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1.
Proc Natl Acad Sci U S A ; 120(43): e2219801120, 2023 Oct 24.
Article in English | MEDLINE | ID: mdl-37862381

ABSTRACT

Senescent cells are beneficial for repairing acute tissue damage, but they are harmful when they accumulate in tissues, as occurs with advancing age. Senescence-associated extracellular vesicles (S-EVs) can mediate cell-to-cell communication and export intracellular content to the microenvironment of aging tissues. Here, we studied the uptake of EVs from senescent cells (S-EVs) and proliferating cells (P-EVs) and found that P-EVs were readily taken up by proliferating cells (fibroblasts and cervical cancer cells) while S-EVs were not. We thus investigated the surface proteome (surfaceome) of P-EVs relative to S-EVs derived from cells that had reached senescence via replicative exhaustion, exposure to ionizing radiation, or treatment with etoposide. We found that relative to P-EVs, S-EVs from all senescence models were enriched in proteins DPP4, ANXA1, ANXA6, S10AB, AT1A1, and EPHB2. Among them, DPP4 was found to selectively prevent uptake by proliferating cells, as ectopic overexpression of DPP4 in HeLa cells rendered DPP4-expressing EVs that were no longer taken up by other proliferating cells. We propose that DPP4 on the surface of S-EVs makes these EVs refractory to internalization by proliferating cells, advancing our knowledge of the impact of senescent cells in aging-associated processes.


Subject(s)
Cellular Senescence , Extracellular Vesicles , Humans , Dipeptidyl Peptidase 4/genetics , Dipeptidyl Peptidase 4/metabolism , HeLa Cells , Extracellular Vesicles/metabolism , Aging
2.
EMBO J ; 40(8): e105492, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33709510

ABSTRACT

Cells release diverse types of extracellular vesicles (EVs), which transfer complex signals to surrounding cells. Specific markers to distinguish different EVs (e.g. exosomes, ectosomes, enveloped viruses like HIV) are still lacking. We have developed a proteomic profiling approach for characterizing EV subtype composition and applied it to human Jurkat T cells. We generated an interactive database to define groups of proteins with similar profiles, suggesting release in similar EVs. Biochemical validation confirmed the presence of preferred partners of commonly used exosome markers in EVs: CD81/ADAM10/ITGB1, and CD63/syntenin. We then compared EVs from control and HIV-1-infected cells. HIV infection altered EV profiles of several cellular proteins, including MOV10 and SPN, which became incorporated into HIV virions, and SERINC3, which was re-routed to non-viral EVs in a Nef-dependent manner. Furthermore, we found that SERINC3 controls the surface composition of EVs. Our workflow provides an unbiased approach for identifying candidate markers and potential regulators of EV subtypes. It can be widely applied to in vitro experimental systems for investigating physiological or pathological modifications of EV release.


Subject(s)
Extracellular Vesicles/metabolism , HIV Infections/metabolism , Proteome/metabolism , Cells, Cultured , HEK293 Cells , HIV-1 , Humans , Jurkat Cells , Leukosialin/metabolism , Membrane Glycoproteins/metabolism , RNA Helicases/metabolism
3.
J Neuroinflammation ; 21(1): 154, 2024 Jun 08.
Article in English | MEDLINE | ID: mdl-38851724

ABSTRACT

Extracellular vesicles (EVs) are released by all cells, can cross the blood-brain barrier, and have been shown to play an important role in cellular communication, substance shuttling, and immune modulation. In recent years EVs have shifted into focus in multiple sclerosis (MS) research as potential plasma biomarkers and therapeutic vehicles. Yet little is known about the disease-associated changes in EVs in the central nervous system (CNS). To address this gap, we characterized the physical and proteomic changes of mouse spinal cord-derived EVs before and at 16 and 25 days after the induction of experimental autoimmune encephalomyelitis (EAE), a neuroinflammatory model of MS. Using various bioinformatic tools, we found changes in inflammatory, glial, and synaptic proteins and pathways, as well as a shift in the predicted contribution of immune and glial cell types over time. These results show that EVs provide snapshots of crucial disease processes such as CNS-compartmentalized inflammation, re/de-myelination, and synaptic pathology, and might also mediate these processes. Additionally, inflammatory plasma EV biomarkers previously identified in people with MS were also altered in EAE spinal cord EVs, suggesting commonalities of EV-related pathological processes during EAE and MS and overlap of EV proteomic changes between CNS and circulating EVs.


