VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
Paper • 2503.15438 • Published • 4
name stringlengths 13 18 | aa_seq stringlengths 4 1.31k | foldseek_seq stringlengths 4 1.31k | ss8_seq stringlengths 4 1.31k | label stringlengths 1 137 | stru_token_20 stringlengths 80 10.4k | stru_token_128 stringlengths 80 11k | stru_token_512 stringlengths 89 12.7k | stru_token_1024 stringlengths 99 13.3k | stru_token_2048 stringlengths 107 15.3k | stru_token_4096 stringlengths 114 15.3k |
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3a5e_A-P05798 | DVSGTVCLSALPPEATDTLNLIASDGPFPYSQDGVVFQNRESVLPTQSYGYYHEYTVITPGARTRGTRRIITGEATQEDYYTGDHYATFSLIDQTC | DAPEEDEPVPDDVLSVVFVVQVVVVDPAPDPQFFDWDPCPVVQDPDDDTPQKGKHASDDPPDPDSAQWIWIAGPDDQAIWIDNHNPPHTHRYDHVD | LLLLEELGGGSLHHHHHHHHHHHTTLLLSSTTTTEELLLTTLLSLLLLTTSLEEEELLLTTLSSLLSLEEEELSSTTLEEEESSSSSLLEEELSLL | 8,159,207,353,401,423,463 | [19, 2, 19, 5, 2, 19, 19, 17, 13, 6, 0, 0, 3, 0, 0, 16, 11, 0, 9, 11, 3, 3, 11, 3, 3, 3, 13, 13, 6, 6, 6, 7, 7, 14, 7, 12, 12, 6, 6, 13, 13, 13, 13, 6, 15, 13, 6, 6, 6, 7, 14, 7, 12, 12, 18, 18, 18, 6, 6, 6, 15, 15, 13, 15, 6, 6, 6, 7, 12, 12, 12, 12, 12, 6, 6, 15, 6, 14, 12, 2, 12, 12, 14, 14, 14, 14, 6, 19, 2, 2, 2, ... | [84, 15, 11, 92, 92, 15, 84, 57, 57, 84, 117, 36, 28, 110, 78, 35, 40, 71, 108, 127, 126, 7, 70, 125, 125, 28, 121, 95, 55, 2, 95, 61, 120, 120, 120, 16, 66, 41, 2, 121, 121, 37, 95, 84, 60, 98, 2, 98, 41, 41, 115, 58, 16, 54, 120, 55, 79, 13, 55, 2, 98, 98, 98, 60, 69, 69, 55, 19, 16, 0, 0, 0, 66, 111, 111, 60, 111, 1... | [23, 353, 143, 200, 200, 184, 132, 450, 394, 211, 298, 68, 427, 320, 34, 24, 224, 173, 274, 338, 240, 89, 338, 456, 11, 11, 496, 496, 204, 405, 265, 63, 208, 263, 411, 245, 45, 314, 152, 466, 466, 213, 265, 152, 269, 265, 78, 190, 347, 257, 84, 69, 245, 497, 3, 119, 32, 119, 270, 49, 190, 190, 238, 190, 468, 372, 433, ... | [144, 41, 878, 662, 662, 540, 594, 109, 129, 109, 820, 14, 994, 325, 165, 789, 860, 77, 480, 976, 763, 670, 550, 386, 754, 754, 848, 25, 163, 163, 632, 279, 857, 239, 857, 273, 273, 430, 64, 19, 930, 380, 352, 893, 59, 632, 753, 180, 798, 1005, 192, 273, 126, 772, 818, 560, 564, 944, 698, 346, 490, 490, 357, 580, 865, ... | [118, 1962, 1323, 154, 154, 1718, 118, 183, 1931, 183, 680, 1587, 1620, 855, 743, 1258, 953, 200, 457, 2000, 691, 1090, 2000, 546, 546, 571, 1335, 754, 1602, 1602, 1251, 1892, 1145, 1264, 1441, 1458, 394, 1598, 958, 993, 234, 452, 1758, 1310, 283, 1757, 847, 959, 782, 186, 1377, 1200, 1974, 1239, 1441, 944, 1060, 1695,... | [3493, 35, 3297, 804, 1382, 517, 1539, 3768, 1062, 1756, 1877, 736, 1724, 3688, 636, 1444, 1157, 2596, 2752, 641, 2000, 3248, 1613, 4086, 2858, 2020, 1508, 491, 3673, 600, 2656, 1529, 524, 2412, 1996, 723, 3635, 309, 3095, 2432, 2286, 4080, 2226, 2073, 1970, 260, 2480, 25, 3638, 2207, 2166, 264, 2934, 3949, 2155, 640, ... |
5tw7_A-B4RJH7 | MTQDKILILDFGSQVTRLIARRVREAHVYCELHSFDMPLDEIKAFNPKGIILSGGPNSVYESDYQADTGIFDLGIPVLGICYGMQFMAHHLGGEVQPGNQREFGYAQVKTIDSGLTRGIQDDAPNTLDVWMSHGDKVSKLPDGFAVIGDTPSCPIAMMENTEKQFYGIQFHPEVTHTKQGRALLNRFVLDICGAQPGWTMPNYIEEAVAKIREQVGSDEVILGLSGGVDSSVAAALIHRAIGDQLTCVFVDHGLLRLNEGKMVMDMFARNLGVKVIHVDAEGQFMAKLAGVTDPEKKRKIIGAEFIEVFDAEEKKLTNAK... | DPAAEEEEEDQPDPLSVLLQVLLVVLLGAYDYDHLADDVVVVVVVVHLEYEYEAHDDDLVPDPRAHDPCVLVPLHAYEYEAVRLQNVFVVLPFDKDFFPDFDAFWDKKQFDDDLQCHPNAPPDDRIWTFGAGDGMATPGGRPQKDQGIDDPRHHRQKIDRPVSNYIYHNTALSDVRGPCSSVSSSSCQCPRSVRDNPNALLNLLVVLLVVLCVVQPPFAEEEEDALALLSVLQQLSNCVNPPASYEYEYEPQLQAADCSVVVVCCCCVPPPVHHYDYHDNNVVLLVQLPQFQDLVVLVVSLLQVSQVVVVVVVVVVVRHQ... | LLLLEEEEEELSLTTHHHHHHHHHHTTLEEEEEETTLLHHHHHHHLLSEEEELLLSSLTTTLSLLLLGGGGGSSSLEEEETHHHHHHHHHTTLEEEEEEEEEEEEEEEEELSLTTTTTLLLSSTTEEEEEEEEEEEEEELLTTLEEEEELSSLTTSEEEETTTTEEEESSLTTSTTSTTHHHHHHIIIIIISLLLLLLLHHHHHHHHHHHHHHHHTTLEEEEEELSSHHHHHHHHHHHHHHGGGEEEEEEELSLSLTTHHHHHHHIIIIIILLEEEEEELHHHHHHHHTTLLLHHHHHHHHHHHHHHHHHHHHTTLTTEE... | 9,13,88,98,114,137,156,195,244,253,337,339,378,488 | [15, 15, 19, 19, 5, 5, 5, 5, 5, 19, 19, 6, 6, 13, 0, 17, 9, 9, 4, 17, 9, 10, 4, 17, 10, 4, 0, 17, 17, 5, 5, 5, 19, 17, 19, 19, 17, 3, 3, 3, 3, 0, 3, 3, 0, 17, 5, 5, 5, 5, 5, 5, 17, 19, 19, 19, 6, 18, 0, 6, 13, 6, 6, 8, 4, 17, 0, 3, 3, 13, 4, 9, 3, 17, 17, 17, 5, 5, 5, 17, 19, 19, 17, 5, 17, 17, 17, 18, 8, 4, 0, 7, 18, ... | [44, 44, 26, 52, 49, 49, 81, 81, 109, 113, 52, 104, 57, 95, 88, 87, 83, 28, 101, 96, 40, 32, 101, 101, 45, 9, 88, 102, 20, 3, 3, 3, 113, 8, 52, 104, 104, 28, 40, 30, 30, 117, 30, 30, 117, 118, 49, 49, 49, 81, 81, 49, 20, 84, 87, 42, 69, 53, 110, 94, 121, 94, 47, 104, 9, 22, 28, 28, 123, 119, 46, 34, 117, 101, 101, 20, ... | [472, 472, 381, 428, 39, 242, 242, 454, 104, 114, 504, 495, 211, 496, 510, 306, 436, 128, 481, 342, 219, 33, 50, 299, 463, 97, 189, 451, 261, 443, 188, 443, 501, 400, 419, 167, 400, 177, 25, 477, 477, 298, 25, 291, 298, 20, 210, 42, 210, 242, 242, 188, 7, 323, 169, 406, 468, 326, 67, 116, 238, 116, 116, 495, 187, 187, ... | [663, 663, 121, 853, 736, 804, 403, 102, 367, 864, 253, 428, 664, 25, 268, 863, 146, 994, 456, 34, 652, 778, 1014, 1014, 1021, 810, 303, 739, 211, 599, 233, 835, 326, 864, 712, 984, 314, 1013, 636, 44, 281, 635, 636, 916, 568, 819, 599, 835, 804, 373, 373, 91, 864, 509, 984, 399, 428, 857, 363, 1002, 108, 159, 1002, 39... | [891, 891, 120, 1028, 1393, 910, 2031, 1803, 90, 210, 1289, 52, 652, 1225, 225, 1606, 257, 1620, 367, 488, 1770, 712, 633, 633, 960, 762, 1223, 541, 8, 1056, 1702, 176, 1389, 1389, 396, 748, 1795, 141, 2015, 20, 1222, 1171, 2015, 718, 328, 1267, 1056, 476, 1417, 324, 910, 1056, 884, 132, 52, 1161, 1772, 1013, 968, 731,... | [991, 1355, 3317, 1504, 950, 904, 2490, 583, 216, 19, 3820, 1553, 2226, 3719, 466, 578, 606, 3726, 1654, 2706, 3994, 2631, 55, 2186, 857, 2744, 3291, 2255, 293, 2743, 1193, 2928, 3623, 4054, 3349, 742, 366, 1486, 882, 2456, 1980, 2735, 3804, 1675, 312, 3080, 999, 950, 4028, 904, 904, 3358, 1317, 3751, 3268, 1698, 191, ... |
1s05_A-P00150 | QQDLVDKTQKLMKDNGRNMMVLGAIAKGEKPYDQAAVDAALKQFDETAKDLPKLFPDSVKGLKPFDSKYSSSPKIWAERAKFDTEIADFAKAVDGAKGKIKDVDTLKAAMQPIGKACGNCHENFRDKEG | LLVLQQVLVVLVVVLVVLVVVLVCCLVVVDPDDVVSVVVSLVSLLVNLVCVLVSDDVSNQPPHHPPDQKDWDNVCVVVVVVLNVLSVQLNVLSVVLPPQDDHSVSSVVSVPSNVVSVVVCCVRTMDGHD | HHHHHHHHHHHHHHHHHHHHHHHHHHTTSSLLLHHHHHHHHHHHHHHHHHHHHHLLGGGTTLLLTTLSEEELTHHHHTHHHHHHHHHHHHHHHHHHTTTLLSHHHHHHHHHHHHHHHHHHHHHHEEELL | 107,199,264,266,445 | [15, 15, 15, 13, 13, 13, 3, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 16, 11, 16, 16, 9, 16, 9, 9, 3, 16, 16, 3, 11, 16, 11, 11, 16, 16, 16, 16, 16, 16, 11, 16, 10, 16, 3, 9, 9, 9, 9, 3, 3, 13, 4, 0, 3, 11, 16, 9, 11, 11, 16, 16, 11, 10, 10, 16, 16, 10, 16, 16, 16, 16, 9, 9, 9, 9, 9, 9, 9, 9, 0, 6, 4, 6, 0, 6, 6, 6, 14, 1... | [24, 24, 98, 98, 121, 121, 121, 30, 30, 30, 90, 90, 90, 90, 90, 90, 68, 73, 90, 73, 17, 108, 68, 1, 83, 126, 73, 39, 126, 90, 73, 68, 90, 18, 73, 73, 68, 73, 73, 68, 39, 34, 35, 72, 124, 17, 67, 75, 100, 125, 75, 75, 36, 114, 12, 39, 124, 70, 68, 73, 18, 68, 32, 32, 73, 73, 32, 18, 17, 17, 17, 112, 75, 112, 112, 124, 2... | [472, 222, 222, 238, 466, 466, 474, 149, 149, 281, 281, 281, 281, 15, 15, 15, 425, 322, 15, 153, 322, 438, 255, 384, 436, 89, 153, 322, 173, 212, 153, 425, 15, 26, 26, 153, 153, 153, 153, 425, 339, 422, 236, 207, 163, 384, 271, 163, 267, 267, 17, 282, 478, 31, 386, 464, 436, 91, 425, 26, 475, 425, 112, 112, 322, 322, 1... | [470, 470, 490, 113, 108, 622, 622, 287, 281, 281, 989, 322, 322, 322, 182, 182, 809, 1011, 182, 1011, 294, 213, 963, 489, 262, 841, 1011, 381, 841, 219, 61, 311, 182, 142, 537, 1011, 809, 61, 809, 809, 524, 945, 524, 5, 195, 257, 707, 797, 128, 349, 1012, 700, 107, 494, 744, 156, 262, 290, 224, 537, 294, 809, 661, 661... | [1937, 740, 77, 1057, 1039, 777, 777, 1565, 1178, 230, 1459, 1459, 1459, 1459, 1906, 1906, 1032, 862, 1906, 439, 1177, 843, 1439, 921, 54, 141, 385, 1693, 1408, 1104, 439, 1032, 1906, 1442, 1442, 385, 1885, 439, 1885, 1885, 1720, 921, 1813, 1444, 1368, 720, 1266, 1673, 839, 839, 1646, 762, 1587, 472, 289, 1746, 1500, 1... | [3347, 406, 406, 530, 894, 1190, 671, 31, 31, 3941, 3776, 2720, 2720, 2720, 2029, 2029, 2347, 3501, 1435, 1161, 0, 439, 1333, 3796, 3334, 2639, 3501, 3821, 2639, 49, 90, 421, 1435, 1185, 2297, 1161, 2347, 90, 3549, 2347, 3821, 1440, 4040, 1165, 1540, 2739, 1160, 1160, 2730, 3087, 3055, 1198, 2447, 3123, 2667, 1099, 184... |
3p0c_A-Q9Y2I1 | EARVVGSELVDTYTVYIIQVTDGSHEWTVKHRYSDFHDLHEKLVAERKIDKNLLPPKKIIGKNSRSLVEKREKDLEVYLQKLLAAFPGVTPRVLAHFLHFHFYEING | AWAQPAWDLQFAFIWTWIWIDGPPKIFTDTHTLQQVQVLVVVCCVPPVDDPPLRDDDDQPPRPPPVNRVVNSVSVRSSRVVQSVVCVFDRDPSVCVRVVCCPQPLLN | EEEEEEEEEETTEEEEEEEEEETTEEEEEEEEHHHHHHHHHHHHHHHLLLTTLSLLLLLTTTTLHHHHHHHHHHHHHHHHHHHHHLSSSLLHHHHHHTTHHHHSHHH | 32,229,323,407,416,452 | [13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 6, 6, 6, 18, 18, 18, 18, 18, 12, 7, 12, 12, 7, 7, 8, 8, 7, 7, 12, 7, 12, 12, 12, 1, 1, 14, 14, 15, 14, 1, 18, 12, 12, 12, 12, 12, 8, 18, 0, 0, 0, 9, 16, 9, 3, 16, 9, 3, 3, 3, 3, 3, 3, 13, 3, 13, 9, 9, 4, 6, 6, 13, 13, 13, 13, 13, 13, 3, 11, 11, 3, 0, 3, 11, 9, 0, 9, ... | [98, 98, 98, 98, 98, 98, 98, 98, 98, 98, 98, 98, 98, 2, 111, 55, 66, 51, 51, 59, 59, 16, 58, 29, 0, 19, 19, 4, 55, 19, 58, 58, 58, 0, 29, 0, 65, 65, 89, 115, 60, 89, 54, 66, 66, 0, 66, 66, 66, 33, 33, 78, 71, 110, 108, 73, 97, 97, 97, 97, 97, 100, 100, 100, 100, 97, 100, 28, 98, 83, 112, 124, 69, 55, 98, 94, 94, 121, 9... | [213, 213, 213, 213, 238, 238, 238, 238, 238, 238, 238, 238, 238, 18, 18, 119, 172, 234, 348, 309, 309, 245, 493, 399, 399, 161, 214, 401, 270, 98, 319, 45, 493, 399, 399, 195, 497, 85, 84, 241, 243, 138, 201, 385, 307, 195, 399, 348, 45, 99, 57, 268, 178, 206, 87, 127, 146, 13, 13, 502, 38, 393, 393, 267, 393, 38, 262... | [962, 948, 948, 962, 108, 357, 357, 490, 490, 490, 490, 113, 113, 928, 928, 690, 897, 788, 387, 788, 788, 749, 185, 906, 821, 623, 623, 799, 698, 496, 605, 275, 906, 773, 749, 749, 184, 548, 289, 289, 798, 390, 548, 897, 39, 749, 275, 126, 641, 442, 442, 395, 98, 648, 231, 621, 646, 465, 652, 908, 612, 612, 659, 659, 6... | [1355, 1355, 1215, 1215, 1215, 1057, 1057, 1057, 1057, 1057, 1057, 1057, 1057, 594, 594, 1340, 797, 222, 1060, 1769, 1769, 1974, 1688, 522, 1556, 23, 1671, 1882, 48, 1055, 1538, 295, 1688, 694, 522, 1350, 1947, 389, 303, 1544, 1413, 852, 1849, 1940, 1512, 1350, 677, 193, 199, 1617, 1950, 298, 1904, 968, 257, 862, 378, ... | [2626, 281, 281, 281, 3668, 1170, 894, 1170, 1170, 1170, 1170, 894, 1170, 1412, 3218, 2117, 1997, 2446, 1684, 2362, 2362, 3619, 3787, 2571, 3018, 1405, 1405, 3126, 1998, 1147, 3895, 3635, 3787, 1948, 1620, 3766, 2956, 949, 2243, 3473, 309, 669, 1367, 2381, 1700, 2485, 291, 3084, 938, 591, 3211, 2034, 2494, 1755, 403, 2... |
2ooy_G-Q10343 | DVQETQKGALKEIQAFIRSRTSYDVLPTSFRLIVFDVTLFVKTSLSLLTLNNIVSAPLWDSEANKFAGLLTMADFVNVIKYYYQSSSFPEAIAEIDKFRLLGLREVERKIGAIPPETIYVHPMHSLMDACLAMSKSRARRIPLIDVDGETGSEMIVSVLTQYRILKFISMNCKETAMLRVPLNQMTIGTWSNLATASMETKVYDVIKMLAEKNISAVPIVNSEGTLLNVYESVDVMHLIQDGDYSNLDLSVGEALLKRPANFDGVHTCRATDRLDGIFDAIKHSRVHRLFVVDENLKLEGILSLADILNYIIYDKTTTPG... | VLVVLLVVLLVVLLVVLQPDFLLVLDDPDDDADEAEQQAFPLVVLVVCVVVVHFKHWYAHPVVLATQAMDGLLLVLQLLLVCVVPDPDLCVSLCSRVDGNNVSVVVCVVVVNDGRRPDAAARGHGSLVVLVSCLVQVAQKHWHWDADPPPRHIDGPHIGGLLSVLLVSLVPRPSLLSQQAFQLVDPFFFQPPAAAAEQQDQLNVQSLVCFQVLHQKHFYDDPVQATDAIDGSVLVSLQCSVSPSVSSRDGNNVSVVSDDPPPQDAAEDESRDTSSVVSVCSNPGVDQWYFYADPRRRGRGIGGSSRVSVVSNDDPVDDDP... | HHHHHHHHHHHHHHHHHHTSBSGGGSLSSLLLLLEETTSBHHHHHHHHHHTTLSLEEEEETTTTEEEEEELHHHHHHHHHHHHHHLSLGGGGGGGGGLBHHHHHHHHHHHTLLLLTTLLBLTTSBHHHHHHHHHHHLLSEEEEEEELTTTLLEEEEEEEEHHHHHHHHHHHLGGGGGLLSBGGGSSLSBLSSLLLBLTTSBHHHHHHHHHHTTLSEEEEELTTLBEEEEEEHHHHHHHHTTSLGGGGGSBHHHHHTTLLTTLLLLLEELTTLBHHHHHHHHHHSLLSEEEEELTTLBEEEEEEHHHHHHHHHSLTTLLLL... | 9,24,62,88,98,114,133,158,253,337,339,464,488 | [3, 11, 11, 9, 9, 11, 10, 10, 16, 16, 16, 10, 10, 16, 16, 10, 16, 9, 10, 4, 4, 0, 0, 8, 8, 8, 0, 6, 13, 13, 15, 15, 15, 19, 19, 2, 19, 17, 17, 8, 17, 0, 4, 4, 9, 4, 9, 16, 9, 0, 9, 11, 3, 3, 0, 4, 17, 2, 2, 2, 19, 17, 17, 0, 6, 6, 7, 2, 7, 7, 12, 8, 18, 4, 4, 0, 10, 10, 10, 16, 16, 16, 9, 3, 9, 3, 3, 3, 3, 3, 3, 3, 3, ... | [12, 12, 12, 112, 36, 12, 34, 32, 18, 18, 18, 34, 18, 68, 18, 32, 39, 112, 1, 14, 14, 71, 107, 107, 47, 47, 9, 13, 37, 37, 24, 25, 25, 26, 11, 92, 113, 8, 43, 104, 118, 107, 14, 14, 1, 107, 67, 17, 36, 71, 97, 70, 7, 125, 71, 13, 43, 106, 91, 106, 43, 57, 57, 74, 69, 69, 120, 106, 116, 62, 91, 79, 79, 82, 27, 88, 32, 1... | [291, 432, 432, 345, 345, 432, 65, 250, 65, 65, 455, 422, 65, 153, 475, 250, 255, 219, 458, 334, 30, 252, 252, 121, 476, 157, 282, 487, 203, 203, 5, 295, 366, 62, 335, 457, 391, 360, 209, 71, 375, 252, 70, 76, 458, 343, 283, 236, 378, 361, 502, 338, 168, 168, 206, 232, 341, 457, 498, 131, 131, 209, 209, 408, 116, 116, ... | [595, 731, 731, 384, 384, 133, 945, 116, 874, 142, 461, 939, 945, 809, 242, 903, 963, 936, 775, 400, 400, 312, 199, 794, 727, 427, 748, 505, 764, 113, 36, 88, 88, 409, 723, 52, 540, 186, 786, 95, 196, 716, 544, 823, 469, 199, 711, 524, 410, 248, 652, 550, 263, 263, 127, 228, 9, 52, 161, 649, 58, 353, 314, 314, 104, 159... | [242, 1221, 1221, 1372, 1372, 1221, 979, 642, 129, 1136, 1739, 642, 1725, 267, 832, 979, 605, 632, 1165, 1084, 1084, 1543, 551, 1009, 424, 590, 392, 697, 501, 1496, 1623, 840, 1488, 564, 1273, 647, 1726, 1289, 578, 356, 333, 551, 593, 912, 1165, 1079, 1193, 1541, 651, 1433, 395, 2000, 954, 164, 2046, 1748, 1719, 1840, ... | [2769, 4, 4, 1489, 589, 4, 357, 2722, 3958, 1786, 3366, 357, 149, 3305, 3366, 357, 787, 1137, 3712, 2078, 1866, 702, 676, 3615, 3353, 4006, 2054, 1294, 2588, 2588, 3640, 128, 889, 2466, 145, 1382, 1774, 2802, 1562, 2380, 1479, 676, 422, 2870, 721, 2487, 2739, 4091, 2968, 1055, 3807, 1613, 734, 544, 2529, 2911, 3844, 24... |
5lde_A-P19909 | YKLILNGKTLKGETTTEAVDAATAEKVFKQYANDNGVDGEWTYDDATKTFTVT | AKEAEAEPQDGDMDIDTDSDLVVRVVVVVVVCVVSVADADWDADPVRNYIYGH | EEEEEELSSLEEEEEEEESSHHHHHHHHHHHHHHTTLLEEEEEETTTTEEEEE | 35,127,134,192,386,475 | [13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 3, 3, 3, 3, 3, 13, 13, 3, 3, 13, 13, 3, 3, 3, 3, 3, 3, 3, 13, 13, 13, 13, 3, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 15, 15, 15, 15, 15, 15, 15, 6, 13, 6, 13, 13, 13, 13, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 1... | [98, 98, 98, 121, 121, 121, 121, 121, 121, 123, 123, 123, 123, 123, 123, 121, 121, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 123, 121, 121, 121, 121, 121, 121, 98, 98, 98, 98, 24, 24, 98, 98, 69, 98, 98, 98, 114, 110, 114, 30, 30, 30, 90, 90, 90, 90, 90, 90, 90, 90, ... | [222, 222, 213, 466, 466, 466, 466, 466, 466, 129, 129, 129, 129, 129, 129, 466, 466, 129, 129, 129, 129, 129, 129, 129, 129, 129, 129, 492, 492, 492, 492, 492, 129, 129, 129, 466, 466, 466, 466, 466, 466, 466, 49, 49, 190, 190, 331, 94, 269, 190, 190, 160, 160, 160, 160, 294, 294, 329, 386, 386, 386, 281, 15, 15, 15, ... | [962, 962, 948, 948, 19, 19, 19, 19, 19, 19, 19, 19, 618, 19, 19, 19, 19, 19, 19, 19, 19, 19, 602, 19, 19, 