how to build a GOstats-compatible annotation package for plasmodium falciparum?
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Paul Shannon ★ 1.1k
@paul-shannon-578
Last seen 9.6 years ago
I'm familiar with the YEAST data package, and the many chip-specific annotation packages -- all of which work very nicely with GOstats. GO offers annotation for p.falciparum, the malaria parasite. What would it take to put that into an R data package which will work with GOstats? Thanks! - Paul
Annotation Yeast GOstats Annotation Yeast GOstats • 1.5k views
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Marc Carlson ★ 7.2k
@marc-carlson-2264
Last seen 7.7 years ago
United States
Paul Shannon wrote: > I'm familiar with the YEAST data package, and the many chip-specific > annotation packages -- > all of which work very nicely with GOstats. > > GO offers annotation for p.falciparum, the malaria parasite. What > would it take to > put that into an R data package which will work with GOstats? > > Thanks! > > - Paul > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > > This is a good question. The short answer is that it is entirely possible to do it, but that it's not supported by the new annotation pipeline at the moment. The long answer is that I would be delighted to add this organism if there is a strong desire for it by the community. We are always looking for feedback to help us know which things we should be supporting, and this includes indications about which organisms are being studied enough to merit an annotation package. For me it's not a question of whether or not I will add new stuff to the annotation packages. It's really a question of which stuff I should be working on first. But because we want the annotation packages to be maximally helpful to the largest possible group of people, we are always need information about what you guys need. So my question for you is this: Is it in fact a high priority for the community to collate a set of annotation packages about p.falciparum? Marc
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Hi Marc, You ask: > Is it in fact a high priority for the > community to collate a set of annotation packages about p.falciparum? > I don't have any data on, or any real feeling for, how much use an annotation package for falciparum would see in the bioc community. A few points in its favor are 1) falciparum is not an orphan organism: the gene ontology project supports it (along with many other organisms, of course) 2) funding for malaria research is probably at an all-time high 3) We (and many others) are actively searching for, and testing, malaria vaccine candidates. Any progress made in this will result in lives saved. Judicious use of GOstats can be very helpful in, say, identifying liver-stage specific antigens, or gaining insight into the mechanisms of cytoadhesion in pregnancy malaria. I don't know if many would find this compelling, but for me, the uncertainty of heavy use -- would an annotation package be used my many? -- might be offset by the real-world benefits that would likely accrue from even limited use of the package. But of course I don't know how many high priority items you are already trying to juggle. It could be many, and their real-world benefits may be just as compelling as falciparum annotation: progress on other diseases, attaining new & fundamental understanding of biological processes, developing new analytical techniques. Is it possible to reduce the task from 'create a general purpose bioc annotation package' to simply 'assemble the few environments needed by GOstats'? If that's possible, and if you could give me a few tips, perhaps I could undertake this myself. Cheers, - Paul On Nov 5, 2007, at 2:07 PM, Marc Carlson wrote: > Paul Shannon wrote: >> I'm familiar with the YEAST data package, and the many chip- specific >> annotation packages -- >> all of which work very nicely with GOstats. >> >> GO offers annotation for p.falciparum, the malaria parasite. What >> would it take to >> put that into an R data package which will work with GOstats? >> >> Thanks! >> >> - Paul >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: http://news.gmane.org/ >> gmane.science.biology.informatics.conductor >> >> > This is a good question. The short answer is that it is entirely > possible to do it, but that it's not supported by the new annotation > pipeline at the moment. > > The long answer is that I would be delighted to add this organism if > there is a strong desire for it by the community. We are always > looking > for feedback to help us know which things we should be supporting, and > this includes indications about which organisms are being studied > enough > to merit an annotation package. For me it's not a question of whether > or not I will add new stuff to the annotation packages. It's really a > question of which stuff I should be working on first. > > But because we want the annotation packages to be maximally helpful to > the largest possible group of people, we are always need information > about what you guys need. > > > So my question for you is this: Is it in fact a high priority for the > community to collate a set of annotation packages about p.falciparum? > > > Marc