Subject(s)
Encephalomyelitis, Autoimmune, Experimental , Extracellular Vesicles , Mice, Inbred C57BL , Spinal Cord , Extracellular Vesicles/metabolism , Animals , Spinal Cord/metabolism , Spinal Cord/pathology , Mice , Encephalomyelitis, Autoimmune, Experimental/metabolism , Encephalomyelitis, Autoimmune, Experimental/pathology , Female , Neuroinflammatory Diseases/metabolism , Neuroinflammatory Diseases/pathology , Proteomics
4.
J Infect Dis ; 2023 Dec 11.
Article in English | MEDLINE | ID: mdl-38079216

ABSTRACT

INTRODUCTION: Brain tissue-derived extracellular vesicles (bdEVs) act locally in the central nervous system (CNS) and may indicate molecular mechanisms in HIV CNS pathology. Using brain homogenate (BH) and bdEVs from a simian immunodeficiency virus (SIV) model of HIV disease, we identified RNA networks in SIV infection and neuroinflammation. METHODS: Postmortem occipital cortex samples were obtained from uninfected controls and SIV-infected subjects (acute and chronic phases with or without CNS pathology (SIV encephalitis). bdEVs were separated and characterized per international consensus guidelines. RNAs from bdEVs and BH were sequenced and qPCR-amplified to detect levels of small RNAs (sRNAs, including microRNAs (miRNAs)) and longer RNAs including messenger RNAs (mRNAs) and circular RNAs (circRNAs). RESULTS: Dysregulated RNAs in BH and bdEVs were identified in acute and chronic infection with pathology groups, including mRNAs, miRNAs, and circRNAs. Most dysregulated mRNAs in bdEVs reflected dysregulation in source BH. These mRNAs are disproportionately involved in inflammation and immune responses. Based on target prediction, several circRNAs that were differentially abundant in source tissue might be responsible for specific differences in sRNA levels in bdEVs during SIV infection. CONCLUSIONS: RNA profiling of bdEVs and source tissues reveals potential regulatory networks in SIV infection and SIV-related CNS pathology.

5.
Int J Mol Sci ; 24(5)2023 Feb 24.
Article in English | MEDLINE | ID: mdl-36901936

ABSTRACT

Hypoxia, or low oxygen tension, is frequently found in highly proliferative solid tumors such as anaplastic thyroid carcinoma (ATC) and is believed to promote resistance to chemotherapy and radiation. Identifying hypoxic cells for targeted therapy may thus be an effective approach to treating aggressive cancers. Here, we explore the potential of the well-known hypoxia-responsive microRNA (miRNA) miR-210-3p as a cellular and extracellular biological marker of hypoxia. We compare miRNA expression across several ATC and papillary thyroid cancer (PTC) cell lines. In the ATC cell line SW1736, miR-210-3p expression levels indicate hypoxia during exposure to low oxygen conditions (2% O2). Furthermore, when released by SW1736 cells into the extracellular space, miR-210-3p is associated with RNA carriers such as extracellular vesicles (EVs) and Argonaute-2 (AGO2), making it a potential extracellular marker for hypoxia.