19, 19, 19, 616, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 346, 346, 580, 580, 490, 817, 36, 357, 580, 580, 346, 419, 346, 570, 570, 570, 287, 744, 744, 989, 182, 182, 182, 182, 182, 182, 182, 182, 182, ... | [1355, 1355, 1215, 1215, 993, 993, 993, 993, 993, 1836, 1836, 1836, 1836, 1836, 1836, 993, 993, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 1836, 993, 993, 993, 993, 993, 993, 993, 1986, 1986, 1757, 868, 1644, 1046, 918, 1757, 1757, 868, 73, 1020, 1093, 1290, 19... | [2626, 281, 281, 3668, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 2856, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 2856, 2856, 1056, 1056, 1056, 1056, 2685, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1056, 1121, 1121, 1703, 1703, 1703, 1005, 1882, 1703, 1384, 442, 3116, 2261... |
5yca_A-Q12306 | PETHINLKVSDGSSEIFFKIKKTTPLRRLMEAFAKRQGKEMDSLRFLYDGIRIQADQTPEDLDMEDNDIIEAHR | PPQWAWEWEDQPVDIDIDIDGQPDFCLVVLCVVCVVVVHDSVQKFKAFPNDTGDRRDGCVVVVHHHHGYIYIYG | SLLEEEEEEELSSLEEEEEEETTSLTHHHHHHHHHHHTSLSTTEEEEETTEELLTTLLTTTTTLLTTEEEEEEE | 257 | [15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 13, 13, 6, 6, 7, 7, 2, 2, 2, 2, 2, 2, 19, 13, 6, 2, 2, 2, 1, 12, 18, 7, 8, 8, 8, 8, 8, 0, 9, 0, 9, 9, 16, 0, 9, 9, 3, 0, 3, 0, 9, 0, 8, 6, 8, 12, 2, 2, 2, 14, 14, 14, 14, 18, 7, 0, 8, 8, 8, 8, 8, 0, 0, 0, 19, 19, 5, 2, 2, 2, 2, 2, 2, 18, 18, 18, 6... | [44, 44, 44, 44, 44, 44, 44, 44, 44, 24, 24, 24, 24, 98, 24, 24, 98, 98, 56, 56, 42, 2, 58, 106, 91, 91, 92, 50, 50, 77, 84, 98, 60, 15, 15, 50, 54, 91, 66, 58, 31, 31, 4, 107, 33, 88, 108, 110, 82, 108, 35, 88, 108, 7, 7, 7, 7, 7, 7, 107, 4, 31, 79, 16, 16, 91, 15, 5, 89, 89, 115, 59, 61, 107, 55, 47, 4, 104, 104, 74,... | [179, 426, 115, 115, 115, 426, 115, 58, 58, 269, 269, 331, 331, 331, 331, 5, 269, 213, 213, 213, 117, 18, 93, 93, 36, 312, 36, 441, 36, 304, 132, 213, 356, 353, 434, 417, 497, 88, 45, 462, 484, 270, 476, 9, 365, 293, 87, 206, 392, 247, 13, 478, 13, 247, 240, 361, 240, 361, 247, 293, 80, 437, 32, 234, 245, 88, 434, 231,... | [663, 209, 209, 209, 209, 209, 209, 569, 569, 36, 36, 12, 12, 473, 12, 12, 603, 473, 473, 531, 575, 765, 813, 396, 521, 634, 27, 112, 1018, 368, 730, 473, 677, 760, 965, 220, 548, 364, 126, 35, 266, 440, 806, 806, 179, 228, 231, 648, 680, 32, 110, 553, 32, 32, 205, 295, 205, 751, 32, 840, 179, 16, 600, 164, 223, 112, 6... | [19, 1823, 209, 209, 209, 420, 209, 1787, 1623, 918, 918, 1046, 1046, 67, 1046, 1046, 67, 67, 1593, 1593, 1585, 430, 70, 1686, 1119, 1119, 1297, 84, 1703, 1357, 1062, 801, 322, 1473, 1463, 47, 1239, 84, 394, 96, 1876, 1412, 1983, 1009, 1009, 1919, 147, 1745, 1257, 882, 793, 1745, 2043, 882, 391, 391, 954, 391, 391, 369... | [2693, 315, 251, 251, 143, 2587, 103, 103, 667, 1348, 3341, 3341, 2080, 1352, 1750, 1750, 3482, 3482, 3802, 3891, 2559, 1426, 469, 872, 2200, 2200, 3185, 1583, 1589, 1506, 1518, 3482, 1050, 1491, 1491, 3660, 523, 3457, 1997, 264, 1011, 3983, 1728, 1031, 3684, 3784, 661, 1755, 3730, 798, 2332, 2464, 661, 798, 2981, 2221... |
1p7g_A-O93724 | VTTKRYTLPPLPYAYNALEPYISAEIMQLHHQKHHQGYVNGANAALEKLEKFRKGEAQIDIRAVLRDLSFHLNGHILHSIFWPNMAPPGKGGGKPGGKIADLINKFFGSFEKFKEEFSQAAKNVEGVGWAILVYEPLEEQLLILQIEKHNLMHAADAQVLLALDVWEHAYYLQYKNDRGSYVDNWWNVVNWDDVERRLQKALNGQIALKL | DDDDADDQDDFPDQLCLAPPLFHSVLSCCCRPPQLVVLSVQLRVLVVQVVCVVVVNDDDPPVVSVVSNLLSVLSNVLVVQARLQFGGFVQAADDADDPVQVQCCVAQVHPVSVLVVQLVQQVPDDAWWKWFWWQQQAVRHTDIDIDHSSRPPDDPPTQTLHIDGPHCSNPCVPQNPCSNSSSVSRNSTGRNVSSNVSSVCSVVVPPHPYD | LLLLLLLLLLLSSLTTTTTTTSLHHHHHHIIIIIIHHHHHHHHHHHHHHHHHHTTSLLLLHHHHHHHHHHHHHHHHHHHHHTTTBLLBTTBLSLLLHHHHHHHHHHHSSHHHHHHHHHHHHHTLSSSEEEEEEEETTTTEEEEEEEETTTBSLLTTLEEEEEEELSGGGTHHHHTTLHHHHHHHHTTSBLHHHHHHHHHHHHHLLLLLLL | 113,126,199,230,460 | [15, 13, 15, 15, 15, 0, 0, 8, 0, 8, 6, 8, 6, 6, 4, 0, 4, 8, 8, 8, 8, 4, 4, 0, 9, 9, 9, 4, 9, 16, 16, 4, 9, 11, 16, 9, 4, 10, 10, 9, 9, 10, 10, 9, 10, 16, 9, 16, 9, 3, 3, 3, 3, 3, 3, 3, 3, 3, 13, 3, 3, 3, 11, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 4, 9, 9, 4, 18, 8, 0, 8, 8, 8, 8, 7, 7, 7, 8, 7, 7, 8, 0,... | [44, 37, 44, 37, 25, 6, 88, 13, 88, 13, 69, 13, 2, 31, 13, 23, 107, 4, 19, 4, 27, 107, 85, 76, 83, 108, 67, 85, 76, 17, 97, 14, 97, 72, 17, 67, 14, 1, 1, 14, 14, 1, 1, 83, 32, 73, 112, 39, 97, 40, 40, 125, 125, 7, 125, 125, 119, 125, 119, 125, 30, 40, 12, 68, 39, 73, 39, 32, 18, 93, 93, 32, 105, 105, 105, 1, 34, 82, 83... | [472, 118, 472, 356, 295, 350, 365, 317, 478, 401, 372, 90, 18, 204, 90, 402, 9, 362, 98, 80, 90, 404, 41, 402, 235, 247, 378, 76, 271, 490, 197, 76, 247, 183, 339, 480, 76, 479, 272, 70, 480, 103, 103, 436, 103, 455, 105, 224, 256, 219, 459, 459, 168, 459, 459, 168, 267, 168, 332, 332, 149, 25, 281, 224, 464, 127, 322... | [663, 892, 796, 571, 88, 743, 271, 926, 553, 799, 159, 799, 928, 163, 584, 369, 840, 440, 837, 33, 650, 876, 424, 718, 385, 32, 342, 578, 666, 606, 298, 810, 467, 362, 298, 711, 814, 775, 544, 315, 315, 833, 833, 146, 116, 621, 936, 313, 652, 867, 519, 329, 128, 519, 329, 128, 349, 263, 78, 249, 287, 130, 989, 270, 313... | [19, 1796, 687, 775, 687, 2023, 262, 763, 1587, 140, 110, 769, 594, 1602, 306, 1181, 202, 2026, 126, 1157, 1157, 837, 837, 1571, 133, 882, 1707, 837, 635, 412, 169, 1815, 38, 1744, 1693, 4, 1466, 1495, 2011, 461, 695, 1495, 1663, 1418, 1553, 604, 876, 434, 395, 761, 1770, 217, 1167, 217, 388, 812, 1552, 164, 1548, 1246... | [1355, 2852, 224, 428, 224, 3478, 3073, 733, 929, 3979, 3673, 2474, 3364, 2751, 3923, 1639, 1186, 3983, 1133, 3360, 97, 2870, 2870, 2688, 3172, 798, 2196, 2870, 2167, 3814, 3332, 2658, 2660, 1600, 167, 146, 1404, 1354, 3340, 1013, 3601, 3245, 1344, 2573, 1378, 2359, 2568, 2229, 154, 2914, 1976, 2877, 395, 2877, 192, 14... |
