{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "Hbol",
"metadata": {},
"outputs": [],
"source": [
"import marimo as mo"
]
},
{
"cell_type": "markdown",
"id": "MJUe",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"# tcren · pMHC surface topography\n",
"\n",
"A contact potential scores an interface that already exists. This describes the pMHC\n",
"**before** a TCR arrives: the peptide sits in a groove between two helices, and a TCR\n",
"coming down from above meets *one* surface. So the descriptor is a height field\n",
"$h(x, y)$ over that groove, with chemistry painted on.\n",
"\n",
"| channel | what a cell holds |\n",
"|---|---|\n",
"| `h` | **elevation** — height of the solvent-accessible surface above the groove floor (Å) |\n",
"| `phobic` | **hydropathy** of the residue that surface belongs to (Kyte–Doolittle, or the axis recovered from the MJ matrix) |\n",
"| `charge` | formal side-chain charge at pH 7 (His counted as +0.1, since its pKa sits near it) |\n",
"\n",
"Method follows [SURFMAP](https://doi.org/10.1021/acs.jcim.1c01269) — surface shell,\n",
"per-cell feature, 8-neighbour smoothing, Manhattan map distance — and\n",
"[Protein Surface Topography](https://doi.org/10.1074/jbc.RA119.010494) for centring the\n",
"chart on the functional site. A **flat** raster rather than SURFMAP's equal-area spherical\n",
"chart, because a TCR-facing pMHC surface is an open, near-planar patch and a plane does not\n",
"distort it.\n",
"\n",
"Two conventions worth stating, because both were bugs first:\n",
"\n",
"* the frame is **refit from every structure** — *z* from the groove-floor plane normal,\n",
" *y* from the **peptide** (the floor's own principal axis is not the groove axis), origin\n",
" on the peptide centroid — so maps compare without prealigning the inputs;\n",
"* heights come from **ray casting in that frame**, not from Shrake–Rupley surface points,\n",
" which are sampled on a sphere fixed in global axes and so move when the input is rotated."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "vblA",
"metadata": {},
"outputs": [],
"source": [
"from pathlib import Path\n",
"\n",
"import numpy as np\n",
"import polars as pl\n",
"\n",
"from tcren.annotation import classify_chains\n",
"from tcren.mhc import annotate_mhc\n",
"from tcren.structure import parse_structure\n",
"from tcren.surface import (\n",
" SOURCE_CODES,\n",
" surface_distance,\n",
" surface_map,\n",
" surface_stats,\n",
" surface_table,\n",
")\n",
"\n",
"REPO = Path(__file__).resolve().parents[1]\n",
"CANON = REPO / \"data\" / \"Canonical2026\""
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "bkHC",
"metadata": {},
"outputs": [],
"source": [
"def load(pdb_id):\n",
" \"\"\"Parse, chain-type and MHC-annotate one Canonical2026 complex.\"\"\"\n",
" for cand in (CANON / f\"{pdb_id}.pdb.gz\", CANON / f\"{pdb_id}.pdb\"):\n",
" if cand.exists():\n",
" s = parse_structure(cand, pdb_id=pdb_id)\n",
" classify_chains(s, organism=\"human\", autodetect_species=True)\n",
" annotate_mhc(s)\n",
" return s\n",
" raise FileNotFoundError(f\"{pdb_id} not in {CANON}; run `tcren fetch-data`\")\n",
"\n",
"def mapped(pdb_id, **kw):\n",
" return surface_map(load(pdb_id), **kw)"
]
},
{
"cell_type": "markdown",
"id": "lEQa",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"## The named epitopes\n",
"\n",
"Two the literature calls **featureless**, two it calls **bulged**, and one in between.\n",
"These are the reference points the descriptor has to get right."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "PKri",
"metadata": {},
"outputs": [],
"source": [
"#: pdb_id -> (epitope, label, citation). All present in Canonical2026.\n",
"CASES = {\n",
" \"1oga\": (\"GILGFVFTL\", \"featureless\", \"influenza M1, HLA-A*02:01 — Song 2017 NSMB, \"\n",
" \"'relatively featureless'\"),\n",
" \"4mji\": (\"TAFTIPSI\", \"featureless\", \"HIV RT 8-mer, HLA-B*51:01 — Motozono 2014 J Immunol, \"\n",
" \"'relatively featureless'\"),\n",
" \"1ao7\": (\"LLFGYPVYV\", \"intermediate\", \"HTLV-1 Tax, HLA-A*02:01 — prominent but \"\n",
" \"partly buried P5-Tyr\"),\n",
" \"2ak4\": (\"LPEPLPQGQLTAY\", \"bulged\", \"EBV BZLF1 13-mer, HLA-B*35:08 — Tynan 2007 Nat \"\n",
" \"Immunol, 'bulged'\"),\n",
" \"2nx5\": (\"EPLPQGQLTAY\", \"bulged\", \"EBV BZLF1 11-mer, HLA-B*35:01 — highly bulged, \"\n",
" \"7 side chains solvent-exposed\"),\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "Xref",
"metadata": {},
"outputs": [],
"source": [
"maps = {pid: mapped(pid) for pid in CASES}"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "SFPL",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"channel = mo.ui.dropdown(\n",
" options=[\"h\", \"phobic\", \"charge\"], value=\"h\", label=\"channel\",\n",
")\n",
"grid_n = mo.ui.slider(16, 96, value=64, step=8, label=\"grid rows (along the groove)\")\n",
"smooth = mo.ui.checkbox(value=True, label=\"8-neighbour smoothing\")\n",
"mo.hstack([channel, grid_n, smooth], justify=\"start\", gap=2)"
]
},
{
"cell_type": "markdown",
"id": "BYtC",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"## Elevation, charge and hydropathy, side by side\n",
"\n",
"One shared colour scale per row, so the panels are comparable rather than each\n",
"auto-scaled to its own range — the whole point is the difference between them.\n",
"Peptide-owned cells are outlined; everything else is MHC helix or groove floor."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "RGSE",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"# Shared style: no gridlines competing with the raster, small type, tight panels.\n",
"PANEL_KW = dict(interpolation=\"nearest\", origin=\"lower\", aspect=\"equal\")\n",
"LABEL_KW = dict(fontsize=7)\n",
"#: Å window actually drawn. The full map extent is wide enough for a class-II 15-mer with\n",
"#: flanks; cropping to the groove itself stops the peptide being a sliver in the middle.\n",
"VIEW = (-16.0, 16.0, -16.0, 16.0)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "Kclp",
"metadata": {},
"outputs": [],
"source": [
"def draw_map(ax, smap, chan, vmin, vmax, cmap, source_codes, outline=True):\n",
" \"\"\"One channel of one map, cropped to the groove, with the peptide footprint outlined.\"\"\"\n",
" x0, x1, y0, y1 = smap.extent\n",
" im = ax.imshow(smap.channels[chan], extent=(x0, x1, y0, y1), vmin=vmin, vmax=vmax,\n",
" cmap=cmap, **PANEL_KW)\n",
" if outline:\n",
" # contour() honours `extent` only alongside `origin`; without both it silently draws\n",
" # in array-index coordinates and the outline lands nowhere near the surface.\n",
" ax.contour((smap.source == source_codes[\"peptide\"]).astype(float), levels=[0.5],\n",
" colors=\"k\", linewidths=1.0, extent=(x0, x1, y0, y1), origin=\"lower\")\n",
" ax.set_xlim(VIEW[0], VIEW[1])\n",
" ax.set_ylim(VIEW[2], VIEW[3])\n",
" ax.tick_params(labelsize=6)\n",
" return im\n",
"\n",
"def limits(maps, chan):\n",
" \"\"\"Shared colour range: zero-centred for signed channels, percentile for elevation.\"\"\"\n",
" vals = np.concatenate([m.channels[chan][np.isfinite(m.channels[chan])] for m in maps])\n",
" if chan in (\"phobic\", \"charge\"):\n",
" lim = float(np.nanpercentile(np.abs(vals), 98)) or 1.0\n",
" return -lim, lim, \"RdBu_r\"\n",
" return (float(np.nanpercentile(vals, 2)), float(np.nanpercentile(vals, 98)), \"viridis\")\n",
"\n",
"def cross_profile(smap, source_codes, band=8.0):\n",
" \"\"\"Elevation across the groove, averaged over the peptide's own y-band.\n",
"\n",
" This is the panel that makes the comparison legible: the heatmaps are dominated by the two\n",
" MHC helices, which are the tallest thing in every structure whatever the peptide does.\n",
" A cut across them shows directly whether the peptide sits in the valley between the rails\n",
" or rides above it.\n",
" \"\"\"\n",
" n_y, n_x = smap.grid\n",
" x0, x1, y0, y1 = smap.extent\n",
" xs = np.linspace(x0, x1, n_x + 1)\n",
" xs = 0.5 * (xs[:-1] + xs[1:])\n",
" ys = np.linspace(y0, y1, n_y + 1)\n",
" ys = 0.5 * (ys[:-1] + ys[1:])\n",
" rows = np.abs(ys) <= band\n",
" h = smap.channels[\"h\"][rows]\n",
" pep = smap.source[rows] == source_codes[\"peptide\"]\n",
" with np.errstate(invalid=\"ignore\"):\n",
" mean_h = np.nanmean(np.where(np.isfinite(h), h, np.nan), axis=0)\n",
" pep_frac = pep.mean(axis=0)\n",
" return xs, mean_h, pep_frac"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "emfo",
"metadata": {},
"outputs": [
{
"data": {
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dObfAR70m0fJJ+4w17kXPB1oG62DJzp07i7/RAQU33HCDGVilv/GlS5fKuHHjXAY+an+i/iZ0cFHOvshAHBAK35k+fboJJtbBxsUl0Lx4bAU8diLUBk7tVNQORs0mlB8dAaPBf4Hy+ceOHWsuJjUbixZuudHG3zFjxpgGYMdoNA1a0Q56LTz0gi6Q6Oil3DJe+DsdnaUBbnrBpt+7BsXpb0EvYLQTSDs3S0Kwlza6jB8/XgKZjtLRYFbt8NDKqgb/5UY7f7XTWwNyHBf7zz33nGmw0Q5QfwyI1Q49/Y1rh7Y7jah6cRuox31xpOcdbfTVTh7t9HDnN6blr792QLr6/HoO0uweGryY1wh4zcKqQVDaOPXEE084g3W1DNbAFW1UDiQaDBiox6I2jmpZq+cnbQTX7Bba4K0X4Vo267EQKB14edH6p46QD2QaZPHtt9+aMlUbUbTenBsNfNXjXG+OjjDtMNJASS2D/bGxVeseGtCtDajuBC5r9rxAPe6Laxmk13Yff/yxCbzQkf750QZQf+2AdJWFRgcf6LlXG6GuueaaXNfV/aPHqA7OuPfee80yDcDQIA1tVH7jjTckkOhv4YUXXpBApI3bWtbqd6eDDbSzTstl7ezTOqk29AdKB15etE1Hr/0DmQYMaICN3usAq7xoHVs7fbQMdnSEaYe4dnLr9aGrjvDiTgMZ9XylgdoRERH5rq9Bj5TB3i2DtR31888/NwPx3ZlZ5vbbbzfnqkCgMxbcd999przRgQXaGZ0b7bC8++67TVmrZbHSx1o/1rryM888I4FEO8T+85//SCDS7Npa1mrbpHao6+9AB2Br0Nfw4cPNdUOgzWbhyq233uqXwQQFocEWGlyl18P5ZcTT6xEdBKh1MB0YqvQaWNvHtm/f7pcZ9bRPSdvt9PO4k81U++N04D68dx2oZapeB+ogEXcGmmqdSoNoAoFe6zz66KMmyE/7ffTYy432KWnbs7Y5X3XVVWaZ7jttu9H6daCVV9pWq20EgUhn0tLzqn5GHaCs9Nyr9Sk9D2tSipJAr/FcJdwIJNp+rNmWtfzUYOW8zoVa/1J6HtB1dZm21Wt9TctgfxuMrtuvfUranqV1SneyR2u7iF6X+B37vzdvvh8KReMTNAZN25r0fKv9275OfBJYc/giGz3xaSBjXgVAINNGYK3suNMQ6ph6MmuFVjsxNShKK8EaGAn/oKN4dAon7ahzTOmlFz3agadTuOlFHwKDHt/uZC7RqYWmTJliRj1l7djRi1kd+fXyyy+LP9KKhAY9onjSjji9wIqMjJSSSI9NvbhyJ8hNp6DT87RmxnDQ4CgN1NCADc3QCv8wc+ZM07muDaeORnC914tsncou0AaSlGQapO1OsIROYa+jcfXCN2v2D62n6XGvmSP9Nbg10EeN+zOtH2kAmDvXgYFIO640iNOd0bYaDKTtBZqdy0GPbW1H0Kz52mEA/6DZwXQmDx1I4ghw1OthrV9pJiYNVkdg0A4bd7IlaZ1M616aGSJr9g9tG9GBKW+++ab4I71G0GstFE9ahmgGTkd7XEmjAcUacOJOoLm2RemA3qyDljUzpnbIajt1oGXpCWSaHUynlNWs2Y4AR20L0kHYmnFNs5AjMGggmTvZwnXgvQ5S0MG8jqBHx0xcOlhFZzHyRzqgIpBmLAk0WoZohjN3glIDkQaba/B1UFCQW2WwZsXUtp2sgb0apK/t1DqQA/5B2y30vJq1b18zkGkbh56H8xqEAv+ibcvuDBrQBDha/9Ksh474GK2f6W9E62v+mGRD2/d0cJk7AY+At2iWZJ0FS/tvtVzVmZY06FzL0bySZHgSGR+RjVYCdAoCbaDSH6hW9koCHfWh02vkbDx1TIOlz+tUFYFCAwC1QqjZEbVRUkfAB0oGJscInpyjxXW0llYO9PncpmIMJNrAoqPL9XvVCHt/zGhYVDTtuQY25/xNaGe47peSMupLO0Lff/9908ml5zNtCAiU4z5QaBYArSTqtJJaQQy06elzo8egftacU1prGazTQ2kngXb+BIo9e/aYaeozMzNNtgAdiVxcUsFb5Tif6lQKudWnHCMuA5lOGaQNKVrO6LGs2bdKKp2CUn/rOctgPd51v5SUMnjv3r2m7q2N53rNocd9Se2MKM6jVHWwm3ZSa/3QHzORFoYeg5oVIGeQqJ63tUNWM9r06NFDAoUG4Ts6mnWQhp6bAiULon6X+ln0uje3Mlg78krCtZ9O66zHsv62AyWDTVG2jWjAgs4IU1LK4F27djmPe53aS4+JQDnuA4X+FjUrqXZMatBCfplMA4Fmbfnxxx9NZsicv0f9jerAIc1ok/O6yp/pIPW3337bfF6tZ+n0t4GSBVF/wzq7UM5pRLOWwVr/D3T6m9ZZHnRf6LHszuxjJa0M1tkxNHBSn9fMroFu27ZtJhOQHuv6e9BzmjtBafAeHRylx250dLQ5L/tjNvCC0r4RvWbQAb05yyE9b+vMRTqzWCC1y2/atMn0FWo7lGZP10CVQKHnUx1IknMK36xlsLbNBjqdeUn7ljToU9sEtM+hpMqtDNbfvg5G0Oc1Q2ag0zqZ1r2130nr3vq7CJS6N4qHXr16mZte5+lAME1is2HDBnPTmQw0MY4GLHtzKuzA6GUNcBoEoQ0e7tAAtpwX2e7Siw4NltLAR+2c01HhWtnV6UmqVasmvuycmDNnjlvr6kGknYmFaQh11SntyKZWHDM+akVVp67KjwY46WjrrA4fPmw69+Lj481of22Q0N+YozLoz/S71Ea0nL9ZrdTraJDi+F0WNT2W9eJMO9d1mnsdPa5BzF988UWJzBCovwmVNdOUg+4PnV5Iz3sabBbIdISFBpDpCDit3GsHt04BGejT0Filx5BOVeQOncKlsIESWvHTkWgnTpww2Vl0BFeXLl1M9h5fjqbWC6RFixa5ta4GJxb0HKMdPvp5XTUmFecyWEctaTBXfjSoQiv/Wf39998mkESnw9IsTBUqVDDfs3YMBML5VgPatME0K+3E1IaF4vhdFjWtg+hAIq1j6W9bp9zUTi7NOJ0121JJkV8ZvHbtWikpgw90xLFmodaMqHo8fPrpp+ZaC3n/fjT7vju0ESVnQ7e79DpBz8t63fTnn3+abGL6/7SelDVDi7fplDzuBiZpBriCTpenUzBqW4OrwMbiWgbr9c3rr7/u1roa8KZZt7LSgDjtDDh69Khp6NaOZ23vCIROLT1etJzJObBJfxdazyxu36Un6LGs07drh61+Xh3wqL9vbesoiZkR8iuDtcM30GnHjh73+rvQQSmafU2PCa2XlYQOUKvBKvPnz3c704MG8xSGDrzXdgrNYrp161Yz3aTO7vHRRx+Ztkpf0Tqqtpu6mwFOr+kKQttltW0mt+NT6XmsOAU+ar3B3Sx12gaZs41ZpxXUdiite2gWPK23aTulOzO5+MP5VrPB5+xMLq71KU/QY1mPmTp16pjzh3Zy6rlBj+Wcg1xLgvzK4JLwm3DsBx0Yqm3SOs2u/j70uC8pg8ysBKlpf4U7dHBxYWej0IFCixcvNr9J7UvS7Ic6w5QO2vRl5ma9NtdrNndofV8DvQpC+741+DG/Mrg4XSNqW9LUqVPdWleDm7IOhtOyacuWLeZe26ZuvvlmkyhFj8XC1t+K23kmv+8y0Gm/prYdaRZT/a71WB4xYoT5zQR6n2dBy2BdVhJ+E0rrY9o+pLMx3XLLLWYAgh73xT0o1mY/c/Pm+8EaHbj49NNPy1NPPWXqL5pVVWeGc9wcU2FrXVDPU55E4KMf0EY6TcnrDk0lWpjAR/3RaeU260g8vSjRkac6TZhWNn1Z0Xf382uhVZjAx8TERJcVAMcyfb640SmstMKbnz59+mQLfNQGXg2QddAGJw3W0fW0kdGXQa5FQb8rvTBzNXJBv8/i+F0WpfLly5sAZh294qCPNehi4MCBJrCqpI2sdHzn+R3jgXwRoB33WY97bWTXTsB+/fqZiyFXFwE4QwMg3C2DNItfYRrv9EJcv4es5ZdmSdNzswYy6Ig9X9G6gLufXwMMChr4qNN3aQChv5XBGizhzrQn2siQNfBx3rx52Y5FDYLUupYG2GgZXNAOs+Imr3NpSSiDNYBGg4WzBl9psFvXrl1NY7ROsVLS5FcG63Gk54FAnpJYpxnNOshAG5r1N+Goe+vIdLim0/O6WwZpIEthAh+17NWO+KzTxmrWC/1+tMNWvz9f0UAQdz+/dmwUNPDR3TpycaIdVO7uEx1EkjXwUc/BWctgbWfRoAwtp/VY9PdO+ZJeBmvgsn6PWTvvtA6t368GJc2dO1dKmvyO8UD/TTh+A1mPe+3o1seOunfOwTo4SwfyuHu+1bK0MB3neu2sg92zThurHSM6oO7GG280GSN8+dvRdld3aFlT0Os4fyyDT5065fZvQoOMHYGPWs/X4OOs2aW07qVZeLS+pfU9f58aXb8rx1SKWTnap4vbd1nUtD9J286yti1qxjQNYtaBgDrQs6Qp6WWwDrrRQNiswdsaaKLnBS2DtQ1Ug+7gmrYjuXu+1QznhQl81MHXOlg3a3uEBiroIECtH73xxhs++3q07VSDJ9yh/V0FDXz0xzJY+3Lc/U088sgjzsBH3TeaQTprzIDGAeixqP1COtjS3zOh63flqk+7uH6XRU2/Wz2/Zm0P0nJ31KhRpm6igcwlTX7HuMZEBDItX7VPL+sskHrt66h76zmAmQDhCRp7on3aetNrRw201UyQWifU+DVtt9dEXZ5E4KMf0OmX77jjDrfWLWy2Rw18zJmFRiu/N910k7z44oumAuSrES46Wt/dz1/YSHUt7FxlT3QsK44BUfrdaJa6/OQMwsna6Kv0e3/22WdNh4BmQtDGKX+m35VOa+yKfp/+HlTiTuCj3rLSbKa33367uWDUwMdASmXvDsfx62/HeFHKedxro8Zzzz1nKiAaFKnZp+CaNty6WwYVdiq9rB09DhqsrI1NOiWMdgb5aqqRJk2auP35CzNaRzt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},
"metadata": {
"image/png": {
"height": 540,
"width": 1311
}
},
"output_type": "display_data"
}
],
"source": [
"# Loop variables are prefixed with _ so marimo scopes them to this cell; a bare `ax` at cell\n",
"# top level is a notebook-wide definition and collides with the next figure.\n",
"order = [\"4mji\", \"1oga\", \"1ao7\", \"2nx5\", \"2ak4\"] # featureless -> bulged\n",
"_ms = [mapped(_p, grid=(grid_n.value, grid_n.value // 2), smooth=smooth.value) for _p in order]\n",
"_vmin, _vmax, _cmap = limits(_ms, channel.value)\n",
"\n",
"_CHANNEL_LABEL = {\"h\": \"elevation above the groove floor (Å)\",\n",
" \"phobic\": \"hydropathy (Kyte–Doolittle)\", \"charge\": \"formal charge\"}\n",
"fig_main, _axes = plt.subplots(\n",
" 2, len(_ms), figsize=(2.6 * len(_ms), 5.6),\n",
" gridspec_kw={\"height_ratios\": [1.9, 1.0], \"hspace\": 0.05}, constrained_layout=True)\n",
"\n",
"_HELIX_CODES = [2, 3, 4] # mhc_helix_a1 / a2 / b1\n",
"for _col, (_pid, _m) in enumerate(zip(order, _ms)):\n",
" _im = draw_map(_axes[0, _col], _m, channel.value, _vmin, _vmax, _cmap, SOURCE_CODES)\n",
" _epitope, _label, _cite = CASES[_pid]\n",
" _axes[0, _col].set_title(f\"{_pid} · {_epitope}\\n({_label})\", fontsize=8)\n",
"\n",
" _ax = _axes[1, _col]\n",
" _xs, _mean_h, _pep_frac = cross_profile(_m, SOURCE_CODES)\n",
" _ok = np.isfinite(_mean_h)\n",
" _ax.plot(_xs[_ok], _mean_h[_ok], color=\"0.3\", lw=1.2)\n",
" # Shade where the peptide owns the surface, and mark the helix crest it has to clear.\n",
" _ax.fill_between(_xs, np.nanmin(_mean_h[_ok]), _mean_h, where=_pep_frac > 0.35,\n",
" color=\"#D55E00\", alpha=0.55, lw=0, label=\"peptide\")\n",
" _is_helix = np.isin(_m.source, _HELIX_CODES) & np.isfinite(_m.channels[\"h\"])\n",
" if _is_helix.any():\n",
" _crest = float(np.nanpercentile(_m.channels[\"h\"][_is_helix], 90))\n",
" _ax.axhline(_crest, color=\"#0072B2\", ls=\"--\", lw=0.9, label=\"helix crest\")\n",
" _ax.set_xlim(-16, 16)\n",
" _ax.set_xlabel(\"groove width (Å)\", fontsize=7)\n",
" _ax.tick_params(labelsize=6)\n",
" if _col == 0:\n",
" _ax.set_ylabel(\"elevation (Å)\", fontsize=7)\n",
" _ax.legend(fontsize=6, loc=\"lower left\", frameon=False)\n",
"\n",
"# One shared elevation axis across the profile row, or the panels are not comparable.\n",
"_lo = min(_a.get_ylim()[0] for _a in _axes[1])\n",
"_hi = max(_a.get_ylim()[1] for _a in _axes[1])\n",
"for _a in _axes[1]:\n",
" _a.set_ylim(_lo, _hi)\n",
"_axes[0, 0].set_ylabel(\"peptide N→C (Å)\", fontsize=7)\n",
"# Span both rows so the colourbar does not steal width from the top row alone and leave the\n",
"# two rows misaligned.\n",
"_cb = fig_main.colorbar(_im, ax=_axes.ravel().tolist(), shrink=0.6, pad=0.015)\n",
"_cb.set_label(_CHANNEL_LABEL[channel.value], fontsize=8)\n",
"_cb.ax.tick_params(labelsize=6)\n",
"fig_main"
]
},
{
"cell_type": "markdown",
"id": "Hstk",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"Read the bottom row left to right — it is the one that settles it. Each panel cuts across\n",
