Stanford University HIV Drug Resistance Database - A curated public database designed to represent, store, and analyze the divergent forms of data underlying HIV drug resistance.

PI Mutation Pattern & Susceptibility

1942 patterns of major drug resistance mutations (defined here) from 285947 clinical isolates obtained from 271972 persons infected with HIV-1 Group M virus are arranged in decreasing prevalence in the table (updated on 2025-9-10). Sequences containing a mixture at one of the major drug resistance positions were excluded from the table. For each pattern, drug susceptibility data on isolates matching the specific mutation pattern is shown on the left side. The analysis was originally published in Rhee et al. 2004. The data was described in Rhee et al. 2010.

The number of sequences with each pattern is indicated, as well as the median fold resistance, as assayed by the ViroLogic PhenoSense assay, to each of several individual members of the selected drug class. Subscripts indicate the number of sequences assayed for resistance to the designated drug.The number of sequences with each pattern is indicated, as well as the median fold resistance, as assayed by the ViroLogic PhenoSense assay, to each of several individual members of the selected drug class. Subscripts indicate the number of sequences assayed for resistance to the designated drug. The Q1 and Q3 indicate the first and third quartile.

Mutation PatternsATVLPVDRV
foldnQ1Q3foldnQ1Q3foldnQ1Q3
32I,46L,47V,54M,84V,90M7001  5001  2001  
32I,46I,47V,82A,90M7001  5001  441  
46L,48V,54V,82S,90M7001  5001  3.11  
46L,48V,54T,82A,90M7001  2631  101  
48M,54V,82A,84V7001  1301  241  
32I,54L,82L,84V,90M7001  931  5001  
32I,46I,82A,84V,90M7001  831  531  
46I,54M,84A7001  591     
46L,54V,84V5042  1132  251  
46I,54V,84A4772  632     
46L,54M,84V,90M3952  703572853142  
46I,48V,54T,82A,84V3751  2311     
48V,54T,82A,84V3572  852  141  
46L,54V,82T,84V,90M3552  1102  0.91  
32I,46I,47V,54V,84V,90M3471  5001  1141  
48V,54A,82A,90M3361  2601     
46I,54L,82A,90M3111  2921     
46I,54V,88G,90M2802  20631432617.71  
46I,54V,88S,90M2651  561  21  
32I,46I,54L,84V,90M2582  862  2042  
54A,82A,90M2421  1083103172   
46I,54V,90M2281  611  5.61  
32I,46L,54V,82A,84V2061  1161  271  
32I,46I,54M,84V,90M2041  981  1171  
32I,46I,47V,54L,84V,90M20089731220082004253306200490
46L,54L,82A,84V,90M2001  2001  2561  
32I,54L,82A,84V,90M2001  2001  2001  
32I,46I,47V,84V,90M2001  2001  941  
48M,50V,54A,82A2001  2001  331  
46L,54V,82C,84V,90M2001  2001  281  
32I,46I,84V,90M200316320066422125361  
32I,54L,84V,90M20072002356075668200549334
32I,46L,54V,82A,90M1912  1022     
54V,82L,84V,90M1902  612  152  
32I,46I,47V,82T,90M1871  1391     
54V,82T,84V,90M1871  981     
48A,54V,82A1851  1321  1.71  
54L,82A,84V,90M1801  801  221  
30N,46I,54L,84V,90M1781  781     
46I,82F,84V1721  2561     
32I,46I,47V,54M,76V,84V1671  2001  2001  
46L,48V,54V,82A1611  1261  1.41  
32I,46I,47V,50L,82T,90M1611  81  0.71  
32I,47V,90M1571  5001  2001  
46I,54V,84V,90M155177421372264611312147.116
46L,50L,82M,90M1441  51  3.31  
48L,54V,82A,90M1431  1161     
46I,50L,54V,82A,90M1422  132  1.71  
48M,54V,82A,90M1411  2502     
32I,46I,54M,82A,90M14031051615634566342  
48V,50V,54A,82A,90M1342  4072  141  
54A,82A1331  1361     
32I,47V,54M,84V,90M1321  2001  4341  
46I,54V,82T,84V,90M132784219968751445.134.310
46I,54V,82L,90M1302  452  5.72  
48V,54S,82A1282  11731021223.932.64.3
46I,47V,54V,84V,90M12548817215441151821331214
32I,46I,47V,50L,82A1231  111  1.71  
