Last data update: 2014.03.03

 R: Class "scan.gwaa.2D"
scan.gwaa.2D-classR Documentation

Class "scan.gwaa.2D"

Description

This class contains results of 2D analysis. This is an list object, generated by scan.glm.2D or scan.haplo.2D.

Names

snpnames

list of names of SNPs tested

P1df

corresponding list of P-values of allelic test for association bestween SNP and trait.

Pint1df

corresponding list of P-values of signifcance of the interactions between SNPs, for the allelic model

P2df

corresponding list of P-values of genotypic test for association bestween SNP and trait For link{scan.haplo} and link{scan.haplo.2D} this is equal to P1df and has nothing to do with the actual degrees fo freedom of the test

Pint1df

corresponding list of P-values of signifcance of the interactions between SNPs for the genotypic test

medChi1df

Median Chi-square for allelic test

medChi2df

Median Chi-square on genotypic test

map

list of map positions of the SNPs

chromosome

list of chromosomes the SNPs belong to

formula

which formula/function call was used to comput P-values

family

family of the link function / nature if the test

idnames

list of people used in analysis

Methods

plot

signature(object = "scan.gwaa.2D"): Plots summary of 2D scan, using lsit element P1df

Author(s)

Yurii Aulchenko

See Also

scan.gwaa.2D-class, scan.glm.2D, scan.haplo.2D, plot.scan.gwaa.2D

Examples

require(GenABEL.data)
data(srdta)
sc <- scan.glm.2D("qt3~CRSNP",data=srdta,snps=c(1:10))
class(sc)
sc$P1df
sc$P2df
sc
plot(sc)

Results


R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(GenABEL)
Loading required package: MASS
Loading required package: GenABEL.data
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/GenABEL/scan.gwaa.2D-class.Rd_%03d_medium.png", width=480, height=480)
> ### Name: scan.gwaa.2D-class
> ### Title: Class "scan.gwaa.2D"
> ### Aliases: scan.gwaa.2D-class 'plot, scan.gwaa.2D-method'
> ### Keywords: classes
> 
> ### ** Examples
> 
> require(GenABEL.data)
> data(srdta)
> sc <- scan.glm.2D("qt3~CRSNP",data=srdta,snps=c(1:10))
> class(sc)
[1] "scan.gwaa.2D"
> sc$P1df
      rs10      rs18       rs29      rs65      rs73     rs114     rs128
rs10    NA 0.2620582 0.06705881 0.3138258 0.5365018 0.6274577 0.9094111
rs18    NA        NA 0.22586461 0.9559814 0.4444441 0.6833827 0.9657061
rs29    NA        NA         NA 0.2627977 0.3737275 0.5729109 0.8118925
rs65    NA        NA         NA        NA 0.2966320 0.5254961 0.2751375
rs73    NA        NA         NA        NA        NA 0.4433638 0.4375366
rs114   NA        NA         NA        NA        NA        NA 0.7677631
rs128   NA        NA         NA        NA        NA        NA        NA
rs130   NA        NA         NA        NA        NA        NA        NA
rs143   NA        NA         NA        NA        NA        NA        NA
rs150   NA        NA         NA        NA        NA        NA        NA
          rs130     rs143     rs150
rs10  0.9180714 0.9711970 0.8688737
rs18  0.9465668 0.7788314 0.8881696
rs29  0.6684677 0.7657941 0.6210433
rs65  0.9337889 0.8133393 0.3001502
rs73  0.4857501 0.2819050 0.1127534
rs114 0.8771594 0.5936203 0.8688658
rs128 0.8578222 0.9991619 0.7464416
rs130        NA 0.9855319 0.9879465
rs143        NA        NA 0.9898654
rs150        NA        NA        NA
> sc$P2df
      [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
 [1,]   NA 0.2856576 0.1103467 0.3513644 0.4201117 0.7789827 0.2670062
 [2,]   NA        NA 0.3326703 0.9449228 0.6623168 0.9223686 0.8414240
 [3,]   NA        NA        NA 0.3732900 0.2651885 0.5625124 0.2291556
 [4,]   NA        NA        NA        NA 0.4365391 0.5416240 0.3101624
 [5,]   NA        NA        NA        NA        NA 0.4480202 0.3319509
 [6,]   NA        NA        NA        NA        NA        NA 0.5510266
 [7,]   NA        NA        NA        NA        NA        NA        NA
 [8,]   NA        NA        NA        NA        NA        NA        NA
 [9,]   NA        NA        NA        NA        NA        NA        NA
[10,]   NA        NA        NA        NA        NA        NA        NA
           [,8]      [,9]     [,10]
 [1,] 0.3299237 0.8311312 0.6389563
 [2,] 0.9430010 0.8199211 0.9876317
 [3,] 0.3018870 0.7510896 0.5659375
 [4,] 0.8427831 0.8564279 0.6590589
 [5,] 0.6007262 0.7572413 0.5146398
 [6,] 0.8147857 0.8590957 0.9014005
 [7,] 0.6933741 0.6810497 0.8869093
 [8,]        NA 0.9625097 0.8285858
 [9,]        NA        NA 0.9356121
[10,]        NA        NA        NA
> sc
$P1df
      rs10      rs18       rs29      rs65      rs73     rs114     rs128
rs10    NA 0.2620582 0.06705881 0.3138258 0.5365018 0.6274577 0.9094111
rs18    NA        NA 0.22586461 0.9559814 0.4444441 0.6833827 0.9657061
rs29    NA        NA         NA 0.2627977 0.3737275 0.5729109 0.8118925
rs65    NA        NA         NA        NA 0.2966320 0.5254961 0.2751375
rs73    NA        NA         NA        NA        NA 0.4433638 0.4375366
rs114   NA        NA         NA        NA        NA        NA 0.7677631
rs128   NA        NA         NA        NA        NA        NA        NA
rs130   NA        NA         NA        NA        NA        NA        NA
rs143   NA        NA         NA        NA        NA        NA        NA
rs150   NA        NA         NA        NA        NA        NA        NA
          rs130     rs143     rs150
rs10  0.9180714 0.9711970 0.8688737
rs18  0.9465668 0.7788314 0.8881696
rs29  0.6684677 0.7657941 0.6210433
rs65  0.9337889 0.8133393 0.3001502
rs73  0.4857501 0.2819050 0.1127534
rs114 0.8771594 0.5936203 0.8688658
rs128 0.8578222 0.9991619 0.7464416
rs130        NA 0.9855319 0.9879465
rs143        NA        NA 0.9898654
rs150        NA        NA        NA

$Pint1df
      [,1]       [,2]       [,3]      [,4]      [,5]      [,6]       [,7]
 [1,]   NA 0.04621325 0.01354674 0.1016633 0.2592969 0.2436046 0.61336557
 [2,]   NA         NA 0.04808629 0.8650413 0.6312768 0.2410350 0.72215510
 [3,]   NA         NA         NA 0.0829341 0.3984931 0.3105978 0.64282344
 [4,]   NA         NA         NA        NA 0.4658741 0.2304078 0.08812196
 [5,]   NA         NA         NA        NA        NA 0.8102540 0.56281207
 [6,]   NA         NA         NA        NA        NA        NA 0.66716487
 [7,]   NA         NA         NA        NA        NA        NA         NA
 [8,]   NA         NA         NA        NA        NA        NA         NA
 [9,]   NA         NA         NA        NA        NA        NA         NA
[10,]   NA         NA         NA        NA        NA        NA         NA
           [,8]      [,9]      [,10]
 [1,] 0.8382719 0.8735916 0.43713404
 [2,] 0.7002060 0.2977983 0.59351301
 [3,] 0.8413788 0.4113604 0.25161794
 [4,] 0.7384099 0.7341998 0.08632508
 [5,] 0.7506390 0.2782852 0.06235505
 [6,] 0.7882657 0.2188079 0.50780967
 [7,] 0.8234075 0.9061938 0.27245486
 [8,]        NA 0.7118894 0.90150193
 [9,]        NA        NA 0.98745769
[10,]        NA        NA         NA

$P2df
      [,1]      [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
 [1,]   NA 0.2856576 0.1103467 0.3513644 0.4201117 0.7789827 0.2670062
 [2,]   NA        NA 0.3326703 0.9449228 0.6623168 0.9223686 0.8414240
 [3,]   NA        NA        NA 0.3732900 0.2651885 0.5625124 0.2291556
 [4,]   NA        NA        NA        NA 0.4365391 0.5416240 0.3101624
 [5,]   NA        NA        NA        NA        NA 0.4480202 0.3319509
 [6,]   NA        NA        NA        NA        NA        NA 0.5510266
 [7,]   NA        NA        NA        NA        NA        NA        NA
 [8,]   NA        NA        NA        NA        NA        NA        NA
 [9,]   NA        NA        NA        NA        NA        NA        NA
[10,]   NA        NA        NA        NA        NA        NA        NA
           [,8]      [,9]     [,10]
 [1,] 0.3299237 0.8311312 0.6389563
 [2,] 0.9430010 0.8199211 0.9876317
 [3,] 0.3018870 0.7510896 0.5659375
 [4,] 0.8427831 0.8564279 0.6590589
 [5,] 0.6007262 0.7572413 0.5146398
 [6,] 0.8147857 0.8590957 0.9014005
 [7,] 0.6933741 0.6810497 0.8869093
 [8,]        NA 0.9625097 0.8285858
 [9,]        NA        NA 0.9356121
[10,]        NA        NA        NA

$Pint2df
      [,1]       [,2]      [,3]      [,4]      [,5]      [,6]      [,7]
 [1,]   NA 0.09513682 1.0000000 0.5015581 0.5813846 0.9962414 0.2491359
 [2,]   NA         NA 0.2655275 0.7450060 0.5593276 0.6570340 0.6266898
 [3,]   NA         NA        NA 0.4645294 0.6184607 0.8740030 0.3890483
 [4,]   NA         NA        NA        NA 0.5115492 0.2186460 0.2149824
 [5,]   NA         NA        NA        NA        NA 0.5210096 0.2948355
 [6,]   NA         NA        NA        NA        NA        NA 0.4242477
 [7,]   NA         NA        NA        NA        NA        NA        NA
 [8,]   NA         NA        NA        NA        NA        NA        NA
 [9,]   NA         NA        NA        NA        NA        NA        NA
[10,]   NA         NA        NA        NA        NA        NA        NA
           [,8]      [,9]     [,10]
 [1,] 0.7163440 0.9231662 0.4586182
 [2,] 0.9174032 0.3694961 0.8826605
 [3,] 0.6773574 0.9244058 0.5558594
 [4,] 0.5520491 0.7623105 0.3319790
 [5,] 0.6509620 0.7849166 0.3743495
 [6,] 0.4899394 0.6480829 0.4990086
 [7,] 0.7981592 0.4216306 0.7994266
 [8,]        NA 0.7780401 0.4047860
 [9,]        NA        NA 0.5223110
[10,]        NA        NA        NA

$medChi1df
[1] NA

$medChi2df
[1] NA

$snpnames
 [1] "rs10"  "rs18"  "rs29"  "rs65"  "rs73"  "rs114" "rs128" "rs130" "rs143"
[10] "rs150"

