Hanna‐Kaarina Juppi

The paper presents an AI workflow for mapping Key Events to genes in Adverse Outcome Pathways, improving accuracy and reducing manual effort through semantic retrieval, LLM refinement, and expert curation.

The paper examines how the menopausal transition affects the skeletal muscle transcriptome in women, identifying differentially expressed genes and regulatory networks linked to body composition changes.

The paper shows that extracellular vesicles and HDL particles have distinct small RNA content, and estrogen deficiency reduces exercise-induced miR responses in both.