Summary of Correspondence Analysis
		Summary of Correspondence Analysis 

The input file was new.dat it contained 111 genes
The number of axes generated was 58
A COA was requested of codon usage


Most of the output presented in this file has also been written to separate files
genes.coa	The position of the genes on the first 4 axis
codon.coa	The position of the 59 codons on the 4 principle axes


The total inertia of the data was 0.263176

Explanation of the variation by axis (see also eigen.coa)
Num. Eigenval.   R.Iner.  R.Sum    |Num. Eigenval.   R.Iner.  R.Sum  |
01   +4.5755E-02 +0.1739 +0.1739   |02   +3.2372E-02 +0.1230 +0.2969 |
03   +1.8405E-02 +0.0699 +0.3668   |04   +1.2499E-02 +0.0475 +0.4143 |
05   +1.1242E-02 +0.0427 +0.4570   |06   +8.8261E-03 +0.0335 +0.4905 |
07   +8.0548E-03 +0.0306 +0.5212   |08   +7.4000E-03 +0.0281 +0.5493 |
09   +6.6963E-03 +0.0254 +0.5747   |10   +6.3566E-03 +0.0242 +0.5989 |
11   +6.0650E-03 +0.0230 +0.6219   |12   +5.5303E-03 +0.0210 +0.6429 |
13   +5.4201E-03 +0.0206 +0.6635   |14   +5.0496E-03 +0.0192 +0.6827 |
15   +4.7023E-03 +0.0179 +0.7006   |16   +4.4015E-03 +0.0167 +0.7173 |
17   +4.3407E-03 +0.0165 +0.7338   |18   +4.2650E-03 +0.0162 +0.7500 |
19   +3.8422E-03 +0.0146 +0.7646   |20   +3.6916E-03 +0.0140 +0.7786 |
21   +3.5919E-03 +0.0136 +0.7923   |22   +3.4572E-03 +0.0131 +0.8054 |
23   +3.2916E-03 +0.0125 +0.8179   |24   +3.0878E-03 +0.0117 +0.8296 |
25   +2.8268E-03 +0.0107 +0.8404   |26   +2.7211E-03 +0.0103 +0.8507 |
27   +2.6388E-03 +0.0100 +0.8608   |28   +2.5625E-03 +0.0097 +0.8705 |
29   +2.3782E-03 +0.0090 +0.8795   |30   +2.2812E-03 +0.0087 +0.8882 |
31   +2.2310E-03 +0.0085 +0.8967   |32   +2.1658E-03 +0.0082 +0.9049 |
33   +1.9600E-03 +0.0074 +0.9124   |34   +1.8090E-03 +0.0069 +0.9192 |
35   +1.7413E-03 +0.0066 +0.9258   |36   +1.6240E-03 +0.0062 +0.9320 |
37   +1.4937E-03 +0.0057 +0.9377   |38   +1.4128E-03 +0.0054 +0.9431 |
39   +1.3665E-03 +0.0052 +0.9483   |40   +1.3025E-03 +0.0049 +0.9532 |