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Hi Paul, Marc, <hype> We at the Sanger Institute, having sequenced most of this beast's genome (http://www.sanger.ac.uk/Projects/P_falciparum/), have developed arrays for P. falciparum (the Affymetrix PFSANGER array), as well as for rodent malarias P. berghei and P. chabaudi (Affy, RMSANGER). </hype> As a result we are frequently generating/updating annotation datasets for these organisms. I should point out that the data in NCBI/EMBL have not been updated recently, and there have been many gene model/annotation etc changes since sequence submission. The most current dataset are in GeneDB (http://www.genedb.org/genedb/malaria/). That said, ~10 days ago we had a week-long annotation workshop/jamboree that has refined many gene models and updated many product calls, GO terms etc etc. We are currently collating and QCing the annotation changes, with a view to updating GeneDB in the near future, plus other public data repositories. Thus, using the "standard" annotation package pipeline might perhaps not be appropriate, at least not in the interim? Cheers, al > -----Original Message----- > From: bioconductor-bounces at stat.math.ethz.ch > [mailto:bioconductor-bounces at stat.math.ethz.ch] On Behalf Of > Paul Shannon > Sent: 05 November 2007 22:59 > To: Marc Carlson > Cc: bioc > Subject: Re: [BioC] how to build a GOstats-compatible > annotation package forplasmodium falciparum? > > > Hi Marc, > > You ask: > > > Is it in fact a high priority for the > > community to collate a set of annotation packages about > p.falciparum? > > > > > I don't have any data on, or any real feeling for, how much use an > annotation > package for falciparum would see in the bioc community. A few > points in its favor are > > 1) falciparum is not an orphan organism: the gene ontology > project supports > it (along with many other organisms, of course) > > 2) funding for malaria research is probably at an all-time high > > 3) We (and many others) are actively searching for, and testing, > malaria vaccine candidates. > Any progress made in this will result in lives saved. > Judicious use of > GOstats can be very helpful in, say, identifying liver-stage > specific > antigens, or gaining insight into the mechanisms of > cytoadhesion in > pregnancy malaria. > > I don't know if many would find this compelling, but for me, the > uncertainty > of heavy use -- would an annotation package be used my many? > -- might be offset by the real-world benefits that would > likely accrue from > even limited use > of the package. > > But of course I don't know how many high priority items you are > already trying to juggle. > It could be many, and their real-world benefits may be just as > compelling as falciparum > annotation: progress on other diseases, attaining new & fundamental > understanding of > biological processes, developing new analytical techniques. > > Is it possible to reduce the task from 'create a general > purpose bioc > annotation package' to > simply 'assemble the few environments needed by GOstats'? > If that's > possible, and if you > could give me a few tips, perhaps I could undertake this myself. > > Cheers, > > - Paul > > > > > On Nov 5, 2007, at 2:07 PM, Marc Carlson wrote: > > > Paul Shannon wrote: > >> I'm familiar with the YEAST data package, and the many > chip-specific > >> annotation packages -- all of which work very nicely with GOstats. > >> > >> GO offers annotation for p.falciparum, the malaria parasite. What > >> would it take to put that into an R data package which > will work with > >> GOstats? > >> > >> Thanks! > >> > >> - Paul > >> > >> _______________________________________________ > >> Bioconductor mailing list > >> Bioconductor at stat.math.ethz.ch > >> https://stat.ethz.ch/mailman/listinfo/bioconductor > >> Search the archives: http://news.gmane.org/ > >> gmane.science.biology.informatics.conductor > >> > >> > > This is a good question. The short answer is that it is entirely > > possible to do it, but that it's not supported by the new > annotation > > pipeline at the moment. > > > > The long answer is that I would be delighted to add this > organism if > > there is a strong desire for it by the community. We are always > > looking > > for feedback to help us know which things we should be > supporting, and > > this includes indications about which organisms are being studied > > enough > > to merit an annotation package. For me it's not a question > of whether > > or not I will add new stuff to the annotation packages. > It's really a > > question of which stuff I should be working on first. > > > > But because we want the annotation packages to be maximally > helpful to > > the largest possible group of people, we are always need > information > > about what you guys need. > > > > > > So my question for you is this: Is it in fact a high > priority for the > > community to collate a set of annotation packages about > p.falciparum? > > > > > > Marc > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/biocondu> ctor > Search the > archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor > -- The Wellcome Trust Sanger Institute is operated by Genome Research Limited, a charity registered in England with number 1021457 and a company registered in England with number 2742969, whose registered office is 215 Euston Road, London, NW1 2BE.
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Hi Paul, if you want to perform an enrichment analysis for the GO terms you can also look at the topGO package. It works also in the cases in which there is no chip-specific annotation package. What you need is a mapping between genes and GO terms. This mapping can be provided either as "gene to GO trems" or as "GO term to genes" and they should be lists indexed either by the genes or by GO terms. You can take a look at the man page of "annFUN.GO2genes" function. I hope this helps, Adrian On 11/5/07, Paul Shannon <pshannon at="" systemsbiology.org=""> wrote: > Hi Marc, > > You ask: > > > Is it in fact a high priority for the > > community to collate a set of annotation packages about p.falciparum? > > > > > I don't have any data on, or any real feeling for, how much use an > annotation > package for falciparum would see in the bioc community. A few > points in its favor are > > 1) falciparum is not an orphan organism: the gene ontology > project supports > it (along with many other organisms, of course) > > 2) funding for malaria research is probably at an all-time high > > 3) We (and many others) are actively searching for, and testing, > malaria vaccine candidates. > Any progress made in this will result in lives saved. > Judicious use of > GOstats can be very helpful in, say, identifying liver-stage > specific > antigens, or gaining insight into the mechanisms of > cytoadhesion in > pregnancy malaria. > > I don't know if many would find this compelling, but for me, the > uncertainty > of heavy use -- would an annotation package be used my many? -- might > be offset by the real-world benefits that would likely accrue from > even limited use > of the package. > > But of course I don't know how many high priority items you are > already trying to juggle. > It could be many, and their real-world benefits may be just as > compelling as falciparum > annotation: progress on other diseases, attaining new & fundamental > understanding of > biological processes, developing new analytical techniques. > > Is it possible to reduce the task from 'create a general purpose bioc > annotation package' to > simply 'assemble the few environments needed by GOstats'? If that's > possible, and if you > could give me a few tips, perhaps I could undertake this myself. > > Cheers, > > - Paul > > > > > On Nov 5, 2007, at 2:07 PM, Marc Carlson wrote: > > > Paul Shannon wrote: > >> I'm familiar with the YEAST data package, and the many chip- specific > >> annotation packages -- > >> all of which work very nicely with GOstats. > >> > >> GO offers annotation for p.falciparum, the malaria parasite. What > >> would it take to > >> put that into an R data package which will work with GOstats? > >> > >> Thanks! > >> > >> - Paul > >> > >> _______________________________________________ > >> Bioconductor mailing list > >> Bioconductor at stat.math.ethz.ch > >> https://stat.ethz.ch/mailman/listinfo/bioconductor > >> Search the archives: http://news.gmane.org/ > >> gmane.science.biology.informatics.conductor > >> > >> > > This is a good question. The short answer is that it is entirely > > possible to do it, but that it's not supported by the new annotation > > pipeline at the moment. > > > > The long answer is that I would be delighted to add this organism if > > there is a strong desire for it by the community. We are always > > looking > > for feedback to help us know which things we should be supporting, and > > this includes indications about which organisms are being studied > > enough > > to merit an annotation package. For me it's not a question of whether > > or not I will add new stuff to the annotation packages. It's really a > > question of which stuff I should be working on first. > > > > But because we want the annotation packages to be maximally helpful to > > the largest possible group of people, we are always need information > > about what you guys need. > > > > > > So my question for you is this: Is it in fact a high priority for the > > community to collate a set of annotation packages about p.falciparum? > > > > > > Marc > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor >
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Hi Marc, If (as seems quite possible) no one has time right now to do a proper malaria annotation package, can you tell me how I can get started with creating the minimal data needed for GOstats? I hope that if I were to emulate the YEASTGO environment from the YEAST package -- creating a PFALCIPARUMGO environment, for instance -- that that might be all that GOstats needs. Would that indeed work? If so, and assuming I could build a properly structured environment, a puzzle remains: one constructs a GOHyperGParams object specifying annotation = 'YEAST' What would the equivalent argument be for a home-brewed (and minimal) annoation object? I imagine that hyperGTest does some magic to map from "YEAST" to the YEASTGO environment. params = new ("GOHyperGParams", geneIds = unique (deleted), universeGeneIds = universe, annotation = "YEAST", ontology = "BP", pvalueCutoff = 0.01, conditional = TRUE, testDirection = "over") Got any sugeestions? Cautions? Thanks! - Paul On Nov 5, 2007, at 2:07 PM, Marc Carlson wrote: > Paul Shannon wrote: >> I'm familiar with the YEAST data package, and the many chip- specific >> annotation packages -- >> all of which work very nicely with GOstats. >> >> GO offers annotation for p.falciparum, the malaria parasite. What >> would it take to >> put that into an R data package which will work with GOstats? >> >> Thanks! >> >> - Paul >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: http://news.gmane.org/ >> gmane.science.biology.informatics.conductor >> >> > This is a good question. The short answer is that it is entirely > possible to do it, but that it's not supported by the new annotation > pipeline at the moment. > > The long answer is that I would be delighted to add this organism if > there is a strong desire for it by the community. We are always > looking > for feedback to help us know which things we should be supporting, and > this includes indications about which organisms are being studied > enough > to merit an annotation package. For me it's not a question of whether > or not I will add new stuff to the annotation packages. It's really a > question of which stuff I should be working on first. > > But because we want the annotation packages to be maximally helpful to > the largest possible group of people, we are always need information > about what you guys need. > > > So my question for you is this: Is it in fact a high priority for the > community to collate a set of annotation packages about p.falciparum? > > > Marc
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Paul Shannon wrote: > Hi Marc, > > If (as seems quite possible) no one has time right now to do a proper > malaria annotation package, > can you tell me how I can get started with creating the minimal data > needed for > GOstats? > > I hope that if I were to emulate the YEASTGO environment from the > YEAST package -- creating > a PFALCIPARUMGO environment, for instance -- that that might be all > that GOstats needs. > > Would that indeed work? If so, and assuming I could build a properly > structured environment, > a puzzle remains: one constructs a GOHyperGParams object specifying > > annotation = 'YEAST' > > What would the equivalent argument be for a home-brewed (and minimal) > annoation > object? I imagine that hyperGTest does some magic to map from "YEAST" > to the > YEASTGO environment. > > > params = new ("GOHyperGParams", geneIds = unique (deleted), > universeGeneIds = universe, > annotation = "YEAST", > ontology = "BP", pvalueCutoff = 0.01, conditional = > TRUE, > testDirection = "over") > > > Got any sugeestions? Cautions? > > Thanks! > > - Paul > > On Nov 5, 2007, at 2:07 PM, Marc Carlson wrote: > >> Paul Shannon wrote: >>> I'm familiar with the YEAST data package, and the many chip- specific >>> annotation packages -- >>> all of which work very nicely with GOstats. >>> >>> GO offers annotation for p.falciparum, the malaria parasite. What >>> would it take to >>> put that into an R data package which will work with GOstats? >>> >>> Thanks! >>> >>> - Paul >>> >>> _______________________________________________ >>> Bioconductor mailing list >>> Bioconductor at stat.math.ethz.ch >>> https://stat.ethz.ch/mailman/listinfo/bioconductor >>> Search the archives: >>> http://news.gmane.org/gmane.science.biology.informatics.conductor >>> >>> >> This is a good question. The short answer is that it is entirely >> possible to do it, but that it's not supported by the new annotation >> pipeline at the moment. >> >> The long answer is that I would be delighted to add this organism if >> there is a strong desire for it by the community. We are always looking >> for feedback to help us know which things we should be supporting, and >> this includes indications about which organisms are being studied enough >> to merit an annotation package. For me it's not a question of whether >> or not I will add new stuff to the annotation packages. It's really a >> question of which stuff I should be working on first. >> >> But because we want the annotation packages to be maximally helpful to >> the largest possible group of people, we are always need information >> about what you guys need. >> >> >> So my question for you is this: Is it in fact a high