BUB1

All methods over the ±5 window, side by side.

PSPA

CDDM

MLP-attr

Normalized values from positional scanning peptide array

PSPA measures pT, so at flanking positions the pS row is a duplicate of the pT row. At position 0 the acceptor identity (pS, pT, pY) is genuine.

Position-wise Probabilities

Log-Odds: Probabilities / STY Background

Position-wise Probabilities (±5 window)

Log-Odds (±5 window)

Motifs stratified by phospho-acceptor (S / T / Y)

K-means sub-motif clusters

Signed attribution PSSM distilled from the CDDM discriminative MLP (in-silico saturation mutagenesis). Letters above 0 are enriched, below are depleted; this is not a probability distribution.

MLP-attribution PSSM (±5, signed)

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substrate_uniprot	site	source	substrate_genes	site_seq
O00488	S40	Sugiyama	ZNF593 ZT86	KAKRRRPDLDEIHRELRPQGsARPQPDPNAEFDPDLPGGGL
O43683	S176	EPSD\|PSP	BUB1 BUB1L	ARTSEPLHNVQVLNQMItSKsNPGNNMACISKNQGSELsGV
O43683	S194	Sugiyama	BUB1 BUB1L	SKsNPGNNMACISKNQGSELsGVIsSACDKESNMERRVItI
O43683	S198	EPSD\|PSP\|Sugiyama	BUB1 BUB1L	PGNNMACISKNQGSELsGVIsSACDKESNMERRVItISKSE
O43683	S247	Sugiyama	BUB1 BUB1L	SKVDVEQVVMYCKEKLIRGEsEFsFEELRAQKYNQRRKHEQ
O43683	S250	Sugiyama	BUB1 BUB1L	DVEQVVMYCKEKLIRGEsEFsFEELRAQKYNQRRKHEQWVN
O43683	S307	Sugiyama	BUB1 BUB1L	QLLKQKMDELHKKLHQVVEtsHEDLPAsQERsEVNPARMGP
O43683	S314	Sugiyama	BUB1 BUB1L	DELHKKLHQVVEtsHEDLPAsQERsEVNPARMGPSVGsQQE
O43683	S331	Sugiyama	BUB1 BUB1L	LPAsQERsEVNPARMGPSVGsQQELRAPCLPVTYQQTPVNM
O43683	S402	Sugiyama	BUB1 BUB1L	IAPPVPLKAQTVTDSMFAVAsKDAGCVNKstHEFKPQsGAE
O43683	S419	EPSD\|PSP	BUB1 BUB1L	AVAsKDAGCVNKstHEFKPQsGAEIKEGCETHKVANtssFH
O43683	S454	EPSD\|PSP	BUB1 BUB1L	NtssFHttPNtsLGMVQAtPsKVQPsPTVHTKEALGFIMNM
O43683	S510	EPSD\|PSP	BUB1 BUB1L	WQsLDQNEDAFEAQFQKNVRssGAWGVNKIISSLSsAFHVF
O43683	S511	EPSD\|PSP	BUB1 BUB1L	QsLDQNEDAFEAQFQKNVRssGAWGVNKIISSLSsAFHVFE
O43683	S525	EPSD\|PSP	BUB1 BUB1L	QKNVRssGAWGVNKIISSLSsAFHVFEDGNKENyGLPQPKN
O43683	S563	EPSD\|PSP	BUB1 BUB1L	PKNKPTGARtFGERSVSRLPsKPKEEVPHAEEFLDDSTVWG
O43683	S618	EPSD\|PSP	BUB1 BUB1L	GDFtsAAQLAstPFHKLPVEsVHILEDKENVVAKQCTQAtL
O43683	S667	EPSD\|PSP	BUB1 BUB1L	VPsRDGKFsPIQEKsPKQALsSHMYSASLLRLsQPAAGGVL
O43683	S679	EPSD\|PSP	BUB1 BUB1L	EKsPKQALsSHMYSASLLRLsQPAAGGVLTCEAELGVEACR
O43683	S752	EPSD\|PSP	BUB1 BUB1L	DAPNFIVGNPWDDKLIFKLLsGLSKPVSSYPNTFEWQCKLP