46I,82A,84V,90M1221  481     
54V,84V1201  1091     
46I,54L,82A1181  621  8.21  
32I,46L,54L,84V,90M1175109200875711172005200239
46I,54V,82T,84V116418239745291004.51  
32I,46I,54L,82A,90M1162  532  9.61  
48V,50V,54S,82A1121  3241     
32I,46I,47V,50L1122  4.62  1.22  
32I,54V,84V,90M111310815665339283120361130
46I,48V,54S,82A1101  1391  21  
30N,54V,84V1101  351  2.81  
46I,48V,54T,82A,90M1051  491     
30N,54V,82A,90M1052  982  1.61  
46I,54S,82A,90M1011  1481     
46I,48V,50V,54S,82A1004861115003450500391  
30N,84V,90M9849210629423307.21  
32I,46I,47V,54M,84V,90M9174611118971243502455200500
32I,46I,47V,54L,82T,90M911  1191  901  
46L,54V,84V,90M90115717910311671681368.815
32I,46I,47V,54L,90M891  711  481  
54V,84V,90M861143155551242808.1116.311
32I,46L,54L,82A,84V861  491  461  
46L,48V,54V,82A,84V8547611210649510851  
46L,54V,82C,90M831  1182  211  
48M,54S,82A832  1292  2.41  
46I,54M,84V,90M821  702     
32I,54V,90M79375100192  112  
46I,54V,84V7856385909391031531029
46I,50L,90M781  11  0.61  
48V,54T,82A77657147456346812  
46I,50L,54V,82A761  3.61     
32I,47V,54M,90M762  1302     
32I,46I,47V,54V,82T,90M751  1391  221  
48V,54T,82T751  461     
46I,54M,90M751  282  271  
46L,54M,82A,90M742  982  3.51  
46I,54L,84V,90M742  482  212  
54L,82A732  372     
46L,54V,82A,84V,90M7255917788833139122  
54V,90M721  282  2.11  
32I,46I,54V,76V,82T,90M701  2481     
48V,54V,82A,84V702  802  2.51  
32I,46I,54V,76V,82A,90M682  2252     
46I,47V,54M,84V,90M682  872  312  
88S,90M671  102     
48V,50V,54T,82A672  2742     
46L,50L,82A674251296.2449.62.540.74.6
46I,48V,54T,82A662  592     
46I,54A,82A,90M651  751     
46I,54A,82A631  2001  1.81  
46I,54V,82F,90M6252372899672001148.816
32I,54V,82T,90M621  321     
32I,84V,90M611  101  131  
54M,88S611  3.41  1.91  
46L,54V,82T,90M604479871471753.332.94.5
54V,82A,84V,90M591  52439753.71  
32I,46I,54M,90M592  132     
46I,54V,82A,84V,90M58343771194622109.72  
46I,47V,54V,82C,90M581  1161     
46L,48V,54S,82A571  1051     
32I,46I,47V,54M,84V561  1301     
32I,46I,54V,76V,84V,90M551  2001  5081  
46L,48M,54S,82A542  912     
32I,46I,47V,54M,82T,90M5443713620641203406244684
46L,54V,82T,84V531  591  5.61  
32I,46I,47V,54M,82A,90M5363660200620020079644339
46I,54V,82S521  911     
32I,46I,84V521  141  221  
46I,84A52345581451014   
30N,46L,54V,82A,90M511  971  1.11  
30N,54L,84V,90M501  281  511  
46I,48V,50V,54T,82A491  5001  541  
46I,54M,84V492  492  282  
46I,50L,82A,90M491  2.11  0.81  
46L,82A,84V,90M492  312  151  
32I,46I,47V,82A481  552  5.11  
46I,50V,54V,90M471  941  301  
54L,76V,84V,90M461  1351  451  
32I,46L,47V,54M,90M461  701     
46I,50V,54V,82A,90M451  2521  151  
32I,46I,82A,84V451  191  121  
30N,46I,54V,82A441  5001  7.81  
46I,82A431  451     
48V,50V,54A,82T432  3092  2.21  
32I,54V,82A,90M421  211  3.11  
46I,54V,82M422  652  271  
32I,46I,47V,84V402  772  251  
46I,47V,54V,84V392  8047788   
46L,54L,84V,90M381  292  521  
54M,84V,90M382  232  7.22  
46I,47A,84V,90M371  5001  351  
30N,54L,90M36412661438.418161  
46I,54V,82A,84V362  992     
54V,82F,90M3649.266685391126.32  
30N,46L,54L351  4.61  1.71  
30N,84V352  111     
32I,46L,54M,84V341  491  1461  
30N,46L,54V,90M343295815311294.82  
46I,47V,90M342  9.12  232  
32I,54L,90M341  8.31     
46I,54L,90M331  201  5.41  
46L,54V,82A,84V3310111864111242061831037
46L,54V,82A31151845482324841.7812.4
54V,82A,84V315123843724454.32  
46I,54V,82T,90M3142161386351701.131.11.1
46I,84V,88S311        
32I,46I,47V,54L,82A,90M29326412135198223   
46I,54V,82C,90M291  1441  2.41  
