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1.
Cell Biosci ; 14(1): 26, 2024 Feb 19.
Article in English | MEDLINE | ID: mdl-38374092

ABSTRACT

BACKGROUND: Archetypical cross-ß spines sharpen the boundary between functional and pathological proteins including ß-amyloid, tau, α-synuclein and transthyretin are linked to many debilitating human neurodegenerative and non-neurodegenerative amyloidoses. An increased focus on development of pathogenic ß-sheet specific fluid and imaging structural biomarkers and conformation-specific monoclonal antibodies in targeted therapies has been recently observed. Identification and quantification of pathogenic oligomers remain challenging for existing neuroimaging modalities. RESULTS: We propose two artificial ß-sheets which can mimic the nanoscopic structural characteristics of pathogenic oligomers and fibrils for evaluating the performance of a label free, X-ray based biomarker detection and quantification technique. Highly similar structure with elliptical cross-section and parallel cross-ß motif is observed among recombinant α-synuclein fibril, Aß-42 fibril and artificial ß-sheet fibrils. We then use these ß-sheet models to assess the performance of spectral small angle X-ray scattering (sSAXS) technique for detecting ß-sheet structures. sSAXS showed quantitatively accurate detection of antiparallel, cross-ß artificial oligomers from a tissue mimicking environment and significant distinction between different oligomer packing densities such as diffuse and dense packings. CONCLUSION: The proposed synthetic ß-sheet models mimicked the nanoscopic structural characteristics of ß-sheets of fibrillar and oligomeric states of Aß and α-synuclein based on the ATR-FTIR and SAXS data. The tunability of ß-sheet proportions and shapes of structural motifs, and the low-cost of these ß-sheet models can become useful test materials for evaluating ß-sheet or amyloid specific biomarkers in a wide range of neurological diseases. By using the proposed synthetic ß-sheet models, our study indicates that the sSAXS has potential to evaluate different stages of ß-sheet-enriched structures including oligomers of pathogenic proteins.

2.
Sci Rep ; 10(1): 20505, 2020 11 25.
Article in English | MEDLINE | ID: mdl-33239703

ABSTRACT

Amyloid plaque deposits in the brain are indicative of Alzheimer's and other diseases. Measurements of brain amyloid burden in small animals require laborious post-mortem histological analysis or resource-intensive, contrast-enhanced imaging techniques. We describe a label-free method based on spectral small-angle X-ray scattering with a polychromatic beam for in vivo estimation of brain amyloid burden. Our findings comparing 5XFAD versus wild-type mice correlate well with histology, showing promise for a fast and practical in vivo technique.


Subject(s)
Amyloid beta-Peptides/metabolism , Brain/diagnostic imaging , Brain/metabolism , Animals , Mice, Transgenic , Scattering, Small Angle , X-Ray Diffraction , X-Rays
3.
J Neurosci Methods ; 343: 108822, 2020 09 01.
Article in English | MEDLINE | ID: mdl-32574641

ABSTRACT

BACKGROUND: Amyloid plaque in the brain is associated with a wide range of neurodegenerative diseases such as Alzheimer's and Parkinson's and defined as aggregates of amyloid fibrils rich in ß-sheet structures. NEW METHOD: We report a label-free method based on small-angle X-ray scattering (SAXS) to estimate amyloid load in an intact mouse head with skull. The method is based on recording and analyzing the X rays elastically scattered from the ß-sheets of amyloid plaques in a mouse head at angles smaller than 10° and energies between 30 and 45 keV. The method is demonstrated by acquiring the spectral SAXS data of an amyloid model and an excised head from a wild-type mouse for 600 s. RESULTS: We captured the distinct scattering peaks of the amyloid plaques at momentum transfer (q) of 6 and 13 nm-1 associated with ß-sheet structure. We first show linear correlation between the mass fraction of the amyloid target and the area under the peak (AUP) of the scattering curve. We report results for estimating amyloid load in a fixed mouse head by recovering the characteristic scattering signal from the amyloid target situated at various locations. The coefficient of variation in the amyloid load estimate is found to be less than 10%. COMPARISON WITH EXISTING METHODS: There are no previously described label-free X-ray methods for the estimation of amyloid load in an intact head. CONCLUSIONS: We demonstrated the feasibility of a label-free method based on SAXS to potentially estimate brain amyloid in small animals.


