METHODS FOR SCREENING THERAPEUTIC AGENT FOR PROTEIN CONFORMATIONAL DISEASES

Information

  • Patent Application
  • 20170212981
  • Publication Number
    20170212981
  • Date Filed
    July 28, 2016
    7 years ago
  • Date Published
    July 27, 2017
    6 years ago
Abstract
Provided is a screening method of a composition for preventing or treating various protein conformational diseases including Alzheimer's disease, and the screening method of a composition for diagnosing protein conformational diseases. The screening method according to the present invention can rapidly mass-screen the composition for treating or diagnosing the protein conformational diseases in silico with highly reliability based on the binding of the peptide of the present invention and the test material.
Description
CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims priority to Korean Patent application No. 10-2016-0010292 filed on Jan. 27, 2016, the entire contents of which are incorporated herein by reference.


REFERENCE TO A SEQUENCE LISTING

The Sequence Listing filed electronically herewith is also hereby incorporated by reference in its entirety (File Name: OP2016-022US_sequence_ST25.txt; Date Created: Jul. 28, 2016; File Size: 579 bytes)


BACKGROUND OF THE INVENTION

1. Field of the Invention


The present invention relates to a screening method of composition for treating or diagnosing protein conformational diseases using peptide mimicking a three-dimensional structure of Aβ oligomer.


2. Description of the Related Art


Protein misfolding diseases represent a group of disorders that have tissue deposition of β-sheet-rich, filamentous protein aggregates, known as amyloid fibrils in common. Alzheimer's disease (AD) is one of the most studied protein misfolding diseases in which amyloid β-peptide (Aβ) aggregates, forming extracellular neuritic plaques in the brain. AD affects well over 35 million worldwide, and this number is expected to grow dramatically as the population ages. Amyloidogenic proteins and peptides can adopt a number of distinct assembly states, and a key issue is which of these assembly states are more closely associated with pathogenesis. Fibrillization of Aβ resulting in plaque deposition has long been regarded as the cause of neurodegeneration in AD. However, recent data suggest that oligomeric soluble Aβ is principally responsible for the pathogenesis of AD, and its levels are more important in disease progression. The concept of Aβ intermediate involvement in the development of AD has been used to explain why amyloid pathology, defined by Aβ plaque load, is only poorly correlated with clinical AD presentation, effectively suggesting that amyloid plaque is a relatively nontoxic aggregated form of Aβ. Hence, there is an urgent need for the development of detection methods that are able to identify a variety of morphologically distinct Aβ peptides.


Aβ plaques have been detected using a number of fibril specific dyes, such as Congo Red (CR) or Thioflavin T(ThT), which preferably bind to mature amyloid fibrils. Neither CR nor ThT was suitable for in vivo use; nonetheless, they serve as the basis for development of improved imaging agents to detect amyloid accumulation, which gave rise to compounds such as PiB. Despite extensive research for many decades, it was only until recently that a brain imaging agent, Florbetapir, was approved by the Food and Drug Administration (FDA) to evaluate AD. In recent years, however, there has been a paradigm shift with numerous reported efforts involved in the development of effective methods for Aβ oligomers detection, including oligomer-specific antibody, oligomer-specific peptide-FlAsh system, peptide-based fluorescent protein, as well as the ELISA method. Yet, these detection methods often involve laborious construction methods, complicated instrumentation, or a long testing time, which make them inconvenient to use. In addition, their inability to cross the blood-brain barrier (BBB) makes them inappropriate for in vivo application.


Small fluorescent molecular probes, which yield high sensitivity and easy visibility, would offer a convenient and straightforward approach for the detection of Aβ oligomers. One of the reported oligomer specific fluorescence sensors showed the capability of distinguishing soluble Aβ from Aβ of ordered conformation but fell short of discriminating oligomers from fibrils and lack demonstration of biological application capabilities.


Here, the present inventors describe BD-Oligo, a novel fluorescent chemical probe that preferentially recognizes Aβ oligomeric assemblies over monomers or fibrils, by using diversity-oriented fluorescence library (DOFL) screening and computational techniques. DOFL was generated in house through combinatorial synthesis by the modification of side chains of different fluorescent dye backbones and has proven its versatility in sensor development. BD-Oligo demonstrates a dynamic oligomer-monitoring ability during Aβ peptide fibrillogenesis, as Aβ was induced to form oligomers and eventually fibrils over time. More importantly, BD-Oligo also shows BBB penetration with capabilities of staining Aβ oligomers in vivo.


Throughout this application, various patents and publications are referenced and citations are provided in parentheses. The disclosure of these patents and publications in their entities are hereby incorporated by references into this application in order to more fully describe this invention and the state of the art to which this invention pertains.


SUMMARY OF THE DISCLOSURE

The inventors of the present invention made the research effort for screening a therapeutic agent of various protein conformational diseases including Alzheimer's disease and developing a target for diagnosis having high reliability of the diseases. As a result, in the case of monitoring whether binding to a specific peptide reproducing a 3D feature of amyloid 3 (AP) oligomer molecules, the inventors can find a material which is specifically bound to Aβ oligomer known as a main cause of neurodegeneration in Alzheimer's disease and the like and discover that the found material may be applied as a composition for preventing or treating protein conformational diseases inhibiting the activity of Aβ oligomer; and a composition for diagnosis which determines a risk of the protein conformational disease by accurately measuring a level of Aβ oligomer in the body, thereby completing the present invention.


Therefore, an object of the present invention is to provide a screening method of a composition for preventing or treating protein conformational diseases.


Another object of the present invention is to provide a screening method of a composition for diagnosing protein conformational diseases.


Other objects and advantages of the present invention will become apparent from the following detailed description together with the appended claims and drawings.


Effect of the Invention

Features and advantages of the present invention are as follows.


(a) The present invention provides the screening method of the composition for preventing or treating various protein conformational diseases including Alzheimer's disease and the screening method of the composition for diagnosing the diseases.


(b) The method of the present invention can rapidly mass-screen the composition for treating or diagnosing the protein conformational diseases in silico with high reliability based on the binding of the peptide of the present invention and the test material.





BRIEF DESCRIPTION OF THE DRAWINGS


FIGS. 1A and 1B depict Conformational specificity of BD-Oligo. FIG. 1A depicts Chemical structure of BD-Oligo, and FIG. 1B depicts Emission spectra of BD-Oligo alone and when incubated with monomers, oligomers, and fibrils of Aβ (λex=530 nm, dye 5 M, Aβ 20 μM).



FIGS. 2A-2D depict Biophysical characterization of oligomer-specific response. FIG. 2A depicts Time-dependent fibril formation of Aβ was monitored by ThT, whereas BD-Oligo detects on-fibril pathway oligomers (dye 5 M, Aβ 20 μM), FIG. 2B depicts Kinetics of oligomer-specific immunoreactivity during fibrillogenesis, as probed by oligomer-specific A11 antibody and 6E10 antibody against Aβ, FIG. 2C depicts Pelleting assay for Aβ at various time points after fibril formation time course has been initiated, and FIG. 2D depicts Transmission electron microscopy (TEM) images of Aβ at day 0, day 1, and day 4 of fibrillogenesis.



FIG. 3 depicts BD-Oligo complex with Aβ oligomers. FIG. 3a depicts Aβ oligomer from X-ray (4NTR) from ref 29. F19 and V36 residues are shown in yellow, FIG. 3b depicts Optimized BD-Oligo structure at the B3LYP/6-31G* level, and FIG. 3c depicts Simulated complex structure of BD-Oligo and Aβ oligomer.



FIGS. 4A and 4B depict Ex vivo binding of BD-Oligo in 18 month old AD mouse brains. (a, b, and c) Fluorescence in the APP/PS 1 mouse brain injected with BDOligo using the channel for 6E10/4G8 labeling, BDOligo labeling, and the merged image, respectively. BD-Oligo fluorescence was present in the brain 24 h after an ip injection of BD-Oligo (see b), which colocalized with the Aβ labeling (see c). Arrows indicate plaques with colocalization. (d, e, and f) Fluorescence in the APP/PS1 mouse brain injected saline alone using the channel for 6E10/4G8 labeling, BD-Oligo labeling, and the merged image, respectively. There are no plaques seen in the BD-Oligo channel in the control saline-injected mice, indicating the specificity of the BDOligo oligomer labeling. Scale bar 100 μm.



FIGS. 5A and 5B depict Characterization of monomers, oligomers and fibrils formed from synthetic Aβ1-40 peptide. (a) Dot blots of Aβ probed by oligomer-specific A11 and 6E10 antibodies; (b) Emission spectra of ThT alone and when incubated with monomers, oligomers and fibrils of Aβ (λex=440 nm, dye: 5 μM, Aβ: 20 μM).



FIGS. 6A and 6B depict Spectra and spectral information of BD-Oligo. FIG. 6A depicts absorbance and emission spectra of BD-Oligo; and FIG. 6B deoucts absorbance maximum, emission maximum and quantum yield of BD-Oligo, measured in DMSO.



FIG. 7 depicts BD-Oligo binding constant (Aβ oligomers: 20 μM, λex=530 nm), F is the fluorescence intensity of BD-Oligo at 580 nm after binding with Aβ oligomers; and F0 is the fluorescence intensity of BD-Oligo at 580 nm before binding with Aβ oligomers.





DETAILED STATISTICS FOR FIGURE S3















Best-fit values



















Bmax
7.886



Kd
0.4819



NS
−0.2092



Background
−1.172



Std. Error



Bmax
0.3667



Kd
0.07957



NS
0.09903



Background
0.2375



95% Confidence Intervals



Bmax
7.088 to 8.685 



Kd
0.3085 to 0.6553 



NS
−0.4250 to 0.006613



Background
−1.690 to −0.6546



Goodness of Fit



Degrees of Freedom
12



R2
0.9958



Absolute Sum of Squares
0.1423



Sy.x
0.1089



Number of points
16



Analyzed











FIG. 8 depicts Time-dependent fibril formation of Aβ was monitored by ThT, whereas BD-Oligo detects on-fibril pathway oligomers (dye: 5 μM, Aβ: 20 μM). F is the fluorescence intensity of BD-Oligo at 580 nm after binding with Aβ oligomers; F0 is the fluorescence intensity of BD-Oligo at 580 nm before binding with Aβ oligomers.



FIG. 9 depicts Biophysical characterization of oligomer-specific response. CD spectra for Aβ at various time-points, after fibril formation time course is initiated.



FIG. 10 depicts Site-directed thermodynamics analysis of the BD-Oligo complex with Aβ oligomer (Aβ17-36). Residue-specific free energy values (Δf) are plotted for the free energy of Aβ oligomer with BD-Oligo binding (fcomplex) relative to that of Aβ oligomer without BD-Oligo (fAβ oligomer) for each residue.


DETAILED DESCRIPTION OF EMBODIMENTS

An aspect of the present invention provides a screening method of a composition for preventing or treating protein conformational diseases comprising the following steps:


(a) contacting peptide represented by the following Formula 1 and a test material to be analyzed;





[(X1)n-X3-X4-Phe-X5-X6-X7-X8-(X2)n-X9-X10-X11-X12-X13-X14-Val]m  Formula 1


in Formula 1, X1 and X2 are independently selected from the group consisting of ALA, GLY, and SER, respectively, X3 to X14 are independently selected from the group consisting of ALA, GLU, ILE, VAL, ASP, and LEU, respectively, and n is an integer of 2 to 4, and m is an integer of 3 to 12; and


(b) measuring binding of the peptide and the test material to be analyzed, in which when the binding of the peptide and the test material to be analyzed is detected, the test material is determined as the composition for preventing or treating the protein conformational diseases.


The inventors of the present invention made the research effort for screening a therapeutic agent of various protein conformational diseases including Alzheimer's disease and developing a target for diagnosis having high reliability of the diseases. As a result, in the case of monitoring whether binding to a specific peptide reproducing a 3D feature of amyloid β (Aβ) oligomer molecules, the inventors can find a material which is specifically bound to the Aβ oligomer known as a main cause of neurodegeneration in Alzheimer's disease and the like and discover that the found material may be applied as a composition for preventing or treating protein conformational diseases inhibiting the activity of the Aβ oligomer; and a composition for diagnosis which determines a risk of the protein conformational disease by accurately measuring a level of Aβ oligomer in the body.


According to the present invention, since the material bound to the peptide of the present invention is specifically bound to the Aβ oligomer corresponding to an intermediate in the fibrillation of Aβ and does not react with a monomer of Aβ and fibril without toxicity, the present invention may provide a screening method and a diagnosing method for a therapeutic agent with higher reliability.


The term of the test material used while mentioning the screening method of the present invention means an unknown material which is specifically bound to the Aβ oligomer or used in screening in order to examine whether to have an effect on the activity through binding. The test material includes a compound, nucleotide, peptide, and natural extracts, but is not limited thereto. Subsequently, in an environment where the test material is treated, the binding between the peptide of the present invention and the test material is measured. The binding may be measured by various methods known in the art, and as a result, when the binding between the peptide of the present invention and the test material is significantly formed, the test material may be determined as the composition for preventing or treating protein conformational diseases.


In this specification, the term “measurement” means including a series of deductive and inductive processes deriving an unknown value by using specific data, and thus, is used to have the same meaning as the meanings of calculation, prediction, investigation, and determination. Accordingly, in the present invention, the term “measurement” includes experimental measurement, computational calculation in silico, and establishment of a relationship between a plurality of variables based thereon.


In this specification, the term “peptide” means a series of macromolecules formed by binding amino acid residues by a peptide bond. In the peptide, a 3D form and a state change trend is influenced by a linear molecule consisting of a continuous binding of amino acid units, the entire size, charge and hydrophobicity of all or each constituent residue(s), whether to form covalent or non-covalent bonds, and the like, and when the form and trend are abnormal, protein aggregation and the like are caused to become causes of various protein conformational diseases (PCDs).


In this specification, the term “protein aggregation” means forming aggregates by accumulating and massing misfolded proteins within or outside cells. The term “misfolding” means that polypeptide is not normally folded to obtain a 3D structure having a unique function and activity of the protein. Since the misfolding and the aggregation of the proteins cause the lack of normal proteins or accumulate abnormal proteins to increase toxicity and thus cause various PCDs, the method of the present invention targeting Aβ oligomer as an intermediate of the Aβ aggregation provides important information to establish development strategy of a therapeutic composition of such diseases and predict the risk of diseases.


In this specification, the term “treating” means (a) inhibiting development of disorders, diseases, or symptoms, (b) reduction of disorders, diseases, or symptoms, or (c) removing disorders, diseases, or symptoms. The therapeutic composition found through the method of the present invention serves to inhibit development of PCD diseases, more particularly, symptoms which have been caused by amyloid fibril formation by specifically binding to the Aβ oligomer in objects catching Alzheimer's disease, or remove or reduce the PCD diseases. Accordingly, the composition found by the method of the present invention may be a therapeutic composition of PCD itself or administrated together with other pharmacological ingredients to be applied as a therapeutic adjuvant for the diseases. Accordingly, in this specification, the term of treating or therapeutic agent include auxiliary treating or therapeutic aids.


In this specification, the term “prevention” means that it has been not diagnosed that the diseases or the disorders are preserved, but generation of the diseases or the disorders is suppressed in objects which are susceptible to the diseases or the disorders.


In this specification, the term “administration” or “administrating” means that the same amount is formed in the body of the object by directly administrating a therapeutically effective dose of the composition of the present invention to the object. The “therapeutically effective dose” of the composition means the content of extract which is sufficient to provide treating or preventing effects to the object to administrate the composition and including a prevented effective dose. In this specification, the term “object” includes human, mouse, rat, guinea pig, dog, cat, horse, cow, pig, monkey, chimpanzee, baboon or rhesus monkeys, without limitation. In detail, the object of the present invention is the human.


According to the detailed exemplary embodiment of the present invention, steps (a) and (b) of the present invention are performed by using computational simulation.


