{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Library reader with fragments"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%reload_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"SWATH/Spectronaut TSV library reader (`SWATHLibraryReader`)."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" sequence | \n",
" charge | \n",
" rt | \n",
" mobility | \n",
" mods | \n",
" mod_sites | \n",
" nAA | \n",
" frag_start_idx | \n",
" frag_stop_idx | \n",
" rt_norm | \n",
" precursor_mz | \n",
" ccs | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" AVVVSPK | \n",
" 2 | \n",
" -22.849740 | \n",
" 0.9 | \n",
" Phospho@S | \n",
" 5 | \n",
" 7 | \n",
" 0 | \n",
" 6 | \n",
" 0.075327 | \n",
" 390.206780 | \n",
" 366.858877 | \n",
"
\n",
" \n",
" | 1 | \n",
" DPLAVDK | \n",
" 2 | \n",
" -15.087100 | \n",
" 0.9 | \n",
" | \n",
" | \n",
" 7 | \n",
" 6 | \n",
" 12 | \n",
" 0.199375 | \n",
" 379.208161 | \n",
" 367.043100 | \n",
"
\n",
" \n",
" | 2 | \n",
" MGSLDSK | \n",
" 2 | \n",
" -27.563500 | \n",
" 0.9 | \n",
" Phospho@S | \n",
" 3 | \n",
" 7 | \n",
" 12 | \n",
" 18 | \n",
" 0.000000 | \n",
" 409.161712 | \n",
" 366.564438 | \n",
"
\n",
" \n",
" | 3 | \n",
" SVSFSLK | \n",
" 1 | \n",
" 35.014110 | \n",
" 0.9 | \n",
" Phospho@S | \n",
" 3 | \n",
" 7 | \n",
" 18 | \n",
" 24 | \n",
" 1.000000 | \n",
" 847.396112 | \n",
" 183.178171 | \n",
"
\n",
" \n",
" | 4 | \n",
" VSVSPGR | \n",
" 2 | \n",
" -23.930850 | \n",
" 0.9 | \n",
" Phospho@S;Phospho@S | \n",
" 2;4 | \n",
" 7 | \n",
" 24 | \n",
" 30 | \n",
" 0.058050 | \n",
" 431.167001 | \n",
" 366.254833 | \n",
"
\n",
" \n",
" | 5 | \n",
" YSLSPSK | \n",
" 2 | \n",
" -6.428198 | \n",
" 0.9 | \n",
" Phospho@S | \n",
" 4 | \n",
" 7 | \n",
" 30 | \n",
" 36 | \n",
" 0.337745 | \n",
" 431.191327 | \n",
" 366.254509 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" sequence charge rt mobility mods mod_sites nAA \\\n",
"0 AVVVSPK 2 -22.849740 0.9 Phospho@S 5 7 \n",
"1 DPLAVDK 2 -15.087100 0.9 7 \n",
"2 MGSLDSK 2 -27.563500 0.9 Phospho@S 3 7 \n",
"3 SVSFSLK 1 35.014110 0.9 Phospho@S 3 7 \n",
"4 VSVSPGR 2 -23.930850 0.9 Phospho@S;Phospho@S 2;4 7 \n",
"5 YSLSPSK 2 -6.428198 0.9 Phospho@S 4 7 \n",
"\n",
" frag_start_idx frag_stop_idx rt_norm precursor_mz ccs \n",
"0 0 6 0.075327 390.206780 366.858877 \n",
"1 6 12 0.199375 379.208161 367.043100 \n",
"2 12 18 0.000000 409.161712 366.564438 \n",
"3 18 24 1.000000 847.396112 183.178171 \n",
"4 24 30 0.058050 431.167001 366.254833 \n",
"5 30 36 0.337745 431.191327 366.254509 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from alphabase.spectral_library.reader import SWATHLibraryReader\n",
"from io import StringIO\n",
"tsv_str = \"\"\"PrecursorCharge\tModifiedPeptide\tStrippedPeptide\tiRT\tLabeledPeptide\tPrecursorMz\tFragmentLossType\tFragmentNumber\tFragmentType\tFragmentCharge\tFragmentMz\tRelativeIntensity\tIonMobility\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t3\tb\t1\t326.1710473\t14.37029\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t3\ty\t1\t361.2081611\t37.7585\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t4\tb\t1\t397.2081611\t9.488808\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t4\ty\t1\t432.2452749\t100\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t5\tb\t1\t496.276575\t5.498003\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t5\ty\t1\t545.3293389\t74.56643\t0.9\n",
"2\t_DPLAVDK_\tDPLAVDK\t-15.0871\t_DPLAVDK_\t379.2081611\tnoloss\t6\ty\t2\t321.6946896\t51.50719\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tnoloss\t3\ty\t1\t411.1639269\t6.911595\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tH3PO4\t3\ty\t1\t313.1870287\t17.38582\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tnoloss\t4\ty\t1\t510.2323409\t10.65426\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tH3PO4\t4\ty\t1\t412.2554427\t37.41231\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tnoloss\t5\ty\t1\t609.3007548\t45.03617\t0.9\n",
"2\t_AVVVS[Phospho (STY)]PK_\tAVVVSPK\t-22.84974\t_AVVVS[Phospho (STY)]PK_\t390.2067795\tH3PO4\t5\ty\t1\t511.3238566\t100\t0.9\n",
"2\t_MGS[Phospho (STY)]LDSK_\tMGSLDSK\t-27.5635\t_MGS[Phospho (STY)]LDSK_\t409.1617118\tnoloss\t3\ty\t1\t349.1717756\t9.20575\t0.9\n",
"2\t_MGS[Phospho (STY)]LDSK_\tMGSLDSK\t-27.5635\t_MGS[Phospho (STY)]LDSK_\t409.1617118\tnoloss\t6\ty\t1\t686.2756622\t10.37339\t0.9\n",