$idnames
   [1] "p1"    "p2"    "p3"    "p4"    "p5"    "p6"    "p7"    "p8"    "p9"   
  [10] "p10"   "p11"   "p12"   "p13"   "p14"   "p15"   "p16"   "p17"   "p18"  
  [19] "p19"   "p20"   "p21"   "p22"   "p23"   "p24"   "p25"   "p26"   "p27"  
  [28] "p28"   "p29"   "p30"   "p31"   "p32"   "p33"   "p34"   "p35"   "p36"  
  [37] "p37"   "p38"   "p39"   "p40"   "p41"   "p42"   "p43"   "p44"   "p45"  
  [46] "p46"   "p47"   "p48"   "p49"   "p50"   "p51"   "p52"   "p53"   "p54"  
  [55] "p55"   "p56"   "p57"   "p58"   "p59"   "p60"   "p61"   "p62"   "p63"  
  [64] "p64"   "p65"   "p66"   "p67"   "p68"   "p69"   "p70"   "p71"   "p72"  
  [73] "p73"   "p74"   "p75"   "p76"   "p77"   "p78"   "p79"   "p80"   "p81"  
  [82] "p82"   "p83"   "p84"   "p85"   "p86"   "p87"   "p88"   "p89"   "p90"  
  [91] "p91"   "p92"   "p93"   "p94"   "p95"   "p96"   "p97"   "p98"   "p99"  
 [100] "p100"  "p101"  "p102"  "p103"  "p104"  "p105"  "p106"  "p107"  "p108" 
 [109] "p109"  "p110"  "p111"  "p112"  "p113"  "p114"  "p115"  "p116"  "p117" 
 [118] "p118"  "p119"  "p120"  "p121"  "p122"  "p123"  "p124"  "p125"  "p126" 
 [127] "p127"  "p128"  "p129"  "p130"  "p131"  "p132"  "p133"  "p134"  "p135" 
 [136] "p136"  "p137"  "p138"  "p139"  "p140"  "p141"  "p142"  "p143"  "p144" 
 [145] "p145"  "p146"  "p147"  "p148"  "p149"  "p150"  "p151"  "p152"  "p153" 
 [154] "p154"  "p155"  "p156"  "p157"  "p158"  "p159"  "p160"  "p161"  "p162" 
 [163] "p163"  "p164"  "p165"  "p166"  "p167"  "p168"  "p169"  "p170"  "p171" 
 [172] "p172"  "p173"  "p174"  "p175"  "p176"  "p177"  "p178"  "p179"  "p180" 
 [181] "p181"  "p182"  "p183"  "p184"  "p185"  "p186"  "p187"  "p188"  "p189" 
 [190] "p190"  "p191"  "p192"  "p193"  "p194"  "p195"  "p196"  "p197"  "p198" 
 [199] "p199"  "p200"  "p201"  "p202"  "p203"  "p204"  "p205"  "p206"  "p207" 
 [208] "p208"  "p209"  "p210"  "p211"  "p212"  "p213"  "p214"  "p215"  "p216" 
 [217] "p217"  "p218"  "p219"  "p220"  "p221"  "p222"  "p223"  "p224"  "p225" 
 [226] "p226"  "p227"  "p228"  "p229"  "p230"  "p231"  "p232"  "p233"  "p234" 
 [235] "p235"  "p236"  "p237"  "p238"  "p239"  "p240"  "p241"  "p242"  "p243" 
 [244] "p244"  "p245"  "p246"  "p247"  "p248"  "p249"  "p250"  "p251"  "p252" 
 [253] "p253"  "p254"  "p255"  "p256"  "p257"  "p258"  "p259"  "p260"  "p261" 
 [262] "p262"  "p263"  "p264"  "p265"  "p266"  "p267"  "p268"  "p269"  "p270" 
 [271] "p271"  "p272"  "p273"  "p274"  "p275"  "p276"  "p277"  "p278"  "p279" 
 [280] "p280"  "p281"  "p282"  "p283"  "p284"  "p285"  "p286"  "p287"  "p288" 
 [289] "p289"  "p290"  "p291"  "p292"  "p293"  "p294"  "p295"  "p296"  "p297" 
 [298] "p298"  "p299"  "p300"  "p301"  "p302"  "p303"  "p304"  "p305"  "p306" 
 [307] "p307"  "p308"  "p309"  "p310"  "p311"  "p312"  "p313"  "p314"  "p315" 
 [316] "p316"  "p317"  "p318"  "p319"  "p320"  "p321"  "p322"  "p323"  "p324" 
 [325] "p325"  "p326"  "p327"  "p328"  "p329"  "p330"  "p331"  "p332"  "p333" 
 [334] "p334"  "p335"  "p336"  "p337"  "p338"  "p339"  "p340"  "p341"  "p342" 
 [343] "p343"  "p344"  "p345"  "p346"  "p347"  "p348"  "p349"  "p350"  "p351" 
 [352] "p352"  "p353"  "p354"  "p355"  "p356"  "p357"  "p358"  "p359"  "p360" 
 [361] "p361"  "p362"  "p363"  "p364"  "p365"  "p366"  "p367"  "p368"  "p369" 
 [370] "p370"  "p371"  "p372"  "p373"  "p374"  "p375"  "p376"  "p377"  "p378" 
 [379] "p379"  "p380"  "p381"  "p382"  "p383"  "p384"  "p385"  "p386"  "p387" 
 [388] "p388"  "p389"  "p390"  "p391"  "p392"  "p393"  "p394"  "p395"  "p396" 
 [397] "p397"  "p398"  "p399"  "p400"  "p401"  "p402"  "p403"  "p404"  "p405" 
