1. Quiet Times

              | No Comments

              This have been quite here becae I have been focing my energy on work and family. To simplify things, I’m going to foc nearly all of my blogging on the Panda’s Thumb for the time being.

              I’ve had the good fortune of having some papers published recently. The first one is a methodology paper concerning a way of extracting phylogenetic information from regions of multiple sequence alignments that are full of indels and difficult to align:

              PICS-Ord: unlimited coding of ambiguo regions by pairwise identity and cost scores ordination. (link)

              Robert Lücking, Brendan P Hodkinson, Alexandros Stamatakis and Reed A Cartwright

              BMC Bioinformatics 2011, 12:10 doi:10.1186/1471-2105-12-10

              My co-author, Brendan Hodkinson, has already covered it on his blog.

              In molecular biology, an alignment is a partial reconstruction of the evolutionary history of a group of sequences. In an alignment, all residues found in the same column are considered to be descended from a single residue in the ancestral sequence. (Of course, insertions violate this description, but I won’t get into that.) Alignments are not direct observations. They are actually inferences based on the patterns of sequences found in the dataset. Often times there are particular areas in which the alignment is difficult to resolve. Take this example:

              A typical problem in multiple sequence alignments where a section is full of gaps and contains a complicated phylogenetic signal. Dark red: high certainty that alignment is accurate; Dark blue: low certainty that alignment is accurate..

              It was constructed via the GUIDANCE webserver. (A great resource that everyone should e.) In this example, we have a region defined by a lot of sequence variation created by many insertions and deletions. The alignment is not well defined here, and in most applications it will jt be removed, and the data “thrown away”.

              But is this the only solution? In our paper we develop a methodology, dubbed PICS-Ord (download), that provides an easy solution for extracting phylogenetic information from problematic regions chosen by its er. PICS-Ord works through a three-step process:

              1. Realign the segments in pairs ing Ngila, and calculate the likelihood of the alignment from an evolutionary model. This produces a distance matrix of the segments.
              2. Ordinate the distance matrix ing principal coordinate analysis (PCoA). This assigns each segment to a point in n-1-dimensional space.
              3. Quantize each dimension into a set of characters

              This might seem a bit odd at first. “Why not jt e the distance matrix directly?” That would be great if we could, but there aren’t any phylogenetic programs that we know off that allow the mixing of distance matrices and sequence data. With our method, we get discrete, ordered characters that can be ed in popular programs like, RAxML.

              There are three example files in the PICS-Ord distribution, and I’ll illtrate its age with example1.fas. The alignment of these sequence fragments is messy:

