msa
git-svn-id: file:///home/git/hedgehog.fhcrc.org/bioconductor/trunk/madman/Rpacks/msa@102253 bc3139a8-67e5-0310-9ffc-ced21a209358
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+/* -*- mode: c; tab-width: 4; c-basic-offset: 4; indent-tabs-mode: nil -*- */ |
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+ |
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+/********************************************************************* |
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+ * Clustal Omega - Multiple sequence alignment |
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+ * |
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+ * Copyright (C) 2010 University College Dublin |
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+ * |
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+ * Clustal-Omega is free software; you can redistribute it and/or |
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+ * modify it under the terms of the GNU General Public License as |
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+ * published by the Free Software Foundation; either version 2 of the |
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+ * License, or (at your option) any later version. |
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+ * |
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+ * This file is part of Clustal-Omega. |
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+ * |
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+ ********************************************************************/ |
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+ |
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+/* |
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+ * RCS $Id: hhmatrices-C.h 274 2012-04-24 23:28:24Z dave $ |
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+ */ |
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+ |
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+// Substitution matrices and their background frequencies |
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+ |
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+// The following background frequencies were calculated by the formula pa = (P[a,b]/(pa*pb))^(-1) * (1,...,1) |
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+// For the Blousum50-matrix this becomes pb[a]= SUM_(b=1,20) (2^(BLOSUM50[a,b]/3))^(-1) |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+// Gonnet 7.68,5.14,4.02,5.41,1.89,3.27,5.99,7.56,3.69,5.06,10.01,5.97,2.20,3.50,4.54,4.67,7.12,1.25,3.95,7.28 |
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+// BLOSUM50 8.24,6.24,4.46,4.77,2.03,2.90,6.78,6.69,2.53,6.89,10.7 ,5.04,1.49,4.93,3.97,5.95,6.13,1.34,3.45,6.28 |
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+ |
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+const float Gonnet[]={ |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+ 10227, 3430, 2875, 3869, 1625, 2393, 4590, 6500, 2352, 3225, 5819, 4172, 1435, 1579, 3728, 4610, 6264, 418, 1824, 5709, // A |
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+ 3430, 7780, 2209, 2589, 584, 2369, 3368, 3080, 2173, 1493, 3093, 5701, 763, 859, 1893, 2287, 3487, 444, 1338, 2356, // R |
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+ 2875, 2209, 3868, 3601, 501, 1541, 2956, 3325, 1951, 1065, 2012, 2879, 532, 688, 1480, 2304, 3204, 219, 1148, 1759, // N |
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+ 3869, 2589, 3601, 8618, 488, 2172, 6021, 4176, 2184, 1139, 2151, 3616, 595, 670, 2086, 2828, 3843, 204, 1119, 2015, // D |
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+ 1625, 584, 501, 488, 5034, 355, 566, 900, 516, 741, 1336, 591, 337, 549, 419, 901, 1197, 187, 664, 1373, // C |
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+ 2393, 2369, 1541, 2172, 355, 1987, 2891, 1959, 1587, 1066, 2260, 2751, 570, 628, 1415, 1595, 2323, 219, 871, 1682, // Q |
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+ 4590, 3368, 2956, 6021, 566, 2891, 8201, 3758, 2418, 1624, 3140, 4704, 830, 852, 2418, 2923, 4159, 278, 1268, 2809, // E |
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+ 6500, 3080, 3325, 4176, 900, 1959, 3758,26066, 2016, 1354, 2741, 3496, 741, 797, 2369, 3863, 4169, 375, 1186, 2569, // G |
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+ 2352, 2173, 1951, 2184, 516, 1587, 2418, 2016, 5409, 1123, 2380, 2524, 600, 1259, 1298, 1642, 2446, 383, 876, 1691, // H |
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+ 3225, 1493, 1065, 1139, 741, 1066, 1624, 1354, 1123, 6417, 9630, 1858, 1975, 2225, 1260, 1558, 3131, 417, 1697, 7504, // I |
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+ 5819, 3093, 2012, 2151, 1336, 2260, 3140, 2741, 2380, 9630,25113, 3677, 4187, 5540, 2670, 2876, 5272, 1063, 3945,11005, // L |
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+ 4172, 5701, 2879, 3616, 591, 2751, 4704, 3496, 2524, 1858, 3677, 7430, 949, 975, 2355, 2847, 4340, 333, 1451, 2932, // K |
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+ 1435, 763, 532, 595, 337, 570, 830, 741, 600, 1975, 4187, 949, 1300, 1111, 573, 743, 1361, 218, 828, 2310, // M |
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+ 1579, 859, 688, 670, 549, 628, 852, 797, 1259, 2225, 5540, 975, 1111, 6126, 661, 856, 1498, 1000, 4464, 2602, // F |
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+ 3728, 1893, 1480, 2086, 419, 1415, 2418, 2369, 1298, 1260, 2670, 2355, 573, 661,11834, 2320, 3300, 179, 876, 2179, // P |
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+ 4610, 2287, 2304, 2828, 901, 1595, 2923, 3863, 1642, 1558, 2876, 2847, 743, 856, 2320, 3611, 4686, 272, 1188, 2695, // S |
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+ 6264, 3487, 3204, 3843, 1197, 2323, 4159, 4169, 2446, 3131, 5272, 4340, 1361, 1498, 3300, 4686, 8995, 397, 1812, 5172, // T |
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+ 418, 444, 219, 204, 187, 219, 278, 375, 383, 417, 1063, 333, 218, 1000, 179, 272, 397, 4101, 1266, 499, // W |
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+ 1824, 1338, 1148, 1119, 664, 871, 1268, 1186, 876, 1697, 3945, 1451, 828, 4464, 876, 1188, 1812, 1266, 9380, 2227, // Y |
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+ 5709, 2356, 1759, 2015, 1373, 1682, 2809, 2569, 1691, 7504,11005, 2932, 2310, 2602, 2179, 2695, 5172, 499, 2227,11569};// V |
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+ |
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+const float Blosum30[]= { |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+ 0.0096, |
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+ 0.0038,0.0109, |
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+ 0.0031,0.0019,0.0055, |
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+ 0.0043,0.0026,0.0027,0.0095, |
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+ 0.0014,0.0011,0.0010,0.0010,0.0070, |
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+ 0.0031,0.0031,0.0014,0.0018,0.0007,0.0039, |
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+ 0.0044,0.0031,0.0024,0.0037,0.0018,0.0028,0.0094, |
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+ 0.0052,0.0032,0.0032,0.0035,0.0011,0.0020,0.0035,0.0173, |
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+ 0.0016,0.0014,0.0011,0.0011,0.0004,0.0010,0.0018,0.0015,0.0060, |
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+ 0.0040,0.0022,0.0024,0.0018,0.0012,0.0016,0.0023,0.0036,0.0012,0.0072, |
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+ 0.0056,0.0039,0.0032,0.0043,0.0023,0.0027,0.0051,0.0051,0.0022,0.0066,0.0139, |
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+ 0.0044,0.0043,0.0027,0.0032,0.0010,0.0021,0.0053,0.0039,0.0013,0.0026,0.0044,0.0063, |
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+ 0.0018,0.0012,0.0009,0.0008,0.0004,0.0007,0.0012,0.0013,0.0008,0.0014,0.0027,0.0017,0.0012, |
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+ 0.0027,0.0023,0.0017,0.0011,0.0008,0.0010,0.0016,0.0022,0.0008,0.0027,0.0055,0.0023,0.0008,0.0077, |
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+ 0.0028,0.0021,0.0012,0.0021,0.0007,0.0015,0.0030,0.0030,0.0014,0.0017,0.0027,0.0029,0.0005,0.0011,0.0091, |
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+ 0.0056,0.0035,0.0028,0.0034,0.0013,0.0021,0.0038,0.0051,0.0017,0.0033,0.0047,0.0042,0.0010,0.0027,0.0024,0.0075, |
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+ 0.0040,0.0019,0.0024,0.0024,0.0009,0.0016,0.0023,0.0028,0.0010,0.0027,0.0046,0.0025,0.0010,0.0016,0.0020,0.0041,0.0046, |
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+ 0.0005,0.0007,0.0002,0.0004,0.0003,0.0004,0.0007,0.0011,0.0002,0.0005,0.0009,0.0006,0.0002,0.0007,0.0004,0.0005,0.0003,0.0027, |
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+ 0.0014,0.0022,0.0008,0.0015,0.0004,0.0011,0.0016,0.0016,0.0010,0.0018,0.0045,0.0017,0.0007,0.0024,0.0011,0.0017,0.0014,0.0009,0.0044, |
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+ 0.0056,0.0031,0.0022,0.0027,0.0012,0.0015,0.0026,0.0033,0.0012,0.0063,0.0074,0.0030,0.0015,0.0032,0.0017,0.0036,0.0036,0.0005,0.0024,0.0083}; |
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+ |
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+const float Blosum40[]= { |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+ 0.0148, |
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+ 0.0029,0.0109, |
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+ 0.0029,0.0019,0.0069, |
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+ 0.0032,0.0021,0.0031,0.0126, |
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+ 0.0015,0.0007,0.0007,0.0009,0.0093, |
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+ 0.0026,0.0024,0.0017,0.0016,0.0004,0.0048, |
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+ 0.0040,0.0026,0.0023,0.0048,0.0010,0.0032,0.0118, |
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+ 0.0066,0.0023,0.0035,0.0031,0.0012,0.0020,0.0028,0.0260, |
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+ 0.0014,0.0012,0.0013,0.0014,0.0003,0.0010,0.0015,0.0014,0.0060, |
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+ 0.0037,0.0017,0.0017,0.0016,0.0008,0.0012,0.0018,0.0024,0.0009,0.0105, |
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+ 0.0050,0.0030,0.0021,0.0027,0.0015,0.0023,0.0036,0.0034,0.0017,0.0082,0.0209, |
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+ 0.0041,0.0051,0.0027,0.0030,0.0010,0.0026,0.0045,0.0035,0.0013,0.0023,0.0037,0.0099, |
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+ 0.0017,0.0010,0.0007,0.0007,0.0003,0.0007,0.0010,0.0013,0.0007,0.0018,0.0037,0.0012,0.0018, |
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+ 0.0022,0.0016,0.0013,0.0013,0.0008,0.0008,0.0015,0.0021,0.0009,0.0031,0.0055,0.0018,0.0011,0.0105, |
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+ 0.0027,0.0014,0.0014,0.0019,0.0005,0.0013,0.0026,0.0028,0.0008,0.0020,0.0021,0.0023,0.0007,0.0010,0.0151, |
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+ 0.0060,0.0025,0.0030,0.0030,0.0013,0.0026,0.0034,0.0052,0.0013,0.0025,0.0034,0.0034,0.0011,0.0019,0.0022,0.0089, |
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+ 0.0040,0.0019,0.0022,0.0024,0.0011,0.0015,0.0025,0.0029,0.0009,0.0028,0.0039,0.0029,0.0011,0.0019,0.0022,0.0043,0.0070, |
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+ 0.0007,0.0005,0.0003,0.0003,0.0001,0.0004,0.0005,0.0008,0.0002,0.0005,0.0009,0.0005,0.0002,0.0008,0.0003,0.0004,0.0003,0.0045, |
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+ 0.0019,0.0016,0.0010,0.0011,0.0004,0.0010,0.0014,0.0017,0.0012,0.0020,0.0031,0.0017,0.0010,0.0032,0.0009,0.0015,0.0014,0.0008,0.0060, |
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+ 0.0054,0.0023,0.0017,0.0022,0.0012,0.0014,0.0025,0.0028,0.0008,0.0083,0.0082,0.0027,0.0018,0.0031,0.0018,0.0032,0.0040,0.0005,0.0020,0.0113}; |
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+ |
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+const float Blosum50[]= { |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+ 0.0192, |
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+ 0.0027,0.0152, |
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+ 0.0024,0.0020,0.0101, |
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+ 0.0026,0.0019,0.0035,0.0161, |
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+ 0.0015,0.0005,0.0006,0.0005,0.0091, |
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105 |
+ 0.0022,0.0025,0.0016,0.0017,0.0004,0.0057, |
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+ 0.0034,0.0029,0.0023,0.0048,0.0006,0.0033,0.0141, |
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+ 0.0062,0.0020,0.0031,0.0028,0.0009,0.0017,0.0023,0.0316, |
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108 |
+ 0.0012,0.0013,0.0015,0.0011,0.0003,0.0010,0.0013,0.0011,0.0064, |
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109 |
+ 0.0035,0.0015,0.0013,0.0012,0.0008,0.0011,0.0015,0.0018,0.0007,0.0140, |
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110 |
+ 0.0048,0.0028,0.0017,0.0018,0.0014,0.0019,0.0026,0.0027,0.0013,0.0104,0.0304, |
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+ 0.0033,0.0064,0.0027,0.0026,0.0006,0.0029,0.0043,0.0028,0.0014,0.0017,0.0027,0.0130, |
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112 |
+ 0.0016,0.0009,0.0007,0.0005,0.0004,0.0008,0.0008,0.0009,0.0005,0.0022,0.0042,0.0010,0.0029, |
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113 |
+ 0.0020,0.0012,0.0009,0.0008,0.0006,0.0007,0.0012,0.0015,0.0009,0.0030,0.0058,0.0012,0.0012,0.0154, |
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114 |
+ 0.0022,0.0011,0.0011,0.0015,0.0004,0.0011,0.0019,0.0019,0.0006,0.0013,0.0017,0.0018,0.0005,0.0007,0.0171, |
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+ 0.0062,0.0025,0.0032,0.0028,0.0011,0.0022,0.0030,0.0044,0.0012,0.0021,0.0029,0.0031,0.0010,0.0016,0.0018,0.0111, |
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+ 0.0039,0.0021,0.0026,0.0022,0.0010,0.0015,0.0024,0.0025,0.0009,0.0029,0.0038,0.0026,0.0011,0.0015,0.0016,0.0047,0.0100, |
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+ 0.0005,0.0004,0.0002,0.0002,0.0001,0.0003,0.0004,0.0005,0.0002,0.0005,0.0008,0.0004,0.0003,0.0009,0.0002,0.0003,0.0004,0.0059, |
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118 |
+ 0.0015,0.0013,0.0009,0.0009,0.0004,0.0009,0.0012,0.0012,0.0013,0.0018,0.0027,0.0013,0.0007,0.0039,0.0006,0.0013,0.0012,0.0008,0.0077, |
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119 |
+ 0.0054,0.0020,0.0015,0.0016,0.0013,0.0014,0.0020,0.0022,0.0007,0.0107,0.0092,0.0022,0.0021,0.0030,0.0016,0.0029,0.0041,0.0005,0.0018,0.0164}; |
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+ |
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+const float Blosum65[]= { |
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+// A R N D C Q E G H I L K M F P S T W Y V |
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+ 0.0222, |
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+ 0.0022,0.0181, |
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+ 0.0019,0.0019,0.0148, |
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126 |
+ 0.0021,0.0015,0.0037,0.0225, |
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127 |
+ 0.0016,0.0004,0.0004,0.0004,0.0127, |
|
128 |
+ 0.0018,0.0024,0.0015,0.0016,0.0003,0.0076, |
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129 |
+ 0.0029,0.0025,0.0021,0.0049,0.0003,0.0034,0.0168, |
|
130 |
+ 0.0057,0.0016,0.0027,0.0024,0.0007,0.0013,0.0018,0.0396, |
|
131 |
+ 0.0010,0.0013,0.0014,0.0009,0.0002,0.0010,0.0013,0.0009,0.0096, |
|
132 |
+ 0.0031,0.0012,0.0009,0.0011,0.0012,0.0008,0.0012,0.0013,0.0006,0.0191, |
|
133 |
+ 0.0043,0.0023,0.0013,0.0014,0.0016,0.0016,0.0019,0.0020,0.0009,0.0115,0.0388, |
|
134 |
+ 0.0032,0.0062,0.0024,0.0024,0.0005,0.0030,0.0040,0.0024,0.0012,0.0015,0.0024,0.0166, |
|
135 |
+ 0.0013,0.0007,0.0005,0.0004,0.0004,0.0007,0.0006,0.0007,0.0003,0.0025,0.0052,0.0008,0.0045, |
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136 |
+ 0.0016,0.0009,0.0007,0.0007,0.0005,0.0005,0.0008,0.0011,0.0008,0.0030,0.0056,0.0009,0.0012,0.0186, |
|
137 |
+ 0.0021,0.0009,0.0008,0.0011,0.0003,0.0008,0.0014,0.0013,0.0005,0.0009,0.0013,0.0015,0.0004,0.0005,0.0195, |
|
138 |
+ 0.0065,0.0022,0.0030,0.0027,0.0011,0.0018,0.0029,0.0037,0.0011,0.0017,0.0024,0.0030,0.0008,0.0012,0.0016,0.0137, |
|
139 |
+ 0.0037,0.0017,0.0022,0.0019,0.0009,0.0013,0.0021,0.0022,0.0007,0.0027,0.0033,0.0023,0.0010,0.0012,0.0013,0.0048,0.0133, |
|
140 |
+ 0.0004,0.0003,0.0002,0.0001,0.0002,0.0002,0.0002,0.0004,0.0002,0.0004,0.0007,0.0003,0.0002,0.0009,0.0001,0.0003,0.0003,0.0074, |
|
141 |
+ 0.0013,0.0009,0.0007,0.0006,0.0004,0.0006,0.0008,0.0008,0.0016,0.0015,0.0023,0.0010,0.0006,0.0043,0.0004,0.0010,0.0009,0.0010,0.0113, |
|
142 |
+ 0.0049,0.0015,0.0011,0.0012,0.0014,0.0011,0.0016,0.0017,0.0006,0.0120,0.0094,0.0019,0.0023,0.0025,0.0012,0.0023,0.0035,0.0004,0.0015,0.0206}; |
|
143 |
+ |
|
144 |
+ |
|
145 |
+const float Blosum80[]= { |
|
146 |
+// A R N D C Q E G H I L K M F P S T W Y V |
|
147 |
+ 0.0252, |
|
148 |
+ 0.0020,0.0210, |
|
149 |
+ 0.0016,0.0017,0.0166, |
|
150 |
+ 0.0018,0.0013,0.0037,0.0262, |
|
151 |
+ 0.0015,0.0003,0.0004,0.0003,0.0172, |
|
152 |
+ 0.0017,0.0024,0.0014,0.0014,0.0003,0.0094, |
|
153 |
+ 0.0028,0.0023,0.0019,0.0048,0.0003,0.0035,0.0208, |
|
154 |
+ 0.0053,0.0015,0.0025,0.0022,0.0006,0.0011,0.0017,0.0463, |
|
155 |
+ 0.0009,0.0012,0.0012,0.0008,0.0002,0.0011,0.0012,0.0008,0.0104, |
|
156 |
+ 0.0027,0.0010,0.0007,0.0008,0.0011,0.0007,0.0010,0.0009,0.0004,0.0220, |
|
157 |
+ 0.0036,0.0018,0.0011,0.0011,0.0014,0.0014,0.0015,0.0016,0.0008,0.0111,0.0442, |
|
158 |
+ 0.0029,0.0061,0.0022,0.0020,0.0004,0.0028,0.0036,0.0020,0.0010,0.0012,0.0019,0.0190, |
|
159 |
+ 0.0011,0.0006,0.0004,0.0003,0.0004,0.0007,0.0006,0.0005,0.0003,0.0025,0.0052,0.0007,0.0053, |
|
160 |
+ 0.0014,0.0007,0.0006,0.0006,0.0005,0.0005,0.0006,0.0009,0.0007,0.0027,0.0052,0.0007,0.0010,0.0211, |
|
161 |
+ 0.0021,0.0009,0.0007,0.0009,0.0003,0.0007,0.0012,0.0010,0.0004,0.0007,0.0012,0.0012,0.0003,0.0004,0.0221, |
|
162 |
+ 0.0064,0.0020,0.0029,0.0024,0.0010,0.0017,0.0026,0.0034,0.0010,0.0015,0.0021,0.0026,0.0007,0.0010,0.0014,0.0167, |
|
163 |
+ 0.0036,0.0015,0.0020,0.0016,0.0009,0.0012,0.0019,0.0019,0.0007,0.0024,0.0028,0.0020,0.0009,0.0011,0.0011,0.0048,0.0156, |
|
164 |
+ 0.0003,0.0002,0.0001,0.0001,0.0001,0.0002,0.0002,0.0003,0.0001,0.0003,0.0006,0.0002,0.0002,0.0007,0.0001,0.0002,0.0002,0.0087, |
|
165 |
+ 0.0011,0.0007,0.0006,0.0005,0.0003,0.0005,0.0006,0.0006,0.0016,0.0013,0.0020,0.0008,0.0005,0.0046,0.0003,0.0009,0.0008,0.0010,0.0148, |
|
166 |
+ 0.0046,0.0013,0.0009,0.0010,0.0013,0.0010,0.0015,0.0014,0.0005,0.0123,0.0089,0.0015,0.0022,0.0022,0.0010,0.0021,0.0033,0.0004,0.0012,0.0246}; |
|
167 |
+ |
|
168 |
+const float mism = 2000; // standard mismatch score |
|
169 |
+const float matc = 7000; |
|
170 |
+ |
|
171 |
+// RNA matrix, Gonnet type format |
|
172 |
+const float ribosum[]={ |
|
173 |
+// A C G T U R Y M K S W B D H V N ? ? ? ? |
|
174 |
+ 9500, 600, 700, 900, 900, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // A |
|
175 |
+ 600, 4000, 300, 1200, 1200, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // C |
|
176 |
+ 700, 300, 3500, 700, 700, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // G |
|
177 |
+ 900, 1200, 700, 8200, 8200, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // T |
|
178 |
+ 900, 1200, 700, 8200, 8200, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // U |
|
179 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // R |
|
180 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // Y |
|
181 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // M |
|
182 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // K |
|
183 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // S |
|
184 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // W |
|
185 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // B |
|
186 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // D |
|
187 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // H |
|
188 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // V |
|
189 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // N |
|
190 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
191 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
192 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
193 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism};// ? |
|
194 |
+ |
|
195 |
+const float dna_basic[]={ |
|
196 |
+// A C G T U R Y M K S W B D H V N ? ? ? ? |
|
197 |
+ matc, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // A |
|
198 |
+ mism, matc, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // C |
|
199 |
+ mism, mism, matc, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // G |
|
200 |
+ mism, mism, mism, matc, matc, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // T |
|
201 |
+ mism, mism, mism, matc, matc, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // U |
|
202 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // R |
|
203 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // Y |
|
204 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // M |
|
205 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // K |
|
206 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // S |
|
207 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // W |
|
208 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // B |
|
209 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // D |
|
210 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // H |
|
211 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // V |
|
212 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // N |
|
213 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
214 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
215 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
216 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism};// ? |
|
217 |
+ |
|
218 |
+const float dave_nucleo[]={ |
|
219 |
+// A C G T U R Y M K S W B D H V N ? ? ? ? |
|
220 |
+ 8000, 1500, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // A |
|
221 |
+ 1500, 6500, 1000, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // C |
|
222 |
+ mism, 1000, 6500, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // G |
|
223 |
+ mism, mism, mism, 7000, 7000, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // T |
|
224 |
+ mism, mism, mism, 7000, 7000, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // U |
|
225 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // R |
|
226 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // Y |
|
227 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // M |
|
228 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // K |
|
229 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // S |
|
230 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // W |
|
231 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // B |
|
