diff --git a/NEWS.md b/NEWS.md
index a1f6e36..6bd5cf1 100755
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,4 +1,9 @@
-# propr 5.0.1
+## propr 5.0.1
+---------------------
+* Fix bug: change NA in alr partial correlation to 0 so that FDR can be computed
+* Fix bug: implemented updatePermutes inside propr() and propd()
+* Update README and CITATION
+
 
 ## propr 5.0.0
 ---------------------