Subject(s)
Argonaute Proteins , Extracellular Vesicles , MicroRNAs , Thyroid Carcinoma, Anaplastic , Thyroid Neoplasms , Humans , Cell Line, Tumor , Extracellular Vesicles/metabolism , Gene Expression Regulation, Neoplastic , Hypoxia/genetics , MicroRNAs/genetics , Oxygen/metabolism , Thyroid Carcinoma, Anaplastic/pathology , Thyroid Neoplasms/metabolism
6.
Neurobiol Dis ; 169: 105734, 2022 07.
Article in English | MEDLINE | ID: mdl-35462006

ABSTRACT

People living with HIV (PLH) have significantly higher rates of cognitive impairment (CI) and major depressive disorder (MDD) versus the general population. The enzyme neutral sphingomyelinase 2 (nSMase2) is involved in the biogenesis of ceramide and extracellular vesicles (EVs), both of which are dysregulated in PLH, CI, and MDD. Here we evaluated EcoHIV-infected mice for behavioral abnormalities relevant to depression and cognition deficits, and assessed the behavioral and biochemical effects of nSMase2 inhibition. Mice were infected with EcoHIV and daily treatment with either vehicle or the nSMase2 inhibitor (R)-(1-(3-(3,4-dimethoxyphenyl)-2,6-dimethylimidazo[1,2-b]pyridazin-8-yl)pyrrolidin-3-yl)-carbamate (PDDC) began 3 weeks post-infection. After 2 weeks of treatment, mice were subjected to behavior tests. EcoHIV-infected mice exhibited behavioral abnormalities relevant to MDD and CI that were reversed by PDDC treatment. EcoHIV infection significantly increased cortical brain nSMase2 activity, resulting in trend changes in sphingomyelin and ceramide levels that were normalized by PDDC treatment. EcoHIV-infected mice also exhibited increased levels of brain-derived EVs and altered microRNA cargo, including miR-183-5p, miR-200c-3p, miR-200b-3p, and miR-429-3p, known to be associated with MDD and CI; all were normalized by PDDC. In conclusion, inhibition of nSMase2 represents a possible new therapeutic strategy for the treatment of HIV-associated CI and MDD.


Subject(s)
Depressive Disorder, Major , Extracellular Vesicles , HIV Infections , MicroRNAs , Animals , Ceramides , HIV Infections/complications , HIV Infections/drug therapy , Humans , Mice , MicroRNAs/genetics , MicroRNAs/pharmacology , Sphingomyelin Phosphodiesterase/genetics
7.
Am J Physiol Heart Circ Physiol ; 320(5): H1749-H1761, 2021 05 01.
Article in English | MEDLINE | ID: mdl-33666501

ABSTRACT

Extracellular vesicles (EVs) are nanosized lipid bilayer-delimited particles released from cells that mediate intercellular communications and play a pivotal role in various physiological and pathological processes. Subtypes of EVs may include plasma membrane ectosomes or microvesicles and endosomal origin exosomes, although functional distinctions remain unclear. EVs carry cargo proteins, nucleic acids (RNA and DNA), lipids, and metabolites. By presenting or transferring this cargo to recipient cells, EVs can trigger cellular responses. We summarize contemporary understanding of EV biogenesis, composition, and function, with an emphasis on the role of EVs in the cardiovascular system. In addition, we outline the functional relevance of EVs in cardiovascular pathophysiology, further highlighting their potential for diagnostic and therapeutic applications.


Subject(s)
Cardiovascular Diseases/metabolism , Cardiovascular System/metabolism , Extracellular Vesicles/metabolism , Animals , Biological Transport , Cardiovascular Diseases/pathology , Cardiovascular Diseases/physiopathology , Cardiovascular Diseases/surgery , Cardiovascular System/pathology , Cardiovascular System/physiopathology , Cell Communication , Extracellular Vesicles/genetics , Extracellular Vesicles/pathology , Extracellular Vesicles/transplantation , Humans , Signal Transduction , Stem Cell Transplantation
8.
Cytotherapy ; 23(5): 373-380, 2021 05.
Article in English | MEDLINE | ID: mdl-33934807

ABSTRACT

Mesenchymal stromal/stem cells (MSCs) have been widely tested against many diseases, with more than 1000 registered clinical trials worldwide. Despite many setbacks, MSCs have been approved for the treatment of graft-versus-host disease and Crohn disease. However, it is increasingly clear that MSCs exert their therapeutic functions in a paracrine manner through the secretion of small extracellular vesicles (sEVs) of 50-200 nm in diameter. Unlike living cells that can persist long-term, sEVs are non-living and non-replicative and have a transient presence in the body. Their small size also renders sEV preparations highly amenable to sterilization by filtration. Together, acellular MSC-sEV preparations are potentially safer and easier to translate into the clinic than cellular MSC products. Nevertheless, there are inherent challenges in the development of MSC-sEV drug products. MSC-sEVs are products of living cells, and living cells are sensitive to changes in the external microenvironment. Consequently, quality control metrics to measure key identity and potency features of MSC-sEV preparations have to be specified during development of MSC-sEV therapeutics. The authors have previously described quantifiable assays to define the identity of MSC-sEVs. Here the authors discuss requirements for prospective potency assays to predict the therapeutic effectiveness of the drug substance in accordance with International Council for Harmonisation of Technical Requirements for Pharmaceuticals for Human Use guidelines. Although potency assays should ideally reflect the mechanism of action (MoA), this is challenging because the MoA for the reported efficacy of MSC-sEV preparations against multiple diseases of diverse underlying pathology is likely to be complex and different for each disease and difficult to fully elucidate. Nevertheless, robust potency assays could be developed by identifying the EV attribute most relevant to the intended biological activity in EV-mediated therapy and quantifying the EV attribute. Specifically, the authors highlight challenges and mitigation measures to enhance the manufacture of consistent and reproducibly potent sEV preparations, to identify and select the appropriate EV attribute for potency assays despite a complex "work-in-progress" MoA and to develop assays likely to be compliant with regulatory guidance for assay validation.


Subject(s)
Extracellular Vesicles , Graft vs Host Disease , Mesenchymal Stem Cells , Humans , Prospective Studies
9.
Stem Cells ; 37(6): 779-790, 2019 06.
Article in English | MEDLINE | ID: mdl-30811771

ABSTRACT

Extracellular vesicles (EVs), including exosomes and microvesicles, mediate intercellular communications and exert various biological activities via delivering unique cargos of functional molecules such as RNAs and proteins to recipient cells. Previous studies showed that EVs produced and secreted by human mesenchymal stem cells (MSCs) can substitute intact MSCs for tissue repair and regeneration. In this study, we examined properties and functions of EVs from human induced pluripotent stem cells (iPSCs) that can be cultured infinitely under a chemically defined medium free of any exogenous EVs. We collected and purified EVs secreted by human iPSCs and MSCs. Purified EVs produced by both stem cell types have similar sizes (∼150 nm in diameter), but human iPSCs produced 16-fold more EVs than MSCs. When highly purified iPSC-EVs were applied in culture to senescent MSCs that have elevated reactive oxygen species (ROS), human iPSC-EVs reduced cellular ROS levels and alleviated aging phenotypes of senescent MSCs. Our discovery reveals that EVs from human stem cells can alleviate cellular aging in culture, at least in part by delivering intracellular peroxiredoxin antioxidant enzymes. Stem Cells 2019;37:779-790.


Subject(s)
Cellular Senescence/genetics , Extracellular Vesicles/chemistry , Induced Pluripotent Stem Cells/metabolism , Mesenchymal Stem Cells/metabolism , Peroxiredoxins/genetics , Antioxidants/metabolism , Biological Transport , Cell Communication , Extracellular Vesicles/metabolism , Gene Expression , Genetic Vectors/chemistry , Genetic Vectors/metabolism , Humans , Induced Pluripotent Stem Cells/cytology , Lamin Type A/genetics , Lamin Type A/metabolism , Lentivirus/genetics , Lentivirus/metabolism , Mesenchymal Stem Cells/cytology , Peroxiredoxins/metabolism , Phenotype , Primary Cell Culture , Reactive Oxygen Species/metabolism , Transduction, Genetic , Transgenes
10.
Cytotherapy ; 22(9): 482-485, 2020 09.
Article in English | MEDLINE | ID: mdl-32425691

