QuasiSequenceOrder module

given protein sequence. We can obtain two types of descriptors: Sequence-order-coupling

number and quasi-sequence-order descriptors. Two distance matrixes between 20 amino acids

are employed. You can freely use and distribute it. If you have any problem, please contact

us immediately.

References:

[1]:Kuo-Chen Chou. Prediction of Protein Subcellar Locations by Incorporating

Quasi-Sequence-Order Effect. Biochemical and Biophysical Research Communications

2000, 278, 477-483.

[2]: Kuo-Chen Chou and Yu-Dong Cai. Prediction of Protein sucellular locations by

GO-FunD-PseAA predictor, Biochemical and Biophysical Research Communications,

2004, 320, 1236-1239.

[3]:Gisbert Schneider and Paul wrede. The Rational Design of Amino Acid

Sequences by Artifical Neural Networks and Simulated Molecular Evolution: Do

Novo Design of an Idealized Leader Cleavge Site. Biophys Journal, 1994, 66,

335-344.

Authors: Zhijiang Yao and Dongsheng Cao.

Date: 2016.06.04

Email: gadsby@163.com

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QuasiSequenceOrder.GetAAComposition(ProteinSequence)

Calculate the composition of Amino acids

for a given protein sequence.

Usage:

result=CalculateAAComposition(protein)

Input: protein is a pure protein sequence.

Output: result is a dict form containing the composition of

QuasiSequenceOrder.GetQuasiSequenceOrder(ProteinSequence, maxlag=30, weight=0.1)

Computing quasi-sequence-order descriptors for a given protein.

[1]:Kuo-Chen Chou. Prediction of Protein Subcellar Locations by

Incorporating Quasi-Sequence-Order Effect. Biochemical and Biophysical

Research Communications 2000, 278, 477-483.

Usage:

result = GetQuasiSequenceOrder(protein,maxlag,weight)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

weight is a weight factor. please see reference 1 for its choice. default is 0.1.

QuasiSequenceOrder.GetQuasiSequenceOrder1(ProteinSequence, maxlag=30, weight=0.1, distancematrix={})

Computing the first 20 quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder1(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrder1Grant(ProteinSequence, maxlag=30, weight=0.1, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the first 20 quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder1Grant(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrder1SW(ProteinSequence, maxlag=30, weight=0.1, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the first 20 quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder1SW(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrder2(ProteinSequence, maxlag=30, weight=0.1, distancematrix={})

Computing the last maxlag quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder2(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrder2Grant(ProteinSequence, maxlag=30, weight=0.1, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the last maxlag quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder2Grant(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrder2SW(ProteinSequence, maxlag=30, weight=0.1, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the last maxlag quasi-sequence-order descriptors for

a given protein sequence.

Usage:

result = GetQuasiSequenceOrder2SW(protein,maxlag,weigt)

QuasiSequenceOrder.GetQuasiSequenceOrderp(ProteinSequence, maxlag=30, weight=0.1, distancematrix={})

Computing quasi-sequence-order descriptors for a given protein.

[1]:Kuo-Chen Chou. Prediction of Protein Subcellar Locations by

Incorporating Quasi-Sequence-Order Effect. Biochemical and Biophysical

Research Communications 2000, 278, 477-483.

Usage:

result = GetQuasiSequenceOrderp(protein,maxlag,weight,distancematrix)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

weight is a weight factor. please see reference 1 for its choice. default is 0.1.

distancematrix is a dict form containing 400 distance values

Output: result is a dict form containing all quasi-sequence-order descriptors

QuasiSequenceOrder.GetSequenceOrderCouplingNumber(ProteinSequence, d=1, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the dth-rank sequence order coupling number for a protein.

Usage:

result = GetSequenceOrderCouplingNumber(protein,d)

Input: protein is a pure protein sequence.

d is the gap between two amino acids.

Output: result is numeric value.

QuasiSequenceOrder.GetSequenceOrderCouplingNumberGrant(ProteinSequence, maxlag=30, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the sequence order coupling numbers from 1 to maxlag

for a given protein sequence based on the Grantham chemical distance

matrix.

Usage:

result = GetSequenceOrderCouplingNumberGrant(protein, maxlag,distancematrix)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

distancematrix is a dict form containing Grantham chemical distance

matrix. omitted!

Output: result is a dict form containing all sequence order coupling numbers

QuasiSequenceOrder.GetSequenceOrderCouplingNumberSW(ProteinSequence, maxlag=30, distancematrix={'GW': 0.923, 'GV': 0.464, 'GT': 0.272, 'GS': 0.158, 'GR': 1.0, 'GQ': 0.467, 'GP': 0.323, 'GY': 0.728, 'GG': 0.0, 'GF': 0.727, 'GE': 0.807, 'GD': 0.776, 'GC': 0.312, 'GA': 0.206, 'GN': 0.381, 'GM': 0.557, 'GL': 0.591, 'GK': 0.894, 'GI': 0.592, 'GH': 0.769, 'ME': 0.879, 'MD': 0.932, 'MG': 0.569, 'MF': 0.182, 'MA': 0.383, 'MC': 0.276, 'MM': 0.0, 'ML': 0.062, 'MN': 0.447, 'MI': 0.058, 'MH': 0.648, 'MK': 0.884, 'MT': 0.358, 'MW': 0.391, 'MV': 0.12, 'MQ': 0.372, 'MP': 0.285, 'MS': 0.417, 'MR': 1.0, 'MY': 0.255, 'FP': 0.42, 'FQ': 0.459, 'FR': 1.0, 'FS': 0.548, 'FT': 0.499, 'FV': 0.252, 'FW': 0.207, 'FY': 0.179, 'FA': 0.508, 'FC': 0.405, 'FD': 0.977, 'FE': 0.918, 'FF': 0.0, 'FG': 0.69, 'FH': 0.663, 'FI': 0.128, 'FK': 0.903, 'FL': 0.131, 'FM': 0.169, 'FN': 0.541, 'SY': 0.615, 'SS': 0.0, 'SR': 1.0, 'SQ': 0.358, 'SP': 0.181, 'SW': 0.827, 'SV': 0.342, 'ST': 0.174, 'SK': 0.883, 'SI': 0.478, 'SH': 0.718, 'SN': 0.289, 'SM': 0.44, 'SL': 0.474, 'SC': 0.185, 'SA': 0.1, 'SG': 0.17, 'SF': 0.622, 'SE': 0.812, 'SD': 0.801, 'YI': 0.23, 'YH': 0.678, 'YK': 0.904, 'YM': 0.268, 'YL': 0.219, 'YN': 0.512, 'YA': 0.587, 'YC': 0.478, 'YE': 0.932, 'YD': 1.0, 'YG': 0.782, 'YF': 0.202, 'YY': 0.0, 'YQ': 0.404, 'YP': 0.444, 'YS': 0.612, 'YR': 0.995, 'YT': 0.557, 'YW': 0.244, 'YV': 0.328, 'LF': 0.139, 'LG': 0.596, 'LD': 0.944, 'LE': 0.892, 'LC': 0.296, 'LA': 0.405, 'LN': 0.452, 'LL': 0.0, 'LM': 0.062, 'LK': 0.893, 'LH': 0.653, 'LI': 0.013, 'LV': 0.133, 'LW': 0.341, 'LT': 0.397, 'LR': 1.0, 'LS': 0.443, 'LP': 0.309, 'LQ': 0.376, 'LY': 0.205, 'RT': 0.808, 'RV': 0.914, 'RW': 1.0, 'RP': 0.796, 'RQ': 0.668, 'RR': 0.0, 'RS': 0.86, 'RY': 0.859, 'RD': 0.305, 'RE': 0.225, 'RF': 0.977, 'RG': 0.928, 'RA': 0.919, 'RC': 0.905, 'RL': 