diff --git a/Pyrex.spec b/Pyrex.spec
index a92bd47..d6d4157 100644
--- a/Pyrex.spec
+++ b/Pyrex.spec
@@ -12,7 +12,7 @@
 
 Name:           Pyrex
 Version:        0.9.9
-Release:        12%{?dist}
+Release:        13%{?dist}
 Epoch:          0
 BuildArch:      noarch
 Summary:        A compiler/language for writing Python extension modules
@@ -32,6 +32,9 @@ BuildRequires:  emacs emacs-el
 
 Requires:       python-devel
 
+Obsoletes:      emacs-pyrex <= 0.9.9-12
+Provides:       emacs-pyrex <= 0.9.9-12
+
 %description
 Pyrex is Python with C types.  It is specially designed to allow you to
 write extension modules for Python that have the speed of C and the
@@ -43,17 +46,6 @@ of your Python code or wrapping an external library.
 Please see the documentation for how to get the best performance from your
 code.
 
-%package -n emacs-pyrex
-Summary: Pyrex editing mode for Emacs
-Group: Applications/Editors
-BuildArch: noarch
-Requires: emacs(bin) >= %{emacs_version}
-
-
-%description -n emacs-pyrex
-An emacs mode for editing Pyrex source code, supporting the variations in
-syntax as it differs from Python.
-
 %prep
 %setup -q
 
@@ -86,13 +78,13 @@ rm -rf $RPM_BUILD_ROOT
 %{python_sitelib}/Pyrex*
 %exclude %{python_sitelib}/Pyrex/Mac
 %{_bindir}/pyrexc
-
-%files -n emacs-pyrex
-%defattr(-,root,root,-)
 %{emacs_lispdir}/*
 
 
 %changelog
+* Wed Jun 28 2017 My Karlsson <mk@acc.umu.se> - 0:0.9.9-13
+- Removed emacs-pyrex subpackage (RHBZ#1234561)
+
 * Fri Feb 10 2017 Fedora Release Engineering <releng@fedoraproject.org> - 0:0.9.9-12
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_26_Mass_Rebuild