ABSTRACT

STATEMENT: The International Society for Cellular and Gene Therapies (ISCT) and the International Society for Extracellular Vesicles (ISEV) recognize the potential of extracellular vesicles (EVs, including exosomes) from mesenchymal stromal cells (MSCs) and possibly other cell sources as treatments for COVID-19. Research and trials in this area are encouraged. However, ISEV and ISCT do not currently endorse the use of EVs or exosomes for any purpose in COVID-19, including but not limited to reducing cytokine storm, exerting regenerative effects or delivering drugs, pending the generation of appropriate manufacturing and quality control provisions, pre-clinical safety and efficacy data, rational clinical trial design and proper regulatory oversight.


Subject(s)
Extracellular Vesicles , Mesenchymal Stem Cells/cytology , Coronavirus Infections/drug therapy , Coronavirus Infections/immunology , Exosomes/transplantation , Extracellular Vesicles/transplantation , Humans , Societies, Scientific , COVID-19 Drug Treatment
12.
J Eukaryot Microbiol ; 66(4): 545-552, 2019 07.
Article in English | MEDLINE | ID: mdl-30341793

ABSTRACT

Pathogenicity, evolutionary history, and unusual cell organization of diplomonads are well known, particularly for Giardia and Spironucleus; however, behavior of these aerotolerant anaerobes is largely unknown. Addressing this deficit, we studied behavior of the piscine diplomonad Spironucleus vortens (ATCC 50386) in in vitro culture. Spironucleus vortens trophozoites from Angelfish, Pterophyllum scalare, were maintained axenically in modified liver digest, yeast extract, and iron (LYI) medium, at 22 °C in the dark, and subcultured weekly. Cultures were monitored every 1-2 d, by removing an aliquot, and loading cells into a hemocytometer chamber, or onto a regular microscope slide. We observed three distinct swimming behaviors: (i) spontaneous formation of swarms, reaching 200 µm in diameter, persisting for up to several min in situ, (ii) directional movement of the swarm, via collective motility, and (iii) independent swimming of trophozoites to form a band (aggregation), presumably at the location of optimal environmental conditions. These behaviors have not previously been reported in Spironucleus. The observation that flagellate motility can change, from individual self-propulsion to complex collective swarming motility, prompts us to advocate S. vortens as a new model for study of group behavioral dynamics, complementing emerging studies of collective swimming in flagellated bacteria.


Subject(s)
Cichlids , Diplomonadida/physiology , Fish Diseases/parasitology , Protozoan Infections, Animal/parasitology , Animals , Diplomonadida/growth & development , Trophozoites/growth & development , Trophozoites/physiology
13.
J Neurovirol ; 24(2): 204-212, 2018 04.
Article in English | MEDLINE | ID: mdl-28975505

ABSTRACT

Simian immunodeficiency virus (SIV) infection of pigtailed macaques is a highly representative and well-characterized animal model for HIV neuropathogenesis studies that provides an excellent opportunity to study and develop prognostic markers of HIV-associated neurocognitive disorders (HAND) for HIV-infected individuals. SIV studies can be performed in a controlled setting that enhances reproducibility and offers high-translational value. Similar to observations in HIV-infected patients receiving antiretroviral therapy (ART), ongoing neurodegeneration and inflammation are present in SIV-infected pigtailed macaques treated with suppressive ART. By developing quantitative viral outgrowth assays that measure both CD4+ T cells and macrophages harboring replication competent SIV as well as a highly sensitive mouse-based viral outgrowth assay, we have positioned the SIV/pigtailed macaque model to advance our understanding of latent cellular reservoirs, including potential CNS reservoirs, to promote HIV cure. In addition to contributing to our understanding of the pathogenesis of HAND, the SIV/pigtailed macaque model also provides an excellent opportunity to test innovative approaches to eliminate the latent HIV reservoir in the brain.