48V,50V,54V,82A,90M281  2001  161  
54L,82F,90M281  611  181  
50L,82M281  1.91  11  
32I,54L,82T,90M282  152     
54V,82T,90M273186213512251.22  
32I,46I,47V,54L,82C,90M271  1451  801  
48V,54V,82A,90M2752646321020360.430.40.5
54L,82A,90M273181021731785   
46I,54V,82A,90M272218506428431131.8141.24.8
30N,54L,84V272  141  9.71  
54L,84V,90M26101836161114321177.924
30N,54V,82A262  732  3.52  
32I,46I,47V,82C,90M241  781     
46L,48M,54M,82A,84V242  412  132  
54V,82T,84V242  26324431.71  
32I,46L,47V,82A231  611     
46I,84V,90M2322134017309.628482.412
46L,54V,82A,90M221313108672147864.493.56.2
46L,48V,54L,82A,84V221  281  121  
30N,50L221        
46I,47V,76V,84A211  1041     
46I,54V,82C,84V211  791  8.11  
30N,46I,54L,82A,90M212  392  5.82  
32I,46L,54L,90M211  41     
48V,54V,82A2089.33027817340.640.50.7
32I,46I,82A,90M2068.5291561219462  
46I,82T,90M193193918514221.12  
46I,82T,84V19318208.767.7111.62  
46I,50L,82A191  1.51  0.41  
32I,46I,47A,82A192  5002  132  
46I,76V,84V,90M192  1622  1091  
46L,82A,90M182  1537.9311.21  
32I,46I,47V,54L,84V17315332323137366103366115
46I,54V,82T173163964342731.130.81.5
32I,47V,54L,82L,90M172  312  362  
32I,46I,54V,82A,90M171  221  4.41  
54V,82S171  191     
32I,54L,84V171  151  351  
54L,82A,84V171  121  6.11  
32I,54L171  2.61  2.91  
54M,90M172  102  7.82  
32I,46I,47V,54M,90M162  1292  1342  
46I,88S,90M161  2.32  12  
50L,90M161  0.21  0.51  
54V,82T151  3.433.46.8   
32I,46I,47V,54V,82A,90M1559.740946831165.635.15.6
84V,90M15155.4206.6264.38.32.181.62.2
32I,46I,47V,90M1444431549225.244.65.4
46I,54V,82F,84V141  1361     
46L,54L,82A141  152     
46L,54L,82T,90M141  111     
32I,46L,82A,90M141  6.41     
46L,48V,82A141  3.61     
54L,84V142  9.42     
82S131  381     
30N,54V,90M131  141  1.41  
46L,84V,90M1369.8188.766.617462.55.2
46L,54L,90M131  81  121  
54M,82M,90M131  5.91     
54L,90M1243.5212.252.17.83.432.25.7
46I,82F,90M122  372     
50V,54V,82A121  1061     
32I,46I,47V,82T121  221  2.51  
50L,82A121  0.71  0.21  
46I,54L,82T121     0.81  
46I,84V122  102     
54V,82S,90M111  5134352   
54V,82A,90M1113636373020471.261.11.5
46I,82A,90M112  143103751  
54M,84V112  9.22  7.51  
46I,88S112  0.830.83.30.81  
54V,82F102  712     
46L,50V,82A,90M101  691  261  
32I,46I,54V,76V,82A101  581  471  
46L,54V,82T1039.86325322722.71  
32I,46I,47V,50V,54L,82A9.92  2002  2002  
32I,46I,47A,82A,90M9.61  5001  111  
46I,54L,84V9.62  142  9.81  
32I,82A,90M9.31  161     
46L,54L,84C9.11  2.31     
32I,46I,47V91  8.71  2.51  
46L,54L,82A,90M8.92  102  8.11  
32I,46I,47A8.81  1652  9.31  
54V8.62  5.42  0.61  
32I,46I,47V,54M,82A8.365121216762643332957
46I,54M,82F8.32  232     
88S8.356111.3412.10.42  
46I,54V,76V,82T7.737.79.350033505003.633.63.6
46I,47V,54V,82A,84V7.31  2001  121  
50L7204.99.80.360.20.40.41  
46I,47V,54V,82A6.81  611     
46I,54V,82A,88G6.61  231     
30N,46I,90M6.61  2.41     
46I,82T6.534.57.81638.9291.81  
46L,90M6.544.8122.762.12.80.930.61
32I,47V6.31  41  1.31  
82F,90M6.11  121     
46I,54V,76V,84V61  2001  221  
46I,54V,76V,82A,84V5.81  831     
46I,47V,50V,54V,82A,90M5.71  2001  1881  
46L,84V5.61  2.82     
82A,90M5.51  2.72     
46I,50V,54L,90M5.41  171  141  
46L,50V,82T,90M5.22  1052  1282  
46I,54L,88G,90M5.22  332  3.82  
32I,47A,90M5.11  1121  6.81  
32I,90M5.1355.31.231.21.41.131.11.2
54V,82A5182.38.915256.5301.61012.1
84C534.2122.241.33.4   
32I,46I,47V,50V,54L4.81  701  1201  
30N,90M4.8548.41.851.22.60.41  
48V,50V,54V,82T4.61  651  2.41  
46I4.52  1.71  0.51  
32I4.334.25.31.631.51.72.131.82.5
54M,82A4.143.94.58.645.5121.21  