In this specification, the term “computational simulation” means a simulation which predicts and reproduces a behavior of a specific system through a mathematical modeling by using one or a plurality of computational equipment consisting of a network. More particularly, the computational simulation is a molecular dynamic simulation. The molecular dynamic simulation is a computational simulation that numerically calculates the trajectory of atoms or molecules according to established physical laws and reproduces physical movement thereof. According to the present invention, the inventors examined stereoscopic features to perform Aβ oligomer-specific detection by performing quantum computation with respect to BD-Oligo which is a compound found through high throughput screening (HTS), and performing molecular docking searching and molecular dynamic simulation of the BD-Oligo and Aβ oligomer complex. When the binding of the peptide of the present invention and the test material to which the features are reflected is analyzed through the molecular dynamic simulation, active therapeutic agent or diagnostic agent candidates other than the BD-Oligo can be derived.


According to the exemplary embodiment of the present invention, X1 in Formula 1 is ALA.


According to the exemplary embodiment of the present invention, X3, X4, X5, X6, X7 and X8 in Formula 1 are independently selected from the group consisting of LEU, VAL, PHE, ALA, GLU, and ASP.


According to the exemplary embodiment of the present invention, X3, X4, X5, X6, X7 and X8 in Formula 1 are LEU, VAL, PHE, ALA, GLU, and ASP, respectively.


According to the exemplary embodiment of the present invention, X9, X10, X11, X12, X13 and X14 in Formula 1 are independently selected from the group consisting of ALA, ILE, and LEU.


According to the exemplary embodiment of the present invention, X9, X10, X11, X12, X13 and X14 in Formula 1 are ALA, ILE, ILE, ALA, LEU and ALA, respectively.


According to the exemplary embodiment of the present invention, n in Formula 1 is 2.


According to the exemplary embodiment of the present invention, m in Formula 1 is 3 or 12 and more particularly, m in Formula 1 is 3.


According to the exemplary embodiment of the present invention, PHE and C-terminal VAL between X4 and X5 in the Formula 1 has substantially the same coordinate as atom coordinate listed in Table 1 in the entire molecules.


In this specification, the term “substantially the same” means a sufficiently spatially similar case in at least a part of detailed 3D conformation of an atom coordinate (for example, things listed in Table 1) of a specific set. According to the present invention, an aromatic ring of the BD-Oligo which is the compound found through the HTS and a F19/V36 residue which is an exposed hydrophobic part in the Aβ oligomer form stacking interaction, and a carbonyl group of the BD-Oligo is bound to the Aβ oligomer by forming a CH—O bond with a V36 branched chain. Accordingly, peptide including six residues having substantially the same coordinate as a spatial coordinate of F19 and V36 in Aβ trimer listed in Table 1 provides information on whether the candidate materials are specifically bound to the Aβ oligomer. More particularly, substantially the same coordinate includes all values within a range of upper and lower limits of 0.05 of each coordinate listed in Table 1 and the like.


According to the exemplary embodiment of the present invention, the peptide used in the present invention has substantially the same coordinate as atomic coordinate listed in Table 2.


According to the present invention, the inventors used peptide mimicking a Aβ oligomer structure by binding 17-23 and 30-36 residue parts including F19 and V36, respectively, which are exposed hydrophobic residues which play an important role in the binding of the BD-Oligo as an exemplary binding material in the Aβ monomer with a modified linker. Accordingly, the peptide of the present invention has 54 residues corresponding trimer consisting of a monomer having 18 residues and an exemplary amino sequence of each monomer is AALVFFAEDAAAIIALAV (SEQ ID NO: 1) (Table 2). Among them, the residue corresponding to F19 of a natural Aβ monomer is No. 5 F and the residue corresponding to V36 is No. 18 V.


According to the exemplary embodiment of the present invention, the protein conformational disease to be prevented or treated by the composition screened by the method of the present invention is selected from the group consisting of Alzheimer's disease, Lewy body dementia, inclusion body myositis, and cerebral amyloid angiopathy and most particularly, Alzheimer's disease.


Another aspect of the present invention provides a screening method of a composition for diagnosing protein conformational diseases comprising the following steps:


(a) contacting peptide represented by the following Formula 1 and a test material to be analyzed;





[(X1)n-X3-X4-Phe-X5-X6-X7-X8-(X2)n-X9-X10-X11-X12-X13-X14-Val]m  Formula 1


in Formula 1, X1 and X2 are independently selected from the group consisting of ALA, GLY, and SER, respectively, X3 to X14 are independently selected from the group consisting of ALA, GLU, ILE, VAL, ASP, and LEU, respectively, and n is an integer of 2 to 4, and m is an integer of 3 to 12; and


(b) measuring binding of the peptide and the test material to be analyzed, in which when the binding of the peptide and the test material to be analyzed is detected, the test material is determined as the composition for diagnosing the protein conformational diseases.


Since the contacting of the peptide used in the present invention and the test material and the measuring of the binding to the test material are described above, in order to avoid excessive duplication, the disclosure thereof will be omitted.


In this specification, the term of diagnosis includes determining susceptibility of one object for a specific disease or disorder, determining whether one object has the specific disease or disorder at present, determining prognosis of one object having the specific disease or disorder, or therametrics (for example, monitoring an object state in order to provide information on the therapeutic efficacy). According to the present invention, based on the binding of the material found by the screening method of the present invention and the Aβ oligomer, when the fact that the binding degree thereof is significantly higher than the normal person is verified according various methods known in the art, it is determined that the level of the Aβ oligomer is increased and the risk of the protein conformational disease is high. In this specification, the term of increase in the risk of the protein conformational disease means that a possibility of the protein conformational disease is significantly high as compared with a normal object in a control group in the amount of Aβ oligomer.


The present invention will now be described in further detail by examples. It would be obvious to those skilled in the art that these examples are intended to be more concretely illustrative and the scope of the present invention as set forth in the appended claims is not limited to or by the examples.


EXAMPLES
Methods
Diversity-Oriented Fluorescence Library (DOFL) High-Throughput/Content Screening.

DOFL compounds were diluted from 1 mM DMSO stock solutions with the culture medium to make a final concentration of 1 μM. Chinese Hamster Ovary (CHO) cells and 7PA2 cells, which were both kindly donated by Dr. Edward H. Koo(University of California, San Diego), were plated side by side in 384 well plates and incubated with DOFL compounds for 2 h at 37° C. 7PA2 cells were stably transfected with plasmid encoding APP751 with V717F mutation and reported to produce low MW Aβ oligomers (up to 4-mer) in intracellular vesicles prior to secretion into the cell culture medium. Detailed characterization of 7PA2 cells has been reported in the literature. The fluorescence cell images of two regions per well were acquired using an ImageXpress Microcellular imaging system(Molecular Device, Sunnyvale, Calif.) with 10× objective lens, and the intensity was analyzed by MetaXpress image processing software (Molecular Devices, Sunnyvale, Calif.) and manual observation. The compounds which stained 7PA2 cells with brighter appearance than CHO cells were selected as candidates.


Peptide Preparation.

Synthetic Aβ1-40 was purchased from American Peptide Co. (Sunnyvale, Calif.) in lyophilized form. Dry peptide was dissolved in 1,1,1,3,3,3-hexafluoro-2-isopropanol (HFIP) and incubated at 25° C. for 1 h to remove any preformed aggregates. It was aliquoted into small aliquots and dried using a speed-vac. The dry peptide was stored at −20° C. until required, where each aliquot was then dissolved in 5 M GuHCl 10 mM Tris.Cl pH 8 to 1 mM peptide solution. After sonication in a sonicating water bath for 15 min, the solution was diluted with phosphate-buffered saline (PBS), pH 7.4, and stored on ice until use. This freshly prepared sample is referred to as monomer. To form fibrils, 100 μM sample is incubated for 24 h at 37° C. with 5 s shaking at a 7 min interval. Preformed oligomers were prepared by Aβ1-40 peptide solubilized in borate-buffered saline (50 mM BBS/PBS) and reacted with 5 mM glutaraldehyde overnight at 37° C. to produce stable oligomers by controlled polymerization, as previously described. The solution was neutralized with Tris buffer and then dialyzed against deionized distilled water overnight and lyophilized. Prior to fluorescence assays, it is resolubilized in deionized distilled water and diluted in PBS. Western blot performed on the sample with anti-Aβ 4G8/6E10 as primary antibody revealed major band of about 80 kDa and higher without monomers. By electron microscopy, the sample makes spheres of 10-20 nm.


Time-Dependent Fibril Formation.

For monitoring of fibril formation over time, 40 M peptide solution of Aβ1-40 was prepared as above and incubated at 37° C. with 5 s shaking at every 7 min interval. Fluorescence readings were taken at various time point intervals by mixing a 30 μL aliquot of peptide solution to 10 M dye. ThT signal was monitored at 480 nm by 444 nm excitation, whereas BD-Oligo was excited at 530 nm and its emission detected at 585 nm. Fluorescence was measured using a SpectraMax M2 spectrophotometer (Molecular Devices, Sunnyvale, Calif.). Aβ1-40 was also coincubated with dye to study any effects the dye may have on fibril formation.


Dot Blot Analysis.

A 3 μL amount of 40 M Aβ1-40 sample was spotted onto nitrocellulose membrane (Bio-Rad) at selected time points. The membranes were blocked by 10% (w/v) fat-free milk in 50 mM Tris 150 mM NaCl, pH 7.4, and 0.05% (v/v) Tween-20 (TBST buffer) for 1 h at room temperature, followed by incubation with antioligomer polyclonal A11 antibody (1:1000 dilution; Invitrogen) or Aβ1-16 (6E10) monoclonal antibody (1:1000 dilution; Covance) in 5% (w/v) fat-free milk and TBST buffer overnight at 4° C. The membranes were washed 3 times in TBST before incubation with antirabbit or antimouse antibody (1:5000 dilution) in 5% (w/v) fatfree milk and TBST buffer at room temperature for 1 h.


Pelleting Assay.

Aβ1-40 samples were incubated at 37° C. At selected time points, aliquots of 150 μL were removed and subjected to centrifugation at 100 000 rpm (TL-100 rotor, Beckman) for 20 min at 4° C. Under these centrifugation conditions, monomeric Aβ does not sediment significantly. The concentration of monomeric Aβ in the supernatant after centrifugation was monitored using fluorescence measurements based on the reaction of fluorescamine with primary amine groups. The supernatants (45 μL) were added to a microtiter plate along with 15 μL of 1 mg/mL fluorescamine in DMSO. Samples were incubated at room temperature for 5 min, and fluorescence intensities were measured using a SpectraMax M2 spectrophotometer (Molecular Devices, Sunnyvale, Calif.) with excitation and emission filters of 355 and 460 nm, respectively.


Transmission Electron Microscopy.

At selected time points, Aβ1-40 sample incubated at 37° C. was removed and applied to freshly glow-discharged carbon-coated copper grids. The grids were then stained with several drops of 2% potassium phosphotungstate, pH 6.8, and examined using an FEI Tecnai 12 transmission electron microscope operating at 120 kV. Images were obtained using an Olympus SiS MegaViewIII charge-coupled device camera.


Ex Vivo Imaging of Brains.

For ex vivo imaging, a stock solution of BD-Oligo was made at 10 mM in 100% DMSO.


Eighteen month old APP/PS 1 transgenic (Tg) AD model mice were given intraperitoneal (ip) injections with either 1.25 μL of BD-Oligo diluted in 500 μL of saline (n=2) or 500 μL of saline alone (n=2). APP/PS 1 Tg mice develop amyloid plaques from 4 months of age. Mice were anesthetized with an overdose of sodium pentobarbital and perfused 0.1 M PBS, pH 7.4. Brains were removed 24 h after the ip injection and fixed by immersion in periodate-lysine-paraformaldehyde for 24 h, cryo-protected in 30% sucrose for 3 days, and sectioned into 40 μm coronal sections using a cryostat. Brain sections from the BD-Oligoinjected mouse and the control APP/PS 1 mouse that received a saline alone injection were then stained for Aβ using fluorescent immunohistochemistry. Briefly, free floating sections were incubated with MOM blocking reagent (Vector) followed by an overnight incubation at 4° C. with anti-Aβ antibodies 4G8 and 6E10 diluted in MOM protein concentrate (Vector), as the present inventors previously published. Sections were then incubated with a 488 conjugated secondary antibody (Jackson Immunoresearch) for 2 h at room temperature, mounted onto slides, and cover slipped. Staining was visualized using a LMD6500 fluorescent microscope (Leica); 6E10/4G8 staining was imaged using in the green (488) channel, and BD-Oligo was imaged in the red (561) channel.


Computational Details.

The geometry of BD-Oligo was quantum mechanically optimized in the gas phase as well as in the aqueous phase. The stable complex structure of BD-Oligo with Aβ oligomer was executed by molecular docking search followed by allatom, explicit water molecular dynamics simulations. Thermodynamic analysis was then performed by applying the liquid integral-equation theory to simulated complex conformations.


Reagents and Solvents

The chemicals, including aldehydes and solvents, were purchased from Sigma Aldrich, Fluka, MERCK, Acros and Alfa Aesar. All the chemicals were directly used without further purification. Normal phase column chromatography purification was carried out using MERCK silica Gel 60 (Particle size: 230-400 mesh, 0.040-0.063 mm).


Measurements and Analysis

HPLC-MS was taken on an Agilent-1200 with a DAD detector and a single quadrupole mass spectrometer (6130 series). The analytical method, unless indicated, is A: H2O (0.1% HCOOH), B: CH3CN (0.1% HCOOH), gradient from 10 to 90% B in 10 minutes; C18 (2) Luna column (4.6×50 mm2, 3.5 m particle size). Spectroscopic and quantum yield data were measured on a SpectraMax M2 spectrophotometer (Molecular Devices). Compounds in solvent (100 μL) in 96-well polypropylene plates was for fluorescence measurement. Data analysis was performed using Graph Prism 5.0. 1H-NMR and 13C-NMR spectra were recorded on Bruker AMX500 (500 MHz) spectrometers, and chemical shifts are expressed in parts per million (ppm) and coupling constants are reported as a J value in Hertz (Hz).


Quantum Yield Measurements

Quantum yields for BD-Oligo were measured by dividing the integrated emission area of their fluorescent spectrum against the area of Rhodamine B in EtOH excited at 490 nm (Φrho-B=0.7). Quantum yields were then calculated using equation (1), where F represents the integrated emission area of fluorescent spectrum, rI represents the refractive index of the solvent, and Abs represents absorbance at excitation wavelength selected for standards and samples. Emission was integrated from 530 nm to 750 nm.










Φ
flu
sample

=



Φ
flu
reference



(


F
sample


F
reference


)




(


η
sample


η
reference


)



(


Abs
reference


Abs
sample


)






(
1
)







CD Spectroscopy

CD measurements were made using an Aviv model 62 DS CD spectrometer (Aviv Associates Inc., Lakewood, N.J.) at 25° C. with a 1-mm path length quartz cuvette, a spectral bandwidth of 1 nm, a signal averaging time of 1 s, and a data interval of 0.5 nm. The spectra presented are the averages of five measurements and corrected using a reference solution lacking Aβ.


Computational Methods
Quantum Mechanical Calculations

The geometry optimization for BD-Oligo compound was performed by using density functional theory at the B3LYP/6-31G* level at the gas phase as well as an aqueous phase using Gaussian 09 program. Vibrational frequency analyses were executed to verify the identity of each stationary point as an energy minimum.


Molecular Docking Search and Molecular Dynamics (MD) Simulations

BD-Oligo docking search with Aβ oligomer were executed by using AutoDock 4.0 software package. The docking simulations were carried out with a box centered on the Aβ oligomer and employing 50×50×50 grid points. For the Aβ oligomer structure, we used X-ray (4NTR) determined Aβ trimers derived from the β-amyloid peptide as a working model for toxic Aβ oligomer associated with Alzheimer's disease. We used the Lennard-Jones (LJ) parameter of carbon for boron atom due to the absent of LJ parameter for boron. This is not a harsh substitution since boron atom has four coordination number in BD-Oligo. Based on the global docking search, the most energy-minimized complex structure of BD-Oligo with Aβ oligomer was used as an initial structure for MD simulations. We performed all-atom, explicit-water MD simulations using AMBER 14 package with the ff99SB force field for the Aβcomplex and the TIP4P-Ew model10 for water. The 5,329 water molecules were added to the simulation box. The particle mesh Ewald (PME) method was applied for dealing long-range electrostatic interactions while 10 Å cutoff was used for the short-range non-bonded interactions. The system was initially subjected to 500 steps of steepest descent minimization followed by 500 steps of conjugate gradient minimization while the complex structure was constrained by 500 kcal/(mol*Å2) harmonic potential. Then, the system was minimized using 1,000 steps of steepest descent minimization followed by 1,500 steps of conjugate gradient minimization without harmonic restraints. The system was subsequently subjected to a 20 ps equilibration process in which the temperature was gradually raised from T=0 to 310 K with a constant volume. This was followed by a 200 ps constant-pressure (NPT) ensemble simulation at T=310 K and P=1 bar. We then carried out a 2 ns production run at T=310 K and P=1 bar.


Thermodynamics Calculations

We used the three-dimensional reference interaction site model (3D-RISM) theory to compute the solvation free energy ΔGsolv of the BD-Oligo complex with Aβ oligomer structure. This theory provides the equilibrium water distribution function around a given protein structure, with which ΔGsolv can be computed by using the Kirkwood charging formula. The internal energy (Eu) was directly computed from the force field used for the simulations. By combining the internal energy and the solvation free energy, we obtain a binding free energy (f=Eu+Gsolv). To obtain a residue-specific contribution to the binding free energy, we used an exact decomposition method which provides the site-directed thermodynamic contributions to the free energy upon complexation. In Figure S8, each bar represents the free energy difference (Δf) for each residue obtained from the free energy of Aβ oligomer with BD-Oligo (fcomplex) relative to Aβ oligomer without BD-Oligo (fAβ oligomer).


Synthesis and Characterization



embedded image


Procedure for BD-Oligo Synthesis

Compound 1 (20 mg, 47 μmol) and aldehyde (94 μmol, 2 equiv) were dissolved in acetonitrile (3 mL), with 6 equiv. of pyrrolidine (23.5 μL, 282 μmol) and 6 equiv. of AcOH (16.1 μL, 282 μmol). The condensation reaction was performed by heating to 90° C. for 5 min. The reaction mixture was cooled down to room and concentrated under vacuum, and purified by short silica column (EtOAc/Hexane=2:3). Yield: 17.1 mg (63.8%).


Results
Oligomer-Specific Sensor Discovery (BD-Oligo) and Characterization.

Since the proposed role of Aβ oligomers in the pathophysiology of AD, synthetic Aβ oligomers have been used as tools for the development of therapeutics and biomarkers. To develop an Aβ oligomer-selective probe in a living system, we incubated 7PA2 cells, which were reported to be enriched in Aβ oligomers, with 3500 DOFL compounds. When in the absence of mechanistic cues to rationally design probes for Aβ oligomers, we envisioned highthroughput screening to be crucial in helping us identify promising leads. By expanding this strategy, 5 candidate compounds were selected based on their higher fluorescence intensity in 7PA2 cells than in CHO cells, from which the 7PA2 cells were propagated. We then sought to further narrow these candidates by a more direct approach using a synthetically stabilized oligomer of Aβ in comparison to monomer and fibrils. While Aβ monomers and fibrils have been used widely, Aβ oligomer is challenging to form or maintain due to its dynamic nature. In this study, Aβ1-40 peptide was solubilized in borate-buffered saline (50 mM BBS/PBS) and reacted with 5 mM glutaraldehyde overnight at 37° C. to produce covalently stabilized Aβ oligomers, as previously described. The most selective oligomer fluorescence turn-on probe was dubbed BoDipy-Oligomer or BD-Oligo for short. With BD-Oligo, the highest fluorescence enhancement is observed upon incubation with Aβ oligomers, indicating a preference for these intermediary conformations of Aβ aggregation over monomers or fibrils (FIG. 5A).


We confirmed the conformations of different Aβ peptide preparation by dot blot assays, and the results showed that the oligomer responded most strongly to the antioligomer antibody(A11), which has been reported to specifically recognize a generic epitope common to prefibrillar oligomers but not monomers or fibrils. By blotting a replicate membrane with anti-Aβ1-16 (6E10) antibody, which does not discriminate different conformations of Aβ, a similar amount of protein was shown in all 3 Aβ preparations. Amyloid fibrils probe ThT showed fluorescence response in the increasing order of freshly prepared Aβ monomers, followed by oligomer and fibrils as expected (FIG. 5B).


The photophysical properties of BD-Oligo are characterized and summarized in Figure S2. To quantify the affinity of BDOligo for Aβ oligomers, we measured the apparent binding constant (Kd) of BD-Oligo by conducting a saturation assay. Transformation of the saturation binding data to a Scatchard plot indicated the affinity of BD-Oligo for oligomers with a Kd value of 0.48 μM (Figure S3).


Characterization of BD-Oligo


1H NMR (500 MHz, CDCl3) 6=7.70 (s, 2H), 7.28 (dd, J=7.6 Hz, 1.0, 1H), 7.02 (s, 1H), 6.82 (m, 4H), 6.28 (d, J=3.9 Hz, 1H), 4.78 (s, 2H), 4.20-4.04 (m, 2H), 3.39 (t, J=7.5 Hz, 2H), 2.96 (t, J=7.5 Hz, 2H), 2.25 (s, 3H), 1.45 (t, J=7.0 Hz, 3H); 13C NMR (126 MHz, CDCl3): 171.05, 157.99, 155.12, 145.96, 144.73, 143.09, 136.88, 133.60, 133.52, 126.81, 122.40, 121.88, 119.73, 119.43, 118.84, 116.97, 116.29, 112.13, 94.89, 74.02, 64.72, 33.03, 23.68, 14.81, 11.30. HRMS m/z (C25H24BCl3F2N2O4) calculated: 570.0863. found: 593.0775 (M+Na)+.


BD-Oligo Detects Oligomers on Fibril Formation Pathway.

Next, we investigated the oligomer-sensing ability of BD-Oligo over the course of Aβ fibril formation using the same peptide preparation instead of 3 different preprepared conformations as described earlier. To do this we subjected Aβ peptide to fibril-forming conditions, and at each selected time point, a small aliquot was sampled and added to BD-Oligo for fluorescence measurement. Concurrently, Aβ fibril formation samples were monitored with ThT, which reaches a maximum fluorescence after about 1 day and plateaus for the remaining incubation period. Measurements with BD-Oligo observed a gradual increase in fluorescence, which reaches the maximum fluorescence intensity at about day 1 incubation, followed by a decrease in signal over the remaining incubation period (FIG. 2A, FIG. 8). Fluorescence measurement of BD-Oligo alone in the same manner reveals no change in its signal intensity (data not shown). We postulate that the observed change in fluorescence signal is an indication of BD-Oligo detecting Aβ oligomeric species on-fibril pathway, whereby the signal increases as monomers aggregate into oligomers but decreases as more Aβ assemble into fibrils. To elucidate the aggregated species or the changes in protein conformations that BD-Oligo may be recognizing, we performed biophysical characterization of the sample during Aβ fibril formation. Particular attention was paid toward the day 1 species, where the probe has been observed to yield maximum fluorescence enhancement. Dot blots over the course of fibril formation showed that A11 recognizes earlier species in the incubation, most intense at 3-5 h, as compared to BDOligo, which recognizes the later (day 1) species (FIG. 2B). Pelleting assay showed that at day 1, quite similar to day 0, the majority of Aβ are still in solution and have not aggregated into large sedimenting materials. This implies that the aggregated species which enhanced the fluorescence of BD-Oligo are soluble, which is in stark contrast to the decrease in the fraction of soluble protein after 2 days incubation (FIG. 2C). At the same time, transmission electron microscopic (TEM) images taken at the end of the 4 day incubation confirmed the presence of Aβ fibrils. In contrast, TEM images captured either immediately after fibril formation has been initiated (day 0) or after 1 day incubation did not yet show any signs of fibrils (FIG. 2D). The secondary structure of Aβ analyzed by circular dichroism (CD) spectroscopy at selected time points indicated that Aβ is a random coil when freshly initiated to form fibrils (day 0), consistent with reports in the literature, while day 1 species is observed to possess β-sheet content, similar to fibrils formed at day 4 (FIG. 9). Taken together, the presence of β-sheet structure alone does not suffice to explain the binding specificity of our probe.


Structural Characteristics of Aft Oligomer Complex with BD-Oligo.


To understand the structural features and the binding specificity of BD-Oligo for Aβ oligomer over Aβ monomer and fibrils, we performed quantum mechanical calculations for BD-Oligo followed by a molecular docking search and molecular dynamics (MD) simulations for the complex of BD-Oligo and Aβ oligomer. To construct Aβ oligomer structure, we used X-ray-determined Aβ trimers derived from the β-amyloid peptide as a working model for toxic Aβ oligomer associated with neurodegeneration in AD(FIG. 3a). Though not a true depiction of the structure, the described computation methods offer a possible approximation as a starting point. BD-Oligo is most stable as a planar form in the gas phase as well as in an aqueous environment based on quantum mechanical calculations at the B3LYP/6-31G* level (FIG. 3b). To search for the stable complex structure of BDOligo with Aβ oligomer, we performed a molecular docking search followed by all-atom, explicit water MD simulations.


Upon complexation, BD-Oligo adopts a conformational transition from planar to twisted geometry in order to maximize the interaction with Aβ oligomer (FIG. 3c). The main binding mode is π-π stacking interactions between the aromatic rings of BD-Oligo and the exposed hydrophobic patches of Aβ oligomer. More specifically, the BODIPY ring and the phenyl ring of BD-Oligo are recognized by hydrophobic F19/V36 residues in A13 oligomer. Moreover, the carbonyl group of BD-Oligo forms CH—O bonding with V36 side chain. These binding modes between BD-Oligo and F19/V36 residues of Aβ oligomer are oligomer specific, since F19/V36 residues are exposed to solvent only in Aβ oligomer but not in Aβ fibrils. In addition, the F19/V36 residues are also less exposed to solvents in Aβ monomer, which displays intrinsic disorder in aqueous environments. The exposed F19/V36 residues which are only present in Aβ oligomer and not (or much less) in Aβ fibril (Aβ monomer) are quite suitable for BD-Oligo recognition by executing π-π stacking interactions as well as H bonding between them. This structural analysis offers the molecular motif on why BD-Oligo is an Aβ oligomer-specific detector. Atomic coordinates of the Aβ oligomer(4TNR) are shown in Table 1 and Table 2.









TABLE 1







Atomic coordinates of 19/V36 residue in the Aβ oligomer (4TNR)