"2\t_MGS[Phospho (STY)]LDSK_\tMGSLDSK\t-27.5635\t_MGS[Phospho (STY)]LDSK_\t409.1617118\tH3PO4\t6\ty\t1\t588.298764\t100\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tnoloss\t3\ty\t1\t347.2288965\t88.27327\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tH3PO4\t3\tb\t1\t256.1291795\t64.97146\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tnoloss\t4\ty\t1\t494.2973105\t100\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tH3PO4\t4\tb\t1\t403.1975934\t35.17805\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tnoloss\t5\ty\t1\t661.2956694\t19.89741\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tH3PO4\t5\tb\t1\t490.2296218\t40.04738\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tH3PO4\t5\ty\t1\t563.3187712\t77.43164\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tnoloss\t6\tb\t1\t701.290584\t24.43497\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\tH3PO4\t6\tb\t1\t603.3136858\t63.09999\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\t1(+H2+O)1(+H3+O4+P)\t3\tb\t1\t238.1186147\t62.60851\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\t1(+H2+O)1(+H3+O4+P)\t5\tb\t1\t472.219057\t22.99903\t0.9\n",
"1\t_SVS[Phospho (STY)]FSLK_\tSVSFSLK\t35.01411\t_SVS[Phospho (STY)]FSLK_\t847.3961117\t1(+H2+O)1(+H3+O4+P)\t6\tb\t1\t585.303121\t66.30389\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tnoloss\t3\ty\t1\t329.1931797\t100\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tH3PO4\t3\tb\t1\t268.165565\t5.755442\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tnoloss\t4\tb\t2\t267.0740493\t8.743931\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tnoloss\t4\ty\t1\t496.1915387\t27.69686\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tH3PO4\t4\tb\t1\t435.1639239\t6.162673\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\t2(+H3+O4+P)\t4\tb\t1\t337.1870258\t10.84257\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tH3PO4\t4\ty\t1\t398.2146405\t26.28527\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tH3PO4\t5\ty\t1\t497.2830544\t28.41294\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tnoloss\t6\ty\t1\t762.2583115\t8.490795\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\tH3PO4\t6\ty\t1\t664.2814133\t32.87384\t0.9\n",
"2\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\tVSVSPGR\t-23.93085\t_VS[Phospho (STY)]VS[Phospho (STY)]PGR_\t431.1670009\t2(+H3+O4+P)\t6\ty\t1\t566.3045151\t35.87218\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tnoloss\t3\ty\t1\t331.1975964\t49.20179\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tnoloss\t4\ty\t1\t498.1959553\t10.89141\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tH3PO4\t4\ty\t1\t400.2190571\t27.99594\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tnoloss\t5\ty\t1\t611.2800193\t14.11057\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tH3PO4\t5\ty\t1\t513.3031211\t70.5295\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tnoloss\t6\ty\t1\t698.3120477\t60.23455\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\tH3PO4\t6\ty\t1\t600.3351495\t100\t0.9\n",
"2\t_YSLS[Phospho (STY)]PSK_\tYSLSPSK\t-6.428198\t_YSLS[Phospho (STY)]PSK_\t431.1913264\t1(+H2+O)1(+H3+O4+P)\t6\ty\t1\t582.3245847\t5.233977\t0.9\n",
"\"\"\"\n",
"\n",
"reader = SWATHLibraryReader()\n",
"psm_df = reader.import_file(StringIO(tsv_str))\n",
"for col in ['sequence','charge','rt','rt_norm','mods','mod_sites','nAA','frag_start_idx','frag_stop_idx']:\n",
" assert col in psm_df.columns\n",
"reader.psm_df"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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" | \n",
" b_z1 | \n",
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" y_z1 | \n",
" y_z2 | \n",
" b_modloss_z1 | \n",
" b_modloss_z2 | \n",
" y_modloss_z1 | \n",
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"text/plain": [
" b_z1 b_z2 y_z1 y_z2 b_modloss_z1 b_modloss_z2 \\\n",
"0 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"1 0.000000 0.000000 0.450362 0.000000 0.000000 0.0 \n",
"2 0.000000 0.000000 0.106543 0.000000 0.000000 0.0 \n",
"3 0.000000 0.000000 0.069116 0.000000 0.000000 0.0 \n",
"4 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"5 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"6 0.000000 0.000000 0.000000 0.515072 0.000000 0.0 \n",
"7 0.000000 0.000000 0.745664 0.000000 0.000000 0.0 \n",
"8 0.143703 0.000000 1.000000 0.000000 0.000000 0.0 \n",
"9 0.094888 0.000000 0.377585 0.000000 0.000000 0.0 \n",
"10 0.054980 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"11 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"12 0.000000 0.000000 0.103734 0.000000 0.000000 0.0 \n",
"13 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"14 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"15 0.000000 0.000000 0.092058 0.000000 0.000000 0.0 \n",
"16 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"17 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"18 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"19 0.000000 0.000000 0.198974 0.000000 0.000000 0.0 \n",
"20 0.000000 0.000000 1.000000 0.000000 0.649715 0.0 \n",
