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=='''A Physical Model of Acetylcholinesterase in Complex with Acetylcholine and Fasciculin-II'''==
=='''Acetylcholinesterase:  A Story of Substrate Traffic and Inhibition'''==
Students: Mary Acheampong. Daviana Dueno, Bobby Glover, Alafia Henry, Randol Mata, Marisa VanBrakle.
Students: Mary Acheampong. Daviana Dueño, Bobby Glover, Alafia Henry, Randol Mata, and Marisa VanBrakle, Hostos-Lincoln Academy.
Teacher: Allison Granberry
Mentors: Joel Sussman, Weissman Institule of Science, and Lars Westblade, touro College of Pharmacy.


==='''Abstract'''===
Teacher: Allison Granberry, Hostos-Lincoln Academy


Acetylcholinesterase(AChE) is essential for the hydrolysis of the neurotransmitter acetylcholine(ACh) in cholinergic synapses. Irreversible inhibition of AChE can lead to increased levels of ACh and ultimately death. Conversely, suppressed levels of ACh may lead to memory deficits associated with Alzheimer's disease. AChE has a deep(20A) and narrow(5A) gorge lined with 14 aromatic residues, with its active site at the bottom of the gorge. Initially, ACh binds to the peripheral anionic site(PAS)  of AChE and is funneled down the gorge to the active site by interactions between the aromatic rings of the 14 aromatic residues and the quaternary ammonium ion of ACh. At the active site, ACh is oriented for hydrolysis by interactions between the catalytic anionic ion site and the quaternary ammonium ion of ACh. The Fasciculin-II(FAS-II)toxin, from the East African Green Mamba snake(''Dendroaspis angusticeps'') venom, inhibits AChE by binding to the top of the active-site gorge, and thus preventing ACh from entering into it. The Hostos-Lincoln Academy SMART(Students Modeling A Research Topic) team and MSOE have designed and made two physical models by three-dimensional(3D) printing technology: ''Torpedo californica''(''Tc'') AChE in complex with a modeled ACh ligand and ''Tc''AChE in complex with FAS-II.
Mentors: Joel L. Sussman, Weizmann Institute of Science, and Lars Westblade, Touro College of Pharmacy.
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==='''Designing a Physical Model to Tell the Story of Acetylcholinesterase'''===
==='''Introduction'''===


Reflected in our design are two key concepts of AChE: the biochemistry of how the ACh overcomes the depth of the active site gorge before hydrolysis can occur, and how a toxin inhibits the substrate from finding the active site.Two physical models were designed and made by 3-dimensional printing technology: ''Torpedo californica (Tc)'' AChE in complex with a modeled ACh ligand, and ''Tc'' AChE in complex with FAS-II. Both models were based on protein data bank (PDB) files, and Rasmol computer modeling program. PDB files included PDB entry code 2ace for the ''Tc''AChE/ACh complex, and PDB entry code 1fss for the ''Tc'' AChE/FAS-II complex.
Acetylcholinesterase(AChE) is essential for hydrolysis of the neurotransmitter acetylcholine (ACh), and, therefore, for termination of impulse transmission at cholinergic synapses (Figure 2). Irreversible inhibition of AChE can result in accumulation of ACh at cholinergic synapses and, ultimately, to death. Conversely, decreased levels of ACh may result in the memory deficits associated with Alzheimer's disease<ref>PMID: 14501022</ref>. AChE has a deep (20Å) and narrow (5Å) gorge lined with 14 aromatic residues, with its active site located near the bottom of the gorge<ref>PMID: 1678899</ref>. Initially, ACh binds to the peripheral anionic site (PAS) of AChE, and is funneled down the gorge to the active site by interactions between its quaternary ammonium group and the aromatic rings of 14 aromatic amino acid residues lining the gorge. At the active site, ACh is oriented for hydrolysis by interactions between the catalytic anionic site and its quaternary ammonium group. Fasciculin-II (FAS-II), a potent polypeptide toxin present in the venom of the East African green mamba (Dendroaspis angusticeps), inhibits AChE by binding to the top of the active-site gorge, interacting tightly with residues that form the PAS; it thus prevents ACh from entering the active-site gorge<ref>PMID:8747462</ref>. The Hostos-Lincoln Academy Students Modeling A Research Topic (S.M.A.R.T) team and the Center for BioMolecular Modeling have designed and fabricated two physical models using a combination of computational molecular modeling and three-dimensional (3D) printing technology: ''Torpedo californica'' (''Tc'') AChE complexed with a modeled ACh molecule ligand, and a complex of FAS-II with ''Tc''AChE.


<applet load='2ace' size='300' frame='true' align='left' scene='Sandbox_250/Ache_ach/1' caption='AChE/ACh'/>
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==='''Background Information'''===
[[Image:AChE-Page-Cholinergic-Synapse.jpg|thumb|alt= Alt text| Figure 2. Cholinergic Synapse |375px]]


===='''Features of the Substrate Traffic Story: AChE/ACh'''====
When a nerve impulse reaches the presynaptic nerve terminal of a cholinergic synpase, it stimulates the release of the neurotransmitter, ACh (Figure 1), into the synaptic cleft. ACh diffuses across the cleft to the postsynaptic nerve terminal, where it binds reversibly to acetylcholine receptors embedded in the membrane of the postsynaptic nerve terminal. The binding of ACh to the receptors triggers a nerve impulse in the postsynaptic neuron. Finally AChE, anchored to the membrane of the postsynaptic nerve terminal (Figure 2), hydrolyzes ACh to acetate and choline, resulting in the termination of neurotransmission.
[[Image:AChE-Page-ACh_shematic.JPG|left|thumb|alt= Alt text| Figure 1. Chemical Structure of Acetylcholine |275px]]


<scene name='Sandbox_250/Ache_ach/5'>AChE</scene> is an alpha/beta hydrolase fold with an amino acid sequence of 4-535<scene name='Sandbox_250/Ache_ach/6'>ACh</scene> consists of an acytoxy group, ethylene group and a quaternary ammonium ion.
Inhibition of AChE may result in various outcomes, depending on the physiological context. Toxins such as FAS-II, from the green mamba, a poisonous snake found in East Africa, inhibit AChE and ultimately lead to death. However, controlled inhibition of AChE, in patients with Alzheimer’s disease, by drugs designed for this purpose, alleviates their symptoms, including memory loss and disorientation.


The <scene name='Sandbox_250/Ache_ach/4'> 14 aromatic residues</scene> that line the active site gorge are tyr70, trp84, trp120, tyr121, tyr130, trp233, trp279, phe288, phe290, phe330, phe331, tyr334, trp432 and tyr442.
{{clear}}
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The Peripheral Anionic Site(PAS) includes <scene name='Sandbox_250/Ache_ach/7'>Tyr279, Tyr70 and Tyr121</scene>. Initially, the positively charged quaternary ammonium ion of ACh is attracted to and binds to the <scene name='Sandbox_250/Ache_ach/8'>PAS of AChE</scene>, highlighted in yellow.
==='''Models of AChE'''===
{{clear}}
<applet load='2ace' size='300' frame='true' align='left' scene='Sandbox_250/Ache_ach/30' caption='AChE in complex with ACh (2ace)'/>
<qt>file=AChE 7 26 11.m4v|width=640|height=496|autoplay=false|controller=true|loop=false</qt>
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{{clear}}
<applet load='1fss' size='300' frame='true' align='left' scene='Sandbox_250/Ache_fas2/15' caption='AChE in complex with FAS-II (1fss)'/>
<qt>file=AChE FAS 7 26 11.m4v|width=640|height=496|autoplay=false|controller=true|loop=false</qt>


The Catalytic Anionic Site(CAS) includes <scene name='Sandbox_250/Ache_ach/9'>Trp84 and Phe330</scene>. The
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<scene name='Sandbox_250/Ache_ach/10'>CAS</scene>, highlighted in red, holds ACh in the optimal position for hydrolysis by interacting with the quaternary ammonium ion of ACh.
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The active site includes three residues: glu327, his440 and ser200. The Catalytic triad, highlithed in blue, is responsible for the hydrolysis of ACh into acetate and choline.
==='''Designing Physical Models to Tell the Story of Acetylcholinesterase'''===


Reflected in our design are two key concepts of AChE biology: the mechanism by which AChE hydrolyses ACh (the substrate traffic story), and how the Green Mamba Snake toxin, FAS-II, inhibits the hydrolysis of ACh (the inhibition story)<ref>PMID:18586019</ref>. Two physical models were designed and fabricated using a combination of computational molecular modeling and 3D printing technology: ''Tc''AChE in complex with a modeled ACh ligand, and ''Tc''AChE in complex with FAS-II. Both models were designed using the respective protein data bank (PDB) files: 2ace for the ''Tc''AChE/ACh complex and 1fss for the''Tc''AChE/FAS-II complex, and RasMol computer modeling program.
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===='''Features of the Substrate Traffic Story:''a Model of'' AChE/ACh'''====
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<applet load='2ace' size='500' frame='true' align='left' scene='Sandbox_250/Ache_ach/1' caption='AChE/ACh'/>
[[Image:AChE-Page-schematic-gorge.jpg|thumb|alt= Alt text| Figure 3. Schematic illustration of AChE. |525px]]




<applet load='1fss' size='300' frame='true' align='right' scene='Sandbox_250/Ache_fas2/6' caption='AChE/FAS-II' />
The ''Tc''<scene name='Sandbox_250/Ache_ach/5'>AChE</scene> protein contains 537 amino acids and forms an α/β hydrolase fold. The neurotransmitter <scene name='Sandbox_250/Ache_ach/36'>ACh</scene> consists of an acytoxy group, an ethylene group and a positively charged quaternary ammonium ion.


The <scene name='Sandbox_250/Ache_ach/24'>14 aromatic residues</scene> that line the active site gorge are Tyr70, Trp84, Trp120, Tyr121, Tyr130, Trp233, Trp279, Phe288, Phe290, Phe330, Phe331, Tyr334, Trp432 and Tyr442. These aromatic residues interact with the positively charged quaternary ammonium ion of ACh by virtue of cation-π interactions to filter it down the active-site gorge to the catalytic triad (Figure 3).


The PAS includes residues <scene name='Sandbox_250/Ache_ach/11'>Tyr70, Tyr121 and Trp279</scene>. Initially, the positively charged quaternary ammonium ion of ACh is attracted to and binds to the <scene name='Sandbox_250/Ache_ach/31'>PAS of AChE</scene>, highlighted in yellow.


The  Catalytic Anionic Site (CAS) includes residues <scene name='Sandbox_250/Ache_ach/18'>Trp84 and Phe330</scene>. The
<scene name='Sandbox_250/Ache_ach/34'>CAS</scene>, highlighted in red, holds ACh in the optimal position for hydrolysis by interacting with the quaternary ammonium ion of ACh.


The AChE active site includes three residues that form a catalytic triad: <scene name='Sandbox_250/Ache_ach/20'>Ser200, Glu327, and His440</scene>. The <scene name='Sandbox_250/Ache_ach/33'>Catalytic Triad</scene>, highlighted in blue, is responsible for the hydrolysis of ACh into acetate and choline.




{{clear}}
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===='''Features of the Inhibition Story: a Model of AChE/FAS-II'''====
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<applet load='1fss' size='480' frame='true' align='right' scene='Sandbox_250/Ache_fas2/6' caption='AChE/FAS-II' />


===='''Features of the Inhibition Story'''====
The Green Mamba snake toxin, <scene name='Sandbox_250/Ache_fas2/9'>FAS-II</scene>, is a 61-residue protein that folds into 4β sheets, with 3 of the 4β sheets forming loops, or fingers. 


FAS-II is a 61-residue polypeptide with 4 beta sheets forming three loops or fingers. 
FAS-II binds to and inhibits AChE using two major mechanisms:


FAS-II is attracted to AChE by a number of mechanisms:
1. Long-range electrostatic complementarity: the positive lower region of FAS-II is attracted to the highly negative top region of AChE (Figure 4).


1. Amino acid specificity: Thr8, Met33, Arg27 and Val34 are located on two of the three fingers of the FAS-II. When FAS-II binds to AChE, Arg27 and Met33 interact with Trp279 of the Peripheral Anionic Site, while Val34 and Thr8 interact with Tyr70 of the Peripheral Anionic Site.
2. Amino acid specificity: residues <scene name='Sandbox_250/Ache_fas2/14'>Thr8, Arg27 and Met33</scene> are located on two of the three fingers of FAS-II. When FAS-II <scene name='Sandbox_250/Ache_fas2/18'>binds</scene> to AChE, Arg27 and Met33 interact with Trp279 part of the PAS, while Thr8 and Val34 interact with Tyr70, also part of the PAS.


2. Shape: Once bound to the PAS, two loops of FAS-II fit in to the active-site gorge like a hand fits into a glove. Once this interaction occurs, the entrance of the gorge is blocked such that acetylcholine may not enter.
3. Shape: Once bound to the PAS, two loops of FAS-II fit in to the AChE active-site gorge like a hand fits into a glove. Once this occurs, the entrance of the gorge is <scene name='Sandbox_250/Ache_fas2/13'>blocked</scene> such that acetylcholine may not enter, and therefore it will not be hydrolysed. This results in the increased levels of AChE in the cholinergic synapse, and ultimately death.
 
[[Image:New_Schematic_AChE_Fas.JPG|left|thumb|alt= Alt text| Figure 4. AChE-fasciculin-2 complex. (a) A side view of the complex, illustrating the geometric complementarity of the two interacting proteins. AChE is presented as a yellow surface and fasciculin-2 as a blues ribbon. (b) A front view of both interacting proteins, presented separately as surfaces colored by electrostatic potential (blue is positive, white is neutral, and red is negative). To create this view, both proteins were rotated 90º compared to their position in a, AChE to the right and fasciculin to the left. The electrostatic compatibility between the two proteins is clear; The positively charged part of fasciculin matches the entrance to AChE's binding site, which is negatively charged <ref>Kessel A and Ben-Tal N (Dec. 2010) Introduction to Proteins: Structure, Function, and Motion. Chapman & Hall/CRC Mathematical & Computational Biology. ISBN: 9781439810712</ref>.|500px]]
 
{{clear}}
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==='''Poster and Presentations'''===
[[Image:IMG_1169.jpg|Hostos-Lincoln Academy SMART Team| 350px]]
[[Image:2010Poster.jpg|Hostos-Lincoln Academy SMART Team| 350px]]
 
{{Clear}}
 
Our physical models and poster were presented at the 2010 ASBMB meeting in Anaheim, CA.
 
{{Clear}}
 
[[Image:IMG_1187.jpg|Hostos-Lincoln Academy SMART Team| 350px]]
[[Image:Title_Slide_PPT.jpg|Hostos-Lincoln Academy SMART Team| 350px]]
 
{{Clear}}
 
A PowerPoint presentation of our project was given at the 2010 Rockefeller University NYC SMART Teams Annual Symposium.
 
{{Clear}}
 
 
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==='''References'''===
<references/>
 
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==='''Acknowledgements'''===
 
1. Howard Hughes Medical Institue Pre-College Program
2. Center for BioMolecular  Modeling, Milwaukee School of Engineering
 
3. The Rockefeller University Center for Clinical and Translational Science
 
4. The Rockefeller University S.M.A.R.T Team Program
 
5. The Rockefeller University Science Outreach Program
 
6. Touro College of Pharmacy
 
7. Michal Harel, Weizmann Institute of Science
 
8. Natural Sciences Department,Hostos Community College, Bronx, NY
 
9. Malcolm Twist
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=<font color = 'red'>MSOE Center for BioMolecular Modeling and SMART Teams</font>=
[[Image:Center for BioMolecular Modeling Logo.jpg|left|200px]]
[[Image:Smart Teams photo 5.jpg|right|120px]]
 
<font color = 'red'>SMART  Teams (S</font>tudents <font color = 'red'>M</font>odeling <font color = 'red'>A</font> <font color = 'red'>R</font>esearch <font color = 'red'>T</font>opic) is a science outreach program developed by the MSOE Center for BioMolecular Modeling.  In this program, teams of high school students work with a local resarch lab to design and build a physical model of a protein that is being investigated by the lab.  The goal of the SMART Team program is to introduce students to the real world of science --- as it exists in a local research lab.  The development of this program was supported by grants from the NIH-NCRR SEPA program (Science Education Partnership Award) and an HHMI Precollege Science Education Award.  For more information about this program,  visit the [[Group:SMART:Teams|SMART Teams Proteopedia home page]] or visit the CBM web site at [http://www.rpc.msoe.edu/cbm www.rpc.msoe.edu/cbm].

Latest revision as of 02:02, 14 October 2011

Acetylcholinesterase: A Story of Substrate Traffic and InhibitionAcetylcholinesterase: A Story of Substrate Traffic and Inhibition

Students: Mary Acheampong. Daviana Dueño, Bobby Glover, Alafia Henry, Randol Mata, and Marisa VanBrakle, Hostos-Lincoln Academy.

Teacher: Allison Granberry, Hostos-Lincoln Academy

Mentors: Joel L. Sussman, Weizmann Institute of Science, and Lars Westblade, Touro College of Pharmacy.



IntroductionIntroduction

Acetylcholinesterase(AChE) is essential for hydrolysis of the neurotransmitter acetylcholine (ACh), and, therefore, for termination of impulse transmission at cholinergic synapses (Figure 2). Irreversible inhibition of AChE can result in accumulation of ACh at cholinergic synapses and, ultimately, to death. Conversely, decreased levels of ACh may result in the memory deficits associated with Alzheimer's disease[1]. AChE has a deep (20Å) and narrow (5Å) gorge lined with 14 aromatic residues, with its active site located near the bottom of the gorge[2]. Initially, ACh binds to the peripheral anionic site (PAS) of AChE, and is funneled down the gorge to the active site by interactions between its quaternary ammonium group and the aromatic rings of 14 aromatic amino acid residues lining the gorge. At the active site, ACh is oriented for hydrolysis by interactions between the catalytic anionic site and its quaternary ammonium group. Fasciculin-II (FAS-II), a potent polypeptide toxin present in the venom of the East African green mamba (Dendroaspis angusticeps), inhibits AChE by binding to the top of the active-site gorge, interacting tightly with residues that form the PAS; it thus prevents ACh from entering the active-site gorge[3]. The Hostos-Lincoln Academy Students Modeling A Research Topic (S.M.A.R.T) team and the Center for BioMolecular Modeling have designed and fabricated two physical models using a combination of computational molecular modeling and three-dimensional (3D) printing technology: Torpedo californica (Tc) AChE complexed with a modeled ACh molecule ligand, and a complex of FAS-II with TcAChE.



Background InformationBackground Information

Alt text
Figure 2. Cholinergic Synapse

When a nerve impulse reaches the presynaptic nerve terminal of a cholinergic synpase, it stimulates the release of the neurotransmitter, ACh (Figure 1), into the synaptic cleft. ACh diffuses across the cleft to the postsynaptic nerve terminal, where it binds reversibly to acetylcholine receptors embedded in the membrane of the postsynaptic nerve terminal. The binding of ACh to the receptors triggers a nerve impulse in the postsynaptic neuron. Finally AChE, anchored to the membrane of the postsynaptic nerve terminal (Figure 2), hydrolyzes ACh to acetate and choline, resulting in the termination of neurotransmission.

Alt text
Figure 1. Chemical Structure of Acetylcholine

Inhibition of AChE may result in various outcomes, depending on the physiological context. Toxins such as FAS-II, from the green mamba, a poisonous snake found in East Africa, inhibit AChE and ultimately lead to death. However, controlled inhibition of AChE, in patients with Alzheimer’s disease, by drugs designed for this purpose, alleviates their symptoms, including memory loss and disorientation.



Models of AChEModels of AChE

AChE in complex with ACh (2ace)

Drag the structure with the mouse to rotate


AChE in complex with FAS-II (1fss)

Drag the structure with the mouse to rotate



Designing Physical Models to Tell the Story of AcetylcholinesteraseDesigning Physical Models to Tell the Story of Acetylcholinesterase

Reflected in our design are two key concepts of AChE biology: the mechanism by which AChE hydrolyses ACh (the substrate traffic story), and how the Green Mamba Snake toxin, FAS-II, inhibits the hydrolysis of ACh (the inhibition story)[4]. Two physical models were designed and fabricated using a combination of computational molecular modeling and 3D printing technology: TcAChE in complex with a modeled ACh ligand, and TcAChE in complex with FAS-II. Both models were designed using the respective protein data bank (PDB) files: 2ace for the TcAChE/ACh complex and 1fss for theTcAChE/FAS-II complex, and RasMol computer modeling program.


Features of the Substrate Traffic Story:a Model of AChE/AChFeatures of the Substrate Traffic Story:a Model of AChE/ACh


AChE/ACh

Drag the structure with the mouse to rotate
Alt text
Figure 3. Schematic illustration of AChE.


The Tc protein contains 537 amino acids and forms an α/β hydrolase fold. The neurotransmitter consists of an acytoxy group, an ethylene group and a positively charged quaternary ammonium ion.

The that line the active site gorge are Tyr70, Trp84, Trp120, Tyr121, Tyr130, Trp233, Trp279, Phe288, Phe290, Phe330, Phe331, Tyr334, Trp432 and Tyr442. These aromatic residues interact with the positively charged quaternary ammonium ion of ACh by virtue of cation-π interactions to filter it down the active-site gorge to the catalytic triad (Figure 3).

The PAS includes residues . Initially, the positively charged quaternary ammonium ion of ACh is attracted to and binds to the , highlighted in yellow.

The Catalytic Anionic Site (CAS) includes residues . The , highlighted in red, holds ACh in the optimal position for hydrolysis by interacting with the quaternary ammonium ion of ACh.

The AChE active site includes three residues that form a catalytic triad: . The , highlighted in blue, is responsible for the hydrolysis of ACh into acetate and choline.



Features of the Inhibition Story: a Model of AChE/FAS-IIFeatures of the Inhibition Story: a Model of AChE/FAS-II


AChE/FAS-II

Drag the structure with the mouse to rotate

The Green Mamba snake toxin, , is a 61-residue protein that folds into 4β sheets, with 3 of the 4β sheets forming loops, or fingers.

FAS-II binds to and inhibits AChE using two major mechanisms:

1. Long-range electrostatic complementarity: the positive lower region of FAS-II is attracted to the highly negative top region of AChE (Figure 4).

2. Amino acid specificity: residues are located on two of the three fingers of FAS-II. When FAS-II to AChE, Arg27 and Met33 interact with Trp279 part of the PAS, while Thr8 and Val34 interact with Tyr70, also part of the PAS.

3. Shape: Once bound to the PAS, two loops of FAS-II fit in to the AChE active-site gorge like a hand fits into a glove. Once this occurs, the entrance of the gorge is such that acetylcholine may not enter, and therefore it will not be hydrolysed. This results in the increased levels of AChE in the cholinergic synapse, and ultimately death.

Alt text
Figure 4. AChE-fasciculin-2 complex. (a) A side view of the complex, illustrating the geometric complementarity of the two interacting proteins. AChE is presented as a yellow surface and fasciculin-2 as a blues ribbon. (b) A front view of both interacting proteins, presented separately as surfaces colored by electrostatic potential (blue is positive, white is neutral, and red is negative). To create this view, both proteins were rotated 90º compared to their position in a, AChE to the right and fasciculin to the left. The electrostatic compatibility between the two proteins is clear; The positively charged part of fasciculin matches the entrance to AChE's binding site, which is negatively charged [5].


Poster and PresentationsPoster and Presentations

Hostos-Lincoln Academy SMART Team Hostos-Lincoln Academy SMART Team

Our physical models and poster were presented at the 2010 ASBMB meeting in Anaheim, CA.

Hostos-Lincoln Academy SMART Team Hostos-Lincoln Academy SMART Team

A PowerPoint presentation of our project was given at the 2010 Rockefeller University NYC SMART Teams Annual Symposium.




ReferencesReferences

  1. Greenblatt HM, Dvir H, Silman I, Sussman JL. Acetylcholinesterase: a multifaceted target for structure-based drug design of anticholinesterase agents for the treatment of Alzheimer's disease. J Mol Neurosci. 2003;20(3):369-83. PMID:14501022 doi:10.1385/JMN:20:3:369
  2. Sussman JL, Harel M, Frolow F, Oefner C, Goldman A, Toker L, Silman I. Atomic structure of acetylcholinesterase from Torpedo californica: a prototypic acetylcholine-binding protein. Science. 1991 Aug 23;253(5022):872-9. PMID:1678899
  3. Harel M, Kleywegt GJ, Ravelli RB, Silman I, Sussman JL. Crystal structure of an acetylcholinesterase-fasciculin complex: interaction of a three-fingered toxin from snake venom with its target. Structure. 1995 Dec 15;3(12):1355-66. PMID:8747462
  4. Silman I, Sussman JL. Acetylcholinesterase: how is structure related to function? Chem Biol Interact. 2008 Sep 25;175(1-3):3-10. Epub 2008 Jun 6. PMID:18586019 doi:10.1016/j.cbi.2008.05.035
  5. Kessel A and Ben-Tal N (Dec. 2010) Introduction to Proteins: Structure, Function, and Motion. Chapman & Hall/CRC Mathematical & Computational Biology. ISBN: 9781439810712


AcknowledgementsAcknowledgements

1. Howard Hughes Medical Institue Pre-College Program

2. Center for BioMolecular Modeling, Milwaukee School of Engineering

3. The Rockefeller University Center for Clinical and Translational Science

4. The Rockefeller University S.M.A.R.T Team Program

5. The Rockefeller University Science Outreach Program

6. Touro College of Pharmacy

7. Michal Harel, Weizmann Institute of Science

8. Natural Sciences Department,Hostos Community College, Bronx, NY

9. Malcolm Twist



MSOE Center for BioMolecular Modeling and SMART TeamsMSOE Center for BioMolecular Modeling and SMART Teams

SMART Teams (Students Modeling A Research Topic) is a science outreach program developed by the MSOE Center for BioMolecular Modeling. In this program, teams of high school students work with a local resarch lab to design and build a physical model of a protein that is being investigated by the lab. The goal of the SMART Team program is to introduce students to the real world of science --- as it exists in a local research lab. The development of this program was supported by grants from the NIH-NCRR SEPA program (Science Education Partnership Award) and an HHMI Precollege Science Education Award. For more information about this program, visit the SMART Teams Proteopedia home page or visit the CBM web site at www.rpc.msoe.edu/cbm.

Proteopedia Page Contributors and Editors (what is this?)Proteopedia Page Contributors and Editors (what is this?)

Joel L. Sussman, Allison Granberry, Jaime Prilusky