{ "cells": [ { "cell_type": "markdown", "id": "290c36cd", "metadata": {}, "source": [ "# Analyzing the avGFP landscape" ] }, { "cell_type": "markdown", "id": "75582049", "metadata": {}, "source": [ "**WARNING: this example notebook uses an outdated version of the library API. See the documentation for more details.**\nThis example walks through the generation of analysis figures for the avGFP brightness landscape, similar to how they were generate ``Interpretable modeling of genotype-phenotype landscapes with state-of-the-art predictive power''." ] }, { "cell_type": "code", "execution_count": 1, "id": "72df64e5", "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "id": "993607c7", "metadata": {}, "source": [ "## Prepare the model" ] }, { "cell_type": "markdown", "id": "49e08a29", "metadata": {}, "source": [ "First we load the dataset and pre-trained model file. The dataset for avGFP can be generated from the manuscript pipeline found at [https://github.com/usnistgov/lantern/tree/master/manuscript](github.com/usnistgov/lantern/tree/master/manuscript). The pre-trained model parameters are also provided there.\n", "\n", "First, we load the csv dataset and prepare it as a `LANTERN` dataset." ] }, { "cell_type": "code", "execution_count": 2, "id": "8a592e74", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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aaMutationsuniqueBarcodesmedianBrightnessstdsubstitutionsphenotypecv
0NaN36453.7192120.106992NaN1.0304621.0
1SA108D11.301030NaNSA108D-1.2502807.0
2SA108D:SN144D:SI186V:SM231T:SL234P11.301031NaNSA108D:SN144D:SI186V:SM231T:SL234P-1.2502799.0
3SA108D:SY141N:SH146L:SE220G11.301189NaNSA108D:SY141N:SH146L:SE220G-1.2501308.0
4SA108G23.7084780.020613SA108G1.0203388.0
\n", "
" ], "text/plain": [ " aaMutations uniqueBarcodes medianBrightness \\\n", "0 NaN 3645 3.719212 \n", "1 SA108D 1 1.301030 \n", "2 SA108D:SN144D:SI186V:SM231T:SL234P 1 1.301031 \n", "3 SA108D:SY141N:SH146L:SE220G 1 1.301189 \n", "4 SA108G 2 3.708478 \n", "\n", " std substitutions phenotype cv \n", "0 0.106992 NaN 1.030462 1.0 \n", "1 NaN SA108D -1.250280 7.0 \n", "2 NaN SA108D:SN144D:SI186V:SM231T:SL234P -1.250279 9.0 \n", "3 NaN SA108D:SY141N:SH146L:SE220G -1.250130 8.0 \n", "4 0.020613 SA108G 1.020338 8.0 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "\n", "from lantern.dataset import Dataset\n", "\n", "df = pd.read_csv(\"../manuscript/data/processed/gfp.csv\", index_col=0)\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 3, "id": "56737532", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Dataset(substitutions='substitutions', phenotypes=['phenotype'], errors=None)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = Dataset(df)\n", "ds" ] }, { "cell_type": "markdown", "id": "1d180c23", "metadata": {}, "source": [ "Then we setup the `LANTERN` model, and load the pre-trained model parameters." ] }, { "cell_type": "code", "execution_count": 4, "id": "48ba4983", "metadata": {}, "outputs": [], "source": [ "from lantern.model.basis import VariationalBasis\n", "from lantern.model.surface import Phenotype\n", "from lantern.model import Model\n", "\n", "import torch\n", "\n", "K=8\n", "model = Model(\n", " VariationalBasis.fromDataset(ds, K=K),\n", " Phenotype.fromDataset(ds, K=K)\n", ")\n", "\n", "model.load_state_dict(\n", " torch.load(\n", " \"../manuscript/experiments/gfp-brightness/lantern/full/model.pt\",\n", " \"cpu\"\n", " )\n", ")\n", "\n", "model.eval();" ] }, { "cell_type": "markdown", "id": "26b9daa5", "metadata": {}, "source": [ "## Plot the avGFP brightness surface" ] }, { "cell_type": "markdown", "id": "f20bc388", "metadata": {}, "source": [ "We first plot the non-linear surface across $z_1$ and $z_2$ by:\n", "1. Finding the range of values observed for $z_1$ and $z_2$ across the dataset.\n", "2. Building a dense mesh of points covering the range of values in these two dimensions.