"the groove and averages elevation over the peptide's own band; the orange fill is where the\n",
"peptide owns the surface, the dashed line is the MHC helix crest it would have to clear.\n",
"\n",
"For the two featureless epitopes the orange sits in the valley **between** the two helix\n",
"rails and never reaches the dashed line: a TCR coming down meets mostly MHC. `1ao7`'s Tax\n",
"peptide pushes a single spike up (P5-Tyr). The two bulged EBV epitopes put the peptide\n",
"*at or above* the crest across the whole middle of the groove — that is the ridge of seven\n",
"solvent-exposed side chains the crystallographers describe.\n",
"\n",
"Switch the channel control to `phobic` for the other half of why \"featureless\" is not just\n",
"\"flat\": the M1 peptide is greasy *and* buried, so what little of it shows reads hydrophobic,\n",
"while the bulged EBV epitopes present a polar, charged crest."
]
},
{
"cell_type": "markdown",
"id": "nWHF",
"metadata": {
"marimo": {
"md_prefix": "r"
}
},
"source": [
"## The scalars, and how they rank"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "iLit",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
shape: (5, 7)| structure.id | peptide | literature | relief | peak_to_valley | frac_above_ridge | phobic_centre |
|---|
| str | str | str | f64 | f64 | f64 | f64 |
| "4mji" | "TAFTIPSI" | "featureless" | 0.946 | 4.514 | 0.0 | -0.224 |
| "1oga" | "GILGFVFTL" | "featureless" | 1.12 | 6.046 | 0.0 | 1.789 |
| "1ao7" | "LLFGYPVYV" | "intermediate" | 2.232 | 9.36 | 0.149 | -0.447 |
| "2nx5" | "EPLPQGQLTAY" | "bulged" | 2.539 | 8.613 | 0.416 | -1.288 |
| "2ak4" | "LPEPLPQGQLTAY" | "bulged" | 2.716 | 10.95 | 0.758 | -1.786 |
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"stats = (surface_table([maps[p] for p in order])\n",
" .with_columns(pl.col(\"structure.id\")\n",
" .replace_strict({p: CASES[p][1] for p in CASES}).alias(\"literature\"))\n",
" .select(\"structure.id\", \"peptide\", \"literature\", \"relief\", \"peak_to_valley\",\n",
" \"frac_above_ridge\", \"phobic_centre\")\n",
" .with_columns(pl.col(c).round(3) for c in\n",
" (\"relief\", \"peak_to_valley\", \"frac_above_ridge\", \"phobic_centre\")))\n",
"stats"
]
},
{
"cell_type": "markdown",
"id": "ZHCJ",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"`frac_above_ridge` is the one that reads as a definition: the share of peptide surface\n",
"clearing the MHC helix crest. It is **exactly 0** for both featureless epitopes — no part\n",
"of them reaches the rim — and 0.42–0.75 for the bulged ones.\n",
"\n",
"Over all 374 Canonical2026 complexes (230 distinct epitopes) the named cases land where\n",
"they should: `LPEPLPQGQLTAY` **2nd**, `HPVGEADYFEY` (HCMV pp65, also called bulged) **5th**,\n",
"`EPLPQGQLTAY` **8th**; `GILGFVFTL` 139th and `TAFTIPSI` 205th, both at 0.000. Five of the\n",
"eight most-protruding epitopes in the whole set are literature-named bulged HLA-B\\*35\n",
"epitopes.\n",
"\n",
"With two distinct epitopes per group that comparison is a 2-vs-2, so the properly-powered\n",
"evidence is the length trend across all 279 class-I structures: `frac_above_ridge` rises\n",
"0.054 (8-mers) → 0.569 (13-mers), Spearman on `relief` +0.414, p = 5.5e-13."
