changeset 23:7560a4e80a1e draft

planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/mqppep commit 0c7ca054e77e042c8a584c9903073da064df7d8b
author eschen42
date Thu, 30 Jun 2022 16:15:57 +0000
parents 43f1fd0ff86b
children 657663e89728
files MaxQuantProcessingScript.R PhosphoPeptide_Upstream_Kinase_Mapping.pl macros.xml mqppep_mrgfltr.py mqppep_preproc.xml test-data/pSTY_motifs.tabular workflow/ppenrich_suite_wf.ga
diffstat 7 files changed, 628 insertions(+), 329 deletions(-) [+]
line wrap: on
line diff
--- a/MaxQuantProcessingScript.R	Wed Apr 13 19:48:01 2022 +0000
+++ b/MaxQuantProcessingScript.R	Thu Jun 30 16:15:57 2022 +0000
@@ -86,37 +86,37 @@
   for (chara in phosphoprobsequence) {
     # build peptide sequence
     if (!(
-      chara == " " |
-      chara == "(" |
-      chara == ")" |
-      chara == "." |
-      chara == "-" |
-      chara == "0" |
-      chara == "1" |
-      chara == "2" |
-      chara == "3" |
-      chara == "4" |
-      chara == "5" |
-      chara == "6" |
-      chara == "7" |
-      chara == "8" |
+      chara == " " ||
+      chara == "(" ||
+      chara == ")" ||
+      chara == "." ||
+      chara == "-" ||
+      chara == "0" ||
+      chara == "1" ||
+      chara == "2" ||
+      chara == "3" ||
+      chara == "4" ||
+      chara == "5" ||
+      chara == "6" ||
+      chara == "7" ||
+      chara == "8" ||
       chara == "9")
     ) {
       phosphopeptide <- paste(phosphopeptide, chara, sep = "")
       counter <- counter + 1
     }
     # generate score_diff
-    if (chara == "-" |
-        chara == "." |
-        chara == "0" |
-        chara == "1" |
-        chara == "2" |
-        chara == "3" |
-        chara == "4" |
-        chara == "5" |
-        chara == "6" |
-        chara == "7" |
-        chara == "8" |
+    if (chara == "-" ||
+        chara == "." ||
+        chara == "0" ||
+        chara == "1" ||
+        chara == "2" ||
+        chara == "3" ||
+        chara == "4" ||
+        chara == "5" ||
+        chara == "6" ||
+        chara == "7" ||
+        chara == "8" ||
         chara == "9"
     ) {
       score_diff <- paste(score_diff, chara, sep = "")
@@ -388,7 +388,7 @@
   read.table(
     file = input_file_name,
     sep = "\t",
-    header = T,
+    header = TRUE,
     quote = ""
   )
 
--- a/PhosphoPeptide_Upstream_Kinase_Mapping.pl	Wed Apr 13 19:48:01 2022 +0000
+++ b/PhosphoPeptide_Upstream_Kinase_Mapping.pl	Thu Jun 30 16:15:57 2022 +0000
@@ -62,18 +62,18 @@
 my (@kinases_observed, $kinases);
 my (@kinases_observed_lbl, @phosphosites_observed_lbl);
 my ($p_sequence_kinase, $p_sequence, $kinase);
-my (@motif_sequence, %motif_type, %motif_count);
+my (@motif_sequence, @motif_description, @motif_type_key_ary, %motif_type, %motif_count);
 my (@kinases_PhosphoSite, $kinases_PhosphoSite);
 my ($p_sequence_kinase_PhosphoSite, $p_sequence_PhosphoSite, $kinase_PhosphoSite);
 my (%regulatory_sites_PhosphoSite_hash);
 my (%domain, %ON_FUNCTION, %ON_PROCESS, %ON_PROT_INTERACT, %ON_OTHER_INTERACT, %notes, %organism);
 my (%unique_motifs);
-my ($kinase_substrate_NetworKIN_matches, $kinase_motif_matches, $kinase_substrate_PhosphoSite_matches);
+my ($kinase_substrate_NetworKIN_matches, $kinase_substrate_PhosphoSite_matches);
 my %psp_regsite_protein_2;
 my (%domain_2, %ON_FUNCTION_2, %ON_PROCESS_2, %ON_PROT_INTERACT_2, %N_PROT_INTERACT, %ON_OTHER_INTERACT_2, %notes_2, %organism_2);
 my @timeData;
 my $PhosphoSitePlusCitation;
-my %site_description;
+my (%site_description, %site_id);
 
 my %kinase_substrate_NetworKIN_matches;
 my %kinase_motif_matches;
@@ -997,12 +997,21 @@
 ###############################################################################################################################
 
 # file format (tab separated):
-#   x[0] = primary key (character), e.g., '17' or '23a'
+#   x[0] = quasi-primary key (character), e.g., '17' or '23a'
 #   x[1] = pattern (egrep pattern), e.g., '(M|I|L|V|F|Y).R..(pS|pT)'
 #   x[2] = description, e.g., 'PKA_Phosida' or '14-3-3 domain binding motif (HPRD)' or 'Akt kinase substrate motif (HPRD & Phosida)'
-
-my $SITE_MOTIF = 2;
-$site_description{$SITE_MOTIF} = "motif";
+# "counter"	"pcre"	"symbol"	"description"	"pubmed_id"	"classification"	"source"
+# "1"	"R.R..(pS|pT)(F|L)"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8985174"	"kinase substrate"	"HPRD"
+#   x[3] = old description, i.e., description in Amanchy (HPRD) and Phosida tables
+#   x[4] = pubmed id
+#   x[5] = classification
+#   x[6] = source (Phosida or HPRD)
+my $SITE_HPRD = 2;
+$site_description{$SITE_HPRD} = "HPRD";
+$site_id{$site_description{$SITE_HPRD}} = $SITE_HPRD;
+my $SITE_PHOSIDA = 4;
+$site_description{$SITE_PHOSIDA} = "Phosida";
+$site_id{$site_description{$SITE_PHOSIDA}} = $SITE_PHOSIDA;
 
 open (IN2, "$motifs_in") or die "I couldn't find $motifs_in\n";
 print "Reading the Motifs file:  $motifs_in\n";
@@ -1010,17 +1019,30 @@
 while (<IN2>) {
     chomp;
     my (@x) = split(/\t/);
+    my $tmp_motif_description;
+    if ($#x == 6) { # weirdly, a @list of length seven has $#list == 6
+        # remove double-quotes which are helpful or necessary for Excel
+        $x[6]  =~ s/\"//g;
+        $tmp_motif_description = $x[6];
+    } else {
+        $tmp_motif_description = "motif";
+    }
     for my $i (0 .. 2) {
+        # remove any embedded CR or LF (none should exist)
         $x[$i] =~ s/\r//g;
         $x[$i]  =~ s/\n//g;
+        # remove double-quotes which are helpful or necessary for Excel
         $x[$i]  =~ s/\"//g;
         }
-    if (exists ($motif_type{$x[1]})) {
-        $motif_type{$x[1]} = $motif_type{$x[1]}." & ".$x[2];
+    if (exists ($motif_type{$x[2]})) {
+        #ACE-2022.06.20 $motif_type{$x[1]} = $motif_type{$x[1]}." & ".$x[2];
+        $motif_type{$x[2]} = $motif_type{$x[2]}."|".$x[2];
     } else {
-        $motif_type{$x[1]} = $x[2];
+        $motif_type{$x[2]} = $x[2];
         $motif_count{$x[1]} = 0;
         push (@motif_sequence, $x[1]);
+        push (@motif_description, $tmp_motif_description);
+        push (@motif_type_key_ary, $x[2])
     }
 }
 close (IN2);
@@ -1111,7 +1133,6 @@
 #
 #  Columns:
 #    (0)  GENE
-#    (1)  PROTEIN           --> #ACE %psp_regsite_protein
 #    (2)  PROT_TYPE
 #    (3)  ACC_ID
 #    (4)  GENE_ID
@@ -1503,8 +1524,9 @@
                 }
             }
             for my $i (0 .. $#motif_sequence) {
+                print "matching $motif_sequence[$i]" if ($verbose);
                 if ($peptide =~ /$motif_sequence[$i]/) {
-                    $kinase_motif_matches{$peptide}{$motif_sequence[$i]} = "X";
+                    $kinase_motif_matches{$peptide}{$motif_type{$motif_type_key_ary[$i]}} = "X";
                 }
             }
             for my $i (0 .. $#kinases_PhosphoSite) {
@@ -1578,7 +1600,7 @@
                 $pSTY_sequence = $formatted_sequences[$k];
                 for my $i (0 .. $#motif_sequence) {
                     if ($pSTY_sequence =~ /$motif_sequence[$i]/) {
-                        $kinase_motif_matches{$peptide}{$motif_sequence[$i]} = "X";
+                        $kinase_motif_matches{$peptide}{$motif_type{$motif_type_key_ary[$i]}} = "X";
                     }
                 }
                 for my $i (0 .. $#kinases_PhosphoSite) {
@@ -1741,6 +1763,8 @@
 # Print to the output file
 #
 ###############################################################################################################################
+
+
 open (OUT, ">$file_out") || die "could not open the fileout: $file_out";
 open (MELT, ">$file_melt") || die "could not open the fileout: $file_melt";
 
@@ -1760,11 +1784,12 @@
     print OUT "$temp\t";
     push(@kinases_observed_lbl, $temp);
 }
-for my $i (0 .. $#motif_sequence) {
-    print OUT "$motif_type{$motif_sequence[$i]} ($motif_sequence[$i])\t";
+my @motif_type_keys = keys %motif_type;
+for my $i (1 .. $#motif_type_keys) {
+    print OUT "$motif_type{$motif_type_keys[$i]}\t";
 }
 for my $i (0 .. $#kinases_PhosphoSite) {
-    my $temp = $kinases_PhosphoSite[$i]."_PhosphoSite";
+    my $temp = $kinases_PhosphoSite[$i]; # ."_PhosphoSite";
     if ($i < $#kinases_PhosphoSite) { print OUT "$temp\t"; }
     if ($i == $#kinases_PhosphoSite) { print OUT "$temp\n"; }
     push(@phosphosites_observed_lbl, $temp);
@@ -1861,8 +1886,9 @@
     }
 }
 add_site_type($SITE_KINASE_SUBSTRATE, $site_description{$SITE_KINASE_SUBSTRATE});
-add_site_type($SITE_MOTIF, $site_description{$SITE_MOTIF});
-add_site_type($SITE_PHOSPHOSITE, $site_description{$SITE_PHOSPHOSITE});
+add_site_type($SITE_HPRD            , $site_description{$SITE_HPRD            });
+add_site_type($SITE_PHOSIDA         , $site_description{$SITE_PHOSIDA         });
+add_site_type($SITE_PHOSPHOSITE     , $site_description{$SITE_PHOSPHOSITE     });
 # end store-to-SQLite "site_type" table
 # ...
 
