TY - JOUR
T1 - Face-brain correlates as potential sex-specific biomarkers for schizophrenia and bipolar disorder
AU - Hostalet, Noemí
AU - González, Alejandro
AU - Salgado-Pineda, Pilar
AU - Gonzàlez-Colom, Rubèn
AU - Canales-Rodríguez, Erick J.
AU - Aguirre, Candibel
AU - Guerrero-Pedraza, Amalia
AU - Llanos-Torres, María
AU - Salvador, Raymond
AU - Pomarol-Clotet, Edith
AU - Sevillano, Xavier
AU - Martínez-Abadías, Neus
AU - Fatjó-Vilas, Mar
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/9
Y1 - 2024/9
N2 - Given the shared ectodermal origin and integrated development of the face and the brain, facial biomarkers emerge as potential candidates to assess vulnerability for disorders in which neurodevelopment is compromised, such as schizophrenia (SZ) and bipolar disorder (BD). The sample comprised 188 individuals (67 SZ patients, 46 BD patients and 75 healthy controls (HC)). Using a landmark-based approach on 3D facial reconstructions, we quantified global and local facial shape differences between SZ/BD patients and HC using geometric morphometrics. We also assessed correlations between facial and brain cortical measures. All analyses were performed separately by sex. Diagnosis explained 4.1 % - 5.9 % of global facial shape variance in males and females with SZ, and 4.5 % - 4.1 % in BD. Regarding local facial shape, we detected 43.2 % of significantly different distances in males and 47.4 % in females with SZ as compared to HC, whereas in BD the percentages decreased to 35.8 % and 26.8 %, respectively. We detected that brain area and volume significantly explained 2.2 % and 2 % of facial shape variance in the male SZ - HC sample. Our results support facial shape as a neurodevelopmental marker for SZ and BD and reveal sex-specific pathophysiological mechanisms modulating the interplay between the brain and the face.
AB - Given the shared ectodermal origin and integrated development of the face and the brain, facial biomarkers emerge as potential candidates to assess vulnerability for disorders in which neurodevelopment is compromised, such as schizophrenia (SZ) and bipolar disorder (BD). The sample comprised 188 individuals (67 SZ patients, 46 BD patients and 75 healthy controls (HC)). Using a landmark-based approach on 3D facial reconstructions, we quantified global and local facial shape differences between SZ/BD patients and HC using geometric morphometrics. We also assessed correlations between facial and brain cortical measures. All analyses were performed separately by sex. Diagnosis explained 4.1 % - 5.9 % of global facial shape variance in males and females with SZ, and 4.5 % - 4.1 % in BD. Regarding local facial shape, we detected 43.2 % of significantly different distances in males and 47.4 % in females with SZ as compared to HC, whereas in BD the percentages decreased to 35.8 % and 26.8 %, respectively. We detected that brain area and volume significantly explained 2.2 % and 2 % of facial shape variance in the male SZ - HC sample. Our results support facial shape as a neurodevelopmental marker for SZ and BD and reveal sex-specific pathophysiological mechanisms modulating the interplay between the brain and the face.
KW - Biomarkers
KW - Bipolar disorder
KW - Facial morphology
KW - Geometric morphometrics
KW - Neurodevelopment
KW - Schizophrenia
UR - http://www.scopus.com/inward/record.url?scp=85197086999&partnerID=8YFLogxK
U2 - 10.1016/j.psychres.2024.116027
DO - 10.1016/j.psychres.2024.116027
M3 - Article
AN - SCOPUS:85197086999
SN - 0165-1781
VL - 339
JO - Psychiatry Research
JF - Psychiatry Research
M1 - 116027
ER -