Subject(s)
Antiviral Agents/pharmacology , Central Nervous System/drug effects , Cognitive Dysfunction/drug therapy , Disease Models, Animal , Simian Immunodeficiency Virus/drug effects , Virus Latency/drug effects , AIDS Dementia Complex/drug therapy , AIDS Dementia Complex/immunology , AIDS Dementia Complex/physiopathology , AIDS Dementia Complex/virology , Animals , Antiretroviral Therapy, Highly Active , Central Nervous System/virology , Cognitive Dysfunction/immunology , Cognitive Dysfunction/physiopathology , Cognitive Dysfunction/virology , Humans , Macaca nemestrina , Macrophages/drug effects , Macrophages/immunology , Macrophages/virology , Simian Acquired Immunodeficiency Syndrome/drug therapy , Simian Acquired Immunodeficiency Syndrome/immunology , Simian Acquired Immunodeficiency Syndrome/physiopathology , Simian Acquired Immunodeficiency Syndrome/virology , Simian Immunodeficiency Virus/pathogenicity , Simian Immunodeficiency Virus/physiology , T-Lymphocytes/drug effects , T-Lymphocytes/immunology , T-Lymphocytes/virology , Viral Load/drug effects , Virus Latency/physiology
14.
Respir Res ; 19(1): 104, 2018 05 29.
Article in English | MEDLINE | ID: mdl-29843724

ABSTRACT

BACKGROUND: Silicosis is an occupational disease that affects workers who inhale silica particles, leading to extensive lung fibrosis and ultimately causing respiratory failure. Mesenchymal stromal cells (MSCs) have been shown to exert therapeutic effects in lung diseases and represent an alternative treatment for silicosis. Recently, it has been suggested that similar effects can be achieved by the therapeutic use of extracellular vesicles (EVs) obtained from MSCs. The aim of this study was to investigate the effects of adipose-tissue-derived MSCs (AD-MSCs) or their EVs in a model of silicosis. METHODS: Silicosis was induced by intratracheal instillation of silica in C57BL/6 mice. After the onset of disease, animals received saline, AD-MSCs, or EVs, intratracheally. RESULTS: At day 30, AD-MSCs and EVs led to a reduction in collagen fiber content, size of granuloma, and in the number of macrophages inside granuloma and in the alveolar septa. In addition, the expression levels of interleukin 1ß and transforming growth factor beta in the lungs were decreased. Higher dose of EVs also reduced lung static elastance when compared with the untreated silicosis group. CONCLUSIONS: Both AD-MSCs and EVs, locally delivered, ameliorated fibrosis and inflammation, but dose-enhanced EVs yielded better therapeutic outcomes in this model of silicosis.


Subject(s)
Adipose Tissue/transplantation , Disease Models, Animal , Extracellular Vesicles/transplantation , Mesenchymal Stem Cell Transplantation/methods , Silicon Dioxide/toxicity , Silicosis/therapy , Adipose Tissue/cytology , Animals , Female , Mesenchymal Stem Cells , Mice , Mice, Inbred C57BL , Silicosis/pathology , Treatment Outcome
16.
J Neurovirol ; 23(6): 935-940, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29147885

ABSTRACT

Despite the success of combination antiretroviral therapy (cART), there is increased prevalence of HIV-associated neurocognitive disorders (HAND) in HIV-1-infected individuals on cART, which poses a major health care challenge. Adding further complexity to this long-term antiretroviral use is the comorbidity with drugs of abuse such as morphine, cocaine, and methamphetamine, which can in turn, exacerbate neurologic and cognitive deficits associated with HAND. Furthermore, HIV proteins, such as the transactivator of transcription (Tat) and the envelope protein (gp120), as well as antiretrovirals themselves can also contribute to the progression of neurodegeneration underlying HAND. In the field of NeuroHIV and drug addiction, EVs hold the potential to serve as biomarkers of cognitive dysfunction, targets of therapy, and as vehicles for therapeutic delivery of agents that can ameliorate disease pathogenesis. Based on the success of a previous Satellite Symposium in 2015 at the ISEV meeting in Washington, experts again expanded on their latest research findings in the field, shedding light on the emerging trends in the field of Extracellular Vesicle (EV) biology in NeuroHIV and drug abuse. The satellite symposium sought to align experts in the fields of NeuroHIV and drug abuse to share their latest insights on the role of EVs in regulating neuroinflammation, neurodegeneration, peripheral immune response, and HIV latency in HIV-infected individuals with or without the comorbidity of drug abuse.


