diff --git a/README.rst b/README.rst
index 3d6702a..457abcd 100644
--- a/README.rst
+++ b/README.rst
@@ -52,7 +52,7 @@ The two leaflets of the plasmamembrane are clearly assigned correctly and depict
 .. image:: https://user-images.githubusercontent.com/1488903/61181667-b90cbb00-a629-11e9-9fc0-b2d52e4eaa93.png
 **Leaflet clustering of a plasma membrane including multiple proteins.**
 
-The leaflet assignment seemed to have worked correctly, however, we do see some noise in places where we wouldn't expect it at first sight and this behaviour is to be further inspected. For clustering a resolution of 1 nm and forced clustering within 2nm was used. The protein beads were used as exclusion to prevent flopping lipids next to proteins to intervene with the leaflet assignment. In total 1.3 millions beads were clustered in less than a minute on a desktop.
+The leaflet assignment seemed to have worked correctly, however, we do see some noise in places where we wouldn't expect it at first sight and this behaviour is to be further inspected. For clustering a resolution of 1 nm and forced clustering within 2 nm was used. The protein was used as exclusion to prevent flopping lipids next to proteins to intervene with the leaflet assignment. In total 1.3 millions beads were clustered in less than a minute on a desktop.
 
 Credits
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