Dissecting diagnostic heterogeneity in depression by integrating neuroimaging and genetics

AM Buch, C Liston - Neuropsychopharmacology, 2021 - nature.com
Depression is a heterogeneous and etiologically complex psychiatric syndrome, not a
unitary disease entity, encompassing a broad spectrum of psychopathology arising from …

Prefrontal connectomics: from anatomy to human imaging

SN Haber, H Liu, J Seidlitz, E Bullmore - Neuropsychopharmacology, 2022 - nature.com
The fundamental importance of prefrontal cortical connectivity to information processing and,
therefore, disorders of cognition, emotion, and behavior has been recognized for decades …

Molecular and network-level mechanisms explaining individual differences in autism spectrum disorder

AM Buch, PE Vértes, J Seidlitz, SH Kim… - Nature …, 2023 - nature.com
The mechanisms underlying phenotypic heterogeneity in autism spectrum disorder (ASD)
are not well understood. Using a large neuroimaging dataset, we identified three latent …

Standardizing workflows in imaging transcriptomics with the abagen toolbox

RD Markello, A Arnatkeviciute, JB Poline, BD Fulcher… - elife, 2021 - elifesciences.org
Gene expression fundamentally shapes the structural and functional architecture of the
human brain. Open-access transcriptomic datasets like the Allen Human Brain Atlas provide …

Cortical structural differences in major depressive disorder correlate with cell type-specific transcriptional signatures

J Li, J Seidlitz, J Suckling, F Fan, GJ Ji, Y Meng… - Nature …, 2021 - nature.com
Major depressive disorder (MDD) has been shown to be associated with structural
abnormalities in a variety of spatially diverse brain regions. However, the correlation …

[HTML][HTML] Generative modeling of brain maps with spatial autocorrelation

JB Burt, M Helmer, M Shinn, A Anticevic, JD Murray - NeuroImage, 2020 - Elsevier
Studies of large-scale brain organization have revealed interesting relationships between
spatial gradients in brain maps across multiple modalities. Evaluating the significance of …

Neuroscience needs network science

DL Barabási, G Bianconi, E Bullmore… - Journal of …, 2023 - Soc Neuroscience
The brain is a complex system comprising a myriad of interacting neurons, posing significant
challenges in understanding its structure, function, and dynamics. Network science has …

Local molecular and global connectomic contributions to cross-disorder cortical abnormalities

JY Hansen, G Shafiei, JW Vogel, K Smart… - Nature …, 2022 - nature.com
Numerous brain disorders demonstrate structural brain abnormalities, which are thought to
arise from molecular perturbations or connectome miswiring. The unique and shared …

Transcriptomic and cellular decoding of regional brain vulnerability to neurogenetic disorders

J Seidlitz, A Nadig, S Liu, RAI Bethlehem… - Nature …, 2020 - nature.com
Neurodevelopmental disorders have a heritable component and are associated with region
specific alterations in brain anatomy. However, it is unclear how genetic risks for …

Convergent molecular, cellular, and cortical neuroimaging signatures of major depressive disorder

KM Anderson, MA Collins, R Kong… - Proceedings of the …, 2020 - National Acad Sciences
Major depressive disorder emerges from the complex interactions of biological systems that
span genes and molecules through cells, networks, and behavior. Establishing how …