Subject(s)
AIDS Dementia Complex/therapy , Anti-HIV Agents/therapeutic use , Drug Carriers/therapeutic use , Extracellular Vesicles/metabolism , HIV/drug effects , Substance-Related Disorders/therapy , AIDS Dementia Complex/complications , AIDS Dementia Complex/immunology , AIDS Dementia Complex/virology , Anti-HIV Agents/metabolism , Biomarkers/metabolism , Cocaine/administration & dosage , Drug Carriers/metabolism , Extracellular Vesicles/immunology , Extracellular Vesicles/transplantation , Gene Expression , HIV/genetics , HIV/metabolism , HIV/pathogenicity , HIV Envelope Protein gp120/genetics , HIV Envelope Protein gp120/immunology , Humans , Methamphetamine/administration & dosage , Morphine/administration & dosage , Substance-Related Disorders/complications , Substance-Related Disorders/immunology , Substance-Related Disorders/virology , tat Gene Products, Human Immunodeficiency Virus/genetics , tat Gene Products, Human Immunodeficiency Virus/immunology
17.
J Neurovirol ; 23(4): 577-586, 2017 08.
Article in English | MEDLINE | ID: mdl-28512685

ABSTRACT

Understanding HIV-1 replication and latency in different reservoirs is an ongoing challenge in the care of patients with HIV/AIDS. A mathematical model was created to describe and predict the viral dynamics of HIV-1 and SIV infection within the brain during effective combination antiretroviral therapy (cART). The mathematical model was formulated based on the biology of lentiviral infection of brain macrophages and used to describe the dynamics of transmission and progression of lentiviral infection in brain. Based on previous reports quantifying total viral DNA levels in brain from HIV-1 and SIV infections, estimates of integrated proviral DNA burden were made, which were used to calibrate the mathematical model predicting viral accrual in brain macrophages from primary infection. The annual rate at which susceptible brain macrophages become HIV-1 infected was estimated to be 2.90×10-7-4.87×10-6 per year for cART-treated HIV/AIDS patients without comorbid neurological disorders. The transmission rate for SIV infection among untreated macaques was estimated to be 5.30×10-6-1.37×10-5 per year. An improvement in cART effectiveness (1.6-48%) would suppress HIV-1 infection in patients without neurological disorders. Among patients with advanced disease, a substantial improvement in cART effectiveness (70%) would eradicate HIV-1 provirus from the brain within 3-32 (interquartile range 3-9) years in patients without neurological disorders, whereas 4-51 (interquartile range 4-16) years of efficacious cART would be required for HIV/AIDS patients with comorbid neurological disorders. HIV-1 and SIV provirus burdens in the brain increase over time. A moderately efficacious antiretroviral therapy regimen could eradicate HIV-1 infection in the brain that was dependent on brain macrophage lifespan and the presence of neurological comorbidity.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Infections/drug therapy , Models, Statistical , Simian Acquired Immunodeficiency Syndrome/drug therapy , Animals , Antiretroviral Therapy, Highly Active , Brain/drug effects , Brain/virology , Disease Eradication/statistics & numerical data , HIV Infections/virology , HIV-1/drug effects , HIV-1/growth & development , Humans , Macaca mulatta , Simian Acquired Immunodeficiency Syndrome/virology , Simian Immunodeficiency Virus/drug effects , Simian Immunodeficiency Virus/growth & development , Viral Load/drug effects
18.
Mol Ther ; 29(5): 1664-1665, 2021 05 05.
Article in English | MEDLINE | ID: mdl-33891862
19.
Nucleic Acids Res ; 43(11): 5601-16, 2015 Jun 23.
Article in English | MEDLINE | ID: mdl-25940616