amino acid1)
atomin#2)
atom
X axis
Y axis
Z axis



















(m = 1)PHE
1
N
−6.421
−2.621
0.015
0.00
0.00


(m = 1)PHE
2
CA
−5.012
−2.399
−0.318
0.00
0.00


(m = 1)PHE
3
C
−4.453
−3.567
−1.149
0.00
0.00


(m = 1)PHE
4
O
−5.031
−4.654
−1.190
0.00
0.00


(m = 1)PHE
5
CB
−4.203
−2.220
0.977
0.00
0.00


(m = 1)PHE
6
CG
−4.576
−1.013
1.821
0.00
0.00


(m = 1)PHE
7
CD1
−5.529
−1.130
2.850
0.00
0.00


(m = 1)PHE
8
CD2
−3.933
0.223
1.607
0.00
0.00


(m = 1)PHE
9
CE1
−5.827
−0.024
3.666
0.00
0.00


(m = 1)PHE
10
CE2
−4.227
1.326
2.426
0.00
0.00


(m = 1)PHE
11
CZ
−5.175
1.203
3.458
0.00
0.00


(m = 1)PHE
12
H
−6.642
−3.503
0.464
0.00
0.00


(m = 1)PHE
13
HA
−4.916
−1.491
−0.914
0.00
0.00


(m = 1)PHE
14
HB2
−4.312
−3.119
1.586
0.00
0.00


(m = 1)PHE
15
HB3
−3.145
−2.136
0.723
0.00
0.00


(m = 1)PHE
16
HD1
−6.031
−2.072
3.022
0.00
0.00


(m = 1)PHE
17
HD2
−3.204
0.328
0.815
0.00
0.00


(m = 1)PHE
18
HE1
−6.555
−0.124
4.460
0.00
0.00


(m = 1)PHE
19
HE2
−3.722
2.268
2.260
0.00
0.00


(m = 1)PHE
20
HZ
−5.398
2.051
4.088
0.00
0.00


(m = 1)VAL
1
N
−8.230
−3.726
5.411
0.00
0.00


(m = 1)VAL
2
CA
−7.728
−3.246
6.720
0.00
0.00


(m = 1)VAL
3
C
−8.627
−2.196
7.349
0.00
0.00


(m = 1)VAL
4
O
−8.747
−1.076
6.809
0.00
0.00


(m = 1)VAL
5
CB
−6.263
−2.757
6.616
0.00
0.00


(m = 1)VAL
6
CG1
−5.737
−2.296
7.977
0.00
0.00


(m = 1)VAL
7
CG2
−5.347
−3.890
6.117
0.00
0.00


(m = 1)VAL
8
OXT
−9.198
−2.496
8.421
0.00
0.00


(m = 1)VAL
9
H
−8.395
−3.024
4.699
0.00
0.00


(m = 1)VAL
10
HA
−7.730
−4.076
7.427
0.00
0.00


(m = 1)VAL
11
HB
−6.209
−1.930
5.916
0.00
0.00


(m = 1)VAL
12
1HG1
−5.853
−3.089
8.715
0.00
0.00


(m = 1)VAL
13
2HG1
−4.680
−2.034
7.900
0.00
0.00


(m = 1)VAL
14
3HG1
−6.280
−1.411
8.312
0.00
0.00


(m = 1)VAL
15
1HG2
−5.605
−4.162
5.098
0.00
0.00


(m = 1)VAL
16
2HG2
−4.310
−3.559
6.126
0.00
0.00


(m = 1)VAL
17
3HG2
−5.446
−4.763
6.761
0.00
0.00


(m = 2)PHE
1
N
0.507
7.190
−0.051
0.00
0.00


(m = 2)PHE
2
CA
−0.062
5.941
−0.266
0.00
0.00


(m = 2)PHE
3
C
−1.426
5.941
−0.975
0.00
0.00


(m = 2)PHE
4
O
−2.013
7.019
−1.071
0.00
0.00


(m = 2)PHE
5
CB
−0.170
5.134
1.091
0.00
0.00


(m = 2)PHE
6
CG
1.157
4.906
1.796
0.00
0.00


(m = 2)PHE
7
CD1
1.807
3.661
1.693
0.00
0.00


(m = 2)PHE
8
CD2
1.747
5.937
2.554
0.00
0.00


(m = 2)PHE
9
CE1
3.035
3.450
2.344
0.00
0.00


(m = 2)PHE
10
CE2
2.991
5.736
3.177
0.00
0.00


(m = 2)PHE
11
CZ
3.635
4.490
3.073
0.00
0.00


(m = 2)PHE
12
H
−0.096
7.868
0.402
0.00
0.00


(m = 2)PHE
13
HA
0.603
5.272
−0.907
0.00
0.00


(m = 2)PHE
14
HB2
−0.814
5.715
1.750
0.00
0.00


(m = 2)PHE
15
HB3
−0.651
4.166
0.942
0.00
0.00


(m = 2)PHE
16
HD1
1.368
2.862
1.113
0.00
0.00


(m = 2)PHE
17
HD2
1.253
6.894
2.645
0.00
0.00


(m = 2)PHE
18
HE1
3.521
2.487
2.270
0.00
0.00


(m = 2)PHE
19
HE2
3.440
6.537
3.744
0.00
0.00


(m = 2)PHE
20
HZ
4.584
4.325
3.565
0.00
0.00


(m = 2)VAL
1
N
0.692
11.186
4.953
0.00
0.00


(m = 2)VAL
2
CA
1.184
11.172
6.348
0.00
0.00


(m = 2)VAL
3
C
1.637
12.542
6.835
0.00
0.00


(m = 2)VAL
4
O
2.490
13.172
6.167
0.00
0.00


(m = 2)VAL
5
CB
2.289
10.114
6.523
0.00
0.00


(m = 2)VAL
6
CG1
2.761
10.034
7.980
0.00
0.00


(m = 2)VAL
7
CG2
1.793
8.721
6.110
0.00
0.00


(m = 2)VAL
8
OXT
1.145
12.970
7.898
0.00
0.00


(m = 2)VAL
9
H
1.308
10.816
4.241
0.00
0.00


(m = 2)VAL
10
HA
0.361
10.886
6.999
0.00
0.00


(m = 2)VAL
11
HB
3.138
10.379
5.892
0.00
0.00


(m = 2)VAL
12
1HG1
1.915
9.832
8.636
0.00
0.00


(m = 2)VAL
13
2HG1
3.499
9.240
8.091
0.00
0.00


(m = 2)VAL
14
3HG1
3.227
10.973
8.280
0.00
0.00


(m = 2)VAL
15
1HG2
1.563
8.698
5.044
0.00
0.00


(m = 2)VAL
16
2HG2
2.568
7.978
6.298
0.00
0.00


(m = 2)VAL
17
3HG2
0.899
8.457
6.675
0.00
0.00


(m = 3)PHE
1
N
5.068
−4.112
0.230
0.00
0.00


(m = 3)PHE
2
CA
4.165
−2.989
−0.030
0.00
0.00


(m = 3)PHE
3
C
4.879
−1.894
−0.836
0.00
0.00


(m = 3)PHE
4
O
6.103
−1.917
−0.963
0.00
0.00


(m = 3)PHE
5
CB
3.642
−2.444
1.309
0.00
0.00


(m = 3)PHE
6
CG
3.180
−3.504
2.295
0.00
0.00


(m = 3)PHE
7
CD1
1.993
−4.225
2.059
0.00
0.00


(m = 3)PHE
8
CD2
3.948
−3.778
3.444
0.00
0.00


(m = 3)PHE
9
CE1
1.569
−5.201
2.978
0.00
0.00


(m = 3)PHE
10
CE2
3.518
−4.747
4.366
0.00
0.00


(m = 3)PHE
11
CZ
2.324
−5.451
4.138
0.00
0.00


(m = 3)PHE
12
H
2.324
−3.914
0.807
0.00
0.00


(m = 3)PHE
13
HA
3.312
−3.336
−0.615
0.00
0.00


(m = 3)PHE
14
HB2
4.435
−1.858
1.776
0.00
0.00


(m = 3)PHE
15
HB3
2.811
−1.764
1.114
0.00
0.00


(m = 3)PHE
16
HD1
1.402
−4.022
1.176
0.00
0.00


(m = 3)PHE
17
HD2
4.866
−3.237
3.626
0.00
0.00


(m = 3)PHE
18
HE1
0.645
−5.737
2.812
0.00
0.00


(m = 3)PHE
19
HE2
4.095
−4.936
5.260
0.00
0.00


(m = 3)PHE
20
HZ
1.976
−6.171
4.864
0.00
0.00


(m = 3)VAL
1
N
8.155
−6.031
5.671
0.00
0.00


(m = 3)VAL
2
CA
7.906
−6.371
7.087
0.00
0.00


(m = 3)VAL
3
C
9.204
−6.528
7.876
0.00
0.00


(m = 3)VAL
4
O
10.204
−7.008
7.307
0.00
0.00


(m = 3)VAL
5
CB
7.008
−7.620
7.179
0.00
0.00


(m = 3)VAL
6
CG1
6.714
−8.039
8.624
0.00
0.00


(m = 3)VAL
7
CG2
5.654
−7.363
6.500
0.00
0.00


(m = 3)VAL
8
OXT
9.212
−6.124
9.064
0.00
0.00


(m = 3)VAL
9
H
7.796
−6.668
4.978
0.00
0.00


(m = 3)VAL
10
HA
7.374
−5.539
7.541
0.00
0.00


(m = 3)VAL
11
HB
7.504
−8.449
6.674
0.00
0.00


(m = 3)VAL
12
1HG1
6.305
−7.197
9.184
0.00
0.00


(m = 3)VAL
13
2HG1
6.001
−8.863
8.641
0.00
0.00


(m = 3)VAL
14
3HG1
7.629
−8.379
9.105
0.00
0.00


(m = 3)VAL
15
1HG2
5.787
−7.145
5.442
0.00
0.00


(m = 3)VAL
16
2HG2
5.020
−8.244
6.589
0.00
0.00


(m = 3)VAL
17
3HG2
5.156
−6.518
6.977
0.00
0.00
















TABLE 2







Atomic coordinates of 19/V36 residue in the Aβ oligomer (4TNR)















atom-










ic


a.a.


No.
Atom
A.A.
No
X axis
Y axis
Z axis


















1
N
ALA
1
−15.001
−3.720
3.884
0.00
0.00


2
CA
ALA
1
−14.101
−2.585
3.601
0.00
0.00


3
C
ALA
1
−12.707
−3.131
3.291
0.00
0.00


4
O
ALA
1
−12.627
−4.081
2.527
0.00
0.00


5
CB
ALA
1
−14.645
−1.747
2.433
0.00
0.00


6
HA
ALA
1
−14.043
−1.948
4.482
0.00
0.00


7
HB1
ALA
1
−13.959
−0.931
2.205
0.00
0.00


8
HB2
ALA
1
−14.756
−2.369
1.543
0.00
0.00


9
HB3
ALA
1
−15.614
−1.323
2.700
0.00
0.00


10
H1
ALA
1
−14.634
−4.288
4.634
0.00
0.00


11
H2
ALA
1
−15.066
−4.302
3.056
0.00
0.00


12
H3
ALA
1
−15.926
−3.389
4.119
0.00
0.00


13
N
ALA
2
−11.602
−2.643
3.862
0.00
0.00


14
CA
ALA
2
−11.428
−1.498
4.766
0.00
0.00


15
C
ALA
2
−12.027
−0.197
4.197
0.00
0.00


16
O
ALA
2
−13.125
0.175
4.603
0.00
0.00


17
CB
ALA
2
−11.916
−1.875
6.176
0.00
0.00


18
H
ALA
2
−10.738
−3.053
3.531
0.00
0.00


19
HA
ALA
2
−10.361
−1.316
4.879
0.00
0.00


20
HB1
ALA
2
−12.993
−2.026
6.204
0.00
0.00


21
HB2
ALA
2
−11.413
−2.784
6.510
0.00
0.00


22
HB3
ALA
2
−11.659
−1.072
6.869
0.00
0.00


23
N
LEU
3
−11.445
0.504
3.215
0.00
0.00


24
CA
LEU
3
−10.087
0.452
2.632
0.00
0.00


25
C
LEU
3
−9.547
−0.916
2.148
0.00
0.00


26
O
LEU
3
−9.059
−1.727
2.940
0.00
0.00


27
CB
LEU
3
−9.078
1.148
3.572
0.00
0.00


28
CG
LEU
3
−9.463
2.530
4.135
0.00
0.00


29
CD1
LEU
3
−8.275
3.119
4.894
0.00
0.00


30
CD2
LEU
3
−9.846
3.517
3.036
0.00
0.00


31
H
LEU
3
−12.013
1.278
2.892
0.00
0.00


32
HA
LEU
3
−10.129
1.070
1.734
0.00
0.00


33
HB2
LEU
3
−8.882
0.490
4.420
0.00
0.00


34
HB3
LEU
3
−8.147
1.258
3.015
0.00
0.00


35
HG
LEU
3
−10.300
2.423
4.824
0.00
0.00


36
1HD1
LEU
3
−7.443
3.292
4.213
0.00
0.00


37
2HD1
LEU
3
−8.565
4.065
5.350
0.00
0.00


38
3HD1
LEU
3
−7.967
2.431
5.679
0.00
0.00


39
1HD2
LEU
3
−10.770
3.196
2.563
0.00
0.00


40
2HD2
LEU
3
−10.013
4.505
3.467
0.00
0.00


41
3HD2
LEU
3
−9.053
3.572
2.291
0.00
0.00


42
N
VAL
4
−9.564
−1.157
0.834
0.00
0.00


43
CA
VAL
4
−8.824
−2.273
0.214
0.00
0.00


44
C
VAL
4
−7.439
−1.805
−0.251
0.00
0.00


45
O
VAL
4
−7.296
−0.736
−0.845
0.00
0.00


46
CB
VAL
4
−9.639
−2.943
−0.910
0.00
0.00


47
CG1
VAL
4
−8.848
−4.032
−1.647
0.00
0.00


48
CG2
VAL
4
−10.914
−3.584
−0.348
0.00
0.00


49
H
VAL
4
−9.988
−0.482
0.205
0.00
0.00


50
HA
VAL
4
−8.659
−3.043
0.966
0.00
0.00


51
HB
VAL
4
−9.935
−2.188
−1.632
0.00
0.00


52
1HG1
VAL
4
−8.498
−4.787
−0.943
0.00
0.00


53
2HG1
VAL
4
−9.486
−4.509
−2.388
0.00
0.00


54
3HG1
VAL
4
−7.997
−3.599
−2.171
0.00
0.00


55
1HG2
VAL
4
−11.545
−2.824
0.110
0.00
0.00


56
2HG2
VAL
4
−11.477
−4.051
−1.157
0.00
0.00


57
3HG2
VAL
4
−10.659
−4.341
0.395
0.00
0.00


58
N
PHE
5
−6.421
−2.621
0.015
0.00
0.00


59
CA
PHE
5
−5.012
−2.399
−0.318
0.00
0.00


60
C
PHE
5
−4.453
−3.567
−1.149
0.00
0.00


61
O
PHE
5
−5.031
−4.654
−1.190
0.00
0.00


62
CB
PHE
5
−4.203
−2.220
0.977
0.00
0.00


63
CG
PHE
5
−4.576
−1.013
1.821
0.00
0.00


64
CD1
PHE
5
−5.529
−1.130
2.850
0.00
0.00


65
CD2
PHE
5
−3.933
0.223
1.607
0.00
0.00


66
CE1
PHE
5
−5.827
−0.024
3.666
0.00
0.00


67
CE2
PHE
5
−4.227
1.326
2.426
0.00
0.00


68
CZ
PHE
5
−5.175
1.203
3.458
0.00
0.00


69
H
PHE
5
−6.642
−3.503
0.464
0.00
0.00


70
HA
PHE
5
−4.916
−1.491
−0.914
0.00
0.00


71
HB2
PHE
5
−4.312
−3.119
1.586
0.00
0.00


72
HB3
PHE
5
−3.145
−2.136
0.723
0.00
0.00


73
HD1
PHE
5
−6.031
−2.072
3.022
0.00
0.00


74
HD2
PHE
5
−3.204
0.328
0.815
0.00
0.00


75
HE1
PHE
5
−6.555
−0.124
4.460
0.00
0.00


76
HE2
PHE
5
−3.722
2.268
2.260
0.00
0.00


77
HZ
PHE
5
−5.398
2.051
4.088
0.00
0.00


78
N
PHE
6
−3.293
−3.364
−1.777
0.00
0.00


79
CA
PHE
6
−2.591
−4.370
−2.585
0.00
0.00


80
C
PHE
6
−1.207
−4.681
−2.002
0.00
0.00


81
O
PHE
6
−0.555
−3.790
−1.454
0.00
0.00


82
CB
PHE
6
−2.474
−3.884
−4.038
0.00
0.00


83
CG
PHE
6
−3.792
−3.481
−4.672
0.00
0.00


84
CD1
PHE
6
−4.677
−4.469
−5.143
0.00
0.00


85
CD2
PHE
6
−4.149
−2.120
−4.765
0.00
0.00


86
CE1
PHE
6
−5.914
−4.098
−5.700
0.00
0.00


87
CE2
PHE
6
−5.387
−1.750
−5.317
0.00
0.00


88
CZ
PHE
6
−6.271
−2.740
−5.780
0.00
0.00


89
H
PHE
6
−2.827
−2.480
−1.650
0.00
0.00


90
HA
PHE
6
−3.161
−5.299
−2.593
0.00
0.00


91
HB2
PHE
6
−1.792
−3.033
−4.070
0.00
0.00


92
HB3
PHE
6
−2.028
−4.680
−4.638
0.00
0.00


93
HD1
PHE
6
−4.414
−5.515
−5.065
0.00
0.00


94
HD2
PHE
6
−3.478
−1.356
−4.399
0.00
0.00


95
HE1
PHE
6
−6.601
−4.854
−6.059
0.00
0.00


96
HE2
PHE
6
−5.668
−0.707
−5.380
0.00
0.00


97
HZ
PHE
6
−7.229
−2.458
−6.197
0.00
0.00


98
N
ALA
7
−0.741
−5.923
−2.149
0.00
0.00


99
CA
ALA
7
0.599
−6.336
−1.735
0.00
0.00


100
C
ALA
7
1.227
−7.333
−2.722
0.00
0.00


101
O
ALA
7
0.547
−8.161
−3.336
0.00
0.00


102
CB
ALA
7
0.539
−6.900
−0.309
0.00
0.00


103
H
ALA
7
−1.320
−6.617
−2.615
0.00
0.00


104
HA
ALA
7
1.247
−5.457
−1.713
0.00
0.00


105
HB1
ALA
7
−0.076
−7.798
−0.286
0.00
0.00


106
HB2
ALA
7
1.546
−7.146
0.030
0.00
0.00


107
HB3
ALA
7
0.113
−6.156
0.364
0.00
0.00


108
N
GLU
8
2.550
−7.267
−2.846
0.00
0.00


109
CA
GLU
8
3.345
−8.270
−3.544
0.00
0.00


110
C
GLU
8
3.732
−9.389
−2.564
0.00
0.00


111
O
GLU
8
4.285
−9.140
−1.494
0.00
0.00


112
CB
GLU
8
4.556
−7.597
−4.219
0.00
0.00


113
CG
GLU
8
5.378
−8.566
−5.079
0.00
0.00


114
CD
GLU
8
6.837
−8.132
−5.226
0.00
0.00


115
OE1
GLU
8
7.755
−8.867
−4.784
0.00
0.00


116
OE2
GLU
8
7.141
−7.036
−5.758
0.00
0.00


117
H
GLU
8
3.053
−6.610
−2.255
0.00
0.00


118
HA
GLU
8
2.736
−8.708
−4.335
0.00
0.00


119
HB2
GLU
8
4.208
−6.782
−4.855
0.00
0.00


120
HB3
GLU
8
5.192
−7.174
−3.444
0.00
0.00


121
HG2
GLU
8
5.368
−9.553
−4.624
0.00
0.00


122
HG3
GLU
8
4.921
−8.649
−6.065
0.00
0.00


123
N
ASP
9
3.470
−10.636
−2.950
0.00
0.00


124
CA
ASP
9
3.841
−11.853
−2.217
0.00
0.00


125
C
ASP
9
4.738
−12.769
−3.084
0.00
0.00


126
O
ASP
9
4.824
−13.981
−2.864
0.00
0.00


127
CB
ASP
9
2.545
−12.541
−1.744
0.00
0.00


128
CG
ASP
9
2.810
−13.628
−0.707
0.00
0.00


129
OD1
ASP
9
3.588
−13.364
0.238
0.00
0.00


130
OD2
ASP
9
2.265
−14.753
−0.820
0.00
0.00


131
H
ASP
9
2.998
−10.785
−3.835
0.00
0.00


132
HA
ASP
9
4.423
−11.578
−1.338
0.00
0.00


133
HB2
ASP
9
1.895
−11.793
−1.285
0.00
0.00


134
HB3
ASP
9
2.021
−12.955
−2.604
0.00
0.00


135
N
ALA
10
5.334
−12.183
−4.136
0.00
0.00


136
CA
ALA
10
5.841
−12.839
−5.343
0.00
0.00


137
C
ALA
10
6.926
−13.859
−4.988
0.00
0.00


138
O
ALA
10
8.039
−13.429
−4.672
0.00
0.00


139
CB
ALA
10
6.336
−11.770
−6.326
0.00
0.00


140
H
ALA
10
5.206
−11.186
−4.204
0.00
0.00


141
HA
ALA
10
5.035
−13.316
−5.870
0.00
0.00


142
HB1
ALA
10
5.513
−11.108
−6.595
0.00
0.00


143
HB2
ALA
10
7.146
−11.188
−5.892
0.00
0.00


144
HB3
ALA
10
6.696
−12.253
−7.235
0.00
0.00


145
N
ALA
11
6.715
−15.185
−5.011
0.00
0.00


146
CA
ALA
11
5.668
−16.099
−5.539
0.00
0.00


147
C
ALA
11
4.247
−15.651
−6.001
0.00
0.00


148
O
ALA
11
3.838
−16.070
−7.089
0.00
0.00


149
CB
ALA
11
5.507
−17.231
−4.515
0.00
0.00


150
H
ALA
11
7.523
−15.676
−4.642
0.00
0.00


151
HA
ALA
11
6.118
−16.555
−6.421
0.00
0.00


152
HB1
ALA
11
4.930
−18.046
−4.955
0.00
0.00


153
HB2
ALA
11
6.482
−17.616
−4.214
0.00
0.00


154
HB3
ALA
11
4.976
−16.860
−3.640
0.00
0.00


155
N
ALA
12
3.450
−14.902
−5.228
0.00
0.00


156
CA
ALA
12
2.073
−14.482
−5.575
0.00
0.00


157
C
ALA
12
1.831
−12.949
−5.604
0.00
0.00


158
O
ALA
12
2.705
−12.157
−5.266
0.00
0.00


159
CB
ALA
12
1.119
−15.190
−4.606
0.00
0.00


160
H
ALA
12
3.813
−14.604
−4.327
0.00
0.00


161
HA
ALA
12
1.832
−14.838
−6.579
0.00
0.00


162
HB1
ALA
12
1.267
−14.818
−3.594
0.00
0.00


163
HB2
ALA
12
0.083
−15.017
−4.900
0.00
0.00


164
HB3
ALA
12
1.312
−16.263
−4.613
0.00
0.00


165
N
ILE
13
0.625
−12.512
−5.988
0.00
0.00


166
CA
ILE
13
0.146
−11.116
−5.900
0.00
0.00


167
C
ILE
13
−1.239
−11.133
−5.243
0.00
0.00


168
O
ILE
13
−2.069
−11.964
−5.623
0.00
0.00


169
CB
ILE
13
0.092
−10.449
−7.298
0.00
0.00


170
CG1
ILE
13
1.458
−10.387
−8.022
0.00
0.00


171
CG2
ILE
13
−0.531
−9.040
−7.229
0.00
0.00


172
CD1
ILE
13
2.519
−9.484
−7.379
0.00
0.00


173
H
ILE
13
−0.073
−13.200
−6.233
0.00
0.00


174
HA
ILE
13
0.810
−10.534
−5.261
0.00
0.00


175
HB
ILE
13
−0.565
−11.057
−7.923
0.00
0.00


176
2HG1
ILE
13
1.866
−11.395
−8.106
0.00
0.00


177
3HG1
ILE
13
1.290
−10.029
−9.037
0.00
0.00


178
1HG2
ILE
13
−0.013
−8.429
−6.489
0.00
0.00


179
2HG2
ILE
13
−0.466
−8.557
−8.204
0.00
0.00


180
3HG2
ILE
13
−1.586
−9.104
−6.958
0.00
0.00


181
1HD1
ILE
13
2.715
−9.798
−6.357
0.00
0.00


182
2HD1
ILE
13
3.444
−9.558
−7.952
0.00
0.00


183
3HD1
ILE
13
2.191
−8.444
−7.384
0.00
0.00


184
N
ILE
14
−1.486
−10.255
−4.261
0.00
0.00


185
CA
ILE
14
−2.682
−10.312
−3.402
0.00
0.00


186
C
ILE
14
−3.324
−8.935
−3.158
0.00
0.00


187
O
ILE
14
−2.677
−7.889
−3.254
0.00
0.00


188
CB
ILE
14
−2.369
−11.026
−2.059
0.00
0.00


189
CG1
ILE
14
−1.476
−10.178
−1.125
0.00
0.00


190
CG2
ILE
14
−1.774
−12.429
−2.285
0.00
0.00


191
CD1
ILE
14
−1.276
−10.796
0.263
0.00
0.00


192
H
ILE
14
−0.783
−9.557
−4.031
0.00
0.00


193
HA
ILE
14
−3.438
−10.913
−3.909
0.00
0.00


194
HB
ILE
14
−3.324
−11.168
−1.550
0.00
0.00


195
2HG1
ILE
14
−0.500
−10.028
−1.586
0.00
0.00


196
3HG1
ILE
14
−1.937
−9.203
−0.974
0.00
0.00


197
1HG2
ILE
14
−0.743
−12.357
−2.630
0.00
0.00


198
2HG2
ILE
14
−1.796
−13.002
−1.358
0.00
0.00


199
3HG2
ILE
14
−2.364
−12.966
−3.027
0.00
0.00


200
1HD1
ILE
14
−0.640
−11.679
0.199
0.00
0.00


201
2HD1
ILE
14
0.797
−10.064
0.909
0.00
0.00


202
3HD1
ILE
14
−2.241
−11.069
0.691
0.00
0.00


203
N
ALA
15
−4.601
−8.960
−2.769
0.00
0.00


204
CA
ALA
15
−5.316
−7.840
−2.159
0.00
0.00


205
C
ALA
15
−5.646
−8.146
−0.684
0.00
0.00


206
O
ALA
15
−5.759
−9.311
−0.293
0.00
0.00


207
CB
ALA
15
−6.562
−7.516
−2.992
0.00
0.00


208
H
ALA
15
−5.055
−9.857
−2.701
0.00
0.00


209
HA
ALA
15
−4.676
−6.957
−2.171
0.00
0.00


210
HB1
ALA
15
−7.246
−8.365
−2.989
0.00
0.00


211
HB2
ALA
15
−7.069
−6.647
−2.570
0.00
0.00


212
HB3
ALA
15
−6.272
−7.288
−4.018
0.00
0.00


213
N
LEU
16
−5.779
−7.095
0.126
0.00
0.00


214
CA
LEU
16
−6.004
−7.136
1.577
0.00
0.00


215
C
LEU
16
−7.027
−6.068
1.995
0.00
0.00


216
O
LEU
16
−7.119
−5.013
1.370
0.00
0.00


217
CB
LEU
16
−4.668
−6.896
2.312
0.00
0.00


218
CG
LEU
16
−3.590
−7.979
2.108
0.00
0.00


219
CD1
LEU
16
−2.265
−7.491
2.692
0.00
0.00


220
CD2
LEU
16
−3.959
−9.289
2.804
0.00
0.00


221
H
LEU
16
−5.697
−6.170
−0.290
0.00
0.00


222
HA
LEU
16
−6.405
−8.112
1.861
0.00
0.00


223
HB2
LEU
16
−4.269
−5.938
1.974
0.00
0.00


224
HB3
LEU
16
−4.868
−6.807
3.382
0.00
0.00


225
HG
LEU
16
−3.437
−8.165
1.046
0.00
0.00


226
1HD1
LEU
16
−2.392
−7.278
3.751
0.00
0.00


227
2HD1
LEU
16
−1.500
−8.256
2.565
0.00
0.00


228
3HD1
LEU
16
−1.946
−6.586
2.176
0.00
0.00


229
1HD2
LEU
16
−4.862
−9.704
2.358
0.00
0.00


230
2HD2
LEU
16
−3.155
−10.014
2.687
0.00
0.00


231
52
LEU
16
−4.128
−9.116
3.866
0.00
0.00


232
N
ALA
17
−7.763
−6.316
3.077
0.00
0.00


233
CA
ALA
17
−8.737
−5.373
3.643
0.00
0.00


234
C
ALA
17
−8.359
−5.024
5.092
0.00
0.00


235
O
ALA
17
−8.193
−5.941
5.905
0.00
0.00


236
CB
ALA
17
−10.129
−6.005
3.555
0.00
0.00


237
H
ALA
17
−7.612
−7.185
3.575
0.00
0.00


238
HA
ALA
17
−8.746
−4.443
3.065
0.00
0.00


239
HB1
ALA
17
−10.126
−6.972
4.059
0.00
0.00


240
HB2
ALA
17
−10.859
−5.364
4.047
0.00
0.00


241
HB3
ALA
17
−10.410
−6.141
2.510
0.00
0.00


242
N
VAL
18
−8.230
−3.726
5.411
0.00
0.00


243
CA
VAL
18
−7.728
−3.246
6.720
0.00
0.00


244
C
VAL
18
−8.627
−2.196
7.349
0.00
0.00


245
O
VAL
18
−8.747
−1.076
6.809
0.00
0.00


246
CB
VAL
18
−6.263
−2.757
6.616
0.00
0.00


247
CG1
VAL
18
−5.737
−2.296
7.977
0.00
0.00


248
CG2
VAL
18
−5.347
−3.890
6.117
0.00
0.00


249
OXT
VAL
18
−9.198
−2.496
8.421
0.00
0.00


250
H
VAL
18
−8.395
−3.024
4.699
0.00
0.00


251
HA
VAL
18
−7.730
−4.076
7.427
0.00
0.00


252
HB
VAL
18
−6.209
−1.930
5.916
0.00
0.00


253
1HG1
VAL
18
−5.853
−3.089
8.715
0.00
0.00


254
2HG1
VAL
18
−4.680
−2.034
7.900
0.00
0.00


255
3HG1
VAL
18
−6.280
−1.411
8.312
0.00
0.00


256
1HG2
VAL
18
−5.605
−4.162
5.098
0.00
0.00


257
2HG2
VAL
18
−4.310
−3.559
6.126
0.00
0.00


258
3HG2
VAL
18
−5.446
−4.763
6.761
0.00
0.00


259
N
ALA
19
2.334
14.833
4.025
0.00
0.00


260
CA
ALA
19
3.549
14.187
3.493
0.00
0.00


261
C
ALA
19
3.205
12.758
3.061
0.00
0.00


262
O
ALA
19
2.063
12.504
2.707
0.00
0.00


263
CB
ALA
19
4.149
15.003
2.341
0.00
0.00


264
HA
ALA
19
4.281
14.123
4.296
0.00
0.00


265
HB1
ALA
19
5.059
14.523
1.978
0.00
0.00


266
HB2
ALA
19
3.433
15.075
1.519
0.00
0.00


267
HB3
ALA
19
4.397
16.007
2.689
0.00
0.00


268
H1
ALA
19
1.983