               100 114
              sequence_001 ----------------------------------------------------------------------------tatactatcta---------------------------
              sequence_002 -------------------------------------------------------------------aattgtatttatactatata---------------------------
              sequence_003 -------------------------------------------------------------------tttaagatttattctatatt---------------------------
              sequence_004 tttaggattaattttata--------------------------------------------------------taatactaatata---------------------------
              sequence_005 -------------gatgg--------------------------------------------------------ttttacctatata---------------------------
              sequence_006 ---------------------------------------------------------------------------tatcattatgca---------------------------
              sequence_007 ---------------------------------------------------------------------------tatcattatgca---------------------------
              sequence_008 -------------------------------------------------------------------------atatgtttaagata---------------------------
              sequence_009 -------------------------------------------------------------------------atatgtttaagata---------------------------
              sequence_010 -------------------------------------------------------------------------atatgtttaagata---------------------------
              sequence_011 -------------gtac----------------------------------------------------------aattataatata---------------------------
              sequence_012 -------------gtac----------------------------------------------------------aattataatata---------------------------
              sequence_013 -------------gtac----------------------------------------------------------taatttaatata---------------------------
              sequence_014 -------------ctac-----------------------------------------------------------aatataatata---------------------------
              sequence_015 -------------ctac-----------------------------------------------------------aatataatata---------------------------
              sequence_016 -------------ctac-----------------------------------------------------------attaaaatata---------------------------
              sequence_017 -------------ctac-----------------------------------------------------------attaaaatata---------------------------
              sequence_018 -------------gtat-----------------------------------------------------------aatttaatcta---------------------------
              sequence_019 -------------gtat-----------------------------------------------------------attttaatcta---------------------------
              sequence_020 -------------------------------------------------------------------------------ataagata---------------------------
              sequence_021 -------------------------------------------------------------------------------ataagata---------------------------
              sequence_022 --------------------------------------------------------------------------attataattaata---------------------------
              sequence_023 --------------------------------------------------------------------------attataattaata---------------------------
              sequence_024 -------------------------------------------------------------------------------ataagata---------------------------
              sequence_025 -------------------------------------------------------------------------------ataagata---------------------------
              sequence_026 ----------------------------------------------------------------------------aaaaaaaaata---------------------------
              sequence_027 -----------------------------------------------------------------------------aaaaaaaata---------------------------
              sequence_028 -------------------------------------------------------------------------------acaaaata---------------------------
              sequence_029 -------------------------------------------------------------------------------acaagata---------------------------
              sequence_030 --------------------------------------------------------------------------------acaaata---------------------------
              sequence_031 -------------------------------------------------------------------------------acaaaata---------------------------
              sequence_032 -------------gaat-----------------------------------------------------------aatattaaata---------------------------
              sequence_033 -------------gaat-----------------------------------------------------------aatattaaata---------------------------
              sequence_034 -------------gaaa-----------------------------------------------------------aatattaaata---------------------------
              sequence_035 -------------gtat-----------------------------------------------------------tctttaatata---------------------------
              sequence_036 -------------gtat-----------------------------------------------------------tatttaatcta---------------------------
              sequence_037 -------------gtat-----------------------------------------------------------tatttaatata---------------------------
              sequence_038 -------------gtat-----------------------------------------------------------tatttaatcta---------------------------
              sequence_039 -----------------------------------------------------------------------------gttttatata---------------------------
              sequence_040 -----------------------------------------------------------------------------gtttaatata---------------------------
              sequence_041 -------------------------------------------------------------------------atcagtttaatacg------------------ctgagtgat
              sequence_042 -------------------------------------------------------------------------accagtttaattta------------------ctgggtgat
              sequence_043 ----------------------------------------------------------------------------------------------ctcagtttctgctgagtggt
              sequence_044 ----------------------------------------------------------------------------agtttaatatg------------------ctgattgat
              sequence_045 --------------------------------------------------------------------------------atatgta---------------------------
              sequence_046 --------------------------------------------------------------------------------atatgta---------------------------
              sequence_047 --------------------------------------------------------------------------------ataagta---------------------------
              sequence_048 --------------------------------------------------------------------------------ataagta---------------------------
              sequence_049 --------------------------------------------------------------------------------ataagta---------------------------
              sequence_050 --------------------------------------------------------------------------------atatgta---------------------------
              sequence_051 -----------------------------------------------------------------------------gttttctaat---------------------------
              sequence_052 -----------------------------------------------------------------------------gtttactaaa---------------------------
              sequence_053 -----------------------------------------------------------------------------gtttactaat---------------------------
              sequence_054 -----------------------------------------------------------------------------gtttactaat---------------------------
              sequence_055 -------------------------------------------------------------------------------gcta-aaa---------------------------
              sequence_056 -------------------------------------------------------------------------------gcta-aaa---------------------------
              sequence_057 -------------------------------------------------------------------------------gcta-aaa---------------------------
              sequence_058 -----------------------------------------------------------------------------gtttactgaa---------------------------
              sequence_059 -----------------------------------------------------------------------------gtttactgaa---------------------------
              sequence_060 -----------------------------------------------------------------------------gtttactgaa---------------------------
              sequence_061 -----------------------------------------------------------------------------gttagctgaa---------------------------
              sequence_062 -----------------------------------------------------------------------------gttagctgaa---------------------------
              sequence_063 -----------------------------------------------------------------------------gttagctgaa---------------------------
              sequence_064 -------------------------------------------------------------------------------gttt-aaa---------------------------
              sequence_065 -------------------------------------------------------------------------------gttt-aaa---------------------------
              sequence_066 -------------------------------------------------------------------------------gttt-aaa---------------------------
              sequence_067 -------------------------------------------------------------------------------gcta-aaa---------------------------
              sequence_068 -------------------------------------------------------------------------------gcta-aaa---------------------------
              sequence_069 -----------------------------------------------------------------------------atttacttaa---------------------------
              sequence_070 -----------------------------------------------------------------------------atttacttaa---------------------------
              sequence_071 -----------------------------------------------------------------------------atttacttaa---------------------------
              sequence_072 ---------------------------------------------------------------------------------gttaaa---------------------------
              sequence_073 ---------------------------------------------------------------------------------gttaaa---------------------------
              sequence_074 aattttattaattactttagtaattaataaggttattttaagtaacagcaaaatattagttaaaagcgttgct-tgcaattagtaaagt--------------agca-ttatta
              sequence_075 aattatattaattactttagtaattaaatttgttatttttagtaacagcaaaatattagttacaagcgttgct-tgtaattagtaaagt--------------agca-ttatta
              sequence_076 ---------------------------------------------------------------------------------ttttta---------------------------
              sequence_077 ---------------------------------------------------------------------------------ttttta---------------------------
              sequence_078 ---------------------------------------------------------------------------------ttttta---------------------------
              sequence_079 ---------------------------------------------------------------------------------ttttta---------------------------
              sequence_080 -------------gaag-----------------------------------------------------------attaataacta---------------------------
              sequence_081 -----------------------------------------------------------------------------atttatatta---------------------------
              sequence_082 -----------------------------------------------------------------------------atttatatta---------------------------
              sequence_083 actcctact------ttaaacatttagtagtgtcgaacctactgatagcatctggttttctattgg--------tacttataacataaccactaaatatttagagtattaatta
              sequence_084 actcctact------ttaaacatttagtagtgtcgaacctactgatagcatctggttttctattgg--------tacttataacataaccactaaatatttagagtattaatta
              sequence_085 -------------gaaa----------------------------------------------------------taacagtaacta---------------------------
              sequence_086 -------------aaag-----------------------------------------------------------attagtaacta---------------------------
              sequence_087 aattttaca------tttagtttttaatctttatgtttaaaa----acatgtatgctatttatatg--------tatatataatatagt--------------agaacttacaa
              sequence_088 aattttact-------------------ttgggt-tttaaaa----actagtatgctatgtttatatattaatttatatatcatatagt--------------agaacttacaa
              sequence_089 aattttact------ctt--tttttaagttttat-atttaaa----atctgtatgctatgtttatatattaatttatatataatatagt--------------agaacttacaa
              sequence_090 aattttact------ctt--tttttaagttttat-atttaaa----atctgtatgctatgtttatatattaatttatatataatatagt--------------agaacttacaa
              sequence_091 -------------gtac-----------------------------------------------------------ataataatata---------------------------
              sequence_092 -------------gtaca--------------------------------------------------------taataataatata---------------------------
              sequence_093 -------------gtaca--------------------------------------------------------taataataatata---------------------------
              sequence_094 -------------gtac-----------------------------------------------------------ataataatata---------------------------
              sequence_095 ---------------------------------------------------------------ttttttataccaataaataatata---------------------------
              sequence_096 ---------------------------------------------------------------ttttttataccaataaataatata---------------------------
              sequence_097 ---------------------------------------------------------------ctatttata-taataaataatata---------------------------
              sequence_098 -------------ctat-----------------------------------------------------------ataaaaatata---------------------------
              sequence_099 -------------ctat-----------------------------------------------------------ataaaaatata---------------------------
              sequence_100 -------------ctat-----------------------------------------------------------ataaaaatata---------------------------
              