The position of each codon by axis 
also see codon.coa for seperate output
label                     Axis1      Axis2      Axis3      Axis4
UUU                     0.17334    0.13312    0.25043   -0.07956
UCU                    -0.06736    0.10655   -0.08422    0.00040
UAU                     0.19169    0.13729    0.11446    0.03866
UGU                     0.06625    0.06947    0.16956    0.27564
UUC                    -0.13265   -0.08251    0.23628   -0.07576
UCC                    -0.19511   -0.16166   -0.12153   -0.15155
UAC                    -0.16445   -0.20423    0.16635   -0.06785
UGC                     0.23167   -0.37353    0.19496    0.08729
UUA                     0.15983    0.26320    0.06415   -0.13785
UCA                     0.22710    0.09786   -0.02902   -0.03199
UUG                    -0.21904    0.01138    0.05795   -0.06210
UCG                     0.11263   -0.27673    0.09049   -0.01763
CUU                     0.19141    0.06483    0.21103   -0.11722
CCU                     0.00128    0.03767   -0.29929    0.06085
CAU                     0.18459    0.03908    0.01506   -0.00824
CGU                    -0.18044    0.05963   -0.01554    0.22750
CUC                     0.24060   -0.36824    0.08926   -0.37691
CCC                     0.05060   -0.40535   -0.03030   -0.07790
CAC                    -0.22098   -0.29046   -0.06401   -0.16240
CGC                     0.17982   -0.57059   -0.13666    0.07415
CUA                     0.05095    0.02842    0.04522   -0.20742
CCA                    -0.24545    0.16445   -0.19983   -0.00488
CAA                    -0.02303    0.08999   -0.15051   -0.20186
CGA                     0.48517   -0.17863    0.01240    0.03253
CUG                     0.09067   -0.38155    0.15274   -0.03539
CCG                     0.21125   -0.29519   -0.06378    0.08478
CAG                     0.10302   -0.37169   -0.12095   -0.00895
CGG                     0.34420   -0.51225    0.14305    0.19397
AUU                     0.05109    0.20030    0.14730   -0.03745
ACU                    -0.09237    0.13866   -0.04596   -0.01060
AAU                     0.27444    0.12022   -0.07068    0.03504
AGU                     0.29537    0.07360    0.01079    0.20705
AUC                    -0.23730   -0.06675    0.08905   -0.06779
ACC                    -0.27437   -0.15100   -0.07345   -0.01572
AAC                    -0.03354   -0.11203   -0.12795   -0.17406
AGC                     0.14731   -0.14827   -0.08162    0.11661
AUA                     0.46443    0.08140    0.09581   -0.05054
ACA                     0.21470    0.06087   -0.03291   -0.08876
AAA                     0.22375    0.07001   -0.15787    0.03564
AGA                    -0.05486    0.05064   -0.13255    0.10499
ACG                     0.14461   -0.38523    0.17019    0.02053
AAG                    -0.15602   -0.09930   -0.19169    0.13555
AGG                     0.18967   -0.09431   -0.04043    0.11897
GUU                    -0.19620    0.27254    0.17601    0.01444
GCU                    -0.46631    0.27294    0.00853    0.00820
GAU                     0.11899    0.07380   -0.05850    0.01636
GGU                    -0.46760    0.24407    0.17354    0.21995
GUC                    -0.42283   -0.14060    0.06472   -0.16921
GCC                    -0.53477   -0.11931    0.04142   -0.03181
GAC                    -0.18491   -0.24657   -0.07120   -0.00611
GGC                    -0.06352   -0.17567    0.07622    0.08812
GUA                     0.24547    0.10274    0.03926    0.01321
GCA                     0.02499   -0.03416   -0.01349    0.00265
GAA                    -0.01623    0.11577   -0.18746    0.03284
GGA                     0.18440    0.01909    0.13385    0.19789
GUG                    -0.03676   -0.38744    0.21751    0.17459
GCG                     0.05086   -0.28238    0.09539    0.22926
GAG                     0.06097   -0.21803   -0.09266    0.10544
GGG                     0.08274   -0.20942    0.26351    0.32352