ABSTRACT

Intercellular communication can be mediated by extracellular small regulatory RNAs (sRNAs). Circulating sRNAs are being intensively studied for their promising use as minimally invasive disease biomarkers. To date, most attention is centered on exosomes and microRNAs as the vectors and the secreted species, respectively. However, this field would benefit from an increased understanding of the plethora of sRNAs secreted by different cell types in different extracellular fractions. It is still not clear if specific sRNAs are selected for secretion, or if sRNA secretion is mostly passive. We sequenced the intracellular sRNA content (19-60 nt) of breast epithelial cell lines (MCF-7 and MCF-10A) and compared it with extracellular fractions enriched in microvesicles, exosomes and ribonucleoprotein complexes. Our results are consistent with a non-selective secretion model for most microRNAs, although a few showed secretion patterns consistent with preferential secretion. On the contrary, 5' tRNA halves and 5' RNA Y4-derived fragments of 31-33 were greatly and significantly enriched in the extracellular space (even in non-mammary cell lines), where tRNA halves were detected as part of ∼45 kDa ribonucleoprotein complexes. Overall, we show that different sRNA families have characteristic secretion patterns and open the question of the role of these sRNAs in the extracellular space.


Subject(s)
Breast Neoplasms/genetics , Extracellular Space/genetics , RNA, Small Untranslated/metabolism , Breast Neoplasms/metabolism , Cell Line, Tumor , Female , High-Throughput Nucleotide Sequencing , Humans , MCF-7 Cells , MicroRNAs/metabolism , RNA, Small Untranslated/analysis , RNA, Transfer, Glu/isolation & purification , RNA, Transfer, Gly/isolation & purification , Ribonucleoproteins/isolation & purification , Sequence Analysis, RNA , Transport Vesicles/metabolism , Transport Vesicles/ultrastructure
20.
BMC Bioinformatics ; 17: 138, 2016 Mar 22.
Article in English | MEDLINE | ID: mdl-27000067

ABSTRACT

BACKGROUND: Several techniques have been tailored to the quantification of microRNA expression, including hybridization arrays, quantitative PCR (qPCR), and high-throughput sequencing. Each of these has certain strengths and limitations depending both on the technology itself and the algorithm used to convert raw data into expression estimates. Reliable quantification of microRNA expression is challenging in part due to the relatively low abundance and short length of the miRNAs. While substantial research has been devoted to the development of methods to quantify mRNA expression, relatively little effort has been spent on microRNA expression. RESULTS: In this work, we focus on the Life Technologies TaqMan OpenArray(Ⓡ) system, a qPCR-based platform to measure microRNA expression. Several algorithms currently exist to estimate expression from the raw amplification data produced by qPCR-based technologies. To assess and compare the performance of these methods, we performed a set of dilution/mixture experiments to create a benchmark data set. We also developed a suite of statistical assessments that evaluate many different aspects of performance: accuracy, precision, titration response, number of complete features, limit of detection, and data quality. The benchmark data and software are freely available via two R/Bioconductor packages, miRcomp and miRcompData. Finally, we demonstrate use of our software by comparing two widely used algorithms and providing assessments for four other algorithms. CONCLUSIONS: Benchmark data sets and software are crucial tools for the assessment and comparison of competing algorithms. We believe that the miRcomp and miRcompData packages will facilitate the development of new methodology for microRNA expression estimation.


Subject(s)
MicroRNAs/analysis , Real-Time Polymerase Chain Reaction/methods , Software , Algorithms , Benchmarking , Humans , Limit of Detection , MicroRNAs/metabolism
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