14.274
4.796
0.00
0.00


269
H2
ALA
19
1.626
14.891
3.304
0.00
0.00


270
H3
ALA
19
2.525
15.760
4.382
0.00
0.00


271
N
ALA
20
4.110
11.781
3.061
0.00
0.00


272
CA
ALA
20
5.521
11.831
3.432
0.00
0.00


273
C
ALA
20
6.501
11.319
2.344
0.00
0.00


274
O
ALA
20
7.421
12.071
2.046
0.00
0.00


275
CB
ALA
20
5.702
11.163
4.800
0.00
0.00


276
H
ALA
20
3.739
10.868
2.827
0.00
0.00


277
HA
ALA
20
5.806
12.872
3.579
0.00
0.00


278
HB1
ALA
20
5.264
10.169
4.802
0.00
0.00


279
HB2
ALA
20
6.764
11.098
5.042
0.00
0.00


280
HB3
ALA
20
5.203
11.760
5.564
0.00
0.00


281
N
LEU
21
6.434
10.156
1.673
0.00
0.00


282
CA
LEU
21
5.622
8.917
1.732
0.00
0.00


283
C
LEU
21
4.093
9.048
1.613
0.00
0.00


284
O
LEU
21
3.387
9.122
2.619
0.00
0.00


285
CB
LEU
21
6.074
7.966
2.861
0.00
0.00


286
CG
LEU
21
7.588
7.706
2.962
0.00
0.00


287
CD1
LEU
21
7.859
6.720
4.101
0.00
0.00


288
CD2
LEU
21
8.161
7.110
1.676
0.00
0.00


289
H
LEU
21
7.168
10.111
0.979
0.00
0.00


290
HA
LEU
21
5.894
8.380
0.824
0.00
0.00


291
HB2
LEU
21
5.723
8.344
3.816
0.00
0.00


292
HB3
LEU
21
5.579
7.008
2.698
0.00
0.00


293
HG
LEU
21
8.107
8.638
3.186
0.00
0.00


294
1HD1
LEU
21
7.371
5.767
3.897
0.00
0.00


295
2HD1
LEU
21
8.933
6.560
4.197
0.00
0.00


296
3HD1
LEU
21
7.481
7.128
5.037
0.00
0.00


297
1HD2
LEU
21
8.077
7.828
0.863
0.00
0.00


298
2HD2
LEU
21
9.219
6.891
1.814
0.00
0.00


299
3HD2
LEU
21
7.627
6.199
1.409
0.00
0.00


300
N
VAL
22
3.589
9.051
0.377
0.00
0.00


301
CA
VAL
22
2.153
9.000
0.033
0.00
0.00


302
C
VAL
22
1.744
7.574
−0.369
0.00
0.00


303
O
VAL
22
2.534
6.829
−0.950
0.00
0.00


304
CB
VAL
22
1.815
10.050
−1.050
0.00
0.00


305
CG1
VAL
22
0.395
9.938
−1.620
0.00
0.00


306
CG2
VAL
22
1.967
11.469
−0.482
0.00
0.00


307
H
VAL
22
4.248
8.957
−0.393
0.00
0.00


308
HA
VAL
22
1.568
9.253
0.918
0.00
0.00


309
HB
VAL
22
2.517
9.948
−1.876
0.00
0.00


310
1HG1
VAL
22
−0.342
9.992
−0.818
0.00
0.00


311
2HG1
VAL
22
0.213
10.746
−2.328
0.00
0.00


312
3HG1
VAL
22
0.277
8.996
−2.159
0.00
0.00


313
1HG2
VAL
22
2.979
11.620
−0.111
0.00
0.00


314
2HG2
VAL
22
1.774
12.203
−1.264
0.00
0.00


315
3HG2
VAL
22
1.257
11.619
0.332
0.00
0.00


316
N
PHE
23
0.507
7.190
−0.051
0.00
0.00


317
CA
PHE
23
−0.062
5.854
−0.266
0.00
0.00


318
C
PHE
23
−1.426
5.941
−0.975
0.00
0.00


319
O
PHE
23
−2.013
7.019
−1.071
0.00
0.00


320
CB
PHE
23
−0.170
5.134
1.091
0.00
0.00


321
CG
PHE
23
1.157
4.906
1.796
0.00
0.00


322
CD1
PHE
23
1.807
3.661
1.693
0.00
0.00


323
CD2
PHE
23
1.747
5.937
2.554
0.00
0.00


324
CE1
PHE
23
3.035
3.450
2.344
0.00
0.00


325
CE2
PHE
23
2.991
5.736
3.177
0.00
0.00


326
CZ
PHE
23
3.635
4.490
3.073
0.00
0.00


327
H
PHE
23
−0.096
7.868
0.402
0.00
0.00


328
HA
PHE
23
0.603
5.272
−0.907
0.00
0.00


329
HB2
PHE
23
−0.814
5.715
1.750
0.00
0.00


330
HB3
PHE
23
−0.651
4.166
0.942
0.00
0.00


331
HD1
PHE
23
1.368
2.862
1.113
0.00
0.00


332
HD2
PHE
23
1.253
6.894
2.645
0.00
0.00


333
HE1
PHE
23
3.521
2.487
2.270
0.00
0.00


334
HE2
PHE
23
3.440
6.537
3.744
0.00
0.00


335
HZ
PHE
23
4.584
4.325
3.565
0.00
0.00


336
N
PHE
24
−1.952
4.811
−1.457
0.00
0.00


337
CA
PHE
24
−3.236
4.730
−2.171
0.00
0.00


338
C
PHE
24
−4.070
3.528
−1.708
0.00
0.00


339
O
PHE
24
−3.512
2.531
−1.248
0.00
0.00


340
CB
PHE
24
−2.994
4.670
−3.690
0.00
0.00


341
CG
PHE
24
−2.207
5.840
−4.252
0.00
0.00


342
CD1
PHE
24
−2.856
7.064
−4.510
0.00
0.00


343
CD2
PHE
24
−0.824
5.721
−4.489
0.00
0.00


344
CE1
PHE
24
−2.122
8.165
−4.985
0.00
0.00


345
CE2
PHE
24
−0.092
6.822
−4.967
0.00
0.00


346
CZ
PHE
24
−0.740
8.043
−5.211
0.00
0.00


347
H
PHE
24
−1.467
3.940
−1.297
0.00
0.00


348
HA
PHE
24
−3.818
5.625
−1.959
0.00
0.00


349
HB2
PHE
24
−2.468
3.743
−3.925
0.00
0.00


350
HB3
PHE
24
−3.960
4.631
−4.196
0.00
0.00


351
HD1
PHE
24
−3.915
7.161
−4.319
0.00
0.00


352
HD2
PHE
24
−0.317
4.788
−4.287
0.00
0.00


353
HE1
PHE
24
−2.611
9.113
−5.160
0.00
0.00


354
HE2
PHE
24
0.975
6.740
−5.130
0.00
0.00


355
HZ
PHE
24
−0.168
8.892
−5.557
0.00
0.00


356
N
ALA
25
−5.396
3.614
−1.849
0.00
0.00


357
CA
ALA
25
−6.333
2.545
−1.495
0.00
0.00


358
C
ALA
25
−7.562
2.514
−2.422
0.00
0.00


359
O
ALA
25
−8.029
3.553
−2.900
0.00
0.00


360
CB
ALA
25
−6.763
2.725
−0.031
0.00
0.00


361
H
ALA
25
−5.786
4.464
−2.241
0.00
0.00


362
HA
ALA
25
−5.827
1.582
−1.582
0.00
0.00


363
HB1
ALA
25
−7.300
3.666
0.090
0.00
0.00


364
HB2
ALA
25
−7.411
1.900
0.267
0.00
0.00


365
HB3
ALA
25
−5.884
2.727
0.614
0.00
0.00


366
N
GLU
26
−8.137
1.325
−2.624
0.00
0.00


367
CA
GLU
26
−9.482
1.178
−3.180
0.00
0.00


368
C
GLU
26
−10.514
1.311
−2.046
0.00
0.00


369
O
GLU
26
−10.919
0.342
−1.407
0.00
0.00


370
CB
GLU
26
−9.624
−0.114
−4.016
0.00
0.00


371
CG
GLU
26
−10.977
−0.133
−4.751
0.00
0.00


372
CD
GLU
26
−11.447
−1.517
−5.213
0.00
0.00


373
OE1
GLU
26
−11.895
−2.313
−4.355
0.00
0.00


374
OE2
GLU
26
−11.496
−1.779
−6.439
0.00
0.00


375
H
GLU
26
−7.740
0.518
−2.148
0.00
0.00


376
HA
GLU
26
−9.657
2.003
−3.872
0.00
0.00


377
HB2
GLU
26
−8.823
−0.162
−4.755
0.00
0.00


378
HB3
GLU
26
−9.539
−0.981
−3.367
0.00
0.00


379
HG2
GLU
26
−11.746
0.254
−4.083
0.00
0.00


380
HG3
GLU
26
−10.919
0.541
−5.607
0.00
0.00


381
N
ASP
27
−10.969
2.540
−1.810
0.00
0.00


382
CA
ASP
27
−12.138
2.862
−0.975
0.00
0.00


383
C
ASP
27
−13.405
3.008
−1.851
0.00
0.00


384
O
ASP
27
−14.243
3.879
−1.636
0.00
0.00


385
CB
ASP
27
−11.811
4.115
−0.148
0.00
0.00


386
CG
ASP
27
−12.758
4.368
1.029
0.00
0.00


387
OD1
ASP
27
−13.450
3.444
1.512
0.00
0.00


388
OD2
ASP
27
−12.770
5.511
1.543
0.00
0.00


389
H
ASP
27
−10.533
3.308
−2.304
0.00
0.00


390
HA
ASP
27
−12.318
2.040
−0.282
0.00
0.00


391
HB2
ASP
27
−10.806
4.004
0.260
0.00
0.00


392
HB3
ASP
27
−11.808
4.986
−0.805
0.00
0.00


393
N
ALA
28
−13.467
2.225
−2.938
0.00
0.00


394
CA
ALA
28
14.204
2.596
−4.146
0.00
0.00


395
C
ALA
28
−15.652
2.063
−4.211
0.00
0.00


396
O
ALA
28
−15.879
0.874
−3.958
0.00
0.00


397
CB
ALA
28
−13.390
2.162
−5.372
0.00
0.00


398
H
ALA
28
−12.747
1.527
−3.027
0.00
0.00


399
HA
ALA
28
−14.235
3.679
−4.143
0.00
0.00


400
HB1
ALA
28
−12.364
2.521
−5.285
0.00
0.00


401
HB2
ALA
28
−13.400
1.076
−5.459
0.00
0.00


402
HB3
ALA
28
−13.822
2.572
−6.282
0.00
0.00


403
N
ALA
29
−16.656
2.851
−4.625
0.00
0.00


404
CA
ALA
29
−16.647
4.268
−5.045
0.00
0.00


405
C
ALA
29
−15.606
4.631
−6.137
0.00
0.00


406
O
ALA
29
−15.681
4.100
−7.243
0.00
0.00


407
CB
ALA
29
−16.665
5.180
−3.804
0.00
0.00


408
H
ALA
29
−17.554
2.396
−4.644
0.00
0.00


409
HA
ALA
29
−17.605
4.437
−5.537
0.00
0.00


410
HB1
ALA
29
−16.804
6.218
−4.103
0.00
0.00


411
HB2
ALA
29
−17.490
4.896
−3.149
0.00
0.00


412
HB3
ALA
29
−15.736
5.100
−3.245
0.00
0.00


413
N
ALA
30
−14.626
5.488
−5.821
0.00
0.00


414
CA
ALA
30
−13.432
5.771
−6.630
0.00
0.00


415
C
ALA
30
−12.135
5.498
−5.829
0.00
0.00


416
O
ALA
30
−12.186
5.284
−4.617
0.00
0.00


417
CB
ALA
30
−13.516
7.219
−7.133
0.00
0.00


418
H
ALA
30
−14.608
5.838
−4.875
0.00
0.00


419
HA
ALA
30
−13.418
5.113
−7.502
0.00
0.00


420
HB1
ALA
30
−13.505
7.908
−6.288
0.00
0.00


421
HB2
ALA
30
−12.665
7.439
−7.779
0.00
0.00


422
HB3
ALA
30
−14.434
7.359
−7.705
0.00
0.00


423
N
ILE
31
−10.975
5.498
−6.495
0.00
0.00


424
CA
ILE
31
−9.659
5.307
−5.851
0.00
0.00


425
C
ILE
31
−9.282
6.542
−5.013
0.00
0.00


426
O
ILE
31
−9.556
7.669
−5.425
0.00
0.00


427
CB
ILE
31
−8.577
4.982
−6.913
0.00
0.00


428
CG1
ILE
31
−8.944
3.773
−7.809
0.00
0.00


429
CG2
ILE
31
−7.191
4.760
−6.276
0.00
0.00


430
CD1
ILE
31
−9.188
2.453
−7.066
0.00
0.00


431
H
ILE
31
−10.984
5.739
−7.476
0.00
0.00


432
HA
ILE
31
−9.728
4.464
−5.164
0.00
0.00


433
HB
ILE
31
−8.491
5.848
−7.572
0.00
0.00


434
2HG1
ILE
31
−9.837
4.012
−8.387
0.00
0.00


435
3HG1
ILE
31
−8.139
3.616
−8.530
0.00
0.00


436
1HG2
ILE
31
−7.242
3.994
−5.502
0.00
0.00


437
2HG2
ILE
31
−6.478
4.446
−7.039
0.00
0.00


438
3HG2
ILE
31
−6.821
5.686
−5.836
0.00
0.00


439
1HD1
ILE
31
−10.027
2.561
−6.380
0.00
0.00


440
2HD1
ILE
31
−9.428
1.673
−7.790
0.00
0.00


441
3HD1
ILE
31
−8.299
2.153
−6.513
0.00
0.00


442
N
ILE
32
−8.635
6.346
−3.856
0.00
0.00


443
CA
ILE
32
−8.216
7.435
−2.954
0.00
0.00


444
C
ILE
32
−6.708
7.427
−2.666
0.00
0.00


445
O
ILE
32
−6.035
6.404
−2.797
0.00
0.00


446
CB
ILE
32
−9.050
7.457
−1.651
0.00
0.00


447
CG1
ILE
32
−8.732
6.281
−0.698
0.00
0.00


448
CG2
ILE
32
−10.556
7.558
−1.957
0.00
0.00


449
CD1
ILE
32
−9.198
6.543
0.739
0.00
0.00


450
H
ILE
32
−8.403
5.395
−3.583
0.00
0.00


451
HA
ILE
32
−8.414
8.383
−3.456
0.00
0.00


452
HB
ILE
32
−8.775
8.375
−1.129
0.00
0.00


453
2HG1
ILE
32
−9.192
5.367
−1.074
0.00
0.00


454
3HG1
ILE
32
−7.656
6.119
−0.652
0.00
0.00


455
1HG2
ILE
32
−10.917
6.630
−2.403
0.00
0.00


456
2HG2
ILE
32
−11.116
7.751
−1.042
0.00
0.00


457
3HG2
ILE
32
−10.736
8.376
−2.655
0.00
0.00


458
1HD1
ILE
32
−10.285
6.607
0.784
0.00
0.00


459
2HD1
ILE
32
−8.865
5.727
1.377
0.00
0.00


460
3HD1
ILE
32
−8.764
7.473
1.108
0.00
0.00


461
N
ALA
33
−6.197
8.581
−2.228
0.00
0.00


462
CA
ALA
33
−4.832
8.778
−1.740
0.00
0.00


463
C
ALA
33
−4.812
9.038
−0.223
0.00
0.00


464
O
ALA
33
−5.749
9.624
0.328
0.00
0.00


465
CB
ALA
33
−4.191
9.931
−2.523
0.00
0.00


466
H
ALA
33
−6.827
9.360
−2.115
0.00
0.00


467
HA
ALA
33
−4.247
7.879
−1.934
0.00
0.00


468
HB1
ALA
33
−4.694
10.870
−2.287
0.00
0.00


469
HB2
ALA
33
−3.136
10.012
−2.256
0.00
0.00


470
HB3
ALA
33
−4.271
9.744
−3.594
0.00
0.00


471
N
LEU
34
−3.730
8.640
0.446
0.00
0.00


472
CA
LEU
34
−3.496
8.788
1.885
0.00
0.00


473
C
LEU
34
−2.114
9.420
2.118
0.00
0.00


474
O
LEU
34
−1.114
8.952
1.571
0.00
0.00


475
CB
LEU
34
−3.608
7.412
2.574
0.00
0.00


476
CG
LEU
34
−4.973
6.705
2.435
0.00
0.00


477
CD1
LEU
34
−4.880
5.287
2.999
0.00
0.00


478
CD2
LEU
34
−6.085
7.444
3.181
0.00
0.00


479
H
LEU
34
−2.994
8.185
−0.088
0.00
0.00


480
HA
LEU
34
−4.245
9.455
2.314
0.00
0.00


481
HB2
LEU
34
−2.845
6.762
2.146
0.00
0.00


482
HB3
LEU
34
−3.382
7.532
3.634
0.00
0.00


483
HG
LEU
34
−5.245
6.626
1.382
0.00
0.00


484
1HD1
LEU
34
−4.628
5.320
4.060
0.00
0.00


485
2HD1
LEU
34
−5.833
4.776
2.867
0.00
0.00


486
3HD1
LEU
34
−4.109
4.731
2.466
0.00
0.00


487
1HD2
LEU
34
−6.239
8.429
2.743
0.00
0.00


488
2HD2
LEU
34
−7.017
6.885
3.100
0.00
0.00


489
3HD2
LEU
34
−5.825
7.553
4.234
0.00
0.00


490
N
ALA
35
−2.058
10.488
2.915
0.00
0.00


491
CA
ALA
35
−0.872
11.334
3.065
0.00
0.00


492
C
ALA
35
−0.519
11.585
4.546
0.00
0.00


493
O
ALA
35
−1.323
12.137
5.308
0.00
0.00


494
CB
ALA
35
−1.124
12.624
2.271
0.00
0.00


495
H
ALA
35
−2.924
10.815
3.330
0.00
0.00


496
HA
ALA
35
−0.012
10.839
2.611
0.00
0.00


497
HB1
ALA
35
−2.070
13.076
2.562
0.00
0.00


498
HB2
ALA
35
−0.321
13.335
2.447
0.00
0.00


499
HB3
ALA
35
−1.161
12.393
1.206
0.00
0.00


500
N
VAL
36
0.692
11.186
4.953
0.00
0.00


501
CA
VAL
36
1.184
11.172
6.348
0.00
0.00


502
C
VAL
36
1.637
12.542
6.835
0.00
0.00


503
O
VAL
36
2.490
13.172
6.167
0.00
0.00


504
CB
VAL
36
2.289
10.114
6.523
0.00
0.00


505
CG1
VAL
36
2.761
10.034
7.980
0.00
0.00


506
CG2
VAL
36
1.793
8.721
6.110
0.00
0.00


507
OXT
VAL
36
1.145
12.970
7.898
0.00
0.00


508
H
VAL
36
1.308
10.816
4.241
0.00
0.00


509
HA
VAL
36
0.361
10.886
6.999
0.00
0.00


510
HB
VAL
36
3.138
10.379
5.892
0.00
0.00


511
1HG1
VAL
36
1.915
9.832
8.636
0.00
0.00


512
2HG1
VAL
36
3.499
9.240
8.091
0.00
0.00


513
3HG1
VAL
36
3.227
10.973
8.280
0.00
0.00


514
1HG2
VAL
36
1.563
8.698
5.044
0.00
0.00


515
2HG2
VAL
36
2.568
7.978
6.298
0.00
0.00


516
3HG2
VAL
36
0.899
8.457
6.675
0.00
0.00


517
N
ALA
37
10.350
−12.510
2.456
0.00
0.00


518
CA
ALA
37
8.990
−12.005
2.194
0.00
0.00


519
C
ALA
37
8.966
−10.481
2.345
0.00
0.00


520
O
ALA
37
9.831
−9.819
1.779
0.00
0.00


521
CB
ALA
37
8.494
−12.434
0.801
0.00
0.00


522
HA
ALA
37
8.325
−12.441
2.934
0.00
0.00


523
HB1
ALA
37
7.475
−12.083
0.639
0.00
0.00


524
HB2
ALA
37
9.120
−12.005
0.019
0.00
0.00


525
HB3
ALA
37
8.508
−13.521
0.721
0.00
0.00


526
H1
ALA
37
10.631
−12.311
3.410
0.00
0.00


527
H2
ALA
37
11.000
−12.060
1.822
0.00
0.00


528
H3
ALA
37
10.386
−13.506
2.304
0.00
0.00


529
N
ALA
38
8.049
−9.863
3.093
0.00
0.00


530
CA
ALA
38
6.891
−10.407
3.816
0.00
0.00


531
C
ALA
38
5.927
−11.223
2.922
0.00
0.00


532
O
ALA
38
6.104
−12.432
2.802
0.00
0.00


533
CB
ALA
38
7.368
−11.139
5.079
0.00
0.00


534
H
ALA
38
8.094
−8.851
3.071
0.00
0.00


535
HA
ALA
38
6.324
−9.562
4.197
0.00
0.00


536
HB1
ALA
38
7.865
−12.078
4.838