]
},
{
"cell_type": "markdown",
"id": "ROlb",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"## Do maps of the same epitope look alike?\n",
"\n",
"The map is only useful for comparing epitopes if two structures of the *same* epitope come\n",
"out closer to each other than to a different one. `surface_distance` is SURFMAP's Manhattan\n",
"map metric, normalised over the cells both maps reached."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "qnkX",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"
shape: (2, 3)| comparison | n_pairs | mean map distance |
|---|
| str | i64 | f64 |
| "same epitope" | 36 | 0.939 |
| "different epitope" | 96 | 1.775 |
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"REPLICATES = {\n",
" \"GILGFVFTL\": [\"1oga\", \"2vlj\", \"5isz\", \"5tez\"],\n",
" \"LPEPLPQGQLTAY\": [\"2ak4\", \"3kxf\", \"4jrx\", \"4jry\"],\n",
" \"ELAGIGILTV\": [\"3hg1\", \"3qdg\", \"4jff\", \"5nht\"],\n",
"}\n",
"rep_ids = [p for v in REPLICATES.values() for p in v]\n",
"rep_lab = np.array([k for k, v in REPLICATES.items() for _ in v])\n",
"rep_maps = [mapped(p) for p in rep_ids]\n",
"_ids, dmat = surface_distance(rep_maps, channel=\"h\")\n",
"\n",
"same = rep_lab[:, None] == rep_lab[None, :]\n",
"off = ~np.eye(len(rep_ids), dtype=bool)\n",
"within, between = dmat[same & off], dmat[~same & off]\n",
"dist_summary = pl.DataFrame({\n",
" \"comparison\": [\"same epitope\", \"different epitope\"],\n",
" \"n_pairs\": [int(np.isfinite(within).sum()), int(np.isfinite(between).sum())],\n",
" \"mean map distance\": [round(float(np.nanmean(within)), 3),\n",
" round(float(np.nanmean(between)), 3)],\n",
"})\n",
"dist_summary"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "TqIu",
"metadata": {},
"outputs": [
{
"data": {
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},
"metadata": {
"image/png": {
"height": 372,
"width": 862
}
},
"output_type": "display_data"
}
],
"source": [
"from scipy.cluster.hierarchy import dendrogram, linkage\n",
"from scipy.spatial.distance import squareform\n",
"\n",
"fig_tree, ax_tree = plt.subplots(figsize=(8.5, 3.6), constrained_layout=True)\n",
"# Branches neutral, leaves coloured by epitope: scipy tints clusters from its own palette,\n",
"# which would put a GILGFVFTL clade in the colour this figure's legend assigns to MART-1.\n",
"dendrogram(linkage(squareform(dmat, checks=False), method=\"complete\"),\n",
" labels=list(rep_ids), ax=ax_tree, link_color_func=lambda _k: \"0.45\")\n",
"ax_tree.set_ylabel(\"map distance (elevation)\", fontsize=8)\n",
"ax_tree.tick_params(labelsize=7)\n",
"ax_tree.set_title(\"structures of one epitope cluster together\", fontsize=9)\n",
"# Colour each leaf by its epitope rather than crowding the sequence into the tick label.\n",
"_EP_COLOUR = {\"GILGFVFTL\": \"#0072B2\", \"LPEPLPQGQLTAY\": \"#D55E00\", \"ELAGIGILTV\": \"#009E73\"}\n",
"_by_id = dict(zip(rep_ids, rep_lab))\n",
"for _t in ax_tree.get_xticklabels():\n",
" _t.set_color(_EP_COLOUR[_by_id[_t.get_text()]])\n",
"_handles = [plt.Line2D([], [], color=_c, lw=3, label=_e) for _e, _c in\n",
" ((\"GILGFVFTL (featureless)\", \"#0072B2\"),\n",
" (\"LPEPLPQGQLTAY (bulged)\", \"#D55E00\"),\n",
" (\"ELAGIGILTV (MART-1)\", \"#009E73\"))]\n",
"ax_tree.legend(handles=_handles, fontsize=7, frameon=False, loc=\"upper right\")\n",
"fig_tree"
]
},
{
"cell_type": "markdown",
"id": "Vxnm",
"metadata": {
"marimo": {
"md_prefix": ""
}
},
"source": [
"## Any structure you like\n",
"\n",
"Everything above is `tcren.surface` with no notebook-only code, so point it at your own\n",
"model. `tcren surface -s models/ -o surface.csv --compare dist.csv --svg figs/` does the\n",
"same from the command line, and `tcren.viz.surface2d.render_surface_map` writes the SVG\n",
"version of these panels (hand-built, no matplotlib, every cell carrying its values as\n",
"`data-*` attributes)."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "DnEU",
"metadata": {},
"outputs": [
{
"data": {
"text/markdown": [
"<marimo-text data-initial-value='"1ao7"' data-label='"\u003cspan class=\"markdown prose dark:prose-invert contents\"\u003e\u003cspan class=\"paragraph\"\u003eCanonical2026 id\u003c/span\u003e\u003c/span\u003e"' data-placeholder='""' data-kind='"text"' data-full-width='false' data-disabled='false' data-debounce='true'></marimo-text>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pdb_input = mo.ui.text(value=\"1ao7\", label=\"Canonical2026 id\")\n",
"pdb_input"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ulZA",
"metadata": {},
"outputs": [
{
"data": {
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"
},
"metadata": {
"image/png": {
"height": 378,
"width": 1060
}
},
"output_type": "display_data"
}
],
"source": [
"try:\n",
" m_free = mapped(pdb_input.value.strip())\n",
" fig_free, _axs = plt.subplots(1, 3, figsize=(10.5, 3.9), constrained_layout=True)\n",
" _TITLES = {\"h\": \"elevation (Å)\", \"phobic\": \"hydropathy (Kyte–Doolittle)\",\n",
" \"charge\": \"formal charge\"}\n",
" for _ax, _chan in zip(_axs, (\"h\", \"phobic\", \"charge\")):\n",
" _lo, _hi, _cmap = limits([m_free], _chan)\n",
" _im = draw_map(_ax, m_free, _chan, _lo, _hi, _cmap, SOURCE_CODES)\n",
" _ax.set_title(_TITLES[_chan], fontsize=9)\n",
" _ax.set_xlabel(\"groove width (Å)\", **LABEL_KW)\n",
" plt.colorbar(_im, ax=_ax, shrink=0.72)\n",
" _axs[0].set_ylabel(\"peptide N→C (Å)\", **LABEL_KW)\n",
" fig_free.suptitle(f\"{m_free.structure_id} · {m_free.peptide}\", fontsize=11)\n",
" out_free = fig_free\n",
" stats_free = {k: round(v, 3) for k, v in surface_stats(m_free).items()}\n",
"except Exception as exc: # noqa: BLE001 - a bad id is user input, not a bug\n",
" out_free, stats_free = f\"{type(exc).__name__}: {exc}\", {}\n",
"out_free"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ecfG",
"metadata": {},
"outputs": [
{
"data": {
"application/json": "{\"relief\": \"text/plain+float:2.232\", \"peak_to_valley\": \"text/plain+float:9.36\", \"frac_above_ridge\": \"text/plain+float:0.149\", \"phobic_mean\": \"text/plain+float:-0.061\", \"phobic_centre\": \"text/plain+float:-0.447\", \"charge_mean\": \"text/plain+float:0.031\", \"area_frac_peptide\": \"text/plain+float:0.114\"}"
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"stats_free"
]
}
],
"metadata": {
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3"
},
"marimo": {
"app_config": {
"app_title": "tcren · pMHC surface topography",
"width": "medium"
},
"header": "\"\"\"pMHC surface topography — elevation, charge and hydropathy over the groove.\n\nA marimo notebook — reactive, so moving a control redraws only what depends on it, and plain\nPython, so it diffs and imports like any other module.\n\n marimo edit notebooks/surface_topology.py # explore and change the code\n marimo run notebooks/surface_topology.py # read-only app, controls still live\n\nThis ``.py`` is the source. ``surface_topology.ipynb`` beside it is **generated** from it, with\noutputs, so the docs can render the figures (Sphinx uses ``nbsphinx_execute = \"never\"``):\n\n make -C docs notebooks # or the marimo export it wraps\n\nEverything here comes from `tcren.surface` and `tcren.viz.surface2d` — the same library code a\nscript would use. Needs `data/Canonical2026` (`tcren fetch-data`) and matplotlib\n(`pip install \"tcren[marimo]\"`).\n\nThe point of the notebook is the last section: the epitopes the literature *names* as featureless\nand as bulged, drawn side by side on one colour scale, so the descriptor can be checked by eye\nagainst the papers rather than taken on trust.\n\"\"\"\n\n",
"marimo_version": "0.23.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}