46I,54V,82A3.8101.58.932201552140.71.3
46I,90M3.7262.16.82.5321.44.40.7140.61
32I,46I,82A3.52  52     
46L,50V,82A3.41  551     
54M3.41  2.91     
54V,76V,82A3.361.75.1846342332.72  
46I,50V,84V3.31  601     
46L,76V,82A3.21  1001  121  
54V,82L3.21  3.91  1.11  
46I,47V,88G,90M3.11  151  31  
46I,82A,84V3.11  7.91  1.31  
90M3.1451.86.71.6551.12.40.8290.71.4
46I,50V,82A,84V32  1562  2002  
46L,54L31  51  2.41  
84V2.9623.12.6111.84.41.541.22.2
46I,54V,76V,82A,90M2.81  2191     
82F2.82  52  0.82  
46I,84V,88T,90M2.61  361     
46I,76V,90M2.62  232  1.51  
48V2.61  0.81  0.41  
46I,54V,76V,82F,90M2.52  2552     
46I,54V,76V,82M2.51  941  9.11  
46I,50V,90M2.51  391     
46L,82A2.52  735.18.5   
30N,82A2.51  1.21     
30N2.5331.86.51300.71.60.8100.71.4
46L2.41  1.62     
46I,50V,54V,82A2.2323.81013681512431329
46I,50V,54L2.21  9.21     
46L,54V,76V,82A22  1203114132   
46I,54L,76V,84V22  822  171  
50V,90M21  121     
82A1.971.92.52.281.73.2   
46I,54M,76V,82A1.81  701     
32I,47V,54M1.81  9.71  9.61  
54L1.62  2.72  2.42  
30N,46I1.531.420.840.70.90.51  
50V1.42  6.743.910   
46I,54V,76V,82A1.2110.828611611154.632.86.1
46I,76V,82A1.21  231     
82L1.2511.20.650.50.81.151.11.2
46I,54V,76V,82F11  1121     
46I,50V,76V150.51.61053.44011  
46I,50V0.91  1531117   
46I,88G0.91  2.71  1.11  
None0.96590.71.10.77890.610.75580.60.9
46L,54V,76V,82A,90M0.71  331  2.51  
46I,76V,82F0.61  541     
46L,76V0.61  9.81     
54V,76V,82A,90M0.41  541  1.41  
48V,54T,82A,90M   1511     
48V,54V,82A,84V,90M   1221     
46L,48S,54V,82A   1022     
46I,50V,82T,90M   1001     
46L,48V,54V,82A,84V,90M   822     
46I,54V,76V,82A,88G,90M   791     
32I,47V,54L,90M   671     
46L,48V,54T,82A   6636576   
46I,76V,84A   542     
46I,54V,76V,88G,90M   461     
46L,48V,54V,82A,90M   391     
46I,76V,84V   332     
82A,84V   291     
46I,82T,84V,90M   162     
48V,82A,90M   7.81     
46I,54V,82F   5.81     
32I,46L,82A   5.21     
46I,82F   4.51     
46I,88T   41     
46L,84C   3.133.15.2   
46I,84C   2.91     
32I,47V,82A   2.71  0.51  
82F,84V   2.31     
48V,90M   1.21     
82L,90M   1.21     
46L,82L   0.81     
30N,32I,46I,47V,54L,84V,90M      4911  
30N,48V,54M,82A         
30N,47A         
30N,50L,82A         
30N,50V         
30N,54A         
30N,54L         
30N,54M,90M         
30N,54V         
30N,54V,84V,90M         
30N,46I,50L         
30N,46I,50L,90M         
30N,46I,50L,82A         
30N,46I,50V         
30N,46I,50V,54V,90M         
30N,46I,50V,54V,82A         
30N,46I,50V,90M         
30N,46I,54L         
30N,46I,54L,84V         
30N,46I,54L,90M         
30N,46I,54L,82A         
30N,46I,54V         
30N,46I,54V,84V         
30N,46I,54V,84V,90M         
30N,46I,54V,90M         
30N,46I,54V,82A,84V,90M         
30N,46I,54V,82A,90M         
30N,46I,84V,90M         
30N,46I,82A         
30N,46L         
30N,46L,47A         
30N,46L,50L,90M         
30N,46L,50L,82A         
30N,46L,54L,84V,90M         
30N,46L,54L,90M         
30N,46L,54V,82A         
30N,46L,54V,82T,90M         
30N,46L,84V         
30N,46L,84V,90M         
30N,46L,90M         
30N,46L,82A         
30N,46L,82A,90M         
30N,88S         
30N,82L         
48A         
48A,54A,82A         
48A,54V,82A,84V         
48A,54V,82A,84V,90M         
48A,54V,82A,90M         
48A,54V,82F,90M         
48A,54V,82S         
48A,54V,82S,90M         
48A,54V,82T,84V,90M         
48A,54V,82T,90M         
48L,54T,82A,84V,90M         
48M,50V,54V,82A,90M         
48M,50V,54V,82T         
48M,54A,82A,90M         
48M,54L,82A,84V         