232 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // D |
|
233 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // H |
|
234 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // V |
|
235 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // N |
|
236 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
237 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
238 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, // ? |
|
239 |
+ mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism, mism};// ? |
|
240 |
+ |
|
241 |
+// prediction accuracy of Psipred: |
|
242 |
+// Ppred[cf][B][A] = P(A,B,cf)/P(A)/P(B,cf) = P(A|B,cf)/P(A) |
|
243 |
+// A = observed ss state B = predicted ss state cf = confidence value of prediction |
|
244 |
+//float Ppred[MAXCF][NSSPRED][NDSSP]= |
|
245 |
+const float Ppred[]= |
|
246 |
+ { |
|
247 |
+//pred/obs - H E ~ S T G B |
|
248 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=- |
|
249 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // H |
|
250 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // E |
|
251 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // ~ |
|
252 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=0 |
|
253 |
+ 1.000, 1.128, 0.519, 0.834, 0.957, 1.488, 2.106, 1.085 , // H |
|
254 |
+ 1.000, 0.233, 2.240, 1.216, 0.913, 0.519, 0.923, 1.759 , // E |
|
255 |
+ 1.000, 0.640, 1.017, 1.122, 1.069, 1.242, 2.140, 1.999 , // ~ |
|
256 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=1 |
|
257 |
+ 1.000, 1.251, 0.485, 0.771, 0.847, 1.371, 2.266, 0.864 , // H |
|
258 |
+ 1.000, 0.222, 2.542, 1.069, 0.804, 0.428, 0.671, 1.728 , // E |
|
259 |
+ 1.000, 0.474, 1.103, 1.295, 1.232, 1.214, 1.835, 1.989 , // ~ |
|
260 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=2 |
|
261 |
+ 1.000, 1.383, 0.426, 0.637, 0.778, 1.349, 2.436, 0.824 , // H |
|
262 |
+ 1.000, 0.202, 2.769, 0.999, 0.714, 0.320, 0.551, 1.566 , // E |
|
263 |
+ 1.000, 0.395, 1.005, 1.407, 1.376, 1.336, 1.725, 2.063 , // ~ |
|
264 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=3 |
|
265 |
+ 1.000, 1.531, 0.369, 0.552, 0.682, 1.280, 2.420, 0.698 , // H |
|
266 |
+ 1.000, 0.169, 2.970, 0.954, 0.556, 0.273, 0.489, 1.504 , // E |
|
267 |
+ 1.000, 0.352, 0.843, 1.515, 1.542, 1.456, 1.684, 1.958 , // ~ |
|
268 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=4 |
|
269 |
+ 1.000, 1.750, 0.305, 0.444, 0.537, 1.134, 2.295, 0.600 , // H |
|
270 |
+ 1.000, 0.124, 3.179, 0.847, 0.513, 0.228, 0.413, 1.897 , // E |
|
271 |
+ 1.000, 0.282, 0.718, 1.664, 1.630, 1.577, 1.625, 1.877 , // ~ |
|
272 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=5 |
|
273 |
+ 1.000, 1.952, 0.250, 0.353, 0.456, 0.982, 2.050, 0.466 , // H |
|
274 |
+ 1.000, 0.102, 3.464, 0.699, 0.453, 0.174, 0.284, 1.357 , // E |
|
275 |
+ 1.000, 0.227, 0.574, 1.782, 1.846, 1.681, 1.418, 1.885 , // ~ |
|
276 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=6 |
|
277 |
+ 1.000, 2.183, 0.171, 0.263, 0.319, 0.792, 1.933, 0.345 , // H |
|
278 |
+ 1.000, 0.079, 3.712, 0.612, 0.281, 0.133, 0.196, 1.089 , // E |
|
279 |
+ 1.000, 0.173, 0.458, 1.915, 2.007, 1.766, 1.220, 1.704 , // ~ |
|
280 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=7 |
|
281 |
+ 1.000, 2.389, 0.132, 0.192, 0.224, 0.605, 1.605, 0.183 , // H |
|
282 |
+ 1.000, 0.053, 3.997, 0.449, 0.201, 0.072, 0.141, 0.919 , // E |
|
283 |
+ 1.000, 0.109, 0.328, 2.013, 2.304, 1.882, 0.960, 1.512 , // ~ |
|
284 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=8 |
|
285 |
+ 1.000, 2.668, 0.065, 0.098, 0.144, 0.354, 1.059, 0.102 , // H |
|
286 |
+ 1.000, 0.029, 4.285, 0.284, 0.113, 0.044, 0.059, 0.522 , // E |
|
287 |
+ 1.000, 0.053, 0.200, 2.099, 2.444, 2.133, 0.671, 1.290 , // ~ |
|
288 |
+ 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=9 |
|
289 |
+ 1.000, 2.966, 0.009, 0.023, 0.036, 0.113, 0.214, 0.017 , // H |
|
290 |
+ 1.000, 0.010, 4.555, 0.119, 0.027, 0.010, 0.013, 0.209 , // E |
|
291 |
+ 1.000, 0.026, 0.101, 2.576, 1.853, 2.204, 0.308, 0.499 // ~ |
|
292 |
+ }; |
|
293 |
+ |
|
294 |
+// float Ppred[]= |
|
295 |
+// { |
|
296 |
+// //pred/obs - H E ~ S T G B |
|
297 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=- |
|
298 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
299 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
300 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
301 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=0 |
|
302 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
303 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
304 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
305 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=1 |
|
306 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
307 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
308 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
309 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=2 |
|
310 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
311 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
312 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
313 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=3 |
|
314 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
315 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
316 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
317 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=4 |
|
318 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
319 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
320 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
321 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=5 |
|
322 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
323 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
324 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