0.92, 'RM': 0.908, 'RN': 0.69, 'RH': 0.498, 'RI': 0.929, 'RK': 0.141, 'VH': 0.649, 'VI': 0.135, 'EM': 0.83, 'EL': 0.854, 'EN': 0.599, 'EI': 0.86, 'EH': 0.406, 'EK': 0.143, 'EE': 0.0, 'ED': 0.133, 'EG': 0.779, 'EF': 0.932, 'EA': 0.79, 'EC': 0.788, 'VM': 0.12, 'EY': 0.837, 'VN': 0.38, 'ET': 0.682, 'EW': 1.0, 'EV': 0.824, 'EQ': 0.598, 'EP': 0.688, 'ES': 0.726, 'ER': 0.234, 'VP': 0.212, 'VQ': 0.339, 'VR': 1.0, 'VT': 0.305, 'VW': 0.472, 'KC': 0.871, 'KA': 0.889, 'KG': 0.9, 'KF': 0.957, 'KE': 0.149, 'KD': 0.279, 'KK': 0.0, 'KI': 0.899, 'KH': 0.438, 'KN': 0.667, 'KM': 0.871, 'KL': 0.892, 'KS': 0.825, 'KR': 0.154, 'KQ': 0.639, 'KP': 0.757, 'KW': 1.0, 'KV': 0.882, 'KT': 0.759, 'KY': 0.848, 'DN': 0.56, 'DL': 0.841, 'DM': 0.819, 'DK': 0.249, 'DH': 0.435, 'DI': 0.847, 'DF': 0.924, 'DG': 0.697, 'DD': 0.0, 'DE': 0.124, 'DC': 0.742, 'DA': 0.729, 'DY': 0.836, 'DV': 0.797, 'DW': 1.0, 'DT': 0.649, 'DR': 0.295, 'DS': 0.667, 'DP': 0.657, 'DQ': 0.584, 'QQ': 0.0, 'QP': 0.272, 'QS': 0.461, 'QR': 1.0, 'QT': 0.389, 'QW': 0.831, 'QV': 0.464, 'QY': 0.522, 'QA': 0.512, 'QC': 0.462, 'QE': 0.861, 'QD': 0.903, 'QG': 0.648, 'QF': 0.671, 'QI': 0.532, 'QH': 0.765, 'QK': 0.881, 'QM': 0.505, 'QL': 0.518, 'QN': 0.181, 'WG': 0.829, 'WF': 0.196, 'WE': 0.931, 'WD': 1.0, 'WC': 0.56, 'WA': 0.658, 'WN': 0.631, 'WM': 0.344, 'WL': 0.304, 'WK': 0.892, 'WI': 0.305, 'WH': 0.678, 'WW': 0.0, 'WV': 0.418, 'WT': 0.638, 'WS': 0.689, 'WR': 0.968, 'WQ': 0.538, 'WP': 0.555, 'WY': 0.204, 'PR': 1.0, 'PS': 0.196, 'PP': 0.0, 'PQ': 0.228, 'PV': 0.244, 'PW': 0.72, 'PT': 0.161, 'PY': 0.481, 'PC': 0.179, 'PA': 0.22, 'PF': 0.515, 'PG': 0.376, 'PD': 0.852, 'PE': 0.831, 'PK': 0.875, 'PH': 0.696, 'PI': 0.363, 'PN': 0.231, 'PL': 0.357, 'PM': 0.326, 'CK': 0.887, 'CI': 0.304, 'CH': 0.66, 'CN': 0.324, 'CM': 0.277, 'CL': 0.301, 'CC': 0.0, 'CA': 0.114, 'CG': 0.32, 'CF': 0.437, 'CE': 0.838, 'CD': 0.847, 'CY': 0.457, 'CS': 0.176, 'CR': 1.0, 'CQ': 0.341, 'CP': 0.157, 'CW': 0.639, 'CV': 0.167, 'CT': 0.233, 'IY': 0.213, 'VA': 0.275, 'VC': 0.165, 'VD': 0.9, 'VE': 0.867, 'VF': 0.269, 'VG': 0.471, 'IQ': 0.383, 'IP': 0.311, 'IS': 0.443, 'IR': 1.0, 'VL': 0.134, 'IT': 0.396, 'IW': 0.339, 'IV': 0.133, 'II': 0.0, 'IH': 0.652, 'IK': 0.892, 'VS': 0.322, 'IM': 0.057, 'IL': 0.013, 'VV': 0.0, 'IN': 0.457, 'IA': 0.403, 'VY': 0.31, 'IC': 0.296, 'IE': 0.891, 'ID': 0.942, 'IG': 0.592, 'IF': 0.134, 'HY': 0.821, 'HR': 0.697, 'HS': 0.865, 'HP': 0.777, 'HQ': 0.716, 'HV': 0.831, 'HW': 0.981, 'HT': 0.834, 'HK': 0.566, 'HH': 0.0, 'HI': 0.848, 'HN': 0.754, 'HL': 0.842, 'HM': 0.825, 'HC': 0.836, 'HA': 0.896, 'HF': 0.907, 'HG': 1.0, 'HD': 0.629, 'HE': 0.547, 'NH': 0.78, 'NI': 0.615, 'NK': 0.891, 'NL': 0.603, 'NM': 0.588, 'NN': 0.0, 'NA': 0.424, 'NC': 0.425, 'ND': 0.838, 'NE': 0.835, 'NF': 0.766, 'NG': 0.512, 'NY': 0.641, 'NP': 0.266, 'NQ': 0.175, 'NR': 1.0, 'NS': 0.361, 'NT': 0.368, 'NV': 0.503, 'NW': 0.945, 'TY': 0.596, 'TV': 0.345, 'TW': 0.816, 'TT': 0.0, 'TR': 1.0, 'TS': 0.185, 'TP': 0.159, 'TQ': 0.322, 'TN': 0.315, 'TL': 0.453, 'TM': 0.403, 'TK': 0.866, 'TH': 0.737, 'TI': 0.455, 'TF': 0.604, 'TG': 0.312, 'TD': 0.83, 'TE': 0.812, 'TC': 0.261, 'TA': 0.251, 'AA': 0.0, 'AC': 0.112, 'AE': 0.827, 'AD': 0.819, 'AG': 0.208, 'AF': 0.54, 'AI': 0.407, 'AH': 0.696, 'AK': 0.891, 'AM': 0.379, 'AL': 0.406, 'AN': 0.318, 'AQ': 0.372, 'AP': 0.191, 'AS': 0.094, 'AR': 1.0, 'AT': 0.22, 'AW': 0.739, 'AV': 0.273, 'AY': 0.552, 'VK': 0.889})

Computing the sequence order coupling numbers from 1 to maxlag

for a given protein sequence based on the Schneider-Wrede physicochemical

distance matrix

Usage:

result = GetSequenceOrderCouplingNumberSW(protein, maxlag,distancematrix)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

distancematrix is a dict form containing Schneider-Wrede physicochemical

distance matrix. omitted!

Output: result is a dict form containing all sequence order coupling numbers based

QuasiSequenceOrder.GetSequenceOrderCouplingNumberTotal(ProteinSequence, maxlag=30)

Computing the sequence order coupling numbers from 1 to maxlag for a given protein sequence. Usage: result = GetSequenceOrderCouplingNumberTotal(protein, maxlag)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

QuasiSequenceOrder.GetSequenceOrderCouplingNumberp(ProteinSequence, maxlag=30, distancematrix={})

Computing the sequence order coupling numbers from 1 to maxlag

for a given protein sequence based on the user-defined property.

Usage:

result = GetSequenceOrderCouplingNumberp(protein, maxlag,distancematrix)

Input: protein is a pure protein sequence

maxlag is the maximum lag and the length of the protein should be larger

than maxlag. default is 30.

distancematrix is the a dict form containing 400 distance values

Output: result is a dict form containing all sequence order coupling numbers based