3zv0_C-P33322 | MSKEDFVIKPEAAGASTDTSEWPLLLKNFDKLLVRSGHYTPIPAGSSPLKRDLKSYISSG | DPPDQLFLDQDQDQDPDQQCPPDFLSHPPSQWAFPGSHFDDDPFDFQQLPDDLVVNQLQW | LLSLLLLLLLLSSLLLSLLTTSLGGGTTGGGSEESLSLLLLLSLSLLGGGSLHHHHHTTE | 463 | [13, 15, 15, 15, 6, 8, 8, 4, 6, 14, 6, 14, 6, 6, 6, 15, 13, 0, 0, 0, 8, 8, 4, 0, 8, 8, 4, 13, 8, 8, 7, 7, 7, 7, 18, 7, 7, 7, 7, 6, 6, 6, 15, 7, 6, 8, 8, 8, 6, 8, 0, 0, 3, 3, 0, 8, 8, 8, 8, 18, 18, 12, 12, 18, 7, 7, 7, 7, 7, 8, 18, 7, 18, 11, 9, 18, 3, 16, 10, 0, 3, 16, 10, 9, 0, 0, 8, 18, 18, 18, 18, 18, 18, 2, 7, 7, 1... | [37, 98, 98, 24, 69, 13, 55, 27, 55, 55, 5, 5, 42, 42, 69, 24, 2, 23, 23, 74, 47, 13, 27, 23, 43, 27, 107, 23, 4, 13, 19, 58, 19, 19, 59, 19, 61, 61, 55, 42, 41, 69, 25, 55, 55, 13, 55, 13, 55, 13, 110, 71, 28, 126, 88, 79, 79, 79, 27, 79, 51, 16, 16, 16, 106, 106, 106, 64, 116, 31, 33, 59, 53, 70, 36, 78, 126, 18, 1, ... | [222, 222, 222, 222, 405, 362, 401, 286, 397, 397, 231, 231, 63, 231, 160, 108, 405, 262, 447, 262, 80, 364, 403, 157, 473, 286, 90, 262, 144, 401, 98, 411, 98, 161, 309, 161, 14, 21, 397, 468, 208, 300, 486, 161, 362, 119, 362, 401, 397, 409, 510, 235, 128, 89, 187, 232, 359, 359, 359, 415, 415, 245, 135, 83, 131, 101... | [779, 962, 962, 470, 159, 905, 147, 374, 793, 808, 522, 761, 986, 193, 159, 580, 207, 134, 244, 244, 816, 938, 584, 317, 655, 803, 859, 134, 956, 799, 35, 747, 319, 482, 496, 482, 478, 336, 793, 163, 279, 958, 426, 279, 944, 944, 150, 150, 944, 498, 771, 583, 994, 568, 30, 191, 150, 485, 457, 457, 596, 223, 216, 543, 7... | [1809, 740, 740, 740, 110, 590, 1138, 223, 1861, 1902, 542, 99, 610, 244, 110, 1596, 964, 1478, 1033, 260, 1033, 89, 1712, 350, 1235, 1157, 837, 1478, 1666, 769, 2045, 1458, 683, 1799, 1481, 23, 421, 1892, 1805, 610, 610, 1150, 498, 1988, 185, 185, 1861, 582, 1899, 1695, 1054, 1067, 1944, 1040, 1879, 582, 1728, 1728, 1... | [3622, 3792, 3792, 2267, 1254, 2106, 1035, 284, 2669, 1833, 608, 608, 2830, 1246, 442, 2645, 1839, 974, 1994, 3721, 706, 2755, 801, 2275, 3886, 970, 998, 1231, 3791, 2106, 2330, 1311, 351, 1095, 2615, 1095, 601, 4084, 2704, 51, 4025, 1120, 2344, 3786, 2572, 2106, 3786, 3439, 178, 3210, 466, 2964, 1724, 3413, 2666, 2428... |
3i2x_A-P10822 | DDDLVDAEGNLVENGGTYYLLPHIWAHGGGIETAKTGNEPCPLTVVRSPNEVSKGEPIRISSQFLSLFIPRGSLVALGFANPPSCAASPWWTVVDSPQGPAVKLSQQKLPEKDILVFKFEKVSHSNIHVYKLLYCQHDEEDVKCDQYIGIHRDRNGNRRLVVTEENPLELVLLKAKSETASSH | VFFDAFQVGHFAFAQFWWQWAFPPLCVAATKEFDDDDPDPGGWFIFGHNHSPHSYFIKTWHFPDPDGGGTAVTQIWIFGPDDDPQAPGRTWFWDQDPVGTFITGHSDDDDPQRGSFWGWDFDPDDPGTKTFIWGWHDDPPDIDGPWTWAFDQDPVRTGTTGTDPPHTGITGIGGDDDPPDPDD | GGBLBLTTSLBLBTTLEEEEEESSGGGLLLEEEELLTTLSSSLEEEELSLTTLLBLLEEEEESSLLSBLBTTLLEEEEESSLLTTSSSSBEEEELLTTSSEEEELSSLLLGGGTSLEEEEELTTLSSLLEEEEEEEEETTEEEEEEEEEEEELTTLLEEEEELSSSBLEEEEEELLLLLLLLL | 24,62,163,290,295,346,426,443 | [13, 3, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 3, 13, 13, 6, 13, 7, 7, 7, 7, 7, 7, 7, 12, 7, 7, 7, 7, 7, 7, 7, 12, 7, 12, 12, 12, 12, 12, 12, 18, 8, 8, 0, 8, 17, 19, 7, 7, 12, 12, 12, 14, 7, 6, 15, 15, 6, 6, 14, 12, 12, 12, 12, 7, 7, 19, 17, 17, 17, 19, 19, 19, 7, 7, 12, 12, 12, 12, 7, 7, 14, 6, 6... | [114, 30, 30, 30, 12, 90, 90, 90, 90, 90, 90, 90, 90, 90, 12, 30, 30, 30, 114, 121, 121, 47, 121, 59, 59, 59, 61, 64, 64, 64, 29, 61, 61, 61, 64, 64, 64, 64, 29, 64, 29, 29, 91, 29, 16, 16, 66, 55, 88, 22, 116, 8, 116, 26, 64, 91, 0, 29, 115, 61, 60, 60, 60, 60, 41, 58, 29, 29, 0, 29, 64, 106, 116, 8, 8, 8, 63, 106, 26... | [0, 291, 291, 291, 291, 281, 281, 15, 15, 15, 15, 15, 15, 281, 281, 149, 149, 149, 474, 466, 466, 258, 466, 412, 444, 326, 21, 214, 214, 483, 111, 228, 228, 352, 319, 214, 259, 93, 135, 483, 111, 111, 111, 111, 245, 245, 3, 119, 47, 187, 186, 167, 278, 131, 498, 111, 253, 110, 418, 257, 78, 243, 243, 190, 158, 69, 110,... | [779, 614, 614, 614, 614, 322, 322, 182, 182, 182, 182, 182, 182, 989, 989, 287, 287, 287, 622, 108, 19, 683, 108, 831, 605, 875, 574, 740, 623, 450, 300, 316, 316, 444, 813, 623, 83, 813, 167, 300, 1009, 541, 418, 418, 223, 953, 533, 145, 327, 43, 267, 769, 111, 406, 787, 161, 418, 608, 214, 94, 99, 180, 180, 180, 875... | [1898, 2029, 2029, 1697, 1697, 1459, 1459, 1906, 1906, 1906, 1906, 1906, 1906, 1459, 1459, 1178, 1178, 757, 777, 1039, 1586, 1220, 2024, 888, 888, 888, 1374, 1196, 0, 0, 752, 1269, 893, 1531, 1260, 1196, 471, 1255, 464, 0, 1853, 1821, 1877, 1877, 858, 1723, 394, 930, 686, 1760, 1955, 2028, 1464, 818, 2040, 1915, 654, 1... | [3622, 176, 2051, 2051, 1089, 2720, 2720, 2029, 2029, 2029, 1435, 1435, 1435, 3776, 3776, 70, 70, 269, 671, 3961, 2432, 3170, 2545, 1996, 3130, 2279, 1155, 1266, 1266, 590, 2595, 533, 3256, 758, 98, 637, 1667, 1150, 2212, 2681, 228, 899, 377, 477, 635, 1187, 122, 178, 2141, 4002, 3614, 2414, 40, 2600, 1611, 377, 2317, ... |
