A machine-learning based type III effectors predictor


Job Status - FINISHED


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Job title: Example run
ORFs input file: ORFs.zip
bacterial proteomes without T3SS archive: no_T3SS.zip
GFF file:gff.zip
full genome file:genome_fasta.zip
Cis regulatory elements:PIP-box
Including Type III secretion signal prediction

Download predictions file
Download T3SS and flagella components' details
Download feature importance file
Download features file

Positive samples that were used to train the model

OG Score Annotation(s) Effector_homolog(s)
OG_5489 0.975 hypothetical protein D4T7S0_[Xanthomonas_citri]
OG_938 0.975 hypothetical protein XopBB_[Xanthomonas_hortorum_pv._pelargonii]
OG_956 0.974 hypothetical protein AAY50220.1_[Xanthomonas_campestris_pv._campestris_str._8004], XopBC_[Xanthomonas_hortorum]
OG_989 0.974 hypothetical protein XopM_WP_011346113.1_[Xanthomonas_euvesicatoria]
OG_935 0.974 hypothetical protein hopBB1-1_[Pseudomonas_syringae_pv._actinidiae]
OG_5869 0.973 hypothetical protein G0CIT5_[Xanthomonas_campestris_pv._incanae]
OG_967 0.973 type III secretion system effector XopF1 G0CIQ6_[Xanthomonas_campestris]
OG_5992 0.972 hypothetical protein G0CIT6_[Xanthomonas_campestris]
OG_969 0.971 pectate lyase AAY50071.1_[Xanthomonas_campestris]
OG_5823 0.970 hypothetical protein HopQ1-1_[Xanthomonas_campestris]
OG_5639 0.970 hypothetical protein tr|G9L9K6|G9L9K6_XANCEOuter_[Xanthomonas_campestris_pv._campestris]
OG_3630 0.969 XopA/Hpa1 family type III secretion system protein AAY50050.1_[Xanthomonas_campestris]
OG_5853 0.969 hypothetical protein RSPO_m01221_[Ralstonia_solanacearum_Po82_]
OG_7196 0.967 pectate lyase HopAK1_[Xanthomonas]
OG_5861 0.967 hypothetical protein G7TG75_[Xanthomonas_oryzae]
OG_968 0.967 XopZ family type III secretion system effector EGD18683.1-XopZ2_[Xanthomonas_gardneri_ATCC_19865]
OG_5549 0.965 hypothetical protein AAY47328.1_[Xanthomonas_campestris_pv._campestris_str._ATCC_33913]
OG_5610 0.965 hypothetical protein AAY48279.1_[Xanthomonas_campestris_pv._campestris_str._ATCC_33913]
OG_5787 0.965 hypothetical protein XopBB_[Xanthomonas_hortorum_pv._pelargonii]
OG_5575 0.964 hypothetical protein AAY47622.1_[Xanthomonas_campestris_pv._campestris_str._ATCC_33913]
OG_5841 0.964 hypothetical protein XopBD_[Xanthomonas_hortorum_pv._pelargonii]
OG_5526 0.964 hypothetical protein AAM39048.1_[Xanthomonas_citri_pv._citri]
OG_1140 0.964 type III secretion system effector protein XopR G0CL31_[Xanthomonas_campestris]
OG_5515 0.963 hypothetical protein tr|Q3BY51|Q3BY51_XANC5Xanthomonas_[Xanthomonas_euvesicatoria]
OG_5896 0.961 hypothetical protein B0RLQ9_[Xanthomonas_campestris]
OG_5563 0.959 hypothetical protein AAM39048.1_[Xanthomonas_citri_pv._citri]
OG_5726 0.959 hypothetical protein XopAM_AAM40388.1_[Xanthomonas_campestris_pv._campestris_str._ATCC_33913]
OG_5755 0.957 hypothetical protein AAY49651.1_[Xanthomonas_campestris]
OG_289 0.957 glycoside hydrolase family 30 protein SrfJ_[Xanthomonas]
OG_5500 0.957 hypothetical protein EGD19295.1XopAQ_[Xanthomonas_gardneri_ATCC_19865]
OG_988 0.957 lytic transglycosylase domain-containing protein BapC_[Xanthomonas]
OG_5980 0.954 hypothetical protein sp|Q08678|AVRV_XANEUAvirulence_[Xanthomonas_euvesicatoria]
OG_2054 0.950 pectate lyase HopAK1_[Xanthomonas]
OG_5491 0.949 hypothetical protein XopBE_[Xanthomonas_hortorum]
OG_5573 0.946 hypothetical protein AAM39048.1_[Xanthomonas_citri_pv._citri]
OG_2527 0.804 alpha%2Calpha-trehalose-phosphate synthase (UDP-forming) RipTPS_WP_008577799.1_[Xanthomonas]
OG_6505 0.788 pectate lyase HopAK1_[Xanthomonas]
OG_3953 0.787 pectate lyase HopAK1_[Xanthomonas]
OG_5881 0.775 hypothetical protein HopAK1_[Xanthomonas]
OG_4582 0.775 hypothetical protein G0CL31_[Xanthomonas_campestris]
OG_5972 0.767 hypothetical protein PthG_[Xanthomonas_vasicola_pv._vasculorum]
OG_5010 0.765 type III secretion protein G0CL31_[Xanthomonas_campestris]
OG_7347 0.760 hypothetical protein AAY51353.1_[Xanthomonas_campestris]
OG_1326 0.752 RcnB family protein CigR_WP_042828278.1_[Xanthomonas_vesicatoria]
OG_4046 0.749 hypothetical protein AAY51353.1_[Xanthomonas_campestris]

Top 10 predictions, among unlabeled samples

OG Score Annotation(s) Effector_homolog(s)
OG_5694 0.937 hypothetical protein G0CL31_[Xanthomonas_campestris]
OG_5543 0.925 hypothetical protein AAM39048.1_[Xanthomonas_citri_pv._citri]
OG_1221 0.920 hypothetical protein ACCM_2767_[Acidovorax_citrulli]
OG_5970 0.912 Effector protein hopD2 XopH_[Xanthomonas]
OG_5525 0.903 hypothetical protein HopAK1_[Xanthomonas]
OG_5897 0.702 hypothetical protein G0CL31_[Xanthomonas_campestris]
OG_6045 0.598 hypothetical protein NaN
OG_5969 0.568 hypothetical protein F3DLY8_[Pseudomonas_syringae_group]
OG_7387 0.550 glycerophosphodiester phosphodiesterase family protein AAY47144.1_[Xanthomonas_campestris]
OG_5850 0.528 Polygalacturonase tr|Q9AN16|Q9AN16_BRAJPID636_[Bradyrhizobium_japonicum]

T3Es presence/absence map



T3SS and flagella components presence/absence map


feature importance




best features comparison - effectors vs non-effectors: