{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Interface of β2 Adrenergic Receptor in Complex with Empty Gs-Protein" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mdtraj as md\n", "import mdciao" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Download example data and load into the namespace" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b959851435cc4f338f04dc0681d8b8e9", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading mdciao_example.zip to mdciao_example.zip: 0%| | 0/9157309 [00:00\n", " with a stride of 1 frames\n", "Using method 'user input by residue array or range' these fragments were found\n", "fragment 0 with 354 AAs LEU4 ( 0) - LEU394 (353 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 354) - ASN340 (693 ) (1) \n", "fragment 2 with 66 AAs ALA2 ( 694) - PHE67 (759 ) (2) \n", "fragment 3 with 283 AAs GLU30 ( 760) - LEU340 (1042 ) (3) resSeq jumps\n", "fragment 4 with 1 AAs P0G395 ( 1043) - P0G395 (1043 ) (4) \n", "GPCR-labels align best with fragments: [3] (first-last: GLU30-LEU340).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 760) - PHE61@1.60x60 (791 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 792) - GLN65@12.51x51 (795 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 796) - LYS97@2.68x67 (827 ) (TM2) \n", " ECL1 with 4 AAs MET98@23.49x49 ( 828) - PHE101@23.52x52 (831 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 832) - SER137@3.56x56 (867 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 868) - LEU145@34.57x57 (875 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 876) - HIS172@4.64x64 (902 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 903) - THR195 (922 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 923) - GLU237@5.76x76 (964 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 965) - ARG239 (966 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 967) - GLN299@6.61x61 (1001 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1002) - ILE303 (1005 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1006) - ARG328@7.55x55 (1030 ) (TM7) \n", " H8 with 12 AAs SER329@8.47x47 ( 1031) - LEU340@8.58x58 (1042 ) (H8) \n", "CGN-labels align best with fragments: [0] (first-last: LEU4-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 5) - VAL36@G.HN.53 (32 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 33) - ALA39@G.hns1.3 (35 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 36) - LEU46@G.S1.7 (42 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 43) - GLY52@G.s1h1.6 (48 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 49) - GLN59@G.H1.7 (55 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 56) - LEU113@H.HA.29 (81 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 82) - PRO122@H.hahb.9 (90 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 91) - ASN136@H.HB.14 (104 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 105) - PRO143@H.hbhc.15 (111 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 112) - GLU155@H.HC.12 (123 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 124) - ASP156@H.hchd.1 (124 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 125) - GLU168@H.HD.12 (136 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 137) - ASP173@H.hdhe.5 (141 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 142) - LYS186@H.HE.13 (154 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 155) - SER193@H.hehf.7 (161 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 162) - ARG199@H.HF.6 (167 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 168) - GLY206@G.hfs2.7 (172 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 173) - VAL214@G.S2.8 (180 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 181) - LYS216@G.s2s3.2 (182 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 183) - VAL224@G.S3.8 (190 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 191) - GLN227@G.s3h2.3 (193 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 194) - CYS237@G.H2.10 (203 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 204) - THR242@G.h2s4.5 (208 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 209) - ALA249@G.S4.7 (215 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 216) - ASN264@G.s4h3.15 (223 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 224) - LEU282@G.H3.18 (241 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 242) - ILE285@G.h3s5.3 (244 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 245) - ASN292@G.S5.7 (251 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 252) - LYS293@G.s5hg.1 (252 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 253) - ASP310@G.HG.17 (269 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 270) - THR320@G.hgh4.10 (279 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 280) - ARG347@G.H4.27 (306 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 307) - TYR358@G.h4s6.20 (317 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 318) - PHE363@G.S6.5 (322 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 323) - ASP368@G.s6h5.5 (327 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 328) - LEU394@G.H5.26 (353 ) (G.H5) \n", "\n", "Computing distances in the interface between fragments\n", "0\n", "and\n", "3\n", "The interface is restricted to the residues within 35.0 Angstrom of each other in the reference topology.\n", "Computing interface...done!\n", "\n", "From 100182 potential group_1-group_2 distances, the interface was reduced to only 20307 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow) consider using a smaller interface cutoff\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", " 0%| | 0/1 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ifig = intf.plot_frequency_sums_as_bars(3.5, title_str = intf.name, \n", " list_by_interface=True, \n", " interface_vline=True);\n", "ifig.figure.savefig(\"intf.svg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plot contact matrix" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ifig, iax = intf.plot_interface_frequency_matrix(3.5, grid=True, pixelsize=.5);\n", "ifig.savefig(\"matrix.svg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Flareplot\n", "We combine a lot of information into one single flareplot: \n", "\n", "* the molecular topology with sub-fragments and consensus labels, \n", "\n", "* the secondary structure, \n", "\n", "* the individual contact-pairs \n", "\n", "* the participation of each residue in the interface." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Drawing this many dots (206 residues + 13 padding spaces) in a panel 10.0 inches wide/high \n", "forces too small dotsizes and fontsizes. If crowding effects occur, either reduce the\n", "number of residues or increase the panel size\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ifig, iax = intf.plot_freqs_as_flareplot(3.5, \n", " fragments=fragments, fragment_names = fragment_names, \n", " scheme=\"consensus_sparse\", consensus_maps=[GPCR, CGN], \n", " aura=intf.frequency_sum_per_residue_idx_dict(3.5,return_array=True),\n", " SS=True)\n", "ifig.figure.savefig(\"flare.svg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Coarse-Grained Frequencies and Flareplots" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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TM3ICL2TM5ICL3TM6
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" ], "text/plain": [ " TM3 ICL2 TM5 ICL3 TM6\n", "G.S1 0.3 \n", "H.hbhc 0.3 \n", "G.H4 0.5 \n", "G.h4s6 1.3 1.0 \n", "G.S6 0.4 \n", "G.H5 1.9 4.5 1.9" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ifig, iax = intf.plot_freqs_as_flareplot(3.5, \n", " fragments=fragments, fragment_names = fragment_names, \n", " consensus_maps=[GPCR, CGN], \n", " coarse_grain=True,\n", " )\n", "intf.frequency_as_contact_matrix_CG(3.5, fragments=fragments, fragment_names = fragment_names,\n", " consensus_labelers=[GPCR, CGN],\n", " interface=True).round(1).replace(0,\"\") \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Grab a representative frame\n", "This frame will be used to plot the interface frequencies as a 3D heatmap (see `frequency_to_bfactor` below)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Returning frame 118 of traj nr. 0: \n" ] } ], "source": [ "repframe = intf.repframes(return_traj=True)[-1][0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save the interface as a heatmap and view externally" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Contact frequencies stored as signed bfactor in 'interface_heatmap.pdb'\n" ] } ], "source": [ "intf.frequency_to_bfactor(3.5, pdbfile=\"interface_heatmap.pdb\", \n", " geom=repframe, \n", " interface_sign=True\n", " );" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save all mdciao objects for later reuse\n", "We can save all mdciao objects to numpy .npy (pickle) files and later reload them without having to compute everything again." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "np.save(\"GPCR.npy\", GPCR)\n", "np.save(\"CGN.npy\",CGN)\n", "np.save(\"intf.npy\",intf)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 4 }