"21 0.000000 0.000000 0.882733 0.000000 0.351781 0.0 \n",
"22 0.000000 0.000000 0.000000 0.000000 0.400474 0.0 \n",
"23 0.244350 0.000000 0.000000 0.000000 0.631000 0.0 \n",
"24 0.000000 0.000000 0.084908 0.000000 0.000000 0.0 \n",
"25 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"26 0.000000 0.000000 0.276969 0.000000 0.057554 0.0 \n",
"27 0.000000 0.087439 1.000000 0.000000 0.061627 0.0 \n",
"28 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"29 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"30 0.000000 0.000000 0.602346 0.000000 0.000000 0.0 \n",
"31 0.000000 0.000000 0.141106 0.000000 0.000000 0.0 \n",
"32 0.000000 0.000000 0.108914 0.000000 0.000000 0.0 \n",
"33 0.000000 0.000000 0.492018 0.000000 0.000000 0.0 \n",
"34 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"35 0.000000 0.000000 0.000000 0.000000 0.000000 0.0 \n",
"\n",
" y_modloss_z1 y_modloss_z2 \n",
"0 0.000000 0.0 \n",
"1 1.000000 0.0 \n",
"2 0.374123 0.0 \n",
"3 0.173858 0.0 \n",
"4 0.000000 0.0 \n",
"5 0.000000 0.0 \n",
"6 0.000000 0.0 \n",
"7 0.000000 0.0 \n",
"8 0.000000 0.0 \n",
"9 0.000000 0.0 \n",
"10 0.000000 0.0 \n",
"11 0.000000 0.0 \n",
"12 1.000000 0.0 \n",
"13 0.000000 0.0 \n",
"14 0.000000 0.0 \n",
"15 0.000000 0.0 \n",
"16 0.000000 0.0 \n",
"17 0.000000 0.0 \n",
"18 0.000000 0.0 \n",
"19 0.774316 0.0 \n",
"20 0.000000 0.0 \n",
"21 0.000000 0.0 \n",
"22 0.000000 0.0 \n",
"23 0.000000 0.0 \n",
"24 0.328738 0.0 \n",
"25 0.284129 0.0 \n",
"26 0.262853 0.0 \n",
"27 0.000000 0.0 \n",
"28 0.000000 0.0 \n",
"29 0.000000 0.0 \n",
"30 1.000000 0.0 \n",
"31 0.705295 0.0 \n",
"32 0.279959 0.0 \n",
"33 0.000000 0.0 \n",
"34 0.000000 0.0 \n",
"35 0.000000 0.0 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"reader.fragment_intensity_df"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"fragment mz values are theoritically calculated (not from the library files)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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" b_z1 b_z2 y_z1 y_z2 b_modloss_z1 \\\n",
"0 72.044390 36.525833 708.369169 354.688223 0.000000 \n",
"1 171.112804 86.060040 609.300755 305.154016 0.000000 \n",
"2 270.181218 135.594247 510.232341 255.619809 0.000000 \n",
"3 369.249632 185.128454 411.163927 206.085602 0.000000 \n",
"4 536.247991 268.627634 244.165568 122.586422 438.271096 \n",
"5 633.300755 317.154016 147.112804 74.060040 535.323860 \n",
"6 116.034219 58.520748 642.382103 321.694690 0.000000 \n",
"7 213.086983 107.047130 545.329339 273.168308 0.000000 \n",
"8 326.171047 163.589162 432.245275 216.626276 0.000000 \n",
"9 397.208161 199.107719 361.208161 181.107719 0.000000 \n",
"10 496.276575 248.641926 262.139747 131.573512 0.000000 \n",
"11 611.303518 306.155397 147.112804 74.060040 0.000000 \n",
"12 132.047762 66.527519 686.275663 343.641470 0.000000 \n",
"13 189.069225 95.038251 629.254199 315.130738 0.000000 \n",
"14 356.067585 178.537431 462.255840 231.631558 258.090689 \n",
"15 469.151649 235.079463 349.171776 175.089526 371.174753 \n",
"16 584.178592 292.592934 234.144833 117.576055 486.201696 \n",
"17 671.210620 336.108948 147.112804 74.060040 573.233724 \n",
"18 88.039305 0.000000 760.364084 0.000000 0.000000 \n",
"19 187.107719 0.000000 661.295670 0.000000 0.000000 \n",
"20 354.106078 0.000000 494.297310 0.000000 256.129183 \n",
"21 501.174492 0.000000 347.228897 0.000000 403.197596 \n",
"22 588.206520 0.000000 260.196868 0.000000 490.229625 \n",
"23 701.290584 0.000000 147.112804 0.000000 603.313689 \n",
"24 100.075690 50.541483 762.258312 381.632794 0.000000 \n",
"25 267.074050 134.040663 595.259953 298.133615 169.097154 \n",
"26 366.142464 183.574870 496.191539 248.599408 268.165568 \n",
"27 533.140823 267.074050 329.193180 165.100228 435.163927 \n",
"28 630.193587 315.600432 232.140416 116.573846 532.216691 \n",
"29 687.215050 344.111163 175.118952 88.063114 589.238155 \n",
"30 164.070605 82.538941 698.312048 349.659662 0.000000 \n",
"31 251.102633 126.054955 611.280020 306.143648 0.000000 \n",
"32 364.186697 182.596987 498.195956 249.601616 0.000000 \n",
"33 531.185057 266.096167 331.197596 166.102436 433.208161 \n",
"34 628.237821 314.622548 234.144833 117.576055 530.260925 \n",
"35 715.269849 358.138563 147.112804 74.060040 617.292953 \n",
"\n",
" b_modloss_z2 y_modloss_z1 y_modloss_z2 \n",
"0 0.000000 610.392273 305.699775 \n",
"1 0.000000 511.323860 256.165568 \n",
"2 0.000000 412.255446 206.631361 \n",
"3 0.000000 313.187032 157.097154 \n",
"4 219.639186 0.000000 0.000000 \n",
"5 268.165568 0.000000 0.000000 \n",
"6 0.000000 0.000000 0.000000 \n",
"7 0.000000 0.000000 0.000000 \n",
"8 0.000000 0.000000 0.000000 \n",
"9 0.000000 0.000000 0.000000 \n",
"10 0.000000 0.000000 0.000000 \n",
"11 0.000000 0.000000 0.000000 \n",