 [406] "p406"  "p407"  "p408"  "p409"  "p410"  "p411"  "p412"  "p413"  "p414" 
 [415] "p415"  "p416"  "p417"  "p418"  "p419"  "p420"  "p421"  "p422"  "p423" 
 [424] "p424"  "p425"  "p426"  "p427"  "p428"  "p429"  "p430"  "p431"  "p432" 
 [433] "p433"  "p434"  "p435"  "p436"  "p437"  "p438"  "p439"  "p440"  "p441" 
 [442] "p442"  "p443"  "p444"  "p445"  "p446"  "p447"  "p448"  "p449"  "p450" 
 [451] "p451"  "p452"  "p453"  "p454"  "p455"  "p456"  "p457"  "p458"  "p459" 
 [460] "p460"  "p461"  "p462"  "p463"  "p464"  "p465"  "p466"  "p467"  "p468" 
 [469] "p469"  "p470"  "p471"  "p472"  "p473"  "p474"  "p475"  "p476"  "p477" 
 [478] "p478"  "p479"  "p480"  "p481"  "p482"  "p483"  "p484"  "p485"  "p486" 
 [487] "p487"  "p488"  "p489"  "p490"  "p491"  "p492"  "p493"  "p494"  "p495" 
 [496] "p496"  "p497"  "p498"  "p499"  "p500"  "p501"  "p502"  "p503"  "p504" 
 [505] "p505"  "p506"  "p507"  "p508"  "p509"  "p510"  "p511"  "p512"  "p513" 
 [514] "p514"  "p515"  "p516"  "p517"  "p518"  "p519"  "p520"  "p521"  "p522" 
 [523] "p523"  "p524"  "p525"  "p526"  "p527"  "p528"  "p529"  "p530"  "p531" 
 [532] "p532"  "p533"  "p534"  "p535"  "p536"  "p537"  "p538"  "p539"  "p540" 
 [541] "p541"  "p542"  "p543"  "p544"  "p545"  "p546"  "p547"  "p548"  "p549" 
 [550] "p550"  "p551"  "p552"  "p553"  "p554"  "p555"  "p556"  "p557"  "p558" 
 [559] "p559"  "p560"  "p561"  "p562"  "p563"  "p564"  "p565"  "p566"  "p567" 
 [568] "p568"  "p569"  "p570"  "p571"  "p572"  "p573"  "p574"  "p575"  "p576" 
 [577] "p577"  "p578"  "p579"  "p580"  "p581"  "p582"  "p583"  "p584"  "p585" 
 [586] "p586"  "p587"  "p588"  "p589"  "p590"  "p591"  "p592"  "p593"  "p594" 
 [595] "p595"  "p596"  "p597"  "p598"  "p599"  "p600"  "p601"  "p602"  "p603" 
 [604] "p604"  "p605"  "p606"  "p607"  "p608"  "p609"  "p610"  "p611"  "p612" 
 [613] "p613"  "p614"  "p615"  "p616"  "p617"  "p618"  "p619"  "p620"  "p621" 
 [622] "p622"  "p623"  "p624"  "p625"  "p626"  "p627"  "p628"  "p629"  "p630" 
 [631] "p631"  "p632"  "p633"  "p634"  "p635"  "p636"  "p637"  "p638"  "p639" 
 [640] "p640"  "p641"  "p642"  "p643"  "p644"  "p645"  "p646"  "p647"  "p648" 
 [649] "p649"  "p650"  "p651"  "p652"  "p653"  "p654"  "p655"  "p656"  "p657" 
 [658] "p658"  "p659"  "p660"  "p661"  "p662"  "p663"  "p664"  "p665"  "p666" 
 [667] "p667"  "p668"  "p669"  "p670"  "p671"  "p672"  "p673"  "p674"  "p675" 
 [676] "p676"  "p677"  "p678"  "p679"  "p680"  "p681"  "p682"  "p683"  "p684" 
 [685] "p685"  "p686"  "p687"  "p688"  "p689"  "p690"  "p691"  "p692"  "p693" 
 [694] "p694"  "p695"  "p696"  "p697"  "p698"  "p699"  "p700"  "p701"  "p702" 
 [703] "p703"  "p704"  "p705"  "p706"  "p707"  "p708"  "p709"  "p710"  "p711" 
 [712] "p712"  "p713"  "p714"  "p715"  "p716"  "p717"  "p718"  "p719"  "p720" 
 [721] "p721"  "p722"  "p723"  "p724"  "p725"  "p726"  "p727"  "p728"  "p729" 
 [730] "p730"  "p731"  "p732"  "p733"  "p734"  "p735"  "p736"  "p737"  "p738" 
 [739] "p739"  "p740"  "p741"  "p742"  "p743"  "p744"  "p745"  "p746"  "p747" 
 [748] "p748"  "p749"  "p750"  "p751"  "p752"  "p753"  "p754"  "p755"  "p756" 
 [757] "p757"  "p758"  "p759"  "p760"  "p761"  "p762"  "p763"  "p764"  "p765" 
 [766] "p766"  "p767"  "p768"  "p769"  "p770"  "p771"  "p772"  "p773"  "p774" 
 [775] "p775"  "p776"  "p777"  "p778"  "p779"  "p780"  "p781"  "p782"  "p783" 
 [784] "p784"  "p785"  "p786"  "p787"  "p788"  "p789"  "p790"  "p791"  "p792" 
 [793] "p793"  "p794"  "p795"  "p796"  "p797"  "p798"  "p799"  "p800"  "p801" 
 [802] "p802"  "p803"  "p804"  "p805"  "p806"  "p807"  "p808"  "p809"  "p810" 
 [811] "p811"  "p812"  "p813"  "p814"  "p815"  "p816"  "p817"  "p818"  "p819" 