325 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=6 |
|
326 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
327 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
328 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
329 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=7 |
|
330 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
331 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
332 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
333 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=8 |
|
334 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
335 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
336 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
337 |
+// 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000, 1.000 , // - conf=9 |
|
338 |
+// 1.000, 2.000, 0.500, 1.000, 1.000, 1.000, 1.000, 0.500, // H |
|
339 |
+// 1.000, 0.500, 2.000, 0.500, 1.000, 1.000, 0.500, 1.000, // E |
|
340 |
+// 1.000, 1.000, 1.000, 2.000, 2.000, 2.000, 1.000, 1.000, // ~ |
|
341 |
+ |
|
342 |
+ |
|
343 |
+float Pobs[]={0, 0.3268,0.2119,0.2061,0.0913,0.1143,0.0376,0.0120}; |
|
344 |
+ |
|
345 |
+float Pevo_full[]= |
|
346 |
+ { |
|
347 |
+// - H E C |
|
348 |
+ 1.00, 0.00, 0.00, 0.00, |
|
349 |
+ 0.00, 0.94, 0.00, 0.04, |
|
350 |
+ 0.00, 0.00, 0.92, 0.04, |
|
351 |
+ 0.00, 0.06, 0.08, 0.92 |
|
352 |
+ }; |
|
353 |
+ |
|
354 |
+//psipred accuracy for confidence values 0-9 |
|
355 |
+const float p_acc[]={0.00,0.47,0.53,0.56,0.58,0.62,0.69,0.74,0.82,0.88,0.96}; |
|
356 |
+ |
|
357 |
+/** |
|
358 |
+ * @brief |
|
359 |
+ */ |
|
360 |
+void |
|
361 |
+SetBlosumMatrix(const float BlosumXX[]) |
|
362 |
+{ |
|
363 |
+ int a,b,n=0; |
|
364 |
+ if (v>=3) printf("Using the BLOSUM%2i matrix\n",par.matrix); |
|
365 |
+ for (a=0; a<20; ++a) |
|
366 |
+ for (pb[a]=0.0f, b=0; b<=a; ++b,++n) |
|
367 |
+ P[a][b] = BlosumXX[n]; |
|
368 |
+ for (a=0; a<19; a++) |
|
369 |
+ for (b=a+1; b<20; ++b) |
|
370 |
+ P[a][b] = P[b][a]; |
|
371 |
+ for (a=0; a<20; ++a) P[a][20]=P[20][a]=1.0f; |
|
372 |
+ return; |
|
373 |
+} |
|
374 |
+ |
|
375 |
+///////////////////////////////////////////////////////////////////////////////////// |
|
376 |
+/** |
|
377 |
+ * @brief Set (global variable) substitution matrix with derived matrices and background frequencies |
|
378 |
+ */ |
|
379 |
+void |
|
380 |
+SetSubstitutionMatrix() |
|
381 |
+{ |
|
382 |
+ int a,b; |
|
383 |
+ switch (par.matrix) |
|
384 |
+ { |
|
385 |
+ default: |
|
386 |
+ case 0: //Gonnet matrix |
|
387 |
+ if (v>=3) cout<<"Using the Gonnet matrix "; |
|
388 |
+ for (a=0; a<20; ++a) |
|
389 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) |
|
390 |
+ P[a][b] = 0.000001f*Gonnet[a*20+b]; |
|
391 |
+ for (a=0; a<20; ++a) P[a][20]=P[20][a]=1.0f; |
|
392 |
+ break; |
|
393 |
+ |
|
394 |
+ case 30: //BLOSUM30 |
|
395 |
+ SetBlosumMatrix(Blosum30); |
|
396 |
+ break; |
|
397 |
+ case 40: //BLOSUM40 |
|
398 |
+ SetBlosumMatrix(Blosum40); |
|
399 |
+ break; |
|
400 |
+ case 50: //BLOSUM50 |
|
401 |
+ SetBlosumMatrix(Blosum50); |
|
402 |
+ break; |
|
403 |
+ case 65: //BLOSUM65 |
|
404 |
+ SetBlosumMatrix(Blosum65); |
|
405 |
+ break; |
|
406 |
+ case 80: //BLOSUM80 |
|
407 |
+ SetBlosumMatrix(Blosum80); |
|
408 |
+ break; |
|
409 |
+ } |
|
410 |
+ |
|
411 |
+ // Check transition probability matrix, renormalize P and calculate pb[a] |
|
412 |
+ float sumab=0.0f; |
|
413 |
+ for (a=0; a<20; a++) |
|
414 |
+ for (b=0; b<20; ++b) sumab+=P[a][b]; |
|
415 |
+ for (a=0; a<20; a++) |
|
416 |
+ for (b=0; b<20; ++b) P[a][b]/=sumab; |
|
417 |
+ for (a=0; a<20; a++) |
|
418 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) pb[a]+=P[a][b]; |
|
419 |
+ |
|
420 |
+ //Compute similarity matrix for amino acid pairs (for calculating consensus sequence) |
|
421 |
+ for (a=0; a<20; ++a) |
|
422 |
+ for (b=0; b<20; ++b) |
|
423 |
+ Sim[a][b] = P[a][b]*P[a][b]/P[a][a]/P[b][b]; |
|
424 |
+ |
|
425 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
426 |
+ for (a=0; a<20; ++a) |
|
427 |
+ for (b=0; b<20; ++b) |
|
428 |
+ R[a][b] = P[a][b]/pb[b]; //R[a][b]=P(a|b) |
|
429 |
+ |
|
430 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
431 |
+ for (a=0; a<20; ++a) |
|
432 |
+ for (b=0; b<20; ++b) |
|
433 |
+ S[a][b] = log2(R[a][b]/pb[a]); // S[a][b] = log2(P(a,b)/P(a)/P(b)) |
|
434 |
+ |
|
435 |
+ // Evaluate sequence identity underlying substitution matrix |
|
436 |
+ if (v>=3) |
|
437 |
+ { |
|
438 |
+ float id=0.0f; |
|
439 |
+ float entropy=0.0f; |
|
440 |
+ float entropy_pb=0.0f; |
|
441 |
+ float mut_info=0.0f; |
|
442 |
+ for (a=0; a<20; ++a) id+=P[a][a]; |
|
443 |
+ for (a=0; a<20; ++a) entropy_pb-=pb[a]*log2(pb[a]); |
|
444 |
+ for (a=0; a<20; ++a) |
|
445 |
+ for (b=0; b<20; ++b) |
|
446 |
+ { |
|
447 |
+ entropy-=P[a][b]*log2(R[a][b]); |
|
448 |
+ mut_info += P[a][b]*S[a][b]; |
|
449 |
+ } |
|
450 |
+ |
|
451 |
+ printf(": sequence identity = %2.0f%%; entropy per column = %4.2f bits (out of %4.2f); mutual information = %4.2f bits\n",100*id,entropy,entropy_pb,mut_info); |
|
452 |
+ } |
|
453 |
+ |
|
454 |
+ if (v>=4) //Debugging: probability matrix and dissimilarity matrix |
|
455 |
+ { |
|
456 |
+ cout<<"Check matrix: before renormalization sum P(a,b)= "<<sumab<<"...\n";//PRINT |
|
457 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
458 |
+ cout<<"p[] "; |
|
459 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*pb[a]); |
|
460 |
+ cout<<endl<<"\nSubstitution matrix log2( P(a,b)/p(a)/p(b) ) (in bits):\n"; |
|
461 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
462 |
+ for (b=0; b<20; b++) |
|
463 |
+ { |
|
464 |
+ cout<<i2aa(b)<<" "; |
|
465 |
+ for (a=0; a<20; a++) printf("%4.1f ",S[a][b]); |
|
466 |
+ cout<<endl; |
|
467 |
+ } |
|
468 |
+ cout<<endl<<"\nOdds matrix P(a,b)/p(a)/p(b):\n"; |
|
469 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
470 |
+ for (b=0; b<20; b++) |
|
471 |
+ { |
|
472 |
+ cout<<i2aa(b)<<" "; |
|
473 |
+ for (a=0; a<20; a++) printf("%4.1f ",P[b][a]/pb[a]/pb[b]); |
|
474 |
+ cout<<endl; |
|
475 |
+ } |
|
476 |
+ cout<<endl<<"\nMatrix of conditional probabilities P(a|b) = P(a,b)/p(b) (in %):\n"; |
|
477 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
478 |
+ for (b=0; b<20; b++) |
|
479 |
+ { |
|
480 |
+ cout<<i2aa(b)<<" "; |
|
481 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*R[b][a]); |
|
482 |
+ cout<<endl; |
|
483 |
+ } |
|
484 |
+ cout<<endl<<"\nProbability matrix P(a,b) (in %):\n"; |
|
485 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
486 |
+ for (b=0; b<20; b++) |
|
487 |
+ { |
|
488 |
+ cout<<i2aa(b)<<" "; |
|
489 |
+ for (a=0; a<20; a++) printf("%5.0f ",1000000*P[b][a]); |
|
490 |
+ cout<<endl; |
|
491 |
+ } |
|
492 |
+ cout<<endl<<"Similarity matrix P(a,b)^2/P(a,a,)/P(b,b) (in %):\n"; |
|
493 |
+ cout<<" A R N D C Q E G H I L K M F P S T W Y V\n"; |
|
494 |
+ for (b=0; b<20; b++) |
|
495 |
+ { |
|
496 |
+ cout<<i2aa(b)<<" "; |
|
497 |
+ for (a=0; a<20; a++) printf("%4.0f ",100*Sim[b][a]); |
|
498 |
+ cout<<endl; |
|
499 |
+ } |
|
500 |
+ cout<<endl; |
|
501 |
+ |
|
502 |
+ |
|
503 |
+ } |
|
504 |
+} |
|
505 |
+ |
|
506 |
+///////////////////////////////////////////////////////////////////////////////////// |
|
507 |
+/** |
|
508 |
+ * @brief Set (global variable) substitution matrix with derived matrices and background frequencies |
|
509 |
+ */ |
|
510 |
+void |
|
511 |
+SetRnaSubstitutionMatrix() |
|
512 |
+{ |
|
513 |
+ printf("SET RNA SUBSTITUTION MATRIX ...."); |
|
514 |
+ int a,b; |
|
515 |
+ for (a=0; a<20; ++a) |
|
516 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) |
|
517 |
+ P[a][b] = 0.000001f*ribosum[a*20+b]; |
|
518 |
+ for (a=0; a<20; ++a) P[a][20]=P[20][a]=1.0f; |
|
519 |
+ |
|
520 |
+ // Check transition probability matrix, renormalize P and calculate pb[a] |
|
521 |
+ float sumab=0.0f; |
|
522 |
+ for (a=0; a<20; a++) |
|
523 |
+ for (b=0; b<20; ++b) sumab+=P[a][b]; |
|
524 |
+ for (a=0; a<20; a++) |
|
525 |
+ for (b=0; b<20; ++b) P[a][b]/=sumab; |
|
526 |
+ for (a=0; a<20; a++) |
|
527 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) pb[a]+=P[a][b]; |
|
528 |
+ |
|
529 |
+ //Compute similarity matrix for amino acid pairs (for calculating consensus sequence) |
|
530 |
+ for (a=0; a<20; ++a) |
|
531 |
+ for (b=0; b<20; ++b) |
|
532 |
+ Sim[a][b] = P[a][b]*P[a][b]/P[a][a]/P[b][b]; |
|
533 |
+ |
|
534 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
535 |
+ for (a=0; a<20; ++a) |
|
536 |
+ for (b=0; b<20; ++b) |
|
537 |
+ R[a][b] = P[a][b]/pb[b]; //R[a][b]=P(a|b) |
|
538 |
+ |
|
539 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
540 |
+ for (a=0; a<20; ++a) |
|
541 |
+ for (b=0; b<20; ++b) |
|
542 |
+ S[a][b] = log2(R[a][b]/pb[a]); // S[a][b] = log2(P(a,b)/P(a)/P(b)) |
|
543 |
+ |
|
544 |
+ // Evaluate sequence identity underlying substitution matrix |
|
545 |
+ if (v>=3) |
|
546 |
+ { |
|
547 |
+ float id=0.0f; |
|
548 |
+ float entropy=0.0f; |
|
549 |
+ float entropy_pb=0.0f; |
|
550 |
+ float mut_info=0.0f; |
|
551 |
+ for (a=0; a<20; ++a) id+=P[a][a]; |
|
552 |
+ for (a=0; a<20; ++a) entropy_pb-=pb[a]*log2(pb[a]); |
|
553 |
+ for (a=0; a<20; ++a) |
|
554 |
+ for (b=0; b<20; ++b) |
|
555 |
+ { |
|
556 |
+ entropy-=P[a][b]*log2(R[a][b]); |
|
557 |
+ mut_info += P[a][b]*S[a][b]; |
|
558 |
+ } |
|
559 |
+ |
|
560 |
+ printf(": sequence identity = %2.0f%%; entropy per column = %4.2f bits (out of %4.2f); mutual information = %4.2f bits\n",100*id,entropy,entropy_pb,mut_info); |
|
561 |
+ } |
|
562 |
+ |
|
563 |
+ if (v>=4) //Debugging: probability matrix and dissimilarity matrix |
|
564 |
+ { |
|
565 |
+ cout<<"Check matrix: before renormalization sum P(a,b)= "<<sumab<<"...\n";//PRINT |
|
566 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
567 |
+ cout<<"p[] "; |
|
568 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*pb[a]); |
|
569 |
+ cout<<endl<<"\nSubstitution matrix log2( P(a,b)/p(a)/p(b) ) (in bits):\n"; |
|
570 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
571 |
+ for (b=0; b<20; b++) |
|
572 |
+ { |
|
573 |
+ cout<<i2aa(b)<<" "; |
|
574 |
+ for (a=0; a<20; a++) printf("%4.1f ",S[a][b]); |
|
575 |
+ cout<<endl; |
|
576 |
+ } |
|
577 |
+ cout<<endl<<"\nOdds matrix P(a,b)/p(a)/p(b):\n"; |
|
578 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
579 |
+ for (b=0; b<20; b++) |
|
580 |
+ { |
|
581 |
+ cout<<i2aa(b)<<" "; |
|
582 |
+ for (a=0; a<20; a++) printf("%4.1f ",P[b][a]/pb[a]/pb[b]); |
|
583 |
+ cout<<endl; |
|
584 |
+ } |
|
585 |
+ cout<<endl<<"\nMatrix of conditional probabilities P(a|b) = P(a,b)/p(b) (in %):\n"; |
|
586 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
587 |
+ for (b=0; b<20; b++) |
|
588 |
+ { |
|
589 |
+ cout<<i2aa(b)<<" "; |
|
590 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*R[b][a]); |
|
591 |
+ cout<<endl; |
|
592 |
+ } |
|
593 |
+ cout<<endl<<"\nProbability matrix P(a,b) (in %):\n"; |
|
594 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
595 |
+ for (b=0; b<20; b++) |
|
596 |
+ { |
|
597 |
+ cout<<i2aa(b)<<" "; |
|
598 |
+ for (a=0; a<20; a++) printf("%5.0f ",1000000*P[b][a]); |
|
599 |
+ cout<<endl; |
|
600 |
+ } |
|
601 |
+ cout<<endl<<"Similarity matrix P(a,b)^2/P(a,a,)/P(b,b) (in %):\n"; |
|
602 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
603 |
+ for (b=0; b<20; b++) |
|
604 |
+ { |
|
605 |
+ cout<<i2aa(b)<<" "; |
|
606 |
+ for (a=0; a<20; a++) printf("%4.0f ",100*Sim[b][a]); |
|
607 |
+ cout<<endl; |
|
608 |
+ } |
|
609 |
+ cout<<endl; |
|
610 |
+ |
|
611 |
+ |
|
612 |
+ } |
|
613 |
+} |
|
614 |
+ |
|
615 |
+///////////////////////////////////////////////////////////////////////////////////// |
|
616 |
+/** |
|
617 |
+ * @brief Set (global variable) substitution matrix with derived matrices and background frequencies |
|
618 |
+ */ |
|
619 |
+void |
|
620 |
+SetDnaSubstitutionMatrix() |
|
621 |
+{ |
|
622 |
+ |
|
623 |
+ int a,b; |
|
624 |
+ for (a=0; a<20; ++a) |
|
625 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) |
|
626 |
+ P[a][b] = 0.000001f*dna_basic[a*20+b]; |
|
627 |
+ for (a=0; a<20; ++a) P[a][20]=P[20][a]=1.0f; |
|
628 |
+ |
|
629 |
+ // Check transition probability matrix, renormalize P and calculate pb[a] |
|
630 |
+ float sumab=0.0f; |
|
631 |
+ for (a=0; a<20; a++) |
|
632 |
+ for (b=0; b<20; ++b) sumab+=P[a][b]; |
|
633 |
+ for (a=0; a<20; a++) |
|
634 |
+ for (b=0; b<20; ++b) P[a][b]/=sumab; |
|
635 |
+ for (a=0; a<20; a++) |
|
636 |
+ for (pb[a]=0.0f, b=0; b<20; ++b) pb[a]+=P[a][b]; |
|
637 |
+ |
|
638 |
+ //Compute similarity matrix for amino acid pairs (for calculating consensus sequence) |
|
639 |
+ for (a=0; a<20; ++a) |
|
640 |
+ for (b=0; b<20; ++b) |
|
641 |
+ Sim[a][b] = P[a][b]*P[a][b]/P[a][a]/P[b][b]; |
|
642 |
+ |
|
643 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
644 |
+ for (a=0; a<20; ++a) |
|
645 |
+ for (b=0; b<20; ++b) |
|
646 |
+ R[a][b] = P[a][b]/pb[b]; //R[a][b]=P(a|b) |
|
647 |
+ |
|
648 |
+ //Precompute matrix R for amino acid pseudocounts: |
|
649 |
+ for (a=0; a<20; ++a) |
|
650 |
+ for (b=0; b<20; ++b) |
|
651 |
+ S[a][b] = log2(R[a][b]/pb[a]); // S[a][b] = log2(P(a,b)/P(a)/P(b)) |
|
652 |
+ |
|
653 |
+ // Evaluate sequence identity underlying substitution matrix |
|
654 |
+ if (v>=3) |
|
655 |
+ { |
|
656 |
+ float id=0.0f; |
|
657 |
+ float entropy=0.0f; |
|
658 |
+ float entropy_pb=0.0f; |
|
659 |
+ float mut_info=0.0f; |
|
660 |
+ for (a=0; a<20; ++a) id+=P[a][a]; |
|
661 |
+ for (a=0; a<20; ++a) entropy_pb-=pb[a]*log2(pb[a]); |
|
662 |
+ for (a=0; a<20; ++a) |
|
663 |
+ for (b=0; b<20; ++b) |
|
664 |
+ { |
|
665 |
+ entropy-=P[a][b]*log2(R[a][b]); |
|
666 |
+ mut_info += P[a][b]*S[a][b]; |
|
667 |
+ } |
|
668 |
+ |
|
669 |
+ printf(": sequence identity = %2.0f%%; entropy per column = %4.2f bits (out of %4.2f); mutual information = %4.2f bits\n",100*id,entropy,entropy_pb,mut_info); |
|
670 |
+ } |
|
671 |
+ |
|
672 |
+ if (v>=4) //Debugging: probability matrix and dissimilarity matrix |
|
673 |
+ { |
|
674 |
+ cout<<"Check matrix: before renormalization sum P(a,b)= "<<sumab<<"...\n";//PRINT |
|
675 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
676 |
+ cout<<"p[] "; |
|
677 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*pb[a]); |
|
678 |
+ cout<<endl<<"\nSubstitution matrix log2( P(a,b)/p(a)/p(b) ) (in bits):\n"; |
|
679 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
680 |
+ for (b=0; b<20; b++) |
|
681 |
+ { |
|
682 |
+ cout<<i2aa(b)<<" "; |
|
683 |
+ for (a=0; a<20; a++) printf("%4.1f ",S[a][b]); |
|
684 |
+ cout<<endl; |
|
685 |
+ } |
|
686 |
+ cout<<endl<<"\nOdds matrix P(a,b)/p(a)/p(b):\n"; |
|
687 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
688 |
+ for (b=0; b<20; b++) |
|
689 |
+ { |
|
690 |
+ cout<<i2aa(b)<<" "; |
|
691 |
+ for (a=0; a<20; a++) printf("%4.1f ",P[b][a]/pb[a]/pb[b]); |
|
692 |
+ cout<<endl; |
|
693 |
+ } |
|
694 |
+ cout<<endl<<"\nMatrix of conditional probabilities P(a|b) = P(a,b)/p(b) (in %):\n"; |
|
695 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
696 |
+ for (b=0; b<20; b++) |
|
697 |
+ { |
|
698 |
+ cout<<i2aa(b)<<" "; |
|
699 |
+ for (a=0; a<20; a++) printf("%4.1f ",100*R[b][a]); |
|
700 |
+ cout<<endl; |
|
701 |
+ } |
|
702 |
+ cout<<endl<<"\nProbability matrix P(a,b) (in %):\n"; |
|
703 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
704 |
+ for (b=0; b<20; b++) |
|
705 |
+ { |
|
706 |
+ cout<<i2aa(b)<<" "; |
|
707 |
+ for (a=0; a<20; a++) printf("%5.0f ",1000000*P[b][a]); |
|
708 |
+ cout<<endl; |
|
709 |
+ } |
|
710 |
+ cout<<endl<<"Similarity matrix P(a,b)^2/P(a,a,)/P(b,b) (in %):\n"; |
|
711 |
+ cout<<" A C G T U ? ? ? ? ? ? ? ? ? ? ? ? ? ? ?\n"; |
|
712 |
+ for (b=0; b<20; b++) |
|
713 |
+ { |
|
714 |
+ cout<<i2aa(b)<<" "; |
|
715 |
+ for (a=0; a<20; a++) printf("%4.0f ",100*Sim[b][a]); |
|
716 |
+ cout<<endl; |
|
717 |
+ } |
|
718 |
+ cout<<endl; |
|
719 |
+ |
|
720 |
+ |
|
721 |
+ } |
|
722 |
+} |
|
723 |
+ |
|
724 |
+///////////////////////////////////////////////////////////////////////////////////// |
|
725 |
+/** |
|
726 |
+ * @brief Set secondary structure substitution matrix |
|
727 |
+ */ |
|
728 |
+void |
|
729 |
+SetSecStrucSubstitutionMatrix() |
|
730 |
+{ |
|
731 |
+ int A; //observed ss state (determined dssp) |
|
732 |
+ int B,BB; //predicted ss states (by psipred) |
|
733 |
+ int cf,ccf; //confidence value of prediction |
|
734 |
+ float P73[NDSSP][NSSPRED][MAXCF]; //P73[cf][B][A] = P(A,B,cf)/P(A)/P(B,cf) = P(A|B,cf)/P(A) |
|
735 |
+ float sum; |
|
736 |
+ |
|
737 |
+ // S73[A][B][cf][b] = score for matching observed ss state A in query with state B in template |
|
738 |
+ // predicted with confidence cf, when query and template columns are diverged by b units |
|
739 |
+ for (cf=0; cf<MAXCF; cf++) |
|
740 |
+ for (A=0; A<NDSSP; A++) |
|
741 |
+ for (B=0; B<NSSPRED; B++) |
|
742 |
+ { |
|
743 |
+ P73[A][B][cf] = 1.-par.ssa + par.ssa*Ppred[cf*NSSPRED*NDSSP + B*NDSSP + A]; |
|
744 |
+ S73[A][B][cf] = log2(P73[A][B][cf]); |
|
745 |
+ } |
|
746 |
+ |
|
747 |
+ for (B=0; B<NSSPRED; B++) |
|
748 |
+ for (cf=0; cf<MAXCF; cf++) |
|
749 |
+ for (BB=0; BB<NSSPRED; BB++) |
|
750 |
+ for (ccf=0; ccf<MAXCF; ccf++) |
|
751 |
+ { |
|
752 |
+ sum=0; |
|
753 |
+ for (A=1; A<NDSSP; A++) |
|
754 |
+ sum += P73[A][B][cf] * P73[A][BB][ccf] * Pobs[A]; |
|
755 |
+ S33[B][cf][BB][ccf] = log2(sum); |
|
756 |
+ } |
|
757 |
+} /* this is the end of SetSecStrucSubstitutionMatrix() */ |
|
758 |
+ |
|
759 |
+ |
|
760 |
+ |
|
761 |
+/* |
|
762 |
+ * EOF hhmatrices-C.h |
|
763 |
+ */ |