diff --git a/pip-nowarn-upgrade.patch b/pip-nowarn-upgrade.patch
new file mode 100644
index 0000000..9e314a5
--- /dev/null
+++ b/pip-nowarn-upgrade.patch
@@ -0,0 +1,36 @@
+diff --git a/pip/utils/outdated.py b/pip/utils/outdated.py
+index 2164cc3..c71539f 100644
+--- a/pip/utils/outdated.py
++++ b/pip/utils/outdated.py
+@@ -92,6 +92,21 @@ def load_selfcheck_statefile():
+         return GlobalSelfCheckState()
+ 
+ 
++def pip_installed_by_pip():
++    """Checks whether pip was installed by pip
++
++    This is used not to display the upgrade message when pip is in fact
++    installed by system package manager, such as dnf on Fedora.
++    """
++    import pkg_resources
++    try:
++        dist = pkg_resources.get_distribution('pip')
++        return (dist.has_metadata('INSTALLER') and
++                'pip' in dist.get_metadata_lines('INSTALLER'))
++    except pkg_resources.DistributionNotFound:
++        return False
++
++
+ def pip_version_check(session):
+     """Check for an update for pip.
+ 
+@@ -141,7 +156,8 @@ def pip_version_check(session):
+ 
+         # Determine if our pypi_version is older
+         if (pip_version < remote_version and
+-                pip_version.base_version != remote_version.base_version):
++                pip_version.base_version != remote_version.base_version and
++                pip_installed_by_pip()):
+             # Advise "python -m pip" on Windows to avoid issues
+             # with overwriting pip.exe.
+             if WINDOWS:
diff --git a/python-pip.spec b/python-pip.spec
index da00b82..7022c0a 100644
--- a/python-pip.spec
+++ b/python-pip.spec
@@ -56,6 +56,11 @@ Patch0:         allow-stripping-given-prefix-from-wheel-RECORD-files.patch
 # Issue upstream: https://github.com/pypa/pip/issues/4288
 Patch1:         emit-a-warning-when-running-with-root-privileges.patch
 
+
+# WIP upstream patch https://github.com/pypa/pip/issues/5346
+# https://bugzilla.redhat.com/show_bug.cgi?id=1573755
+Patch2:         pip-nowarn-upgrade.patch
+
 # Downstream only patch
 # Users are upgrading pip9 to pip10 by various manners,
 # one of them is `pip install --user --upgrade pip`.
@@ -202,6 +207,7 @@ tar -xf %{SOURCE1}
 
 %patch0 -p1
 %patch1 -p1
+%patch2 -p1
 
 sed -i '1d' pip/__init__.py
 
@@ -308,6 +314,15 @@ ln -s ./pip-%{python3_version} %{buildroot}%{_bindir}/pip-3
 %endif
 
 
+# Make sure the INSTALLER is not pip, otherwise Patch2 won't work
+# TODO Maybe we should make all our python packages have this?
+%if %{with python2}
+echo rpm > %{buildroot}%{python2_sitelib}/pip-%{version}.dist-info/INSTALLER
+%endif
+%if %{with python3}
+echo rpm > %{buildroot}%{python3_sitelib}/pip-%{version}.dist-info/INSTALLER
+%endif
+
 %if %{with tests}
 %check
 %if %{with python2}
@@ -356,8 +371,10 @@ py.test-%{python3_version} -m 'not network'
 %changelog
 * Fri May 04 2018 Miro Hrončok <mhroncok@redhat.com> - 9.0.3-2
 - Allow to import pip10's main from pip9's /usr/bin/pip
+- Do not show the "new version of pip" warning outside of venv
 Resolves: rhbz#1569488
 Resolves: rhbz#1571650
+Resolves: rhbz#1573755
 
 * Thu Mar 29 2018 Charalampos Stratakis <cstratak@redhat.com> - 9.0.3-1
 - Update to 9.0.3