0.00
0.00


537
HB2
ALA
38
8.051
−10.507
5.647
0.00
0.00


538
HB3
ALA
38
6.500
−11.360
5.697
0.00
0.00


539
N
LEU
39
4.920
−10.662
2.240
0.00
0.00


540
CA
LEU
39
4.402
−9.279
2.204
0.00
0.00


541
C
LEU
39
5.404
−8.147
1.882
0.00
0.00


542
O
LEU
39
6.189
−7.718
2.729
0.00
0.00


543
CB
LEU
39
3.578
−8.963
3.471
0.00
0.00


544
CG
LEU
39
2.430
−9.935
3.804
0.00
0.00


545
CD1
LEU
39
1.747
−9.480
5.094
0.00
0.00


546
CD2
LEU
39
1.375
−9.984
2.700
0.00
0.00


547
H
LEU
39
4.412
−11.322
1.663
0.00
0.00


548
HA
LEU
39
3.690
−9.259
1.376
0.00
0.00


549
HB2
LEU
39
4.249
−8.926
4.328
0.00
0.00


550
HB3
LEU
39
3.156
−7.966
3.350
0.00
0.00


551
HG
LEU
29
2.828
−10.938
3.962
0.00
0.00


552
1HD1
LEU
39
1.343
−8.477
4.970
0.00
0.00


553
2HD1
LEU
39
0.935
−10.161
5.346
0.00
0.00


554
3HD1
LEU
39
2.466
−9.482
5.914
0.00
0.00


555
1HD2
LEU
39
1.798
−10.419
1.795
0.00
0.00


556
2HD2
LEU
39
0.540
−10.608
3.016
0.00
0.00


557
3HD2
LEU
39
1.011
−8.979
2.484
0.00
0.00


558
N
VAL
40
5.314
−7.606
0.667
0.00
0.00


559
CA
VAL
40
5.981
−6.367
0.241
0.00
0.00


560
C
VAL
40
4.929
−5.354
−0.222
0.00
0.00


561
O
VAL
40
4.010
−5.687
−0.972
0.00
0.00


562
CB
VAL
40
7.046
−6.652
−0.838
0.00
0.00


563
CG1
VAL
40
7.711
−5.373
−1.362
0.00
0.00


564
CG2
VAL
40
8.155
−7.564
−0.293
0.00
0.00


565
H
VAL
40
4.694
−8.043
−0.012
0.00
0.00


566
HA
VAL
40
6.496
−5.926
1.095
0.00
0.00


567
HB
VAL
40
6.577
−7.160
−1.679
0.00
0.00


568
1HG1
VAL
40
8.152
−4.816
−0.535
0.00
0.00


569
2HG1
VAL
40
8.490
−5.625
−2.081
0.00
0.00


570
3HG1
VAL
40
6.976
−4.744
−1.867
0.00
0.00


571
1HG2
VAL
40
7.738
−8.532
−0.016
0.00
0.00


572
2HG2
VAL
40
8.913
−7.729
−1.059
0.00
0.00


573
3HG2
VAL
40
8.617
−7.108
0.582
0.00
0.00


574
N
PHE
41
5.068
−4.112
0.230
0.00
0.00


575
CA
PHE
41
4.165
−2.989
−0.030
0.00
0.00


576
C
PHE
41
4.879
−1.894
−0.836
0.00
0.00


577
O
PHE
41
6.103
−1.917
−0.963
0.00
0.00


578
CB
PHE
41
3.642
−2.444
1.309
0.00
0.00


579
CG
PHE
41
3.180
−3.504
2.295
0.00
0.00


580
CD1
PHE
41
1.993
−4.225
2.059
0.00
0.00


581
CD2
PHE
41
3.948
−3.778
3.444
0.00
0.00


582
CE1
PHE
41
1.569
−5.201
2.978
0.00
0.00


583
CE2
PHE
41
3.518
−4.747
4.366
0.00
0.00


584
CZ
PHE
41
2.324
−5.451
4.138
0.00
0.00


585
H
PHE
41
5.880
−3.914
0.807
0.00
0.00


586
HA
PHE
41
3.312
−3.336
−0.615
0.00
0.00


587
HB2
PHE
41
4.435
−1.858
1.776
0.00
0.00


588
HB3
PHE
41
2.811
−1.764
1.114
0.00
0.00


589
HD1
PHE
41
1.402
−4.022
1.176
0.00
0.00


590
HD2
PHE
41
4.866
−3.237
3.626
0.00
0.00


591
HE1
PHE
41
0.645
5.737
2.812
0.00
0.00


592
HE2
PHE
41
4.095
−4.936
5.260
0.00
0.00


593
HZ
PHE
41
1.976
−6.171
4.864
0.00
0.00


594
N
PHE
42
4.142
−0.907
−1.349
0.00
0.00


595
CA
PHE
42
4.695
0.186
−2.160
0.00
0.00


596
C
PHE
42
4.269
1.560
−1.633
0.00
0.00


597
O
PHE
42
3.168
1.705
−1.102
0.00
0.00


598
CB
PHE
42
4.302
−0.004
−3.634
0.00
0.00


599
CG
PHE
42
4.688
−1.359
−4.200
0.00
0.00


600
CD1
PHE
42
6.016
−1.604
−4.600
0.00
0.00


601
CD2
PHE
42
3.735
−2.393
−4.274
0.00
0.00


602
CE1
PHE
42
6.390
−2.879
−5.061
0.00
0.00


603
CE2
PHE
42
4.110
−3.668
−4.731
0.00
0.00


604
CZ
PHE
42
5.438
−3.913
−5.119
0.00
0.00


605
H
PHE
42
3.152
−0.881
−1.156
0.00
0.00


606
HA
PHE
42
5.782
0.1352
−2.110
0.00
0.00


607
HB2
PHE
42
3.224
0.131
−3.732
0.00
0.00


608
HB3
PHE
42
4.785
0.773
−4.229
0.00
0.00


609
HD1
PHE
42
6.753
−0.816
−4.530
0.00
0.00


610
HD2
PHE
42
2.716
−2.216
−3.957
0.00
0.00


611
HE1
PHE
42
7.414
−3.069
−5.355
0.00
0.00


612
HE2
PHE
42
3.381
−4.467
−4.769
0.00
0.00


613
HZ
PHE
42
5.727
−4.898
−5.456
0.00
0.00


614
N
ALA
43
5.134
2.563
−1.800
0.00
0.00


615
CA
ALA
43
4.883
3.947
−1.403
0.00
0.00


616
C
ALA
43
5.410
4.939
−2.452
0.00
0.00


611
O
ALA
43
6.459
4.715
−3.066
0.00
0.00


618
CB
ALA
43
5.530
4.200
−0.035
0.00
0.00


619
H
ALA
43
6.028
2.363
−2.238
0.00
0.00


620
HA
ALA
43
3.807
4.105
−1.303
0.00
0.00


621
HB1
ALA
43
6.614
4.151
−0.120
0.00
0.00


622
HB2
ALA
43
5.241
5.187
0.329
0.00
0.00


623
HB3
ALA
43
5.196
3.447
0.676
0.00
0.00


624
N
GLU
44
4.709
6.060
−2.621
0.00
0.00


625
CA
GLU
44
5.205
7.211
−3.370
0.00
0.00


626
C
GLU
44
6.151
8.029
−2.480
0.00
0.00


627
O
GLU
44
5.730
8.764
−1.587
0.00
0.00


628
CB
GLU
44
4.034
8.034
−3.938
0.00
0.00


629
CG
GLU
44
4.534
9.279
−4.688
0.00
0.00


630
CD
GLU
44
3.417
10.161
−5.261
0.00
0.00


631
OE1
GLU
44
2.267
9.729
−5.481
0.00
0.00


632
OE2
GLU
44
3.654
11.353
−5.574
0.00
0.00


633
H
GLU
44
3.876
6.203
−2.054
0.00
0.00


634
HA
GLU
44
5.781
6.851
−4.221
0.00
0.00


635
HB2
GLU
44
3.465
7.406
−4.625
0.00
0.00


636
HB3
GLU
44
3.379
8.340
−3.126
0.00
0.00


637
HG2
GLU
44
5.132
9.892
−4.013
0.00
0.00


638
HG3
GLU
44
5.180
8.952
−5.506
0.00
0.00


639
N
ASP
45
7.446
7.909
−2.756
0.00
0.00


640
CA
ASP
45
8.539
8.660
−2.138
0.00
0.00


641
C
ASP
45
8.991
9.809
−3.060
0.00
0.00


642
O
ASP
45
10.184
10.043
−3.233
0.00
0.00


643
CB
ASP
45
9.684
7.682
−1.813
0.00
0.00


644
CG
ASP
45
10.732
8.284
−0.878
0.00
0.00


645
OD1
ASP
45
10.382
9.124
−0.022
0.00
0.00


646
OD2
ASP
45
11.935
7.917
−0.921
0.00
0.00


647
H
ASP
45
7.710
7.332
−3.547
0.00
0.00


648
HA
ASP
45
8.183
9.105
−1.208
0.00
0.00


649
HB2
ASP
45
9.268
6.802
−1.323
0.00
0.00


650
HB3
ASP
45
10.158
7.369
−2.744
0.00
0.00


651
N
ALA
46
8.050
10.448
−3.766
0.00
0.00


652
CA
ALA
46
8.329
11.302
−4.922
0.00
0.00


653
C
ALA
46
9.250
12.491
−4.583
0.00
0.00


654
O
ALA
46
8.874
13.340
−3.773
0.00
0.00


655
CB
ALA
46
7.000
11.798
−5.505
0.00
0.00


656
H
ALA
46
7.089
10.204
−3.582
0.00
0.00


657
HA
ALA
46
8.779
10.699
−5.697
0.00
0.00


658
HB1
ALA
46
6.435
10.956
−5.900
0.00
0.00


659
HB2
ALA
46
6.414
12.305
−4.737
0.00
0.00


660
HB3
ALA
46
7.194
12.495
−6.321
0.00
0.00


661
N
ALA
47
10.418
12.708
−5.196
0.00
0.00


662
CA
ALA
47
11.450
11.842
−5.794
0.00
0.00


663
C
ALA
47
11.092
10.583
−6.615
0.00
0.00


664
O
ALA
47
11.156
10.634
−7.843
0.00
0.00


665
CB
ALA
47
12.556
11.583
−4.759
0.00
0.00


666
H
ALA
47
10.760
13.641
−5.011
0.00
0.00


667
HA
ALA
47
11.918
12.486
−6.539
0.00
0.00


668
HB1
ALA
47
12.257
10.852
−4.017
0.00
0.00


669
HB2
ALA
47
13.429
11.201
−5.279
0.00
0.00


670
HB3
ALA
47
12.821
12.503
−4.241
0.00
0.00


671
N
ALA
48
10.839
9.437
−5.975
0.00
0.00


672
CA
ALA
48
10.743
8.119
−6.619
0.00
0.00


673
C
ALA
48
9.568
7.271
−6.086
0.00
0.00


674
O
ALA
48
8.756
7.733
−5.288
0.00
0.00


675
CB
ALA
48
12.095
7.415
−6.415
0.00
0.00


676
H
ALA
48
10.731
9.473
−4.965
0.00
0.00


677
HA
ALA
48
10.586
8.243
−7.692
0.00
0.00


678
HB1
ALA
48
12.261
7.221
−5.353
0.00
0.00


679
HB2
ALA
48
12.121
6.470
−6.959
0.00
0.00


680
HB3
ALA
48
12.900
8.042
−6.797
0.00
0.00


681
N
ILE
49
9.486
6.008
−6.514
0.00
0.00


682
CA
ILE
49
8.660
4.970
−5.877
0.00
0.00


683
C
ILE
49
9.583
4.047
−5.069
0.00
0.00


684
O
ILE
49
10.698
3.750
−5.509
0.00
0.00


685
CB
ILE
49
7.825
4.202
−6.930
0.00
0.00


686
CG1
ILE
49
6.933
5.125
−7.798
0.00
0.00


687
CG2
ILE
49
6.968
3.097
−6.283
0.00
0.00


688
CD1
ILE
49
5.921
5.991
−7.034
0.00
0.00


689
H
ILE
49
10.199
5.682
−7.151
0.00
0.00


690
HA
ILE
49
7.967
5.432
−5.173
0.00
0.00


691
HB
ILE
49
8.522
3.708
−7.610
0.00
0.00


692
2HG1
ILE
49
7.571
5.786
−8.385
0.00
0.00


693
3HG1
ILE
49
6.384
4.507
−8.509
0.00
0.00


694
1HG2
ILE
49
6.338
3.511
−5.496
0.00
0.00


695
2HG2
ILE
49
6.334
2.630
−7.037
0.00
0.00


696
3HG2
ILE
49
7.605
2.322
−5.857
0.00
0.00


697
1HD1
ILE
49
6.443
6.704
−6.398
0.00
0.00


698
2HD1
ILE
49
5.314
6.547
7.748
0.00
0.00


699
3HD1
ILE
49
5.263
5.370
−6.426
0.00
0.00


700
N
ILE
50
9.135
3.587
−3.898
0.00
0.00


701
CA
ILE
50
9.873
2.624
−3.064
0.00
0.00


702
C
ILE
50
9.011
1.414
−2.702
0.00
0.00


703
O
ILE
50
7.784
1.501
−2.646
0.00
0.00


704
CB
ILE
50
10.489
3.283
−1.806
0.00
0.00


705
CG1
ILE
50
9.427
3.727
−0.776
0.00
0.00


706
CG2
ILE
50
11.436
4.423
−2.210
0.00
0.00


707
CD1
ILE
50
10.029
4.235
0.539
0.00
0.00


708
H
ILE
50
8.207
3.868
−3.591
0.00
0.00


709
HA
ILE
50
10.706
2.233
−3.649
0.00
0.00


710
HB
ILE
50
11.105
2.523
−1.322
0.00
0.00


711
2HG1
ILE
50
8.799
4.506
−1.208
0.00
0.00


712
3HG1
ILE
50
8.790
2.879
−0.527
0.00
0.00


713
1HG2
ILE
50
10.874
5.248
−2.639
0.00
0.00


714
2HG2
ILE
50
11.992
4.782
−1.344
0.00
0.00


715
3HG2
ILE
50
12.147
4.065
−2.952
0.00
0.00


716
1HD1
ILE
50
10.527
5.192
0.386
0.00
0.00


717
2HD1
ILE
50
9.231
4.368
1.269
0.00
0.00


718
3HD1
ILE
50
10.743
3.509
0.928
0.00
0.00


719
N
ALA
51
9.677
0.297
−2.407
0.00
0.00


720
CA
ALA
51
9.059
−0.896
−1.842
0.00
0.00


721
C
ALA
51
9.447
−1.057
−0.360
0.00
0.00


722
O
ALA
51
10.632
−1.004
−0.004
0.00
0.00


723
CB
ALA
51
9.415
−2.110
−2.709
0.00
0.00


724
H
ALA
51
10.684
0.308
−2.471
0.00
0.00


725
HA
ALA
51
7.978
−0.782
−1.892
0.00
0.00


726
HB1
ALA
51
10.491
−2.265
−2.732
0.00
0.00


727
HB2
ALA
51
8.930
−2.998
−2.305
0.00
0.00


728
HB3
ALA
51
9.058
−1.950
−3.727
0.00
0.00


729
N
LEU
52
8.450
−1.261
0.497
0.00
0.00


730
CA
LEU
52
8.585
−1.449
1.944
0.00
0.00


731
C
LEU
52
8.295
−2.908
2.312
0.00
0.00


732
O
LEU
52
7.382
−3.517
1.757
0.00
0.00


733
CB
LEU
52
7.653
−0.479
2.697
0.00
0.00


734
CG
LEU
52
7.949
1.018
2.478
0.00
0.00


735
CD1
LEU
52
6.901
1.864
3.201
0.00
0.00


736
CD2
LEU
52
9.330
1.414
3.007
0.00
0.00


737
H
LEU
52
7.523
−1.398
0.103
0.00
0.00


738
HA
LEU
52
9.610
−1.240
2.242
0.00
0.00


739
HB2
LEU
52
6.627
−0.680
2.386
0.00
0.00


740
HB3
LEU
52
7.721
−0.693
3.765
0.00
0.00


741
HG
LEU
52
7.898
1.252
1.414
0.00
0.00


742
1HD1
LEU
52
6.936
1.674
4.273
0.00
0.00


743
2HD1
LEU
52
7.085
2.922
3.015
0.00
0.00


744
3HD1
LEU
52
5.906
1.615
2.830
0.00
0.00


745
1HD2
LEU
52
10.106
0.944
2.406
0.00
0.00


746
2HD2
LEU
52
9.455
2.494
2.946
0.00
0.00


747
3HD2
LEU
52
9.435
1.102
4.047
0.00
0.00


748
N
ALA
53
9.056
−3.462
3.251
0.00
0.00


749
CA
ALA
53
8.918
−4.851
3.691
0.00
0.00


750
C
ALA
53
8.817
−4.958
5.220
0.00
0.00


751
O
ALA
53
9.310
−4.095
5.954
0.00
0.00


752
CB
ALA
53
10.072
−5.675
3.110
0.00
0.00


753
H
ALA
53
9.769
−2.898
3.700
0.00
0.00


754
HA
ALA
53
7.990
−5.265
3.289
0.00
0.00


755
HB1
ALA
53
11.023
−5.286
3.473
0.00
0.00


756
HB2
ALA
53
9.978
−6.718
3.415
0.00
0.00


757
HB3
ALA
53
10.058
−5.618
2.021
0.00
0.00


758
N
VAL
54
8.155
−6.031
5.671
0.00
0.00


759
CA
VAL
54
7.906
−6.371
7.087
0.00
0.00


760
C
VAL
54
9.204
−6.528
7.876
0.00
0.00


761
O
VAL
54
10.204
−7.008
7.307
0.00
0.00


762
CB
VAL
54
7.008
−7.620
7.179
0.00
0.00


763
CG1
VAL
54
6.714
−8.039
8.624
0.00
0.00


764
CG2
VAL
54
5.654
−7.363
6.500
0.00
0.00


765
OXT
VAL
54
9.212
−6.124
9.064
0.00
0.00


766
H
VAL
54
7.796
−6.668
4.978
0.00
0.00


767
HA
VAL
54
7.374
−5.539
7.541
0.00
0.00


768
HB
VAL
54
7.504
−8.449
6.674
0.00
0.00


769
1HG1
VAL
54
6.305
−7.197
9.184
0.00
0.00


770
2HG1
VAL
54
6.001
−8.863
8.641
0.00
0.00


771
3HG1
VAL
54
7.629
−8.379
9.105
0.00
0.00


772
1HG2
VAL
54
5.787
−7.145
5.442
0.00
0.00


773
2HG2
VAL
54
5.020
−8.244
6.589
0.00
0.00


774
3HG2
VAL
54
5.156
−6.518
6.977
0.00
0.00


775
C1
MOL
55
5.377
0.222
7.146
0.00
0.00


776
C2
MOL
55
4.946
2.587
6.788
0.00
0.00


777
C3
MOL
55
5.848
1.472
7.037
0.00
0.00


778
C4
MOL
55
6.039
−1.018
7.472
0.00
0.00


779
C5
MOL
55
5.100
−1.949
7.680
0.00
0.00


780
C6
MOL
55
3.700
−1.370
7.588
0.00
0.00


781
C9
MOL
55
5.157
3.931
6.645
0.00
0.00


782
C11
MOL
55
2.961
3.545
6.326
0.00
0.00


783
C12
MOL
55
3.906
4.536
6.353
0.00
0.00


784
C14
MOL
55
7.537
−1.195
7.451
0.00
0.00


785
N18
MOL
55
4.019
−0.045
7.037
0.00
0.00


786
N19
MOL
55
3.591
2.356
6.660
0.00
0.00


787
C20
MOL
55
3.004
1.015
6.863
0.00
0.00


788
C23
MOL
55
1.554
3.743
5.820
0.00
0.00


789
C26
MOL
55
0.481
3.753
6.931
0.00
0.00


790
C29
MOL
55
−0.886
3.439
6.367
0.00
0.00


791
O30
MOL
55
−1.279
3.845
5.291
0.00
0.00


792
O31
MOL
55
−1.538
2.523
7.111
0.00
0.00


793
C32
MOL
55
−2.523
1.648
6.484
0.00
0.00


794
C34
MOL
55
−1.850
0.356
5.957
0.00
0.00


795
C39
MOL
55
2.750
−2.130
6.695
0.00
0.00


796
C41
MOL
55
1.728
−2.854
7.185
0.00
0.00


797
C43
MOL
55
0.655
−3.487
6.380
0.00
0.00


798
C44
MOL
55
0.264
−2.923
5.159
0.00
0.00


799
C45
MOL
55
−0.050
−4.595
6.870
0.00
0.00


800
C46
MOL
55
−0.813
−3.450
4.445
0.00
0.00


801
C48
MOL
55
−1.103
−5.143
6.134
0.00
0.00


802
C49
MOL
55
−1.496
−4.561
4.931
0.00
0.00


803
O52
MOL
55
−1.786
−6.246
6.605
0.00
0.00


804
C53
MOL
55
−1.206
−7.562
6.456
0.00
0.00


805
C56
MOL
55
−2.238
−8.598
6.922
0.00
0.00


806
O60
MOL
55
0.236
−5.151
8.079
0.00
0.00


807
6C13
MOL
55
−0.808
−0.344
7.231
0.00
0.00


808
7C13
MOL
55
−0.885
0.674
4.485
0.00
0.00


809
8C13
MOL
55
−3.115
−0.837
5.557
0.00
0.00


810
F21
MOL
55
2.250
0.654
5.811
0.00
0.00


811
F22
MOL
55
2.224
0.997
7.959
0.00
0.00


812
H7
MOL
55
6.907
1.680
7.164
0.00
0.00


813
H8
MOL
55
5.280
−2.993
7.922
0.00
0.00


814
H10
MOL
55
6.109
4.449
6.697
0.00
0.00


815
H13
MOL
55
3.757
5.586
6.124
0.00
0.00


816
H15
MOL
55
7.991
−0.640
6.628
0.00
0.00


817
H16
MOL
55
7.982
−0.844
8.385
0.00
0.00


818
H17
MOL
55
7.801
−2.248
7.330
0.00
0.00


819
H24
MOL
55
1.479
4.675
5.256
0.00
0.00


820
H25
MOL
55
1.327
2.951
5.102
0.00
0.00


821
H27
MOL
55
0.452
4.721
7.431
0.00
0.00


822
H28
MOL
55
0.722
3.006
7.688
0.00
0.00


823
H33
MOL
55
−3.043
2.166
5.673
0.00
0.00


824
H35
MOL
55
−3.256
1.368
7.244
0.00
0.00


825
H40
MOL
55
2.892
−1.995
5.627
0.00
0.00


826
H42
MOL
55
1.606
−2.971
8.262
0.00
0.00


827
H47
MOL
55
0.772
−2.044
4.775
0.00
0.00


828
H50
MOL
55
−1.120
−2.985
3.512
0.00
0.00


829
H51
MOL
55
−2.344
−4.966
4.386
0.00
0.00


830
H54
MOL
55
−0.955
−7.730
5.406
0.00
0.00


831
H55
MOL
55
−0.297
−7.636
7.059
0.00
0.00


832
H57
MOL
55
−1.845
−9.609
6.793
0.00
0.00


833
H58
MOL
55
−2.478
−8.452
7.978
0.00
0.00


834
H59
MOL
55
−3.158
−8.509
6.341
0.00
0.00


835
H61
MOL
55
−0.511
−5.756
8.250
0.00
0.00


836
H62
MOL
55
3.280
−1.266
8.595
0.00
0.00


837
Na+
Na+
56
−16.406
−2.134
−3.920
0.00
0.00


838
Na+
Na+
57
12.376
9.424
0.723
0.00
0.00


839
Na+
Na+
58
9.203
−7.223
−5.015
0.00
0.00


840
Na+
Na+
59
1.622
11.506
−6.532
0.00
0.00


841
Na+
Na+
60
−14.438
6.714
2.327
0.00
0.00










Thermodynamic Calculations for BD-Oligo Complex with Aβ Oligomer.


To further characterize the molecular origin and binding affinity upon complexation of BD-Oligo with Aβ oligomer, we computed the changes in total internal energy (ΔEu), solvation free energy (ΔGsolv), and free energy (Δf) upon its complexation. The internal energy was directly computed from the force field used for the simulations, whereas the solvation free energy was calculated using the integralequation theory of liquids. By combining the internal energy and solvation free energy, we obtain the free energy (f=Eu+Gsolv). The binding free energy upon BD-Oligo complexation with Aβ oligomer is computed to be −27.2 kcal/mol in aqueous environments. On the basis of the site-directed thermodynamics analysis of the binding free energy, it is evident that the hydrophobic residues of F19/V36 in Aβ oligomer contribute most distinctively to the binding free energy upon complexation (FIG. 10). Thermodynamic analysis based on the simulated complex structure confirms that the hydrophobic patches of F19/V36 in Aβ oligomer are the main contributors to recognize BD-Oligo in aqueous environments.


Aβ Oligomer Staining with BD-Oligo in Live AD Brain.


Encouraged by the in vitro findings, we further investigate the oligomer detection ability of BD-Oligo in biological sample using a set of brain tissue fluorescence imaging experiments. Immunofluorescence analysis of 18 month old APP/PS1 transgenic (Tg) mouse brain with anti-Aβ (6E10/4G8) antibody showed that extracellular Aβ deposition is evident. In addition, 6E10/4G8 also identified sites of Aβ intracellular accumulation (FIG. 4A). Intraperitoneal (ip) injection of BDOligo resulted in fluorescent labeling of AD brain tissue of APP/PS 1 Tg mice, which indicates that BD-Oligo is able to cross the BBB and that there is no apparent toxicity associated with in vivo injection. Interestingly, BD-Oligo labeling not only appeared in the central core of the plaques but is also present in the less compacted periphery of plaques indicating oligomer staining (FIG. 4B). In addition, there appeared to be some punctate, possibly intraneuronal staining with BD-Oligo surrounding plaques, which had brighter intensity than the endogenous autofluorescence present in the control APP/PS1Tg mouse brains. FIG. 4c indicated the labeling of BDOligo, which colocalized with the labeling using anti-Aβ antibodies 4G8/6E10. Fluorescent staining was not present in the APP/PS 1 mouse injected with saline alone (FIG. 4e). Taken together, BD-Oligo successfully penetrates the BBB to show Aβ oligomers detection capabilities in the brains of the AD transgenic mice model without toxicity.


Discussion

Studies over the past decade have suggested that oligomers of Aβ are now thought to play a central role in neurodegeneration in Alzheimer's disease. Despite the great personal and economic toll associated with the disease, progress in developing effective treatments remains slow. A significant factor is the lack of powerful diagnostic methods, especially for the earliest stage of Alzheimer's disease, which are needed for effective disease intervention and management. BD-Oligo was found through a systematic screening of 3500 fluorescent compounds selected from our in-house diversityoriented fluorescence libraries. DOFL has shed light on sensor development in the past decade. The rationale for adopting such a tedious approach is due to the lack of mechanistic cues to rationally design a probe for Aβ oligomers. While the structures of Aβ fibrils are relatively well understood, knowledge regarding the structures of oligomers is still limited, largely due to their heterogeneous and transient nature. Our results show that BD-Oligo is capable of differentiating Aβ oligomers-containing samples from controls as well as the versatility of detecting Aβ oligomeric species on-fibril pathway during Aβ fibril formation. The hydrophobic central and C-terminal regions of Aβ are known to participate in aggregation to form fibrils and are likely involved in the aggregation of oligomers. Although many molecular details of the aggregation processes are yet to be elucidated, the formation of β-sheets appears to be involved. In the current study, biophysical characterization of Aβ peptide sample during fibrillogenesis renders the presence of β-sheet structure alone insufficient to explain the binding specificity of BD-Oligo. Whatever assembly state or conformational change of Aβ BD-Oligo may recognize exists in soluble, prefibrillar Aβ aggregates. It is believed that aggregated Aβ peptides which have not attained the final mature form of an amyloid fibril display exposed hydrophobic patches. In fact, 4,4-bis-1-phenylamino-8-naphthalenesulfonate (bis-ANS) was shown to bind oligomeric intermediates, which has been widely used in the protein folding field for many decades as a marker for surface-exposed hydrophobic patches and molten-globule-like characteristics.


Moreover, MD simulations for the complex of BD-Oligo and Aβ oligomers revealed the main binding mode to be π-π-stacking interactions in addition to H bonding between BD-Oligo and the exposed hydrophobic patches of Aβ oligomers. The proposed interactions are deemed oligomer specific, since the hydrophobic patches are exposed to solvent only in Aβ oligomers but not in Aβ fibrils or Aβ monomer. As most BODIPY dyes tend to form aggregates in polar solutions due to their relatively hydrophobic nature, we postulate that the interaction of BD-Oligo and Aβ oligomers is strong enough to disassemble BD-Oligo aggregates, which subsequently manifests as an enhancement in fluorescence signal.


It has been suggested that insoluble amyloid plaques may represent a reservoir that releases toxic soluble oligomers. We postulate that the tissue staining pattern is a reflection of this phenomenon, where BD-Oligo-labeled-soluble Aβ intermediates are associated with plaque cores, as well as with the periphery of plaques. Further support for this hypothesis is provided by the observation of a halo of enlarged, abnormal neuronal processes surrounding amyloid plaques, suggesting that the source of synaptoxicity resides within the plaque and can diffuse to distant locations. Moreover, considering the fact that the kinetic data (FIG. 2) shows BD-Oligo to be labeling later assembly states of Aβ while A11 recognizes earlier prefibrillar, Aβ oligomers, it may explain why our probe labeling is associated with plaques and the periphery of such areas. On the other hand, it is also possible that BD-Oligo labels the transient, unstable oligomer species on transition to elongating fibrils, which may be present in the amyloid plaques and its periphery.


CONCLUSION

In summary, through high-content DOFL screening, we discovered BD-Oligo as a promising fluorescence sensor for the detection of Aβ oligomers. BD-Oligo demonstrated dynamic oligomer monitoring during Aβ fibrillogenesis, as Aβ peptide was induced to form fibrils over time. The sensing process is based on π-π-stacking interactions in addition to H bonding between BD-Oligo and the exposed hydrophobic patches of Aβ oligomers, as determined by computational techniques. BD-Oligo is able to cross the BBB to give rise to oligomers detection in the brains of AD transgenic mice model without toxicity. Imaging agents than can detect Aβ oligomers in vivo are believed to be essential for disease diagnosis, progress, and medical treatment monitoring and are therefore greatly needed. As such, BD-Oligo provides a good starting point for further probe development applicable in the studies and to assist the research of AD associated with oligomer sensing.

Claims
  • 1. A screening method of a composition for preventing or treating or diagnosing protein conformational diseases comprising the following steps: (a) contacting peptide represented by the following Formula 1 and a test material to be analyzed: [(X1)n-X3-X4-Phe-X5-X6-X7-X8-(X2)n-X9-X10-X11-X12-X13-X14-Val]m  Formula 1in Formula 1, X1 and X2 are independently selected from the group consisting of ALA, GLY, and SER, respectively, X3 to X14 are independently selected from the group consisting of ALA, GLU, ILE, VAL, ASP, and LEU, respectively, and n is an integer of 2 to 4, and m is an integer of 3 to 12; and(b) measuring binding of the peptide and the test material to be analyzed, in which when the binding of the peptide and the test material to be analyzed is detected, the test material is determined as the composition for preventing or treating the protein conformational diseases.
  • 2. The screening method according to claim 1, wherein the steps (a) and (b) are performed by using computational simulation.
  • 3. The screening method according to claim 2, wherein the computational simulation is a molecular dynamic simulation.
  • 4. The screening method according to claim 1, wherein the X1 in Formula 1 is ALA.
  • 5. The screening method according to claim 1, wherein the X3, X4, X5, X6, X7 and X8 in Formula 1 are independently selected from the group consisting of LEU, VAL, PHE, ALA, GLU, and ASP.
  • 6. The screening method according to claim 1, wherein the X3, X4, X5, X6, X7 and X8 in Formula 1 are LEU, VAL, PHE, ALA, GLU, and ASP, respectively.
  • 7. The screening method according to claim 1, wherein the X9, X10, X11, X12, X13 and X14 in Formula 1 are independently selected from the group consisting of ALA, ILE, and LEU.
  • 8. The screening method according to claim 1, wherein the X9, X10, X11, X12, X13 and X14 in Formula 1 are ALA, ILE, ILE, ALA, LEU and ALA, respectively.
  • 9. The screening method according to claim 1, wherein the N in Formula 1 is 2.
  • 10. The screening method according to claim 1, wherein the m in Formula 1 is 3 or 12.
  • 11. The screening method according to claim 1, wherein the m in Formula 1 is 3.
  • 12. The screening method according to claim 9, wherein the PHE and C-terminal VAL between X4 and X5 in the Formula 1 has substantially the same coordinate as atom coordinate listed in Table 1 in the entire molecules.
  • 13. The screening method according to claim 10, wherein the peptide has substantially the same coordinate as atom coordinate listed in Table 2.
  • 14. The screening method according to claim 1, wherein the protein conformational disease is selected from the group consisting of Alzheimer's disease, Lewy body dementia, inclusion body myositis, and cerebral amyloid angiopathy.
  • 15. The screening method according to claim 1, wherein the protein conformational disease is Alzheimer's disease.
Priority Claims (1)
Number Date Country Kind
10-2016-0010292 Jan 2016 KR national