              But instead of throwing it away, you can process it with PICS-Ord and get a clean set of ordered characters that contain approximately the same phylogenetic information as the sequences above.

                  100    20
              sequence_001 53221002101000000010
              sequence_002 44121113101010000000
              sequence_003 53211103102011000100
              sequence_004 53321103111000010100
              sequence_005 53211003101000001000
              sequence_006 53221002001000000000
              sequence_007 53221002001000000000
              sequence_008 43220112011000000000
              sequence_009 43220112011000000000
              sequence_010 43220112011000000000
              sequence_011 53221012011000000000
              sequence_012 53221012011000000000
              sequence_013 53221012011000100000
              sequence_014 53321012001010100000
              sequence_015 53321012001010100000
              sequence_016 53221013001000000000
              sequence_017 53221013001000000000
              sequence_018 53221012001000100000
              sequence_019 53221012001000001000
              sequence_020 53220102011000000000
              sequence_021 53220102011000000000
              sequence_022 53121012011010000000
              sequence_023 53121012011010000000
              sequence_024 53220102011000000000
              sequence_025 53220102011000000000
              sequence_026 53220002001000000000
              sequence_027 53220002001000000000
              sequence_028 53120102011000000000
              sequence_029 53220102011000000000
              sequence_030 53120002011000000000
              sequence_031 53120102011000000000
              sequence_032 53220002111100000000
              sequence_033 53220002111100000000
              sequence_034 53220002111000000000
              sequence_035 53221012011000001000
              sequence_036 53221012001000000000
              sequence_037 53221012011000000000
              sequence_038 53221012001000000000
              sequence_039 53221102111000000000
              sequence_040 53211002011000000000
              sequence_041 53300112011000000000
              sequence_042 53200112011010001010
              sequence_043 53300103001100001001
              sequence_044 53200112001110000000
              sequence_045 53120112001000000000
              sequence_046 53120112001000000000
              sequence_047 53120102001000000000
              sequence_048 53120102001000000000
              sequence_049 53120102001000000000
              sequence_050 53120112001000000000
              sequence_051 53211002011000000000
              sequence_052 53111002011000000000
              sequence_053 53211002011000000000
              sequence_054 53211002011000000000
              sequence_055 53110002001010000000
              sequence_056 53110002001010000000
              sequence_057 53110002001010000000
              sequence_058 43111002011000000000
              sequence_059 43111002011000000000
              sequence_060 43111002011000000000
              sequence_061 53201002011000000000
              sequence_062 53201002011000000000
              sequence_063 53201002011000000000
              sequence_064 43111002011000000000
              sequence_065 43111002011000000000
              sequence_066 43111002011000000000
              sequence_067 53110002001010000000
              sequence_068 53110002001010000000
              sequence_069 43111002011000000000
              sequence_070 43111002011000000000
              sequence_071 43111002011000000000
              sequence_072 53111002001000000000
              sequence_073 53111002001000000000
              sequence_074 59021102011001100000
              sequence_075 59020012001110001000
              sequence_076 53121102001100000000
              sequence_077 53121102001100000000
              sequence_078 53121102001100000000
              sequence_079 53121102001100000000
              sequence_080 53220002001100000000
              sequence_081 53121102001000000000
              sequence_082 53121102001000000000
              sequence_083 90021002001000000000
              sequence_084 90021002001000000000
              sequence_085 53220002000100000000
              sequence_086 53120002000101000000
              sequence_087 02121100001000000000
              sequence_088 02020003000010100000
              sequence_089 02021013011100000000
              sequence_090 02021013011100000000
              sequence_091 53321002001000000000
              sequence_092 53321002011000000000
              sequence_093 53321002011000000000
              sequence_094 53321002001000000000
              sequence_095 53321202010100001000
              sequence_096 53321202010100001000
              sequence_097 43321102011000001000
              sequence_098 53321003001000000000
              sequence_099 53321003001000000000
              sequence_100 53321003001000000000
              

              I haven’t been keeping up with my Calix Cari polls this year for collage football. But now that the regular season has ended, I have found time to produce one. The events of this season have been rather unpredictable. Of course by the end of the season there were few surprises. Auburn appeared out of nowhere to become #1 on the strength of a once-in-a-decade player who fit perfectly into their offensive system. (Yay, for the booster who had cash to spare in this economy. We will see if their season stands the test of time.) But in my calculation Auburn is only #3, behind Oregon and ¡Stanford! (I still think Harbaugh would make a smooth transition into the coach’s chair at UGA but wouldn’t be there long. It’s good that Richt was retained.)

              It appears my algorithm likes the Pac-10 over the SEC, and Auburn lost ground becae of its tight victories, early in the season.

              RankTeamRecordQuality
              1Oregon12-07.3937
              2Stanford11-17.2491
              3Auburn13-07.1707
              4Oklahoma11-27.0580
              5TCU12-06.9927
              6Boise St11-16.8977
              7Missouri10-26.7980
              8Ohio State11-16.5913
              9Texas A&M9-36.5043
              10Oklahoma St10-26.4876

              Ngila 1.3 Released

              It has been a long time coming, but I have finally released Ngila 1.3. This version fixes a few bugs and includes many new features.

              • e CMake for compilation and installation
              • New scaling option enabled by default (identical sequences default to cost of 0)
              • Protein evolutionary models: aazeta and aageo
              • Fasta and Phylip format output support
              • Cltal and Phylip format input support
              • Report sequence identity measure
              • Matrix output formats for distance measures
              • Look for “ngilarc” file in the home directory.
              • New separator option
              • New const-align option
              • Replace arg-file option with ngilarc option.
              • e ctom zeta function if GSL not found.
              • Optimize size of travel table.
              • Ordering of –pairs-all fixed
              • bug fix for output of large alignments >10kb
              • minor bug fix for geo model

              The Working Life

              | 1 Comment

              I apologize for things being slow on this blog. I’ve been knee deep in programming, mancripts, grant proposals, and teaching. I’m hoping to have results to share in the near future. In the mean time, you can follow some of my activities on the Panda’s Thumb.

              I will say that the development version of Dawg now supports codon models, and Ngila has some new features as well.

              Odd Hack

              | 1 Comment

              This machine got partially hacked over the weekend. From what I can tell, Ziproxy was compromised and ed to submit spam email through my system. Becae my mail sever accepts local email, it was going out. It looks like only yahoo emails were being hit. Of course, the spam was coming from China.

              Since I turned off Ziproxy, I haven’t seen any odd email originating from my machine.

              Dawg 2

              | 3 Comments

              Dawg created its first protein sequences today. Woot!

              Bama Wins 2009 Calix Cari

              | 1 Comment

              The announcement is a bit late, but after beating Texas, Bama has won the 2009 Calix Cari.

              RankTeamRecordQuality
              1Alabama14-07.8239
              2Florida13-17.4268
              3Texas13-17.1820
              4TCU12-16.8893
              5Oregon10-36.7193
              6Virginia Tech10-36.7187
              7Ohio State11-26.7114
              8Boise St14-06.6326
              9Cincinnati12-16.5913
              10Iowa11-26.4511
              11Georgia Tech11-36.4444
              12Penn State11-26.3350
              13Brigham Young11-26.1872
              14LSU9-46.1531
              15Pittsburgh10-36.0738
              16Southern Cal9-46.0535
              17Miami FL9-46.0213
              18Nebraska10-46.0208
              19Oklahoma8-55.8503
              20Wisconsin10-35.8343
              21Arkansas8-55.7899
              22Utah10-35.7644
              23Clemson9-55.7595
              24Mississippi9-45.7330
              25Arizona8-55.6809
              26Stanford8-55.6637
              27West Virginia9-45.6543
              28Georgia8-55.6270
              29Texas Tech9-45.6112
              30Oregon St8-55.6002

              See below for the complete results of 2009.

              Network Issues

              We’ve been having network issues for the last week. (The network setup in general is not reliable.) Nothing is wrong with what I have control over, but I’m kind of stuck with the connection that I’ve been given.

              My apologies to everyone this affects.

              Calix Cari 2009 Week 14

              With the conference championship games complete my Calix Cari rankings once again agree with the pollsters: its Texas vers Alabama for the title.

