In the table below you can see the SeRenDIP PPI interface prediction example P0DTC7 — Name: SARS-CoV-2 Protein 7a — UniProtKB: NS7A_SARS2
. The table
contains sequence position, prediction scores and classification based on the default cut-off of 0.5 (above is predicted interaction).
Qingzhen Hou1, Reza Haydarlou, Bas Stringer, Katharina Waury, Henriette Capel, Sanne Abeln, Jaap Heringa, K. Anton Feenstra
SeRenDIP-CE: Sequence-based Interface Prediction for Conformational Epitopes
Bioinformatics advance 11 May 2021, doi: 10.1093/bioinformatics/btab3211Department of Biostatistics, School of Public Health &
National institute of health data science of China; Shandong 250002, P. R. China
Qingzhen Hou1, Paul De Geest, Christian Griffioen, Sanne Abeln,
Jaap Heringa, K. Anton Feenstra.
SeRenDIP: remastered alignment profiles for fast
and accurate predictions of PPI interface positions.Bioinformatics 35, pp 4794–4796, 2019, doi: 10.1093/bioinformatics/btz428 13BIO-BioInfo – BioModeling, BioInformatics & BioProcesses, Université Libre de Bruxelles
Qingzhen Hou, Paul De Geest, Wim F. Vranken, Jaap Heringa and K. Anton Feenstra Seeing the Trees through the Forest:
Sequence-based Homo- and Heteromeric
Protein-protein Interaction sites prediction using
Random Forest. Bioinformatics, 2017, doi: 10.1093/bioinformatics/btx005
Color better than threshold:
Sequence
Combined Prediction
Pos
AA
Model
Pred
x of 113 rows match filter(s)
5
L
0.544
I
6
F
0.610
I
7
L
0.692
I
8
A
0.728
I
9
L
0.716
I
10
I
0.696
I
11
T
0.678
I
12
L
0.648
I
13
A
0.662
I
14
T
0.644
I
15
C
0.512
I
16
E
0.588
I
17
L
0.578
I
18
Y
0.562
I
19
H
0.634
I
20
Y
0.548
I
21
Q
0.548
I
22
E
0.632
I
23
C
0.548
I
24
V
0.480
NI
25
R
0.560
I
26
G
0.646
I
27
T
0.598
I
28
T
0.584
I
29
V
0.618
I
30
L
0.650
I
31
L
0.688
I
32
K
0.632
I
33
E
0.588
I
34
P
0.614
I
35
C
0.526
I
36
S
0.554
I
37
S
0.526
I
38
G
0.570
I
39
T
0.518
I
40
Y
0.504
I
41
E
0.528
I
42
G
0.568
I
43
N
0.516
I
44
S
0.596
I
45
P
0.550
I
46
F
0.550
I
47
H
0.582
I
48
P
0.604
I
49
L
0.540
I
50
A
0.596
I
51
D
0.526
I
52
N
0.506
I
53
K
0.566
I
54
F
0.462
NI
55
A
0.498
NI
56
L
0.434
NI
57
T
0.524
I
58
C
0.522
I
59
F
0.548
I
60
S
0.540
I
61
T
0.564
I
62
Q
0.504
I
63
F
0.488
NI
64
A
0.558
I
65
F
0.530
I
66
A
0.498
NI
67
C
0.488
NI
68
P
0.552
I
69
D
0.522
I
70
G
0.572
I
71
V
0.578
I
72
K
0.552
I
73
H
0.530
I
74
V
0.572
I
75
Y
0.466
NI
76
Q
0.510
I
77
L
0.544
I
78
R
0.516
I
79
A
0.488
NI
80
R
0.486
NI
81
S
0.488
NI
82
V
0.520
I
83
S
0.536
I
84
P
0.534
I
85
K
0.568
I
86
L
0.596
I
87
F
0.568
I
88
I
0.562
I
89
R
0.538
I
90
Q
0.534
I
91
E
0.540
I
92
E
0.510
I
93
V
0.538
I
94
Q
0.544
I
95
E
0.552
I
96
L
0.524
I
97
Y
0.598
I
98
S
0.578
I
99
P
0.572
I
100
I
0.646
I
101
F
0.672
I
102
L
0.616
I
103
I
0.578
I
104
V
0.546
I
105
A
0.568
I
106
A
0.512
I
107
I
0.528
I
108
V
0.516
I
109
F
0.510
I
110
I
0.492
NI
111
T
0.574
I
112
L
0.510
I
113
C
0.486
NI
114
F
0.524
I
115
T
0.542
I
116
L
0.514
I
117
K
0.524
I
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