48M,54T,82A,90M         
48M,54V,82A         
48M,54V,82S         
48Q,54V,82A,84V         
48S,54V,82F,90M         
48V,50L,54V,82A         
48V,50V,54A,82A         
48V,50V,54V,82A         
48V,50V,54V,82S         
48V,54A,82A         
48V,54A,82A,84V,90M         
48V,54A,82S         
48V,54A,82T         
48V,54L,82A,84V,90M         
48V,54M,82A         
48V,54M,82A,84V         
48V,54M,82A,84V,90M         
48V,54M,82A,90M         
48V,54S,82A,84V         
48V,54S,82A,90M         
48V,54S,82S         
48V,54T,90M         
48V,54T,82S         
48V,54V         
48V,54V,84V,90M         
48V,54V,90M         
48V,54V,82C,84V         
48V,54V,82C,90M         
48V,54V,82S         
48V,54V,82S,84V,90M         
48V,54V,82S,90M         
48V,54V,82T         
48V,54V,82T,90M         
48V,84V,90M         
48V,82A         
48V,82A,84V         
48V,82A,84V,90M         
48V,82C,90M         
47A         
47A,84V         
47A,82F         
47V         
47V,48M,54M,82A,84V,90M         
47V,48M,54M,82A,90M         
47V,48M,54V,82A,90M         
47V,48V,54A,82A         
47V,48V,54A,82C,90M         
47V,48V,54M,82A,90M         
47V,48V,54S,82A         
47V,54L         
47V,54L,90M         
47V,54M         
47V,54M,84V,90M         
47V,54M,90M         
47V,54V,84V,90M         
47V,54V,82A         
47V,54V,82A,90M         
47V,54V,82T,90M         
47V,76V,82F,84C         
47V,90M         
47V,82A         
50L,54V,82A         
50L,84V         
50L,88S         
50L,88S,90M         
50L,88T         
50L,82A,90M         
50L,82A,88S         
50L,82L         
50L,82L,90M         
50L,82L,88S         
50L,82M,90M         
50V,54A,90M         
50V,54A,82A         
50V,54L         
50V,54L,90M         
50V,54V         
50V,54V,90M         
50V,54V,82A,90M         
50V,82A,90M         
54A         
54A,84V,90M         
54A,90M         
54A,82A,84V         
54A,82F         
54A,82F,90M         
54A,82M,90M         
54A,82T         
54A,82T,90M         
54L,76V         
54L,88S         
54L,88S,90M         
54L,82L         
54L,82L,90M         
54L,82S,90M         
54L,82T         
54L,82T,90M         
54M,76V,84V,90M         
54M,82A,84V         
54M,82A,84V,90M         
54M,82A,90M         
54M,82T,90M         
54S         
54T         
54T,82A         
54T,82A,90M         
54V,76V         
54V,76V,84V,90M         
54V,76V,82A,84V         
54V,76V,82C         
54V,76V,82C,90M         
54V,76V,82F         
54V,76V,82F,90M         
54V,76V,82M         
54V,76V,82M,90M         
54V,88S         
54V,88S,90M         
54V,82A,88S         
54V,82C         
54V,82C,84V,90M         
54V,82C,90M         
54V,82F,84V         
54V,82F,84V,90M         
54V,82L,90M         
54V,82M         
54V,82M,90M         
54V,82S,84V         
54V,82T,88S         
84V,88S         
76V         
76V,84V         
76V,90M         
76V,82A         
46I,48A,54V,82A         
46I,48M,54S,82A,84V         
46I,48M,54S,82A,90M         
46I,48M,54T,82F         
46I,48M,54V,76V,82A,84V         
46I,48M,54V,82S         
46I,48Q,54T,82F,90M         
46I,48S,54V,82F,90M         
46I,48V         
46I,48V,50V,54A,82A         
46I,48V,50V,54T,82A,90M         
46I,48V,54S,82A,84V         
46I,48V,54S,82A,84V,90M         
46I,48V,54S,82A,90M         
46I,48V,54S,82C,90M         
46I,48V,54T,82S         
46I,48V,54T,82T,84V         
46I,48V,54V,90M         
46I,48V,54V,82A         
46I,48V,54V,82A,84V         
46I,48V,54V,82A,84V,90M         
46I,48V,54V,82A,90M         
46I,48V,54V,82T,84V         
46I,48V,84V,90M         
46I,48V,90M         
46I,48V,82A         
