{ "cells": [ { "cell_type": "markdown", "id": "2aa09e30-bcdc-4c31-8758-84e3d60edc1e", "metadata": { "tags": [] }, "source": [ "Cones in the shadow of retinal blood vessels\n", "--------------------------------------------\n", "\n", "Cones in the shadow of retinal blood vessels have altered spectral sensitivity functions due to prereceptoral filtering of incident light by hemoglobin. [Spitschan et al., (2015)](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0124328) targeted these so-called 'penumbral' cones with silent substitution stimuli to elicit the [entopic percept of a purkinje tree](https://en.wikipedia.org/wiki/Entoptic_phenomenon) in the observer. Basically, they saw their own retinal blood vessels, like when you go to the opticians and they shine that bright light in your eye, or when you move a candle leftwards and rightwards before your eye in a dark room whilst holding your gaze still. \n", "\n", "The stimulation device used by [Spitschan et al., (2015)](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0124328) had 56 narrowband primaries. We include a somewhat idealised version of the calibration spectra in *PySilSub*'s package data. " ] }, { "cell_type": "code", "execution_count": 1, "id": "d72df9b9-4d9c-44cc-9c29-a6ac450d8f17", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pysilsub import problems\n", "\n", "\n", "# Get the OneLight stimulation device from package data.\n", "ssp = problems.SilentSubstitutionProblem.from_package_data('OneLight')\n", "ssp.plot_calibration_spds(legend=False);" ] }, { "cell_type": "markdown", "id": "272c702a-7854-4cfb-a0d3-88e8d41b3e51", "metadata": {}, "source": [ "Now, to create action spectra for penumbral cones, we need an estimate of the retinal hemoglobin transmittance spectrum. This is easily obtained from `pysilsub.precep`, but to learn more about the theory behind the calculations, refer to [Spitschan et al., (2015)](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0124328), then [read this page](https://omlc.org/spectra/hemoglobin/), and then [look at the code](https://github.com/PySilentSubstitution/pysilsub/blob/main/pysilsub/precep.py#L25)." ] }, { "cell_type": "code", "execution_count": 2, "id": "164ec9c3-be4a-4161-b818-9086d11fc962", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from pysilsub import preceps\n", "\n", "\n", "# Get hemoglobin absorptances for display purposes. These\n", "# are in molar extinction units, which I would probably know\n", "# more about if I didn't drop chemistry at college.\n", "hgb = preceps.get_hemoglobin_absorptances()\n", "\n", "# Get retinal hemoglobin transmittance spectrum, assuming a vessel\n", "# oxygenation fraction of 85% and thickness of 5 micrometers.\n", "hgb_transmittance = preceps.get_retinal_hemoglobin_transmittance(\n", " wavelengths=(380, 781, 1),\n", " vessel_oxygenation_fraction=.85,\n", " vessel_overall_thickness_um=5\n", ")\n", "\n", "# Plot the absorptances and transmittance spectrum.\n", "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", "hgb.plot(ax=axs[0], color=['black', 'red'], ylabel='cm$^{-1}$/M')\n", "hgb_transmittance.plot(ax=axs[1], ylabel='Retinal HGb transmittance');" ] }, { "cell_type": "markdown", "id": "15e25a74-187c-47e9-8281-e50e59bea2a1", "metadata": {}, "source": [ "Above we can see that the absorptance spectra of oxy- and deoxy-hemoglobin differ. For an overall transmittance spectrum of retinal hemoglobin, we must factor in the thickness and oxygenation fraction of retinal blood vessels. The parameters used above are taken from [Spitschan et al., (2015)](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0124328), but ultimately there is some guesswork involved here.\n", "\n", "Now that we have the transmittance spectrum for retinal hemoglobin we can create spectral sensitivity functions for penumbral cones. This is done by multiplying the original action spectra for S-, M- and L-cones by the retinal HGb transmittance spectrum and then dividing each by the maximum value to renormalise. " ] }, { "cell_type": "code", "execution_count": 3, "id": "dbab0ce1-12c0-467a-afb3-bcafa8b9e323", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Assigned new (probably not suitable) colors for action spectra.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pysilsub import observers\n", "\n", "# Get the CIE 'standard observer'.