"12 0.000000 588.298767 294.653022 \n",
"13 0.000000 531.277303 266.142290 \n",
"14 129.548983 0.000000 0.000000 \n",
"15 186.091015 0.000000 0.000000 \n",
"16 243.604486 0.000000 0.000000 \n",
"17 287.120500 0.000000 0.000000 \n",
"18 0.000000 662.387188 0.000000 \n",
"19 0.000000 563.318774 0.000000 \n",
"20 0.000000 0.000000 0.000000 \n",
"21 0.000000 0.000000 0.000000 \n",
"22 0.000000 0.000000 0.000000 \n",
"23 0.000000 0.000000 0.000000 \n",
"24 0.000000 664.281417 332.644347 \n",
"25 85.052215 497.283057 249.145167 \n",
"26 134.586422 398.214643 199.610960 \n",
"27 218.085602 0.000000 0.000000 \n",
"28 266.611984 0.000000 0.000000 \n",
"29 295.122716 0.000000 0.000000 \n",
"30 0.000000 600.335153 300.671214 \n",
"31 0.000000 513.303124 257.155200 \n",
"32 0.000000 400.219060 200.613168 \n",
"33 217.107719 0.000000 0.000000 \n",
"34 265.634101 0.000000 0.000000 \n",
"35 309.150115 0.000000 0.000000 "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"reader.fragment_mz_df"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"More examples"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" raw_name | \n",
" sequence | \n",
" charge | \n",
" rt | \n",
" mobility | \n",
" mods | \n",
" mod_sites | \n",
" nAA | \n",
" frag_start_idx | \n",
" frag_stop_idx | \n",
" rt_norm | \n",
" precursor_mz | \n",
" ccs | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" AGSPDVLR | \n",
" 2 | \n",
" -0.797019 | \n",
" 0.780 | \n",
" Phospho@S | \n",
" 3 | \n",
" 8 | \n",
" 0 | \n",
" 7 | \n",
" 0.344252 | \n",
" 447.707675 | \n",
" 317.236399 | \n",
"
\n",
" \n",
" | 1 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" ALVATPGK | \n",
" 2 | \n",
" -5.032703 | \n",
" 0.758 | \n",
" Phospho@T | \n",
" 5 | \n",
" 8 | \n",
" 7 | \n",
" 14 | \n",
" 0.261972 | \n",
" 418.717512 | \n",
" 308.612143 | \n",
"
\n",
" \n",
" | 2 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" ELIQEYGAQSGGLEK | \n",
" 2 | \n",
" 39.084610 | \n",
" 1.081 | \n",
" Phospho@S | \n",
" 10 | \n",
" 15 | \n",
" 14 | \n",
" 28 | \n",
" 1.000000 | \n",
" 851.390200 | \n",
" 436.485165 | \n",
"
\n",
" \n",
" | 3 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" GGSPDLWK | \n",
" 2 | \n",
" 30.200720 | \n",
" 0.775 | \n",
" Phospho@S | \n",
" 3 | \n",
" 8 | \n",
" 28 | \n",
" 35 | \n",
" 0.946396 | \n",
" 470.202226 | \n",
" 314.974129 | \n",
"
\n",
" \n",
" | 4 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" NLTEDNSQNQDLIAK | \n",
" 2 | \n",
" 12.650000 | \n",
" 1.092 | \n",
" | \n",
" | \n",
" 15 | \n",
" 35 | \n",
" 49 | \n",
" 0.541092 | \n",
" 851.915755 | \n",
" 440.924535 | \n",
"
\n",
" \n",
" | 5 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" SSPLSWR | \n",
" 2 | \n",
" 32.960210 | \n",
" 0.806 | \n",
" Phospho@S | \n",
" 1 | \n",
" 7 | \n",
" 49 | \n",
" 55 | \n",
" 1.000000 | \n",
" 456.702393 | \n",
" 327.713047 | \n",
"
\n",
" \n",
" | 6 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" TLTPPLR | \n",
" 2 | \n",
" 27.716590 | \n",
" 0.818 | \n",
" Phospho@T | \n",
" 3 | \n",
" 7 | \n",
" 55 | \n",
" 61 | \n",
" 0.898140 | \n",
" 439.230786 | \n",
" 332.788837 | \n",
"
\n",
" \n",
" | 7 | \n",
" 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... | \n",
" TRLSPPR | \n",
" 2 | \n",
" -18.518720 | \n",
" 0.785 | \n",
" Phospho@S | \n",
" 4 | \n",
" 7 | \n",
" 61 | \n",
" 67 | \n",
" 0.000000 | \n",
" 453.731485 | \n",
" 319.205696 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" raw_name sequence charge \\\n",
"0 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... AGSPDVLR 2 \n",
"1 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... ALVATPGK 2 \n",
"2 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... ELIQEYGAQSGGLEK 2 \n",
"3 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... GGSPDLWK 2 \n",
"4 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... NLTEDNSQNQDLIAK 2 \n",
"5 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... SSPLSWR 2 \n",
"6 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... TLTPPLR 2 \n",
"7 202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phosph... TRLSPPR 2 \n",
"\n",
" rt mobility mods mod_sites nAA frag_start_idx \\\n",
"0 -0.797019 0.780 Phospho@S 3 8 0 \n",
"1 -5.032703 0.758 Phospho@T 5 8 7 \n",
"2 39.084610 1.081 Phospho@S 10 15 14 \n",
"3 30.200720 0.775 Phospho@S 3 8 28 \n",
"4 12.650000 1.092 15 35 \n",
"5 32.960210 0.806 Phospho@S 1 7 49 \n",
"6 27.716590 0.818 Phospho@T 3 7 55 \n",
"7 -18.518720 0.785 Phospho@S 4 7 61 \n",
"\n",
" frag_stop_idx rt_norm precursor_mz ccs \n",
"0 7 0.344252 447.707675 317.236399 \n",
"1 14 0.261972 418.717512 308.612143 \n",
"2 28 1.000000 851.390200 436.485165 \n",
"3 35 0.946396 470.202226 314.974129 \n",
"4 49 0.541092 851.915755 440.924535 \n",
"5 55 1.000000 456.702393 327.713047 \n",
"6 61 0.898140 439.230786 332.788837 \n",
"7 67 0.000000 453.731485 319.205696 "
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tsv_str = \"\"\"ReferenceRun\tPrecursorCharge\tWorkflow\tIntModifiedPeptide\tCV\tAllowForNormalization\tModifiedPeptide\tStrippedPeptide\tiRT\tIonMobility\tiRTSourceSpecific\tBGSInferenceId\tIsProteotypic\tIntLabeledPeptide\tLabeledPeptide\tPrecursorMz\tReferenceRunQvalue\tReferenceRunMS1Response\tFragmentLossType\tFragmentNumber\tFragmentType\tFragmentCharge\tFragmentMz\tRelativeIntensity\tExcludeFromAssay\tDatabase\tProteinGroups\tUniProtIds\tProtein Name\tProteinDescription\tOrganisms\tOrganismId\tGenes\tProtein Existence\tSequence Version\tFASTAName\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tnoloss\t3\ty\t1\t301.187031733932\t53.1991\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tH3PO4\t4\ty\t1\t384.224142529733\t26.31595\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tnoloss\t5\ty\t1\t553.238154507802\t54.60104\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tH3PO4\t5\ty\t1\t455.261256314443\t46.09977\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tnoloss\t6\ty\t1\t652.306568420792\t100\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_ALVAT[+80]PGK_\t\tTrue\t_ALVAT[Phospho (STY)]PGK_\tALVATPGK\t-5.032703\t0.758\t-5.032703\tP19338\tFalse\t_ALVAT[+80]PGK_\t_ALVAT[Phospho (STY)]PGK_\t418.717511324722\t0\t10352\tH3PO4\t6\ty\t1\t554.329670227433\t50.4698\tFalse\tsp\tP19338\tP19338\tNUCL_HUMAN\tNucleolin\tHomo sapiens\t\tNCL\t1\t3\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tnoloss\t3\tb\t1\t396.153027901512\t6.3264\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tnoloss\t3\ty\t1\t385.255780000092\t29.70625\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tnoloss\t4\ty\t1\t482.308543848942\t100\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tnoloss\t5\ty\t1\t663.322552838102\t15.22549\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tH3PO4\t5\ty\t1\t565.345654644743\t78.98973\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tH3PO4\t6\ty\t1\t678.429718621873\t7.326889\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tNH3\t3\ty\t1\t368.229231614472\t5.478241\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TLT[+80]PPLR_\t\tTrue\t_TLT[Phospho (STY)]PPLR_\tTLTPPLR\t27.71659\t0.818\t27.71659\tQ5T200\tFalse\t_TLT[+80]PPLR_\t_TLT[Phospho (STY)]PPLR_\t439.230785875227\t0.000138389150379226\t23117\tnoloss\t6\ty\t2\t388.706946641022\t5.111521\tFalse\tsp\tQ5T200\tQ5T200\tZC3HD_HUMAN\tZinc finger CCCH domain-containing protein 13\tHomo sapiens\t\tZC3H13\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_AGS[+80]PDVLR_\t\tTrue\t_AGS[Phospho (STY)]PDVLR_\tAGSPDVLR\t-0.7970191\t0.78\t-0.7970191\tQ8NDX6\tTrue\t_AGS[+80]PDVLR_\t_AGS[Phospho (STY)]PDVLR_\t447.707674917012\t0\t20561\tnoloss\t3\ty\t1\t387.271430064232\t52.42308\tFalse\tsp\tQ8NDX6\tQ8NDX6\tZN740_HUMAN\tZinc finger protein 740\tHomo sapiens\t\tZNF740\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_AGS[+80]PDVLR_\t\tTrue\t_AGS[Phospho (STY)]PDVLR_\tAGSPDVLR\t-0.7970191\t0.78\t-0.7970191\tQ8NDX6\tTrue\t_AGS[+80]PDVLR_\t_AGS[Phospho (STY)]PDVLR_\t447.707674917012\t0\t20561\tnoloss\t4\ty\t1\t502.298373088062\t9.560875\tFalse\tsp\tQ8NDX6\tQ8NDX6\tZN740_HUMAN\tZinc finger protein 740\tHomo sapiens\t\tZNF740\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_AGS[+80]PDVLR_\t\tTrue\t_AGS[Phospho (STY)]PDVLR_\tAGSPDVLR\t-0.7970191\t0.78\t-0.7970191\tQ8NDX6\tTrue\t_AGS[+80]PDVLR_\t_AGS[Phospho (STY)]PDVLR_\t447.707674917012\t0\t20561\tnoloss\t5\ty\t1\t599.351136936912\t100\tFalse\tsp\tQ8NDX6\tQ8NDX6\tZN740_HUMAN\tZinc finger protein 740\tHomo sapiens\t\tZNF740\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_AGS[+80]PDVLR_\t\tTrue\t_AGS[Phospho (STY)]PDVLR_\tAGSPDVLR\t-0.7970191\t0.78\t-0.7970191\tQ8NDX6\tTrue\t_AGS[+80]PDVLR_\t_AGS[Phospho (STY)]PDVLR_\t447.707674917012\t0\t20561\tH3PO4\t6\ty\t2\t334.689937067692\t68.40089\tFalse\tsp\tQ8NDX6\tQ8NDX6\tZN740_HUMAN\tZinc finger protein 740\tHomo sapiens\t\tZNF740\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_AGS[+80]PDVLR_\t\tTrue\t_AGS[Phospho (STY)]PDVLR_\tAGSPDVLR\t-0.7970191\t0.78\t-0.7970191\tQ8NDX6\tTrue\t_AGS[+80]PDVLR_\t_AGS[Phospho (STY)]PDVLR_\t447.707674917012\t0\t20561\tH3PO4\t7\ty\t2\t363.200668927977\t27.03024\tFalse\tsp\tQ8NDX6\tQ8NDX6\tZN740_HUMAN\tZinc finger protein 740\tHomo