1wyo_A-Q9UPY8 | MAVNVYSTSVTSENLSRHDMLAWVNDSLHLNYTKIEQLCSGAAYCQFMDMLFPGCVHLRKVKFQAKLEHEYIHNFKVLQAAFKKMGVDKIIPVEKLVKGKFQDNFEFIQWFKKFFDANYDGKDYNPLLARQGQDVAPPPNPGDQIF | DADADDDDPPDDDQDDQVVLVVVLCVVQVADDPALLLCLQLLSLLLLLCQLPPPLAPNVQQDLADADLVNSVSSVVSVVSSCVVVVNPDDQPSVVSNVSDRPSSSVVSSSVVVRSVRRHPPDDDDNCVSNVNDHRDRHDDPPPPPD | LLLLLLLLTTSSLLLLHHHHHHHHHHHHTLLLLSGGGGGGSHHHHHHHHHHSTTSSLGGGLLTTLLSHHHHHHHHHHHHHHHHHHTLLLLLLHHHHTTTLHHHHHHHHHHHHHHHHTTLLLLLLLHHHHTTTLLLLLLLLTTTTSS | 73,171,249 | [17, 8, 6, 6, 6, 15, 13, 15, 15, 15, 15, 15, 15, 13, 0, 0, 4, 3, 3, 9, 9, 3, 3, 9, 9, 3, 9, 9, 0, 0, 0, 0, 0, 4, 10, 4, 4, 10, 10, 10, 10, 10, 10, 16, 10, 9, 4, 10, 10, 0, 4, 4, 3, 9, 9, 9, 9, 9, 13, 4, 4, 4, 4, 8, 4, 6, 4, 10, 9, 4, 10, 10, 10, 10, 10, 16, 10, 10, 9, 16, 9, 4, 9, 9, 4, 13, 13, 15, 13, 13, 3, 9, 10, 10... | [57, 13, 6, 69, 6, 60, 37, 24, 24, 24, 24, 24, 69, 110, 83, 36, 14, 126, 30, 108, 36, 125, 70, 67, 97, 125, 67, 67, 74, 76, 74, 94, 107, 9, 124, 124, 9, 45, 93, 45, 105, 105, 105, 18, 1, 67, 105, 105, 67, 88, 75, 9, 100, 75, 67, 67, 83, 83, 121, 23, 14, 45, 27, 55, 27, 94, 9, 124, 124, 124, 124, 32, 105, 105, 32, 18, 1... | [446, 473, 407, 406, 350, 356, 445, 5, 5, 331, 5, 331, 160, 320, 282, 178, 70, 248, 386, 56, 173, 459, 13, 490, 459, 168, 378, 378, 233, 505, 311, 510, 343, 333, 272, 313, 382, 33, 33, 374, 272, 250, 250, 26, 354, 264, 301, 199, 199, 189, 145, 189, 106, 217, 283, 283, 76, 41, 452, 90, 337, 374, 382, 317, 382, 116, 382,... | [166, 145, 79, 37, 743, 677, 877, 822, 817, 12, 817, 817, 139, 363, 748, 107, 814, 999, 75, 315, 881, 519, 422, 257, 50, 386, 410, 514, 77, 511, 827, 14, 718, 584, 49, 140, 842, 708, 778, 708, 660, 902, 497, 21, 264, 526, 609, 609, 526, 554, 1, 862, 249, 508, 933, 589, 1, 978, 930, 317, 49, 1007, 647, 278, 647, 1002, 6... | [423, 146, 146, 1670, 146, 1596, 322, 1046, 1046, 1046, 486, 204, 1667, 102, 392, 745, 1654, 691, 963, 876, 449, 1246, 624, 1634, 388, 1036, 531, 531, 1206, 202, 1225, 2042, 1879, 50, 833, 1051, 538, 537, 1518, 1549, 1281, 182, 874, 1227, 1566, 1824, 428, 428, 1527, 518, 518, 1022, 1167, 1673, 1008, 43, 1284, 1982, 234... | [976, 2361, 325, 325, 3478, 428, 3980, 1523, 1750, 1005, 1776, 1005, 3713, 1966, 318, 1041, 556, 1876, 3533, 146, 3878, 936, 1856, 2739, 1982, 88, 89, 89, 3367, 241, 847, 1314, 2426, 799, 446, 1705, 2505, 2092, 3309, 1719, 2112, 3706, 3939, 2938, 3240, 1004, 1538, 3498, 3498, 417, 2308, 2504, 3017, 3529, 2514, 2906, 99... |
6eon_A-Q8AB22 | MKKPLLYLLILVVAVLGSSCSQSSEGTFEVGKNTFLLNGEPFVVKAAEIHYPRIPKEYWEHRIKMCKALGMNTICLYVFWNFHEPEEGRYDFAGQKDIAAFCRLAQENGMYVIVRPGPYVCAEWEMGGLPWWLLKKKDIKLREQDPYYMERVKLFLNEVGKQLADLQISKGGNIIMVQVENEYGAFGIDKPYISEIRDMVKQAGFTGVPLFQCDWNSNFENNALDDLLWTINFGTGANIDEQFKRLKELRPDTPLMCSEFWSGWFDHWGAKHETRSAEELVKGMKEMLDRNISFSLYMTHGGTSFGHWGGANFPNFSPTC... | DDDDPPVVVVVVVVVPPDPPVPPQQWAWDWFFQAIDTSHDGDFAQEAEDELLQDQPVCLLQLLLQCLLLQGQAYEYEDQQCVQCVDPPRGDCDHSNVVLVSQVSNVVVRHAYEYEHACAQLLLWFLSSDHLLQCLPVPDDDLDVDVVNLVSLLVSLLVVLVRPLCQDSSNVHRYAEYEQHAACQQADADLVSSVSSVVSNVVSNNPRHAYAYEHALFGQVRNDDPRHHYAYEDEQQFDVCSRCVVVCVVPVGGHYEHAEYQQAAFDFQLAFHTGDDLVSNLVVVLVCVVSSHHYYYVHLAYAFCFFQIRAFFDPQTTTTD... | LLLLLSSHHHHHTTSLLLLLLLLLLLLEEELSSSEEETTEEELLEEEEELGGGSLGGGHHHHHHHHHHHTLLEEEEELLHHHHLSSTTLLLLSGGGLHHHHHHHHHHTTLEEEEELLSLLLTTBGGGGLLGGGGGSTTLLTTTTLHHHHHHHHHHHHHHHHHHGGGBGGGTSSEEEEELSSLGGGTLLLHHHHHHHHHHHHHTTLLSSLEEEEELTTTGGGTLLTTSEEEEEEETTBLHHHHHHHHHHHLTTLLLEEEEEELSLLLBTTSLLLLLLHHHHHHHHHHHHTTTLEEEEEEEELLBLLTTLBLEETTTTEEBL... | 121,130 | [15, 15, 15, 13, 13, 3, 11, 11, 11, 11, 11, 11, 11, 3, 3, 3, 3, 13, 13, 13, 13, 13, 0, 8, 8, 8, 7, 7, 7, 12, 12, 7, 7, 7, 7, 14, 7, 7, 12, 7, 14, 7, 19, 5, 5, 5, 5, 5, 17, 19, 4, 8, 8, 8, 0, 10, 3, 3, 10, 16, 9, 9, 4, 9, 4, 4, 4, 4, 4, 4, 17, 19, 5, 5, 5, 5, 5, 17, 17, 4, 8, 8, 8, 8, 8, 0, 0, 6, 6, 0, 0, 0, 13, 0, 4, 4... | [44, 44, 24, 98, 121, 30, 30, 30, 30, 90, 127, 90, 127, 30, 30, 123, 123, 123, 121, 121, 121, 121, 23, 107, 27, 102, 19, 106, 26, 29, 29, 64, 19, 64, 106, 62, 62, 58, 29, 62, 61, 106, 63, 49, 63, 49, 3, 81, 113, 52, 9, 13, 102, 13, 107, 124, 28, 28, 105, 18, 83, 83, 46, 85, 9, 101, 101, 27, 45, 9, 101, 63, 63, 49, 81, ... | [179, 5, 5, 500, 500, 149, 149, 149, 281, 281, 281, 281, 477, 477, 477, 129, 129, 492, 492, 466, 466, 466, 447, 90, 286, 395, 395, 93, 448, 111, 111, 214, 98, 101, 101, 263, 135, 245, 135, 44, 263, 101, 164, 421, 421, 86, 443, 310, 357, 169, 299, 317, 395, 409, 90, 354, 177, 177, 113, 54, 173, 334, 165, 264, 333, 55, 2... | [234, 822, 817, 113, 235, 898, 281, 281, 989, 989, 989, 322, 281, 281, 281, 602, 19, 19, 19, 19, 19, 19, 317, 427, 803, 485, 492, 396, 787, 418, 740, 740, 656, 513, 513, 197, 704, 370, 370, 704, 239, 513, 4, 378, 534, 365, 599, 403, 48, 509, 647, 151, 147, 143, 577, 82, 636, 171, 903, 21, 881, 469, 141, 514, 398, 967, ... | [1230, 1199, 1199, 1847, 831, 757, 1178, 230, 230, 1459, 1459, 1459, 230, 645, 645, 1565, 1836, 1836, 993, 993, 993, 993, 1582, 875, 1157, 1957, 1652, 818, 2040, 1877, 1738, 1671, 1671, 494, 494, 1519, 307, 872, 1574, 307, 1653, 1985, 973, 384, 1393, 216, 516, 1803, 528, 994, 1035, 470, 1052, 1157, 350, 675, 1508, 592,... | [1308, 3640, 2619, 2727, 2727, 3097, 1084, 1084, 1346, 3776, 3776, 3776, 2456, 3223, 4077, 1361, 1056, 1056, 1056, 1056, 1056, 1056, 114, 4006, 97, 265, 2794, 872, 2750, 477, 923, 160, 2235, 36, 1586, 2884, 1303, 4079, 3404, 1303, 1582, 3988, 498, 1072, 3728, 3651, 2731, 86, 1554, 2233, 1850, 3979, 1825, 1143, 768, 294... |
3tgo_C-P0A903 | SSDSRYKRQVSGDEAYLEAAPLAELHAPAGMILPVTSGDYAIPVTNGSGAVGKALDIRPPAQPLALVSGARTQFTGDTASLLVENGRGNTLWPQVVSVLQAKNYTITQRDDAGQTLTTDWVQWNRLDEDEQYRGRYQISVKPQGYQQAVTVKLLNLEQAGKPVADAASMQRYSTEMMNVISAGLDKSATDAANAAQNRASTTMDVQSAADDTGLPMLVVRGPFNVVWQRLPAALEKVGMKVTDSTRSQGNMAVTYKPLSDSDWQELGASDPGLASGDYKLQVGDLDNRSSLQFIDPKGHTLTQSQNDALVAVFQAAFSK | PQDLLVQFFDPDFQVVVVDDDDDDDDDDPPDDDDPPPDPPDDDDDPDPDDDGSRGGPPDQFFADQLDPPWDWDDDQLKIKIKAFCPPPPCLLVLLVVLCVVVVWAWPDDDPPQSKTKTDWDWDDDSSDSWTKTWIWIWGWDDDDRIIMIMIGTPWMDTPNDTDRDRRVSRVVSNVSSNSSSVSVSVVVLVVVLVVQVVVPDLFQKDWDAPPVRFIKIKTQAFQSNCVVCVQQLCVLQQWHFPDDDSVQQKTKTFHDGDDPVSCVVLVADTLPDDTGIWIWHWAGPPRIIIIWIAGPVRDTDDSSSSRSVSRSSSSSSVD | SSLLGGGTSLSSLSGGGGSLLLLLLLLLTTLLLLLSLSTTLLLLLLLLSLLGGGSLLSLLLLLLLLSTTLEEEEETTEEEEEEETTSLTTHHHHHHHHHHHTTLLEEEEETTTTEEEELLEELLLTTLSSLEEEEEEEEEEEETTEEEEEEEEEEEEETTEEELLHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSLLLLLEEEEELTTSLEEEEEESLHHHHHHHHHHHHHHTTEEEEEEEGGGTEEEEEELLLLHHHHHHHTLLLLLLLSEEEEEEEEEETTEEEEEEELTTSLBLLHHHHHHHHHHHHHHHHL | 377 | [15, 15, 15, 13, 13, 3, 3, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 13, 13, 9, 0, 4, 4, 6, 8, 8, 7, 6, 6, 13, 13, 13, 13, 13, 13, 13, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 6, 6, 7, 7, 7, 8, 8, 7, 6, 8, 0, ... | [44, 24, 98, 98, 121, 114, 30, 30, 30, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 90, 12, 12, 30, 114, 114, 114, 23, 75, 75, 45, 13, 94, 13, 31, 55, 41, 41, 2, 37, 110, 114, 37, 114, 37, 24, 24, 44, 44, 44, 44, 44, 24, 24, 24, 24, 24, 24, 44, 24, 24, 24, 98, 98, 98, 98, 98, 24, 24, 24, 24, 24, 24, 24, 60, 60, 69, 41, 55, ... | [472, 472, 222, 238, 500, 474, 149, 149, 281, 281, 281, 15, 15, 15, 15, 15, 15, 15, 15, 15, 281, 281, 386, 171, 474, 474, 447, 280, 282, 382, 382, 487, 487, 270, 362, 204, 208, 445, 445, 294, 124, 445, 198, 198, 203, 94, 426, 426, 426, 426, 426, 426, 426, 94, 94, 426, 426, 426, 94, 94, 331, 331, 331, 331, 331, 331, 331... | [663, 470, 490, 113, 622, 898, 287, 281, 989, 989, 322, 182, 182, 182, 182, 182, 182, 182, 182, 182, 989, 989, 744, 898, 898, 622, 930, 784, 946, 55, 584, 938, 944, 179, 482, 163, 928, 683, 877, 1023, 854, 571, 382, 235, 764, 817, 209, 209, 209, 209, 88, 240, 240, 240, 817, 240, 240, 240, 817, 845, 490, 490, 490, 357, ... | [1937, 1937, 77, 1057, 1039, 757, 757, 1178, 1459, 1459, 1459, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1906, 1490, 1490, 1697, 757, 62, 777, 1935, 349, 1022, 787, 306, 2012, 769, 185, 197, 1385, 1631, 374, 88, 656, 656, 88, 1978, 1978, 478, 503, 420, 420, 420, 1488, 420, 931, 931, 931, 931, 931, 931, 486, 204, ... | [991, 3347, 406, 530, 1190, 3097, 3097, 1084, 3776, 3776, 2720, 2720, 2029, 2029, 2029, 2029, 2029, 2029, 2029, 2029, 3776, 3776, 1089, 269, 3097, 671, 4029, 4019, 1875, 2454, 665, 2663, 2474, 1973, 2572, 18, 1749, 902, 2753, 236, 1113, 2753, 1087, 766, 1236, 1776, 2919, 2587, 2587, 2587, 1103, 610, 610, 610, 610, 610,... |
5cab_A-Q9U1E1 | MSSERTFIAVKPDGVQRGLVGEIIARFERKGYKLVALKILQPTTEQAQGHYKDLCSKPFFPALVKYFSSGPIVCMVWEGKNVVKSGRVLLGATNPADSQPGTIRGDFAVDVGRNVCHGSDSVESAEREIAFWFKADEIASWTSHSV | DFFQKKKKKFAFLCVVVVNPVVLVVVCVVLPWDWFFKDKDQDDLVLQCVLCVVCPPPPCSVVSSCRRNVHMMMMTMIGDDCCQVVVDLQLADLALVRGDPNHVSVVPHHGSSNSRMDMANDSVSRVVVCVSPDDPVRGDDDDDPCP | LLLLEEEEEELHHHHHTTLHHHHHHHHHHHTLEEEEEEEELLLHHHHHHHTGGGTTSTTHHHHHHHHTSSLEEEEEEESTTHHHHHHHHHLLSSGGGLLTTSHHHHHLLSGGGLSEEELSSHHHHHHHHHHHLLGGGSLLLLLTTH | 9,42,88,98,114,138,203,240,253,294,337,339,488 | [15, 14, 14, 7, 18, 18, 18, 1, 1, 18, 18, 8, 8, 0, 18, 0, 16, 11, 3, 3, 11, 11, 16, 9, 11, 9, 9, 3, 3, 9, 0, 18, 18, 12, 12, 12, 12, 1, 1, 14, 18, 4, 4, 9, 9, 10, 10, 9, 10, 10, 16, 16, 3, 3, 3, 3, 3, 3, 3, 16, 9, 16, 9, 9, 9, 10, 4, 8, 8, 8, 18, 18, 1, 1, 1, 1, 12, 14, 14, 6, 18, 18, 0, 9, 3, 0, 0, 8, 4, 4, 4, 4, 8, 8... | [25, 5, 5, 120, 16, 82, 51, 48, 10, 51, 79, 79, 107, 71, 78, 71, 97, 127, 97, 126, 127, 35, 39, 108, 127, 108, 108, 126, 125, 97, 88, 53, 53, 66, 0, 103, 0, 38, 48, 21, 19, 82, 14, 1, 67, 124, 1, 1, 34, 34, 17, 35, 72, 72, 72, 123, 123, 72, 97, 97, 17, 