Coverage heatmap data
show_coverage_heatmap_data.RdThis function prepares the data used in coverage heatmap to be shown in user-friendly way.
Examples
# auc data
auc_dat <- calculate_auc(create_uptake_dataset(alpha_dat))
show_coverage_heatmap_data(auc_dat, value = "auc")
#> Protein Sequence Start End State Modification
#> 1 db_eEF1Ba GFGDLKSPAGL 1 11 ALPHA_Gamma NA
#> 2 db_eEF1Ba FGDLKSPAGL 2 11 ALPHA_Gamma NA
#> 3 db_eEF1Ba GDLKSPAGL 3 11 ALPHA_Gamma NA
#> 4 db_eEF1Ba LKSPAG 5 10 ALPHA_Gamma NA
#> 5 db_eEF1Ba LKSPAGL 5 11 ALPHA_Gamma NA
#> 6 db_eEF1Ba AGLQVL 9 14 ALPHA_Gamma NA
#> 7 db_eEF1Ba QVLND 12 16 ALPHA_Gamma NA
#> 8 db_eEF1Ba QVLNDY 12 17 ALPHA_Gamma NA
#> 9 db_eEF1Ba NDYLAD 15 20 ALPHA_Gamma NA
#> 10 db_eEF1Ba NDYLADK 15 21 ALPHA_Gamma NA
#> 11 db_eEF1Ba YLADKS 17 22 ALPHA_Gamma NA
#> 12 db_eEF1Ba YLADKSY 17 23 ALPHA_Gamma NA
#> 13 db_eEF1Ba YLADKSYIEGYVPSQAD 17 33 ALPHA_Gamma NA
#> 14 db_eEF1Ba ADKSYIEGYVPSQAD 19 33 ALPHA_Gamma NA
#> 15 db_eEF1Ba KSYIEGYVPSQAD 21 33 ALPHA_Gamma NA
#> 16 db_eEF1Ba SYIEG 22 26 ALPHA_Gamma NA
#> 17 db_eEF1Ba SYIEGYVPSQAD 22 33 ALPHA_Gamma NA
#> 18 db_eEF1Ba YIEGYVPSQAD 23 33 ALPHA_Gamma NA
#> 19 db_eEF1Ba IEGYVP 24 29 ALPHA_Gamma NA
#> 20 db_eEF1Ba IEGYVPSQA 24 32 ALPHA_Gamma NA
#> 21 db_eEF1Ba IEGYVPSQAD 24 33 ALPHA_Gamma NA
#> 22 db_eEF1Ba YVPSQAD 27 33 ALPHA_Gamma NA
#> 23 db_eEF1Ba VAVFE 34 38 ALPHA_Gamma NA
#> 24 db_eEF1Ba FEAVSSPPPAD 37 47 ALPHA_Gamma NA
#> 25 db_eEF1Ba FEAVSSPPPADL 37 48 ALPHA_Gamma NA
#> 26 db_eEF1Ba FEAVSSPPPADLCH 37 50 ALPHA_Gamma NA
#> 27 db_eEF1Ba FEAVSSPPPADLCHA 37 51 ALPHA_Gamma NA
#> 28 db_eEF1Ba EAVSSPPPADL 38 48 ALPHA_Gamma NA
#> 29 db_eEF1Ba EAVSSPPPADLCH 38 50 ALPHA_Gamma NA
#> 30 db_eEF1Ba EAVSSPPPADLCHA 38 51 ALPHA_Gamma NA
#> 31 db_eEF1Ba AVSSPPPADL 39 48 ALPHA_Gamma NA
#> 32 db_eEF1Ba VSSPPPADL 40 48 ALPHA_Gamma NA
#> 33 db_eEF1Ba VSSPPPADLCH 40 50 ALPHA_Gamma NA
#> 34 db_eEF1Ba ALRWYNH 51 57 ALPHA_Gamma NA
#> 35 db_eEF1Ba LRWYNH 52 57 ALPHA_Gamma NA
#> 36 db_eEF1Ba IKSYEKEKASLPGVKK 58 73 ALPHA_Gamma NA
#> 37 db_eEF1Ba IKSYEKEKASLPGVKKALGKY 58 78 ALPHA_Gamma NA
#> 38 db_eEF1Ba EKASLPGVKKALGKY 64 78 ALPHA_Gamma NA
#> 39 db_eEF1Ba EKASLPGVKKALGKYGPAD 64 82 ALPHA_Gamma NA
#> 40 db_eEF1Ba EKASLPGVKKALGKYGPADVE 64 84 ALPHA_Gamma NA
#> 41 db_eEF1Ba ASLPGVKKALGKYGPAD 66 82 ALPHA_Gamma NA
#> 42 db_eEF1Ba ALGKYGPADVE 74 84 ALPHA_Gamma NA
#> 43 db_eEF1Ba VEDTTGSGATDSKDDDDIDL 83 102 ALPHA_Gamma NA
#> 44 db_eEF1Ba DTTGSGATDSKDDDDIDL 85 102 ALPHA_Gamma NA
#> 45 db_eEF1Ba TTGSGATDSKDDDDIDL 86 102 ALPHA_Gamma NA
#> 46 db_eEF1Ba DDDIDL 97 102 ALPHA_Gamma NA
#> 47 db_eEF1Ba LFGSDD 102 107 ALPHA_Gamma NA
#> 48 db_eEF1Ba FGSDD 103 107 ALPHA_Gamma NA
#> 49 db_eEF1Ba FGSDDEEESEEAKRLRE 103 119 ALPHA_Gamma NA
#> 50 db_eEF1Ba FGSDDEEESEEAKRLREE 103 120 ALPHA_Gamma NA
#> 51 db_eEF1Ba FGSDDEEESEEAKRLREERL 103 122 ALPHA_Gamma NA
#> 52 db_eEF1Ba DEEESEEAKRLREERLAQ 107 124 ALPHA_Gamma NA
#> 53 db_eEF1Ba EEESEEAKRLREERLAQ 108 124 ALPHA_Gamma NA
#> 54 db_eEF1Ba AQYESKKAKKPAL 123 135 ALPHA_Gamma NA
#> 55 db_eEF1Ba YESKKAKKPAL 125 135 ALPHA_Gamma NA
#> 56 db_eEF1Ba VAKSSIL 136 142 ALPHA_Gamma NA
#> 57 db_eEF1Ba VAKSSILL 136 143 ALPHA_Gamma NA
#> 58 db_eEF1Ba AKSSIL 137 142 ALPHA_Gamma NA
#> 59 db_eEF1Ba LDVKPWDD 143 150 ALPHA_Gamma NA
#> 60 db_eEF1Ba LDVKPWDDETD 143 153 ALPHA_Gamma NA
#> 61 db_eEF1Ba DVKPWDDETDM 144 154 ALPHA_Gamma NA
#> 62 db_eEF1Ba MAKLEE 154 159 ALPHA_Gamma NA
#> 63 db_eEF1Ba AKLEE 155 159 ALPHA_Gamma NA
#> 64 db_eEF1Ba CVRSIQA 160 166 ALPHA_Gamma NA
#> 65 db_eEF1Ba CVRSIQADG 160 168 ALPHA_Gamma NA
#> 66 db_eEF1Ba CVRSIQADGL 160 169 ALPHA_Gamma NA
#> 67 db_eEF1Ba CVRSIQADGLVWGSSKL 160 176 ALPHA_Gamma NA
#> 68 db_eEF1Ba VRSIQADGL 161 169 ALPHA_Gamma NA
#> 69 db_eEF1Ba VRSIQADGLVWGSSKL 161 176 ALPHA_Gamma NA
#> 70 db_eEF1Ba SIQADGL 163 169 ALPHA_Gamma NA
#> 71 db_eEF1Ba SIQADGLVWGSSKL 163 176 ALPHA_Gamma NA
#> 72 db_eEF1Ba SIQADGLVWGSSKLVPVGYGIKKLQIQC 163 190 ALPHA_Gamma NA
#> 73 db_eEF1Ba ADGLVWGSSKLVPVGYGIKK 166 185 ALPHA_Gamma NA
#> 74 db_eEF1Ba DGLVWGSS 167 174 ALPHA_Gamma NA
#> 75 db_eEF1Ba DGLVWGSSKL 167 176 ALPHA_Gamma NA
#> 76 db_eEF1Ba DGLVWGSSKLVPVGY 167 181 ALPHA_Gamma NA
#> 77 db_eEF1Ba DGLVWGSSKLVPVGYG 167 182 ALPHA_Gamma NA
#> 78 db_eEF1Ba LVWGSSKLVPVGY 169 181 ALPHA_Gamma NA
#> 79 db_eEF1Ba KLVPVGYGIKKLQIQC 175 190 ALPHA_Gamma NA
#> 80 db_eEF1Ba VPVGYGIKKLQIQC 177 190 ALPHA_Gamma NA
#> 81 db_eEF1Ba KLQIQC 185 190 ALPHA_Gamma NA
#> 82 db_eEF1Ba CVVEDDKVGTDM 190 201 ALPHA_Gamma NA
#> 83 db_eEF1Ba CVVEDDKVGTDML 190 202 ALPHA_Gamma NA
#> 84 db_eEF1Ba VVEDDKVGTDM 191 201 ALPHA_Gamma NA
#> 85 db_eEF1Ba VVEDDKVGTDML 191 202 ALPHA_Gamma NA
#> 86 db_eEF1Ba VVEDDKVGTDMLE 191 203 ALPHA_Gamma NA
#> 87 db_eEF1Ba DDKVGTDM 194 201 ALPHA_Gamma NA
#> 88 db_eEF1Ba DDKVGTDML 194 202 ALPHA_Gamma NA
#> 89 db_eEF1Ba DKVGTDM 195 201 ALPHA_Gamma NA
#> 90 db_eEF1Ba DKVGTDML 195 202 ALPHA_Gamma NA
#> 91 db_eEF1Ba VGTDML 197 202 ALPHA_Gamma NA
#> 92 db_eEF1Ba LEEQIT 202 207 ALPHA_Gamma NA
#> 93 db_eEF1Ba LEEQITA 202 208 ALPHA_Gamma NA
#> 94 db_eEF1Ba LEEQITAF 202 209 ALPHA_Gamma NA
#> 95 db_eEF1Ba EEQITA 203 208 ALPHA_Gamma NA
#> 96 db_eEF1Ba EEQITAF 203 209 ALPHA_Gamma NA
#> 97 db_eEF1Ba EEQITAFE 203 210 ALPHA_Gamma NA
#> 98 db_eEF1Ba EQITAF 204 209 ALPHA_Gamma NA
#> 99 db_eEF1Ba QITAF 205 209 ALPHA_Gamma NA
#> 100 db_eEF1Ba FEDYVQSM 209 216 ALPHA_Gamma NA
#> 101 db_eEF1Ba EDYVQSM 210 216 ALPHA_Gamma NA
#> 102 db_eEF1Ba EDYVQSMD 210 217 ALPHA_Gamma NA
#> 103 db_eEF1Ba EDYVQSMDV 210 218 ALPHA_Gamma NA
#> 104 db_eEF1Ba DYVQSM 211 216 ALPHA_Gamma NA
#> 105 db_eEF1Ba YVQSMD 212 217 ALPHA_Gamma NA
#> 106 db_eEF1Ba DVAAF 217 221 ALPHA_Gamma NA
#> AUC
#> 1 0.9974
#> 2 0.9993
#> 3 1.0119
#> 4 0.9991
#> 5 0.9991
#> 6 0.8588
#> 7 0.4479
#> 8 0.6117
#> 9 0.6285
#> 10 0.5833
#> 11 0.7956
#> 12 0.7956
#> 13 0.7176
#> 14 0.7478
#> 15 0.7547
#> 16 0.7239
#> 17 0.7547
#> 18 0.8058
#> 19 0.9989
#> 20 0.7791
#> 21 0.7790
#> 22 0.7238
#> 23 0.4479
#> 24 0.8618
#> 25 0.7790
#> 26 0.8155
#> 27 0.7618
#> 28 0.8618
#> 29 0.8156
#> 30 0.8141
#> 31 0.8618
#> 32 0.8159
#> 33 0.8618
#> 34 0.4479
#> 35 0.4479
#> 36 0.9987
#> 37 0.9999
#> 38 0.9999
#> 39 0.9999
#> 40 0.9999
#> 41 0.9999
#> 42 0.9999
#> 43 0.9999
#> 44 0.9999
#> 45 1.0073
#> 46 0.9999
#> 47 0.9999
#> 48 0.9999
#> 49 0.9999
#> 50 0.9999
#> 51 0.9589
#> 52 1.0041
#> 53 0.9999
#> 54 0.9999
#> 55 0.9999
#> 56 0.9964
#> 57 0.9821
#> 58 0.9964
#> 59 0.9762
#> 60 0.8769
#> 61 0.9846
#> 62 0.9756
#> 63 0.7922
#> 64 0.9821
#> 65 0.9974
#> 66 0.9877
#> 67 0.9905
#> 68 0.9974
#> 69 0.9915
#> 70 0.9846
#> 71 0.9907
#> 72 0.9599
#> 73 0.9927
#> 74 0.9842
#> 75 0.9994
#> 76 0.9905
#> 77 0.9915
#> 78 0.9966
#> 79 0.9853
#> 80 0.9895
#> 81 0.9791
#> 82 0.9894
#> 83 0.9880
#> 84 0.9974
#> 85 0.9974
#> 86 0.9891
#> 87 0.9993
#> 88 0.9873
#> 89 1.1803
#> 90 0.9972
#> 91 0.9965
#> 92 0.9756
#> 93 0.9791
#> 94 0.9828
#> 95 0.9756
#> 96 0.9791
#> 97 0.9832
#> 98 0.9756
#> 99 0.9938
#> 100 0.9817
#> 101 0.8588
#> 102 0.9816
#> 103 0.9852
#> 104 0.9761
#> 105 0.9957
#> 106 0.9947
# back-exchange
bex_dat <- calculate_back_exchange(alpha_dat)
show_coverage_heatmap_data(bex_dat, value = "back_exchange")
#> Protein Start End State Sequence
#> 1 db_eEF1Ba 1 11 ALPHA_Gamma GFGDLKSPAGL
#> 2 db_eEF1Ba 2 11 ALPHA_Gamma FGDLKSPAGL
#> 3 db_eEF1Ba 3 11 ALPHA_Gamma GDLKSPAGL
#> 4 db_eEF1Ba 5 10 ALPHA_Gamma LKSPAG
#> 5 db_eEF1Ba 5 11 ALPHA_Gamma LKSPAGL
#> 6 db_eEF1Ba 9 14 ALPHA_Gamma AGLQVL
#> 7 db_eEF1Ba 12 16 ALPHA_Gamma QVLND
#> 8 db_eEF1Ba 12 17 ALPHA_Gamma QVLNDY
#> 9 db_eEF1Ba 15 20 ALPHA_Gamma NDYLAD
#> 10 db_eEF1Ba 15 21 ALPHA_Gamma NDYLADK
#> 11 db_eEF1Ba 17 22 ALPHA_Gamma YLADKS
#> 12 db_eEF1Ba 17 23 ALPHA_Gamma YLADKSY
#> 13 db_eEF1Ba 17 33 ALPHA_Gamma YLADKSYIEGYVPSQAD
#> 14 db_eEF1Ba 19 33 ALPHA_Gamma ADKSYIEGYVPSQAD
#> 15 db_eEF1Ba 21 33 ALPHA_Gamma KSYIEGYVPSQAD
#> 16 db_eEF1Ba 22 26 ALPHA_Gamma SYIEG
#> 17 db_eEF1Ba 22 33 ALPHA_Gamma SYIEGYVPSQAD
#> 18 db_eEF1Ba 23 33 ALPHA_Gamma YIEGYVPSQAD
#> 19 db_eEF1Ba 24 29 ALPHA_Gamma IEGYVP
#> 20 db_eEF1Ba 24 32 ALPHA_Gamma IEGYVPSQA
#> 21 db_eEF1Ba 24 33 ALPHA_Gamma IEGYVPSQAD
#> 22 db_eEF1Ba 27 33 ALPHA_Gamma YVPSQAD
#> 23 db_eEF1Ba 34 38 ALPHA_Gamma VAVFE
#> 24 db_eEF1Ba 37 47 ALPHA_Gamma FEAVSSPPPAD
#> 25 db_eEF1Ba 37 48 ALPHA_Gamma FEAVSSPPPADL
#> 26 db_eEF1Ba 37 50 ALPHA_Gamma FEAVSSPPPADLCH
#> 27 db_eEF1Ba 37 51 ALPHA_Gamma FEAVSSPPPADLCHA
#> 28 db_eEF1Ba 38 48 ALPHA_Gamma EAVSSPPPADL
#> 29 db_eEF1Ba 38 50 ALPHA_Gamma EAVSSPPPADLCH
#> 30 db_eEF1Ba 38 51 ALPHA_Gamma EAVSSPPPADLCHA
#> 31 db_eEF1Ba 39 48 ALPHA_Gamma AVSSPPPADL
#> 32 db_eEF1Ba 40 48 ALPHA_Gamma VSSPPPADL
#> 33 db_eEF1Ba 40 50 ALPHA_Gamma VSSPPPADLCH
#> 34 db_eEF1Ba 51 57 ALPHA_Gamma ALRWYNH
#> 35 db_eEF1Ba 52 57 ALPHA_Gamma LRWYNH
#> 36 db_eEF1Ba 58 73 ALPHA_Gamma IKSYEKEKASLPGVKK
#> 37 db_eEF1Ba 58 78 ALPHA_Gamma IKSYEKEKASLPGVKKALGKY
#> 38 db_eEF1Ba 64 78 ALPHA_Gamma EKASLPGVKKALGKY
#> 39 db_eEF1Ba 64 82 ALPHA_Gamma EKASLPGVKKALGKYGPAD
#> 40 db_eEF1Ba 64 84 ALPHA_Gamma EKASLPGVKKALGKYGPADVE
#> 41 db_eEF1Ba 66 82 ALPHA_Gamma ASLPGVKKALGKYGPAD
#> 42 db_eEF1Ba 74 84 ALPHA_Gamma ALGKYGPADVE
#> 43 db_eEF1Ba 83 102 ALPHA_Gamma VEDTTGSGATDSKDDDDIDL
#> 44 db_eEF1Ba 85 102 ALPHA_Gamma DTTGSGATDSKDDDDIDL
#> 45 db_eEF1Ba 86 102 ALPHA_Gamma TTGSGATDSKDDDDIDL
#> 46 db_eEF1Ba 97 102 ALPHA_Gamma DDDIDL
#> 47 db_eEF1Ba 102 107 ALPHA_Gamma LFGSDD
#> 48 db_eEF1Ba 103 107 ALPHA_Gamma FGSDD
#> 49 db_eEF1Ba 103 119 ALPHA_Gamma FGSDDEEESEEAKRLRE
#> 50 db_eEF1Ba 103 120 ALPHA_Gamma FGSDDEEESEEAKRLREE
#> 51 db_eEF1Ba 103 122 ALPHA_Gamma FGSDDEEESEEAKRLREERL
#> 52 db_eEF1Ba 107 124 ALPHA_Gamma DEEESEEAKRLREERLAQ
#> 53 db_eEF1Ba 108 124 ALPHA_Gamma EEESEEAKRLREERLAQ
#> 54 db_eEF1Ba 123 135 ALPHA_Gamma AQYESKKAKKPAL
#> 55 db_eEF1Ba 125 135 ALPHA_Gamma YESKKAKKPAL
#> 56 db_eEF1Ba 136 142 ALPHA_Gamma VAKSSIL
#> 57 db_eEF1Ba 136 143 ALPHA_Gamma VAKSSILL
#> 58 db_eEF1Ba 137 142 ALPHA_Gamma AKSSIL
#> 59 db_eEF1Ba 143 150 ALPHA_Gamma LDVKPWDD
#> 60 db_eEF1Ba 143 153 ALPHA_Gamma LDVKPWDDETD
#> 61 db_eEF1Ba 144 154 ALPHA_Gamma DVKPWDDETDM
#> 62 db_eEF1Ba 154 159 ALPHA_Gamma MAKLEE
#> 63 db_eEF1Ba 155 159 ALPHA_Gamma AKLEE
#> 64 db_eEF1Ba 160 166 ALPHA_Gamma CVRSIQA
#> 65 db_eEF1Ba 160 168 ALPHA_Gamma CVRSIQADG
#> 66 db_eEF1Ba 160 169 ALPHA_Gamma CVRSIQADGL
#> 67 db_eEF1Ba 160 176 ALPHA_Gamma CVRSIQADGLVWGSSKL
#> 68 db_eEF1Ba 161 169 ALPHA_Gamma VRSIQADGL
#> 69 db_eEF1Ba 161 176 ALPHA_Gamma VRSIQADGLVWGSSKL
#> 70 db_eEF1Ba 163 169 ALPHA_Gamma SIQADGL
#> 71 db_eEF1Ba 163 176 ALPHA_Gamma SIQADGLVWGSSKL
#> 72 db_eEF1Ba 163 190 ALPHA_Gamma SIQADGLVWGSSKLVPVGYGIKKLQIQC
#> 73 db_eEF1Ba 166 185 ALPHA_Gamma ADGLVWGSSKLVPVGYGIKK
#> 74 db_eEF1Ba 167 174 ALPHA_Gamma DGLVWGSS
#> 75 db_eEF1Ba 167 176 ALPHA_Gamma DGLVWGSSKL
#> 76 db_eEF1Ba 167 181 ALPHA_Gamma DGLVWGSSKLVPVGY
#> 77 db_eEF1Ba 167 182 ALPHA_Gamma DGLVWGSSKLVPVGYG
#> 78 db_eEF1Ba 169 181 ALPHA_Gamma LVWGSSKLVPVGY
#> 79 db_eEF1Ba 175 190 ALPHA_Gamma KLVPVGYGIKKLQIQC
#> 80 db_eEF1Ba 177 190 ALPHA_Gamma VPVGYGIKKLQIQC
#> 81 db_eEF1Ba 185 190 ALPHA_Gamma KLQIQC
#> 82 db_eEF1Ba 190 201 ALPHA_Gamma CVVEDDKVGTDM
#> 83 db_eEF1Ba 190 202 ALPHA_Gamma CVVEDDKVGTDML
#> 84 db_eEF1Ba 191 201 ALPHA_Gamma VVEDDKVGTDM
#> 85 db_eEF1Ba 191 202 ALPHA_Gamma VVEDDKVGTDML
#> 86 db_eEF1Ba 191 203 ALPHA_Gamma VVEDDKVGTDMLE
#> 87 db_eEF1Ba 194 201 ALPHA_Gamma DDKVGTDM
#> 88 db_eEF1Ba 194 202 ALPHA_Gamma DDKVGTDML
#> 89 db_eEF1Ba 195 201 ALPHA_Gamma DKVGTDM
#> 90 db_eEF1Ba 195 202 ALPHA_Gamma DKVGTDML
#> 91 db_eEF1Ba 197 202 ALPHA_Gamma VGTDML
#> 92 db_eEF1Ba 202 207 ALPHA_Gamma LEEQIT
#> 93 db_eEF1Ba 202 208 ALPHA_Gamma LEEQITA
#> 94 db_eEF1Ba 202 209 ALPHA_Gamma LEEQITAF
#> 95 db_eEF1Ba 203 208 ALPHA_Gamma EEQITA
#> 96 db_eEF1Ba 203 209 ALPHA_Gamma EEQITAF
#> 97 db_eEF1Ba 203 210 ALPHA_Gamma EEQITAFE
#> 98 db_eEF1Ba 204 209 ALPHA_Gamma EQITAF
#> 99 db_eEF1Ba 205 209 ALPHA_Gamma QITAF
#> 100 db_eEF1Ba 209 216 ALPHA_Gamma FEDYVQSM
#> 101 db_eEF1Ba 210 216 ALPHA_Gamma EDYVQSM
#> 102 db_eEF1Ba 210 217 ALPHA_Gamma EDYVQSMD
#> 103 db_eEF1Ba 210 218 ALPHA_Gamma EDYVQSMDV
#> 104 db_eEF1Ba 211 216 ALPHA_Gamma DYVQSM
#> 105 db_eEF1Ba 212 217 ALPHA_Gamma YVQSMD
#> 106 db_eEF1Ba 217 221 ALPHA_Gamma DVAAF
#> 107 db_eEF1Ba 1 11 ALPHA_beta_gamma GFGDLKSPAGL
#> 108 db_eEF1Ba 2 11 ALPHA_beta_gamma FGDLKSPAGL
#> 109 db_eEF1Ba 3 11 ALPHA_beta_gamma GDLKSPAGL
#> 110 db_eEF1Ba 5 10 ALPHA_beta_gamma LKSPAG
#> 111 db_eEF1Ba 5 11 ALPHA_beta_gamma LKSPAGL
#> 112 db_eEF1Ba 9 14 ALPHA_beta_gamma AGLQVL
#> 113 db_eEF1Ba 12 16 ALPHA_beta_gamma QVLND
#> 114 db_eEF1Ba 12 17 ALPHA_beta_gamma QVLNDY
#> 115 db_eEF1Ba 15 20 ALPHA_beta_gamma NDYLAD
#> 116 db_eEF1Ba 15 21 ALPHA_beta_gamma NDYLADK
#> 117 db_eEF1Ba 17 22 ALPHA_beta_gamma YLADKS
#> 118 db_eEF1Ba 17 23 ALPHA_beta_gamma YLADKSY
#> 119 db_eEF1Ba 17 33 ALPHA_beta_gamma YLADKSYIEGYVPSQAD
#> 120 db_eEF1Ba 19 33 ALPHA_beta_gamma ADKSYIEGYVPSQAD
#> 121 db_eEF1Ba 21 33 ALPHA_beta_gamma KSYIEGYVPSQAD
#> 122 db_eEF1Ba 22 26 ALPHA_beta_gamma SYIEG
#> 123 db_eEF1Ba 22 33 ALPHA_beta_gamma SYIEGYVPSQAD
#> 124 db_eEF1Ba 23 33 ALPHA_beta_gamma YIEGYVPSQAD
#> 125 db_eEF1Ba 24 29 ALPHA_beta_gamma IEGYVP
#> 126 db_eEF1Ba 24 32 ALPHA_beta_gamma IEGYVPSQA
#> 127 db_eEF1Ba 24 33 ALPHA_beta_gamma IEGYVPSQAD
#> 128 db_eEF1Ba 27 33 ALPHA_beta_gamma YVPSQAD
#> 129 db_eEF1Ba 34 38 ALPHA_beta_gamma VAVFE
#> 130 db_eEF1Ba 37 47 ALPHA_beta_gamma FEAVSSPPPAD
#> 131 db_eEF1Ba 37 48 ALPHA_beta_gamma FEAVSSPPPADL
#> 132 db_eEF1Ba 37 50 ALPHA_beta_gamma FEAVSSPPPADLCH
#> 133 db_eEF1Ba 37 51 ALPHA_beta_gamma FEAVSSPPPADLCHA
#> 134 db_eEF1Ba 38 48 ALPHA_beta_gamma EAVSSPPPADL
#> 135 db_eEF1Ba 38 50 ALPHA_beta_gamma EAVSSPPPADLCH
#> 136 db_eEF1Ba 38 51 ALPHA_beta_gamma EAVSSPPPADLCHA
#> 137 db_eEF1Ba 39 48 ALPHA_beta_gamma AVSSPPPADL
#> 138 db_eEF1Ba 40 48 ALPHA_beta_gamma VSSPPPADL
#> 139 db_eEF1Ba 40 50 ALPHA_beta_gamma VSSPPPADLCH
#> 140 db_eEF1Ba 51 57 ALPHA_beta_gamma ALRWYNH
#> 141 db_eEF1Ba 52 57 ALPHA_beta_gamma LRWYNH
#> 142 db_eEF1Ba 58 73 ALPHA_beta_gamma IKSYEKEKASLPGVKK
#> 143 db_eEF1Ba 58 78 ALPHA_beta_gamma IKSYEKEKASLPGVKKALGKY
#> 144 db_eEF1Ba 64 78 ALPHA_beta_gamma EKASLPGVKKALGKY
#> 145 db_eEF1Ba 64 82 ALPHA_beta_gamma EKASLPGVKKALGKYGPAD
#> 146 db_eEF1Ba 64 84 ALPHA_beta_gamma EKASLPGVKKALGKYGPADVE
#> 147 db_eEF1Ba 66 82 ALPHA_beta_gamma ASLPGVKKALGKYGPAD
#> 148 db_eEF1Ba 74 84 ALPHA_beta_gamma ALGKYGPADVE
#> 149 db_eEF1Ba 83 102 ALPHA_beta_gamma VEDTTGSGATDSKDDDDIDL
#> 150 db_eEF1Ba 85 102 ALPHA_beta_gamma DTTGSGATDSKDDDDIDL
#> 151 db_eEF1Ba 86 102 ALPHA_beta_gamma TTGSGATDSKDDDDIDL
#> 152 db_eEF1Ba 97 102 ALPHA_beta_gamma DDDIDL
#> 153 db_eEF1Ba 102 107 ALPHA_beta_gamma LFGSDD
#> 154 db_eEF1Ba 103 107 ALPHA_beta_gamma FGSDD
#> 155 db_eEF1Ba 103 119 ALPHA_beta_gamma FGSDDEEESEEAKRLRE
#> 156 db_eEF1Ba 103 120 ALPHA_beta_gamma FGSDDEEESEEAKRLREE
#> 157 db_eEF1Ba 103 122 ALPHA_beta_gamma FGSDDEEESEEAKRLREERL
#> 158 db_eEF1Ba 107 124 ALPHA_beta_gamma DEEESEEAKRLREERLAQ
#> 159 db_eEF1Ba 108 124 ALPHA_beta_gamma EEESEEAKRLREERLAQ
#> 160 db_eEF1Ba 123 135 ALPHA_beta_gamma AQYESKKAKKPAL
#> 161 db_eEF1Ba 125 135 ALPHA_beta_gamma YESKKAKKPAL
#> 162 db_eEF1Ba 136 142 ALPHA_beta_gamma VAKSSIL
#> 163 db_eEF1Ba 136 143 ALPHA_beta_gamma VAKSSILL
#> 164 db_eEF1Ba 137 142 ALPHA_beta_gamma AKSSIL
#> 165 db_eEF1Ba 143 150 ALPHA_beta_gamma LDVKPWDD
#> 166 db_eEF1Ba 143 153 ALPHA_beta_gamma LDVKPWDDETD
#> 167 db_eEF1Ba 144 154 ALPHA_beta_gamma DVKPWDDETDM
#> 168 db_eEF1Ba 154 159 ALPHA_beta_gamma MAKLEE
#> 169 db_eEF1Ba 155 159 ALPHA_beta_gamma AKLEE
#> 170 db_eEF1Ba 160 166 ALPHA_beta_gamma CVRSIQA
#> 171 db_eEF1Ba 160 168 ALPHA_beta_gamma CVRSIQADG
#> 172 db_eEF1Ba 160 169 ALPHA_beta_gamma CVRSIQADGL
#> 173 db_eEF1Ba 160 176 ALPHA_beta_gamma CVRSIQADGLVWGSSKL
#> 174 db_eEF1Ba 161 169 ALPHA_beta_gamma VRSIQADGL
#> 175 db_eEF1Ba 161 176 ALPHA_beta_gamma VRSIQADGLVWGSSKL
#> 176 db_eEF1Ba 163 169 ALPHA_beta_gamma SIQADGL
#> 177 db_eEF1Ba 163 176 ALPHA_beta_gamma SIQADGLVWGSSKL
#> 178 db_eEF1Ba 163 190 ALPHA_beta_gamma SIQADGLVWGSSKLVPVGYGIKKLQIQC
#> 179 db_eEF1Ba 166 185 ALPHA_beta_gamma ADGLVWGSSKLVPVGYGIKK
#> 180 db_eEF1Ba 167 174 ALPHA_beta_gamma DGLVWGSS
#> 181 db_eEF1Ba 167 176 ALPHA_beta_gamma DGLVWGSSKL
#> 182 db_eEF1Ba 167 181 ALPHA_beta_gamma DGLVWGSSKLVPVGY
#> 183 db_eEF1Ba 167 182 ALPHA_beta_gamma DGLVWGSSKLVPVGYG
#> 184 db_eEF1Ba 169 181 ALPHA_beta_gamma LVWGSSKLVPVGY
#> 185 db_eEF1Ba 175 190 ALPHA_beta_gamma KLVPVGYGIKKLQIQC
#> 186 db_eEF1Ba 177 190 ALPHA_beta_gamma VPVGYGIKKLQIQC
#> 187 db_eEF1Ba 185 190 ALPHA_beta_gamma KLQIQC
#> 188 db_eEF1Ba 190 201 ALPHA_beta_gamma CVVEDDKVGTDM
#> 189 db_eEF1Ba 190 202 ALPHA_beta_gamma CVVEDDKVGTDML
#> 190 db_eEF1Ba 191 201 ALPHA_beta_gamma VVEDDKVGTDM
#> 191 db_eEF1Ba 191 202 ALPHA_beta_gamma VVEDDKVGTDML
#> 192 db_eEF1Ba 191 203 ALPHA_beta_gamma VVEDDKVGTDMLE
#> 193 db_eEF1Ba 194 201 ALPHA_beta_gamma DDKVGTDM
#> 194 db_eEF1Ba 194 202 ALPHA_beta_gamma DDKVGTDML
#> 195 db_eEF1Ba 195 201 ALPHA_beta_gamma DKVGTDM
#> 196 db_eEF1Ba 195 202 ALPHA_beta_gamma DKVGTDML
#> 197 db_eEF1Ba 197 202 ALPHA_beta_gamma VGTDML
#> 198 db_eEF1Ba 202 207 ALPHA_beta_gamma LEEQIT
#> 199 db_eEF1Ba 202 208 ALPHA_beta_gamma LEEQITA
#> 200 db_eEF1Ba 202 209 ALPHA_beta_gamma LEEQITAF
#> 201 db_eEF1Ba 203 208 ALPHA_beta_gamma EEQITA
#> 202 db_eEF1Ba 203 209 ALPHA_beta_gamma EEQITAF
#> 203 db_eEF1Ba 203 210 ALPHA_beta_gamma EEQITAFE
#> 204 db_eEF1Ba 204 209 ALPHA_beta_gamma EQITAF
#> 205 db_eEF1Ba 205 209 ALPHA_beta_gamma QITAF
#> 206 db_eEF1Ba 209 216 ALPHA_beta_gamma FEDYVQSM
#> 207 db_eEF1Ba 210 216 ALPHA_beta_gamma EDYVQSM
#> 208 db_eEF1Ba 210 217 ALPHA_beta_gamma EDYVQSMD
#> 209 db_eEF1Ba 210 218 ALPHA_beta_gamma EDYVQSMDV
#> 210 db_eEF1Ba 211 216 ALPHA_beta_gamma DYVQSM
#> 211 db_eEF1Ba 212 217 ALPHA_beta_gamma YVQSMD
#> 212 db_eEF1Ba 217 221 ALPHA_beta_gamma DVAAF
#> 213 db_eEF1Ba 1 11 Alpha_KSCN GFGDLKSPAGL
#> 214 db_eEF1Ba 2 11 Alpha_KSCN FGDLKSPAGL
#> 215 db_eEF1Ba 3 11 Alpha_KSCN GDLKSPAGL
#> 216 db_eEF1Ba 5 10 Alpha_KSCN LKSPAG
#> 217 db_eEF1Ba 5 11 Alpha_KSCN LKSPAGL
#> 218 db_eEF1Ba 9 14 Alpha_KSCN AGLQVL
#> 219 db_eEF1Ba 12 16 Alpha_KSCN QVLND
#> 220 db_eEF1Ba 12 17 Alpha_KSCN QVLNDY
#> 221 db_eEF1Ba 15 20 Alpha_KSCN NDYLAD
#> 222 db_eEF1Ba 15 21 Alpha_KSCN NDYLADK
#> 223 db_eEF1Ba 17 22 Alpha_KSCN YLADKS
#> 224 db_eEF1Ba 17 23 Alpha_KSCN YLADKSY
#> 225 db_eEF1Ba 17 33 Alpha_KSCN YLADKSYIEGYVPSQAD
#> 226 db_eEF1Ba 19 33 Alpha_KSCN ADKSYIEGYVPSQAD
#> 227 db_eEF1Ba 21 33 Alpha_KSCN KSYIEGYVPSQAD
#> 228 db_eEF1Ba 22 26 Alpha_KSCN SYIEG
#> 229 db_eEF1Ba 22 33 Alpha_KSCN SYIEGYVPSQAD
#> 230 db_eEF1Ba 23 33 Alpha_KSCN YIEGYVPSQAD
#> 231 db_eEF1Ba 24 29 Alpha_KSCN IEGYVP
#> 232 db_eEF1Ba 24 32 Alpha_KSCN IEGYVPSQA
#> 233 db_eEF1Ba 24 33 Alpha_KSCN IEGYVPSQAD
#> 234 db_eEF1Ba 27 33 Alpha_KSCN YVPSQAD
#> 235 db_eEF1Ba 34 38 Alpha_KSCN VAVFE
#> 236 db_eEF1Ba 37 47 Alpha_KSCN FEAVSSPPPAD
#> 237 db_eEF1Ba 37 48 Alpha_KSCN FEAVSSPPPADL
#> 238 db_eEF1Ba 37 50 Alpha_KSCN FEAVSSPPPADLCH
#> 239 db_eEF1Ba 37 51 Alpha_KSCN FEAVSSPPPADLCHA
#> 240 db_eEF1Ba 38 48 Alpha_KSCN EAVSSPPPADL
#> 241 db_eEF1Ba 38 50 Alpha_KSCN EAVSSPPPADLCH
#> 242 db_eEF1Ba 38 51 Alpha_KSCN EAVSSPPPADLCHA
#> 243 db_eEF1Ba 39 48 Alpha_KSCN AVSSPPPADL
#> 244 db_eEF1Ba 40 48 Alpha_KSCN VSSPPPADL
#> 245 db_eEF1Ba 40 50 Alpha_KSCN VSSPPPADLCH
#> 246 db_eEF1Ba 51 57 Alpha_KSCN ALRWYNH
#> 247 db_eEF1Ba 52 57 Alpha_KSCN LRWYNH
#> 248 db_eEF1Ba 58 73 Alpha_KSCN IKSYEKEKASLPGVKK
#> 249 db_eEF1Ba 58 78 Alpha_KSCN IKSYEKEKASLPGVKKALGKY
#> 250 db_eEF1Ba 64 78 Alpha_KSCN EKASLPGVKKALGKY
#> 251 db_eEF1Ba 64 82 Alpha_KSCN EKASLPGVKKALGKYGPAD
#> 252 db_eEF1Ba 64 84 Alpha_KSCN EKASLPGVKKALGKYGPADVE
#> 253 db_eEF1Ba 66 82 Alpha_KSCN ASLPGVKKALGKYGPAD
#> 254 db_eEF1Ba 74 84 Alpha_KSCN ALGKYGPADVE
#> 255 db_eEF1Ba 83 102 Alpha_KSCN VEDTTGSGATDSKDDDDIDL
#> 256 db_eEF1Ba 85 102 Alpha_KSCN DTTGSGATDSKDDDDIDL
#> 257 db_eEF1Ba 86 102 Alpha_KSCN TTGSGATDSKDDDDIDL
#> 258 db_eEF1Ba 97 102 Alpha_KSCN DDDIDL
#> 259 db_eEF1Ba 102 107 Alpha_KSCN LFGSDD
#> 260 db_eEF1Ba 103 107 Alpha_KSCN FGSDD
#> 261 db_eEF1Ba 103 119 Alpha_KSCN FGSDDEEESEEAKRLRE
#> 262 db_eEF1Ba 103 120 Alpha_KSCN FGSDDEEESEEAKRLREE
#> 263 db_eEF1Ba 103 122 Alpha_KSCN FGSDDEEESEEAKRLREERL
#> 264 db_eEF1Ba 107 124 Alpha_KSCN DEEESEEAKRLREERLAQ
#> 265 db_eEF1Ba 108 124 Alpha_KSCN EEESEEAKRLREERLAQ
#> 266 db_eEF1Ba 123 135 Alpha_KSCN AQYESKKAKKPAL
#> 267 db_eEF1Ba 125 135 Alpha_KSCN YESKKAKKPAL
#> 268 db_eEF1Ba 136 142 Alpha_KSCN VAKSSIL
#> 269 db_eEF1Ba 136 143 Alpha_KSCN VAKSSILL
#> 270 db_eEF1Ba 137 142 Alpha_KSCN AKSSIL
#> 271 db_eEF1Ba 143 150 Alpha_KSCN LDVKPWDD
#> 272 db_eEF1Ba 143 153 Alpha_KSCN LDVKPWDDETD
#> 273 db_eEF1Ba 144 154 Alpha_KSCN DVKPWDDETDM
#> 274 db_eEF1Ba 154 159 Alpha_KSCN MAKLEE
#> 275 db_eEF1Ba 155 159 Alpha_KSCN AKLEE
#> 276 db_eEF1Ba 160 166 Alpha_KSCN CVRSIQA
#> 277 db_eEF1Ba 160 168 Alpha_KSCN CVRSIQADG
#> 278 db_eEF1Ba 160 169 Alpha_KSCN CVRSIQADGL
#> 279 db_eEF1Ba 160 176 Alpha_KSCN CVRSIQADGLVWGSSKL
#> 280 db_eEF1Ba 161 169 Alpha_KSCN VRSIQADGL
#> 281 db_eEF1Ba 161 176 Alpha_KSCN VRSIQADGLVWGSSKL
#> 282 db_eEF1Ba 163 169 Alpha_KSCN SIQADGL
#> 283 db_eEF1Ba 163 176 Alpha_KSCN SIQADGLVWGSSKL
#> 284 db_eEF1Ba 163 190 Alpha_KSCN SIQADGLVWGSSKLVPVGYGIKKLQIQC
#> 285 db_eEF1Ba 166 185 Alpha_KSCN ADGLVWGSSKLVPVGYGIKK
#> 286 db_eEF1Ba 167 174 Alpha_KSCN DGLVWGSS
#> 287 db_eEF1Ba 167 176 Alpha_KSCN DGLVWGSSKL
#> 288 db_eEF1Ba 167 181 Alpha_KSCN DGLVWGSSKLVPVGY
#> 289 db_eEF1Ba 167 182 Alpha_KSCN DGLVWGSSKLVPVGYG
#> 290 db_eEF1Ba 169 181 Alpha_KSCN LVWGSSKLVPVGY
#> 291 db_eEF1Ba 175 190 Alpha_KSCN KLVPVGYGIKKLQIQC
#> 292 db_eEF1Ba 177 190 Alpha_KSCN VPVGYGIKKLQIQC
#> 293 db_eEF1Ba 185 190 Alpha_KSCN KLQIQC
#> 294 db_eEF1Ba 190 201 Alpha_KSCN CVVEDDKVGTDM
#> 295 db_eEF1Ba 190 202 Alpha_KSCN CVVEDDKVGTDML
#> 296 db_eEF1Ba 191 201 Alpha_KSCN VVEDDKVGTDM
#> 297 db_eEF1Ba 191 202 Alpha_KSCN VVEDDKVGTDML
#> 298 db_eEF1Ba 191 203 Alpha_KSCN VVEDDKVGTDMLE
#> 299 db_eEF1Ba 194 201 Alpha_KSCN DDKVGTDM
#> 300 db_eEF1Ba 194 202 Alpha_KSCN DDKVGTDML
#> 301 db_eEF1Ba 195 201 Alpha_KSCN DKVGTDM
#> 302 db_eEF1Ba 195 202 Alpha_KSCN DKVGTDML
#> 303 db_eEF1Ba 197 202 Alpha_KSCN VGTDML
#> 304 db_eEF1Ba 202 207 Alpha_KSCN LEEQIT
#> 305 db_eEF1Ba 202 208 Alpha_KSCN LEEQITA
#> 306 db_eEF1Ba 202 209 Alpha_KSCN LEEQITAF
#> 307 db_eEF1Ba 203 208 Alpha_KSCN EEQITA
#> 308 db_eEF1Ba 203 209 Alpha_KSCN EEQITAF
#> 309 db_eEF1Ba 203 210 Alpha_KSCN EEQITAFE
#> 310 db_eEF1Ba 204 209 Alpha_KSCN EQITAF
#> 311 db_eEF1Ba 205 209 Alpha_KSCN QITAF
#> 312 db_eEF1Ba 209 216 Alpha_KSCN FEDYVQSM
#> 313 db_eEF1Ba 210 216 Alpha_KSCN EDYVQSM
#> 314 db_eEF1Ba 210 217 Alpha_KSCN EDYVQSMD
#> 315 db_eEF1Ba 210 218 Alpha_KSCN EDYVQSMDV
#> 316 db_eEF1Ba 211 216 Alpha_KSCN DYVQSM
#> 317 db_eEF1Ba 212 217 Alpha_KSCN YVQSMD
#> 318 db_eEF1Ba 217 221 Alpha_KSCN DVAAF
#> Modification Back Exchange U(Back Exchange)
#> 1 NA 36.4861 0.4655
#> 2 NA 40.9922 0.3693
#> 3 NA 34.8275 0.4206
#> 4 NA 41.2116 0.1296
#> 5 NA 40.8919 0.0632
#> 6 NA 37.0624 0.9176
#> 7 NA 54.5413 0.8787
#> 8 NA 46.3509 0.8778
#> 9 NA 50.5526 1.0708
#> 10 NA 39.5726 0.7446
#> 11 NA 46.2092 0.2797
#> 12 NA 41.3753 0.2330
#> 13 NA 26.7940 0.1101
#> 14 NA 25.5058 0.3086
#> 15 NA 25.5193 0.1945
#> 16 NA 53.8849 0.6817
#> 17 NA 25.6103 0.2567
#> 18 NA 29.1670 0.2753
#> 19 NA 51.4743 0.4081
#> 20 NA 34.4888 0.4827
#> 21 NA 31.5210 0.5974
#> 22 NA 29.8030 0.4831
#> 23 NA 41.4388 0.6192
#> 24 NA 38.0642 2.9399
#> 25 NA 31.7031 0.1732
#> 26 NA 30.6610 0.3333
#> 27 NA 33.2221 0.3682
#> 28 NA 32.2251 0.2387
#> 29 NA 26.9059 0.7751
#> 30 NA 32.1377 0.7325
#> 31 NA 34.4780 1.1608
#> 32 NA 42.0861 1.3007
#> 33 NA 31.4615 0.7181
#> 34 NA 39.9992 0.4335
#> 35 NA 52.2586 0.6106
#> 36 NA 27.0786 0.1558
#> 37 NA 24.4167 0.3433
#> 38 NA 20.7986 0.4848
#> 39 NA 20.2550 0.6968
#> 40 NA 19.1513 0.2581
#> 41 NA 21.0033 0.1207
#> 42 NA 31.0251 0.2186
#> 43 NA 43.9883 0.4634
#> 44 NA 45.0344 0.5173
#> 45 NA 45.4443 0.4733
#> 46 NA 65.0974 0.5980
#> 47 NA 64.5473 0.5825
#> 48 NA 66.7343 0.9430
#> 49 NA 32.0433 0.0662
#> 50 NA 31.3581 0.0771
#> 51 NA 28.9969 0.1328
#> 52 NA 16.8651 0.9562
#> 53 NA 18.7566 0.2053
#> 54 NA 29.9975 0.1496
#> 55 NA 34.8816 0.5012
#> 56 NA 39.3367 0.5512
#> 57 NA 37.3280 0.2265
#> 58 NA 38.4567 0.8917
#> 59 NA 47.0364 0.6255
#> 60 NA 43.2291 0.5151
#> 61 NA 44.1019 0.1892
#> 62 NA 39.8730 0.6829
#> 63 NA 47.8659 0.2726
#> 64 NA 33.9471 0.4415
#> 65 NA 30.4954 0.6171
#> 66 NA 31.0462 0.6598
#> 67 NA 28.1317 0.3403
#> 68 NA 36.4332 0.4436
#> 69 NA 30.2901 0.6898
#> 70 NA 44.0390 0.3108
#> 71 NA 30.8809 0.6384
#> 72 NA 20.4229 0.2136
#> 73 NA 24.4382 1.1966
#> 74 NA 44.0198 0.4047
#> 75 NA 36.7373 0.4069
#> 76 NA 28.4743 0.6565
#> 77 NA 26.6308 0.5157
#> 78 NA 29.5424 0.2539
#> 79 NA 18.0009 0.2861
#> 80 NA 12.2096 0.3563
#> 81 NA 35.7168 0.4430
#> 82 NA 38.4239 0.2136
#> 83 NA 38.4115 0.2744
#> 84 NA 42.3270 0.0568
#> 85 NA 41.1723 0.2623
#> 86 NA 39.4477 0.5798
#> 87 NA 42.6226 0.6310
#> 88 NA 38.8885 0.2259
#> 89 NA 44.8278 0.0261
#> 90 NA 39.8822 0.0803
#> 91 NA 46.2820 0.3240
#> 92 NA 42.0999 0.3633
#> 93 NA 35.3827 0.1893
#> 94 NA 34.2668 0.2742
#> 95 NA 42.9946 0.3480
#> 96 NA 38.8040 0.4344
#> 97 NA 34.4258 0.1294
#> 98 NA 42.5975 0.1747
#> 99 NA 50.6013 0.2227
#> 100 NA 40.0627 0.0992
#> 101 NA 41.3810 0.3836
#> 102 NA 38.2956 0.1852
#> 103 NA 35.8450 0.1398
#> 104 NA 43.3577 0.2247
#> 105 NA 46.4065 1.3154
#> 106 NA 58.4776 0.1457
#> 107 NA 36.7937 0.4900
#> 108 NA 40.9922 0.3693
#> 109 NA 34.8275 0.4206
#> 110 NA 41.2116 0.1296
#> 111 NA 40.8919 0.0632
#> 112 NA 37.0624 0.9176
#> 113 NA 54.5413 0.8787
#> 114 NA 46.3509 0.8778
#> 115 NA 50.5526 1.0708
#> 116 NA 39.5726 0.7446
#> 117 NA 46.2092 0.2797
#> 118 NA 41.3753 0.2330
#> 119 NA 26.7940 0.1101
#> 120 NA 25.5058 0.3086
#> 121 NA 25.5193 0.1945
#> 122 NA 53.8849 0.6817
#> 123 NA 25.6103 0.2567
#> 124 NA 29.1670 0.2753
#> 125 NA 51.4743 0.4081
#> 126 NA 34.4888 0.4827
#> 127 NA 31.2918 0.4219
#> 128 NA 29.8030 0.4831
#> 129 NA 41.4388 0.6192
#> 130 NA 36.9275 1.8919
#> 131 NA 31.7031 0.1732
#> 132 NA 30.6610 0.3333
#> 133 NA 33.2221 0.3682
#> 134 NA 32.2251 0.2387
#> 135 NA 26.9059 0.7751
#> 136 NA 32.1377 0.7325
#> 137 NA 34.4780 1.1608
#> 138 NA 42.0861 1.3007
#> 139 NA 31.4615 0.7181
#> 140 NA 39.9992 0.4335
#> 141 NA 52.2586 0.6106
#> 142 NA 26.7927 0.1309
#> 143 NA 24.9232 0.1590
#> 144 NA 21.0400 0.5252
#> 145 NA 20.1607 0.7095
#> 146 NA 19.3112 0.1754
#> 147 NA 20.7101 0.0815
#> 148 NA 31.0591 0.2760
#> 149 NA 43.9883 0.4634
#> 150 NA 45.0878 0.4803
#> 151 NA 45.4443 0.4733
#> 152 NA 65.0974 0.5980
#> 153 NA 64.5473 0.5825
#> 154 NA 66.7343 0.9430
#> 155 NA 32.4607 0.3312
#> 156 NA 31.3671 0.0912
#> 157 NA 28.9969 0.1328
#> 158 NA 16.2927 0.1863
#> 159 NA 18.7717 0.2322
#> 160 NA 29.9975 0.1496
#> 161 NA 34.9901 0.6073
#> 162 NA 39.3367 0.5512
#> 163 NA 37.3280 0.2265
#> 164 NA 38.4567 0.8917
#> 165 NA 47.0551 0.7330
#> 166 NA 43.2421 0.5213
#> 167 NA 44.1019 0.1892
#> 168 NA 39.8730 0.6829
#> 169 NA 47.8659 0.2726
#> 170 NA 33.9317 0.4670
#> 171 NA 30.4954 0.6171
#> 172 NA 31.0462 0.6598
#> 173 NA 28.1317 0.3403
#> 174 NA 36.4332 0.4436
#> 175 NA 30.2901 0.6898
#> 176 NA 44.0390 0.3108
#> 177 NA 30.8809 0.6384
#> 178 NA 20.4275 0.2957
#> 179 NA 23.8361 0.4965
#> 180 NA 44.0198 0.4047
#> 181 NA 36.6482 0.4649
#> 182 NA 28.4743 0.6565
#> 183 NA 26.6308 0.5157
#> 184 NA 29.5424 0.2539
#> 185 NA 17.6742 0.3394
#> 186 NA 12.2096 0.3563
#> 187 NA 35.7168 0.4430
#> 188 NA 38.3979 0.2497
#> 189 NA 38.4115 0.2744
#> 190 NA 42.3270 0.0568
#> 191 NA 41.1723 0.2623
#> 192 NA 39.4477 0.5798
#> 193 NA 42.6226 0.6310
#> 194 NA 38.8885 0.2259
#> 195 NA 44.8192 0.3182
#> 196 NA 39.8822 0.0803
#> 197 NA 46.2820 0.3240
#> 198 NA 42.0999 0.3633
#> 199 NA 35.3827 0.1893
#> 200 NA 34.2668 0.2742
#> 201 NA 42.9946 0.3480
#> 202 NA 38.6098 0.4503
#> 203 NA 34.4258 0.1294
#> 204 NA 42.5975 0.1747
#> 205 NA 50.6013 0.2227
#> 206 NA 40.0627 0.0992
#> 207 NA 41.2375 0.4133
#> 208 NA 38.2956 0.1852
#> 209 NA 35.8450 0.1398
#> 210 NA 43.3577 0.2247
#> 211 NA 46.4065 1.3154
#> 212 NA 58.4776 0.1457
#> 213 NA 36.4861 0.4655
#> 214 NA 40.9922 0.3693
#> 215 NA 34.8275 0.4206
#> 216 NA 41.2116 0.1296
#> 217 NA 40.8919 0.0632
#> 218 NA 37.0624 0.9176
#> 219 NA 54.5413 0.8787
#> 220 NA 46.3509 0.8778
#> 221 NA 50.5526 1.0708
#> 222 NA 39.7247 0.7897
#> 223 NA 46.2092 0.2797
#> 224 NA 41.3753 0.2330
#> 225 NA 26.7940 0.1101
#> 226 NA 25.5727 0.3123
#> 227 NA 25.5193 0.1945
#> 228 NA 53.8849 0.6817
#> 229 NA 25.6103 0.2567
#> 230 NA 29.1670 0.2753
#> 231 NA 51.4743 0.4081
#> 232 NA 34.4888 0.4827
#> 233 NA 31.2558 0.3993
#> 234 NA 29.8030 0.4831
#> 235 NA 41.4388 0.6192
#> 236 NA 38.5624 1.7484
#> 237 NA 31.7031 0.1732
#> 238 NA 30.6610 0.3333
#> 239 NA 33.2221 0.3682
#> 240 NA 32.2251 0.2387
#> 241 NA 26.9202 0.7759
#> 242 NA 32.2061 0.7904
#> 243 NA 34.4780 1.1608
#> 244 NA 42.9554 1.1589
#> 245 NA 31.4615 0.7181
#> 246 NA 39.9992 0.4335
#> 247 NA 52.2586 0.6106
#> 248 NA 27.1259 0.1417
#> 249 NA 24.1889 0.3840
#> 250 NA 21.0866 0.4474
#> 251 NA 20.6024 1.0256
#> 252 NA 19.1533 0.2564
#> 253 NA 21.0033 0.1207
#> 254 NA 31.0591 0.2760
#> 255 NA 43.9883 0.4634
#> 256 NA 45.0878 0.4803
#> 257 NA 45.4443 0.4733
#> 258 NA 65.0974 0.5980
#> 259 NA 64.5473 0.5825
#> 260 NA 66.7343 0.9430
#> 261 NA 31.9331 0.1682
#> 262 NA 31.3844 0.1518
#> 263 NA 28.9969 0.1328
#> 264 NA 16.8651 0.9562
#> 265 NA 18.7389 0.2005
#> 266 NA 29.9975 0.1496
#> 267 NA 34.8193 0.4407
#> 268 NA 39.3367 0.5512
#> 269 NA 37.3280 0.2265
#> 270 NA 38.4567 0.8917
#> 271 NA 47.0364 0.6255
#> 272 NA 43.2834 0.3988
#> 273 NA 44.1019 0.1892
#> 274 NA 39.8730 0.6829
#> 275 NA 47.8659 0.2726
#> 276 NA 33.9471 0.4415
#> 277 NA 30.4954 0.6171
#> 278 NA 31.0462 0.6598
#> 279 NA 28.1317 0.3403
#> 280 NA 36.5020 0.3978
#> 281 NA 30.2901 0.6898
#> 282 NA 44.0390 0.3108
#> 283 NA 30.9054 0.6526
#> 284 NA 20.5056 0.1510
#> 285 NA 23.6970 0.4209
#> 286 NA 44.0198 0.4047
#> 287 NA 36.7373 0.4069
#> 288 NA 28.4743 0.6565
#> 289 NA 26.6308 0.5157
#> 290 NA 29.5424 0.2539
#> 291 NA 17.9030 0.3227
#> 292 NA 12.2096 0.3563
#> 293 NA 35.8539 0.3830
#> 294 NA 38.3979 0.2497
#> 295 NA 38.4115 0.2744
#> 296 NA 42.3270 0.0568
#> 297 NA 41.1637 0.2709
#> 298 NA 39.4477 0.5798
#> 299 NA 42.6226 0.6310
#> 300 NA 38.8885 0.2259
#> 301 NA 44.8278 0.0261
#> 302 NA 39.8822 0.0803
#> 303 NA 46.2820 0.3240
#> 304 NA 42.0999 0.3633
#> 305 NA 36.1731 1.0347
#> 306 NA 34.2668 0.2742
#> 307 NA 42.9946 0.3480
#> 308 NA 38.8040 0.4344
#> 309 NA 34.9020 0.7375
#> 310 NA 42.5975 0.1747
#> 311 NA 50.6013 0.2227
#> 312 NA 40.0627 0.0992
#> 313 NA 41.3810 0.3836
#> 314 NA 38.2956 0.1852
#> 315 NA 35.8450 0.1398
#> 316 NA 43.3577 0.2247
#> 317 NA 47.3981 0.5319
#> 318 NA 58.4776 0.1457