diff --git a/content/publication_resources/bibtex/lahti.bib b/content/publication_resources/bibtex/lahti.bib
index fc85d619..206a508a 100755
--- a/content/publication_resources/bibtex/lahti.bib
+++ b/content/publication_resources/bibtex/lahti.bib
@@ -1,9 +1,22 @@
+@Article{Koponen2023,
+  author =	 {Kari Koponen and Oleg Kambur and Bijoy Joseph and Matti O. Ruuskanen and
+                Pekka Jousilahti and Rodolfo Salido and Caitriona Brennan and 
+                Mohit Jain and Guillaume Meric and Michael Inouye and Leo Lahti and 
+                Teemu Niiranen and Aki S. Havulinna and Rob Knight and Veikko Salomaa},
+  title =	 {{Role of Gut Microbiota in Statin-Associated New-Onset Diabetes—a Cross-Sectional and Prospective Analysis of the FINRISK 2002 Cohort}},
+  journal =	 {{Arteriosclerosis, Thrombosis, and Vascular Biology}},
+  year =	 2023,
+  month =	 11,
+  doi =		 {10.1161/ATVBAHA.123.319458},
+  keywords =	 {bioscience}
+}
+
 @Article{Raulo2023,
   author =	 {Aura Raulo and Alexis Rojas and Björn Kröger and Antti Laaksonen and 
                 Carlos Lamuela Orta and Silva Nurmio and Mirva Peltoniemi and Leo Lahti
                     and Indrė Žliobaitė},
   title =	 {What are patterns of rise and decline?},
-  journal =	 {The Royal Society of Open Science},
+  journal =	 {{The Royal Society of Open Science}},
   year =	 2023,
   month =	 11,
   volume =	 10,