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1.
ACS Nano ; 18(9): 7098-7113, 2024 Mar 05.
Article in English | MEDLINE | ID: mdl-38343099

ABSTRACT

Nanoparticles have been employed to elucidate the innate immune cell biology and trace cells accumulating at inflammation sites. Inflammation prompts innate immune cells, the initial responders, to undergo rapid turnover and replenishment within the hematopoietic bone marrow. Yet, we currently lack a precise understanding of how inflammation affects cellular nanoparticle uptake at the level of progenitors of innate immune cells in the hematopoietic marrow. To bridge this gap, we aimed to develop imaging tools to explore the uptake dynamics of fluorescently labeled cross-linked iron oxide nanoparticles in the bone marrow niche under varying degrees of inflammation. The inflammatory models included mice that received intramuscular lipopolysaccharide injections to induce moderate inflammation and streptozotocin-induced diabetic mice with additional intramuscular lipopolysaccharide injections to intensify inflammation. In vivo magnetic resonance imaging (MRI) and fluorescence imaging revealed an elevated level of nanoparticle uptake at the bone marrow as the levels of inflammation increased. The heightened uptake of nanoparticles within the inflamed marrow was attributed to enhanced permeability and retention with increased nanoparticle intake by hematopoietic progenitor cells. Moreover, intravital microscopy showed increased colocalization of nanoparticles within slowly patrolling monocytes in these inflamed hematopoietic marrow niches. Our discoveries unveil a previously unknown role of the inflamed hematopoietic marrow in enhanced storage and rapid deployment of nanoparticles, which can specifically target innate immune cells at their production site during inflammation. These insights underscore the critical function of the hematopoietic bone marrow in distributing iron nanoparticles to innate immune cells during inflammation. Our findings offer diagnostic and prognostic value, identifying the hematopoietic bone marrow as an imaging biomarker for early detection in inflammation imaging, advancing personalized clinical care.


Subject(s)
Diabetes Mellitus, Experimental , Nanoparticles , Animals , Mice , Bone Marrow/diagnostic imaging , Lipopolysaccharides , Diabetes Mellitus, Experimental/pathology , Inflammation/diagnostic imaging , Inflammation/pathology
2.
Artif Intell Med ; 145: 102681, 2023 11.
Article in English | MEDLINE | ID: mdl-37925210

ABSTRACT

Drug combination therapy is a main pillar of cancer therapy. As the number of possible drug candidates for combinations grows, the development of optimal high complexity combination therapies (involving 4 or more drugs per treatment) such as RCHOP-I and FOLFIRINOX becomes increasingly challenging due to combinatorial explosion. In this paper, we propose a text mining (TM) based tool and workflow for rapid generation of high complexity combination treatments (HCCT) in order to extend the boundaries of complexity in cancer treatments. Our primary objectives were: (1) Characterize the existing limitations in combination therapy; (2) Develop and introduce the Plan Builder (PB) to utilize existing literature for drug combination effectively; (3) Evaluate PB's potential in accelerating the development of HCCT plans. Our results demonstrate that researchers and experts using PB are able to create HCCT plans at much greater speed and quality compared to conventional methods. By releasing PB, we hope to enable more researchers to engage with HCCT planning and demonstrate its clinical efficacy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Pancreatic Neoplasms , Humans , Drug Combinations , Data Mining/methods
3.
J Control Release ; 360: 418-432, 2023 08.
Article in English | MEDLINE | ID: mdl-37406821

ABSTRACT

Combination therapy is widely used in cancer medicine due to the benefits of drug synergy and the reduction of acquired resistance. To minimize emergent toxicities, nanomedicines containing drug combinations are being developed, and they have shown encouraging results. However, developing multi-drug loaded nanoparticles is highly complex and lacks predictability. Previously, it was shown that single drugs can self-assemble with near-infrared dye, IR783, to form cancer-targeted nanoparticles. A structure-based predictive model showed that only 4% of the drug space self-assembles with IR783. Here, we mapped the self-assembly outcomes of 77 small molecule drugs and drug pairs with IR783. We found that the small molecule drug space can be divided into five types, and type-1 drugs self-assemble with three out of four possible drug types that do not form stable nanoparticles. To predict the self-assembly outcome of any drug pair, we developed a machine learning model based on decision trees, which was trained and tested with F1-scores of 89.3% and 87.2%, respectively. We used literature text mining to capture drug pairs with biological synergy together with synergistic chemical self-assembly and generated a database with 1985 drug pairs for 70 cancers. We developed an online search tool to identify cancer-specific, meta-synergistic drug pairs (both chemical and biological synergism) and validated three different pairs in vitro. Lastly, we discovered a novel meta-synergistic pair, bortezomib-cabozantinib, which formed stable nanoparticles with improved biodistribution, efficacy, and reduced toxicity, even over single drugs, in an in vivo model of head and neck cancer.


Subject(s)
Antineoplastic Agents , Nanoparticles , Neoplasms , Humans , Nanomedicine/methods , Tissue Distribution , Neoplasms/drug therapy , Antineoplastic Agents/therapeutic use , Bortezomib , Nanoparticles/chemistry , Drug Synergism
4.
Int J Mol Sci ; 23(20)2022 Oct 17.
Article in English | MEDLINE | ID: mdl-36293275

ABSTRACT

Polydopamine (PDA), a biomaterial inspired by marine mussels, has attracted interest in cancer nanomedicine due to its photothermal properties, nanoparticle coating, and pi-pi stacking-based drug encapsulation abilities. Despite numerous one-pot and post-polymerization modifications, PDA copolymers have not been sufficiently studied in the context of stabilizing hydrophobic drugs in the process of nanoprecipitation. In this study, we tested combinatorial panels of comonomers with PDA to optimize drug loading efficiency, particle size and stability of nano formulations made via drug nanoprecipitation. As a selection criterion for optimal comonomers, we used drug aggregation-induced emission (AIE). We identified 1,1,2-Trimethyl-3-(4-sulfobutyl)benz[e]indolium (In820) as a novel and highly useful comonomer for catecholamines and optimized the conditions for its incorporation into PDA copolymers used for drug nanoprecipitation. Surprisingly, it was superior to polyethylene glycol modifications in every aspect. The leading copolymer, poly(dopamine)-poly(L-dopa)-co-In820 (PDA-PDO-In820 1:1:1), was shown to be a good stabilizer for several hydrophobic drugs. The resulting nanoparticles showed stability for up to 15 days, high encapsulation efficiency of at least 80%, low toxicity, and high antitumor efficacy in vitro. Nanoprecipitation of hydrophobic drugs can be greatly enhanced by the use of PDA copolymers containing In820, which are easy-to-prepare and highly effective stabilizers.


Subject(s)
Nanoparticles , Polymers , Polymers/chemistry , Indoles/chemistry , Nanoparticles/chemistry , Polyethylene Glycols/chemistry , Catecholamines , Drug Liberation
5.
Biomaterials ; 289: 121800, 2022 10.
Article in English | MEDLINE | ID: mdl-36166893

ABSTRACT

Nanoformulations of small molecule drugs are essential to effectively deliver them and treat a wide range of diseases. They are normally complex to develop, lack predictability, and exhibit low drug loading. Recently, nanoparticles made via co-assembly of hydrophobic drugs and organic dyes, exhibited drug-loading of up to 90% with high predictability from the drug structure. However, these particles have relatively short stability and can formulate only a small fraction of the drug space. Here, we developed an automated workflow to synthesize and select novel dye stabilizers, based on their ability to inhibit drug aggregation-induced emission (AIE). We first screened and identified 10 drugs with previously unknown strong AIE activity and exploited this trait to automatically synthesize and select a new ultra-stabilizer named R595. Interestingly, it shares several synthetic similarities and advantages with polydopamine. We found that R595 is superior to myriad types of excipients and solubilizers such as cyclodextrins, poloxamers, albumin, and previously published organic dyes, in both long-term stability and drug compatibility. We investigated the biodistribution, pharmacokinetics, safety and efficacy of the AIEgenic MEK inhibitor trametinib-R595 nanoparticles in vitro and in vivo and demonstrated that they are non-toxic and effective in KRAS driven colon and lung cancer models.


Subject(s)
Cyclodextrins , Nanoparticles , Nanostructures , Albumins , Excipients , Fluorescent Dyes/chemistry , Mitogen-Activated Protein Kinase Kinases , Nanoparticles/chemistry , Poloxamer , Proto-Oncogene Proteins p21(ras) , Tissue Distribution
6.
Proc Natl Acad Sci U S A ; 115(38): 9628-9633, 2018 09 18.
Article in English | MEDLINE | ID: mdl-30185558

ABSTRACT

d-serine is a physiologic coagonist of NMDA receptors, but little is known about the regulation of its synthesis and synaptic turnover. The amino acid exchangers ASCT1 (Slc1a4) and ASCT2 (Slc1a5) are candidates for regulating d-serine levels. Using ASCT1 and ASCT2 KO mice, we report that ASCT1, rather than ASCT2, is a physiologic regulator of d-serine metabolism. ASCT1 is a major d-serine uptake system in astrocytes and can also export l-serine via heteroexchange, supplying neurons with the substrate for d-serine synthesis. ASCT1-KO mice display lower levels of brain d-serine along with higher levels of l-alanine, l-threonine, and glycine. Deletion of ASCT1 was associated with neurodevelopmental alterations including lower hippocampal and striatal volumes and changes in the expression of neurodevelopmental-relevant genes. Furthermore, ASCT1-KO mice exhibited deficits in motor function, spatial learning, and affective behavior, along with changes in the relative contributions of d-serine vs. glycine in mediating NMDA receptor activity. In vivo microdialysis demonstrated lower levels of extracellular d-serine in ASCT1-KO mice, confirming altered d-serine metabolism. These alterations are reminiscent of some of the neurodevelopmental phenotypes exhibited by patients with ASCT1 mutations. ASCT1-KO mice provide a useful model for potential therapeutic interventions aimed at correcting the metabolic impairments in patients with ASCT1 mutations.


Subject(s)
Amino Acid Transport System ASC/metabolism , Brain/physiology , Cell Communication/physiology , Microcephaly/genetics , Serine/metabolism , Amino Acid Transport System ASC/genetics , Animals , Astrocytes/physiology , Brain/cytology , Brain/diagnostic imaging , Brain/embryology , Disease Models, Animal , Glycine/metabolism , HEK293 Cells , Humans , Long-Term Potentiation/physiology , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Microcephaly/diagnostic imaging , Microcephaly/metabolism , Microcephaly/pathology , Minor Histocompatibility Antigens/genetics , Minor Histocompatibility Antigens/metabolism , Neurons/physiology , Primary Cell Culture , Rats , Rats, Sprague-Dawley , Receptors, N-Methyl-D-Aspartate/metabolism , Synaptic Transmission/physiology
7.
Cereb Cortex ; 27(2): 1573-1587, 2017 02 01.
Article in English | MEDLINE | ID: mdl-26796213

ABSTRACT

d-Serine is a co-agonist of NMDA receptors (NMDARs) whose activity is potentially regulated by Asc-1 (SLC7A10), a transporter that displays high affinity for d-serine and glycine. Asc-1 operates as a facilitative transporter and as an antiporter, though the preferred direction of d-serine transport is uncertain. We developed a selective Asc-1 blocker, Lu AE00527, that blocks d-serine release mediated by all the transport modes of Asc-1 in primary cultures and neocortical slices. Furthermore, d-serine release is reduced in slices from Asc-1 knockout (KO) mice, indicating that d-serine efflux is the preferred direction of Asc-1. The selectivity of Lu AE00527 is assured by the lack of effect on slices from Asc-1-KO mice, and the lack of interaction with the co-agonist site of NMDARs. Moreover, in vivo injection of Lu AE00527 in P-glycoprotein-deficient mice recapitulates a hyperekplexia-like phenotype similar to that in Asc-1-KO mice. In slices, Lu AE00527 decreases the long-term potentiation at the Schaffer collateral-CA1 synapses, but does not affect the long-term depression. Lu AE00527 blocks NMDAR synaptic potentials when typical Asc-1 extracellular substrates are present, but it does not affect AMPAR transmission. Our data demonstrate that Asc-1 mediates tonic co-agonist release, which is required for optimal NMDAR activation and synaptic plasticity.


Subject(s)
Amino Acid Transport System y+/genetics , Long-Term Potentiation/physiology , Neuronal Plasticity/physiology , Prosencephalon/physiology , Synapses/physiology , Animals , Excitatory Postsynaptic Potentials/physiology , Humans , Mice, Knockout , Neurons/physiology , Receptors, N-Methyl-D-Aspartate/metabolism , Synaptic Transmission/physiology
8.
EMBO Rep ; 16(5): 590-8, 2015 May.
Article in English | MEDLINE | ID: mdl-25755256

ABSTRACT

Asc-1 (SLC7A10) is an amino acid transporter whose deletion causes neurological abnormalities and early postnatal death in mice. Using metabolomics and behavioral and electrophysiological methods, we demonstrate that Asc-1 knockout mice display a marked decrease in glycine levels in the brain and spinal cord along with impairment of glycinergic inhibitory transmission, and a hyperekplexia-like phenotype that is rescued by replenishing brain glycine. Asc-1 works as a glycine and L-serine transporter, and its transport activity is required for the subsequent conversion of L-serine into glycine in vivo. Asc-1 is a novel regulator of glycine metabolism and a candidate for hyperekplexia disorders.


Subject(s)
Amino Acid Transport System y+/metabolism , Brain/metabolism , Glycine/metabolism , Synaptic Transmission , Amino Acid Transport System y+/genetics , Animals , Biological Transport , Genotype , Hypoglossal Nerve/cytology , Metabolome , Metabolomics/methods , Mice , Mice, Knockout , Mutation , Neurons/metabolism , Phenotype , Receptors, Glycine/genetics , Receptors, Glycine/metabolism , Serine/metabolism , Synaptic Transmission/genetics
9.
J Neurosci ; 33(30): 12464-9, 2013 Jul 24.
Article in English | MEDLINE | ID: mdl-23884950

ABSTRACT

d-Serine is an endogenous ligand for NMDARs generated from l-serine by the enzyme serine racemase (Srr). Both neuronal and glial localizations have been reported for d-serine and Srr. 3-Phosphoglycerate dehydrogenase is an exclusively astrocytic enzyme that catalyzes the first committed step of l-serine biosynthesis. Using transgenic mice expressing enhanced green fluorescent protein under the Srr promoter and mice with targeted deletion of Srr or 3-Phosphoglycerate dehydrogenase, we demonstrate predominantly neuronal sources of d-serine dependent on astrocytic supply of l-serine. These findings clarify the cellular basis for the regulation of NMDAR neurotransmission by d-serine.


Subject(s)
Astrocytes/enzymology , Neurons/enzymology , Phosphoglycerate Dehydrogenase/genetics , Phosphoglycerate Dehydrogenase/metabolism , Serine/metabolism , Animals , Astrocytes/cytology , Cerebral Cortex/cytology , Female , Glucose/metabolism , Green Fluorescent Proteins/genetics , Male , Mice , Mice, Transgenic , Neurons/cytology , Primary Cell Culture , Promoter Regions, Genetic/physiology , Racemases and Epimerases/genetics , Racemases and Epimerases/metabolism , Serine/biosynthesis , Synaptic Transmission/physiology
10.
Proc Natl Acad Sci U S A ; 110(27): E2518-27, 2013 Jul 02.
Article in English | MEDLINE | ID: mdl-23776240

ABSTRACT

Synaptic loss is the cardinal feature linking neuropathology to cognitive decline in Alzheimer's disease (AD). However, the mechanism of synaptic damage remains incompletely understood. Here, using FRET-based glutamate sensor imaging, we show that amyloid-ß peptide (Aß) engages α7 nicotinic acetylcholine receptors to induce release of astrocytic glutamate, which in turn activates extrasynaptic NMDA receptors (eNMDARs) on neurons. In hippocampal autapses, this eNMDAR activity is followed by reduction in evoked and miniature excitatory postsynaptic currents (mEPSCs). Decreased mEPSC frequency may reflect early synaptic injury because of concurrent eNMDAR-mediated NO production, tau phosphorylation, and caspase-3 activation, each of which is implicated in spine loss. In hippocampal slices, oligomeric Aß induces eNMDAR-mediated synaptic depression. In AD-transgenic mice compared with wild type, whole-cell recordings revealed excessive tonic eNMDAR activity accompanied by eNMDAR-sensitive loss of mEPSCs. Importantly, the improved NMDAR antagonist NitroMemantine, which selectively inhibits extrasynaptic over physiological synaptic NMDAR activity, protects synapses from Aß-induced damage both in vitro and in vivo.


Subject(s)
Amyloid beta-Peptides/toxicity , Astrocytes/metabolism , Glutamic Acid/metabolism , Neural Inhibition/physiology , Peptide Fragments/toxicity , Receptors, N-Methyl-D-Aspartate/metabolism , Synapses/pathology , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Animals , Astrocytes/pathology , Coculture Techniques , Female , Fluorescence Resonance Energy Transfer , HEK293 Cells , Hippocampus/metabolism , Hippocampus/pathology , Humans , Male , Mice , Mice, Transgenic , Rats , Receptors, Nicotinic/metabolism , Synapses/metabolism , alpha7 Nicotinic Acetylcholine Receptor
11.
Curr Opin Clin Nutr Metab Care ; 16(1): 72-5, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23041616

ABSTRACT

PURPOSE OF REVIEW: Here, we discuss the recent data on the role of different N-methyl D-aspartate receptor (NMDAR) coagonists, D-serine and glycine, in regulating NMDAR activity and neurotoxicity. RECENT FINDINGS: D-Serine originates from both neurons and astrocytes, from where it is released by different mechanisms. Recent data indicate that like glial D-serine, neuronal D-serine is required for NMDAR-dependent, long-term potentiation at the hippocampal CA1-CA3 synapses and proper synapse formation in the cerebral cortex. D-serine is the physiological coagonist of synaptic NMDAR, whereas glycine action is restricted to extrasynaptic sites. SUMMARY: D-Serine is now recognized as the major NMDAR coagonist at the synapse. The data establish D-serine as a key transmitter or neuromodulator that mediates synaptic NMDAR activation and neurotoxicity. In this context, drugs that inhibit D-serine synthesis or release will provide new neuroprotective strategy.


Subject(s)
Glycine/physiology , Receptors, N-Methyl-D-Aspartate/physiology , Serine/physiology , Animals , Astrocytes/physiology , Hippocampus/physiology , Humans , Long-Term Potentiation , Models, Animal , Neurons/physiology , Neurotoxicity Syndromes/pathology , Synapses/physiology , Synaptic Transmission
12.
Cell Microbiol ; 12(4): 489-505, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-19912240

ABSTRACT

Enterohaemorrhagic Escherichia coli and enteropathogenic E. coli are enteropathogens characterized by their ability to induce the host cell to form actin-rich structures, termed pedestals. A type III secretion system, through which the pathogens deliver effector proteins into infected host cells, is essential for their virulence and pedestal formation. Enterohaemorrhagic E. coli encodes two similar effectors, EspM1 and EspM2, which activate the RhoA signalling pathway and induce the formation of stress fibres upon infection of host cells. We confirm these observations and in addition show that EspM inhibits the formation of actin pedestals. Moreover, we show that translocation of EspM into polarized epithelial cells induces dramatic changes in the tight junction localization and in the morphology and architecture of infected polarized monolayers. These changes are manifested by altered localization of the tight junctions and 'bulging out' morphology of the cells. Surprisingly, despite the dramatic changes in their architecture, the cells remain alive and the epithelial monolayer maintains a normal barrier function. Taken together, our results show that the EspM effectors inhibit pedestal formation and induce tight junction mislocalization as well as dramatic changes in the architecture of the polarized monolayer.


Subject(s)
Enterohemorrhagic Escherichia coli/pathogenicity , Enteropathogenic Escherichia coli/pathogenicity , Epithelial Cells/microbiology , Epithelial Cells/ultrastructure , Escherichia coli Proteins/physiology , Virulence Factors/physiology , Cell Line , Cell Survival , Humans , Stress Fibers/metabolism , Tight Junctions
13.
Mol Biol Cell ; 20(1): 544-55, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18987340

ABSTRACT

Phosphatidylinositol 4,5-bisphosphate [PI(4,5)P(2)] and phosphatidylinositol 3,4,5-trisphosphate [PI(3,4,5)P(3)] are phosphoinositides (PIs) present in small amounts in the inner leaflet of the plasma membrane (PM) lipid bilayer of host target cells. They are thought to modulate the activity of proteins involved in enteropathogenic Escherichia coli (EPEC) infection. However, the role of PI(4,5)P(2) and PI(3,4,5)P(3) in EPEC pathogenesis remains obscure. Here we show that EPEC induces a transient PI(4,5)P(2) accumulation at bacterial infection sites. Simultaneous actin accumulation, likely involved in the construction of the actin-rich pedestal, is also observed at these sites. Acute PI(4,5)P(2) depletion partially diminishes EPEC adherence to the cell surface and actin pedestal formation. These findings are consistent with a bimodal role, whereby PI(4,5)P(2) contributes to EPEC association with the cell surface and to the maximal induction of actin pedestals. Finally, we show that EPEC induces PI(3,4,5)P(3) clustering at bacterial infection sites, in a translocated intimin receptor (Tir)-dependent manner. Tir phosphorylated on tyrosine 454, but not on tyrosine 474, forms complexes with an active phosphatidylinositol 3-kinase (PI3K), suggesting that PI3K recruited by Tir prompts the production of PI(3,4,5)P(3) beneath EPEC attachment sites. The functional significance of this event may be related to the ability of EPEC to modulate cell death and innate immunity.


Subject(s)
Enteropathogenic Escherichia coli/metabolism , Epithelial Cells/metabolism , Epithelial Cells/microbiology , Escherichia coli Infections/metabolism , Phosphatidylinositol 4,5-Diphosphate/metabolism , Phosphatidylinositol Phosphates/metabolism , Animals , Cell Line , Enteropathogenic Escherichia coli/genetics , Epithelial Cells/cytology , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Humans , Phosphatidylinositol 3-Kinases/metabolism , Phospholipase C gamma/metabolism , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins c-akt/metabolism , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism , Tight Junctions/metabolism
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