Transcriptomic signatures in brain and blood related to cognitive and psychiatric phenotypes of Prader–Willi syndrome

S Shokouh Shahrokhi E Emma K. Baker M Michael See (Murdoch Children’s Research Institute, Novo Nordisk Foundation Centre for Regenerative Medicine (reNEW) and Department of Paediatrics, The University of Melbourne) M Mirana Ramialison (Murdoch Children’s Research Institute, Novo Nordisk Foundation Centre for Regenerative Medicine (reNEW) and Department of Paediatrics, The University of Melbourne) D Dinusha Gamage F Fernando J. Rossello H Helen Heussler M Michael Duhig R Robert D. Nicholls A Anthony J. Hannan M Melissa C. Southey O Olivia Veatch W Waheeda Hossain M Minh Bui D David J. Amor M Merlin G. Butler D David E. Godler

Abstract

Abstract This study defined gene expression changes across different cell types in prefrontal cortex (PFC) of donors with Prader-Willi syndrome (PWS) compared to controls and examined relationships between these changes in blood and PWS symptoms. 8,338 long non-coding RNAs and 17,079 protein-coding genes were examined using single-nucleus RNA-sequencing (snRNA-seq) in the PFC of 8 donors with PWS (4 deletion, 4 non-deletion), and 4 age- and sex-matched neurotypical controls. snRNA-seq analyses showed an increased proportion of interneurons in both PWS groups compared to controls. Fifty-four genes and related pathways were consistently dysregulated across all cell types in the PFC of the PWS group compared to controls, with RPS18 being the only protein-coding gene upregulated in PWS PFC across all comparisons. Increase in RPS18 mRNA levels in peripheral blood mononuclear cells (PBMCs) of another cohort (16 deletion, 20 non-deletion, ages 1–45 years) assessed using droplet digital PCR was found to be associated with intellectual functioning and challenging behaviors, but not autistic traits in children with PWS due to non-deletion (< 13 years old; N  = 19). If confirmed in future studies, these findings may lead to development of prognostic biomarkers and therapeutics targeting consistently dysregulated genes and related pathways between brain and periphery.

Article Details

Volume / Issue Vol. 16, Issue 1
Published December 24, 2025
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (17)

S

Shokouh Shahrokhi

E

Emma K. Baker

M

Michael See

Murdoch Children’s Research Institute, Novo Nordisk Foundation Centre for Regenerative Medicine (reNEW) and Department of Paediatrics, The University of Melbourne

M

Mirana Ramialison

Murdoch Children’s Research Institute, Novo Nordisk Foundation Centre for Regenerative Medicine (reNEW) and Department of Paediatrics, The University of Melbourne

D

Dinusha Gamage

F

Fernando J. Rossello

H

Helen Heussler

M

Michael Duhig

R

Robert D. Nicholls

A

Anthony J. Hannan

M

Melissa C. Southey

O

Olivia Veatch

W

Waheeda Hossain

M

Minh Bui

D

David J. Amor

M

Merlin G. Butler

D

David E. Godler