46I,48V,82A,84V         
46I,48V,82A,84V,90M         
46I,48V,82A,90M         
46I,48V,82T,84V         
46I,48V,82T,90M         
46I,47A         
46I,47A,84V         
46I,47A,82A         
46I,47A,82F         
46I,47V,48A,54V,82A         
46I,47V,50V,54V         
46I,47V,50V,54V,90M         
46I,47V,50V,76V,82A         
46I,47V,54A         
46I,47V,54A,82F,90M         
46I,47V,54L,84V,90M         
46I,47V,54L,76V,84V         
46I,47V,54L,76V,84V,90M         
46I,47V,54L,82A,90M         
46I,47V,54M         
46I,47V,54M,84V         
46I,47V,54M,76V         
46I,47V,54M,76V,84V         
46I,47V,54M,76V,84V,90M         
46I,47V,54M,76V,90M         
46I,47V,54M,90M         
46I,47V,54M,82A,84V         
46I,47V,54M,82A,90M         
46I,47V,54M,82T         
46I,47V,54V         
46I,47V,54V,76V         
46I,47V,54V,76V,84V,90M         
46I,47V,54V,76V,82A         
46I,47V,54V,76V,82F         
46I,47V,54V,76V,82T         
46I,47V,54V,90M         
46I,47V,54V,82A,90M         
46I,47V,54V,82F         
46I,47V,54V,82F,90M         
46I,47V,54V,82M         
46I,47V,54V,82S         
46I,47V,54V,82S,90M         
46I,47V,54V,82T         
46I,47V,54V,82T,84V         
46I,47V,54V,82T,90M         
46I,47V,84V,90M         
46I,47V,76V         
46I,47V,76V,84V         
46I,47V,76V,90M         
46I,47V,76V,82A         
46I,47V,76V,82F         
46I,47V,76V,82F,90M         
46I,47V,82A,90M         
46I,50L         
46I,50L,54V,82F,90M         
46I,50L,54V,82L,90M         
46I,50L,76V         
46I,50L,88S         
46I,50L,82A,84V,90M         
46I,50L,82A,88S         
46I,50L,82L         
46I,50L,82L,90M         
46I,50L,82M         
46I,50V,54A,82A,90M         
46I,50V,54V         
46I,50V,54V,84V,90M         
46I,50V,54V,76V         
46I,50V,54V,76V,90M         
46I,50V,54V,76V,82A         
46I,50V,54V,76V,82A,90M         
46I,50V,54V,76V,82T         
46I,50V,54V,82C         
46I,50V,54V,82C,90M         
46I,50V,54V,82F         
46I,50V,54V,82F,90M         
46I,50V,54V,82L,90M         
46I,50V,54V,82M         
46I,50V,54V,82M,90M         
46I,50V,54V,82S         
46I,50V,54V,82S,90M         
46I,50V,54V,82T         
46I,50V,54V,82T,90M         
46I,50V,76V,90M         
46I,50V,76V,82A         
46I,50V,76V,82A,90M         
46I,50V,82A         
46I,50V,82A,90M         
46I,54A,84V         
46I,54A,84V,90M         
46I,54A,82A,84V         
46I,54A,82F         
46I,54A,82F,90M         
46I,54A,82L,90M         
46I,54A,82M,90M         
46I,54A,82T         
46I,54A,82T,84V,90M         
46I,54A,82T,90M         
46I,54L         
46I,54L,76V         
46I,54L,76V,84V,90M         
46I,54L,76V,90M         
46I,54L,76V,82A         
46I,54L,76V,82F         
46I,54L,76V,82F,90M         
46I,54L,88G         
46I,54L,88S         
46I,54L,82A,84V         
46I,54L,82A,84V,90M         
46I,54L,82F         
46I,54L,82F,84V,90M         
46I,54L,82T,84V         
46I,54L,82T,84V,90M         
46I,54L,82T,90M         
46I,54M         
46I,54M,76V         
46I,54M,76V,84V         
46I,54M,76V,84V,90M         
46I,54M,76V,90M         
46I,54M,76V,82A,84V         
46I,54M,76V,82A,90M         
46I,54M,76V,82F         
46I,54M,82A,84V         
46I,54M,82A,90M         
46I,54M,82T,84V         
46I,54S,82A         
46I,54S,82A,84V,90M         
46I,54T,82A         
46I,54T,82A,90M         
46I,54V         
46I,54V,84V,88G,90M         
46I,54V,76V         
46I,54V,76V,84V,90M         
46I,54V,76V,90M         
46I,54V,76V,82A,84V,90M         
46I,54V,76V,82C         
46I,54V,76V,82C,84V         
46I,54V,76V,82C,84V,90M         
46I,54V,76V,82C,90M         
46I,54V,76V,82F,84V         
46I,54V,76V,82L         
46I,54V,76V,82M,90M         
46I,54V,76V,82S         
46I,54V,76V,82S,90M         
46I,54V,76V,82T,84V         
46I,54V,76V,82T,84V,90M         
46I,54V,76V,82T,90M         
46I,54V,88S         
46I,54V,82A,88G,90M         
46I,54V,82A,88S         
46I,54V,82A,88S,90M         
46I,54V,82C         
46I,54V,82C,84V,90M         
46I,54V,82C,88S,90M         
46I,54V,82F,84V,90M         
46I,54V,82L         
46I,54V,82L,84V,90M         
46I,54V,82M,90M         
46I,54V,82S,84V         
46I,54V,82S,90M         
46I,54V,82T,88S         
46I,84V,88G         
46I,84V,88G,90M         
46I,84V,88T         
46I,76V         
46I,76V,82A,84V         
46I,76V,82A,84V,90M         
46I,76V,82A,90M         
46I,76V,82C,84V         
46I,76V,82F,84V         
46I,76V,82F,90M         
46I,76V,82T         
46I,76V,82T,84V         
46I,76V,82T,90M         
46I,88G,90M         
46I,82A,88S,90M         
46I,82C,84V,90M         
46I,82F,84V,90M         
46I,82L         
46I,82L,90M         
46I,82S         
46I,82T,88S         
46L,48A,54A,82A         
46L,48A,54V,76V,82A,84V         
46L,48A,54V,76V,82A,90M         
46L,48A,54V,82A         
46L,48A,54V,82A,84V         
46L,48A,54V,82A,84V,90M         
46L,48A,54V,82A,90M         
46L,48A,54V,82S         
46L,48A,54V,82S,90M         
46L,48A,54V,82T,84V,90M         
46L,48M,54A,82A,90M         
46L,48M,54S,82A,90M         
46L,48Q,54V,76V,84V         
46L,48Q,54V,82A         
46L,48Q,54V,82A,90M         
46L,48Q,54V,82T,84V         
46L,48S,54V,82A,90M         
46L,48T,54V,82A         
46L,48T,54V,82A,84V         
46L,48T,54V,82A,84V,90M         
46L,48V,50V,54A,82A         
46L,48V,50V,54S,82A         
46L,48V,50V,54T,82A         
46L,48V,50V,54V,82A         
46L,48V,54A,82A         
46L,48V,54A,82A,90M         
46L,48V,54M,82A,84V         
46L,48V,54M,82A,84V,90M         
46L,48V,54S,82A,84V         
46L,48V,54S,82A,90M         
46L,48V,54T,82T         
46L,48V,54V         
46L,48V,54V,90M         
46L,48V,54V,82S         
46L,48V,54V,82S,84V         
46L,48V,54V,82S,84V,90M         
46L,48V,54V,82T         
46L,48V,54V,82T,84V         
46L,48V,90M         
46L,48V,82A,90M         
46L,48V,82T,84V         
46L,47A         
46L,47A,84V         
46L,47A,90M         
46L,47A,82A         
46L,47V,54M,76V,84V,90M         
46L,47V,54V,90M         
46L,50L         
46L,50L,54V,82A         
46L,50L,54V,82A,90M         
46L,50L,90M         
46L,50L,88S         
46L,50L,82A,90M         
46L,50L,82A,88S         
46L,50L,82M         
46L,50V         
46L,50V,54V,90M         
46L,50V,54V,82A         
46L,50V,54V,82A,90M         
46L,50V,54V,82T,90M         
46L,54A,84V,90M         
46L,54A,82A         
46L,54A,82A,90M         
46L,54L,84V         
46L,54L,82A,84V         
46L,54L,82C,84V,90M         
46L,54L,82T,84V         
46L,54M,76V,82A         
46L,54M,90M         
46L,54M,82A         
46L,54M,82A,84V         
46L,54T         
46L,54V         
46L,54V,76V         
46L,54V,76V,90M         
46L,54V,76V,82A,84V,90M         
46L,54V,76V,82C,90M         
46L,54V,76V,82F,90M         
46L,54V,76V,82M,90M         
46L,54V,76V,82S         
46L,54V,90M         
46L,54V,82A,88S,90M         
46L,54V,82C,84V         
46L,54V,82F         
46L,54V,82F,84V,90M         
46L,54V,82F,90M         
46L,54V,82L,84V,90M         
46L,54V,82M         
46L,54V,82M,90M         
46L,54V,82S         
46L,54V,82S,90M         
46L,84C,90M         
46L,84V,88G         
46L,76V,84V,90M         
46L,88G,90M         
46L,88S         
