Integrated bioinformatic analysis and experiments reveal EFEMP1 as a novel aging-related signature gene in calcific aortic valve disease

D Daoshen Liu J Jing Wang (Hunan Cancer Hospital Changsha China) Y Yi Fang K Kai Xu H Haiwei Liu (Ministry of Education Key Laboratory of Cluster Science, Beijing Key Laboratory of Photoelectronic/Electrophotonic Conversion Materials, Frontiers Science Center for High Energy Materials, School of Chemistry and Chemical Engineering, Advanced Technology Research Institute (Jinan), Advanced Research Institute of Multidisciplinary Science) C Chenghui Yan D Dan Liu Y Yaling Han

Article Details

Volume / Issue Vol. 16, Issue 1
Published April 02, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (8)

D

Daoshen Liu

J

Jing Wang

Hunan Cancer Hospital Changsha China

Y

Yi Fang

K

Kai Xu

H

Haiwei Liu

Ministry of Education Key Laboratory of Cluster Science, Beijing Key Laboratory of Photoelectronic/Electrophotonic Conversion Materials, Frontiers Science Center for High Energy Materials, School of Chemistry and Chemical Engineering, Advanced Technology Research Institute (Jinan), Advanced Research Institute of Multidisciplinary Science

C

Chenghui Yan

D

Dan Liu

Y

Yaling Han