\n", "observer = observers.ColorimetricObserver()\n", "\n", "# Multiply the spectral sensitivities (stored in a pandas DataFrame)\n", "# by the HGb transmittance spectrum, divide by maximum, and assign a new label. \n", "penumbral_cones = observer.action_spectra[['sc', 'mc', 'lc']].mul(\n", " hgb_transmittance, axis=0)\n", "penumbral_cones = penumbral_cones / penumbral_cones.max()\n", "penumbral_cones.columns = [receptor + '*' for receptor in penumbral_cones.columns]\n", "\n", "# Override list of photoreceptors and colors used for plotting.\n", "# We add a '*' to denote the action spectra for penumbral cones.\n", "observer.action_spectra = observer.action_spectra.join(penumbral_cones)\n", "observer.photoreceptors = observer.action_spectra.columns.tolist()\n", "observer.photoreceptor_colors.update(\n", " {\n", " \"sc*\": \"darkblue\",\n", " \"mc*\": \"darkgreen\",\n", " \"lc*\": \"darkred\"\n", " }\n", ")\n", "\n", "# Plot action spectra\n", "observer.plot_action_spectra(figsize=(8, 3));" ] }, { "cell_type": "markdown", "id": "54c2ca3d-4b32-4e99-aac2-8a4e183f3156", "metadata": {}, "source": [ "Great, we now have an `observer` class with additional action spectra for penumbral cones. In [Spitschan et al., (2015)](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0124328), the purkinje tree percept was most evident when `mc*` and `lc*` photoreceptors were jointly stimulated at a modulation frequency of 16 Hz. \n", "\n", "Let's find the required device inputs for the background and modulation spectra." ] }, { "cell_type": "code", "execution_count": 4, "id": "16e15251-96c7-4b77-97f5-555bb04ea295", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: OneLight\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh', 'mel']\n", "Silencing: ['sc', 'mc', 'lc', 'sc*']\n", "Targeting: ['mc*', 'lc*']\n", "Target contrast: [ 0.013 0.013]\n", "Background: [0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5]\n", "\n", "\n" ] } ], "source": [ "# Assign our custom observer with the penumbral cone action spectra.\n", "ssp.observer = observer\n", "\n", "# Define the problem. We will ignore rods and melanopsin, minimize \n", "# contrast on S-, M-, and L-cones, as well as penumbral S-cones. \n", "# We will target penumbral M- and L-cones with 1.3% contrast, \n", "# which is the maximum available in this example. The background \n", "# spectrum is all primaries at half-maximum.\n", "ssp.ignore = ['rh', 'mel']\n", "ssp.silence = ['mc', 'lc', 'sc', 'sc*']\n", "ssp.target = ['mc*', 'lc*']\n", "ssp.target_contrast = .013\n", "ssp.background = [.5] * ssp.nprimaries\n", "ssp.print_problem()" ] }, { "cell_type": "markdown", "id": "370e364a-81d0-46dc-9fa1-e8172c66dbb0", "metadata": {}, "source": [ "Finally, a solution..." ] }, { "cell_type": "code", "execution_count": 5, "id": "1345eed4-3054-4f25-85b3-14a7143ab731", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Primary inputs for background spectrum:\n", "[128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128, 128]\n", "Primary inputs for modulation spectrum:\n", "[128, 129, 131, 137, 143, 145, 140, 128, 113, 102, 97, 100, 111, 129, 149, 171, 193, 216, 237, 249, 238, 192, 121, 52, 23, 45, 91, 119, 104, 69, 62, 103, 163, 196, 196, 179, 160, 145, 135, 129, 126, 125, 125, 125, 126, 126, 127, 127, 127, 127, 127, 128, 128, 128, 128, 128]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Find solution with linear algebra.\n", "solution = ssp.linalg_solve()\n", "_ = ssp.plot_solution(solution)\n", "\n", "# Display the native device inputs for the background and\n", "# modulation spectra.\n", "print('Primary inputs for background spectrum:')\n", "print(ssp.w2s(ssp.background))\n", "print('Primary inputs for modulation spectrum:')\n", "print(ssp.w2s(solution))" ] }, { "cell_type": "markdown", "id": "20996c65-dde5-40cb-9017-7bb3eee4cc64", "metadata": {}, "source": [ "Look closely at the solution depicted above. The `mc*` and `lc*` stimuli have slightly higher contrast for the modulation spectrum, whereas the other photoreceptors (barring rods and melanopsin, which we ignored) are the same. Alternating between these spectra at 16 Hz should cause the observer to experience the entopic Purkinje tree percept. I experienced this myself at the the Vision Sciences Society conference in 2015—a sight to behold!" ] } ], "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }