A multimodal single-cell atlas of the early adolescence brain uncovers gene regulation associated with brain development and disease susceptibility

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Updated February 11, 2026

Adolescence represents a critical window of brain maturation when many neuropsychiatric disorders first emerge, yet the molecular mechanisms driving this developmental period remain incompletely understood. To address this gap, we generated a high-resolution multimodal cell atlas of the developing adolescent brain using paired single-nucleus RNA and ATAC sequencing (snRNA-seq + snATAC-seq) from cortex, hippocampus, and amygdala tissue of six donors aged 6-15 years, profiling 88,658 high-quality nuclei. Integrative analyses identified 36 enhancer-driven gene regulatory networks (eGRNs) with significant age-dependent dynamics in the transition from childhood to adolescence. The majority of adolescence-associated eGRNs were active in oligodendrocytes and their precursors, reflecting active oligodendrogenesis and myelin remodeling during this developmental period. Notably, age-associated cis-regulatory elements were enriched for expression quantitative trait loci (eQTLs) and colocalized with genetic variants linked to both neurodevelopmental and neurodegenerative disorders, suggesting that regulatory networks may be shared across normal adolescent brain development and disease vulnerability. This multimodal cell atlas provides a valuable resource for understanding the human adolescent brain and offers new insights into the molecular origins of neuropsychiatric disorders.

Diogo VeigaState University of Campinasdfveiga@unicamp.br
None
Isabella Cotta Galvão1
Manuela Lemoine1
Tomás V. Waichman2
Bhavyaa Chandarana2
Steven Hébert2
Thais C. de Oliveira3
Luciano H. B. dos Santos3
Fabio Rogerio1
Clarissa L Yasuda1
Marina K M Alvim1
Ana Carolina Coan3
Enrico Ghizoni1
Fernando Cendes3
Iscia Lopes-Cendes3
Claudia Kleinman2
Diogo Veiga3
1University of Campinas - Unicamp
2McGill University
3State University of Campinas
None

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/984ce0a2-682d-47a3-b80e-1354dfe51ca3
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Atlas

None

Analysis Portals

CZ CELLxGENE
CZ CELLxGENE

Project Label

Amultimodalsingle-cellatlasoftheearlyadolescencebr

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

brain

Organ Part

3 organ parts

Selected Cell Types

Unspecified

Disease Status (Specimen)

Unspecified

Disease Status (Donor)

epilepsy

Development Stage

5 development stages

Library Construction Method

2 library construction methods

Nucleic Acid Source

single nucleus

Paired End

false

File Format

fastq

Cell Count Estimate

Unspecified

Donor Count

5
fastq96 file(s)
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