diff --git a/0001-Use-MathJax-TeX-fonts-rather-than-STIXWeb.patch b/0001-Use-MathJax-TeX-fonts-rather-than-STIXWeb.patch
new file mode 100644
index 0000000..54fdd1d
--- /dev/null
+++ b/0001-Use-MathJax-TeX-fonts-rather-than-STIXWeb.patch
@@ -0,0 +1,49 @@
+From d049b9309cf682c777a974d69bfa83f1abe5ad35 Mon Sep 17 00:00:00 2001
+From: Jonathan Underwood <jonathan.underwood@gmail.com>
+Date: Sat, 26 May 2018 21:15:14 +0100
+Subject: [PATCH] Use MathJax TeX fonts rather than STIXWeb
+
+---
+ notebook/static/notebook/js/main.min.js     | 6 +++---
+ notebook/static/notebook/js/mathjaxutils.js | 6 +++---
+ 2 files changed, 6 insertions(+), 6 deletions(-)
+
+diff --git a/notebook/static/notebook/js/main.min.js b/notebook/static/notebook/js/main.min.js
+index a2c5832..1d1ccee 100644
+--- a/notebook/static/notebook/js/main.min.js
++++ b/notebook/static/notebook/js/main.min.js
+@@ -28427,10 +28427,10 @@ define('notebook/js/mathjaxutils',[
+                 // we use CSS to left justify single line equations in code cells.
+                 displayAlign: 'center',
+                 "HTML-CSS": {
+-                    availableFonts: [],
++                    availableFonts: ["TeX"],
+                     imageFont: null,
+-                    preferredFont: null,
+-                    webFont: "STIX-Web",
++                    preferredFont: "TeX",
++                    webFont: "TeX",
+                     styles: {'.MathJax_Display': {"margin": 0}},
+                     linebreaks: { automatic: true }
+                 },
+diff --git a/notebook/static/notebook/js/mathjaxutils.js b/notebook/static/notebook/js/mathjaxutils.js
+index 20dbfa9..c1020d4 100644
+--- a/notebook/static/notebook/js/mathjaxutils.js
++++ b/notebook/static/notebook/js/mathjaxutils.js
+@@ -26,10 +26,10 @@ define([
+                 // we use CSS to left justify single line equations in code cells.
+                 displayAlign: 'center',
+                 "HTML-CSS": {
+-                    availableFonts: [],
++                    availableFonts: ["TeX"],
+                     imageFont: null,
+-                    preferredFont: null,
+-                    webFont: "STIX-Web",
++                    preferredFont: "TeX",
++                    webFont: "TeX",
+                     styles: {'.MathJax_Display': {"margin": 0}},
+                     linebreaks: { automatic: true }
+                 },
+-- 
+2.17.0
+
diff --git a/python-notebook.spec b/python-notebook.spec
index 415c89f..81b17e7 100644
--- a/python-notebook.spec
+++ b/python-notebook.spec
@@ -12,12 +12,16 @@ Version:        5.5.0
 # upstream version, like 1.2.3rc1
 %global uversion %{version}%{tag}
 
-Release:        2%{tag}%{?dist}
+Release:        3%{tag}%{?dist}
 Summary:        A web-based notebook environment for interactive computing
 License:        BSD
 URL:            http://jupyter.org
 Source0:        https://files.pythonhosted.org/packages/source/n/%{pypi_name}/%{pypi_name}-%{uversion}.tar.gz
 
+# Patch to use the TeX fonts from the MathJax package rather than STIXWeb
+# See BZ: 1581899, 1580129
+Patch0:         0001-Use-MathJax-TeX-fonts-rather-than-STIXWeb.patch
+
 BuildArch:      noarch
 
 BuildRequires:  python2-setuptools
@@ -100,7 +104,7 @@ Obsoletes:      python-ipython-%{pypi_name} < 4
 
 Requires:       fontawesome-fonts
 Requires:       fontawesome-fonts-web
-#Requires:       mathjax >= 2.6
+Requires:       mathjax >= 2.6
 Requires:       js-backbone >= 1.2
 Requires:       js-marked >= 0.3
 Requires:       js-moment >= 2.8
@@ -126,7 +130,7 @@ Provides:       bundled(requirejs-plugins) = 1.0.3
 Provides:       bundled(text-encoding) = 0.1
 Provides:       bundled(xterm.js) = 2.9.2
 # See https://bugzilla.redhat.com/show_bug.cgi?id=1580129
-Provides:       bundled(mathjax) = 2.6
+#Provides:       bundled(mathjax) = 2.6
 
 %description -n python2-%{pypi_name} %_description
 
@@ -169,7 +173,7 @@ Provides:       bundled(requirejs-plugins) = 1.0.3
 Provides:       bundled(text-encoding) = 0.1
 Provides:       bundled(xterm.js) = 2.9.2
 # See https://bugzilla.redhat.com/show_bug.cgi?id=1580129
-Provides:       bundled(mathjax) = 2.6
+#Provides:       bundled(mathjax) = 2.6
 
 %description -n python3-%{pypi_name} %_description
 
@@ -215,8 +219,8 @@ for SITELIB in %{python2_sitelib} %{python3_sitelib}; do
   ln -vfs %{_datadir}/fonts/fontawesome font-awesome/fonts
 
   #temporarily kept bundled to workaround #1580129
-  #rm -r MathJax
-  #ln -vfs %{_datadir}/javascript/mathjax MathJax
+  rm -r MathJax
+  ln -vfs %{_datadir}/javascript/mathjax MathJax
 
   rm -r backbone
   ln -vfs %{_datadir}/javascript/backbone backbone
@@ -260,6 +264,10 @@ LANG=C.utf-8 nosetests-3 -v --exclude-dir notebook/tests/selenium
 %license COPYING.md
 
 %changelog
+* Sat May 26 2018 Jonathan Underwood <jonathan.underwood@gmail.com> - 5.5.0-3
+- Unbundle mathjax once more
+- Add patch to use the MathJax TeX fonts rather than the STIXWeb ones BZ: 1581899, 1580129
+
 * Wed May 23 2018 Miro Hrončok <mhroncok@redhat.com> - 5.5.0-2
 - BR ipykernel >= 4.8 (#1581723)
 - Temporarily keep bundled mathjax (#1580129)