              Surprisingly, despite Tebow crying after visiting the wood-shed in Atlanta Florida still ranks #3, ahead of undefeated teams TCU, Cincinnati, and Boise State. Two loss Oregon comes in at #4, based on its strong showings against Cal, C, Arizona, and Oregon State. Boise State produced the second best victory of the year (against Oregon) but couldn’t overcome a week conference schedule to rise higher than #9.

              The Pac-10 placed 6 teams in the top 25, followed by Big 12 at 4, SEC, Big East, ACC, and Big 10 at 3, MWC at 2, and WAC at 1. Clearly the Pac-10’s 8-4 logjam was seen more highly than the SEC’s 7-5 logjam.

              RankTeamRecordQuality
              1Alabama13-07.6798
              2Texas13-07.3390
              3Florida12-17.2858
              4Oregon10-27.0857
              5TCU12-06.9550
              6Cincinnati12-06.7700
              7Virginia Tech9-36.6491
              8Georgia Tech11-26.6343
              9Boise St13-06.5395
              10Ohio State10-26.4794
              11LSU9-36.2673
              12Iowa10-26.2457
              13Miami FL9-36.2368
              14Penn State10-26.1839
              15Southern Cal8-46.1387
              16Arizona8-46.1116
              17Stanford8-46.0294
              18Oregon St8-45.9837
              19Pittsburgh9-35.9276
              20Brigham Young10-25.8856
              21West Virginia9-35.8317
              22Oklahoma St9-35.8001
              23Nebraska9-45.7685
              24California8-45.7510
              25Oklahoma7-55.7005

              Snow

              It’s snowing right now in Hoton. I’m not sure if it will stick.

              Calix Cari 2009 Week 11

              It’s be a few weeks since I’ve calculated my rankings for collage football, but with Uga VII passing away, I figure I’d post something in honor of him.

              RankTeamRecordQuality
              1Alabama10-07.5935
              2Florida10-07.4398
              3Texas10-07.3265
              4TCU10-07.2566
              5Oregon8-26.9875
              6Georgia Tech10-16.9202
              7Cincinnati10-06.7603
              8Ohio State9-26.6532
              9Virginia Tech7-36.6306
              10Boise St10-06.6197

              RIP Uga VII

              Today sucks. Uga VII has died.

              Calix Cari 2009 Week 8

              This is my first poll of the season, and Alabama is ranked #1, followed by Iowa and Florida. What’s interesting is that a quick look through the results reveals that Boise State’s victory of Oregon is considered the best win of any team of the year.

              RankTeamRecordQuality
              1Alabama8-07.8141
              2Iowa8-07.7549
              3Florida7-07.6983
              4Oregon6-17.5908
              5Southern Cal6-17.5221
              6Texas7-07.4951
              7TCU7-07.3465
              8Virginia Tech5-27.2887
              9Georgia Tech7-17.1787
              10Boise St7-07.0502

              Happy Happy Joy Joy

              I need to head home early today to clean up my otaku pad.

              I have a girl coming over for a sleep over.

              I Have a Minon

              | 4 Comments

              We’ve hired a master’s student to be my minion in the lab. Bwahaha…

              Downtime

              We’re having network issues which explains why this machine has been off the net since yesterday. It’s working now. Hopefully it will stay that way.

              Alive in Hoton

              Well I’ve moved to Hoton and my server is back online.

              Moving

              I’m moving to Hoton this weekend. Expect this website and other I administer to have limited functionality for about a week.

              When things jt work.

              | 7 Comments

              I’m moving to Hoton next month, and I’m working furioly to finish up about 4 papers before I leave. Yesterday was a good day becae two things worked absolutely perfectly.

              I’m calculating the likelihoods of some of our observations and I wrote a specific routine to do it for a first-order model. I then wrote a generic routine to calculated likelihoods for higher-order models. When I ed the generic routine to calculate the likelihood for a first-order model, I got the same result as my specialized routine. Yatah!

              From previo analysis ing partial autocorrelations, we determined that a third-order model should explain our data the best. When I compared our models to see which one was most parsimonio (ing AIC), the third-order model again came out on top. Yatah2!

              Find recent content on the main index or look in the archives to find all content.

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