O43683	S969	SIGNOR\|EPSD\|PSP	BUB1 BUB1L	QSIDMKLFPKGtIFTAKCETsGFQCVEMLSNKPWNYQIDYF
O43683	T148	EPSD\|PSP	BUB1 BUB1L	NQAEPREFLQQQYRLFQTRLtETHLPAQARTSEPLHNVQVL
O43683	T173	EPSD\|PSP	BUB1 BUB1L	PAQARTSEPLHNVQVLNQMItSKsNPGNNMACISKNQGSEL
O43683	T213	EPSD\|PSP	BUB1 BUB1L	LsGVIsSACDKESNMERRVItISKSEYSVHSSLASKVDVEQ
O43683	T552	EPSD\|PSP	BUB1 BUB1L	DGNKENyGLPQPKNKPTGARtFGERSVSRLPsKPKEEVPHA
O43683	T589	EPSD\|PSP	BUB1 BUB1L	VPHAEEFLDDSTVWGIRCNKtLAPsPKsPGDFtsAAQLAst
O43683	T960	EPSD\|PSP	BUB1 BUB1L	AGLALIDLGQSIDMKLFPKGtIFTAKCETsGFQCVEMLSNK
O43684	S19	EPSD\|PSP	BUB3	__MTGSNEFKLNQPPEDGISsVKFSPNTSQFLLVSSWDTSV
P00558	S390	Sugiyama	PGK1 PGKA MIG10 OK/SW-cl.110	IIGGGDtAtCCAKWNtEDKVsHVstGGGAsLELLEGKVLPG
P00558	S399	Sugiyama	PGK1 PGKA MIG10 OK/SW-cl.110	CCAKWNtEDKVsHVstGGGAsLELLEGKVLPGVDALsNI__
P04075	S39	Sugiyama	ALDOA ALDA	IAHRIVAPGKGILAADEstGsIAKRLQsIGtENtEENRRFy
P04406	T104	Sugiyama	GAPDH GAPD CDABP0047 OK/SW-cl.12	KIKWGDAGAEyVVEstGVFttMEKAGAHLQGGAKRVIIsAP
P04406	T211	Sugiyama	GAPDH GAPD CDABP0047 OK/SW-cl.12	PsGKLWRDGRGALQNIIPAstGAAKAVGKVIPELNGKLtGM
P04406	T99	Sugiyama	GAPDH GAPD CDABP0047 OK/SW-cl.12	ERDPsKIKWGDAGAEyVVEstGVFttMEKAGAHLQGGAKRV
P04792	S82	Sugiyama	HSPB1 HSP27 HSP28	AIEsPAVAAPAYsRALsRQLssGVsEIRHtADRWRVsLDVN
P07205	S390	Sugiyama	PGK2 PGKB	VIGGGDTATCCAKWNtEDKVsHVstGGGAsLELLEGKILPG
P07205	S399	Sugiyama	PGK2 PGKB	CCAKWNtEDKVsHVstGGGAsLELLEGKILPGVEALSNM__
P07437	S75	Sugiyama	TUBB TUBB5 OK/SW-cl.56	tGGKyVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVFGQs
P07437	T72	Sugiyama	TUBB TUBB5 OK/SW-cl.56	NEAtGGKyVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVF
P07900	T171	Sugiyama	HSP90AA1 HSP90A HSPC1 HSPCA	ITKHNDDEQyAWEssAGGsFtVRTDTGEPMGRGTKVILHLK
P08238	S460	Sugiyama	HSP90AB1 HSP90B HSPC2 HSPC3 HSPCB	GIHEDstNRRRLsELLRyHtsQsGDEMtsLsEyVsRMKEtQ
P08238	S462	Sugiyama	HSP90AB1 HSP90B HSPC2 HSPC3 HSPCB	HEDstNRRRLsELLRyHtsQsGDEMtsLsEyVsRMKEtQKs
P08238	T166	Sugiyama	HSP90AB1 HSP90B HSPC2 HSPC3 HSPCB	ITKHNDDEQyAWEssAGGsFtVRADHGEPIGRGTKVILHLK
P08238	Y457	Sugiyama	HSP90AB1 HSP90B HSPC2 HSPC3 HSPCB	LKLGIHEDstNRRRLsELLRyHtsQsGDEMtsLsEyVsRMK
P0C0S8	T121	SIGNOR\|EPSD	H2AC11 H2AFP HIST1H2AG; H2AC13 H2AFC HIST1H2AI; H2AC15 H2AFD HIST1H2AK; H2AC16 H2AFI HIST1H2AL; H2AC17 H2AFN HIST1H2AM	VtIAQGGVLPNIQAVLLPKKtEsHHKAKGK___________
P14618	S202	Sugiyama	PKM OIP3 PK2 PK3 PKM2	SLQVKQKGADFLVtEVENGGsLGsKKGVNLPGAAVDLPAVs
P15880	T278	Sugiyama	RPS2 RPS4	EtVFtKsPyQEFtDHLVKtHtRVsVQRtQAPAVATt_____
P15880	T285	Sugiyama	RPS2 RPS4	PyQEFtDHLVKtHtRVsVQRtQAPAVATt____________
P22059	S190	Sugiyama	OSBP OSBP1	QRWVTALELAKAKAVKMLAEsDEsGDEEsVsQtDKTELQNT
P22059	S193	Sugiyama	OSBP OSBP1	VTALELAKAKAVKMLAEsDEsGDEEsVsQtDKTELQNTLRT
P23396	T242	Sugiyama	RPS3 OK/SW-cl.26	PIsEQKGGKPEPPAMPQPVPtA___________________
P26038	S527	Sugiyama	MSN	ERTTEAEKNERVQKHLKALtsELANARDEsKKTANDMIHAE
P26373	S77	Sugiyama	RPL13 BBC1 OK/SW-cl.46	PIVRCPTVRYHTKVRAGRGFsLEELRVAGIHKKVARTIGIs
P36578	S66	Sugiyama	RPL4 RPL1	KNNRQPyAVsELAGHQtsAEsWGtGRAVARIPRVRGGGtHR
P36578	T69	Sugiyama	RPL4 RPL1	RQPyAVsELAGHQtsAEsWGtGRAVARIPRVRGGGtHRsGQ
P37802	T180	Sugiyama	TAGLN2 KIAA0120 CDABP0035	RNFsDNQLQEGKNVIGLQMGtNRGAsQAGMtGyGMPRQIL_
P40763	S727	PSP	STAT3 APRF	KTKFICVtPttCsNtIDLPMsPRTLDSLMQFGNNGEGAEPS
P41221	S132	Sugiyama	WNT5A	RWNCSTVDNTSVFGRVMQIGsRETAFTYAVSAAGVVNAMSR
P47914	T151	Sugiyama	RPL29	DQTKAQAAAPAsVPAQAPKRtQAPtKAsE____________
P49411	T433	Sugiyama	TUFM	LRQPMILEKGQRFTLRDGNRtIGTGLVTNTLAMTEEEKNIK
P50991	T69	Sugiyama	CCT4 CCTD SRB	RtsLGPKGMDKMIQDGKGDVtItNDGAtILKQMQVLHPAAR
P50991	T71	Sugiyama	CCT4 CCTD SRB	sLGPKGMDKMIQDGKGDVtItNDGAtILKQMQVLHPAARML
P50991	T76	Sugiyama	CCT4 CCTD SRB	GMDKMIQDGKGDVtItNDGAtILKQMQVLHPAARMLVELSK
P60709	T106	Sugiyama	ACTB	WHHtFyNELRVAPEEHPVLLtEAPLNPKANREKMTQIMFET
P62263	S137	Sugiyama	RPS14 PRO2640	RALARSGMKIGRIEDVtPIPsDstRRKGGRRGRRL______
P62899	Y108	Sugiyama	RPL31	LSRKRNEDEDsPNKLytLVtyVPVttFKNLQtVNVDEN___
P63167	S21	Sugiyama	DYNLL1 DLC1 DNCL1 DNCLC1 HDLC1	MCDRKAVIKNADMsEEMQQDsVECAtQALEKYNIEKDIAAH
P63167	T26	Sugiyama	DYNLL1 DLC1 DNCL1 DNCLC1 HDLC1	AVIKNADMsEEMQQDsVECAtQALEKYNIEKDIAAHIKKEF
P63261	T106	Sugiyama	ACTG1 ACTG	WHHtFyNELRVAPEEHPVLLtEAPLNPKANREKMTQIMFET
P67809	T108	Sugiyama	YBX1 NSEP1 YB1	QtAIKKNNPRKyLRsVGDGEtVEFDVVEGEKGAEAANVtGP
P68363	T73	Sugiyama	TUBA1B	FsEtGAGKHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLI
P68363	T80	Sugiyama	TUBA1B	KHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAA
P68363	T82	Sugiyama	TUBA1B	VPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANN
P68363	Y83	Sugiyama	TUBA1B	PRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANNy
Q12834	S153	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	LsGKPQNAPEGYQNRLKVLYsQKAtPGSsRKTCRYIPsLPD
Q12834	S161	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	PEGYQNRLKVLYsQKAtPGSsRKTCRYIPsLPDRILDAPEI
Q12834	S41	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	PNAPPARWQRKAKEAAGPAPsPMRAANRSHSAGRtPGRtPG
Q12834	S72	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	AGRtPGRtPGKSSSKVQttPsKPGGDRYIPHRSAAQMEVAs
Q12834	S92	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	sKPGGDRYIPHRSAAQMEVAsFLLSKENQPENsQtPtKKEH
Q12834	T157	SIGNOR\|iPTMNet\|EPSD\|PSP	CDC20	PQNAPEGYQNRLKVLYsQKAtPGSsRKTCRYIPsLPDRILD
Q13509	S75	Sugiyama	TUBB3 TUBB4	SSHKYVPRAILVDLEPGtMDsVRSGAFGHLFRPDNFIFGQS
Q13509	T72	Sugiyama	TUBB3 TUBB4	NEASSHKYVPRAILVDLEPGtMDsVRSGAFGHLFRPDNFIF
Q13885	S75	Sugiyama	TUBB2A TUBB2	AGNKYVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVFGQs
Q13885	T72	Sugiyama	TUBB2A TUBB2	NEAAGNKYVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVF
Q14568	T171	Sugiyama	HSP90AA2P HSP90AA2 HSPC2 HSPCAL3	ITKHNDDEQyAWEssAGGsFtVRTDTGERMGRGTKVILHLK
Q71U36	T73	Sugiyama	TUBA1A TUBA3	FsEtGAGKHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLI
Q71U36	T80	Sugiyama	TUBA1A TUBA3	KHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAA
Q71U36	T82	Sugiyama	TUBA1A TUBA3	VPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANN
Q71U36	Y83	Sugiyama	TUBA1A TUBA3	PRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANNy
Q8NFD5	S1744	Sugiyama	ARID1B BAF250B DAN15 KIAA1235 OSA2	ALDTINILLYDDSTVATFNLsQLSGFLELLVEYFRKCLIDI
Q8WW12	T66	Sugiyama	PCNP	sRsAEKRsAEEEAADLPTKPtKISKFGFAIGsQtTKKASAI
Q99832	T458	Sugiyama	CCT7 CCTH NIP7-1	yAKALEIIPRQLCDNAGFDAtNILNKLRARHAQGGTWYGVD
Q9BQE3	T73	Sugiyama	TUBA1C TUBA6	FsEtGAGKHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLI
Q9BQE3	T80	Sugiyama	TUBA1C TUBA6	KHVPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAA
Q9BQE3	T82	Sugiyama	TUBA1C TUBA6	VPRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANN
Q9BQE3	Y83	Sugiyama	TUBA1C TUBA6	PRAVFVDLEPtVIDEVRtGtyRQLFHPEQLItGKEDAANNy
Q9BVA1	S75	Sugiyama	TUBB2B	tGNKYVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVFGQs
Q9BVA1	T72	Sugiyama	TUBB2B	NEAtGNKYVPRAILVDLEPGtMDsVRsGPFGQIFRPDNFVF
Q9H1J7	S111	Sugiyama	WNT5B	RWNCSTADNASVFGRVMQIGsRETAFTHAVSAAGVVNAISR
Q9UMX5	T130	Sugiyama	NENF CIR2 SPUF	LTHDTTGLTAKELEALDEVFtKVYKAKYPIVGYTARRILNE
Q9Y2T7	T143	Sugiyama	YBX2 CSDA3 MSY2	QtAIKRNNPRKFLRsVGDGEtVEFDVVEGEKGAEATNVTGP