious Diseases and Hospital Hygiene, Kantonsspital Aarau, Switzerland
| | - Enos Bernasconi
- Division of Infectious Diseases, Regional Hospital, Lugano, Switzerland
| | - Thierry Buclin
- Service of Clinical Pharmacology, Lausanne University Hospital and University of Lausanne, Switzerland
| | - Jacques Fellay
- School of Life Sciences, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.,Swiss Institute of Bioinformatics, Lausanne, Switzerland.,Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Philip E Tarr
- University Department of Medicine, Infectious Diseases Service, Kantonsspital Baselland, University of Basel, Switzerland
| | - Chantal Csajka
- Center for Research and Innovation in Clinical Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Lausanne, Lausanne, Switzerland.,School of Pharmaceutical Sciences, Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
| | | |
Collapse
|
3
|
Cusato J, Allegra S, Nicolò AD, Calcagno A, D'Avolio A. Precision medicine for HIV: where are we? Pharmacogenomics 2018; 19:145-165. [DOI: 10.2217/pgs-2017-0123] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
To date, antiretroviral therapy is highly effective in HIV-affected patients, but the individualization of such a life-long therapy may be advised. This review briefly summarizes the main factors involved in the potential personalization of antiretroviral treatment. Relevant articles in English were identified by PubMed and recent congresses’ abstracts. Foremost influences concerning pharmacodynamics, therapeutic drug monitoring, pharmacogenetics, comorbidities, immune recovery and viral characteristics affecting the healthcare of HIV-positive patients are listed here. Furthermore, pharmacoeconomic aspects are mentioned. Applying pharmacokinetic and pharmacogenetic knowledge may be informative and guide the better choice of treatment in order to achieve long-term efficacy and avoid adverse events. Randomized investigations of the clinical relevance of tailored antiretroviral regimens are needed in order to obtain a better management of HIV/AIDS-affected patients.
Collapse
Affiliation(s)
- Jessica Cusato
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Sarah Allegra
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Amedeo De Nicolò
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Andrea Calcagno
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| | - Antonio D'Avolio
- Department of Medical Sciences; University of Turin – ASL ‘Città di Torino’ Laboratory of Clinical Pharmacology and Pharmacogenetics; Amedeo di Savoia Hospital, Turin, Italy
| |
Collapse
|
4
|
Pérez-Matute P, Iñiguez M, Recio-Fernández E, Oteo JA. Deciphering the molecular mechanisms involved in HIV-associated lipoatrophy by transcriptomics: a pilot study. J Physiol Biochem 2017; 73:431-443. [PMID: 28074419 DOI: 10.1007/s13105-016-0547-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 12/26/2016] [Indexed: 01/11/2023]
Abstract
HIV-associated lipoatrophy (LA) has considerable implications for risk of metabolic diseases, quality of life, and adherence to treatments. Although it has decreased in high-income countries, it is still very common in resource-limited countries. Understanding the pathophysiological mechanisms of LA can open the possibility to explore new ways to treat or prevent this condition. To identify new markers for an accurate and quick diagnosis will be also of interest. Thus, we aimed to examine functional classes of genes implicated in LA and to identify potential new markers for an accurate/quick diagnosis of LA and future complications. Eighteen participants were recruited: seven healthy volunteers, five non-LA-HIV patients, and six LA-HIV subjects. Clinical lipoatrophy was considered when changes in fat volume in the cheeks next to the nose, lateral aspect of the face, legs, arms, and buttocks were observed by the physicians. mRNA was isolated from peripheral blood mononuclear cells (PBMCs) to perform a transcriptomic and Gene Ontology analysis. To confirm RNA sequencing results, qPCRs were developed. A total of 55 genes were differentially expressed between LA and non-LA patients. Thirty-seven genes were overexpressed, whereas 18 genes were repressed. Functional analysis showed that overexpressed genes were involved in lymphocyte/neutrophil activation, inflammation, and atherogenesis. Several lymphoma markers and members of the lipocalin and aquaporin families were also found more expressed in LA patients. In contrast, most of the genes found less expressed in LA subjects were involved in angiogenesis and protection against myocardial infarction. Our results demonstrated a distinct transcriptomic signature in PBMCs of LA patients in comparison with non-LA-HIV subjects and, therefore, provided novel insights to the pathogenesis of HIV-associated lipoatrophy. Our study also highlights the potential usage of some of these genes as early markers of future complications.
Collapse
Affiliation(s)
- Patricia Pérez-Matute
- HIV and Associated Metabolic Alterations Unit, Infectious Diseases Department, Center for Biomedical Research of La Rioja (CIBIR)-Hospital San Pedro, Piqueras 98, 26006, Logroño, Spain.
| | - María Iñiguez
- Genomics Core Facility, Center for Biomedical Research of La Rioja (CIBIR), Piqueras 98, 26006, Logroño, Spain
| | - Emma Recio-Fernández
- HIV and Associated Metabolic Alterations Unit, Infectious Diseases Department, Center for Biomedical Research of La Rioja (CIBIR)-Hospital San Pedro, Piqueras 98, 26006, Logroño, Spain
| | - José-Antonio Oteo
- HIV and Associated Metabolic Alterations Unit, Infectious Diseases Department, Center for Biomedical Research of La Rioja (CIBIR)-Hospital San Pedro, Piqueras 98, 26006, Logroño, Spain
| |
Collapse
|
5
|
Papagianni M, Tziomalos K. Obesity in patients with HIV infection: epidemiology, consequences and treatment options. Expert Rev Endocrinol Metab 2016; 11:395-402. [PMID: 30058909 DOI: 10.1080/17446651.2016.1220297] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Even though wasting used to characterize patients with HIV infection prior to the antiretroviral therapy (ART) era, obesity is becoming increasingly prevalent in this population. Areas covered: In the present review, we discuss the epidemiology, consequences and treatment options for obesity in patients with HIV infection. Expert commentary: Obesity exerts a multitude of detrimental cardiometabolic effects and appears to contribute to the increasing cardiovascular mortality of this population. However, there are very limited data on the optimal management of obesity in patients with HIV infection. Given the potential for interactions between antiobesity agents and ART that might compromise viral control, lifestyle changes should represent the cornerstone for the prevention and management of obesity in HIV infection.
Collapse
Affiliation(s)
- Marianthi Papagianni
- a First Propedeutic Department of Internal Medicine, Medical School , Aristotle University of Thessaloniki, AHEPA Hospital , Thessaloniki , Greece
| | - Konstantinos Tziomalos
- a First Propedeutic Department of Internal Medicine, Medical School , Aristotle University of Thessaloniki, AHEPA Hospital , Thessaloniki , Greece
| |
Collapse
|
6
|
Perspectives on pharmacogenomics of antiretroviral medications and HIV-associated comorbidities. Curr Opin HIV AIDS 2015; 10:116-22. [PMID: 25565175 DOI: 10.1097/coh.0000000000000134] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
PURPOSE OF REVIEW To summarize current knowledge and provide perspective on relationships between human genetic variants, antiretroviral medications, and aging-related complications of HIV-1 infection. RECENT FINDINGS Human genetic variants have been convincingly associated with interindividual variability in antiretroviral toxicities, drug disposition, and aging-associated complications in HIV-1 infection. Screening for HLA-B5701 to avoid abacavir hypersensitivity reactions has become a routine part of clinical care, and has markedly improved drug safety. There are well established pharmacogenetic associations with other agents (efavirenz, nevirapine, atazanavir, dolutegravir, and others), but this knowledge has yet to have substantial impact on HIV-1 clinical care. As metabolic complications including diabetes mellitus, dyslipidemia, osteoporosis, and cardiovascular disease are becoming an increasing concern among individuals who are aging with well controlled HIV-1 infection, human genetic variants that predispose to these complications also become more relevant in this population. SUMMARY Pharmacogenetic knowledge has already had considerable impact on antiretroviral prescribing. With continued advances in the field of human genomics, the impact of pharmacogenomics on HIV-1 clinical care and research is likely to continue to grow in importance and scope.
Collapse
|
7
|
Rojas J, Lonca M, Imaz A, Estrada V, Asensi V, Miralles C, Domingo P, Montero M, del Rio L, Fontdevila J, Perez I, Cruceta A, Gatell JM, Arnedo M, Martínez E. Improvement of lipoatrophy by switching from efavirenz to lopinavir/ritonavir. HIV Med 2015; 17:340-9. [PMID: 27089862 DOI: 10.1111/hiv.12314] [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] [Accepted: 07/30/2015] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To assess whether changes in antiretroviral drugs other than thymidine nucleoside reverse transcriptase inhibitors (NRTI) may have a body fat impact in HIV-infected patients with lipoatrophy. METHODS Ninety-six-week phase IV, open-label, multicentre, pilot randomized trial. HIV-infected patients with moderate/severe lipoatrophy at one or more body sites despite long-term thymidine NRTI-free therapy were randomized to continue their efavirenz (EFV)-based antiretroviral regimen or to switch from EFV to lopinavir/ritonavir (LPV/r). The primary endpoint was the absolute change in limb fat mass measured by dual X-ray absorptiometry from baseline to 96 weeks. Changes in other body fat measurements, subjective perception of lipoatrophy, subcutaneous fat gene expression and plasma lipids were also assessed. RESULTS Thirty-three patients (73% men, median age 52 years) were recruited. At 96 weeks, absolute limb fat mass increased in the LPV/r arm vs. the EFV arm (estimated difference +1082.1 g; 95% CI +63.7 to +2103.5; P = 0.04); this difference remained significant after adjustment by gender, age, fat mass, body mass index and CD4 cell count at baseline. Subjective lipoatrophy perception scores also improved in the LPV/r arm relative to the EFV arm. Adipogenesis, glucose and lipid metabolism, and mitochondrial gene expression increased in the LPV/r arm compared with the EFV arm at 96 weeks. HDL cholesterol decreased in the LPV/r arm relative to the EFV arm. CONCLUSIONS Switching from EFV to LPV/r in HIV-infected patients with lipoatrophy may offer further limb fat gain beyond thymidine NRTI discontinuation, although this strategy decreased plasma HDL cholesterol and caused changes in subcutaneous fat gene expression that may be associated with increased insulin resistance.
Collapse
Affiliation(s)
- J Rojas
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - M Lonca
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - A Imaz
- Hospital Universitari de Bellvitge, Universitat de Barcelona, L'Hospitalet de Llobregat, Spain
| | - V Estrada
- Hospital Clínico San Carlos, Universidad Complutense de Madrid, Madrid, Spain
| | - V Asensi
- Hospital Universitario Central de Asturias, Oviedo, Spain
| | - C Miralles
- Complexo Hospitalario Universitario de Vigo, Vigo, Spain
| | - P Domingo
- Hospital de Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - M Montero
- Hospital Universitari i Politècnic La Fe, Valencia, Spain
| | | | - J Fontdevila
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - I Perez
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - A Cruceta
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - J M Gatell
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - M Arnedo
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| | - E Martínez
- Hospital Clínic-IDIBAPS, Universitat de Barcelona, Barcelona, Spain
| |
Collapse
|
8
|
Asensi V, Collazos J, Valle-Garay E. Can antiretroviral therapy be tailored to each human immunodeficiency virus-infected individual? Role of pharmacogenomics. World J Virol 2015; 4:169-177. [PMID: 26279978 PMCID: PMC4534808 DOI: 10.5501/wjv.v4.i3.169] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Revised: 05/07/2015] [Accepted: 06/11/2015] [Indexed: 02/05/2023] Open
Abstract
Pharmacogenetics refers to the effect of single nucleotide polymorphisms (SNPs) within human genes on drug therapy outcome. Its study might help clinicians to increase the efficacy of antiretroviral drugs by improving their pharmacokinetics and pharmacodynamics and by decreasing their side effects. HLAB*5701 genotyping to avoid the abacavir-associated hypersensitivity reaction (HSR) is a cost-effective diagnostic tool, with a 100% of negative predictive value, and, therefore, it has been included in the guidelines for treatment of human immunodeficiency virus (HIV) infection. HALDRB*0101 associates with nevirapine-induced HSR. CYP2B6 SNPs modify efavirenz plasma levels and their genotyping help decreasing its central nervous system, hepatic and HSR toxicities. Cytokines SNPs might influence the development of drug-associated lipodystrophy. APOA5, APOB, APOC3 and APOE SNPs modify lipids plasma levels and might influence the coronary artery disease risk of HIV-infected individuals receiving antiretroviral therapy. UGT1A1*28 and ABCB1 (MDR1) 3435C > T SNPs modify atazanavir plasma levels and enhance hyperbilirubinemia. Much more effort needs to be still devoted to complete large prospective studies with multiple SNPs genotyping in order to reveal more clues about the role played by host genetics in antiretroviral drug efficacy and toxicity.
Collapse
|