diff --git a/fontconfig.spec b/fontconfig.spec
index 7235dcc..8ba86a7 100644
--- a/fontconfig.spec
+++ b/fontconfig.spec
@@ -3,7 +3,7 @@
 Summary:	Font configuration and customization library
 Name:		fontconfig
 Version:	2.12.1
-Release:	3%{?dist}
+Release:	4%{?dist}
 # src/ftglue.[ch] is in Public Domain
 # src/fccache.c contains Public Domain code
 # fc-case/CaseFolding.txt is in the UCD
@@ -72,7 +72,7 @@ export HASDOCBOOK=no
 
 autoreconf
 %configure	--with-add-fonts=/usr/share/X11/fonts/Type1,/usr/share/X11/fonts/TTF,/usr/local/share/fonts \
-		--disable-static
+		--disable-static --with-cache-dir=/usr/lib/fontconfig/cache
 
 make %{?_smp_mflags}
 
@@ -97,7 +97,9 @@ make check
 
 umask 0022
 
-mkdir -p %{_localstatedir}/cache/fontconfig
+mkdir -p /usr/lib/fontconfig/cache
+
+[[ -d %{_localstatedir}/cache/fontconfig ]] && rm -rf %{_localstatedir}/cache/fontconfig/* 2> /dev/null || :
 
 # Force regeneration of all fontconfig cache files
 # The check for existance is needed on dual-arch installs (the second
@@ -135,7 +137,7 @@ HOME=/root /usr/bin/fc-cache -s
 # If you want to do so, you should use local.conf instead.
 %config %{_fontconfig_masterdir}/fonts.conf
 %config(noreplace) %{_fontconfig_confdir}/*.conf
-%dir %{_localstatedir}/cache/fontconfig
+%dir /usr/lib/fontconfig/cache
 %{_mandir}/man1/*
 %{_mandir}/man5/*
 
@@ -149,6 +151,9 @@ HOME=/root /usr/bin/fc-cache -s
 %doc fontconfig-devel.txt fontconfig-devel
 
 %changelog
+* Thu Feb 23 2017 Akira TAGOH <tagoh@redhat.com> - 2.12.1-4
+- Move the cache files into /usr/lib/fontconfig/cache (#1377367, #1416380)
+
 * Wed Feb 22 2017 Akira TAGOH <tagoh@redhat.com> - 2.12.1-3
 - Fix FTBFS (#1423570)