diff --git a/catalog/context_processors.py b/catalog/context_processors.py
index 84fa8687..7c197e65 100644
--- a/catalog/context_processors.py
+++ b/catalog/context_processors.py
@@ -46,8 +46,8 @@ def pgs_search_examples(request):
 
 def pgs_info(request):
     return {
-        'pgs_citation': constants.PGS_CITATION[0],
-        'pgs_citations': constants.PGS_CITATION,
+        'pgs_citation': constants.PGS_CITATIONS[0],
+        'pgs_citations': constants.PGS_CITATIONS,
         'pgs_publications': constants.PGS_PUBLICATIONS,
         'pgs_table_helper': constants.TABLE_HELPER,
         'ensembl_version': constants.ENSEMBL_VERSION
diff --git a/catalog/tests/test_models.py b/catalog/tests/test_models.py
index 3ef8d374..dd5e4692 100644
--- a/catalog/tests/test_models.py
+++ b/catalog/tests/test_models.py
@@ -1155,7 +1155,7 @@ def create_retired(self, data_id, pub_doi, retirement_notes):
 
     def test_retired_score(self):
         score_id = 'PGS000999'
-        score_doi = constants.PGS_CITATION['doi']
+        score_doi = constants.PGS_CITATIONS[0]['doi']
         score_notes = 'This score has been retired'
         retired_score = self.create_retired(score_id, score_doi, score_notes)
         # Instance
diff --git a/pgs_web/constants.py b/pgs_web/constants.py
index ee34cc4e..372911c5 100644
--- a/pgs_web/constants.py
+++ b/pgs_web/constants.py
@@ -1,6 +1,6 @@
 # Module storing constants used across the website
 
-PGS_CITATION = [
+PGS_CITATIONS = [
     {
     'title': 'Enhancing the Polygenic Score Catalog with tools for score calculation and ancestry normalization',
     'doi': '10.1038/s41588-024-01937-x',
@@ -21,12 +21,12 @@
 
 PGS_PUBLICATIONS = [
     {
-        'title': PGS_CITATION[0]['title'],
+        'title': PGS_CITATIONS[0]['title'],
         'authors': 'Lambert, Wingfield et al',
-        'year': PGS_CITATION[0]['year'],
-        'doi': PGS_CITATION[0]['doi'],
-        'PMID': PGS_CITATION[0]['PMID'],
-        'journal': PGS_CITATION[0]['journal']
+        'year': PGS_CITATIONS[0]['year'],
+        'doi': PGS_CITATIONS[0]['doi'],
+        'PMID': PGS_CITATIONS[0]['PMID'],
+        'journal': PGS_CITATIONS[0]['journal']
     },
     {
         'title': 'The NHGRI-EBI GWAS Catalog: knowledgebase and deposition resource',
@@ -37,12 +37,12 @@
         'journal': 'Nucleic Acids Research 51(D1):D977-D985'
     },
     {
-        'title': PGS_CITATION[1]['title'],
+        'title': PGS_CITATIONS[1]['title'],
         'authors': 'Lambert et al',
-        'year': PGS_CITATION[1]['year'],
-        'doi': PGS_CITATION[1]['doi'],
-        'PMID': PGS_CITATION[1]['PMID'],
-        'journal': PGS_CITATION[1]['journal']
+        'year': PGS_CITATIONS[1]['year'],
+        'doi': PGS_CITATIONS[1]['doi'],
+        'PMID': PGS_CITATIONS[1]['PMID'],
+        'journal': PGS_CITATIONS[1]['journal']
     }
 ]
 
@@ -65,7 +65,7 @@
     'TERMS_OF_USE'      : 'https://www.ebi.ac.uk/about/terms-of-use',
     'TEMPLATEGoogleDoc_URL' : 'https://docs.google.com/spreadsheets/d/1UEGH0NNuQ8ifbsxIhe8HbnG9XYjsIwSF/edit?usp=sharing',
     'CurationGoogleDoc_URL' : 'https://drive.google.com/file/d/1QYdKBnEqAmhSZIuMux7ifpT3ZBk9gupT/view',
-    'CATALOG_PUBLICATION_URL' : 'https://doi.org/'+PGS_CITATION[0]['doi'],
+    'CATALOG_PUBLICATION_URL' : 'https://doi.org/' + PGS_CITATIONS[0]['doi'],
     'EPMC_REST_SEARCH'  : 'https://www.ebi.ac.uk/europepmc/webservices/rest/search'
 }
 
diff --git a/release/scripts/EuropePMCLinkage.py b/release/scripts/EuropePMCLinkage.py
index aae65cc0..af22ff5a 100644
--- a/release/scripts/EuropePMCLinkage.py
+++ b/release/scripts/EuropePMCLinkage.py
@@ -47,7 +47,7 @@ def generate_xml_file(self):
         title = 'Link to the Polygenic Score (PGS) Catalog resource'
         url = self.pgs_url
         source = 'MED'
-        pmid = constants.PGS_CITATION['PMID']
+        pmid = constants.PGS_CITATIONS[0]['PMID']
         self.create_xml_link(title,url,source,pmid)
 
         # Add PGS Publications
diff --git a/rest_api/views.py b/rest_api/views.py
index f5342c99..943ef83f 100644
--- a/rest_api/views.py
+++ b/rest_api/views.py
@@ -687,7 +687,7 @@ def get(self, request):
         data = {
             'rest_api': constants_rest.PGS_REST_API[0],
             'latest_release': latest_release,
-            'citation': constants.PGS_CITATION[0],
+            'citation': constants.PGS_CITATIONS[0],
             'pgs_catalog_publications': constants.PGS_PUBLICATIONS,
             'ensembl_version': constants.ENSEMBL_VERSION,
             'terms_of_use': constants.USEFUL_URLS['TERMS_OF_USE']