Subject(s)
Alzheimer Disease , Amyloid , Amyloid beta-Peptides/metabolism , Animals , Brain/diagnostic imaging , Brain/metabolism , Feasibility Studies , Mice , Scattering, Small Angle , X-Ray Diffraction , X-Rays
4.
BMC Res Notes ; 13(1): 128, 2020 Mar 04.
Article in English | MEDLINE | ID: mdl-32131889

ABSTRACT

OBJECTIVE: We present a method to prepare an amyloid model at scalable quantities for phantom studies to evaluate small-angle x-ray scattering systems for amyloid detection. Two amyloid models were made from a plasma protein with and without heating. Both models mimic the [Formula: see text]-sheet structure of the [Formula: see text]-amyloid ([Formula: see text]) plaques in Alzheimer's disease. Amyloid detection is based on the distinct peaks in the scattering signature of the [Formula: see text]-sheet structure. We characterized the amyloid models using a spectral small-angle x-ray scattering (sSAXS) prototype with samples in a plastic syringe and within a cylindrical polymethyl methacrylate (PMMA) phantom. RESULTS: sSAXS data show that we can detect the scattering peaks characteristic of amyloid [Formula: see text]-sheet structure in both models around 6 and 13 [Formula: see text]. The [Formula: see text] model prepared without heating provides a stronger signal in the PMMA phantom. The methods described can be used to prepare models in sufficiently large quantities and used in samples with different packing density to assess the performance of [Formula: see text] quantification systems.


Subject(s)
Phantoms, Imaging , Plaque, Amyloid/ultrastructure , Polymethyl Methacrylate/chemistry , Serum Albumin, Bovine/chemistry , Alzheimer Disease/diagnostic imaging , Animals , Cattle , Hot Temperature , Humans , Models, Biological , Plaque, Amyloid/chemistry , Protein Conformation, beta-Strand , Scattering, Small Angle , X-Ray Diffraction
5.
Mol Ther ; 28(3): 975-985, 2020 03 04.
Article in English | MEDLINE | ID: mdl-31911034

ABSTRACT

Based on their identification as physiological nucleic acid carriers in humans and other organisms, extracellular vesicles (EVs) have been explored as therapeutic delivery vehicles for DNA, RNA, and other cargo. However, efficient loading and functional delivery of nucleic acids remain a challenge, largely because of potential sources of degradation and aggregation. Here, we report that protonation of EVs to generate a pH gradient across EV membranes can be utilized to enhance vesicle loading of nucleic acid cargo, specifically microRNA (miRNA), small interfering RNA (siRNA), and single-stranded DNA (ssDNA). The loading process did not impair cellular uptake of EVs, nor did it promote any significant EV-induced toxicity response in mice. Cargo functionality was verified by loading HEK293T EVs with either pro- or anti-inflammatory miRNAs and observing the effective regulation of corresponding cellular cytokine levels. Critically, this loading increase is comparable with what can be accomplished by methods such as sonication and electroporation, and is achievable without the introduction of energy associated with these methods that can potentially damage labile nucleic acid cargo.


Subject(s)
Extracellular Vesicles/metabolism , Hydrogen-Ion Concentration , MicroRNAs/metabolism , Biological Transport , Extracellular Vesicles/ultrastructure , HEK293 Cells , Humans , MicroRNAs/genetics , Nucleic Acids/metabolism
6.
Biomed Phys Eng Express ; 7(1)2020 11 27.
Article in English | MEDLINE | ID: mdl-34037540

