{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Measuring Plasmon Resonance Shift in Gold Nanoparticles in Water" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Objective" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the bundled dataset, `aunps_water()`, we measure the surface plasmon resonance shift when adding gold nanoparticles to water, then adding the protein, Bovine Serum Albumin." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Environment Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Configure notebook style (see NBCONFIG.ipynb), add imports and paths. The **%run** magic used below **requires IPython 2.0 or higher.**" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "#%run NBCONFIG.ipynb\n", "%pylab inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Step 1: Import some Data from csv" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['dti', 'd', 'h', 'm', 'us', 's', 'ms', 'intvl', 'ns']\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/adam/Enthought/Canopy_32bit/User/lib/python2.7/site-packages/pytz/__init__.py:29: UserWarning: Module argparse was already imported from /home/adam/Canopy/appdata/canopy-1.4.0.1938.rh5-x86/lib/python2.7/argparse.pyc, but /home/adam/Enthought/Canopy_32bit/User/lib/python2.7/site-packages is being added to sys.path\n", " from pkg_resources import resource_stream\n" ] }, { "data": { "text/html": [ "

Gold Nanoparticles in Water (5 X 5)         [timestamp X nanometers]        Iunit: Counts (photons)

Baseline: Found (no sub)        Reference: Found        Normalization: None


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2013-02-04 15:40:482013-02-04 15:41:342013-02-04 15:42:202013-02-04 15:43:062013-02-04 15:43:52
200 305.53 306.31 305.23 305.17 307.22
201 311.67 313.43 312.75 314.12 314.88
202 318.09 319.56 319.12 319.51 319.13
203 323.47 324.90 322.34 324.48 325.61
204 340.97 340.09 340.86 342.99 341.78
\n", "
" ], "text/plain": [ "*Gold Nanoparticles in Water*\t[timestamp X nanometers]\tIunit: Counts (photons)\n", "\n", "Baseline: Found (no sub)\tReference: Found\tNormalization: None\n", "\n", " 2013-02-04 15:40:48 2013-02-04 15:41:34 2013-02-04 15:42:20 \\\n", "200 305.53 306.31 305.23 \n", "201 311.67 313.43 312.75 \n", "202 318.09 319.56 319.12 \n", "203 323.47 324.90 322.34 \n", "204 340.97 340.09 340.86 \n", "\n", " 2013-02-04 15:43:06 2013-02-04 15:43:52 \n", "200 305.17 307.22 \n", "201 314.12 314.88 \n", "202 319.51 319.13 \n", "203 324.48 325.61 \n", "204 342.99 341.78 ID: 190960556" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from skspec.data import aunps_water\n", "\n", "ts = aunps_water()\n", "ts.iloc[0:5, 0:5]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:skspec.core.spectra:Spectrum does not have subtracted baseline; could affect result in specious absorbance data.\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEZCAYAAACNebLAAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd4FNXex79ntiebHnpvoSPVijp6EbB7bffae33F3hBL\n", "FFQQ0Aui0kQ6KogIhF6WTqghhBBII6T3ttk+57x/zEbWkLJJJplNmM/z7LMzZ075npnd85vTAQUF\n", "BQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQUFBQWFK4anAeyr5boJwHPNosT3\n", "eAzAVi/8RQJYJnHaEwEskDhOhVYKJ7cABZ/mvwCiAZgB5AI4DOAVieJm7k91RAKgAB7ycFO73bpK\n", "lH5z0R2ibs//2goA47wIW9P9aQxfA3ihAeGuA1AGgHi4LajB7Scv4qMAejZAh0IzohgIhZp4B8D/\n", "AEwD0M79eRnADQC0zZB+EYDP0bJ/o2qPY1Kjr5ppSJim4hjEZzHCw+1GAOnVuO3xMs6G5k9dtxcF\n", "KWjJfz6FpiMIYuH8CoC1ACrc7jEAHgfg8PC3FEAegAsAJqHmP/1tABIAlAD43u2vJr8MwBZ3Oo/X\n", "4OdOACcBlAK4COAzj2vdIb6hPgkgDUA+gI88rusgGr9M9+c7XDJ6PIAMiE0x+QBSATxaz3Sfdae7\n", "E5cKyxKIb9vX4vLmt4EAtgMoBJDjTrs6rgVwEEAxxGdxs8e1pwEku9NIqaLZk0hcaraq1FvTffLE\n", "CbEGeZP7vC0ADYDfq7hFANgL4GoAh9xasyA+c43b31739ykA5bhUU7zLna9iAAcADPZI/wKA9wHE\n", 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"metadata": {}, "output_type": "display_data" } ], "source": [ "ax = ts.plot()\n", "ts.reference = 0\n", "ts.varunit = 's'\n", "ts.baseline.T.plot(color='k', ls='--', ax=ax)\n", "ts.reference.T.plot(color='magenta', ls = '--', ax=ax);" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "CRITICAL:skspec.core.spectra:Subtracting baseline, but may not have all: elements being equal. Fix index\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAZQAAAEZCAYAAACw69OmAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXl8HHX9/59z7JHsZnO3TZO26X0fHIVwtAyHWOT0iHh9\n", "/aKo8PWIqIjaIgQUFY0HgtoCalVQlEN+CLTcA8h9ny2lF6W00NIjd/aYmd8fn12y2Wazk3Q3s8nO\n", "8/H4PHZnPtdrJpt5z+d6f8DFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXFxcXF\n", "xcXFxWWEcA7w6ADxOnDusCjJPz4L3GMjXTPwtyzX/QPguiyX6eKSl8hOC3Dpw6eAp4AO4D3gSeD/\n", "slS2FQ/90QyYQGPSOTV+bmKW6h8u6hG6k3/bNwIftpE33f05GH4KfHkI+Y4C2gAp6dx1ac79wUZ5\n", "JjBlCDpcXGzjGpT84TvAb4ArgbHxcD5wDOAdhvr3Apcxsn8TatJ3KW2q9AwlT654FvG3OCzp3BLg\n", "7X7OPWyzzKFen5o5iYvLyH54jCZKEQ/z/wNuAzrj518EPgdEktL9FdgFbAVWkP4h8SFgPbAfuDqe\n", "Ll1aC1gbr+dzadKcCrwAtALbgEuT4uoRb8CfB94CdgPLk+J9CGP5Tjz8ml4jqQHbEV1Du4EtwGcG\n", "We8X4/U+QO/DdT/ibb6BA7sD5wL3AXuAd+N190cD8DiwD/G3OC4p7hxgU7yOzSmak2mmtxstoTfd\n", 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"metadata": {}, "output_type": "display_data" } ], "source": [ "aunps = ts.nearby[400:700]\n", "aunps.plot(kind='waterfall', cmap='seismic', cbar=True)\n", "aunps.name='SPR peak of nanoparticles'" ] }, { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "### Let's cut out curves based on the value of their max values. If the max absorbance is less than 0.10 absorbance units." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYUAAAEZCAYAAAB4hzlwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd8HMXd/z9brt+pd9mWbNmSLBdsDAZiyiJKKA4QWigi\n", "mCSQBgQChJAnCQICT0LJAz9IoxpwqC4Uube10dnYuMg2Lrjh3iRZlnQ6Xdnd+f0xJ3yWT9LptKc9\n", "SfN+vfZ1Nzvts1fmu/Od2RmAwWAwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAY\n", "UTAVwFM6lfUWgOMAvtSpvL7CYwBeiyLdVOj3WTN6Gd5oAYw+wfkAVgA4AaAeQDWAs0JxUwCoAJoB\n", "NAJYD+DqUJwEQAvFNQHYDuCeXtLcHhI6esoFAC4FkAfgXB3KS1QkAPvbnftfAHdHkVevz5phAMwo\n", "MLoiCUAVgJcApALIB/AEAH9YGjcAF4AUAG8A+Cj0HgAOhuKSAPwGwD8BjOoN4RHgdCijAMAeAD4d\n", "ykpURB3K0OOzZhgAMwqMrigGvev7MPTqA7AQwKawNG0NAAF1rdgADItQ1lzQnsbIDuoqBO1Z3A1q\n", "TA4BeKhdPb8HsBNAXUhTalj8xwAOg/ZolgEo66AeF4ClAF7sID4PwGchrTsA/Cx0/qeg7pPzQHs/\n", 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{}, "output_type": "display_data" } ], "source": [ "mask = aunps.max() > 0.1\n", "aunps_cut = aunps[aunps.columns[mask]]\n", "aunps_cut.plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plasmon Resonance Shift" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYEAAAEZCAYAAABxbJkKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJztnXvcHVV577+5ACEh4Rrul3CTAiogCCpQlwdBKopaT1vE\n", "1hO1KFWrHhGtxZbX9pxKod4VtQrGI0pbrTe8FAKyCyKgQgLINQkJdxAhhIQ75D1/PLOd9U5m9p6Z\n", "PTNr9t6/7+ezP+9c1qz125Od9axnXZ4FQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIMXJ0gLdn\n", "3NsVWAtMi863Ay4DHgXOql1Zfo4EbgktQgghinIE8AvgEeAh4OfAIdG9hcBzWCW8BlgCHBfdc8D6\n", "6N6jwG3AO0pquBR4W860fwd8xzvvkG1A6mQ9sEeAcsWIMT20ADHWzAN+BHwG2BLYCfgY8JSX5gpg\n", 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to the spectra" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As an excercise, we can add some noise to the spectra," ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAV0AAADtCAYAAAAcNaZ2AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsfXl8FPX9/jPnXsnmhABCQK4ASQBRQFQEbxG1HrUWb633\n", "We2339Zq1bZfv7b2Z7XHV6tWa+tRq1K8Qaso3jfk4EowJEAm5Cab7DUzO/P74/2Z7GTZ3ewmG8C6\n", "z+uVFyE7OzM7O/N83p/353k/byCLLLLIIossssgiiyyyyCKLLLLIIossssgiiyyyyCKLLLLIIoss\n", "ssgiiyyyyCKLLLLIIossssgiiyyyyCKLLLLIIosssshiX+IJAL/K0L7+CqALwCcZ2t83BbcCeDSF\n", "7Z5A5q51FvsY/P4+gSwAAEcB+AjAHgCdAD4AcBh77RIAEQC9AHoArAewnL22FIDBXvMBqANw5T46\n", "51iY7Ge4WAzgeADjAByegf0dqFgKYGfM3+4BcEUK783Utc5iPyBLuvsfXgCvAvg9gAIABwH4BYCw\n", "bZsPAeQCyAfwGIDn2O8A0Mxe8wK4CcCDAMr3xYnHAZeBfUwE0AgglIF9HagQM7CPTFzrLPYDsqS7\n", "/zEdFLX8k/0bAvBvADW2bawHzARNvV0AJsfZ12pQpDwzwbEmgSLjK0BkrQD4UcxxfgpgG4AOdk4F\n", 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"text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYIAAAEhCAYAAABycqfJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXmYHEX5+D81x861Rw7CkISw4RYiEO7DCMMdBBEEFFEE\n", "Eb4KAnIJiCIROZRDARFBg9zwU0Dw4oYExIMjnC4QubKAgUmyOXbn6pnprt8fbw/Tu5nZc2ZnE+rz\n", "PP1Md3V39ds93fVWvfXWW2AwGAwGg8FgMBgMBoPBYDAYDAaDwWAwGAwGg8FgMBgMBoPBYDAYKuAA\n", "GzVaiLWI6cgz9Q3z/O8Dv62ZNL2ZBLwOhOqUv2F4bA38o9FCGBrDfGA50NRgOdZGRbAT8ACwAugC\n", "ngGOHaVrT2fwiiABvF9PYfpwJXC2ZzsE/A5YBXwInD7A+UcBnUAKuA8YP4K8BmIesAToRpTXCZ59\n", "CeQZ93iWoz37bwYsz75uQLn7NgP+5ObdBTzkplVjoPuaCSwA0sDzwDaDvcE+/A04aJjnGtZQpgMZ\n", "4A3g8MaKMiRF4K+nIDViV+Tj/x4wwU3bDvh/w8grMMg0L9MZm4ogBCwFpnjSLgWeBNqATyEF3f5V\n", "zp+BFKizgBhwB3DXMPMaDFsBQXd9JyAHbO5uJ+j/ud0EXFhl347AN4BxyH95IaJoqtHffTUhivG7\n", "rqynAIs8cg+Fo4C/DOM8wxrMj4A/Az9g9T//c0AH8tF9AJzhpv+H3jWGILAMqYFMRwqfryMv5lLg\n", 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"cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":0: FutureWarning: IPython widgets are experimental and may change in the future.\n" ] } ], "source": [ "from skspec.interact import SpectraModel, SpectraGui\n", "\n", "specmodel = SpectraModel(spec=aunps)\n", "gui = SpectraGui(model=specmodel)\n", "gui" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gui.tight_layout() #Formats gui layout" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
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This notebook is free for redistribution. If citing, please reference as:

\n", "- *Hughes, A. (2012). [A Computational Framework for Plasmonic Nanobiosensing](https://www.researchgate.net/publication/236672995_A_Computational_Framework_for_Plasmonic_Nanobiosensing). Python in Science Conference [SCIPY].* \n", "\n", "\n", "

Questions or Feedback?

\n", "\n", "* skspec@groups.google.com\n", "* hugadams@gwmail.gwu.edu \n", "* twitter:
@hughesadam87\n", "* Mark Reeves Biophysics Group\n", "\n", "\n", "\n", "\n", "

References:

\n", "\n", "* [1] : **REF 1**\n", "* [2] : **REF 2**\n", "\n", "\n", "\n", "\n", "\n", "

Related:

\n", "\n", " * skspec: Exploratory Spectral Data Analysis\n", " * pyparty: Image Analysis of Particles\n", " * Lorena A. Barba (GWU Engineering)\n", " * xray: extended arrays for scientific datasets\n", "\n", "\n", "\n", "

Notebook styling ideas:

\n", "\n", "* Louic's web blog\n", "* Plotly\n", "* Publication-ready the first time: Beautiful, reproducible plots with Matplotlib\n", "\n", "
\n", "
" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }