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1.
bioRxiv ; 2023 Aug 15.
Article in English | MEDLINE | ID: mdl-37645835

ABSTRACT

The circulation of cerebrospinal fluid (CSF) is essential for maintaining brain homeostasis and clearance, and impairments in its flow can lead to various brain disorders. Recent studies have shown that CSF circulation can be interrogated using low b-value diffusion magnetic resonance imaging (low-b dMRI). Nevertheless, the spatial organization of intracranial CSF flow dynamics remains largely elusive. Here, we developed a whole-brain voxel-based analysis framework, termed CSF pseudo-diffusion spatial statistics (CΨSS), to examine CSF mean pseudo-diffusivity (MΨ), a measure of CSF flow magnitude derived from low-b dMRI. We showed that intracranial CSF MΨ demonstrates characteristic covariance patterns by employing seed-based correlation analysis. Importantly, we applied non-negative matrix factorization analysis to further elucidate the covariance patterns of CSF MΨ in a hypothesis-free, data-driven way. We identified distinct CSF spaces that consistently displayed unique pseudo-diffusion characteristics across multiple imaging datasets. Our study revealed that age, sex, brain atrophy, ventricular anatomy, and cerebral perfusion differentially influence MΨ across these CSF spaces. Notably, individuals with anomalous CSF flow patterns displayed incidental findings on multimodal neuroradiological examinations. Our work sets forth a new paradigm to study CSF flow, with potential applications in clinical settings.

2.
Nat Biomed Eng ; 6(2): 157-167, 2022 02.
Article in English | MEDLINE | ID: mdl-35190679

ABSTRACT

Systemically delivered lipid nanoparticles are preferentially taken up by hepatocytes. This hinders the development of effective, non-viral means of editing genes in tissues other than the liver. Here we show that lipid-nanoparticle-mediated gene editing in the lung and spleen of adult mice can be enhanced by reducing Cas9-mediated insertions and deletions in hepatocytes via oligonucleotides disrupting the secondary structure of single-guide RNAs (sgRNAs) and also via their combination with short interfering RNA (siRNA) targeting Cas9 messenger RNA (mRNA). In SpCas9 mice with acute lung inflammation, the systemic delivery of an oligonucleotide inhibiting an sgRNA targeting the intercellular adhesion molecule 2 (ICAM-2), followed by the delivery of the sgRNA, reduced the fraction of ICAM-2 indels in hepatocytes and increased that in lung endothelial cells. In wild-type mice, the lipid-nanoparticle-mediated delivery of an inhibitory oligonucleotide, followed by the delivery of Cas9-degrading siRNA and then by Cas9 mRNA and sgRNA, reduced the fraction of ICAM-2 indels in hepatocytes but not in splenic endothelial cells. Inhibitory oligonucleotides and siRNAs could be used to modulate the cell-type specificity of Cas9 therapies.


Subject(s)
Gene Editing , Nanoparticles , Animals , Antigens, CD , CRISPR-Cas Systems , Cell Adhesion Molecules/genetics , Endothelial Cells , Lipids/chemistry , Liposomes , Liver , Lung , Mice , Nanoparticles/chemistry , Spleen
3.
Mol Ther ; 28(3): 805-819, 2020 03 04.
Article in English | MEDLINE | ID: mdl-31995741

ABSTRACT

There is a clear need for low-cost, self-applied, long-lasting approaches to prevent human immunodeficiency virus (HIV) infection in both men and women, even with the advent of pre-exposure prophylaxis (PrEP). Broadly neutralizing antibodies represent an option to improve HIV prophylaxis, but intravenous delivery, cold-chain stability requirements, low cervicovaginal concentrations, and cost may preclude their use. Here, we present an approach to express the anti-GP120 broadly neutralizing antibody PGT121 in the primary site of inoculation, the female reproductive tract, using synthetic mRNA. Expression is achieved through aerosol delivery of unformulated mRNA in water. We demonstrated high levels of antibody expression for over 28 days with a single mRNA administration in the reproductive tract of sheep. In rhesus macaques, neutralizing antibody titers in secretions developed within 4 h and simian-HIV (SHIV) infection of ex vivo explants was prevented. Persistence of PGT121 in vaginal secretions and epithelium was achieved through the incorporation of a glycosylphosphatidylinositol (GPI) anchor into the heavy chain of the antibody. Overall, we present a new paradigm to deliver neutralizing antibodies to the female reproductive tract for the prevention of HIV infections.


Subject(s)
Broadly Neutralizing Antibodies/immunology , Gene Expression , HIV Antibodies/immunology , Mucous Membrane/immunology , Mucous Membrane/metabolism , RNA, Messenger/administration & dosage , Vagina , AIDS Vaccines/administration & dosage , AIDS Vaccines/genetics , AIDS Vaccines/immunology , Aerosols , Animals , Chlorocebus aethiops , Female , Fluorescent Antibody Technique , HIV Infections/immunology , HIV-1/immunology , Mice , Neutralization Tests , RNA, Messenger/chemical synthesis , Sheep , Simian Acquired Immunodeficiency Syndrome/immunology , Simian Immunodeficiency Virus/immunology , Vagina/immunology , Vagina/metabolism , Vero Cells
4.
Nat Biomed Eng ; 3(5): 371-380, 2019 05.
Article in English | MEDLINE | ID: mdl-30936432

ABSTRACT

Visualization of the spatio-temporal trafficking of vaccines after their delivery would help evaluate the efficacy of candidate formulations and aid their rational design for preclinical and translational studies. Here, we show that a dual radionuclide-near-infrared probe allows for quantitative, longitudinal and non-invasive monitoring, via positron emission tomography-computed tomography and near-infrared imaging of cynomolgus macaques, of the trafficking dynamics to draining lymph nodes of a model messenger RNA vaccine labelled with the probe. After intramuscular administration of the vaccine to the monkeys, we observed the dynamics of the mRNA vaccine at the injection site and in the draining lymph nodes, performed cellular analyses of the involved tissues using flow cytometry and identified through immunofluorescence that professional antigen-presenting cells are the primary cells containing the injected mRNA and encoding the antigen. This approach may reveal spatio-temporal determinants of vaccine efficacy in preclinical and translational studies employing large mammals.


Subject(s)
Gene Transfer Techniques , Positron Emission Tomography Computed Tomography , RNA, Messenger/administration & dosage , Spectroscopy, Near-Infrared , Vaccines/administration & dosage , Animals , Antigen-Presenting Cells/metabolism , Copper Radioisotopes/chemistry , HeLa Cells , Humans , Lymph Nodes/diagnostic imaging , Macaca fascicularis , Male , Muscles/metabolism
5.
Nat Commun ; 9(1): 3999, 2018 10 01.
Article in English | MEDLINE | ID: mdl-30275522

ABSTRACT

The lung is a critical prophylaxis target for clinically important infectious agents, including human respiratory syncytial virus (RSV) and influenza. Here, we develop a modular, synthetic mRNA-based approach to express neutralizing antibodies directly in the lung via aerosol, to prevent RSV infections. First, we express palivizumab, which reduces RSV F copies by 90.8%. Second, we express engineered, membrane-anchored palivizumab, which prevents detectable infection in transfected cells, reducing in vitro titer and in vivo RSV F copies by 99.7% and 89.6%, respectively. Finally, we express an anchored or secreted high-affinity, anti-RSV F, camelid antibody (RSV aVHH and sVHH). We demonstrate that RSV aVHH, but not RSV sVHH, significantly inhibits RSV 7 days post transfection, and we show that RSV aVHH is present in the lung for at least 28 days. Overall, our data suggests that expressing membrane-anchored broadly neutralizing antibodies in the lungs could potentially be a promising pulmonary prophylaxis approach.


Subject(s)
Antibodies, Neutralizing/immunology , Antiviral Agents/administration & dosage , Palivizumab/immunology , RNA, Messenger/administration & dosage , Respiratory Syncytial Virus Infections/prevention & control , Respiratory Syncytial Virus, Human/immunology , Animals , Antibodies, Neutralizing/genetics , Antibodies, Neutralizing/metabolism , Antiviral Agents/immunology , Cell Line , Cell Membrane/metabolism , Female , Humans , Lung/metabolism , Mice , Mice, Inbred BALB C , Palivizumab/genetics , Palivizumab/metabolism , Pre-Exposure Prophylaxis , RNA, Messenger/genetics , RNA, Messenger/immunology , Respiratory Syncytial Virus Infections/immunology , Respiratory Syncytial Virus Infections/virology , Viral Fusion Proteins/immunology
6.
Bioconjug Chem ; 29(9): 3072-3083, 2018 09 19.
Article in English | MEDLINE | ID: mdl-30067354

ABSTRACT

In vitro transcribed (IVT) mRNA is an appealing platform for next generation vaccines, as it can be manufactured rapidly at large scale to meet emerging pathogens. However, its performance as a robust vaccine is strengthened by supplemental immune stimulation, which is typically provided by adjuvant formulations that facilitate delivery and stimulate immune responses. Here, we present a strategy for increasing translation of a model IVT mRNA vaccine while simultaneously modulating its immune-stimulatory properties in a programmable fashion, without relying on delivery vehicle formulations. Substitution of uridine with the modified base N1-methylpseudouridine reduces the intrinsic immune stimulation of the IVT mRNA and enhances antigen translation. Tethering adjuvants to naked IVT mRNA through antisense nucleotides boosts the immunostimulatory properties of adjuvants in vitro, without impairing transgene production or adjuvant activity. In vivo, intramuscular injection of tethered IVT mRNA-TLR7 agonists leads to enhanced local immune responses, and to antigen-specific cell-mediated and humoral responses. We believe this system represents a potential platform compatible with any adjuvant of interest to enable specific programmable stimulation of immune responses.


Subject(s)
Immunity, Innate/drug effects , RNA, Messenger/genetics , Vaccines, Synthetic/pharmacology , Animals , Antibody Formation , Immunity, Cellular , Injections, Intramuscular , Mice , RAW 264.7 Cells , Transcription, Genetic , Vaccines, Synthetic/administration & dosage
7.
J Neural Eng ; 8(3): 036013, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21508491

ABSTRACT

Brain-machine interfaces (BMIs) use signals from the brain to control a device such as a computer cursor. Various types of signals have been used as BMI inputs, from single-unit action potentials to scalp potentials. Recently, intermediate-level signals such as subdural field potentials have also shown promise. These different signal types are likely to provide different amounts of information, but we do not yet know what signal types are necessary to enable a particular BMI function, such as identification of reach target location, control of a two-dimensional cursor or the dynamics of limb movement. Here we evaluated the performance of field potentials, measured either intracortically (local field potentials, LFPs) or epidurally (epidural field potential, EFPs), in terms of the ability to decode reach direction. We trained rats to move a joystick with their forepaw to control the motion of a sipper tube to one of the four targets in two dimensions. We decoded the forelimb reach direction from the field potentials using linear discriminant analysis. We achieved a mean accuracy of 69 ± 3% with EFPs and 57 ± 2% with LFPs, both much better than chance. Signal quality remained good up to 13 months after implantation. This suggests that using epidural signals could provide BMI inputs of high quality with less risk to the patient than using intracortical recordings.


Subject(s)
Algorithms , Electroencephalography/methods , Evoked Potentials, Motor/physiology , Forelimb/physiology , Motor Cortex/physiology , Movement/physiology , Somatosensory Cortex/physiology , Animals , Dura Mater/physiology , Evoked Potentials, Somatosensory/physiology , Rats
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