@@ -2070,7 +2096,7 @@
     for my $i (0 .. $#kinases_observed) {
         if (exists($kinase_substrate_NetworKIN_matches{$peptide}{$kinases_observed[$i]})) {
             print OUT "X\t";
-            my $NetworKIN_label = $kinases_observed[$i]."_NetworKIN";
+            my $NetworKIN_label = $kinases_observed[$i]; #."_NetworKIN";
             print MELT "$peptide\t$gene_names\t$site_description{$SITE_KINASE_SUBSTRATE}\t$NetworKIN_label\n";
             # begin store-to-SQLite "ppep_gene_site" table
             # ---
@@ -2088,26 +2114,36 @@
     }
     my %wrote_motif;
     my $motif_parts_0;
-    for my $i (0 .. $#motif_sequence) {
-        if (exists($kinase_motif_matches{$peptide}{$motif_sequence[$i]})) {
+    my @motif_split;
+    my $one_motif;
+    
+    for my $i (0 .. $#motif_type_keys) {
+        if (exists($kinase_motif_matches{$peptide}{$motif_type_keys[$i]})) {
             print OUT "X\t";
-            $motif_parts_0 = $motif_type{$motif_sequence[$i]}." ".$motif_sequence[$i];
-            my $key = "$peptide\t$gene_names\t$motif_parts_0";
-            if (!exists($wrote_motif{$key})) {
-                $wrote_motif{$key} = $key;
-                print MELT "$peptide\t$gene_names\t$site_description{$SITE_MOTIF}\t$motif_parts_0\n";
-                # print "Line 657: i is $i\t$kinase_motif_matches{$peptide}{$motif_sequence[$i]}\n";            #debug
-                # begin store-to-SQLite "ppep_gene_site" table
-                # ---
-                $ppep_gene_site_stmth->bind_param(1, $ppep_id);        # ppep_gene_site.ppep_id
-                $ppep_gene_site_stmth->bind_param(2, $gene_names);     # ppep_gene_site.gene_names
-                $ppep_gene_site_stmth->bind_param(3, $motif_parts_0); # ppep_gene_site.kinase_map
-                $ppep_gene_site_stmth->bind_param(4, $SITE_MOTIF);     # ppep_gene_site.site_type_id
-                if (not $ppep_gene_site_stmth->execute()) {
-                    print "Error writing tuple ($peptide,$gene_names,$motif_parts_0): $ppep_gene_site_stmth->errstr\n";
+            #ACE-2022.06.20 $motif_parts_0 = $motif_type{$motif_sequence[$i]}." ".$motif_sequence[$i];
+            $motif_parts_0 = $motif_type{$motif_type_keys[$i]};
+            @motif_split = split("[|]", $motif_parts_0);
+            #ACE-2022.06.20 my $key = "$peptide\t$gene_names\t$motif_parts_0";
+            for my $j (0 .. $#motif_split) {
+                $one_motif = $motif_split[$j];
+                #ACE-2022.06.20 my $key = "$peptide\t$gene_names\t$motif_parts_0";
+                my $key = "$peptide\t$gene_names\t$one_motif";
+                if (!exists($wrote_motif{$key})) {
+                    $wrote_motif{$key} = $key;
+                    print MELT "$peptide\t$gene_names\t$motif_description[$i]\t$one_motif\n";
+                    # print "Line 657: i is $i\t$kinase_motif_matches{$peptide}{$motif_sequence[$i]}\n";            #debug
+                    # begin store-to-SQLite "ppep_gene_site" table
+                    # ---
+                    $ppep_gene_site_stmth->bind_param(1, $ppep_id);        # ppep_gene_site.ppep_id
+                    $ppep_gene_site_stmth->bind_param(2, $gene_names);     # ppep_gene_site.gene_names
+                    $ppep_gene_site_stmth->bind_param(3, $one_motif);  # ppep_gene_site.kinase_map
+                    $ppep_gene_site_stmth->bind_param(4, $site_id{$motif_description[$i]});     # ppep_gene_site.site_type_id
+                    if (not $ppep_gene_site_stmth->execute()) {
+                        print "Error writing tuple ($peptide,$gene_names,$one_motif): $ppep_gene_site_stmth->errstr\n";
+                    }
+                    # ...
+                    # end store-to-SQLite "ppep_gene_site" table
                 }
-                # ...
-                # end store-to-SQLite "ppep_gene_site" table
             }
         }
         else { print OUT "\t";}
--- a/macros.xml	Wed Apr 13 19:48:01 2022 +0000
+++ b/macros.xml	Thu Jun 30 16:15:57 2022 +0000
@@ -1,17 +1,30 @@
 <macros>
-    <token name="@TOOL_VERSION@">0.1.12</token>
+    <token name="@TOOL_VERSION@">0.1.13</token>
     <token name="@VERSION_SUFFIX@">0</token>
     <xml name="requirements">
         <requirements>
-            <requirement type="package" version="0.4.0"   >r-sass</requirement>
-            <requirement type="package" version="1.14.2"  >r-data.table</requirement>
             <requirement type="package" version="1.56.0"  >bioconductor-preprocesscore</requirement>
-            <requirement type="package" version="5.26.2"  >perl</requirement>
+            <requirement type="package" version="1.22.2"  >numpy</requirement>
             <requirement type="package" version="0.3.3"   >openblas</requirement>
-            <requirement type="package" version="1.22.2"  >numpy</requirement>
+            <requirement type="package" version="1.4.1"   >pandas</requirement>
+            <requirement type="package" version="1.64"    >perl-dbd-sqlite</requirement>
+            <requirement type="package" version="5.26.2"  >perl</requirement>
+            <requirement type="package" version="1.4.0"   >pyahocorasick</requirement>
+            <requirement type="package" version="3.9.10"  >python</requirement>
+            <requirement type="package" version="1.14.2"  >r-data.table</requirement>
+            <requirement type="package" version="1.1.2"   >r-dbi</requirement>
             <requirement type="package" version="3.3.5"   >r-ggplot2</requirement>
+            <requirement type="package" version="3.1.3"   >r-gplots</requirement>
+            <requirement type="package" version="0.9.4"   >r-latex2exp</requirement>
+            <requirement type="package" version="1.7.1"   >r-optparse</requirement>
+            <requirement type="package" version="1.4.4"   >r-reshape2</requirement>
+            <requirement type="package" version="2.11"    >r-rmarkdown</requirement>
+            <requirement type="package" version="2.2.8"   >r-rsqlite</requirement>
+            <requirement type="package" version="0.4.0"   >r-sass</requirement>
+            <requirement type="package" version="0.4_11"  >r-sqldf</requirement>
+            <requirement type="package" version="1.4.0"   >r-stringr</requirement>
+            <requirement type="package" version="0.37"    >r-tinytex</requirement>
             <requirement type="package" version="0.3.7"   >r-vioplot</requirement>
-            <requirement type="package" version="0.37"    >r-tinytex</requirement>
             <!--
             It would be nice to use conda-forge/texlive-core rather than r-tinytex because the
             former installs texlive when the package is built, but issue 23 blocked PDF-creation.
@@ -19,14 +32,58 @@
             with boxes) unless I specified the build as well as the version when building a
             conda environment, e.g.:  texlive-core=20210325=h97429d4_0
             -->
-            <requirement type="package" version="3.9.10"  >python</requirement>
-            <requirement type="package" version="0.9.4"   >r-latex2exp</requirement>
-            <requirement type="package" version="1.4.0"   >r-stringr</requirement>
-            <requirement type="package" version="1.64"    >perl-dbd-sqlite</requirement>
-            <requirement type="package" version="1.4.0"   >pyahocorasick</requirement>
-            <requirement type="package" version="2.11"    >r-rmarkdown</requirement>
-            <requirement type="package" version="1.4.1"   >pandas</requirement>
-            <requirement type="package" version="1.7.1"   >r-optparse</requirement>
         </requirements>
+        <!-- I specified the versions above because it takes a VERY long time to search for package versions when they are not omitted; also, version numbers should lead to reproducible behavior.  Contrast execution times of this (about 18 seconds):
+            echo n | time conda create -n mqppep_ver -c conda-forge -c bioconda \
+              bioconductor-preprocesscore=1.56.0 \
+              numpy=1.22.2 \
+              openblas=0.3.3 \
+              pandas=1.4.1 \
+              perl-dbd-sqlite=1.64 \
+              perl-dbd-sqlite=1.64 \
+              perl=5.26.2 \
+              pyahocorasick=1.4.0 \
+              python=3.9.10 \
+              r-data.table=1.14.2 \
+              r-dbi=1.1.2 \
+              r-ggplot2=3.3.5 \
+              r-gplots=3.1.3 \
+              r-latex2exp=0.9.4 \
+              r-optparse=1.7.1 \
+              r-reshape2=1.4.4 \
+              r-rmarkdown=2.11 \
+              r-rsqlite=2.2.8 \
+              r-sass=0.4.0 \
+              r-sqldf=0.4_11 \
+              r-stringr=1.4.0 \
+              r-tinytex=0.37 \
+              r-vioplot=0.3.7
+          with this (42 or more seconds):
+            echo n | time conda create -n mqppep_nover -c conda-forge -c bioconda \
+              bioconductor-preprocesscore= \
+              numpy \
+              openblas=0.3.3 \
+              pandas \
+              perl \
+              perl-dbd-sqlite \
+              perl-dbd-sqlite \
+              pyahocorasick \
+              python \
+              r-data.table \
+              r-dbi \
+              r-ggplot2 \
+              r-gplots \
+              r-latex2exp \
+              r-optparse \
+              r-reshape2 \
+              r-rmarkdown \
+              r-rsqlite \
+              r-sass \
+              r-sqldf \
+              r-stringr \
+              r-tinytex \
+              r-vioplot
+
+        -->
     </xml>
 </macros>
--- a/mqppep_mrgfltr.py	Wed Apr 13 19:48:01 2022 +0000
+++ b/mqppep_mrgfltr.py	Thu Jun 30 16:15:57 2022 +0000
@@ -608,6 +608,33 @@
             file=sys.stderr,
         )  # timer
 
+        # ########################################################################
+        # # trim upstream_data to include only the upstream map columns
+        # old_cols = upstream_data.columns.tolist()
+        # i = 0
+        # first_intensity = -1
+        # last_intensity = -1
+        # intensity_re = re.compile("Intensity.*")
+        # for col_name in old_cols:
+        #     m = intensity_re.match(col_name)
+        #     if m:
+        #         last_intensity = i
+        #         if first_intensity == -1:
+        #             first_intensity = i
+        #     i += 1
+        # # print('last intensity = %d' % last_intensity)
+        # col_PKCalpha = last_intensity + 2
+        #
+        # data_in_cols = [old_cols[0]] + old_cols[
+        #     first_intensity: last_intensity + 1
+        # ]
+        #
+        # if upstream_data.empty:
+        #     print("upstream_data is empty")
+        #     exit(0)
+        #
+        # data_in = upstream_data.copy(deep=True)[data_in_cols]
+        ########################################################################
         # trim upstream_data to include only the upstream map columns
         old_cols = upstream_data.columns.tolist()
         i = 0
@@ -625,6 +652,9 @@
         col_PKCalpha = last_intensity + 2
 
         data_in_cols = [old_cols[0]] + old_cols[
+            first_intensity - 1: last_intensity
+        ]
+        data_col_names = [old_cols[0]] + old_cols[
             first_intensity: last_intensity + 1
         ]
 
@@ -633,6 +663,10 @@
             exit(0)
 
         data_in = upstream_data.copy(deep=True)[data_in_cols]
+        data_in.columns = data_col_names
+        print("data_in")
+        print(data_in)
+        ########################################################################
 
         # Convert floating-point integers to int64 integers
         #   ref: https://stackoverflow.com/a/68497603/15509512
@@ -1181,8 +1215,12 @@
             file=sys.stderr,
         )  # timer
 
+        print("old_cols[:col_PKCalpha]")
+        print(old_cols[:col_PKCalpha])
         cols = [old_cols[0]] + old_cols[col_PKCalpha - 1:]
         upstream_data = upstream_data[cols]
+        print("upstream_data.columns")
+        print(upstream_data.columns)
 
         end_time = time.process_time()  # timer
         print(
--- a/mqppep_preproc.xml	Wed Apr 13 19:48:01 2022 +0000
+++ b/mqppep_preproc.xml	Thu Jun 30 16:15:57 2022 +0000
@@ -2,20 +2,28 @@
   id="mqppep_preproc"
   name="MaxQuant Phosphopeptide Preprocessing"
   version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@"
-  python_template_version="3.5"
   profile="21.05"
   >
     <description>
-        Transform the output of MaxQuant for phosphoproteome-enriched samples to prepare it for statistical anlaysis.
+        Prep phosphoproteomic MaxQuant output for statistical anlaysis.
     </description>
     <macros>
         <import>macros.xml</import>
     </macros>
+    <edam_topics>
+        <edam_topic>topic_0121</edam_topic><!-- Proteomics -->
+        <edam_topic>topic_3520</edam_topic><!-- Proteomics experiment-->
+    </edam_topics>
+    <edam_operations>
+        <edam_operation>operation_0338</edam_operation><!-- Sequence database search -->
+        <edam_operation>operation_0361</edam_operation><!-- Sequence annotation -->
+        <edam_operation>operation_3434</edam_operation><!-- Conversion -->
+        <edam_operation>operation_3436</edam_operation><!-- Aggregation -->
+    </edam_operations>
     <expand macro="requirements"/>
     <command detect_errors="exit_code"><![CDATA[
-      (
-        echo '--- localization-filter step:'
-      ) && (
+      echo '--- localization-filter step:'
+      && (
         Rscript '$__tool_directory__/MaxQuantProcessingScript.R'
         -i '$phosphoSites'
         #if $pst_py_selector == "y"
@@ -27,7 +35,7 @@
         --startCol '$startcol_script'
         --intervalCol $intervalCol
         --localProbCutoff $localProbCutoff
-        --collapse_func $collapseFunc
+        --collapse_func $collapse_func
         -o '$phosphoPepIntensities'
         --locProbCutoffGraph $locProbCutoffGraph
         --enrichGraph $enrichGraph
@@ -35,9 +43,9 @@
         --enrichGraph_svg $enrichGraph_svg
         --filtered_data $filteredData_tabular
         --quant_data $quantData_tabular
-      ) && (
-        echo '... end localization-filter.'
-      ) && (
+      ) &&
+      echo '... end localization-filter.'
+      && (
         echo '--- kinase-mapping step:'
       ) && (
         perl '$__tool_directory__/PhosphoPeptide_Upstream_Kinase_Mapping.pl'
@@ -57,11 +65,11 @@
         -O '$melted_phophopeptide_map'
         -D '$mqppep_output_sqlite'
         -s '$species'
-      ) && (
+      ) &&
         echo '... end kinase-mapping.'
-      ) && (
+      &&
         echo '--- merge-and-filter step:'
-      ) && (
+      && (
         python '$__tool_directory__/mqppep_mrgfltr.py'
         --phosphopeptides='$mapped_phophopeptides'
         --ppep_mapping_db='$mqppep_output_sqlite'
@@ -69,9 +77,8 @@
         --mrgfltr_tab='$preproc_tab'
         --mrgfltr_csv='$preproc_csv'
         --mrgfltr_sqlite='$preproc_sqlite'
-      ) && (
-        echo '... end merge-and-filter.'
       )
+      && echo '... end merge-and-filter.'
     ]]></command>
     <configfiles>
         <configfile name="phosphocol_script">$phosphoCol
@@ -82,11 +89,11 @@
     <inputs>
         <param name="phosphoSites" type="data" format="tabular"
                label="Phospho (STY)Sites.txt"
-               help="[phosphoSites] Tabular 'Phospho (STY)Sites.txt' produced by MaxQuant"
+               help="Tabular 'Phospho (STY)Sites.txt' produced by MaxQuant"
                />
         <param name="phosphoCol" type="text"
                label="pattern for column 'Number of Phospho (STY)'"
-               help="[phosphoCol] PERL-compatible regular expression matching header of column having number of 'Phospho (STY)'"
+               help="PERL-compatible regular expression matching header of column having number of 'Phospho (STY)'"
                value="^Number of Phospho [(]STY[)]$">
             <sanitizer>
                 <valid initial="string.printable">
@@ -96,7 +103,7 @@
         </param>
         <param name="startCol" type="text"
                label="pattern for first column of intensity values"
-               help="[startCol] PERL-compatible regular expression matching column header having first sample intensity"
+               help="PERL-compatible regular expression matching column header having first sample intensity"
                value="^Intensity[^_]">
             <sanitizer>
                 <valid initial="string.printable">
@@ -106,46 +113,46 @@
         </param>
         <param name="intervalCol" type="integer" value="1" min="1"
                label="Interval between the intensity column of samples"
-               help="[intervalCol] E.g., 1 if subsequent column is next sample; 2 if next sample is two columns away, etc."/>
+               help="E.g., 1 if subsequent column is next sample; 2 if next sample is two columns away, etc."/>
         <param name="pst_py_selector" type="select"
             label="Phosphopeptide enrichment type"
-            help="[enrichment] Were samples enriched for pS and pT, or were they enriched for pY instead?"
+            help="Were samples enriched for pS and pT, or were they enriched for pY instead?"
             >
             <option value="st" selected="true">pST</option>
             <option value="y">pY</option>
         </param>
-        <param name="collapseFunc" type="select"
+        <param name="collapse_func" type="select"
                label="Intensity merge function"
-               help="[collapseFunc] When a peptide is multiply phosphorylated, how should intensities be merged? [default: sum]"
+               help="When a peptide is multiply phosphorylated, how should intensities be merged? [default: sum]"
                >
             <option value="sum" selected="true">sum</option>
             <option value="mean">average</option>
         </param>
         <param name="localProbCutoff" type="float" value="0.75" min="0" max="1.0"
                label="Localization Probability Cutoff"
-               help="[localProbCutoff] See help below for an explanation."
+               help="See help below for an explanation."
                />
         <param name="merge_function" type="select" label="intensity merge-function"
-               help="[merge_function] Specifies how intensities for identical phosphosites should be merged">
+               help="Specifies how intensities for identical phosphosites should be merged">
             <option value="sum" selected="true">sum</option>
             <option value="average">average</option>
         </param>
         <param name="protein_fasta" type="data" format="fasta" label="UniProtKB/SwissProt FASTA database"
-               help="[protein_fasta] Sequence database; supply the same FASTA file as you supplied to by MaxQuant"
+               help="Sequence database; supply the same FASTA file as you supplied to by MaxQuant"
                />
         <param name="networkin" type="data" format="tabular" label="NetworKIN file"
-            help="[networkin] NetworKIN file; see help section below"/>
+            help="NetworKIN file; see help section below"/>
         <param name="p_sty_motifs" type="data" format="tabular" label="pSTY_Motifs file"
-            help="[p_sty_motifs] pS/pT/pY phosphorylation site motifs; see help section below"/>
+            help="pS/pT/pY phosphorylation site motifs; see help section below"/>
         <param name="psp_kinase_substrate" type="data" format="tabular" label="PSP_Kinase_Substrate_Dataset"
-            help="[psp_kinase_substrate] 'Kinase-substrate dataset'; see help section below"/>
+            help="'Kinase-substrate dataset'; see help section below"/>
         <param name="psp_regulatory_sites" type="data" format="tabular" label="PSP_Regulatory_sites"
-            help="[psp_regulatory_sites] 'Regulatory sites'; see help section below"/>
+            help="'Regulatory sites'; see help section below"/>
         <param name="species"
                type="text"
                value = "human"
                label="filter to limit PhosphoSitePlus records to indicated species"
-               help="[species] (field may be empty) [default: human]"
+               help="(field may be empty) [default: human].  If you supply this parameter, use the species indentifier seen as a suffix in UniProtKB"
                />
     </inputs>
     <outputs>
@@ -180,7 +187,7 @@
             <param name="phosphoCol" value="^Number of Phospho [(][STY][STY]*[)]$"/>
             <param name="startCol" value="^Intensity[^_]"/>
             <param name="intervalCol" value="1"/>
-            <param name="collapseFunc" value="sum"/>
+            <param name="collapse_func" value="sum"/>
             <param name="localProbCutoff" value="0.75"/>
             <param name="species" value="human"/>
 
@@ -200,36 +207,35 @@
                     <has_text text="cell cycle regulation" />
                     <has_text text="PPP2CA(INDUCES)" />
                     <has_text text="SNCA(DISRUPTS)" />
-                    <has_text text="Casein Kinase II substrate" />
-                    <has_text text="PKC kinase substrate" />
-                    <has_text text="PKCiota" />
-                    <has_text text="Csnk2a1" />
                     <has_text text="CDK7" />
                     <has_text text="CK1alpha" />
-                    <has_text text="CK2a2" />
                     <has_text text="CK2alpha" />
                     <has_text text="DNAPK" />
                     <has_text text="HIPK2" />
                     <has_text text="IKKalpha" />
                     <has_text text="PKCalpha" />
                     <has_text text="PKCbeta" />
+                    <has_text text="PKC" />
+                    <has_text text="CK2a2" />
+                    <has_text text="CK2alpha" />
+                    <has_text text="Csnk2a1" />
                 </assert_contents>
             </output>
 
             <output name="melted_phophopeptide_map">
                 <assert_contents>
-                    <has_text text="CDK7_NetworKIN" />
-                    <has_text text="CK1alpha_NetworKIN" />
-                    <has_text text="CK2a2_NetworKIN" />
-                    <has_text text="CK2alpha_NetworKIN" />
-                    <has_text text="DNAPK_NetworKIN" />
-                    <has_text text="HIPK2_NetworKIN" />
-                    <has_text text="IKKalpha_NetworKIN" />
-                    <has_text text="PKCalpha_NetworKIN" />
-                    <has_text text="PKCbeta_NetworKIN" />
-                    <has_text text="PKC kinase substrate motif" />
-                    <has_text text="Casein Kinase II substrate motif" />
-                    <has_text text="Csnk2a1_PhosphoSite" />
+                    <has_text text="CDK7" />
+                    <has_text text="CK1alpha" />
+                    <has_text text="CK2alpha" />
+                    <has_text text="DNAPK" />
+                    <has_text text="HIPK2" />
+                    <has_text text="IKKalpha" />
+                    <has_text text="PKCalpha" />
+                    <has_text text="PKCbeta" />
+                    <has_text text="PKC" />
+                    <has_text text="CK2a2" />
+                    <has_text text="CK2alpha" />
+                    <has_text text="Csnk2a1" />
                 </assert_contents>
             </output>
         </test>
@@ -246,7 +252,7 @@
             <param name="phosphoCol" value="^Number of Phospho [(][STY][STY]*[)]$"/>
             <param name="startCol" value="^Intensity[^_]"/>
             <param name="intervalCol" value="1"/>
-            <param name="collapseFunc" value="sum"/>
+            <param name="collapse_func" value="sum"/>
             <param name="localProbCutoff" value="0.75"/>
             <param name="species" value="human"/>
 
@@ -274,9 +280,9 @@
 
             <output name="melted_phophopeptide_map">
                 <assert_contents>
-                    <has_text text="Casein Kinase II substrate motif (HPRD)" />
-                    <has_text text="EPHA4_PhosphoSite" />
-                    <has_text text="EphA4_NetworKIN" />
+                    <has_text text="EphA6" />
+                    <has_text text="EPHA4" />
+                    <has_text text="EphA4" />
                 </assert_contents>
             </output>
         </test>
@@ -355,8 +361,11 @@
 
 **Authors**
 
+``Nicholas A. Graham``
+  (`ORCiD 0000-0002-6811-1941 <https://orcid.org/0000-0002-6811-1941>`_) initiated the original script.
+
 ``Larry C. Cheng``
-  (`ORCiD 0000-0002-6922-6433 <https://orcid.org/0000-0002-6922-6433>`_) wrote the original script.
+  (`ORCiD 0000-0002-6922-6433 <https://orcid.org/0000-0002-6922-6433>`_) updated the original script.
 
 ``Arthur C. Eschenlauer``
   (`ORCiD 0000-0002-2882-0508 <https://orcid.org/0000-0002-2882-0508>`_) adapted the script to run in Galaxy.
@@ -482,10 +491,10 @@
 **Authors**
 
 ``Nicholas A. Graham``
-  (`ORCiD 0000-0002-6811-1941 <https://orcid.org/0000-0002-6811-1941>`_) may have initiated the original script.
+  (`ORCiD 0000-0002-6811-1941 <https://orcid.org/0000-0002-6811-1941>`_) initiated the original script.
 
 ``Larry C. Cheng``
-  (`ORCiD 0000-0002-6922-6433 <https://orcid.org/0000-0002-6922-6433>`_) may have updated the original script.
+  (`ORCiD 0000-0002-6922-6433 <https://orcid.org/0000-0002-6922-6433>`_) updated the original script.
 
 ``Arthur C. Eschenlauer``
   (`ORCiD 0000-0002-2882-0508 <https://orcid.org/0000-0002-2882-0508>`_) adapted the script to run in Galaxy.
--- a/test-data/pSTY_motifs.tabular	Wed Apr 13 19:48:01 2022 +0000
+++ b/test-data/pSTY_motifs.tabular	Thu Jun 30 16:15:57 2022 +0000
@@ -1,196 +1,355 @@
-1	((E|D|A)(D|E)(E|D)(E|D)pS(E|D|A)(D|E|A)(E|D)(E|D))|(pS.(E|pS|pT))|(pS..(E|pS|pT))|((pS|pT)..(E|D))|(pS(D|E).(D|E).(D|E))|((D|E)pS(D|E).(D|E))|(pS(D|E)(D|E)(D|E))|((pS|pT)..(D|E))|((pS|pT)..(E|D|pS|pY))|((S|E|P|G)(D|S|N|E|P)(E|D|G|Q|W)(Y|E|D|S|W|T)(W|E|D)pS(D|E)(D|E|W|N)(E|D)(E|D|N|Q))	Casein Kinase II substrate motif (HPRD)
-2	((L|F|I)...R(Q|S|T)L(pS|pT)(M|L|I|V))|(..B.R..pS..)|(pS...(pS|pT))	MAPKAPK2 kinase substrate motif (HPRD)
-3	((M|V|L|I|F)(R|K|H)...(pS|pT)...(M|V|L|I|F))|((M|V|L|I)..(R|K|H).(pS|pT)...(M|V|L|I))|((M|V|L|I|F)(R|K|H)..(pS|pT)...(M|V|L|I|F))	AMP-activated protein kinase substrate motif (HPRD)
-4	((P|L|I|M).(L|I|D|E)pSQ)|(LpSQE)|(pSQ)	ATM kinase substrate motif (HPRD)
-5	((R|K).R..(pS|pT)(M|L|V|I))|(VFLGFpTYVAP)	p70 Ribosomal S6 kinase substrate motif (HPRD)
-6	((R|K).R..pS)|(RRR.pS)	MAPKAPK1 kinase substrate motif (HPRD)
-7	((R|K)pSP(R|P)(R|K|H))|((pS|pT)P.(R|K))|(HHH(R|K)pSPR(R|K)R)	Cdc2 kinase substrate motif (HPRD)
-8	((R|N)(F|L|M)(R|K)(R|K)pS(R|I|V|M)(R|I|M|V)(M|I|F|V)(I|F|M))|(FR.(pS|pT))|(RF(R|K)(R|K)pS(R|I)(R|I)MI)	NIMA kinase substrate motif (HPRD)
-9	((pS|pT)P.(K|R))|((K|R)(pS|pT)P)|((pS|pT)P(K|R))	Growth associated histone HI kinase substrate motif (HPRD)
-10	(..(pS|pT)E)|(.(pS|pT)...(A|P|S|T))	G protein-coupled receptor kinase 1 substrate motif (HPRD)
-11	(.R..(pS|pT).R.)|((pS|pT).(R|K))|((R|K)..(pS|pT))|((R|K)..(pS|pT).(R|K))|((K|R).(pS|pT))|((R|K).(pS|pT).(R|K))	PKC kinase substrate motif (HPRD)
-12	(.pSQ)|(P(pS|pT).)	DNA dependent Protein kinase substrate motif (HPRD)
-13	(AKRRRLSpSLRA)|(VRKRpTLRRL)	PAK1 kinase substrate motif (HPRD)
-14	(ARKGpSLRQ)|(R(R|F)RR(R|K)GpSF(R|K)(R|K))	PKC alpha kinase substrate motif (HPRD)
-15	(HpSTSDD)|(YRpSVDE)	Branched chain alpha-ketoacid dehydrogenase kinase substrate motif (HPRD)
-16	(KCSpTWP)|(R..pS)|(R.R..pS.P)|(YpTV)|(RS.(pS|pT).P)|(R.(Y|F).pS.P)|(RPVSSAApSVY)	14-3-3 domain binding motif (HPRD)
-17	(KK.RRpT(L|V).)|(KKR.RpT(L|V).)|((R|K).RR.(pS|pT)(L|V).)	DMPK1 kinase substrate motif (HPRD)
-18	(KKKKKK(pS|pT)...)|((R|K|Q|N)(M|C|W)(R|T|S|N)(E|D|S|N)(R|K|E|D|N)pS(S|D|E)(S|GC|D)(SM|R|N)(N|H|S|R|C))	TGF beta receptor kinase substrate motif (HPRD)
-19	(KRKQIpSVR)|((F|M|K)(R|K)(M|R|Q|F)(M|F|L|I)pS(F|I|M|L)(F|R|K)(L|I)(F|L|I))|((K|R)..pS(V|I))	Phosphorylase kinase substrate motif (HPRD)
-20	(KRQGpSVRR)|(R(K|E|R).pS)	PKC epsilon kinase substrate motif (HPRD)
-21	(P.(pS|pT)P)|(pSP)	ERK1, ERK2 Kinase substrate motif (HPRD)
-22	(P.(pS|pT)PP)|(..P.(pS|pT)PPP.)	ERK1,2 kinase substrate motif (HPRD)
-23	(PL(pS|pT)PIP(K|R|H))|(PL(pS|pT)P.(K|R|H))	CDK4 kinase substrate motif (HPRD)
-24	(PLpTLP)|(PLLpTP)|(PLpTP)|(PpTLP)|(PLpTLP)|(PpTLP)|(LpTP)	RAF1 kinase substrate motif (HPRD)
-25	(R..(pS|pT))|((K|F)(R|K)(Q|M)(Q|M|K|L|F)pS(F|I|M|L|V)(D|E|I)(L|M|K|I)(F|K))|((M|V|L|I|F).(R|K)..(pS|pT)..)|(R..pS)	Calmodulin-dependent protein kinase II substrate motif (HPRD)
-26	(R..pSPV)|(K(pS|pT)P.K)|(KpSP...K)|(KpSP..K)|(KpSP....K)|(KpTPAKEE)|(P.pSP)|(.(pS|pT)P)|(..pSP)	GSK-3, ERK1, ERK2, CDK5 substrate motif (HPRD)
-27	(R.R..(pS|pT)(F|L))|(R.R..(pS|pT))|(GRART(S|T)pSFAE)|((R|Q|K)(R|K|N|Q|P|H)(R|K)(R|S|T)(N|K|Q|H|D|P)pS(F|W|I|M|N|S)(S|T|H)(R|S|K)(S|T|P|Q))|((R|K).(R|K)(S|T).pS)	Akt kinase substrate motif (HPRD)
-28	(RR..pS)|(KR.RpS)|(KRR.pT)	ZIP kinase substrate motif (HPRD)
-29	(RR.pS(M|I|L|V|F|Y))|(R.pS)|(KR..pS)|(R..pS)|((R|K).(pS|pT))|(K..(pS|pT))|((R|K)(R|K).(pS|pT))|(K...(pS|pT))|((pS|pT).(R|K))|(RRRRpSIIFI)|(RR.pS)|(R(R|K).(pS|pT)(I|L|V|F|Y)(D|C|.).D)|(RR.pS)|(RRR(R|N)pSII(F|D))|((R|C|P|K)(R|A|P)(R|K)(R|K|S)(N|L|S|M|P)Ps(I|L|V|C)(S|P|H|Q)(S|W|Q)(S|L|G))	PKA kinase substrate motif (HPRD)
-30	(RRFGpSBRRF)|(RRFGpS(M|L|V|I|F)RR(M|L|V|I|F))	MEKK kinase substrate motif (HPRD)
-31	(VPGKARKKpSSCQLL)|(PLARTLpSVAGLP)|((M|I|L|V|F|Y).R..(pS|pT))	Calmodulin-dependent protein kinase IV substrate motif (HPRD)
-32	(pSD.E)|(pS..(E|D))	Casein kinase II substrate motif (HPRD)
-33	(pSP..(pS|pT))|((D|E)..(pS|pT))|((pS|pT)..(S|T))|((pS|pT)...(S|T)(M|L|V|I|F))	Casein Kinase I substrate motif (HPRD)
-34	(pTP.K)|((K|H|G)H(H|P)(K|G|H)pSP(R|K)(H|R|K)(R|H|K))|((pS|pT)PG(pS|pT)PGTP)	CDK5 kinase substrate motif (HPRD)
-35	(R|K).R..pS...(R|K)	AMP-activated protein kinase 2 substrate motif (HPRD)
-36	(R|K|N)R.(pS|pT)(M|L|V|I)	Aurora-A kinase substrate motif (HPRD)
-37	(D|E)(pS|pT)...	b-Adrenergic Receptor kinase substrate motif (HPRD)
-38	(M|V|L|I|F).R..(pS|pT)...(M|V|L|I|F)	Calmodulin-dependent protein kinase I substrate motif (HPRD)
-39	(M|I|L|V|F|Y).R..(pS|pT)(M|I|L|V|F|Y)	Calmodulin-dependent protein kinase II alpha substrate motif (HPRD)
-40	E(F|E)D(T|A|G)GpSI(I|F|Y|G)(I|G|F)(F|G)(F|P|L)	Casein Kinase I delta substrate motif (HPRD)
-41	Y(Y|E)(D|Y)(A|D)(A|G)pSI(I|Y|F|G)(I|G|F)(F|G)(F|P|L)	Casein Kinase I gamma substrate motif (HPRD)
-42	P.(pS|pT)PKK.KK	Cdc2 like protein kinase substrate motif (HPRD)
-43	(pS|pT)P.(R|K)	CDK1,2, 4, 6 kinase substrate motif (HPRD)
-44	pSP.(R|K).	CDK kinase substrate motif (HPRD)
-45	(M|I|L|V).(R|K)..(pS|pT)	Chk1 kinase substrate motif (HPRD)
-46	R..(pS|pT)..R	CLK1 kinase substrate motif (HPRD)
-47	(R|K).(R|K).(R|K).pS..R	CLK1,2 kinase substrate motif (HPRD)
-48	R(R|H)(R|H)(R|E)RE(R|H)pSR(R|D)L	CLK2 kinase substrate motif (HPRD)
-49	R..(pS|pT)(L|V)R	DMPK1,2 kinase substrate motif (HPRD)
-50	R(R|K)R(E|R)R(E|A)(H|R)pSRR(R|D)(L|E)	DOA/CDC-like kinase 2 substrate motif (HPRD)
-51	(I|L|V|F|M)RR..(pS|pT)(I|L|M|V|F)	Doublecortin kinase-1 kinase substrate motif (HPRD)
-52	E.pS.R..R	elF2 alpha kinase substrate motif (HPRD)
-53	(T|P|S)(G|P|E|Y)(P|L|I)(L|M|P)pSP(G|P|F)(P|F|G|Y)(F|Y|I)	ERK1 kinase substrate motif (HPRD)
-54	pTEpY	ERK1 Kinase substrate motif (HPRD)
-55	KpSPP	ERK1, ERK2, SAPK, CDK5 and GSK3 kinase substrate motif (HPRD)
-56	(D|Y|W|E)(C)(P|S|C|E)(P|C|S|L|T|V)(L|M|T)pS(P|A)(T|S|G|R|C|F)(W|P|S)(W|F)	ERK2 kinase substrate motif (HPRD)
-57	pS...pS	GSK3 kinase substrate motif (HPRD)
-58	P.pTP	GSK3, Erk1, Erk2 and CDK5 kinase motif (HPRD)
-59	(M|L|V|I|F)(R|K|H)..pS...(M|L|V|I|F)	HMGCoA Reductase kinase substrate motif (HPRD)
-60	GP(Q|M)pSPI	JNK1 Kinase substrate motif (HPRD)
-61	LRpT	LKB1 Kinase substrate motif (HPRD)
-62	pT(G|P|E)pY	MAPK 11,13,14 Kinase substrate motif (HPRD)
-63	KKR..pS.(R|K)(R|K)	MLCK kinase substrate motif (HPRD)
-64	FpTY	mTOR kinase substrate motif (HPRD)
-65	IRRLpSTRRR	Nek 2 kinase substrate motif (HPRD)
-66	(R|K)(R|.).(pS|pT)	PAK2 kinase substrate motif (HPRD)
-67	F..F(pS|pT)(F|Y)	PDK1 kinase substrate motif (HPRD)
-68	(R|K)(R|K)(R|K).(pS|pT).	Pim1 kinase substrate sequence (HPRD)
-69	(R|K)(R|K|A|Q|P)(R|K)(R|Q|H|N|Y)(P|H|K)pS(G|S|T)(P|S|G|Q|H|S|T)(S|P|Q|G|D)(T|S|P|G)	Pim2 kinase substrate sequence (HPRD)
-70	R(R|K).(pS|pT)B	PKA, PKG kinase substrate motif (HPRD)
-71	(L|R|F)(R|K)R(K|Q)GpS(F|M)KK.A	PKC beta kinase substrate motif (HPRD)
-72	R.RKGpSF	PKC delta kinase substrate motif (HPRD)
-73	AR..R(R|K)RpSFRR	PKC eta kinase substrate motif (HPRD)
-74	F..F(pS|pT)(F|Y)	PKC family kinase substrate motif (HPRD)
-75	RRRK(G|K)SF(R|K)(R|K)KA	PKC gamma kinase substrate motif (HPRD)
-76	(L|V)(V|L|A)R(Q|K|E)MpS	PKC mu kinase substrate motif (HPRD)
-77	(R|F|W|M)(W|A|K|S)(R|S|K|H)(R|H|S|Q)(R|K|N|P|G|Q)pS(I|F|R|V|K|S|L|M)(K|M|R|S|T)(R|S|K|W)(R|K|G)	PKC theta kinase substrate motif (HPRD)
-78	F.R..pS(F|M)(F|M)	PKC zeta kinase substrate motif (HPRD)
-79	(L|V|I)(R|K|Q)(R|K)(R|K|T|Q|M)(N|K|R|L|M|H)pS(F|W|I|M|L|V)(S|N)(R|S|P|Y|W)(S|R|N|L)	PKD kinase substrate motif (HPRD)
-80	R(R|K).(pS|pT)B	PKG kinase substrate motif (HPRD)
-81	R..(pS|pT).R..R	PKR kinase substrate motif (HPRD)
-82	(D|E).(pS|pT)(I|L|V|M).(D|E)	Plk1 kinase substrate motif (HPRD)
-83	.pS..D..	Pyruvate dehydrogenase kinase substrate motif (HPRD)
-84	pTEY	Dual specificity protein phosphatase 1 substrate motif (HPRD)
-85	pT.pY	Dual specificity protein phosphatase 6 substrate motif (HPRD)
-86	RRA(pS|pT)VA	PP2A, PP2C substrate motif (HPRD)
-87	.R..pSVA	PP2B substrate motif (HPRD)
-88	.pT.pY.	PP2C delta substrate motif (HPRD)
-89	pS(D|E)(D|E)E	BARD1 BRCT domain binding motif (HPRD)
-90	DpSG..pS	Beta-TrCP1 domain binding motif (HPRD)
-91	pS(F|Y|H)(V|F|Y)(F|Y)	BRCA1 BRCT domain binding motif (HPRD)
-92	(I|L)(I|L|P)pTP(R|K)	CDC4 WD40 domain binding motif (HPRD)
-93	HFDpTYLI	Chk2 FHA domain binding motif (HPRD)
-94	(R|D|H)(L|Y)(L|M)(K|A)pT(Q|L|M|E|V)(K|L|I|R)	FHA domain binding motif (HPRD)
-95	S(pS|pT).	MDC1 BRCT domain binding motif (HPRD)
-96	S(pS|pT).	Plk1 PBD domain binding motif (HPRD)
-97	pSYII	RAD9 BRCT domain binding motif (HPRD)
-98	(pS|pT)P	WW domain binding motif (HPRD)
-99	((pS|pT)P.(K|R))|((pS|pT)P(K|R))	CDK1_Phosida
-100	(P.(pS|pT)P)|(V.(pS|pT)P)|(PE(pS|pT)P)	ERK/MAPK_Phosida
-101	(R(R|S|T).(pS|pT).(S|T))|(R.R..(pS|pT))	PKB/AKT_Phosida
-102	(R.(pS|pT))|(R(R|K).(pS|pT))|(KR..(pS|pT))	PKA_Phosida
-103	(R..(pS|pT))|(R..(pS|pT)V)	CAMK2_Phosida
-104	(S..(pS|pT))|((S|T)...pS)	CK1_Phosida
-105	(pS|pT)..E	CK2_Phosida
-106	pS...S	GSK3_Phosida
-107	(pS|pT)P.(K|R)	CDK2_Phosida
-108	R..(pS|pT).R	PKC_Phosida
-109	(L|V|I).(R|K)..(pS|pT)	PKD_Phosida
-110	(I|E|V)pY(E|G)(E|D|P|N)(I|V|L)	LCK_Phosida
-111	(I|V|L)pY..(P|F)	ABL_Phosida
-112	(E|D)..pY..(D|E|A|G|S|T)	SRC_Phosida
-113	pY..(I|L|V|M)	ALK_Phosida
-114	(D|P|S|A|E|N).pY(V|L|D|E|I|N|P)	EGFR_Phosida
-115	(R|K).(pS|pT)(I|L|V)	AURORA_Phosida
-116	(R|K|N)R.(pS|pT)(M|L|V|I)	AURORA-A_Phosida
-117	(D|E).(pS|pT)(V|I|L|M).(D|E)	PLK_Phosida
-118	(E|D).(pS|pT)(F|L|I|Y|W|V|M)	PLK1_Phosida
-119	L..(pS|pT)	NEK6_Phosida
-120	L.R..(pS|pT)	CHK1/2_Phosida
-121	(M|I|L|V).(R|K)..(pS|pT)	CHK1_Phosida
-122	F..F(pS|pT)(F|Y)	PDK1_Phosida
-123	(F|L|M)(R|K)(R|K)(pS|pT)	NIMA_Phosida
-124	((D|E)(D|E)...pYVA)|((E|D|Y)pY)	TC-PTP phosphatase substrate motif (HPRD)
-125	((D|E).(L|I|V).pY..(L|I|V))|((D|E).(L|I|V)..pY..(L|I|V))|((D|E)(D|E)(D|E|L).pY..(F|M|L|V|I)(D|E))|((D|E).pY)|((E|P)(F|I|L)pYA.(F|I|L|V))	SHP1 phosphatase substrate motif (HPRD)
-126	((D|E).......(D|E)..pY..L.......Y..(L|I))|((I|V|L|S).pY..(L|I))	Src family kinase substrate motif (HPRD)
-127	((D|E)pYpY(R|K))|(EFpY(G|A)TY(G|A))|(E(Y|F|D)pYM)|((E|P)(M|L|I|V|F)pY(G|A).(M|L|I|V|F|Y)A)|(RD.Y.TDYpYR)|(E(F|D|Y)pY)	PTP1B phosphatase substrate motif (HPRD)
-128	((H|F).V.(T|S|A)pY)|((I|V|L).pY(F|M).P)|(pY(I|V).(I|V))|((I|L|V|M).pY(T|V|A).(I|V|L|F))|((I|V).pY(L|M|T)Y(A|P|T)SG)|(W(M|T|V)pY(Y|R)(I|L).)	SHP2 N-terminal SH2 domain binding motif (HPRD)
-129	((V|I|L).pYA.(L|V))|(..pYYM(K|R))	SHP1 C-terminal SH2 domain binding motif (HPRD)
-130	(.E.IpYGVLF)|(E.(I|V|L|F)pY(G|A)V(L|V|F|I)(F|L|V|I))	Lck kinase substrate motif (HPRD)
-131	(DEEIpY(E|G)EL.)|((D|E).......(D|E)..pY..L.......Y..(L|I))	Lyn kinase substrate motif (HPRD)
-132	(EE(D|E)IpYFFFF)|(...IpY(M|I|F)FFF)	CSK kinase substrate motif (HPRD)
-133	(EEEEpYFELV)|((E|D|R|A)(D|E)(D|E)(E|D|I)pY(F|V|I|E)(E|F|D)(L|I|F|V)V)|(.(D|E)pY.)|(pYIPP)|(.(D|E)pY(I|L|V))	EGFR kinase substrate motif (HPRD)
-134	(EEEEpYVFI.)|((L|N)(R|I)TpY)|((D|E)(D|E)(D|E)(D|E)pY(V|E|I)F(I|V|F))	PDGFR kinase substrate motif (HPRD)
-135	(EEEIpYEEIE)|((E|A|D)(E|A)(E|A)(I|E|V)pY(D|E)(D|E)(I|V|E)(E|I|V))	Fes kinase substrate motif (HPRD)
-136	(EEEpYFFLF)|(A(E|A)EEpY(F|V)F(L|F|M|I|V)F)	FGFR kinase substrate motif (HPRD)
-137	(L(Y|H)pY(M|F).(F|M))|(L.pYA.L)	SHP1 N-terminal SH2 domain binding motif (HPRD)
-138	(pY(M|L|E)EP)|(pYESP)	Vav SH2 domain binding motif (HPRD)
-139	(pY(Y|I|V)N(F|L|I|V))|(pY(Q|Y|V)N(Y|Q|F))|(pY.N)	Grb2 SH2 domain binding motif (HPRD)
-140	(pY..P)|(pYDHP)	Crk SH2 domain binding motif (HPRD)
-141	(pY..Q)|(pY(M|L|V|I|F)(P|R|K|H)Q)	STAT3 SH2 domain binding motif (HPRD)
-142	(pY..YY)|(pY(D|E).(I|L|V|M))|((D|E)..pY)|(pY....(F|Y))	ALK kinase substrate motif (HPRD)
-143	(pYIDL)|(pYASI)|(EFpYA.(V|I)G(R|K|H)S)	SHP2 phosphatase substrate motif (HPRD)
-144	(pYM.M)|(EDAIpY)|(.VIpYAAPF)|(EAIpYAAPF)|(EEIpYEEpY)|(E.IpY..P.)|(EEIpYYYVH)|(ERIpYARTK)|(AEV(I|V|L|F)pYAA(P|F)F)	Abl kinase substrate motif (HPRD)
-145	(pYM.M)|(EE(E|N|D)pY(M|F)(M|F)(M|F|I|E)(M|F))|(.EEEpYMMMM)|(KKSRGDpYMTMQIG)|(KKKLPATGDpYMNMSPVGD)	Insulin receptor kinase substrate motif (HPRD)