 [820] "p820"  "p821"  "p822"  "p823"  "p824"  "p825"  "p826"  "p827"  "p828" 
 [829] "p829"  "p830"  "p831"  "p832"  "p833"  "p834"  "p835"  "p836"  "p837" 
 [838] "p838"  "p839"  "p840"  "p841"  "p842"  "p843"  "p844"  "p845"  "p846" 
 [847] "p847"  "p848"  "p849"  "p850"  "p851"  "p852"  "p853"  "p854"  "p855" 
 [856] "p856"  "p857"  "p858"  "p859"  "p860"  "p861"  "p862"  "p863"  "p864" 
 [865] "p865"  "p866"  "p867"  "p868"  "p869"  "p870"  "p871"  "p872"  "p873" 
 [874] "p874"  "p875"  "p876"  "p877"  "p878"  "p879"  "p880"  "p881"  "p882" 
 [883] "p883"  "p884"  "p885"  "p886"  "p887"  "p888"  "p889"  "p890"  "p891" 
 [892] "p892"  "p893"  "p894"  "p895"  "p896"  "p897"  "p898"  "p899"  "p900" 
 [901] "p901"  "p902"  "p903"  "p904"  "p905"  "p906"  "p907"  "p908"  "p909" 
 [910] "p910"  "p911"  "p912"  "p913"  "p914"  "p915"  "p916"  "p917"  "p918" 
 [919] "p919"  "p920"  "p921"  "p922"  "p923"  "p924"  "p925"  "p926"  "p927" 
 [928] "p928"  "p929"  "p930"  "p931"  "p932"  "p933"  "p934"  "p935"  "p936" 
 [937] "p937"  "p938"  "p939"  "p940"  "p941"  "p942"  "p943"  "p944"  "p945" 
 [946] "p946"  "p947"  "p948"  "p949"  "p950"  "p951"  "p952"  "p953"  "p954" 
 [955] "p955"  "p956"  "p957"  "p958"  "p959"  "p960"  "p961"  "p962"  "p963" 
 [964] "p964"  "p965"  "p966"  "p967"  "p968"  "p969"  "p970"  "p971"  "p972" 
 [973] "p973"  "p974"  "p975"  "p976"  "p977"  "p978"  "p979"  "p980"  "p981" 
 [982] "p982"  "p983"  "p984"  "p985"  "p986"  "p987"  "p988"  "p989"  "p990" 
 [991] "p991"  "p992"  "p993"  "p994"  "p995"  "p996"  "p997"  "p998"  "p999" 
[1000] "p1000" "p1001" "p1002" "p1003" "p1004" "p1005" "p1006" "p1007" "p1008"
[1009] "p1009" "p1010" "p1011" "p1012" "p1013" "p1014" "p1015" "p1016" "p1017"
[1018] "p1018" "p1019" "p1020" "p1021" "p1022" "p1023" "p1024" "p1025" "p1026"
[1027] "p1027" "p1028" "p1029" "p1030" "p1031" "p1032" "p1033" "p1034" "p1035"
[1036] "p1036" "p1037" "p1038" "p1039" "p1040" "p1041" "p1042" "p1043" "p1044"
[1045] "p1045" "p1046" "p1047" "p1048" "p1049" "p1050" "p1051" "p1052" "p1053"
[1054] "p1054" "p1055" "p1056" "p1057" "p1058" "p1059" "p1060" "p1061" "p1062"
[1063] "p1063" "p1064" "p1065" "p1066" "p1067" "p1068" "p1069" "p1070" "p1071"
[1072] "p1072" "p1073" "p1074" "p1075" "p1076" "p1077" "p1078" "p1079" "p1080"
[1081] "p1081" "p1082" "p1083" "p1084" "p1085" "p1086" "p1087" "p1088" "p1089"
[1090] "p1090" "p1091" "p1092" "p1093" "p1094" "p1095" "p1096" "p1097" "p1098"
[1099] "p1099" "p1100" "p1101" "p1102" "p1103" "p1104" "p1105" "p1106" "p1107"
[1108] "p1108" "p1109" "p1110" "p1111" "p1112" "p1113" "p1114" "p1115" "p1116"
[1117] "p1117" "p1118" "p1119" "p1120" "p1121" "p1122" "p1123" "p1124" "p1125"
[1126] "p1126" "p1127" "p1128" "p1129" "p1130" "p1131" "p1132" "p1133" "p1134"
[1135] "p1135" "p1136" "p1137" "p1138" "p1139" "p1140" "p1141" "p1142" "p1143"
[1144] "p1144" "p1145" "p1146" "p1147" "p1148" "p1149" "p1150" "p1151" "p1152"
[1153] "p1153" "p1154" "p1155" "p1156" "p1157" "p1158" "p1159" "p1160" "p1161"
[1162] "p1162" "p1163" "p1164" "p1165" "p1166" "p1167" "p1168" "p1169" "p1170"
[1171] "p1171" "p1172" "p1173" "p1174" "p1175" "p1176" "p1177" "p1178" "p1179"
[1180] "p1180" "p1181" "p1182" "p1183" "p1184" "p1185" "p1186" "p1187" "p1188"
[1189] "p1189" "p1190" "p1191" "p1192" "p1193" "p1194" "p1195" "p1196" "p1197"
[1198] "p1198" "p1199" "p1200" "p1201" "p1202" "p1203" "p1204" "p1205" "p1206"
[1207] "p1207" "p1208" "p1209" "p1210" "p1211" "p1212" "p1213" "p1214" "p1215"
[1216] "p1216" "p1217" "p1218" "p1219" "p1220" "p1221" "p1222" "p1223" "p1224"
[1225] "p1225" "p1226" "p1227" "p1228" "p1229" "p1230" "p1231" "p1232" "p1233"
[1234] "p1234" "p1235" "p1236" "p1237" "p1238" "p1239" "p1240" "p1241" "p1242"
[1243] "p1243" "p1244" "p1245" "p1246" "p1247" "p1248" "p1249" "p1250" "p1251"
[1252] "p1252" "p1253" "p1254" "p1255" "p1256" "p1257" "p1258" "p1259" "p1260"
[1261] "p1261" "p1262" "p1263" "p1264" "p1265" "p1266" "p1267" "p1268" "p1269"
[1270] "p1270" "p1271" "p1272" "p1273" "p1274" "p1275" "p1276" "p1277" "p1278"
[1279] "p1279" "p1280" "p1281" "p1282" "p1283" "p1284" "p1285" "p1286" "p1287"
[1288] "p1288" "p1289" "p1290" "p1291" "p1292" "p1293" "p1294" "p1295" "p1296"
[1297] "p1297" "p1298" "p1299" "p1300" "p1301" "p1302" "p1303" "p1304" "p1305"
[1306] "p1306" "p1307" "p1308" "p1309" "p1310" "p1311" "p1312" "p1313" "p1314"
[1315] "p1315" "p1316" "p1317" "p1318" "p1319" "p1320" "p1321" "p1322" "p1323"
[1324] "p1324" "p1325" "p1326" "p1327" "p1328" "p1329" "p1330" "p1331" "p1332"
[1333] "p1333" "p1334" "p1335" "p1336" "p1337" "p1338" "p1339" "p1340" "p1341"
[1342] "p1342" "p1343" "p1344" "p1345" "p1346" "p1347" "p1348" "p1349" "p1350"
[1351] "p1351" "p1352" "p1353" "p1354" "p1355" "p1356" "p1357" "p1358" "p1359"
[1360] "p1360" "p1361" "p1362" "p1363" "p1364" "p1365" "p1366" "p1367" "p1368"
[1369] "p1369" "p1370" "p1371" "p1372" "p1373" "p1374" "p1375" "p1376" "p1377"
[1378] "p1378" "p1379" "p1380" "p1381" "p1382" "p1383" "p1384" "p1385" "p1386"
[1387] "p1387" "p1388" "p1389" "p1390" "p1391" "p1392" "p1393" "p1394" "p1395"
[1396] "p1396" "p1397" "p1398" "p1399" "p1400" "p1401" "p1402" "p1403" "p1404"
[1405] "p1405" "p1406" "p1407" "p1408" "p1409" "p1410" "p1411" "p1412" "p1413"
[1414] "p1414" "p1415" "p1416" "p1417" "p1418" "p1419" "p1420" "p1421" "p1422"
[1423] "p1423" "p1424" "p1425" "p1426" "p1427" "p1428" "p1429" "p1430" "p1431"
[1432] "p1432" "p1433" "p1434" "p1435" "p1436" "p1437" "p1438" "p1439" "p1440"
[1441] "p1441" "p1442" "p1443" "p1444" "p1445" "p1446" "p1447" "p1448" "p1449"
[1450] "p1450" "p1451" "p1452" "p1453" "p1454" "p1455" "p1456" "p1457" "p1458"
[1459] "p1459" "p1460" "p1461" "p1462" "p1463" "p1464" "p1465" "p1466" "p1467"
[1468] "p1468" "p1469" "p1470" "p1471" "p1472" "p1473" "p1474" "p1475" "p1476"
[1477] "p1477" "p1478" "p1479" "p1480" "p1481" "p1482" "p1483" "p1484" "p1485"
[1486] "p1486" "p1487" "p1488" "p1489" "p1490" "p1491" "p1492" "p1493" "p1494"
[1495] "p1495" "p1496" "p1497" "p1498" "p1499" "p1500" "p1501" "p1502" "p1503"
[1504] "p1504" "p1505" "p1506" "p1507" "p1508" "p1509" "p1510" "p1511" "p1512"
[1513] "p1513" "p1514" "p1515" "p1516" "p1517" "p1518" "p1519" "p1520" "p1521"
[1522] "p1522" "p1523" "p1524" "p1525" "p1526" "p1527" "p1528" "p1529" "p1530"
[1531] "p1531" "p1532" "p1533" "p1534" "p1535" "p1536" "p1537" "p1538" "p1539"
[1540] "p1540" "p1541" "p1542" "p1543" "p1544" "p1545" "p1546" "p1547" "p1548"
[1549] "p1549" "p1550" "p1551" "p1552" "p1553" "p1554" "p1555" "p1556" "p1557"
[1558] "p1558" "p1559" "p1560" "p1561" "p1562" "p1563" "p1564" "p1565" "p1566"
[1567] "p1567" "p1568" "p1569" "p1570" "p1571" "p1572" "p1573" "p1574" "p1575"
[1576] "p1576" "p1577" "p1578" "p1579" "p1580" "p1581" "p1582" "p1583" "p1584"
[1585] "p1585" "p1586" "p1587" "p1588" "p1589" "p1590" "p1591" "p1592" "p1593"
[1594] "p1594" "p1595" "p1596" "p1597" "p1598" "p1599" "p1600" "p1601" "p1602"
[1603] "p1603" "p1604" "p1605" "p1606" "p1607" "p1608" "p1609" "p1610" "p1611"
[1612] "p1612" "p1613" "p1614" "p1615" "p1616" "p1617" "p1618" "p1619" "p1620"
[1621] "p1621" "p1622" "p1623" "p1624" "p1625" "p1626" "p1627" "p1628" "p1629"
[1630] "p1630" "p1631" "p1632" "p1633" "p1634" "p1635" "p1636" "p1637" "p1638"
[1639] "p1639" "p1640" "p1641" "p1642" "p1643" "p1644" "p1645" "p1646" "p1647"
[1648] "p1648" "p1649" "p1650" "p1651" "p1652" "p1653" "p1654" "p1655" "p1656"
[1657] "p1657" "p1658" "p1659" "p1660" "p1661" "p1662" "p1663" "p1664" "p1665"
[1666] "p1666" "p1667" "p1668" "p1669" "p1670" "p1671" "p1672" "p1673" "p1674"
[1675] "p1675" "p1676" "p1677" "p1678" "p1679" "p1680" "p1681" "p1682" "p1683"
[1684] "p1684" "p1685" "p1686" "p1687" "p1688" "p1689" "p1690" "p1691" "p1692"
[1693] "p1693" "p1694" "p1695" "p1696" "p1697" "p1698" "p1699" "p1700" "p1701"
[1702] "p1702" "p1703" "p1704" "p1705" "p1706" "p1707" "p1708" "p1709" "p1710"
[1711] "p1711" "p1712" "p1713" "p1714" "p1715" "p1716" "p1717" "p1718" "p1719"
[1720] "p1720" "p1721" "p1722" "p1723" "p1724" "p1725" "p1726" "p1727" "p1728"
[1729] "p1729" "p1730" "p1731" "p1732" "p1733" "p1734" "p1735" "p1736" "p1737"
[1738] "p1738" "p1739" "p1740" "p1741" "p1742" "p1743" "p1744" "p1745" "p1746"
[1747] "p1747" "p1748" "p1749" "p1750" "p1751" "p1752" "p1753" "p1754" "p1755"
[1756] "p1756" "p1757" "p1758" "p1759" "p1760" "p1761" "p1762" "p1763" "p1764"
[1765] "p1765" "p1766" "p1767" "p1768" "p1769" "p1770" "p1771" "p1772" "p1773"
[1774] "p1774" "p1775" "p1776" "p1777" "p1778" "p1779" "p1780" "p1781" "p1782"
[1783] "p1783" "p1784" "p1785" "p1786" "p1787" "p1788" "p1789" "p1790" "p1791"
[1792] "p1792" "p1793" "p1794" "p1795" "p1796" "p1797" "p1798" "p1799" "p1800"
[1801] "p1801" "p1802" "p1803" "p1804" "p1805" "p1806" "p1807" "p1808" "p1809"
[1810] "p1810" "p1811" "p1812" "p1813" "p1814" "p1815" "p1816" "p1817" "p1818"
[1819] "p1819" "p1820" "p1821" "p1822" "p1823" "p1824" "p1825" "p1826" "p1827"
[1828] "p1828" "p1829" "p1830" "p1831" "p1832" "p1833" "p1834" "p1835" "p1836"
[1837] "p1837" "p1838" "p1839" "p1840" "p1841" "p1842" "p1843" "p1844" "p1845"
[1846] "p1846" "p1847" "p1848" "p1849" "p1850" "p1851" "p1852" "p1853" "p1854"
[1855] "p1855" "p1856" "p1857" "p1858" "p1859" "p1860" "p1861" "p1862" "p1863"
[1864] "p1864" "p1865" "p1866" "p1867" "p1868" "p1869" "p1870" "p1871" "p1872"
[1873] "p1873" "p1874" "p1875" "p1876" "p1877" "p1878" "p1879" "p1880" "p1881"
[1882] "p1882" "p1883" "p1884" "p1885" "p1886" "p1887" "p1888" "p1889" "p1890"
[1891] "p1891" "p1892" "p1893" "p1894" "p1895" "p1896" "p1897" "p1898" "p1899"
[1900] "p1900" "p1901" "p1902" "p1903" "p1904" "p1905" "p1906" "p1907" "p1908"
[1909] "p1909" "p1910" "p1911" "p1912" "p1913" "p1914" "p1915" "p1916" "p1917"
[1918] "p1918" "p1919" "p1920" "p1921" "p1922" "p1923" "p1924" "p1925" "p1926"
[1927] "p1927" "p1928" "p1929" "p1930" "p1931" "p1932" "p1933" "p1934" "p1935"
[1936] "p1936" "p1937" "p1938" "p1939" "p1940" "p1941" "p1942" "p1943" "p1944"
[1945] "p1945" "p1946" "p1947" "p1948" "p1949" "p1950" "p1951" "p1952" "p1953"
[1954] "p1954" "p1955" "p1956" "p1957" "p1958" "p1959" "p1960" "p1961" "p1962"
[1963] "p1963" "p1964" "p1965" "p1966" "p1967" "p1968" "p1969" "p1970" "p1971"
[1972] "p1972" "p1973" "p1974" "p1975" "p1976" "p1977" "p1978" "p1979" "p1980"
[1981] "p1981" "p1982" "p1983" "p1984" "p1985" "p1986" "p1987" "p1988" "p1989"
[1990] "p1990" "p1991" "p1992" "p1993" "p1994" "p1995" "p1996" "p1997" "p1998"
[1999] "p1999" "p2000" "p2001" "p2002" "p2003" "p2004" "p2005" "p2006" "p2007"
[2008] "p2008" "p2009" "p2010" "p2011" "p2012" "p2013" "p2014" "p2015" "p2016"
[2017] "p2017" "p2018" "p2019" "p2020" "p2021" "p2022" "p2023" "p2024" "p2025"
[2026] "p2026" "p2027" "p2028" "p2029" "p2030" "p2031" "p2032" "p2033" "p2034"
[2035] "p2035" "p2036" "p2037" "p2038" "p2039" "p2040" "p2041" "p2042" "p2043"
[2044] "p2044" "p2045" "p2046" "p2047" "p2048" "p2049" "p2050" "p2051" "p2052"
[2053] "p2053" "p2054" "p2055" "p2056" "p2057" "p2058" "p2059" "p2060" "p2061"
[2062] "p2062" "p2063" "p2064" "p2065" "p2066" "p2067" "p2068" "p2069" "p2070"
[2071] "p2071" "p2072" "p2073" "p2074" "p2075" "p2076" "p2077" "p2078" "p2079"
[2080] "p2080" "p2081" "p2082" "p2083" "p2084" "p2085" "p2086" "p2087" "p2088"
[2089] "p2089" "p2090" "p2091" "p2092" "p2093" "p2094" "p2095" "p2096" "p2097"
[2098] "p2098" "p2099" "p2100" "p2101" "p2102" "p2103" "p2104" "p2105" "p2106"
[2107] "p2107" "p2108" "p2109" "p2110" "p2111" "p2112" "p2113" "p2114" "p2115"
[2116] "p2116" "p2117" "p2118" "p2119" "p2120" "p2121" "p2122" "p2123" "p2124"
[2125] "p2125" "p2126" "p2127" "p2128" "p2129" "p2130" "p2131" "p2132" "p2133"
[2134] "p2134" "p2135" "p2136" "p2137" "p2138" "p2139" "p2140" "p2141" "p2142"
[2143] "p2143" "p2144" "p2145" "p2146" "p2147" "p2148" "p2149" "p2150" "p2151"
[2152] "p2152" "p2153" "p2154" "p2155" "p2156" "p2157" "p2158" "p2159" "p2160"
[2161] "p2161" "p2162" "p2163" "p2164" "p2165" "p2166" "p2167" "p2168" "p2169"
[2170] "p2170" "p2171" "p2172" "p2173" "p2174" "p2175" "p2176" "p2177" "p2178"
[2179] "p2179" "p2180" "p2181" "p2182" "p2183" "p2184" "p2185" "p2186" "p2187"
[2188] "p2188" "p2189" "p2190" "p2191" "p2192" "p2193" "p2194" "p2195" "p2196"
[2197] "p2197" "p2198" "p2199" "p2200" "p2201" "p2202" "p2203" "p2204" "p2205"
[2206] "p2206" "p2207" "p2208" "p2209" "p2210" "p2211" "p2212" "p2213" "p2214"
[2215] "p2215" "p2216" "p2217" "p2218" "p2219" "p2220" "p2221" "p2222" "p2223"
[2224] "p2224" "p2225" "p2226" "p2227" "p2228" "p2229" "p2230" "p2231" "p2232"
[2233] "p2233" "p2234" "p2235" "p2236" "p2237" "p2238" "p2239" "p2240" "p2241"
[2242] "p2242" "p2243" "p2244" "p2245" "p2246" "p2247" "p2248" "p2249" "p2250"
[2251] "p2251" "p2252" "p2253" "p2254" "p2255" "p2256" "p2257" "p2258" "p2259"
[2260] "p2260" "p2261" "p2262" "p2263" "p2264" "p2265" "p2266" "p2267" "p2268"
[2269] "p2269" "p2270" "p2271" "p2272" "p2273" "p2274" "p2275" "p2276" "p2277"
[2278] "p2278" "p2279" "p2280" "p2281" "p2282" "p2283" "p2284" "p2285" "p2286"
[2287] "p2287" "p2288" "p2289" "p2290" "p2291" "p2292" "p2293" "p2294" "p2295"
[2296] "p2296" "p2297" "p2298" "p2299" "p2300" "p2301" "p2302" "p2303" "p2304"
[2305] "p2305" "p2306" "p2307" "p2308" "p2309" "p2310" "p2311" "p2312" "p2313"
[2314] "p2314" "p2315" "p2316" "p2317" "p2318" "p2319" "p2320" "p2321" "p2322"
[2323] "p2323" "p2324" "p2325" "p2326" "p2327" "p2328" "p2329" "p2330" "p2331"
[2332] "p2332" "p2333" "p2334" "p2335" "p2336" "p2337" "p2338" "p2339" "p2340"
[2341] "p2341" "p2342" "p2343" "p2344" "p2345" "p2346" "p2347" "p2348" "p2349"
[2350] "p2350" "p2351" "p2352" "p2353" "p2354" "p2355" "p2356" "p2357" "p2358"
[2359] "p2359" "p2360" "p2361" "p2362" "p2363" "p2364" "p2365" "p2366" "p2367"
[2368] "p2368" "p2369" "p2370" "p2371" "p2372" "p2373" "p2374" "p2375" "p2376"
[2377] "p2377" "p2378" "p2379" "p2380" "p2381" "p2382" "p2383" "p2384" "p2385"
[2386] "p2386" "p2387" "p2388" "p2389" "p2390" "p2391" "p2392" "p2393" "p2394"
[2395] "p2395" "p2396" "p2397" "p2398" "p2399" "p2400" "p2401" "p2402" "p2403"
[2404] "p2404" "p2405" "p2406" "p2407" "p2408" "p2409" "p2410" "p2411" "p2412"
[2413] "p2413" "p2414" "p2415" "p2416" "p2417" "p2418" "p2419" "p2420" "p2421"
[2422] "p2422" "p2423" "p2424" "p2425" "p2426" "p2427" "p2428" "p2429" "p2430"
[2431] "p2431" "p2432" "p2433" "p2434" "p2435" "p2436" "p2437" "p2438" "p2439"
[2440] "p2440" "p2441" "p2442" "p2443" "p2444" "p2445" "p2446" "p2447" "p2448"
[2449] "p2449" "p2450


Created & Maintained by Osamu Ogasawara (osamu.ogasawara@gmail.com) and IMSBIO