46L,88S,90M         
46L,88T         
46L,82A,84V         
46L,82F         
46L,82F,90M         
46L,82T         
46L,82T,84V         
46L,82T,90M         
88T         
88T,90M         
32I,48M,54S,82T,84V,90M         
32I,48V,54M,82A,84V         
32I,47A         
32I,47A,50V         
32I,47A,82A         
32I,47A,82C         
32I,47A,82M         
32I,47V,48M,54M,82A,90M         
32I,47V,50L         
32I,47V,54A,82T,90M         
32I,47V,54L         
32I,47V,54L,84V         
32I,47V,54L,84V,90M         
32I,47V,54L,82A,90M         
32I,47V,54M,84V         
32I,47V,54M,82A         
32I,47V,54M,82A,90M         
32I,47V,54M,82T,90M         
32I,47V,54V,84V         
32I,47V,54V,82A         
32I,47V,54V,82A,90M         
32I,50L         
32I,54M,84V         
32I,54V,82A         
32I,54V,82F,84V         
32I,84V         
32I,46I         
32I,46I,47A,50V         
32I,46I,47A,84V         
32I,46I,47A,90M         
32I,46I,47A,82C         
32I,46I,47V,48M,54M,82A         
32I,46I,47V,48V,54M,82A,84V         
32I,46I,47V,48V,54M,82A,90M         
32I,46I,47V,50L,54V,82A         
32I,46I,47V,50L,90M         
32I,46I,47V,50L,82A,90M         
32I,46I,47V,50V         
32I,46I,47V,50V,54L,90M         
32I,46I,47V,50V,54V,82A         
32I,46I,47V,50V,54V,82A,90M         
32I,46I,47V,50V,90M         
32I,46I,47V,50V,82A         
32I,46I,47V,50V,82A,90M         
32I,46I,47V,54A,82A         
32I,46I,47V,54A,82A,90M         
32I,46I,47V,54L         
32I,46I,47V,54L,82A         
32I,46I,47V,54L,82A,84V,90M         
32I,46I,47V,54M         
32I,46I,47V,54M,82A,84V         
32I,46I,47V,54M,82A,84V,90M         
32I,46I,47V,54M,82L,90M         
32I,46I,47V,54V,90M         
32I,46I,47V,54V,82A         
32I,46I,47V,54V,82A,88S         
32I,46I,47V,54V,82T,84V,90M         
32I,46I,47V,76V,82A         
32I,46I,47V,82A,84V,90M         
32I,46I,47V,82F,90M         
32I,46I,50L         
32I,46I,50V,54V,82A         
32I,46I,50V,54V,82A,90M         
32I,46I,54L,84V         
32I,46I,54L,76V,84V         
32I,46I,54L,76V,84V,90M         
32I,46I,54L,82A,84V         
32I,46I,54M,82A         
32I,46I,54S,82A,84V,90M         
32I,46I,54V,84V         
32I,46I,54V,84V,90M         
32I,46I,54V,76V,84V         
32I,46I,54V,90M         
32I,46I,54V,82A         
32I,46I,54V,82A,84V         
32I,46I,54V,82A,84V,90M         
32I,46I,54V,82T,84V         
32I,46I,54V,82T,84V,90M         
32I,46I,54V,82T,90M         
32I,46I,76V,84V         
32I,46I,76V,82A,90M         
32I,46I,90M         
32I,46I,88S         
32I,46I,82T,84V         
32I,46L         
32I,46L,48V,54V,82A,84V         
32I,46L,47A         
32I,46L,47A,90M         
32I,46L,47A,82A         
32I,46L,47V         
32I,46L,47V,50L,82A         
32I,46L,47V,54M,82A         
32I,46L,47V,54M,82A,90M         
32I,46L,47V,54V,90M         
32I,46L,47V,54V,82A,90M         
32I,46L,47V,90M         
32I,46L,54L,84V         
32I,46L,54L,82A,84V,90M         
32I,46L,54L,82A,90M         
32I,46L,54L,82T,84V,90M         
32I,46L,54M,82A,90M         
32I,46L,54V,84V         
32I,46L,54V,84V,90M         
32I,46L,54V,76V,82A         
32I,46L,54V,82A         
32I,46L,84V         
32I,46L,76V,82A         
32I,46L,90M         
32I,46L,82A,84V         
32I,46L,82A,84V,90M         
32I,46L,82T,90M         
32I,88S         
32I,82A         
32I,82M,90M         
82A,84V,90M         
82A,88S         
82C         
82C,90M         
82L,84V         
82M         
82M,90M         
82S,84V,90M         
82T         
82T,84V,90M         
82T,90M         

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