Message boards : Rosetta@home Science : Structure prediction of zinc-binding proteins
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Chu Send message Joined: 23 Feb 06 Posts: 120 Credit: 112,439 RAC: 0 |
We are currently doing a research project in rosetta aiming at developing methods to predict structures of zinc-binding proteins. Some of the tests are currently being performed on Rosetta@Home now with the newly updated V1.39 application. From the user's view, the most noticeable change will be the graphic in which a protein is folding around a colored sphere, representing the zinc metal ion. And here is a little more background about this project. A large number of proteins in nature include metal atoms as part of their structures, of which zinc is one of the most commonly employed types. For example, about 3% of the protein sequences inferred from human genome are predicted to contain zinc-binding motifs. Many zinc proteins carry out biologically important functions, including zinc-fingers as transcription factors, matrix metalloproteins involved in cancers and cardiovascular diseases, and zinc proteases as lethal factors in anthrax toxins. In general, zinc metal in proteins plays either a structural role or a catalytic role. In former cases, it is coordinated by protein sidechains and helps to improve the stability of the structure motif. In latter cases, it employs its unique feature as a transition metal and a positively charge ion to participate in the substrate activation and enzymatic catalysis. Currently, zinc metal has been employed in both structure prediction and protein/enzyme design projects in the Baker laboratory. For the project of structure prediction of zinc proteins, we are modeling zinc metal ion explicitly during the simulation of ab initio protein folding. One common feature we learned from native zinc-binding(structurally) proteins is that zinc metal ion is coordinated by four protein sidechains, most often, Histidine and Cysteine, in a tetrahedral geometry. That is, zinc is positioned in the center of the tetrahedron, and four itrogen (HIS) or sulfur (CYS) atoms are positioned on the vertexes of the tetrahedron. If you look at the structure displayed on your graphic and color them by CPK (hitting "C" key), you should find out that there are always four either blue (nitrogen of HIS) or yellow (sulfur of CYS) sidechains around the zinc (displayed as sphere). This important zinc coordination motif is implemented as part of rosetta energy function and we are hoping that by combining the explicit zinc metal modeling and Rosetta ab initio prediction method, we can develop a useful method to predict structures accurately for this class of important proteins in nature. Of course, to achieve this goal, we will have to rely on the generous help of all Rosetta@Home users from all over the world. Feel free to let me know if you have any questions or insights on this project. Happy crunching! |
Stacey Baird Send message Joined: 11 Apr 06 Posts: 19 Credit: 74,745 RAC: 0 |
So, how does zinc metal bond with proteins? Why is that important? what would be an every day recognizable example of zinc metal bonding? |
Mod.Sense Volunteer moderator Send message Joined: 22 Aug 06 Posts: 4018 Credit: 0 RAC: 0 |
I moved Stacey's post here where the zinc is already being discussed. So, perhaps he hasn't seen Chu's original post. Stacey, are you saying that: ...zinc-fingers as transcription factors, matrix metalloproteins involved in cancers and cardiovascular diseases, and zinc proteases as lethal factors in anthrax toxins. ...wasn't entirely clear to you? :) Me either. I believe the point is that zinc is found in some proteins naturally, and seems to have some unique properties around it when it exists. So, if one can better understand those properties, then perhaps they can learn how to better predict structure for proteins that do happen to include zinc. Perhaps Chu can give some (more) examples of such proteins, and talk more about the enzyme work being done. Or, better yet, describe what one could do with an improved understanding of zinc-binding proteins as they relate to cancers and cardiovascular diseases. Rosetta Moderator: Mod.Sense |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
So, how does zinc metal bond with proteins? Why is that important? what would be an every day recognizable example of zinc metal bonding? Stacey, If I remember correctly, one use is that your pancreas usually does it in the beta cells that make insulin. If this stops, you have type 1 diabetes or an uncommon type such as MODY, and need insulin shots for the rest of your life. I'm looking for more information on this so that I'll have more chance to persuade a few groups of diabetics to participate in Rosetta@home. I've already started a Google search for such information, but am likely to need a few days to finish the followup to the search and post the results. |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
I've already started a Google search for such information, but am likely to need a few days to finish the followup to the search and post the results. I finished the followup sooner than expected. The following web sites show the relation of zinc to diabetes: Dietary Zinc For Diabetes Prevention Not Backed By Evidence http://www.sciencedaily.com/releases/2007/01/070128140936.htm Diabetes Zinc For Diabetes http://www.healthbulletin.org/diabetes/diabetes5.htm Dr. Lewis Mehl-Madrona, M.D., Ph.D. http://www.healing-arts.org/mehl-madrona/mmzinc.htm Zinc, the Pancreas, and Diabetes: Insights from Rodent Studies and Future Directions http://www.ingentaconnect.com/content/klu/biom/2005/00000018/00000004/00003686 Zinc and Diabetes http://www.diabetesselfmanagement.com/blog/Amy_Campbell/Zinc_and_Diabetes Zinc supplementation for the prevention of type 2 diabetes mellitus http://www.cochrane.org/reviews/en/ab005525.html Zinc, Insulin and Diabetes http://www.jacn.org/cgi/content/full/17/2/109 Summary: More research is needed to pin down the details. |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