sapiens\t\tZNF740\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tnoloss\t3\ty\t1\t369.224479871812\t97.64322\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tnoloss\t4\tb\t1\t538.238488860972\t17.74173\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tH3PO4\t4\tb\t1\t440.261590667613\t100\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tH3PO4\t4\ty\t1\t438.245940603473\t7.038487\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tnoloss\t5\ty\t1\t649.306902773962\t6.46876\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tH3PO4\t5\tb\t1\t537.314354516463\t10.4885\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\tH3PO4\t5\ty\t1\t551.330004580603\t20.62304\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_TRLS[+80]PPR_\t\tTrue\t_TRLS[Phospho (STY)]PPR_\tTRLSPPR\t-18.51872\t0.785\t-18.51872\tQ96PK6\tTrue\t_TRLS[+80]PPR_\t_TRLS[Phospho (STY)]PPR_\t453.731484366392\t0.000731277163140476\t55003\t1(+H3+N)1(+H3+O4+P)\t4\tb\t1\t423.235042281993\t8.850685\tFalse\tsp\tQ96PK6\tQ96PK6\tRBM14_HUMAN\tRNA-binding protein 14\tHomo sapiens\t\tRBM14\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_S[+80]SPLSWR_\t\tTrue\t_S[Phospho (STY)]SPLSWR_\tSSPLSWR\t32.96021\t0.806\t32.96021\tQ8NEY1;Q8NEY1-3\tFalse\t_S[+80]SPLSWR_\t_S[Phospho (STY)]SPLSWR_\t456.702392575162\t0.00218558823689818\t6996\tnoloss\t3\ty\t1\t448.230293528242\t74.2921\tFalse\tsp\tQ8NEY1;Q8NEY1-3\tQ8NEY1;Q8NEY1-3\tNAV1_HUMAN\tNeuron navigator 1;Isoform of Q8NEY1, Isoform 3 of Neuron navigator 1\tHomo sapiens\t\tNAV1\t1;\t2;\tMCT_human_UP000005640_9606;MCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_S[+80]SPLSWR_\t\tTrue\t_S[Phospho (STY)]SPLSWR_\tSSPLSWR\t32.96021\t0.806\t32.96021\tQ8NEY1;Q8NEY1-3\tFalse\t_S[+80]SPLSWR_\t_S[Phospho (STY)]SPLSWR_\t456.702392575162\t0.00218558823689818\t6996\tnoloss\t4\ty\t1\t561.314357505372\t100\tFalse\tsp\tQ8NEY1;Q8NEY1-3\tQ8NEY1;Q8NEY1-3\tNAV1_HUMAN\tNeuron navigator 1;Isoform of Q8NEY1, Isoform 3 of Neuron navigator 1\tHomo sapiens\t\tNAV1\t1;\t2;\tMCT_human_UP000005640_9606;MCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_S[+80]SPLSWR_\t\tTrue\t_S[Phospho (STY)]SPLSWR_\tSSPLSWR\t32.96021\t0.806\t32.96021\tQ8NEY1;Q8NEY1-3\tFalse\t_S[+80]SPLSWR_\t_S[Phospho (STY)]SPLSWR_\t456.702392575162\t0.00218558823689818\t6996\tnoloss\t5\ty\t1\t658.367121354222\t53.05514\tFalse\tsp\tQ8NEY1;Q8NEY1-3\tQ8NEY1;Q8NEY1-3\tNAV1_HUMAN\tNeuron navigator 1;Isoform of Q8NEY1, Isoform 3 of Neuron navigator 1\tHomo sapiens\t\tNAV1\t1;\t2;\tMCT_human_UP000005640_9606;MCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_S[+80]SPLSWR_\t\tTrue\t_S[Phospho (STY)]SPLSWR_\tSSPLSWR\t32.96021\t0.806\t32.96021\tQ8NEY1;Q8NEY1-3\tFalse\t_S[+80]SPLSWR_\t_S[Phospho (STY)]SPLSWR_\t456.702392575162\t0.00218558823689818\t6996\tH2O\t4\ty\t1\t543.303792701295\t8.122206\tFalse\tsp\tQ8NEY1;Q8NEY1-3\tQ8NEY1;Q8NEY1-3\tNAV1_HUMAN\tNeuron navigator 1;Isoform of Q8NEY1, Isoform 3 of Neuron navigator 1\tHomo sapiens\t\tNAV1\t1;\t2;\tMCT_human_UP000005640_9606;MCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_S[+80]SPLSWR_\t\tTrue\t_S[Phospho (STY)]SPLSWR_\tSSPLSWR\t32.96021\t0.806\t32.96021\tQ8NEY1;Q8NEY1-3\tFalse\t_S[+80]SPLSWR_\t_S[Phospho (STY)]SPLSWR_\t456.702392575162\t0.00218558823689818\t6996\tNH3\t4\ty\t1\t544.287809119752\t11.54993\tFalse\tsp\tQ8NEY1;Q8NEY1-3\tQ8NEY1;Q8NEY1-3\tNAV1_HUMAN\tNeuron navigator 1;Isoform of Q8NEY1, Isoform 3 of Neuron navigator 1\tHomo sapiens\t\tNAV1\t1;\t2;\tMCT_human_UP000005640_9606;MCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tnoloss\t3\ty\t1\t446.276181091502\t14.71406\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tnoloss\t4\ty\t1\t561.303124115332\t33.08263\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tnoloss\t5\tb\t1\t494.128269705652\t6.559356\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tnoloss\t5\ty\t1\t658.355887964182\t100\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tH3PO4\t5\tb\t1\t396.151371512293\t6.920845\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tnoloss\t6\tb\t1\t607.212333682782\t6.388004\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tH3PO4\t6\tb\t1\t509.235435489423\t19.9082\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tH3PO4\t6\ty\t2\t364.192312581327\t80.62402\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tH3PO4\t7\tb\t1\t695.314748439283\t16.95742\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\tH3PO4\t7\ty\t2\t392.703044441612\t23.94268\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_100ug_test_S4-A1_1_25843\t2\t\t_GGS[+80]PDLWK_\t\tTrue\t_GGS[Phospho (STY)]PDLWK_\tGGSPDLWK\t30.20072\t0.775\t30.20072\tQ96JM3\tTrue\t_GGS[+80]PDLWK_\t_GGS[Phospho (STY)]PDLWK_\t470.202225398577\t0\t14524\t1(+H2+O)1(+H3+O4+P)\t6\tb\t1\t491.224876407391\t7.7026\tFalse\tsp\tQ96JM3\tQ96JM3\tCHAP1_HUMAN\tChromosome alignment-maintaining phosphoprotein 1\tHomo