68, 17, 17, 124, 45, 27, 27, 27, 4, 79, 51, 48, 48, 48, 80, 10, 99,... | [472, 486, 285, 21, 172, 237, 430, 508, 508, 246, 32, 121, 9, 34, 246, 34, 13, 511, 13, 410, 511, 471, 244, 410, 511, 244, 274, 410, 168, 502, 367, 237, 506, 201, 6, 442, 6, 390, 226, 277, 340, 232, 503, 283, 283, 199, 283, 283, 490, 490, 475, 471, 166, 266, 266, 129, 129, 227, 38, 197, 146, 255, 146, 283, 191, 349, 40... | [426, 808, 124, 482, 979, 100, 780, 189, 189, 780, 579, 794, 806, 372, 445, 127, 766, 362, 763, 74, 976, 23, 480, 565, 976, 441, 480, 565, 263, 652, 866, 165, 296, 1019, 977, 785, 123, 919, 24, 774, 29, 907, 259, 106, 257, 668, 106, 7, 528, 674, 415, 510, 115, 323, 323, 602, 602, 261, 323, 908, 589, 23, 589, 589, 383, ... | [1233, 1080, 1633, 308, 506, 106, 1044, 1542, 1551, 1678, 1402, 329, 296, 1682, 1130, 1682, 624, 1050, 1938, 1517, 881, 1638, 1143, 613, 682, 937, 1443, 1099, 1036, 1656, 1563, 437, 1371, 707, 1929, 508, 658, 1320, 1421, 1753, 1356, 1748, 71, 1064, 4, 426, 2001, 1064, 1777, 72, 1187, 1811, 1460, 1226, 1226, 645, 1226, ... | [2344, 2278, 2278, 3130, 273, 3063, 1117, 1460, 3121, 3092, 2759, 2208, 1736, 3903, 3092, 1861, 3888, 2331, 4041, 3369, 2331, 3977, 1614, 3547, 715, 2332, 2612, 2732, 1024, 3943, 1403, 1271, 1673, 2269, 1815, 1368, 1312, 2146, 3146, 3890, 96, 3951, 2777, 2159, 1509, 920, 2159, 1978, 2174, 670, 464, 561, 328, 328, 328, ... |
3kh1_A-D1MPT5 | GMIPFPESRLAAQMSFVVEIDKLKTILRQTLLTDSSRRENDAEHSWHIATMAFLLAEYADEAVQIGRVARMLLIHDIVEIDAGDTFIHDEAGNEDKEERERKAAARLFGLLPPDQAAEYSALWQEYEARETADARFADALDRLQPLLHNFETEGGTWKPHGVTRAKVDKLLPRIEAGSKRLGAYARALVDEAVRRGYLAP | DDQPPCVDLVNLVVVLVVLLVLQQVFFDLFAALVNPGTDTLQRLLVVLLVVLVVCVVQFPDDDDSVLLSVLSNCQCSLCSFLGDDDPPDPVSPPCNVVSSVVSLCVSLVSHDPVSSVVNSVSNVCLVVCPDLSNLLSLLSSLLVSLVRLLSVLQRSCVVVVAAPVNNVVSLVSNVSRGVVSSVVSVVSSVVSCVSVSHHD | LLLSSTTSHHHHHHHHHHHGGGGGGLEEEEELTTSSSEEEHHHHHHHHHHHHHHSGGGLSSLLLHHHHHHHHHHGGGGHHHHLLLLTTLTTTTSSHHHHHHHHHHHHHTTSLHHHHHHHHHHHHHHHHTLSHHHHHHHHHHHHHHHHHHHHTTTTTTTTTTLBHHHHHTTHHHHHHHLHHHHHHHHHHHHHHHHTTSSBL | 247,353,425 | [15, 13, 13, 13, 13, 3, 13, 3, 0, 0, 9, 9, 9, 9, 16, 16, 11, 11, 10, 10, 16, 10, 9, 0, 8, 8, 8, 7, 7, 8, 8, 8, 4, 4, 8, 6, 6, 6, 8, 8, 4, 4, 0, 4, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 0, 13, 0, 4, 4, 8, 0, 4, 9, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 4, 10, 10, 9, 4, 8, 0, 13, 0, 9, 13, 13, 13, ... | [44, 94, 36, 94, 121, 28, 28, 28, 28, 71, 83, 83, 108, 108, 1, 39, 68, 90, 32, 32, 18, 34, 14, 107, 107, 107, 59, 55, 55, 79, 79, 27, 107, 27, 107, 2, 41, 61, 31, 33, 107, 107, 71, 14, 1, 18, 32, 18, 32, 18, 17, 34, 73, 35, 1, 83, 110, 71, 27, 107, 13, 13, 124, 124, 124, 32, 93, 93, 32, 93, 93, 93, 17, 93, 32, 45, 105,... | [472, 160, 294, 452, 297, 351, 297, 351, 235, 173, 460, 2, 244, 244, 384, 464, 212, 15, 112, 112, 65, 65, 76, 361, 121, 121, 275, 362, 139, 121, 401, 232, 503, 403, 365, 239, 507, 1, 275, 57, 30, 76, 252, 70, 103, 322, 250, 389, 112, 65, 54, 422, 236, 471, 458, 282, 294, 361, 349, 30, 401, 189, 191, 163, 422, 422, 440,... | [663, 706, 570, 8, 699, 572, 572, 546, 194, 881, 881, 566, 867, 936, 489, 313, 963, 322, 661, 661, 142, 116, 333, 859, 191, 873, 103, 371, 844, 191, 191, 191, 876, 876, 228, 882, 0, 1005, 93, 266, 15, 859, 751, 400, 674, 461, 682, 435, 661, 964, 21, 964, 334, 510, 775, 748, 363, 312, 101, 199, 627, 554, 140, 195, 383, ... | [891, 458, 656, 1526, 1238, 130, 1586, 1987, 853, 12, 1555, 1384, 632, 632, 876, 320, 605, 650, 1741, 1741, 1136, 129, 983, 114, 1626, 237, 252, 1429, 2019, 296, 1882, 296, 348, 932, 1366, 909, 186, 186, 1617, 155, 1195, 983, 1543, 593, 72, 533, 292, 1001, 995, 1691, 1024, 642, 1227, 1813, 1165, 828, 46, 1979, 50, 875,... | [991, 1047, 1751, 64, 2949, 2178, 674, 2182, 3499, 66, 401, 401, 1810, 1810, 2647, 3318, 3176, 1656, 3693, 868, 1786, 3366, 1781, 1239, 1140, 1140, 714, 992, 3565, 1140, 20, 253, 1736, 2726, 2500, 910, 1081, 754, 3655, 1011, 1381, 136, 1466, 4085, 464, 841, 358, 1182, 3013, 1786, 1745, 43, 33, 1720, 2215, 1198, 4083, 3... |
Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models
https://github.com/tyang816/SES-Adapter
VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning
https://github.com/ai4protein/VenusFactory
Please cite our work if you use our dataset.
@article{tan2024ses-adapter,
title={Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models},
author={Tan, Yang and Li, Mingchen and Zhou, Bingxin and Zhong, Bozitao and Zheng, Lirong and Tan, Pan and Zhou, Ziyi and Yu, Huiqun and Fan, Guisheng and Hong, Liang},
journal={Journal of Chemical Information and Modeling},
year={2024},
publisher={ACS Publications}
}
@article{tan2025venusfactory,
title={VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning},
author={Tan, Yang and Liu, Chen and Gao, Jingyuan and Wu, Banghao and Li, Mingchen and Wang, Ruilin and Zhang, Lingrong and Yu, Huiqun and Fan, Guisheng and Hong, Liang and Zhou, Bingxin},
journal={arXiv preprint arXiv:2503.15438},
year={2025}
}