During that search, I also found references to zinc being involved in a number of other conditions. Antiviral Protein May Inhibit Ebola And Marburg Virus, New Study Suggests http://www.sciencedaily.com/releases/2007/03/070319174933.htm Cochrane Search Results - Zinc http://search.cochrane.org/search?q=zinc&restrict=cochrane_org&scso_cochrane_org=whole+site&scso_review_abstracts=Cochrane+reviews Don't expect all the links this finds to be accessible to the public. Metal protein attenuating compounds for the treatment of Alzheimer's disease http://www.cochrane.org/reviews/en/ab005380.html |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Another article on a zinc-binding protein: Zinc Transporters Regulate Pancreatic Cancer http://www.sciencedaily.com/releases/2007/11/071112172150.htm |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Another protein that binds to zinc, metallothionen: http://www.ingentaconnect.com/content/apl/tbmk/2001/00000006/00000002/art00002?crawler=true http://www.tangledneuron.info/the_tangled_neuron/genetics/ http://www.alternativementalhealth.com/articles/pyroluria.htm http://www.hputest.nl/lit108.doc http://www.springerlink.com/content/v1077829723q14n0/ http://cat.inist.fr/?aModele=afficheN&cpsidt=11226032 Also binds to a few more types of metal ions, such as copper and cadmium. Has some effect on schizophrenia. |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
More proteins that bind to zinc: Metalloenzymes, such as carbonic anhydrase, alkaline phosphatase, RNA & DNA polymerases, thymidine kinase and carboxypeptidases http://www.cdhb.govt.nz/chlabs/help/4227hlp.htm DrZIP1 http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=1183453 ZIP4 and pancreatic cancer http://www.sciencedaily.com/releases/2007/11/071112172150.htm MPAC and Alzheimer's http://www.cochrane.org/reviews/en/ab005380.html |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Could we have some indication if which other metal ions minirosetta can now handle binding to proteins? For example, some which can bind are copper, cadmium, cobalt, iron and magnesium. Are any more of these planned for the future? |
Johnathon Tinsley Send message Joined: 20 Aug 08 Posts: 1 Credit: 1,227,378 RAC: 1,180 |
I showed this to my colleague in the office (who has a Chemistry degree), who said. "Cool... I can't believe no-one in that [this] thread has mentioned the common cold". Binding to zinc to cure/alleviate the common cold? |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
I showed this to my colleague in the office (who has a Chemistry degree), who said. "Cool... I can't believe no-one in that [this] thread has mentioned the common cold". Binding to zinc to cure/alleviate the common cold? I did a Google search to check that and found that the evidence for zinc helping the common cold in inconclusive, but there have been a number of lawsuits from people who lost their sense of smell, their sense of taste, or both, while trying it. I didn't spot any evidence that any protein binding to zinc is involved in either the common cold or the loss of those senses. http://www.mayoclinic.com/health/cold-remedies/ID00036 http://www.flupatrol.com/2006/12/13/debate-over-zicam-does-risk-outweigh-the-benefits/ http://www.usatoday.com/money/industries/health/2007-08-01-zicam_N.htm http://www.snopes.com/medical/drugs/zicam.asp http://www.washingtonpost.com/wp-dyn/content/article/2006/01/30/AR2006013001255.html http://www.uspharmacist.com/oldformat.asp?url=newlook/files/alte/feat2.htm http://www.ncbi.nlm.nih.gov/pubmed/8942045 http://en.wikipedia.org/wiki/Zinc_gluconate |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Looks like a zinc-binding non-protein may be significant in cancer research. http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B7GJC-4NBXVFH-1&_user=4420034&_origUdi=B6T6R-4FH4V4G-3&_fmt=high&_coverDate=06%2F01%2F2007&_rdoc=1&_orig=article&_acct=C000063005&_version=1&_urlVersion=0&_userid=4420034&md5=9b678a0dca8165abdc9fb5caf8392016 Can your software handle this? It's also cadmium-binding, so you may want to check if your software can handle that too. http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6T6P-4KSHB9D-D&_user=4420034&_origUdi=B7GJC-4NBXVFH-1&_fmt=high&_coverDate=02%2F28%2F2007&_rdoc=1&_orig=article&_acct=C000063005&_version=1&_urlVersion=0&_userid=4420034&md5=ea2e3395765b8abe9725eca4d51a2379 http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6TCP-4RV7YC9-1&_user=4420034&_origUdi=B6T6P-4KSHB9D-D&_fmt=high&_coverDate=06%2F30%2F2008&_rdoc=1&_orig=article&_acct=C000063005&_version=1&_urlVersion=0&_userid=4420034&md5=933e43cc788f991b204830e46a0266f7 |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
News on matrix metalloproteases (a family of zinc-linked proteins, known as MMPs) and cancer: http://cat.inist.fr/?aModele=afficheN&cpsidt=17774634 http://www.ncbi.nlm.nih.gov/pubmed/15362860?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=1&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11382769?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=4&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/15273280?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10202187?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=4&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10995877?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11241310?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=1&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11716069?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://pubs.acs.org/doi/abs/10.1021/pr050483b http://www.comparative-hepatology.com/content/3/s1/s20 http://www.ncbi.nlm.nih.gov/pubmed/10989641?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/9880540?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/12614260?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10357558?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10365151?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=4&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11053050?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=3&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/9087449 http://www.ncbi.nlm.nih.gov/pubmed/11278623?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=3&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/12714042?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=4&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/15781320?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/12706853?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11381077?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11716070?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedreviews&logdbfrom=pubmed http://en.wikipedia.org/wiki/Metalloproteinase http://www.ncbi.nlm.nih.gov/pubmed/12067201?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=3&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11956636?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10389763?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10491431?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=3&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/10415741?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/12810672?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=3&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/11716072?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedreviews&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/17156449?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=5&log$=relatedarticles&logdbfrom=pubmed http://www.ncbi.nlm.nih.gov/pubmed/12592384?ordinalpos=1&itool=EntrezSystem2.PEntrez.Pubmed.Pubmed_ResultsPanel.Pubmed_DiscoveryPanel.Pubmed_Discovery_RA&linkpos=2&log$=relatedarticles&logdbfrom=pubmed A slow site: http://biblioteca.universia.net/html_bura/ficha/params/id/35284772.html |
Chu Send message Joined: 23 Feb 06 Posts: 120 Credit: 112,439 RAC: 0 |
Great data mining work, robertniles! Thank everyone for such a wonderful discussion. Definitely all the other metals are our to-do list and we are very excited about introducing for the first time metal into Rosetta structure modeling. As mentioned in my original post, Zinc is one of the most abundant metals found in natural protein molecules, playing both important structural (stabilizing proteins) and catalytic (helping realize protein functions) roles. A lot of zinc-binding proteins are involved in DNA binding and recognition and the most popular structure motif is referred as "zinc finger". For example, an enzyme called Integrase in HIV virus has a structural domain that contains zinc-binding sites and is believed to be responsible for multimerization of this enzyme. To understand how the zinc binding affect this process will certainly help us find new insights to fight against HIV. I am glad to see the last post mentions matrix metalloproteases because I am soon to join a new lab which have done a lot of work in characterizing unknown MMPs in human proteomics which are believed to be cancer related. I am very grateful to everyone's contribution to our project and I will surely keep everyone posted when there is any exciting results we will obtain in future. Could we have some indication if which other metal ions minirosetta can now handle binding to proteins? For example, some which can bind are copper, cadmium, cobalt, iron and magnesium. |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
A web site video on a cancer-treatment method still under development that may link to your work on metal-binding proteins, at least if they're able to use metal-binding proteins instead of the metal nanoparticles they're trying now: http://www.hybridmedicalanimation.com/60min.html |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Definitely all the other metals are our to-do list and we are very excited about introducing for the first time metal into Rosetta structure modeling. Is mercury also on the list planned for the future? If it is, I'll try to use that to attract some people interested in autism-related conditions to participate in Rosetta@home. If I decide to start new threads on why proteins binding to other metal ions are important, where would you like me to put them? I've already found a number of web sites to mention. |
Mod.Sense Volunteer moderator Send message Joined: 22 Aug 06 Posts: 4018 Credit: 0 RAC: 0 |
I would put such links and discussion here on the science board. Thanks in advance for taking the time to collect and post such interesting info. Rosetta Moderator: Mod.Sense |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
Another zinc-binding protein, this one related to HIV and the structure of the (human) cell nucleus: ZMPSTE24 http://www.mooshee.com/health-news/mooshee-com-health-news-study-finds-hiv-protease-inhibitor-drugs-may-adversely-affect-the-scaffolding-of-the-cell-nucleus |
robertmiles Send message Joined: 16 Jun 08 Posts: 1232 Credit: 14,281,662 RAC: 1,807 |
An idea to think of for handling proteins that bind to other metal ions: Create a module similar to the one for handling zinc ions, but with more adjustment parameters so that you can make it handle a wide variety of metal ions. Then, if you need to handle any proteins bound to at least two types of metal ions, just include two or more of these modules in future versions of minirosetta, but instruct them to get their parameters from different files. |
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Structure prediction of zinc-binding proteins
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