priority for the >> community to collate a set of annotation packages about p.falciparum? >> >> >> Marc Well I plan to do this. But it's just not going to happen overnight. I am booked right now with a homology implementation and I also have to finish getting part of the promised pipeline in place for our other annotation package collaborators so that they can update their packages to the newer format for the upcoming release. This means that I may not get to start this for a couple of months, but it has been added to my todo list. For now, I recommend that you try to use the AnnBuilder package. We are planning to retire this package along with the style of annotation package that it spawns so this is definitely NOT a good long term solution and is to be used for the short term ONLY. But I think that it will probably get you the quick fix that you need. http://bioconductor.org/packages/2.1/bioc/html/AnnBuilder.html Marc
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Hi Marc, It sounds like you have your hands full! Would it be crazy if we were to undertake this ourselves, at the SBRI? I am thinking of an organism-based package (like YEAST) rather than a chip-specific package. Does the new pipeline create annotation packages which work with GOstats and GSEA? - Paul On Nov 6, 2007, at 4:41 PM, Marc Carlson wrote: > Well I plan to do this. But it's just not going to happen > overnight. I > am booked right now with a homology implementation and I also have to > finish getting part of the promised pipeline in place for our other > annotation package collaborators so that they can update their > packages > to the newer format for the upcoming release. This means that I > may not > get to start this for a couple of months, but it has been added to my > todo list. > > For now, I recommend that you try to use the AnnBuilder package. > We are > planning to retire this package along with the style of annotation > package that it spawns so this is definitely NOT a good long term > solution and is to be used for the short term ONLY. But I think > that it > will probably get you the quick fix that you need. > > http://bioconductor.org/packages/2.1/bioc/html/AnnBuilder.html > > > Marc
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Paul Shannon wrote: > Hi Marc, > > It sounds like you have your hands full! > > Would it be crazy if we were to undertake this ourselves, at the SBRI? > I am thinking of an organism-based package (like YEAST) rather than > a chip-specific package. > > Does the new pipeline create annotation packages which work with > GOstats and GSEA? > > - Paul > > > On Nov 6, 2007, at 4:41 PM, Marc Carlson wrote: > >> Well I plan to do this. But it's just not going to happen overnight. I >> am booked right now with a homology implementation and I also have to >> finish getting part of the promised pipeline in place for our other >> annotation package collaborators so that they can update their packages >> to the newer format for the upcoming release. This means that I may not >> get to start this for a couple of months, but it has been added to my >> todo list. >> >> For now, I recommend that you try to use the AnnBuilder package. We are >> planning to retire this package along with the style of annotation >> package that it spawns so this is definitely NOT a good long term >> solution and is to be used for the short term ONLY. But I think that it >> will probably get you the quick fix that you need. >> >> http://bioconductor.org/packages/2.1/bioc/html/AnnBuilder.html >> >> >> Marc Yes I am a very busy guy. I would love to collaborate with you on this. But I don't think that making a new package from scratch would be a very efficient use of your time. That is, there are good reasons why its going to take me a little while to get it to you. There are a lot of things to do. I agree that an organism based package is what is called for here and that is what I was planning to work on. As for your immediate needs, all you should need for GO stats or GSEA is an environment which you could make for yourself from the appropriate information. I can give you those parts in an unformated form if you want them. To format them into a proper environment you should only need to wrap them up in one. #Lets suppose that we rip off some of the info from the YEAST package to see how this would work: library(YEAST) res=mget(ls(YEASTGO), YEASTGO) #Then we could quickly make a couple quick fakey environments: MYGO=new.env(parent=emptyenv()) for (nm in names(res)) MYGO[[nm]] <- res[[nm]] MYENTREZID <- new.env() for (nm in ls(MYGO)) MYENTREZID[[nm]] <- paste("fauxId", nm) #Then we could package them up into a local environments: MYpkg <- new.env(parent=emptyenv()) MYpkg[["MYGO"]] <- MYGO MYpkg[["MYENTREZID"]] <- MYENTREZID #And attach them attach(MYpkg, 2, "package:MY") #At this point we should be able to do with these environments whatever we need to. I have the relevant information here from NCBI for falciparum to make both of these environments (for real). If you send me a personal email, I can arrange to get it to you... Marc
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Dave Berger ▴ 30
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Hi Paul we have developed a freely available tool and database for Plasmodium falciparum which amongst a range of other analyses, allows a user to search for over-represented GO terms in a cluster of co-expressed genes and provides a statistical test. perhaps it may be useful www.bi.up.ac.za/MADIBA/ Philip Law - plaw at tuks.co.za - can be contacted for any queries best wishes Dave Berger Quoting Paul Shannon <pshannon at="" systemsbiology.org="">: > I'm familiar with the YEAST data package, and the many chip-specific > annotation packages -- > all of which work very nicely with GOstats. > > GO offers annotation for p.falciparum, the malaria parasite. What > would it take to > put that into an R data package which will work with GOstats? > > Thanks! > > - Paul > > _______________________________________________ > Bioconductor mailing list > Bioconductor at stat.math.ethz.ch > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: > http://news.gmane.org/gmane.science.biology.informatics.conductor > -- ~~ Dave Berger, PhD Professor, Plant Science Room 6-26,Agricultural Sciences Building Lunnon Rd University of Pretoria Pretoria 0002 South Africa Phone: +27-12-420 4634 / 4239 Fax: +27-12-420 3947 http://www.fabinet.up.ac.za/mppi/index This message and attachments are subject to a disclaimer. Please refer to www.it.up.ac.za/documentation/governance/disclaimer/ for full details. / Hierdie boodskap en aanhangsels is aan 'n vrywaringsklousule onderhewig. Volledige besonderhede is by www.it.up.ac.za/documentation/governance/disclaimer/ beskikbaar.
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Dave Berger wrote: > Hi Paul > > we have developed a freely available tool and database for Plasmodium > falciparum which amongst a range of other analyses, allows a user to > search for over-represented GO terms in a cluster of co-expressed > genes and provides a statistical test. > perhaps it may be useful > www.bi.up.ac.za/MADIBA/ > > Philip Law - plaw at tuks.co.za - can be contacted for any queries > > best wishes > Dave Berger > > > Quoting Paul Shannon <pshannon at="" systemsbiology.org="">: > > >> I'm familiar with the YEAST data package, and the many chip- specific >> annotation packages -- >> all of which work very nicely with GOstats. >> >> GO offers annotation for p.falciparum, the malaria parasite. What >> would it take to >> put that into an R data package which will work with GOstats? >> >> Thanks! >> >> - Paul >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at stat.math.ethz.ch >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor >> >> I am pleased to see there is a lot of interest in p. falciparum because it is without a doubt a nasty critter that has got to be dealt with. Because there is enough interest that it should be possible to make something worthwhile, I would like to add this to our pipeline as soon as possible. But because of the recent massive overhaul to the way we do annotations, this change can not be immediate. Since some of you are obviously already doing A LOT to improve these annotations, I will of course really appreciate any additional advice you could give me about where to find the best possible information for this critter. But even better would be if you could get your updated information into repositories like NCBI since the world of critters I have to support is already large (and growing). In the interim it might be most efficient to use some of these services that have been suggested. In the longer term, it sounds like it makes sense to provide solid annotation support for this and so I will get to work on this asap. Paul: If you need information like "gene to go term" mappings, I can show you how to get that. But it seems that the standard sources from the NCBI might not be as up to date as what they have at the Sanger so you might want to look there 1st to see if you can get something more current. When this project gets closer to completion, I will appreciate it if someone was willing to be a guinea pig. I would also be interested in hearing from you guys about what sorts of information you would find to be the most immediately useful in an annotation package for p. falciparum. Marc
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