The position of each gene by axis 
(see also genes.coa)
label                     Axis1      Axis2      Axis3      Axis4 
1_YCG9_Probable_____    0.00904    0.13153    0.34028   -0.05372
2_YCG8________573_re    0.07429   -0.24652   -0.05502   -0.39837
3_ALPHA2________633_    0.30675    0.04259   -0.22864   -0.03878
4_ALPHA1________528_    0.16444    0.00399   -0.02000    0.00937
5_CHA1_________1083_   -0.00322    0.10387    0.07137    0.11896
6_KRR1__________951_   -0.06864    0.08662   -0.24648    0.07692
7_PRD1_________2139_   -0.04507   -0.05907   -0.02488   -0.01580
8_KAR4_________1008_    0.06481    0.05378   -0.07245   -0.00285
9_PBN1_________1251_    0.13277    0.03320   -0.00730    0.01394
10_LRE1_________1761    0.13191   -0.03961   -0.18980    0.06099
11_APA1__________966   -0.27231    0.13088   -0.15556   -0.06237
12_YCE9__________939    0.00676   -0.10469   -0.05199    0.00533
13_YCE8_________1392    0.05300    0.04270    0.06471   -0.05385
14_YCE7__________777    0.17602   -0.05610    0.06840   -0.00326
15_YCE5_________2283    0.05303    0.01705    0.01083   -0.13920
16_YCE6__________324    0.11728   -0.09405    0.03232    0.28015
17_YCE4_________1254    0.00229   -0.24605   -0.10079   -0.18409
18_PDI1_________1569   -0.59795   -0.13194   -0.05292   -0.14638
19_GLK1_________1503   -0.29689   -0.34222    0.07054    0.07048
20_YCD8_________1587    0.07393    0.06832    0.30743    0.02405
21_SRO9_________1401   -0.27351   -0.02290   -0.31424   -0.15691
22_YCD6_________1701    0.05399   -0.36494    0.05558    0.16777
23_YCD5__________333   -0.15306   -0.09830   -0.04357   -0.04538
24_YCD3__________507   -0.08167   -0.38252   -0.01237    0.27552
25_STE50________1041    0.09980   -0.23024   -0.12693    0.00558
26_HIS4_________2400   -0.32312    0.14379   -0.00960    0.06997
27_BIK1_________1323    0.05749   -0.24433   -0.21917   -0.13142
28_FUS1_________1539    0.19609   -0.14084   -0.05699    0.04549
29_YC08__________579   -0.35118    0.10350   -0.04020   -0.07284
30_AGP1_________1902   -0.37799    0.08607    0.21525    0.02609
31_LEU2_________1095   -0.59863    0.23349   -0.06448    0.01941
32_NFS1_________1494   -0.27771    0.11776   -0.02040    0.07704
33_BUD3_________4104    0.15686    0.00892   -0.12846   -0.01012
34_GBP2_________1284   -0.03961    0.08573   -0.03192    0.31905
35_ILV6__________930   -0.44395   -0.26021   -0.12281   -0.09839
36_CWH36_________393    0.19016    0.00098   -0.15350   -0.00929
37_PEL1_________1251    0.12733   -0.04319    0.01894   -0.14532
38_RER1__________567   -0.06076    0.24258    0.07172   -0.14259
39_CDC10_________969    0.05162    0.17425    0.00251    0.03938
40_MRPL32________552    0.06202    0.08056   -0.19016    0.06620
41_YCP4__________744   -0.28492    0.13626   -0.03572    0.14556
42_CIT2_________1383   -0.08954    0.23924   -0.02978   -0.00134
43_YCP7__________720    0.13854    0.06424    0.09299    0.02255
44_SAT4_________1812    0.08110    0.15249   -0.08042    0.16093
45_RVS161________798   -0.09293    0.14784   -0.06697    0.05249
46_YCQ0__________852   -0.30301    0.22030    0.28426    0.11497
47_ADP1_________3150    0.09210    0.06428    0.15116    0.09478
48_PGK1_________1251   -0.93225    0.18177   -0.08004    0.02833
49_POL4_________1749    0.17322    0.09844   -0.02618    0.12085
50_YCQ7_________2862   -0.03561    0.14644    0.23350   -0.03804
51_SRD1__________678    0.25292    0.06510   -0.19972    0.19384
52_MAK32________1092    0.19243   -0.05992    0.10939    0.11609
53_PET18_________648   -0.02062    0.10158   -0.00614    0.00140
54_MAK31_________267   -0.00843    0.21933    0.05569    0.05607
55_HSP30_________999   -0.28460    0.13412    0.22922    0.01575
56_YCR3_________1836    0.10621    0.16023    0.15796    0.03897
57_SYN_________1479_    0.13776    0.09982   -0.02217   -0.06198
58_YCR6_________2232    0.16249   -0.05024    0.00585    0.04085
59_GNS1_________630_    0.22477   -0.00054    0.07570    0.04266
60_FEN2_________1539    0.05367    0.08964    0.22791    0.03709
61_RIM1__________444   -0.24903    0.24597   -0.14975    0.05632
62_CRY1__________414   -0.88990    0.45322   -0.03594    0.23651
63_YCS2________6504_    0.24788    0.06530    0.06767   -0.07864
64_YCS3________3681_    0.19774    0.07044   -0.23925    0.12544
65_GNS1_________1044   -0.19078    0.20712    0.23520   -0.10284
66_RBK1_________1002   -0.03324    0.16708    0.03984    0.11130
67_PHO87________2772   -0.03079    0.13361    0.05116   -0.06146
68_BUD5_________1617    0.10846   -0.09282   -0.02130   -0.31788
69_MATALPHA2________    0.30675    0.04259   -0.22864   -0.03878
70_MATALPHA1________    0.16444    0.00399   -0.02000    0.00937
71_TSM1_________4224    0.16638    0.07851   -0.00951    0.11604
72_YCT5________1476_   -0.08664   -0.37412    0.09572    0.03028
73_PETCR46_______510   -0.20624   -0.67830    0.01703   -0.03252
74_YCT7________828_r   -0.00488   -0.63550    0.11057    0.40271
75_YCT9_________447_   -0.16131   -0.49307    0.06286   -0.05701
76_ARE1_________1833   -0.11470   -0.66938    0.26705   -0.00651
77_RSC6_________1452   -0.02931   -0.28373   -0.11870   -0.07231
78_THR4_________1545   -0.43801    0.14089   -0.08786   -0.13651
79_CTR86________1692    0.13458    0.05761    0.04127   -0.07449
80_PWP2_________2772   -0.01799   -0.00630    0.03630    0.00107
81_YCU9_________777_   -0.28518   -0.50978    0.03340   -0.06886
82_YCV1________1752_   -0.11801   -0.38786    0.20957   -0.16848
83_G10_________474_r   -0.00053   -0.52377   -0.19266    0.04501
84_HCM1_________1599    0.07434   -0.10886   -0.15107   -0.01174
85_RAD18________1464    0.17462    0.08654   -0.17945    0.02426
86_CYPR_________957_   -0.14207   -0.13798    0.04337   -0.03116
87_YCW1________366_r    0.08674   -0.13465    0.04369    0.21741
88_YCW2________1548_   -0.07115   -0.00091   -0.03683    0.14115
89_SSK22________3945    0.10273   -0.00540    0.01202   -0.00151
90_SOL2__________948   -0.10436   -0.31911    0.08566    0.17083
91_ERS1__________783    0.12838   -0.30850    0.33529   -0.08873
92_PAT1_______2394_r   -0.15461   -0.04162   -0.14454   -0.01028
93_SRB8_________4284    0.15530   -0.00781    0.02207   -0.15721
94_YCX3_________384_   -0.04095   -0.10751    0.00546    0.03763
95_TUP1_________2142   -0.16927   -0.10383   -0.13901   -0.05433
96_YC16________462_r   -0.03448   -0.58913   -0.19200    0.37251
97_ABP1_________1779   -0.25110   -0.00043   -0.40360    0.08224
98_KIN82________2181    0.16221   -0.04022   -0.10180   -0.00299
99_MSH3_________3144    0.21903    0.03480   -0.00582    0.02060
100_CDC39________632    0.04610    0.16817   -0.02461   -0.16802
101_YCY4________1176    0.18338    0.11271   -0.02612    0.02915
102_A2____________36    0.29373   -0.05128   -0.24909    0.05621
103_GIT1_________155   -0.14984    0.27241    0.23005    0.17488
104_YCZ0_________951    0.16985    0.12096    0.07851   -0.02736
105_YCZ1________549_    0.27852    0.11503    0.09495    0.04225
106_YCZ2________1107   -0.24611    0.01574    0.02147   -0.00203
107_YCZ3________336_    0.20847   -0.21096    0.29308    0.16309
108_PAU3__________37   -0.90919    0.25214    0.01875   -0.15892
109_YCZ5________1086   -0.16297    0.07880    0.11984    0.15336
110_YCZ6_______2499_    0.20846    0.06427    0.06652   -0.02876
111_YCZ7_______1092_    0.01106    0.05112    0.04687    0.06026

cusort.coa (not shown here) contains CU of genes sorted by their
ordination on the principle axis or factor
Genes used to calculate fop were 1 to 8 and 104 to 111
these gene numbers REFER ONLY to the file cusort.coa

enc_left 37.624218 enc_right 52.995205
Chi squared contingency test of genes from both
extremes of axis 1
Phe	UUU 	0.70 ( 49) 1.38 (154)	Ser	UCU*	2.28 ( 84) 1.28 ( 79)	
   	UUC*	1.30 ( 91) 0.62 ( 69)	   	UCC*	2.01 ( 74) 0.65 ( 40)	
Leu	UUA 	1.06 ( 50) 1.85 (147)	   	UCA 	0.52 ( 19) 1.25 ( 77)	
   	UUG*	3.19 (150) 1.18 ( 94)	   	UCG 	0.41 ( 15) 0.68 ( 42)	

   	CUU 	0.45 ( 21) 0.94 ( 75)	Pro	CCU 	1.00 ( 33) 1.52 ( 49)	
   	CUC 	0.09 (  4) 0.62 ( 49)	   	CCC 	0.33 ( 11) 0.68 ( 22)	
   	CUA 	0.83 ( 39) 0.79 ( 63)	   	CCA*	2.58 ( 85) 1.40 ( 45)	
   	CUG 	0.38 ( 18) 0.62 ( 49)	   	CCG 	0.09 (  3) 0.40 ( 13)	

Ile	AUU 	1.35 ( 87) 1.28 (157)	Thr	ACU 	1.66 ( 64) 1.33 ( 79)	
   	AUC*	1.59 (102) 0.52 ( 64)	   	ACC*	1.51 ( 58) 0.64 ( 38)	
   	AUA 	0.06 (  4) 1.19 (146)	   	ACA 	0.68 ( 26) 1.50 ( 89)	
Met	AUG 	1.00 ( 56) 1.00 ( 89)	   	ACG 	0.16 (  6) 0.54 ( 32)	

Val	GUU 	1.75 (100) 1.45 ( 83)	Ala	GCU*	1.84 (137) 1.25 ( 56)	
   	GUC*	1.57 ( 90) 0.59 ( 34)	   	GCC*	1.56 (116) 0.60 ( 27)	
   	GUA 	0.14 (  8) 1.24 ( 71)	   	GCA 	0.43 ( 32) 1.34 ( 60)	
   	GUG 	0.54 ( 31) 0.72 ( 41)	   	GCG 	0.17 ( 13) 0.80 ( 36)	


Tyr	UAU 	0.42 ( 19) 1.24 ( 92)	Cys	UGU@	1.59 ( 23) 1.06 ( 33)	
   	UAC*	1.58 ( 71) 0.76 ( 56)	   	UGC 	0.41 (  6) 0.94 ( 29)	
TER	UAA 	1.88 (  5) 0.75 (  2)	TER	UGA 	0.38 (  1) 1.88 (  5)	
   	UAG 	0.75 (  2) 0.38 (  1)	Trp	UGG 	1.00 ( 29) 1.00 ( 50)	

His	CAU 	0.69 ( 20) 1.43 ( 58)	Arg	CGU@	1.05 ( 20) 0.58 ( 19)	
   	CAC*	1.31 ( 38) 0.57 ( 23)	   	CGC 	0.11 (  2) 0.52 ( 17)	
Gln	CAA*	1.69 ( 82) 1.37 ( 97)	   	CGA 	0.00 (  0) 0.58 ( 19)	
   	CAG 	0.31 ( 15) 0.63 ( 45)	   	CGG 	0.00 (  0) 0.55 ( 18)	

Asn	AAU 	0.57 ( 35) 1.27 (199)	Ser	AGU 	0.33 ( 12) 1.26 ( 78)	
   	AAC*	1.43 ( 87) 0.73 (115)	   	AGC 	0.46 ( 17) 0.89 ( 55)	
Lys	AAA 	0.66 ( 65) 1.28 (232)	Arg	AGA*	4.37 ( 83) 2.65 ( 87)	
   	AAG*	1.34 (131) 0.72 (130)	   	AGG 	0.47 (  9) 1.13 ( 37)	

Asp	GAU 	0.89 ( 77) 1.45 (173)	Gly	GGU*	3.30 (171) 1.18 ( 47)	
   	GAC*	1.11 ( 97) 0.55 ( 66)	   	GGC 	0.37 ( 19) 0.95 ( 38)	
Glu	GAA*	1.62 (160) 1.40 (218)	   	GGA 	0.15 (  8) 1.27 ( 51)	
   	GAG 	0.38 ( 38) 0.60 ( 94)	   	GGG 	0.17 (  9) 0.60 ( 24)	


	Number of codons in high bias dataset 3027
	Number of codons in low  bias dataset 4377
Note high bias was assigned to the genes with the lower overall Nc
Codon UCU (Ser) chi value was 19.394
Codon UGU (Cys) chi value was 5.680
Codon UUC (Phe) chi value was 40.473
Codon UCC (Ser) chi value was 45.909
Codon UAC (Tyr) chi value was 37.897
Codon UUG (Leu) chi value was 91.099
Codon CGU (Arg) chi value was 4.108
Codon CAC (His) chi value was 18.913
Codon CCA (Pro) chi value was 22.727
Codon CAA (Gln) chi value was 8.070
Codon AUC (Ile) chi value was 76.047
Codon ACC (Thr) chi value was 23.800
Codon AAC (Asn) chi value was 42.516
Codon AGA (Arg) chi value was 23.908
Codon AAG (Lys) chi value was 48.846
Codon GCU (Ala) chi value was 10.015
Codon GGU (Gly) chi value was 106.044
Codon GUC (Val) chi value was 34.680
Codon GCC (Ala) chi value was 30.283
Codon GAC (Asp) chi value was 33.356
Codon GAA (Glu) chi value was 7.552

These are the PUTATIVE optimal codons
This is the format required for Menu 4 option 2 (Fop) and option 3 (CBI)
This data is also duplicated in the files "fop.coa" and "cbi.coa"
The format of these files is that required for input as a personal choice
of optimal codons for these indexes
2,3,2,2,3,3,3,2,2,2,2,2,3,2,2,2
2,2,2,2,1,2,3,2,2,3,3,1,2,1,2,1
2,2,2,2,3,3,3,2,1,2,2,3,2,2,3,2
2,3,2,3,3,3,3,2,2,2,3,2,2,2,2,2


These are PUTATIVE CAI adaptiveness values identified by this programme
This data is also duplicated in the file "cai.coa"
The format of this file is compatible with the format
of the file used to input a personal selection of CAI values
That is, the format required for Menu 4 option 1
cai.coa	input file to be used for CAI calculations


Cod AA    Xi	Wi		Cod AA    Xi	Wi
UUU Phe   49.0 0.5384616	UCU Ser   84.0 1.0000000	
UAU Tyr   19.0 0.2676056	UGU Cys   23.0 1.0000000	
UUC Phe   91.0 1.0000000	UCC Ser   74.0 0.8809524	
UAC Tyr   71.0 1.0000000	UGC Cys    6.0 0.2608696	
UUA Leu   50.0 0.3333333	UCA Ser   19.0 0.2261905	
UAA TER    5.0 1.0000000	UGA TER    1.0 1.0000000	
UUG Leu  150.0 1.0000000	UCG Ser   15.0 0.1785714	
UAG TER    2.0 1.0000000	UGG Trp   29.0 1.0000000	
CUU Leu   21.0 0.1400000	CCU Pro   33.0 0.3882353	
CAU His   20.0 0.5263158	CGU Arg   20.0 0.2409639	
CUC Leu    4.0 0.0266667	CCC Pro   11.0 0.1294118	
CAC His   38.0 1.0000000	CGC Arg    2.0 0.0240964	
CUA Leu   39.0 0.2600000	CCA Pro   85.0 1.0000000	
CAA Gln   82.0 1.0000000	CGA Arg    0.5 0.0060241	
CUG Leu   18.0 0.1200000	CCG Pro    3.0 0.0352941	
CAG Gln   15.0 0.1829268	CGG Arg    0.5 0.0060241	
AUU Ile   87.0 0.8529412	ACU Thr   64.0 1.0000000	
AAU Asn   35.0 0.4022988	AGU Ser   12.0 0.1428571	
AUC Ile  102.0 1.0000000	ACC Thr   58.0 0.9062500	
AAC Asn   87.0 1.0000000	AGC Ser   17.0 0.2023810	
AUA Ile    4.0 0.0392157	ACA Thr   26.0 0.4062500	
AAA Lys   65.0 0.4961832	AGA Arg   83.0 1.0000000	
AUG Met   56.0 1.0000000	ACG Thr    6.0 0.0937500	
AAG Lys  131.0 1.0000000	AGG Arg    9.0 0.1084337	
GUU Val  100.0 1.0000000	GCU Ala  137.0 1.0000000	
GAU Asp   77.0 0.7938144	GGU Gly  171.0 1.0000000	
GUC Val   90.0 0.9000000	GCC Ala  116.0 0.8467153	
GAC Asp   97.0 1.0000000	GGC Gly   19.0 0.1111111	
GUA Val    8.0 0.0800000	GCA Ala   32.0 0.2335766	
GAA Glu  160.0 1.0000000	GGA Gly    8.0 0.0467836	
GUG Val   31.0 0.3100000	GCG Ala   13.0 0.0948905	
GAG Glu   38.0 0.2375000	GGG Gly    9.0 0.0526316