\n", "3. Predicting the surface at these points\n", "4. Plotting the surface contours" ] }, { "cell_type": "code", "execution_count": 5, "id": "bf48093a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "# find z1, z2\n", "z1, z2 = model.basis.order[:2]\n", "\n", "# get mutations and brightness for all observations\n", "X, y = ds[:len(ds)]\n", "\n", "# get the embedding for all data points\n", "with torch.no_grad():\n", " Z = model.basis(X)\n", "\n", "# to filter outliers, only plot the points within [q/2, 1-q/2] quantile of each latent dimension\n", "q = 0.01\n", "\n", "# number of surface points\n", "N = 100\n", "\n", "# the meshgrid is used for surface plotting\n", "Z1, Z2 = np.meshgrid(\n", " np.linspace(np.quantile(Z[:, z1], q/2), np.quantile(Z[:, z1], 1 - q/2), N),\n", " np.linspace(np.quantile(Z[:, z2], q/2), np.quantile(Z[:, z2], 1 - q/2), N )\n", ")\n", "\n", "# predict the surface at each meshgrid point\n", "Zpred = torch.zeros(N**2, model.basis.K)\n", "Zpred[:, z1] = torch.from_numpy(Z1.ravel())\n", "Zpred[:, z2] = torch.from_numpy(Z2.ravel())\n", "\n", "# predict the surface\n", "with torch.no_grad():\n", " fpred = model.surface(Zpred)\n", " \n", "# scale to original brightness values and reshape for plotting\n", "f = fpred.mean * df[\"medianBrightness\"].std() + df[\"medianBrightness\"].mean()\n", "f = f.reshape(Z1.shape)\n", "\n", "# also scale the data for plotting\n", "y = y * df[\"medianBrightness\"].std() + df[\"medianBrightness\"].mean()" ] }, { "cell_type": "code", "execution_count": 6, "id": "7a639fed", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(3,2), dpi=300)\n", "\n", "im = plt.contourf(Z1, Z2, f, levels=8)\n", "plt.xlabel(\"$z_1$\")\n", "plt.ylabel(\"$z_2$\")\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "id": "042ab4d7", "metadata": {}, "source": [ "Next, we add the scatter of measured datapoints for comparison, coloring them by their measured value." ] }, { "cell_type": "code", "execution_count": 7, "id": "54939651", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(3,2), dpi=300)\n", "\n", "im = plt.contour(Z1, Z2, f, levels=8)\n", "plt.scatter(Z[:, z1].numpy(), Z[:, z2].numpy(), c = y, alpha=0.8, s=0.3, rasterized=True)\n", "\n", "# re-apply the limits\n", "plt.xlim(np.quantile(Z[:, z1], q/2), np.quantile(Z[:, z1], 1 - q/2))\n", "plt.ylim(np.quantile(Z[:, z2], q/2), np.quantile(Z[:, z2], 1 - q/2))\n", "\n", "plt.xlabel(\"$z_1$\")\n", "plt.ylabel(\"$z_2$\")\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "id": "b4148d1f", "metadata": {}, "source": [ "## Highlighting mutations in the surface" ] }, { "cell_type": "markdown", "id": "e1d05e70", "metadata": {}, "source": [ "To highlight specific mutations in the surface, we find the mutation effect vectors in the matrix $W$ and plot them over the surface contour. We re-calculate the contour predictions on the more narrow focused region around the origin. The mutations shown here are previously identified stabilizing substitutions for the blue fluorescent derivative of avGFP (BFP)." ] }, { "cell_type": "code", "execution_count": 8, "id": "f559d5e6", "metadata": {}, "outputs": [], "source": [ "# BFP stabilizing mutations\n", "subs = [\"SY143F\", \"SS63T\", \"SH229L\",'SY37N', 'SN103T', 'SY143F', 'SI169V', 'SN196S', 'SA204V']\n", "labels = [s[1:] for s in subs]\n", "ind = [ds.tokenizer.tokens.index(s) for s in subs]" ] }, { "cell_type": "code", "execution_count": 9, "id": "073917e4", "metadata": {}, "outputs": [], "source": [ "# Get average mutation effects\n", "W = model.basis.W_mu.detach().numpy()" ] }, { "cell_type": "code", "execution_count": 10, "id": "cd936914", "metadata": {}, "outputs": [], "source": [ "# rebuid the surface in a focused region\n", "Z1, Z2 = np.meshgrid(\n", " np.linspace(-1.7, 2.6, N),\n", " np.linspace(-0.6, 0.3, N )\n", ")\n", "\n", "# predict the surface at each meshgrid point\n", "Zpred = torch.zeros(N**2, model.basis.K)\n", "Zpred[:, z1] = torch.from_numpy(Z1.ravel())\n", "Zpred[:, z2] = torch.from_numpy(Z2.ravel())\n", "\n", "# predict the surface\n", "with torch.no_grad():\n", " fpred = model.surface(Zpred)\n", " \n", "# scale to original brightness values and reshape for plotting\n", "f = fpred.mean * df[\"medianBrightness\"].std() + df[\"medianBrightness\"].mean()\n", "f = f.reshape(Z1.shape)" ] }, { "cell_type": "code", "execution_count": 11, "id": "c1481fa6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$z_2$')" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(3, 2), dpi=300)\n", "\n", "plt.contour(Z1, Z2, f, levels=8)\n", "\n", "for i in ind:\n", " _z = W[i, [z1, z2]]\n", " plt.arrow(\n", " 0,\n", " 0,\n", " _z[0],\n", " _z[1],\n", " color=\"C{}\".format(ind.index(i)),\n", " label=\"+{}\".format(labels[ind.index(i)]),\n", " length_includes_head=True,\n", " width=0.01,\n", " )\n", "\n", "fig.legend( \n", " ncol=1, \n", " bbox_to_anchor=(1.01, 0.9),\n", " loc=\"upper left\", \n", " borderaxespad=0.0, \n", ")\n", "\n", "plt.xlabel(\"$z_1$\")\n", "plt.ylabel(\"$z_2$\")" ] }, { "cell_type": "markdown", "id": "b36fa9cd", "metadata": {}, "source": [ "## Mutational effect distribution" ] }, { "cell_type": "markdown", "id": "3b7fcc51", "metadata": {}, "source": [ "To plot the distribution of effects learned by LANTERN in the two highest relevant dimension ($z_1$ and $z_2$), we compute the angle of each mutational effect vector and plot their histogram." ] }, { "cell_type": "code", "execution_count": 12, "id": "e07dcfa1", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(2, 2), dpi=300)\n", "ax = plt.subplot(111, polar=True)\n", "\n", "# \"y\" is the first argument to arctan2\n", "theta = np.arctan2(W[:, z2], W[:, z1])\n", "\n", "H, edges = np.histogram(theta, bins=80, density=True)\n", "\n", "ax = plt.subplot(111, polar=\"true\")\n", "\n", "# offset the bottom of the histogram\n", "bottom = H.max() * 0.5\n", "\n", "bars = ax.bar(\n", " edges[1:],\n", " H,\n", " width=edges[1:] - edges[:-1],\n", " bottom=bottom,\n", " zorder=100,\n", ")\n", "ax.set_yticklabels([])\n", "\n", "for h, b in zip(H, bars):\n", " b.set_edgecolor(\"k\")" ] }, { "cell_type": "markdown", "id": "ba9c6ea6", "metadata": {}, "source": [ "## Model dimensions" ] }, { "cell_type": "markdown", "id": "6c101c4c", "metadata": {}, "source": [ "To determine the dimensionality of the model, we find the highest $i$ such that $\\log_{10} \\sigma^2_k / \\sigma^2_{k+1} > 1$. In other words, the lowest variance dimension that has at least a ten-fold increase in variance over the previous. This heuristic was sufficient to determine the correct landscape dimension for simulated data (see manuscript for more details). We show how to plot the fold change of dimensions, highlighting those that are included with this procedure." ] }, { "cell_type": "code", "execution_count": 13, "id": "a09d9bc9", "metadata": {}, "outputs": [], "source": [ "# get basis dimension variances (inverse precision)\n", "qalpha = model.basis.qalpha(detach=True)\n", "sigmak = 1 / qalpha.mean[model.basis.order].numpy() # sort by the determined z1, z2, ..." ] }, { "cell_type": "code", "execution_count": 14, "id": "a447445d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fold = (sigmak[:-1] / sigmak[1:])[::-1]\n", "thresh = 1\n", "\n", "# find the first dimension where at least a ten-fold change occurs\n", "select = (np.where(np.log10(fold) > thresh)[0]).min()\n", "\n", "\n", "plt.figure(figsize=(3, 2), dpi=300)\n", "plt.plot(fold, marker=\"o\")\n", "plt.scatter(range(select, K-1), fold[select:], facecolors=\"none\", s=100, edgecolors=\"C0\")\n", "plt.xticks(range(K-1), [f\"z{K-k-1}\" for k in range(K-1)])\n", "plt.ylabel(\"fold-change\")\n", "plt.axhline(10**thresh, c=\"r\", ls=\"--\")\n", "\n", "plt.semilogy()" ] }, { "cell_type": "markdown", "id": "ce90477c", "metadata": {}, "source": [ "We can also review the variance of each dimension directly. First looking at the total variance for each dimension:" ] }, { "cell_type": "code", "execution_count": 15, "id": "9838c8b2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$\\\\sigma^2_k$')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(3, 2), dpi=300)\n", "plt.plot(np.arange(1, model.basis.K+1), sigmak, marker=\"o\")\n", "plt.semilogy()\n", "\n", "plt.xlabel(\"dimension\")\n", "plt.ylabel(\"$\\sigma^2_k$\")" ] }, { "cell_type": "markdown", "id": "1e54ac93", "metadata": {}, "source": [ "And also as a percentage of total variance for the mutational effect space:" ] }, { "cell_type": "code", "execution_count": 16, "id": "f2eca042", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '% total variance')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(3, 2), dpi=300)\n", "plt.plot(np.arange(1, model.basis.K+1), sigmak / sigmak.sum(), marker=\"o\")\n", "plt.semilogy()\n", "\n", "plt.xlabel(\"dimension\")\n", "plt.ylabel(\"% total variance\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 5 }