diff --git a/pytest_jira.py b/pytest_jira.py
index 0ef85b9..fa24faf 100644
--- a/pytest_jira.py
+++ b/pytest_jira.py
@@ -114,8 +114,8 @@ def fixed_in_version(self, issue_id):
         """
         if not self.version:
             return True
-        affected = self.issue_cache[issue_id].get('versions', set())
-        fixed = self.issue_cache[issue_id].get('fixed_versions', set())
+        affected = self.issue_cache[issue_id].get('versions')
+        fixed = self.issue_cache[issue_id].get('fixed_versions')
         return self.version not in (affected - fixed)
 
     def is_affected(self, issue_id):
@@ -131,13 +131,13 @@ def is_affected(self, issue_id):
         )
 
     def _affected_version(self, issue_id):
-        affected = self.issue_cache[issue_id].get('versions', set())
+        affected = self.issue_cache[issue_id].get('versions')
         if not self.version or not affected:
             return True
         return self.version in affected
 
     def _affected_components(self, issue_id):
-        affected = self.issue_cache[issue_id].get('components', set())
+        affected = self.issue_cache[issue_id].get('components')
         if not self.components or not affected:
             return True
         return bool(self.components.intersection(affected))
@@ -203,9 +203,15 @@ def get_issue(self, issue_id):
         issue = self._jira_request(issue_url).json()
         field = issue['fields']
         return {
-            'components': set(c['name'] for c in field['components']),
-            'versions': set(v['name'] for v in field['versions']),
-            'fixed_versions': set(v['name'] for v in field['fixVersions']),
+            'components': set(
+                c['name'] for c in field.get('components', set())
+            ),
+            'versions': set(
+                v['name'] for v in field.get('versions', set())
+            ),
+            'fixed_versions': set(
+                v['name'] for v in field.get('fixVersions', set())
+            ),
             'status': field['status']['name'].lower(),
         }