ABSTRACT

Small-angle x-ray scattering (SAXS) imaging may have the potential to imageß-amyloid plaquesin vivoin the brain without tracers for assessment of Alzheimer's disease (AD). We use a laboratory SAXS system for planar imaging of AD model and control mouse brains slices to detect regions with high density of amyloid plaques. These regions were validated with histology methods. Using Monte Carlo techniques, we simulate SAXS computed tomography (SAXS-CT) system to study the potential of selectively differentiating amyloid targets in mouse and human head phantoms with detailed anatomy. We found contrast between amyloid and brain tissue at smallq(below 0.8 nm-1) in the neocortex region of the transgenic brain slices as supported by histology. We observed similar behavior through planar SAXS imaging of an amyloid-like fibril deposit with a 0.8 mm diameter at a known location on a wild type mouse brain. In our SAXS-CT simulations, we found that 33-keV x rays provide increase plaque visibility in the mouse head for targets of at least 0.1 mm in diameter, while in the human head, 70-keV x rays were capable of detecting plaques as small as 2 mm. To increase radiation efficiency, we used a weighted-sum image visualization approach allowing the dose deposited by 70-keV x rays per SAXS-CT slice of the human head to be reduced by a factor of 10 to 71 mGy for gray matter and 63 mGy for white matter. The findings suggest that a dedicated SAXS-CT system forin vivoamyloid imaging in small animals and humans can be successfully developed with further system optimization to detect regions with amyloid plaques in the brain with a safe level of radiation dose.


Subject(s)
Alzheimer Disease , Amyloidosis , Plaque, Amyloid , Alzheimer Disease/diagnostic imaging , Amyloid , Amyloidogenic Proteins , Animals , Brain/diagnostic imaging , Feasibility Studies , Mice , Plaque, Amyloid/diagnostic imaging , Scattering, Small Angle , X-Ray Diffraction , X-Rays
7.
Med Phys ; 46(9): 3924-3928, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31228352

ABSTRACT

PURPOSE: In silico imaging clinical trials are emerging alternative sources of evidence for regulatory evaluation and are typically cheaper and faster than human trials. In this Note, we describe the set of in silico imaging software tools used in the VICTRE (Virtual Clinical Trial for Regulatory Evaluation) which replicated a traditional trial using a computational pipeline. MATERIALS AND METHODS: We describe a complete imaging clinical trial software package for comparing two breast imaging modalities (digital mammography and digital breast tomosynthesis). First, digital breast models were developed based on procedural generation techniques for normal anatomy. Second, lesions were inserted in a subset of breast models. The breasts were imaged using GPU-accelerated Monte Carlo transport methods and read using image interpretation models for the presence of lesions. All in silico components were assembled into a computational pipeline. The VICTRE images were made available in DICOM format for ease of use and visualization. RESULTS: We describe an open-source collection of in silico tools for running imaging clinical trials. All tools and source codes have been made freely available. CONCLUSION: The open-source tools distributed as part of the VICTRE project facilitate the design and execution of other in silico imaging clinical trials. The entire pipeline can be run as a complete imaging chain, modified to match needs of other trial designs, or used as independent components to build additional pipelines.


Subject(s)
Clinical Trials as Topic , Computer Simulation , Mammography/methods , Humans , Image Processing, Computer-Assisted , Software
8.
Phys Med Biol ; 63(9): 09NT01, 2018 05 04.
Article in English | MEDLINE | ID: mdl-29633955

ABSTRACT

We report a novel method for developing gelatin-based phantom materials for transmission x-ray imaging with high stability at room temperature and tunable x-ray attenuation properties. This is achieved by efficiently cross-linking gelatin in a glycerin solution with only 10% water by volume and systematically decreasing their x-ray attenuation coefficients by doping with microbubbles that are originally designed to be used as lightweight additives for paints and crack fillers. For demonstration, we mimic breast glandular and adipose tissues by using such gelatin materials and also study the feasibility of 3D printing them based on the extrusion-based technique. Results from x-ray spectroscopy (15-45 keV) show the materials to have stable x-ray attenuation properties of glandular and adipose tissues over a period of two months. Micro-CT analysis of independently prepared samples shows the materials to be uniform and easy to reproduce with minimum variability in attenuation values. These materials can be used to 3D print realistic phantoms that mimic x-ray properties of various biological tissues.


Subject(s)
Adipose Tissue/diagnostic imaging , Breast/diagnostic imaging , Gelatin/chemistry , Phantoms, Imaging , Printing, Three-Dimensional/instrumentation , Tomography, X-Ray Computed/methods , Female , Humans , Radiography
9.
Phys Biol ; 14(4): 046001, 2017 06 29.
Article in English | MEDLINE | ID: mdl-28585521

ABSTRACT

Amyloid fibrils are highly structured protein aggregates associated with a wide range of diseases including Alzheimer's and Parkinson's. We report a structural investigation of an amyloid fibril model prepared from a commonly used plasma protein (bovine serum albumin (BSA)) using small-angle x-ray scattering (SAXS) technique. As a reference, the size estimates from SAXS are compared to dynamic light scattering (DLS) data and the presence of amyloid-like fibrils is confirmed using Congo red absorbance assay. Our SAXS results consistently show the structural transformation of BSA from spheroid to rod-like elongated structures during the fibril formation process. We observe the elongation of fibrils over two months with fibril length growing from 35.9 ± 3.0 nm to 51.5 ± 2.1 nm. Structurally metastable fibrils with distinct SAXS profiles have been identified. As proof of concept, we demonstrate the use of such distinct SAXS profiles to detect fibrils in the mixture solutions of two species by estimating their volume fractions. This easily detectable and well-characterized amyloid fibril model from BSA can be readily used as a control or standard reference to further investigate SAXS applications in the detection of structurally diverse amyloid fibrils associated with protein aggregation diseases.


Subject(s)
Amyloid/chemistry , Dynamic Light Scattering , Models, Biological , Scattering, Small Angle , X-Ray Diffraction , Serum Albumin, Bovine/chemistry , Time Factors
10.
ACS Appl Mater Interfaces ; 7(18): 9364-71, 2015 May 13.
Article in English | MEDLINE | ID: mdl-25886644

ABSTRACT

Recently, it has been reported that palladium nanocubes (PdNC) are capable of generating singlet oxygen without photoexcitation simply via chemisorption of molecular oxygen on its surface. Such a trait would make PdNC a highly versatile catalyst suitable in organic synthesis and a Reactive Oxygen Species (ROS) inducing cancer treatment reagent. Here we thoroughly investigated the catalytic activity of PdNC with respect to their ability to produce singlet oxygen and to oxidize 3,3',5,5'-tetramethylbenzidine (TMB), and analyzed the cytotoxic properties of PdNC on HeLa cells. Our findings showed no evidence of singlet oxygen production by PdNC. The nanocubes' activity is not necessarily linked to activation of oxygen. The oxidation of substrate on PdNC can be a first step, followed by PdNC regeneration with oxygen or other oxidant. The catalytic activity of PdNC toward the oxidation of TMB is very high and shows direct two-electron oxidation when the surface of the PdNC is clean and the ratio of TMB/PdNC is not very high. Sequential one electron oxidation is observed when the pristine quality of PdNC surface is compromised by serum or uncontrolled impurities and/or the ratio of TMB/PdNC is high. Clean PdNC in serum-free media efficiently induce apoptosis of HeLa cells. It is the primary route of cell death and is associated with hyperpolarization of mitochondria, contrary to a common mitochondrial depolarization initiated by ROS. Again, the effects are very sensitive to how well the pristine surface of PdNC is preserved, suggesting that PdNC can be used as an apoptosis inducing agent, but only with appropriate drug delivery system.


Subject(s)
Apoptosis/drug effects , Nanoparticles/toxicity , Oxygen/pharmacology , Palladium/toxicity , Benzidines/chemistry , Catalysis/drug effects , Cell Survival/drug effects , Fluorescence , HeLa Cells , Humans , Hydrogen Peroxide/pharmacology , Kinetics , Membrane Potential, Mitochondrial/drug effects , Nanoparticles/ultrastructure , Oxidation-Reduction/drug effects , Propidium/metabolism , Rhodamine 123/metabolism , Solutions , Spectrophotometry, Ultraviolet , Time Factors
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