sapiens\t\tCHAMP1\t1\t2\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t8\tb\t1\t904.441074140122\t13.24587\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t8\ty\t1\t869.376438885762\t9.73339\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH3PO4\t8\ty\t1\t771.399540692403\t15.5311\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t9\ty\t1\t926.397902606332\t62.03978\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH3PO4\t9\ty\t1\t828.421004412973\t100\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t10\ty\t1\t1089.46123113888\t27.16885\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH3PO4\t10\ty\t1\t991.484332945523\t37.66399\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t11\ty\t1\t1218.50382422685\t11.55311\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH3PO4\t11\ty\t1\t1120.52692603349\t14.68472\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tnoloss\t12\ty\t2\t673.784839099472\t19.2975\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH3PO4\t13\ty\t2\t681.338421991357\t5.416843\tTrue\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH2O\t3\tb\t1\t338.207432704965\t52.51799\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH2O\t4\tb\t1\t466.266010210245\t11.00296\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH2O\t5\tb\t1\t595.308603298215\t40.71096\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H2+O)1(+H3+O4+P)\t7\ty\t2\t341.679569285214\t6.94033\tTrue\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H3+N)1(+H3+O4+P)\t7\ty\t1\t683.335878522073\t9.944985\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H3+N)1(+H3+O4+P)\t8\ty\t2\t377.690134386797\t6.051629\tTrue\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H2+O)1(+H3+O4+P)\t11\ty\t1\t1102.51636122942\t10.49513\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H3+N)1(+H3+O4+P)\t11\ty\t1\t1103.50037764787\t5.966991\tTrue\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tH2O\t12\ty\t2\t664.779556697433\t18.91663\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\tNH3\t12\ty\t2\t665.271564906662\t5.459162\tTrue\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_ELIQEYGAQS[+80]GGLEK_\t\tTrue\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\tELIQEYGAQSGGLEK\t39.08461\t1.081\t39.08461\tA0A075B730\tFalse\t_ELIQEYGAQS[+80]GGLEK_\t_ELIQEYGAQS[Phospho (STY)]GGLEK_\t851.390199620587\t0\t11732\t1(+H2+O)1(+H3+O4+P)\t12\ty\t2\t615.791107600754\t16.20821\tFalse\ttr\tA0A075B730\tA0A075B730\tA0A075B730_HUMAN\tIsoform of P58107, Epiplakin\tHomo sapiens\t\tEPPK1\t1\t2\tMCT_human2_UP000005640_9606_additional\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t3\tb\t1\t329.181946353492\t19.79472\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t3\ty\t1\t331.233981926352\t34.45748\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t4\ty\t1\t444.318045903482\t41.93548\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
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"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t5\ty\t1\t559.344988927312\t31.81818\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t6\ty\t1\t687.403566432592\t6.744868\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tnoloss\t7\ty\t1\t801.446493873732\t100\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
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"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tNH3\t9\ty\t1\t999.510551397662\t6.744868\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"202106018_TIMS03_EVO03_PaSk_SA_HeLa_EGF_Phospho_library15_S4-B3_1_25857\t2\t\t_NLTEDNSQNQDLIAK_\t\tTrue\t_NLTEDNSQNQDLIAK_\tNLTEDNSQNQDLIAK\t12.65\t1.092\t12.65\tQ9UBB4\tFalse\t_NLTEDNSQNQDLIAK_\t_NLTEDNSQNQDLIAK_\t851.915754844857\t0.000129324282170273\t6592\tNH3\t12\ty\t1\t1357.6230149506\t10.41056\tFalse\tsp\tQ9UBB4\tQ9UBB4\tATX10_HUMAN\tAtaxin-10\tHomo sapiens\t\tATXN10\t1\t1\tMCT_human_UP000005640_9606\n",
"\"\"\"\n",
"\n",
"reader = SWATHLibraryReader()\n",
"psm_df = reader.import_file(StringIO(tsv_str))\n",
"for col in ['sequence','charge','rt','rt_norm','mods','mod_sites','nAA','frag_start_idx','frag_stop_idx']:\n",
" assert col in psm_df.columns\n",
"assert 'raw_name' in psm_df.columns\n",
"psm_df"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
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},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
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]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
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},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
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]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"MSFragger generated dimethyl TSV library (noloss='')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" sequence | \n",
" charge | \n",
" rt | \n",
" mobility | \n",
