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1.
Nat Commun ; 14(1): 8153, 2023 Dec 09.
Article in English | MEDLINE | ID: mdl-38071202

ABSTRACT

Accurate diagnosis of Alzheimer's disease (AD) in its earliest stage can prevent the disease and delay the symptoms. Therefore, more sensitive, non-invasive, and simple screening tools are required for the early diagnosis and monitoring of AD. Here, we design a self-assembled nanoparticle-mediated amplified fluorogenic immunoassay (SNAFIA) consisting of magnetic and fluorophore-loaded polymeric nanoparticles. Using a discovery cohort of 21 subjects, proteomic analysis identifies adenylyl cyclase-associated protein 1 (CAP1) as a potential tear biomarker. The SNAFIA demonstrates a low detection limit (236 aM), good reliability (R2 = 0.991), and a wide analytical range (0.320-1000 fM) for CAP1 in tear fluid. Crucially, in the verification phase with 39 subjects, SNAFIA discriminates AD patients from healthy controls with 90% sensitivity and 100% specificity in under an hour. Utilizing tear fluid as a liquid biopsy, SNAFIA could potentially aid in long-term care planning, improve clinical trial efficiency, and accelerate therapeutic development for AD.


Subject(s)
Alzheimer Disease , Humans , Alzheimer Disease/metabolism , Proteomics , Reproducibility of Results , Immunoassay , Early Diagnosis , Biomarkers/metabolism , Amyloid beta-Peptides
2.
Int J Mol Sci ; 24(20)2023 Oct 19.
Article in English | MEDLINE | ID: mdl-37895034

ABSTRACT

Earlier studies have reported that elevated protein levels in the aqueous humor (AH) are associated with corneal endothelial cell dysfunction (CECD), but the details of the underlying mechanism as well as specific biomarkers for CECD remain elusive. In the present study, we aimed to identify protein markers in AH directly associated with changes to corneal endothelial cells (CECs), as AH can be easily obtained for analysis. We carried out an in-depth proteomic analysis of patient-derived AH as well as transcriptomic analysis of CECs from the same patients with bullous keratopathy (BK) resulting from CECD. We first determined differentially expressed genes (DEGs) and differentially expressed proteins (DEPs) from CECs and AH in CECD, respectively. By combining transcriptomic and proteomic analyses, 13 shared upregulated markers and 22 shared downregulated markers were observed between DEGs and DEPs. Among these 35 candidates from biomarker profiling, three upregulated markers were finally verified via data-independent acquisition (DIA) proteomic analysis using additional individual AH samples, namely metallopeptidase inhibitor 1 (TIMP1), Fc fragment of IgG binding protein (FCGBP), and angiopoietin-related protein 7 (ANGPTL7). Furthermore, we confirmed these AH biomarkers for CECD using individual immunoassay validation. Conclusively, our findings may provide valuable insights into the disease process and identify biofluid markers for the assessment of CEC function during BK development.


Subject(s)
Aqueous Humor , Transcriptome , Humans , Aqueous Humor/metabolism , Proteome/metabolism , Endothelial Cells/metabolism , Proteomics , Cornea/metabolism , Biomarkers/metabolism , Angiopoietin-like Proteins/metabolism , Angiopoietin-Like Protein 7
3.
Int J Mol Sci ; 24(2)2023 Jan 09.
Article in English | MEDLINE | ID: mdl-36674802

ABSTRACT

Uncovering region-specific changes in the myopic retina can provide clues to the pathogenesis of myopia progression. After imposing form deprivation myopia in the right eye of 6-week-old rabbits, we investigated the proteome profile of each retinal region (central, mid-periphery, and far-periphery retina), using accurate high-resolution mass spectrometry. Protein expression was analyzed using gene ontology and network analysis compared with that of the control, the left eyes. Among 2065 proteins detected from whole retinal samples, 249 differentially expressed proteins (DEPs) were identified: 164 DEPs in the far-periphery, 39 in the mid-periphery, and 83 in the central retina. In network analysis, the far-periphery retina showed the most significant connectivity between DEPs. The regulation of coagulation was the most significant biological process in upregulated DEPs in the far-periphery retina. Proteasome was the most significant Kyoto Encyclopedia of Genes and Genomes pathway in downregulated DEPs in the central retina. Antithrombin-III, fibrinogen gamma chain, and fibrinogen beta chain were identified as hub proteins for myopia progression, which were upregulated in the far-periphery retina. Proteomic analysis in this study suggested that oxidative stress can be the primary pathogenesis of myopia progression and that the far-periphery retina plays a role as the key responder.


Subject(s)
Myopia , Proteome , Animals , Rabbits , Proteome/metabolism , Proteomics/methods , Retina/metabolism , Myopia/pathology , Tandem Mass Spectrometry
4.
Bioact Mater ; 23: 383-393, 2023 May.
Article in English | MEDLINE | ID: mdl-36474658

ABSTRACT

Bioresponsive hydrogels are smart materials that respond to various external stimuli and exhibit great potential as biosensors owing to their capability of real-time and label-free detection. Here, we propose a sensing platform based on bioresponsive hydrogels, employing the concept of moiré patterns. Two sets of line patterns with different pitch sizes are prepared; a hydrogel grating whose pitch size changes according to external stimuli and a reference grating with constant pitch size. The volume changes of the hydrogel caused by external stimuli changes the pitch size of the hydrogel grating, and subsequently, the pitch sizes of the moiré patterns (moiré signal), whose values can be obtained in a real-time and label-free manner through customized moiré microscopy and signal processing. After confirming that the pH-induced swelling of hydrogel could be monitored using moiré patterns, we performed moiré pattern-based detection of specific proteins using protein-responsive hydrogel that underwent shrinking via interaction with target proteins. Brain-derived neurotrophic factor and platelet-derived growth factor were selected as the model proteins, and our proposed system successfully detected both proteins at nanomolar levels. In both cases, the pitch size change of hydrogel grating was monitored much more sensitively using moiré patterns than through direct measurements. The changes in the moiré signals caused by target proteins were detected in ex-vivo environments using a custom-made intraocular lens incorporating the hydrogel grating, demonstrating the capability of the proposed system to detect various markers in intraocular aqueous humor, when implanted in the eye.

5.
Sci Rep ; 12(1): 1221, 2022 01 24.
Article in English | MEDLINE | ID: mdl-35075201

ABSTRACT

Previous reports have shown possible association between altered protein levels in aqueous humor (AH) and normal-tension glaucoma (NTG), but the underlying pathogenetic mechanism as well as specific molecular biomarkers for NTG remains still elusive. Here, we aimed to identify novel biomarkers for advanced NTG by analyzing the proteome of patient-derived AH and their correlation with various functional and structural parameters from the visual field test (VF), optical coherence tomography (OCT), and OCT angiography (OCTA). We determined differentially expressed proteins (DEPs) of the AH of patients with advanced NTG (n = 20) using label-free quantitative (LFQ) proteomics with pooled samples and data-independent acquisition (DIA) analysis with individual samples, and the roles of AH DEPs in biological pathways were evaluated using bioinformatics. We identified 603 proteins in the AH of patients with advanced NTG, and 61 of them were selected as DEPs via global proteome LFQ profiling. Individual DIA analyses identified a total of 12 DEPs as biomarker candidates, seven of which were upregulated, and five were downregulated. Gene ontology enrichment analysis revealed that those DEPs were mainly involved in the immune response. Moreover, IGFBP2, ENO1, C7, B2M, AMBP, DSP, and DCD showed a significant correlation with the mean deviation of VF and with peripapillary and macular parameters from OCT and OCTA. The present study provides possible molecular biomarkers for the diagnosis of advanced NTG.


Subject(s)
Aqueous Humor/metabolism , Low Tension Glaucoma/metabolism , Proteome , Aged , Angiography , Case-Control Studies , Cross-Sectional Studies , Female , Humans , Low Tension Glaucoma/diagnostic imaging , Male , Middle Aged , Tomography, Optical Coherence
6.
Biosens Bioelectron ; 162: 112254, 2020 Aug 15.
Article in English | MEDLINE | ID: mdl-32392157

ABSTRACT

The eye is an extension of the central nervous system (CNS) and contains aqueous humor (AH), which is a fluid rich in biomolecules secreted from intraocular tissues; thus, this organ allows for non-invasive visualization of early changes in CNS disorders. There is a growing interest in developing implantable devices, such as intraocular-lens (IOL), for specific medical uses, including intraocular monitoring. We describe a novel IOL-sensing system for detecting AH biomarkers via biocompatible enzyme-activatable fluorogenic hydrogel sensors. Matrix-metalloproteinase-9, a biomarker of degenerative CNS and eye disorders, was selected as a target. A peptide-probe-incorporated fluorogenic IOL (FIOL) was developed using diacrylamide-group-modified poly(ethyleneglycol) (PEGDAAm) biocompatible hydrogels, adjusting the hydrogel mesh size to allow selective penetration of the target while blocking non-targets, using label-free detection with semi-permanently implantable sensors, and demonstrating the clinical feasibility of FIOL through in vivo testing. This novel FIOL-based sensing system represents a promising approach for liquid biopsy of intraocular fluids.


Subject(s)
Aqueous Humor/chemistry , Biosensing Techniques/methods , Hydrogels/chemistry , Matrix Metalloproteinase 9/analysis , Peptides/chemistry , Animals , Biomarkers/analysis , Cell Line , Central Nervous System Diseases/diagnosis , Fluorescent Dyes/chemistry , Humans , Lenses, Intraocular , Rabbits
7.
J Mater Chem B ; 7(45): 7120-7128, 2019 12 07.
Article in English | MEDLINE | ID: mdl-31602453

ABSTRACT

Methods of the early detection of diseases are based on recognition of the smallest change in the levels of a disease-specific biomarker in body fluids. Among them, monitoring protein concentrations is crucial because most diseases are caused by dysregulated protein levels, rather than DNA or RNA levels. Recent studies have indicated that the proteins in the aqueous humor can be used as biomarkers to predict brain diseases. Therefore, mounting an insertion type sensor on the intraocular lens is a compelling candidate platform for monitoring potential brain disease patients. In particular, molecular reactive sensors that use affinity binding, such as molecularly imprinted hydrogels, allow simple label-free detection, as well as high bio-applicability and biocompatibility. Herein, we describe the fabrication of an optical sensor using a silica nanoparticle conjugated bioresponsive hydrogel to analyze protein biomarkers by measuring light interference in smartphone images. Conformational changes in biotin-conjugated hydrogels were observed through the presence of avidin, as a substitution for a novel biomarker, in interconnecting hydrogel networks. Uniformly arrayed nanoparticles interfered with light differently when the distance between the silica nanoparticles was varied according to target moiety binding. A blue-shift of the reflected light was evident in avidin solutions of up to 100 nM and was induced by shrinkage of the hydrogel. The results indicate that our well-defined, label-free bioresponsive hydrogel demonstrated strong potential to be widely applied as a bioresponsive light interfering hydrogel sensor.


Subject(s)
Hydrogels/chemistry , Light , Molecular Imprinting , Nanoparticles/chemistry , Silicon Dioxide/chemistry , Molecular Structure , Particle Size , Smartphone , Surface Properties
8.
PLoS One ; 14(9): e0222587, 2019.
Article in English | MEDLINE | ID: mdl-31560696

ABSTRACT

Adipose-derived mesenchymal stem cells (AdMSCs) have been reported to ameliorate neurological deficits after acute ischemic stroke. As neuregulin 1 (NRG1, or heregulin 1), a growth factor with versatile functions in the central nervous system, has demonstrated protective effects against ischemic brain injuries, we have generated NRG1-overexpressing AdMSCs in order to investigate whether NRG1-AdMSCs could enhance therapeutic benefits of AdMSCs in ischemic stroke. After AdMSCs were infected with adenoviral NRG1, increased NRG1 secretion in NRG1-AdMSCs was confirmed with ELISA. At 1 d after ischemic stroke that was induced by the occlusion of middle cerebral artery (MCAo) for 60 min in Sprague Dawley (SD) rats, adenoviral NRG1, AdMSCs, NRG1-AdMSCs, or PBS were injected into the striatum and serial neurologic examinations were performed. Administration of NRG1-AdMSCs resulted in significant improvement of functional outcome following stroke compared to AdMSCs- or adenoviral NRG1-treated group, in addition to the reduction in the infarct size evaluated by hematoxylin and eosin staining. When NRG1 expression in the brain was examined by double immunofluorescence to human nuclei (HuNu)/NRG1 and ELISA, NRG1-AdMSCs demonstrated marked increase in NRG1 expression. Moreover, western blot analysis further showed that transplantation of NRG1-AdMSCs significantly increased both endogenous and adenoviral NRG1 expression compared to AdMSCs-treated group. To elucidate molecular mechanisms, NRG1-associated downstream molecules were evaluated by western blot analysis. Expression of ErbB4, a receptor for NRG1, was markedly increased by NRG1-AdMSCs administration, in addition to pMAPK and pAkt, crucial molecules of NRG1-ErbB4 signaling. Taken together, our data suggest that NRG1-AdMSCs can provide excellent therapeutic potential in ischemic stroke by activating NRG1-ErbB4 signaling network.


Subject(s)
Adipose Tissue/cytology , Brain Ischemia/therapy , Mesenchymal Stem Cell Transplantation/methods , Neuregulin-1/therapeutic use , Stroke/therapy , Animals , Blotting, Western , Disease Models, Animal , Enzyme-Linked Immunosorbent Assay , Humans , MAP Kinase Signaling System , Male , Neuregulin-1/administration & dosage , Neuregulin-1/metabolism , Rats , Rats, Sprague-Dawley
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