-146	(pYM.M)|(YIpYGSFK)|(EEEIpY(G|E)EFD)|(D(D|E)(E|D|G)(I|V|L)pY(G|E)E(F|I)F)|((D|E).......(D|E)..pY..L.......Y..(L|I))|((D|E)(D|E)(E|D|G)(I|V|L)pY(G|E|D)E(F|I|L|V)(D|E))|(pY(A|G|S|T|D|E))	Src kinase substrate motif (HPRD)
-147	(pYM.M)|(pY..M)|(pYMPMS)	PI3 Kinase p85 SH2 domain binding motif (HPRD)
-148	ME(E|N)(I|V)pY(G|E)IFF	Fgr kinase substrate motif (HPRD)
-149	KKKSPGEpYVNIEFG	IGF1 receptor kinase substrate motif (HPRD)
-150	pY..(L|I|V)	JAK2 kinase substrate motif (HPRD)
-151	pTPpY	JNK kinase substrate motif (HPRD)
-152	(E|D|pT|pY).pYEE	Syk kinase substrate motif (HPRD)
-153	DpYpYR	PTP1B, TC-PTP phosphatase substrate motif (HPRD)
-154	(D|E)FpY(G|A)(F|Y)(A|G)	PTPRH phosphatase substrate motif (HPRD)
-155	F(M|L|V|I)pY	PTPRJ phosphatase substrate motif (HPRD)
-156	pY(E|M|V)(N|V|I)	3BP2 SH2 domain binding motif (HPRD)
-157	pYENP	Abl SH2 domain binding motif (HPRD)
-158	pY(T|A|S)(K|R|Q|N)(M|I|V|R)	Csk SH2 domain binding motif (HPRD)
-159	pYE.(V|I)	Fes SH2 domain binding motif (HPRD)
-160	pYEE(I|V)	Fgr SH2 domain binding motif (HPRD)
-161	pYEDP	Fyn SH2 domain binding motif (HPRD)
-162	pY(M|I|L|V).(M|I|L|V)	GRB2, 3BP2, Csk, Fes, Syk C-terminal SH2 domain binding motif (HPRD)
-163	(F|Y)pY(E|T|Y|S)N(I|L|V|P|T|Y|S)	GRB7, GRB10 SH2 domain binding motif (HPRD)
-164	pYF.(F|P|L|Y)	HCP SH2 domain binding motif (HPRD)
-165	pY(A|E|V)(Y|F|E|S|N|V)(P|F|I|H)	Itk SH2 domain binding motif (HPRD)
-166	pYDYV	Lck and Src SH2 domain binding motif (HPRD)
-167	pYDEP	Nck SH2 domain binding motif (HPRD)
-168	pY(L|I|V)E(L|I|V)	PLCgamma C and N-terminal SH2 domain binding motif (HPRD)
-169	pY..P	RasGAP C-terminal SH2 domain binding motif (HPRD)
-170	pYILV.(M|L|I|V|P)	RasGAP N-terminal SH2 domain binding motif (HPRD)
-171	TIpY..(V|I)	SAP and EAT2 SH2 domain binding motif (HPRD)
-172	pY(L|V)N(V|P)	Sem5 SH2 domain binding motif (HPRD)
-173	pY(T|V|I).L	Shb SH2 domain binding motif (HPRD)
-174	pY(I|E|Y|L).(I|L|M)	SHC SH2 domain binding motif (HPRD)
-175	(I|V|L|S).pY..(L|I)	SHIP2 SH2 domain binding motif (HPRD)
-176	(I|V).pY..(L|V)	SHP1 SH2 domain binding motif (HPRD)
-177	(V|I|L).pY(M|L|F).P	SHP1, SHP2 SH2 domain binding motif (HPRD)
-178	(T|V|I|Y).pY(A|S|T|V).(I|V|L)	SHP2 CSH2 domain binding motif (HPRD)
-179	(I|L|V)(I|L|V)(I|L|V|F|T|Y)pY(T|I|L|V)(I|L)(I|L|V|P)	SHP2 C-terminal SH2 domain binding motif (HPRD)
-180	pYIPP	SHP2, PLCgamma SH2 domain binding motif (HPRD)
-181	pYM.M	Src and Abl SH2 domain binding motif (HPRD)
-182	pY(R|K|H|Q|E|D)(R|K|H|Q|E|D)(I|P)	Src, Fyn, Lck, Fgr, Abl, Crk, Nck SH2 domain binding motif (HPRD)
-183	PP.pY	Src, Fyn,Csk, Nck and SHC SH2 domain binding motif (HPRD)
-184	pYEEI	Src,Lck and Fyn SH2 domains binding motif (HPRD)
-185	pY(D|E)(P|R)(R|P|Q)	STAT1 SH2 domain binding motif (HPRD)
-186	pY(Q|T|E)(E|Q)(L|I)	Syk C-terminal SH2 domain binding motif (HPRD)
-187	pYTT(I|L|M)	Syk N-terminal SH2 domain binding motif (HPRD)
-188	(D|E).......(D|E)..pY..L.......Y..(L|I)	Syk, ZAP-70, Shc, Lyn SH2 domain binding motif (HPRD)
-189	pYEN(F|I|V)	Tensin SH2 domain binding motif (HPRD)
-190	D(N|D).pY	Cbl PTB domain binding motif (HPRD)
-191	N.LpY	Dok1 PTB domain binding motif (HPRD)
-192	N..pY	FRIP PTB domain binding motif (HPRD)
-193	NP.pY	Shc PTB domain binding motif (HPRD)
-194	DD.pY	Shb PTB domain binding motif (HPRD)
-195	NP.pYF.R	ShcA PTB domain binding motif (HPRD)
-196	HN(M|L|V|I)(M|L|V|I|N)NP(S|T)pY	ShcC PTB domain binding motif (HPRD)
+"counter"	"pcre"	"symbol"	"description"	"pubmed_id"	"classification"	"source"
+"1"	"R.R..(pS|pT)(F|L)"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8985174"	"kinase substrate"	"HPRD"
+"2"	"R.R..(pS|pT)"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10945990"	"kinase substrate"	"HPRD"
+"3"	"GRART(S|T)pSFAE"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8524413"	"kinase substrate"	"HPRD"
+"4"	"(R|Q|K)(R|K|N|Q|P|H)(R|K)(R|S|T)(N|K|Q|H|D|P)pS(F|W|I|M|N|S)(S|T|H)(R|S|K)(S|T|P|Q)"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"5"	"(R|K).(R|K)(S|T).pS"	"PKB_group"	"Akt kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"6"	"(M|V|L|I|F)(R|K|H)...(pS|pT)...(M|V|L|I|F)"	"AMPK_group"	"AMP-activated protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7902296,7698321"	"kinase substrate"	"HPRD"
+"7"	"(M|V|L|I)..(R|K|H).(pS|pT)...(M|V|L|I)"	"AMPK_group"	"AMP-activated protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7902296"	"kinase substrate"	"HPRD"
+"8"	"(M|V|L|I|F)(R|K|H)..(pS|pT)...(M|V|L|I|F)"	"AMPK_group"	"AMP-activated protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7698321"	"kinase substrate"	"HPRD"
+"9"	"(R|K).R..pS...(R|K)"	"AMPK_group"	"AMP-activated protein kinase 2 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7698321"	"kinase substrate"	"HPRD"
+"10"	"(P|L|I|M).(L|I|D|E)pSQ"	"ATM"	"ATM kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10608806"	"kinase substrate"	"HPRD"
+"11"	"LpSQE"	"ATM"	"ATM kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10801797,11544175"	"kinase substrate"	"HPRD"
+"12"	"pSQ"	"ATM"	"ATM kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"13"	"(R|K|N)R.(pS|pT)(M|L|V|I)"	"Aurora A"	"Aurora-A kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16083426"	"kinase substrate"	"HPRD"
+"14"	"(D|E)(pS|pT)..."	"GRK-2"	"b-Adrenergic Receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1645191"	"kinase substrate"	"HPRD"
+"15"	"HpSTSDD"	"BCKDK"	"Branched chain alpha-ketoacid dehydrogenase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=3947057"	"kinase substrate"	"HPRD"
+"16"	"YRpSVDE"	"BCKDK"	"Branched chain alpha-ketoacid dehydrogenase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=3947057"	"kinase substrate"	"HPRD"
+"17"	"(M|V|L|I|F).R..(pS|pT)...(M|V|L|I|F)"	"CaM-KI_group"	"Calmodulin-dependent protein kinase I substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9452427,7698321,8022798"	"kinase substrate"	"HPRD"
+"18"	"(M|I|L|V|F|Y).R..(pS|pT)(M|I|L|V|F|Y)"	"CaM-KII_alpha"	"Calmodulin-dependent protein kinase II alpha substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9452427"	"kinase substrate"	"HPRD"
+"19"	"R..(pS|pT)"	"CaM-KII_group"	"Calmodulin-dependent protein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"20"	"(K|F)(R|K)(Q|M)(Q|M|K|L|F)pS(F|I|M|L|V)(D|E|I)(L|M|K|I)(F|K)"	"CaM-KII_group"	"Calmodulin-dependent protein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"21"	"(M|V|L|I|F).(R|K)..(pS|pT).."	"CaM-KII_group"	"Calmodulin-dependent protein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8280084"	"kinase substrate"	"HPRD"
+"22"	"R..pS"	"CaM-KII_group"	"Calmodulin-dependent protein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"23"	"VPGKARKKpSSCQLL"	"CaM-KIV"	"Calmodulin-dependent protein kinase IV substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1901412"	"kinase substrate"	"HPRD"
+"24"	"PLARTLpSVAGLP"	"CaM-KIV"	"Calmodulin-dependent protein kinase IV substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1309765"	"kinase substrate"	"HPRD"
+"25"	"(M|I|L|V|F|Y).R..(pS|pT)"	"CaM-KIV"	"Calmodulin-dependent protein kinase IV substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9452427"	"kinase substrate"	"HPRD"
+"26"	"E(F|E)D(T|A|G)GpSI(I|F|Y|G)(I|G|F)(F|G)(F|P|L)"	"CK1_delta|CK1_group"	"Casein Kinase I delta substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"27"	"Y(Y|E)(D|Y)(A|D)(A|G)pSI(I|Y|F|G)(I|G|F)(F|G)(F|P|L)"	"CK1_group|CK1_gamma Q9HCP0"	"Casein Kinase I gamma substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"28"	"pSP..(pS|pT)"	"CK1_group"	"Casein Kinase I substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"29"	"(D|E)..(pS|pT)"	"CK1_group"	"Casein Kinase I substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12925738"	"kinase substrate"	"HPRD"
+"30"	"(pS|pT)..(S|T)"	"CK1_group"	"Casein Kinase I substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12925738"	"kinase substrate"	"HPRD"
+"31"	"(pS|pT)...(S|T)(M|L|V|I|F)"	"CK1_group"	"Casein Kinase I substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12925738"	"kinase substrate"	"HPRD"
+"32"	"(E|D|A)(D|E)(E|D)(E|D)pS(E|D|A)(D|E|A)(E|D)(E|D)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"33"	"pS.(E|pS|pT)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1650349,3474230"	"kinase substrate"	"HPRD"
+"34"	"pS..(E|pS|pT)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1650349,12925738"	"kinase substrate"	"HPRD"
+"35"	"(pS|pT)..(E|D)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9272871"	"kinase substrate"	"HPRD"
+"36"	"pSD.E"	"CK2_group"	"Casein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"37"	"pS..(E|D)"	"CK2_group"	"Casein kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"38"	"pS(D|E).(D|E).(D|E)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"39"	"(D|E)pS(D|E).(D|E)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"40"	"pS(D|E)(D|E)(D|E)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"41"	"(pS|pT)..(D|E)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=2044770,2117608"	"kinase substrate"	"HPRD"
+"42"	"(pS|pT)..(E|D|pS|pY)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7735314"	"kinase substrate"	"HPRD"
+"43"	"(S|E|P|G)(D|S|N|E|P)(E|D|G|Q|W)(Y|E|D|S|W|T)(W|E|D)pS(D|E)(D|E|W|N)(E|D)(E|D|N|Q)"	"CK2_group"	"Casein Kinase II substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"44"	"(R|K)pSP(R|P)(R|K|H)"	"CDK1"	"Cdc2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12586835"	"kinase substrate"	"HPRD"
+"45"	"(pS|pT)P.(R|K)"	"CDK1"	"Cdc2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7874496,9003781"	"kinase substrate"	"HPRD"
+"46"	"HHH(R|K)pSPR(R|K)R"	"CDK1"	"Cdc2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7874496"	"kinase substrate"	"HPRD"
+"47"	"P.(pS|pT)PKK.KK"	"CDK1"	"Cdc2 like protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8407912"	"kinase substrate"	"HPRD"
+"48"	"(pS|pT)P.(R|K)"	"CDK1|CDK2|CDK4|CDK6"	"CDK1,2, 4, 6 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12501191,10607671"	"kinase substrate"	"HPRD"
+"49"	"pSP.(R|K)."	"CDK_group"	"CDK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"50"	"PL(pS|pT)PIP(K|R|H)"	"CDK4"	"CDK4 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9003781"	"kinase substrate"	"HPRD"
+"51"	"PL(pS|pT)P.(K|R|H)"	"CDK4"	"CDK4 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9003781"	"kinase substrate"	"HPRD"
+"52"	"pTP.K"	"CDK5"	"CDK5 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11684694"	"kinase substrate"	"HPRD"
+"53"	"(K|H|G)H(H|P)(K|G|H)pSP(R|K)(H|R|K)(R|H|K)"	"CDK5"	"CDK5 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"54"	"(pS|pT)PG(pS|pT)PGTP"	"CDK5"	"CDK5 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9003781"	"kinase substrate"	"HPRD"
+"55"	"(M|I|L|V).(R|K)..(pS|pT)"	"CHK1"	"Chk1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10648819"	"kinase substrate"	"HPRD"
+"56"	"R..(pS|pT)..R"	"CLK1"	"CLK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10954422"	"kinase substrate"	"HPRD"
+"57"	"(R|K).(R|K).(R|K).pS..R"	"CLK1"	"CLK1|CLK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10480872"	"kinase substrate"	"HPRD"
+"58"	"R(R|H)(R|H)(R|E)RE(R|H)pSR(R|D)L"	"CLK1"	"CLK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11827553"	"kinase substrate"	"HPRD"
+"59"	"KK.RRpT(L|V)."	"DMPK_group"	"DMPK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12897125"	"kinase substrate"	"HPRD"
+"60"	"KKR.RpT(L|V)."	"DMPK_group"	"DMPK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12897125"	"kinase substrate"	"HPRD"
+"61"	"(R|K).RR.(pS|pT)(L|V)."	"DMPK_group"	"DMPK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12897125"	"kinase substrate"	"HPRD"
+"62"	"R..(pS|pT)(L|V)R"	"DMPK_group"	"DMPK1|DMPK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=10913253"	"kinase substrate"	"HPRD"
+"63"	".pSQ"	"DNA-PK"	"DNA dependent Protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1751287"	"kinase substrate"	"HPRD"
+"64"	"P(pS|pT)."	"DNA-PK"	"DNA dependent Protein kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8086496"	"kinase substrate"	"HPRD"
+"65"	"R(R|K)R(E|R)R(E|A)(H|R)pSRR(R|D)(L|E)"	"CLK1"	"DOA/CDC-like kinase 2 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11827553"	"kinase substrate"	"HPRD"
+"66"	"(I|L|V|F|M)RR..(pS|pT)(I|L|M|V|F)"	"DCAMKL1"	"Doublecortin kinase-1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12590608"	"kinase substrate"	"HPRD"
+"67"	"E.pS.R..R"	"HRI|EIF2AK2|EIF2AK3"	"elF2 alpha kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275,1671834"	"kinase substrate"	"HPRD"
+"68"	"(T|P|S)(G|P|E|Y)(P|L|I)(L|M|P)pSP(G|P|F)(P|F|G|Y)(F|Y|I)"	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"69"	"pTEpY"	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12646559"	"kinase substrate"	"HPRD"
+"70"	"P.(pS|pT)PP"	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1,2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1939237"	"kinase substrate"	"HPRD"
+"71"	"..P.(pS|pT)PPP."	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1,2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1939237"	"kinase substrate"	"HPRD"
+"72"	"P.(pS|pT)P"	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1, ERK2 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9792705"	"kinase substrate"	"HPRD"
+"73"	"pSP"	"MAP2K1|MAP2K2|MAP2K_group"	"ERK1, ERK2 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"74"	"KpSPP"	"MAP2K1|MAP2K2|MAP2K_group|CDK5|GSK-3 (HPRD)"	"ERK1, ERK2, SAPK, CDK5 and GSK3 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12586839"	"kinase substrate"	"HPRD"
+"75"	"(D|Y|W|E)(C)(P|S|C|E)(P|C|S|L|T|V)(L|M|T)pS(P|A)(T|S|G|R|C|F)(W|P|S)(W|F)"	"MAP2K1|MAP2K_group"	"ERK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"76"	"..(pS|pT)E"	"GRK-1"	"G protein-coupled receptor kinase 1 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1645191"	"kinase substrate"	"HPRD"
+"77"	".(pS|pT)...(A|P|S|T)"	"GRK-1"	"G protein-coupled receptor kinase 1 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1645191"	"kinase substrate"	"HPRD"
+"78"	"(pS|pT)P.(K|R)"	"CDK2|MOD_CDK_SPxK_1"	"Growth associated histone HI kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate|ELM"	"HPRD"
+"79"	"(K|R)(pS|pT)P"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5|MOD_ProDKin_1"	"Growth associated histone HI kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate|ELM"	"HPRD"
+"80"	"(pS|pT)P(K|R)"	"CDK2|MOD_CDK_SPK_2"	"Growth associated histone HI kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate|ELM"	"HPRD"
+"81"	"pS...pS"	"GSK-3 (HPRD)"	"GSK3 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339,16141410"	"kinase substrate"	"HPRD"
+"82"	"P.pTP"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK3, Erk1, Erk2 and CDK5 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16377132"	"kinase substrate"	"HPRD"
+"83"	"R..pSPV"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15358237"	"kinase substrate"	"HPRD"
+"84"	"K(pS|pT)P.K"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9592082"	"kinase substrate"	"HPRD"
+"85"	"KpSP...K"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9592082"	"kinase substrate"	"HPRD"
+"86"	"KpSP..K"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9592082"	"kinase substrate"	"HPRD"
+"87"	"KpSP....K"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9592082"	"kinase substrate"	"HPRD"
+"88"	"KpTPAKEE"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9819213"	"kinase substrate"	"HPRD"
+"89"	"P.pSP"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16020478"	"kinase substrate"	"HPRD"
+"90"	".(pS|pT)P"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16020478"	"kinase substrate"	"HPRD"
+"91"	"..pSP"	"GSK-3 (HPRD)|MAP2K1|MAP2K2|MAP2K_group|CDK5"	"GSK-3, ERK1, ERK2, CDK5 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16020478"	"kinase substrate"	"HPRD"
+"93"	"GP(Q|M)pSPI"	"JNK_group"	"JNK1 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15629715"	"kinase substrate"	"HPRD"
+"94"	"LRpT"	"LKB1"	"LKB1 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=14985505"	"kinase substrate"	"HPRD"
+"95"	"(R|K).R..pS"	"RSK-1|RSK-2|RSK_group"	"MAPKAPK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7498520"	"kinase substrate"	"HPRD"
+"96"	"RRR.pS"	"RSK_group"	"MAPKAPK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7498520"	"kinase substrate"	"HPRD"
+"97"	"(L|F|I)...R(Q|S|T)L(pS|pT)(M|L|I|V)"	"MAPKAPK2"	"MAPKAPK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15807522"	"kinase substrate"	"HPRD"
+"98"	"..[^P].R..pS.."	"MAPKAPK2"	"MAPKAPK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8280084"	"kinase substrate"	"HPRD"
+"99"	"pS...(pS|pT)"	"MAPKAPK2"	"MAPKAPK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15629715,8280084"	"kinase substrate"	"HPRD"
+"100"	"pT(G|P|E)pY"	"MAPK11|MAPK13|MAPK14"	"MAPK 11,13,14 Kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9295308,7535770"	"kinase substrate"	"HPRD"
+"101"	"RRFGpS[^P]RRF"	"MEKK (HPRD)"	"MEKK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7874496"	"kinase substrate"	"HPRD"
+"102"	"RRFGpS(M|L|V|I|F)RR(M|L|V|I|F)"	"MEKK (HPRD)"	"MEKK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7874496"	"kinase substrate"	"HPRD"
+"103"	"KKR..pS.(R|K)(R|K)"	"MLCK_group"	"MLCK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7961752"	"kinase substrate"	"HPRD"
+"104"	"FpTY"	"mTOR"	"mTOR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=14560963"	"kinase substrate"	"HPRD"
+"105"	"IRRLpSTRRR"	"NEK2"	"Nek 2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275,7759549"	"kinase substrate"	"HPRD"
+"106"	"(R|N)(F|L|M)(R|K)(R|K)pS(R|I|V|M)(R|I|M|V)(M|I|F|V)(I|F|M)"	"NIMA (HPRD)"	"NIMA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677,1416988"	"kinase substrate"	"HPRD"
+"107"	"FR.(pS|pT)"	"NIMA (HPRD)"	"NIMA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7759549,8120013"	"kinase substrate"	"HPRD"
+"108"	"RF(R|K)(R|K)pS(R|I)(R|I)MI"	"NIMA (HPRD)"	"NIMA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8120013,8982275"	"kinase substrate"	"HPRD"
+"109"	"(R|K).R..(pS|pT)(M|L|V|I)"	"p70S6K"	"p70 Ribosomal S6 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7498520,1737763"	"kinase substrate"	"HPRD"
+"110"	"VFLGFpTYVAP"	"p70S6K"	"p70 Ribosomal S6 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7498520"	"kinase substrate"	"HPRD"
+"111"	"AKRRRLSpSLRA"	"PAK1"	"PAK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8051089"	"kinase substrate"	"HPRD"
+"112"	"VRKRpTLRRL"	"PAK1"	"PAK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8051089"	"kinase substrate"	"HPRD"
+"113"	"(R|K)(R|.).(pS|pT)"	"PAK2"	"PAK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9405039"	"kinase substrate"	"HPRD"
+"114"	"F..F(pS|pT)(F|Y)"	"PDK-1"	"PDK1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11516946"	"kinase substrate"	"HPRD"
+"115"	"KRKQIpSVR"	"PHK_group"	"Phosphorylase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8180216"	"kinase substrate"	"HPRD"
+"116"	"(F|M|K)(R|K)(M|R|Q|F)(M|F|L|I)pS(F|I|M|L)(F|R|K)(L|I)(F|L|I)"	"PHK_group"	"Phosphorylase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"117"	"(K|R)..pS(V|I)"	"PHK_group"	"Phosphorylase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"118"	"(R|K)(R|K)(R|K).(pS|pT)."	"Pim1 (HPRD)"	"Pim1 kinase substrate sequence"	"https://pubmed.ncbi.nlm.nih.gov/?term=1416988"	"kinase substrate"	"HPRD"
+"119"	"(R|K)(R|K|A|Q|P)(R|K)(R|Q|H|N|Y)(P|H|K)pS(G|S|T)(P|S|G|Q|H|S|T)(S|P|Q|G|D)(T|S|P|G)"	"Pim2 (HPRD)"	"Pim2 kinase substrate sequence"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"120"	"RR.pS(M|I|L|V|F|Y)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8463304,194899"	"kinase substrate"	"HPRD"
+"121"	"R.pS"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"122"	"KR..pS"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"123"	"R..pS"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"124"	"(R|K).(pS|pT)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"125"	"K..(pS|pT)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"126"	"(R|K)(R|K).(pS|pT)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"127"	"K...(pS|pT)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"128"	"(pS|pT).(R|K)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"129"	"RRRRpSIIFI"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7874496"	"kinase substrate"	"HPRD"
+"130"	"RR.pS"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275,1848111"	"kinase substrate"	"HPRD"
+"131"	"R(R|K).(pS|pT)(I|L|V|F|Y)(D|C|.).D"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=14679191"	"kinase substrate"	"HPRD"
+"132"	"RR.pS"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8163498"	"kinase substrate"	"HPRD"
+"133"	"RRR(R|N)pSII(F|D)"	"PKA_group"	"PKA kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"135"	"R(R|K).(pS|pT)[^P]"	"PKA_alpha|MOD_PKA_1"	"PKA, PKG kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7654713"	"kinase substrate|ELM"	"HPRD"
+"136"	"ARKGpSLRQ"	"PKC_alpha"	"PKC alpha kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"137"	"R(R|F)RR(R|K)GpSF(R|K)(R|K)"	"PKC_alpha"	"PKC alpha kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8887677"	"kinase substrate"	"HPRD"
+"138"	"(L|R|F)(R|K)R(K|Q)GpS(F|M)KK.A"	"PKC_beta"	"PKC beta kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12566450,10574945"	"kinase substrate"	"HPRD"
+"139"	"R.RKGpSF"	"PKC_delta"	"PKC delta kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"140"	"KRQGpSVRR"	"PKC_epsilon"	"PKC epsilon kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"141"	"R(K|E|R).pS"	"PKC_epsilon"	"PKC epsilon kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"142"	"AR..R(R|K)RpSFRR"	"PKC_eta"	"PKC eta kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"143"	"F..F(pS|pT)(F|Y)"	"PKC_group"	"PKC family kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"145"	".R..(pS|pT).R."	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=2473066"	"kinase substrate"	"HPRD"
+"146"	"(pS|pT).(R|K)"	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"147"	"(R|K)..(pS|pT)"	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"148"	"(R|K)..(pS|pT).(R|K)"	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"149"	"(K|R).(pS|pT)"	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"150"	"(R|K).(pS|pT).(R|K)"	"PKC_group"	"PKC kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1956339"	"kinase substrate"	"HPRD"
+"151"	"(L|V)(V|L|A)R(Q|K|E)MpS"	"PKD1"	"PKC mu kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"152"	"(R|F|W|M)(W|A|K|S)(R|S|K|H)(R|H|S|Q)(R|K|N|P|G|Q)pS(I|F|R|V|K|S|L|M)(K|M|R|S|T)(R|S|K|W)(R|K|G)"	"PKC_theta"	"PKC theta kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"153"	"F.R..pS(F|M)(F|M)"	"PKC_zeta"	"PKC zeta kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8995387"	"kinase substrate"	"HPRD"
+"154"	"(L|V|I)(R|K|Q)(R|K)(R|K|T|Q|M)(N|K|R|L|M|H)pS(F|W|I|M|L|V)(S|N)(R|S|P|Y|W)(S|R|N|L)"	"PKD"	"PKD kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"155"	"R(R|K).(pS|pT)[^P]"	"PKA_group|MOD_PKA_1"	"PKG kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7654713"	"kinase substrate|ELM"	"HPRD"
+"156"	"R..(pS|pT).R..R"	"EIF2AK2"	"PKR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=1671834"	"kinase substrate"	"HPRD"
+"157"	"(D|E).(pS|pT)(I|L|V|M).(D|E)"	"PLK1"	"Plk1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12738781"	"kinase substrate"	"HPRD"
+"158"	".pS..D.."	"PDHK1"	"Pyruvate dehydrogenase kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=3002277"	"kinase substrate"	"HPRD"
+"159"	"PLpTLP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"160"	"PLLpTP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"161"	"PLpTP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"162"	"PpTLP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"163"	"PLpTLP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"164"	"PpTLP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"165"	"LpTP"	"RAF1"	"RAF1 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8376361"	"kinase substrate"	"HPRD"
+"166"	"KKKKKK(pS|pT)..."	"TGF-beta (HPRD)"	"TGF beta receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8524844"	"kinase substrate"	"HPRD"
+"167"	"(R|K|Q|N)(M|C|W)(R|T|S|N)(E|D|S|N)(R|K|E|D|N)pS(S|D|E)(S|GC|D)(SM|R|N)(N|H|S|R|C)"	"TGF-beta (HPRD)"	"TGF beta receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15782149"	"kinase substrate"	"HPRD"
+"168"	"RR..pS"	"DAPK3"	"ZIP kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15001356"	"kinase substrate"	"HPRD"
+"169"	"KR.RpS"	"DAPK3"	"ZIP kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15001356"	"kinase substrate"	"HPRD"
+"170"	"KRR.pT"	"DAPK3"	"ZIP kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15001356"	"kinase substrate"	"HPRD"
+"171"	"pTEY"	"DUSP1 P28562"	"Dual specificity protein phosphatase 1 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16183637"	"phosphatase substrate"	"HPRD"
+"172"	"pT.pY"	"DUSP6 Q16828"	"Dual specificity protein phosphatase 6 substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11432864"	"phosphatase substrate"	"HPRD"
+"173"	"RRA(pS|pT)VA"	"PKA_group|MOD_PKA_1"	"PP2A, PP2C substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7508382,1653021,3027075"	"kinase substrate|ELM"	"HPRD"
+"174"	".R..pSVA"	"Calcineurin (HPRD)"	"PP2B substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7508382"	"kinase substrate"	"HPRD"
+"175"	".pT.pY."	"Wip1 O15297"	"PP2C delta substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15807522"	"kinase substrate"	"HPRD"
+"1"	"KCSpTWP"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12819209"	"domain binding"	"HPRD"
+"2"	"R..pS"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9524113,9341175"	"domain binding"	"HPRD"
+"3"	"R.R..pS.P"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9524113"	"domain binding"	"HPRD"
+"4"	"YpTV"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12196105"	"domain binding"	"HPRD"
+"5"	"RS.(pS|pT).P"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15139812"	"domain binding"	"HPRD"
+"6"	"R.(Y|F).pS.P"	"LIG_14-3-3_CanoR_1"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9428519"	"domain binding|ELM"	"HPRD"
+"7"	"RPVSSAApSVY"	"14-3-3 (HPRD)"	"14-3-3 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9524113"	"domain binding"	"HPRD"
+"8"	"pS(D|E)(D|E)E"	"BARD1 Q99728"	"BARD1 BRCT domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578343"	"domain binding"	"HPRD"
+"9"	"DpSG..pS"	"BTRC WD40"	"Beta-TrCP1 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15070733,12820959"	"domain binding"	"HPRD"
+"10"	"pS(F|Y|H)(V|F|Y)(F|Y)"	"LIG_BRCT_BRCA1_1"	"BRCA1 BRCT domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578343"	"domain binding|ELM"	"HPRD"
+"11"	"(I|L)(I|L|P)pTP(R|K)"	"hCDC4 Q969H0"	"CDC4 WD40 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11734846"	"domain binding"	"HPRD"
+"12"	"HFDpTYLI"	"LIG_FHA_1"	"Chk2 FHA domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11106755,12049740"	"domain binding|ELM"	"HPRD"
+"13"	"(R|D|H)(L|Y)(L|M)(K|A)pT(Q|L|M|E|V)(K|L|I|R)"	"FHA (HPRD)"	"FHA domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11106755"	"domain binding"	"HPRD"
+"14"	"S(pS|pT)."	"MDC1 FHA"	"MDC1 BRCT domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578343"	"domain binding"	"HPRD"
+"15"	"S(pS|pT)."	"PLK1 PBD"	"Plk1 PBD domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=15139812,12595692,14532005"	"domain binding"	"HPRD"
+"16"	"pSYII"	"RAD9 BRCT (HPRD)"	"RAD9 BRCT domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578343"	"domain binding"	"HPRD"
+"17"	"(pS|pT)P"	"DOC_WW_Pin1_4"	"WW domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11607836,11248545,15139812,10037602"	"domain binding|ELM"	"HPRD"
+"1"	"pYM.M"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8227078"	"kinase substrate"	"HPRD"
+"2"	"EDAIpY"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8125961"	"kinase substrate"	"HPRD"
+"3"	".VIpYAAPF"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"4"	"EAIpYAAPF"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11860343,7845468"	"kinase substrate"	"HPRD"
+"5"	"EEIpYEEpY"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11860343"	"kinase substrate"	"HPRD"
+"6"	"E.IpY..P."	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11860343"	"kinase substrate"	"HPRD"
+"7"	"EEIpYYYVH"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11860343"	"kinase substrate"	"HPRD"
+"8"	"ERIpYARTK"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11860343"	"kinase substrate"	"HPRD"
+"9"	"AEV(I|V|L|F)pYAA(P|F)F"	"Abl"	"Abl kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468"	"kinase substrate"	"HPRD"
+"10"	"pY...YY"	"ALK|PLCG1 SH2"	"ALK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15938644"	"kinase substrate"	"HPRD"
+"11"	"pY(D|E).(I|L|V|M)"	"ALK"	"ALK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"12"	"(D|E)..pY"	"ALK"	"ALK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"13"	"pY....(F|Y)"	"ALK"	"ALK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"14"	"EE(D|E)IpYFFFF"	"Csk"	"CSK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9425036"	"kinase substrate"	"HPRD"
+"15"	"...IpY(M|I|F)FFF"	"Csk"	"CSK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275"	"kinase substrate"	"HPRD"
+"16"	"EEEEpYFELV"	"EGFR"	"EGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"17"	"(E|D|R|A)(D|E)(D|E)(E|D|I)pY(F|V|I|E)(E|F|D)(L|I|F|V)V"	"EGFR"	"EGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468,8578591"	"kinase substrate"	"HPRD"
+"18"	".(D|E)pY."	"EGFR"	"EGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"19"	"pYIPP"	"EGFR"	"EGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=12522132"	"kinase substrate"	"HPRD"
+"20"	".(D|E)pY(I|L|V)"	"EGFR"	"EGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"21"	"EEEIpYEEIE"	"Fes"	"Fes kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"22"	"(E|A|D)(E|A)(E|A)(I|E|V)pY(D|E)(D|E)(I|V|E)(E|I|V)"	"Fes"	"Fes kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468"	"kinase substrate"	"HPRD"
+"23"	"EEEpYFFLF"	"FGFR (HPRD)"	"FGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"24"	"A(E|A)EEpY(F|V)F(L|F|M|I|V)F"	"FGFR (HPRD)"	"FGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468,8578591"	"kinase substrate"	"HPRD"
+"25"	"ME(E|N)(I|V)pY(G|E)IFF"	"Fgr"	"Fgr kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275"	"kinase substrate"	"HPRD"
+"26"	"KSPGEpYVNIEFG"	"IGF1R|INSR"	"IGF1 receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8530377"	"kinase substrate"	"HPRD"
+"27"	"pYM.M"	"INSR"	"Insulin receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8227078,1312712"	"kinase substrate"	"HPRD"
+"28"	"EE(E|N|D)pY(M|F)(M|F)(M|F|I|E)(M|F)"	"INSR"	"Insulin receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468,8578591"	"kinase substrate"	"HPRD"
+"29"	".EEEpYMMMM"	"INSR"	"Insulin receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"30"	"KKSRGDpYMTMQIG"	"INSR"	"Insulin receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8530377,1312712"	"kinase substrate"	"HPRD"
+"31"	"KKKLPATGDpYMNMSPVGD"	"INSR"	"Insulin receptor kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8530377,1312712"	"kinase substrate"	"HPRD"
+"32"	"pY..(L|I|V)"	"JAK2"	"JAK2 kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=15143187"	"kinase substrate"	"HPRD"
+"33"	"pTPpY"	"MAP2K7|MAP2K6"	"JNK kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=11390361"	"kinase substrate"	"HPRD"
+"34"	".E.IpYGVLF"	"Lck"	"Lck kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"35"	"E.(I|V|L|F)pY(G|A)V(L|V|F|I)(F|L|V|I)"	"Lck"	"Lck kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468"	"kinase substrate"	"HPRD"
+"36"	"DEEIpY(E|G)EL."	"Lyn"	"Lyn kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275"	"kinase substrate"	"HPRD"
+"37"	"(D|E).......(D|E)..pY..L.......Y..(L|I)"	"Lyn"	"Lyn kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7526393,10452987"	"kinase substrate"	"HPRD"
+"38"	"EEEEpYVFI."	"PDGFR_group"	"PDGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"39"	"(L|N)(R|I)TpY"	"PDGFR_group"	"PDGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8843147"	"kinase substrate"	"HPRD"
+"40"	"(D|E)(D|E)(D|E)(D|E)pY(V|E|I)F(I|V|F)"	"PDGFR_group"	"PDGFR kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468,8578591"	"kinase substrate"	"HPRD"
+"41"	"(D|E).......(D|E)..pY..L.......Y..(L|I)"	"SRC_group"	"Src family kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7526393,10452987"	"kinase substrate"	"HPRD"
+"42"	"(I|V|L|S).pY..(L|I)"	"SRC_group"	"Src family kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=9469421"	"kinase substrate"	"HPRD"
+"43"	"pYM.M"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8227078"	"kinase substrate"	"HPRD"
+"44"	"YIpYGSFK"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7558590"	"kinase substrate"	"HPRD"
+"45"	"EEEIpY(G|E)EFD"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"kinase substrate"	"HPRD"
+"46"	"D(D|E)(E|D|G)(I|V|L)pY(G|E)E(F|I)F"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468"	"kinase substrate"	"HPRD"
+"47"	"(D|E).......(D|E)..pY..L.......Y..(L|I)"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7612891,15173175"	"kinase substrate"	"HPRD"
+"48"	"(D|E)(D|E)(E|D|G)(I|V|L)pY(G|E|D)E(F|I|L|V)(D|E)"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=7845468"	"kinase substrate"	"HPRD"
+"49"	"pY(A|G|S|T|D|E)"	"SRC"	"Src kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=16273072"	"kinase substrate"	"HPRD"
+"50"	"(E|D|pT|pY).pYEE"	"SYK"	"Syk kinase"	"https://pubmed.ncbi.nlm.nih.gov/?term=8982275"	"kinase substrate"	"HPRD"
+"51"	"(D|E)pYpY(R|K)"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11694501,11163213"	"phosphatase substrate"	"HPRD"
+"52"	"EFpY(G|A)TY(G|A)"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"53"	"E(Y|F|D)pYM"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12237455"	"phosphatase substrate"	"HPRD"
+"54"	"(E|P)(M|L|I|V|F)pY(G|A).(M|L|I|V|F|Y)A"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"55"	"RD.Y.TDYpYR"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12237455"	"phosphatase substrate"	"HPRD"
+"56"	"E(F|D|Y)pY"	"PTP1B (HPRD)"	"PTP1B phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9527843,9843364,12237455"	"phosphatase substrate"	"HPRD"
+"57"	"DpYpYR"	"PTPN6 SH2|PTPN11 SH2"	"PTP1B, TC-PTP phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11163213"	"phosphatase substrate"	"HPRD"
+"58"	"(D|E)FpY(G|A)(F|Y)(A|G)"	"PTPRH SH2 (HPRD)"	"PTPRH phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"59"	"F(M|L|V|I)pY"	"PTPRJ SH2 (HPRD)"	"PTPRJ phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"60"	"(D|E).(L|I|V).pY..(L|I|V)"	"PTPN6 SH2"	"SHP1 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10660565"	"phosphatase substrate"	"HPRD"
+"61"	"(D|E).(L|I|V)..pY..(L|I|V)"	"PTPN6 SH2"	"SHP1 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10660565"	"phosphatase substrate"	"HPRD"
+"62"	"(D|E)(D|E)(D|E|L).pY..(F|M|L|V|I)(D|E)"	"PTPN6 SH2"	"SHP1 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14699166"	"phosphatase substrate"	"HPRD"
+"63"	"(D|E).pY"	"PTPN6 SH2"	"SHP1 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11994017"	"phosphatase substrate"	"HPRD"
+"64"	"(E|P)(F|I|L)pYA.(F|I|L|V)"	"PTPN6 SH2"	"SHP1 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"65"	"pYIDL"	"PTPN11 SH2"	"SHP2 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7504175,9756938"	"phosphatase substrate"	"HPRD"
+"66"	"pYASI"	"PTPN11 SH2"	"SHP2 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16020478,9756938"	"phosphatase substrate"	"HPRD"
+"67"	"EFpYA.(V|I)G(R|K|H)S"	"PTPN11 SH2"	"SHP2 phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14578355"	"phosphatase substrate"	"HPRD"
+"68"	"(D|E)(D|E)...pYVA"	"TC-PTP SH2 (HPRD)"	"TC-PTP phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7678807"	"phosphatase substrate"	"HPRD"
+"69"	"(E|D|Y)pY"	"TC-PTP SH2 (HPRD)"	"TC-PTP phosphatase substrate motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11352902,12237455"	"phosphatase substrate"	"HPRD"
+"1"	"pY(E|M|V)(N|V|I)"	"SH3BP2 SH2"	"3BP2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"2"	"pYENP"	"ABL1 SH2"	"Abl SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,7680959"	"domain binding"	"HPRD"
+"3"	"pY..P"	"CRK SH2"	"Crk SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11994738,11607838,7511210"	"domain binding"	"HPRD"
+"4"	"pYDHP"	"CRK SH2"	"Crk SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11994738,7680959"	"domain binding"	"HPRD"
+"5"	"pY(T|A|S)(K|R|Q|N)(M|I|V|R)"	"Csk SH2"	"Csk SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11994738"	"domain binding"	"HPRD"
+"6"	"pY(Y|I|V)N(F|L|I|V)"	"GRB2 SH2"	"Grb2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"7"	"pYE.(V|I)"	"FES SH2"	"Fes SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11994738,7511210"	"domain binding"	"HPRD"
+"8"	"pYEE(I|V)"	"FGR SH2"	"Fgr SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7680959"	"domain binding"	"HPRD"
+"9"	"pYEDP"	"Fyn SH2"	"Fyn SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8622893"	"domain binding"	"HPRD"
+"10"	"pY(M|I|L|V).(M|I|L|V)"	"FES SH2|SH3BP2 SH2|Csk SH2|GRB2 SH2|SYK SH2"	"GRB2, 3BP2, Csk, Fes, Syk C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,7680959"	"domain binding"	"HPRD"
+"11"	"pY(Q|Y|V)N(Y|Q|F)"	"GRB2 SH2"	"Grb2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"12"	"pY.N"	"GRB2 SH2"	"Grb2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,11994738"	"domain binding"	"HPRD"
+"13"	"(F|Y)pY(E|T|Y|S)N(I|L|V|P|T|Y|S)"	"GRB7 SH2|GRB10 SH2"	"GRB7, GRB10 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14679191"	"domain binding"	"HPRD"
+"14"	"pYF.(F|P|L|Y)"	"PTPN6 SH2"	"HCP  SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"15"	"pY(A|E|V)(Y|F|E|S|N|V)(P|F|I|H)"	"ITK SH2"	"Itk SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10636929"	"domain binding"	"HPRD"
+"16"	"pYDYV"	"Lck SH2|Src SH2"	"Lck and Src SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16245368"	"domain binding"	"HPRD"
+"17"	"pYDEP"	"NCK SH2"	"Nck SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,7680959"	"domain binding"	"HPRD"
+"18"	"pYM.M"	"PIK3R1 SH2"	"PI3 Kinase p85 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,11994738"	"domain binding"	"HPRD"
+"19"	"pY..M"	"PIK3R1 SH2"	"PI3 Kinase p85 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=1380456"	"domain binding"	"HPRD"
+"20"	"pYMPMS"	"PIK3R1 SH2"	"PI3 Kinase p85 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16020478"	"domain binding"	"HPRD"
+"21"	"pY(L|I|V)E(L|I|V)"	"PLCG1 SH2|PTPN11 SH2"	"PLCgamma C and N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210,7680959"	"domain binding"	"HPRD"
+"22"	"pY..P"	"RASA_group SH2"	"RasGAP C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9233798"	"domain binding"	"HPRD"
+"23"	"pYILV.(M|L|I|V|P)"	"RASA_group SH2"	"RasGAP N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9233798"	"domain binding"	"HPRD"
+"24"	"TIpY..(V|I)"	"SH2D1A SH2|SH2D1B SH2"	"SAP and EAT2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10549287"	"domain binding"	"HPRD"
+"25"	"pY(L|V)N(V|P)"	"GRB2 SH2|STAT3 SH2"	"Sem5 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7680959"	"domain binding"	"HPRD"
+"26"	"pY(T|V|I).L"	"SHB SH2"	"Shb SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7537362"	"domain binding"	"HPRD"
+"27"	"pY(I|E|Y|L).(I|L|M)"	"SHC_group SH2|SHC1 SH2|SHC2 SH2"	"SHC SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"28"	"(I|V|L|S).pY..(L|I)"	"PTPN11 SH2|PTPN6 SH2"	"SHIP2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10789675"	"domain binding"	"HPRD"
+"29"	"(V|I|L).pYA.(L|V)"	"PTPN6 SH2"	"SHP1 C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11052678"	"domain binding"	"HPRD"
+"30"	"..pYYM(K|R)"	"PTPN6 SH2"	"SHP1 C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11052678"	"domain binding"	"HPRD"
+"31"	"L(Y|H)pY(M|F).(F|M)"	"PTPN6 SH2"	"SHP1 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11052678"	"domain binding"	"HPRD"
+"32"	"L.pYA.L"	"PTPN6 SH2"	"SHP1 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11052678"	"domain binding"	"HPRD"
+"33"	"(I|V).pY..(L|V)"	"PTPN6 SH2"	"SHP1 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9148918"	"domain binding"	"HPRD"
+"34"	"(V|I|L).pY(M|L|F).P"	"PTPN6 SH2|PTPN11 SH2"	"SHP1, SHP2 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16274240"	"domain binding"	"HPRD"
+"35"	"(T|V|I|Y).pY(A|S|T|V).(I|V|L)"	"PTPN11 SH2"	"SHP2 CSH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16274240"	"domain binding"	"HPRD"
+"36"	"(I|L|V)(I|L|V)(I|L|V|F|T|Y)pY(T|I|L|V)(I|L)(I|L|V|P)"	"PTPN11 SH2"	"SHP2 C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14679191"	"domain binding"	"HPRD"
+"37"	"(H|F).V.(T|S|A)pY"	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16142918"	"domain binding"	"HPRD"
+"38"	"(I|V|L).pY(F|M).P"	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16274240"	"domain binding"	"HPRD"
+"39"	"pY(I|V).(I|V)"	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7680959"	"domain binding"	"HPRD"
+"40"	"(I|L|V|M).pY(T|V|A).(I|V|L|F)"	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16274240"	"domain binding"	"HPRD"
+"41"	"(I|V).pY(L|M|T)Y(A|P|T)SG"	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=16274240"	"domain binding"	"HPRD"
+"42"	"W(M|T|V)pY(Y|R)(I|L)."	"PTPN11 SH2"	"SHP2 N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11052678"	"domain binding"	"HPRD"
+"43"	"pYIPP"	"PLCG1 SH2|PTPN11 SH2"	"SHP2, PLCgamma SH2 domain binding motifs"	"https://pubmed.ncbi.nlm.nih.gov/?term=9516477"	"domain binding"	"HPRD"
+"44"	"pYM.M"	"PIK3R1 SH2|Src SH2"	"Src and Abl SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8227078"	"domain binding"	"HPRD"
+"45"	"pY(R|K|H|Q|E|D)(R|K|H|Q|E|D)(I|P)"	"Src SH2|Fyn SH2|Lck SH2|FGR SH2|ABL1 SH2|CRK SH2|NCK SH2"	"Src, Fyn, Lck, Fgr, Abl, Crk, Nck SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7680959"	"domain binding"	"HPRD"
+"46"	"PP.pY"	"Src SH2|Fyn SH2|Lck SH2|Csk SH2|NCK SH2|SHC1 SH2"	"Src, Fyn,Csk, Nck and SHC SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=11724572"	"domain binding"	"HPRD"
+"47"	"pYEEI"	"Src SH2|Fyn SH2|Lck SH2"	"Src,Lck and Fyn SH2 domains binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591,7680959"	"domain binding"	"HPRD"
+"48"	"pY(D|E)(P|R)(R|P|Q)"	"STAT1 SH2"	"STAT1 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12591923"	"domain binding"	"HPRD"
+"49"	"pY..Q"	"STAT3 SH2"	"STAT3 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14966128"	"domain binding"	"HPRD"
+"50"	"pY(M|L|V|I|F)(P|R|K|H)Q"	"STAT3 SH2"	"STAT3 SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=12591923"	"domain binding"	"HPRD"
+"51"	"pY(Q|T|E)(E|Q)(L|I)"	"SYK SH2"	"Syk C-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"52"	"pYTT(I|L|M)"	"SYK SH2"	"Syk N-terminal SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"domain binding"	"HPRD"
+"53"	"(D|E).......(D|E)..pY..L.......Y..(L|I)"	"SYK SH2|SHC_group SH2|Lyn SH2|ZAP70"	"Syk, ZAP-70, Shc, Lyn SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=10452987"	"domain binding"	"HPRD"
+"54"	"pYEN(F|I|V)"	"FES SH2|SH3BP2 SH2"	"Tensin SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8578591"	"domain binding"	"HPRD"
+"55"	"pY(M|L|E)EP"	"VAV1 SH2|VAV2 SH2|VAV_group SH2"	"Vav SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7511210"	"domain binding"	"HPRD"
+"56"	"pYESP"	"VAV1 SH2|VAV2 SH2|VAV_group SH2"	"Vav SH2 domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9151714"	"domain binding"	"HPRD"
+"57"	"D(N|D).pY"	"CBL PTB"	"Cbl PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9407100,10078535"	"domain binding"	"HPRD"
+"58"	"N.LpY"	"DOK_group PTB"	"Dok1 PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=14607833,12665569"	"domain binding"	"HPRD"
+"59"	"N..pY"	"FRS2 PTB"	"FRIP PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9697832"	"domain binding"	"HPRD"
+"60"	"NP.pY"	"SHC1 PTB"	"Shc PTB  domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=7542744,7541030"	"domain binding"	"HPRD"
+"61"	"DD.pY"	"SHB SH2"	"Shb PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=9484780"	"domain binding"	"HPRD"
+"62"	"NP.pYF.R"	"ShcA PTB"	"ShcA PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8662772"	"domain binding"	"HPRD"
+"63"	"HN(M|L|V|I)(M|L|V|I|N)NP(S|T)pY"	"ShcC PTB"	"ShcC PTB domain binding motif"	"https://pubmed.ncbi.nlm.nih.gov/?term=8662772"	"domain binding"	"HPRD"
+"1"	"R.(pS|pT)"	"PKA_group"	"PKA"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"2"	"R(R|K).(pS|pT)"	"PKA_group"	"PKA"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"3"	"KR..(pS|pT)"	"PKA_group"	"PKA"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"4"	"S..(pS|pT)"	"CK1_group"	"CK1"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"5"	"(S|T)...pS"	"CK1_group"	"CK1"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"6"	"(pS|pT)..E"	"CK2_group"	"CK2"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"7"	"pS...S"	"GSK3"	"GSK3"	"https://pubmed.ncbi.nlm.nih.gov/2156841"	"kinase substrate"	"Phosida"
+"8"	"(pS|pT)P.(K|R)"	"CDK2"	"CDK2"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"9"	"R..(pS|pT)"	"CaM-KII_group"	"CAMK2"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"10"	"R..(pS|pT)V"	"CaM-KII_group"	"CAMK2"	"https://pubmed.ncbi.nlm.nih.gov/1956339"	"kinase substrate"	"Phosida"
+"11"	"P.(pS|pT)P"	"MAP2K_group"	"ERK/MAPK"	"https://pubmed.ncbi.nlm.nih.gov/8325833"	"kinase substrate"	"Phosida"
+"12"	"V.(pS|pT)P"	"MAP2K_group"	"ERK/MAPK"	"https://pubmed.ncbi.nlm.nih.gov/8325833"	"kinase substrate"	"Phosida"
+"13"	"PE(pS|pT)P"	"MAP2K_group"	"ERK/MAPK"	"https://pubmed.ncbi.nlm.nih.gov/8325833"	"kinase substrate"	"Phosida"
+"14"	"R(R|S|T).(pS|pT).(S|T)"	"PKB_group"	"PKB/AKT"	"https://pubmed.ncbi.nlm.nih.gov/15789031"	"kinase substrate"	"Phosida"
+"15"	"R.R..(pS|pT)"	"PKB_group"	"PKB/AKT"	"https://pubmed.ncbi.nlm.nih.gov/15789031"	"kinase substrate"	"Phosida"
+"16"	"R..(pS|pT).R"	"PKC_group"	"PKC"	"https://pubmed.ncbi.nlm.nih.gov/15782149"	"kinase substrate"	"Phosida"
+"17"	"(L|V|I).(R|K)..(pS|pT)"	"PKD"	"PKD"	"https://pubmed.ncbi.nlm.nih.gov/15782149"	"kinase substrate"	"Phosida"
+"18"	"(I|E|V)pY(E|G)(E|D|P|N)(I|V|L)"	"Lck"	"LCK"	"https://pubmed.ncbi.nlm.nih.gov/7845468"	"kinase substrate"	"Phosida"
+"19"	"(I|V|L)pY..(P|F)"	"ABL1"	"ABL"	"https://pubmed.ncbi.nlm.nih.gov/7845468"	"kinase substrate"	"Phosida"
+"20"	"(E|D)..pY..(D|E|A|G|S|T)"	"SRC_group"	"SRC"	"https://pubmed.ncbi.nlm.nih.gov/16273072"	"kinase substrate"	"Phosida"
+"21"	"pY..(I|L|V|M)"	"ALK"	"ALK"	"https://pubmed.ncbi.nlm.nih.gov/16273072"	"kinase substrate"	"Phosida"
+"22"	"(D|P|S|A|E|N).pY(V|L|D|E|I|N|P)"	"EGFR"	"EGFR"	"https://pubmed.ncbi.nlm.nih.gov/16381900"	"kinase substrate"	"Phosida"
+"23"	"(pS|pT)P.(K|R)"	"CDK1"	"CDK1"	"https://pubmed.ncbi.nlm.nih.gov/12501191"	"kinase substrate"	"Phosida"
+"24"	"(pS|pT)P(K|R)"	"CDK1"	"CDK1"	"https://pubmed.ncbi.nlm.nih.gov/12501191"	"kinase substrate"	"Phosida"
+"25"	"(R|K).(pS|pT)(I|L|V)"	"Aurora A"	"AURORA"	"https://pubmed.ncbi.nlm.nih.gov/12408861"	"kinase substrate"	"Phosida"
+"26"	"(R|K|N)R.(pS|pT)(M|L|V|I)"	"Aurora A"	"AURORA-A"	"https://pubmed.ncbi.nlm.nih.gov/16083426"	"kinase substrate"	"Phosida"
+"27"	"(D|E).(pS|pT)(V|I|L|M).(D|E)"	"PLK"	"PLK"	"https://pubmed.ncbi.nlm.nih.gov/12738781"	"kinase substrate"	"Phosida"
+"28"	"(E|D).(pS|pT)(F|L|I|Y|W|V|M)"	"PLK"	"PLK1"	"https://pubmed.ncbi.nlm.nih.gov/12738781"	"kinase substrate"	"Phosida"
+"29"	"L..(pS|pT)"	"NEK6"	"NEK6"	"https://pubmed.ncbi.nlm.nih.gov/12023960"	"kinase substrate"	"Phosida"
+"30"	"L.R..(pS|pT)"	"CHK1"	"CHK1/2"	"https://pubmed.ncbi.nlm.nih.gov/17464182"	"kinase substrate"	"Phosida"
+"31"	"(M|I|L|V).(R|K)..(pS|pT)"	"CHK1"	"CHK1"	"https://pubmed.ncbi.nlm.nih.gov/10648819"	"kinase substrate"	"Phosida"
+"32"	"F..F(pS|pT)(F|Y)"	"PDK1"	"PDK1"	"https://pubmed.ncbi.nlm.nih.gov/11516946"	"kinase substrate"	"Phosida"
+"33"	"(F|L|M)(R|K)(R|K)(pS|pT)"	"NIMA"	"NIMA"	"https://pubmed.ncbi.nlm.nih.gov/8887677"	"kinase substrate"	"Phosida"
--- a/workflow/ppenrich_suite_wf.ga	Wed Apr 13 19:48:01 2022 +0000
+++ b/workflow/ppenrich_suite_wf.ga	Thu Jun 30 16:15:57 2022 +0000
@@ -390,7 +390,7 @@
         },
         "11": {
             "annotation": "Transform the output of MaxQuant for phosphoproteome-enriched samples to prepare it for statistical anlaysis.",
-            "content_id": "testtoolshed.g2.bx.psu.edu/repos/eschen42/mqppep_preproc/mqppep_preproc/0.1.9+galaxy0",
+            "content_id": "mqppep_preproc",
             "errors": null,
             "id": 11,
             "input_connections": {
@@ -792,7 +792,7 @@
         },
         "13": {
             "annotation": "Perform ANOVA. For imputing missing values, create random values.",
-            "content_id": "testtoolshed.g2.bx.psu.edu/repos/eschen42/mqppep_anova/mqppep_anova/0.1.9+galaxy0",
+            "content_id": "mqppep_anova",
             "errors": null,
             "id": 13,
             "input_connections": {