" mods | \n",
" mod_sites | \n",
" nAA | \n",
" frag_start_idx | \n",
" frag_stop_idx | \n",
" rt_norm | \n",
" precursor_mz | \n",
" ccs | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" EDTEEHHLR | \n",
" 4 | \n",
" 2.957368 | \n",
" NaN | \n",
" Dimethyl:2H(4)@Any_N-term | \n",
" 0 | \n",
" 9 | \n",
" 0 | \n",
" 8 | \n",
" 0.271196 | \n",
" 300.150369 | \n",
" NaN | \n",
"
\n",
" \n",
" | 1 | \n",
" MQHLIAR | \n",
" 3 | \n",
" 10.904905 | \n",
" NaN | \n",
" Dimethyl:2H(4)@Any_N-term | \n",
" 0 | \n",
" 7 | \n",
" 8 | \n",
" 14 | \n",
" 1.000000 | \n",
" 300.851043 | \n",
" NaN | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" sequence charge rt mobility mods \\\n",
"0 EDTEEHHLR 4 2.957368 NaN Dimethyl:2H(4)@Any_N-term \n",
"1 MQHLIAR 3 10.904905 NaN Dimethyl:2H(4)@Any_N-term \n",
"\n",
" mod_sites nAA frag_start_idx frag_stop_idx rt_norm precursor_mz ccs \n",
"0 0 9 0 8 0.271196 300.150369 NaN \n",
"1 0 7 8 14 1.000000 300.851043 NaN "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tsv_str = \"\"\"PrecursorMz\tProductMz\tAnnotation\tProteinId\tGeneName\tPeptideSequence\tModifiedPeptideSequence\tPrecursorCharge\tLibraryIntensity\tNormalizedRetentionTime\tPrecursorIonMobility\tFragmentType\tFragmentCharge\tFragmentSeriesNumber\tFragmentLossType\tAverageExperimentalRetentionTime\n",
"300.150371\t144.605147\ty2^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t293.82037\t2.957367634819564\t\ty\t2\t2\t\t256.87189917542054\n",
"300.150371\t175.118953\ty1^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t6975.805942\t2.957367634819564\t\ty\t1\t1\t\t256.87189917542054\n",
"300.150371\t188.111798\ty4^3\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t699.9488765\t2.957367634819564\t\ty\t3\t4\t\t256.87189917542054\n",
"300.150371\t213.13460299999997\ty3^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t3899.8066759999997\t2.957367634819564\t\ty\t2\t3\t\t256.87189917542054\n",
"300.150371\t231.125996\ty5^3\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t557.755905\t2.957367634819564\t\ty\t3\t5\t\t256.87189917542054\n",
"300.150371\t277.13322200000005\tb2^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t5213.9476395\t2.957367634819564\t\tb\t1\t2\t\t256.87189917542054\n",
"300.150371\t281.664059\ty4^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t8268.719133999999\t2.957367634819564\t\ty\t2\t4\t\t256.87189917542054\n",
"300.150371\t288.203017\ty2^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t7783.7707125\t2.957367634819564\t\ty\t1\t2\t\t256.87189917542054\n",
"300.150371\t346.185356\ty5^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t892.8047019999998\t2.957367634819564\t\ty\t2\t5\t\t256.87189917542054\n",
"300.150371\t378.180901\tb3^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t2861.0433905\t2.957367634819564\t\tb\t1\t3\t\t256.87189917542054\n",
"300.150371\t410.70665299999996\ty6^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t1104.4970805\t2.957367634819564\t\ty\t2\t6\t\t256.87189917542054\n",
"300.150371\t425.261929\ty3^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t10000.0\t2.957367634819564\t\ty\t1\t3\t\t256.87189917542054\n",
"300.150371\t461.23049299999997\ty7^2\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t658.40723\t2.957367634819564\t\ty\t2\t7\t\t256.87189917542054\n",
"300.150371\t507.223495\tb4^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t544.8236215\t2.957367634819564\t\tb\t1\t4\t\t256.87189917542054\n",
"300.150371\t562.320842\ty4^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t758.6205095\t2.957367634819564\t\ty\t1\t4\t\t256.87189917542054\n",
"300.150371\t691.363436\ty5^1\tP09651\tHNRNPA1\tEDTEEHHLR\t(UniMod:199)EDTEEHHLR\t4\t386.09158199999996\t2.957367634819564\t\ty\t1\t5\t\t256.87189917542054\n",
"300.851044\t175.118953\ty1^1\tP14618\tPKM\tMQHLIAR\t(UniMod:199)MQHLIAR\t3\t6232.253602000001\t10.90490543435342\t\ty\t1\t1\t\t396.233918513634\n",
"300.851044\t180.123704\ty3^2\tP14618\tPKM\tMQHLIAR\t(UniMod:199)MQHLIAR\t3\t187.126964\t10.90490543435342\t\ty\t2\t3\t\t396.233918513634\n",
"300.851044\t215.11446800000002\tb3^2\tP14618\tPKM\tMQHLIAR\t(UniMod:199)MQHLIAR\t3\t1356.0843869999999\t10.90490543435342\t\tb\t2\t3\t\t396.233918513634\n",
"300.851044\t236.66573599999998\ty4^2\tP14618\tPKM\tMQHLIAR\t(UniMod:199)MQHLIAR\t3\t310.81490499999995\t10.90490543435342\t\ty\t2\t4\t\t396.233918513634\n",
"300.851044\t246.15606699999998\ty2^1\tP14618\tPKM\tMQHLIAR\t(UniMod:199)MQHLIAR\t3\t8887.643795\t10.90490543435342\t\ty\t1\t2\t\t396.233918513634\n",
"\"\"\"\n",
"reader = SWATHLibraryReader()\n",
"reader.import_file(StringIO(tsv_str))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
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