Back

Nucleus-level thalamic organization anchors multimodal signatures of thalamocortical maturation

John, A.; Saberi, A.; Manoli, A.; Royer, J.; Erigüc, D. Y.; Sydnor, V. J.; Wan, B.; Eickhoff, S. B.; Bernhardt, B. C.; Anwander, A.; Valk, S. L.

2026-07-03 neuroscience
10.64898/2026.07.03.736332 bioRxiv
Show abstract

The human thalamus is composed of multiple nuclei that differ in structure and function. From early development onwards, these nuclei form reciprocal, nucleus-specific connections with the cerebral cortex, contributing to sensory and cognitive processing. In childhood and adolescence, a key period of neurocognitive development, these connections undergo widespread refinement, yet how developmental trajectories of thalamocortical connections vary across nuclei remains unknown. Here, we leveraged the Human Connectome Project in Development dataset (HCP-D, N = 604, age range 8-21) and segmented 10 thalamic nuclei using a segmentation approach optimized for intrathalamic contrast. Applying probabilistic tractography, we reconstructed nucleus-specific thalamocortical connections and charted their maturational profiles based on changes in fractional anisotropy (FA) using generalized additive models. We found FA to increase in thalamocortical connections, with nucleus-specific variation in temporal profiles and magnitude of age effects. Connections of core-cell-rich, sensory-projecting nuclei, such as the lateral geniculate nucleus, showed earlier maturational plateaus, whereas matrix-cell-rich, association-projecting nuclei, such as ventral anterior nucleus, showed more sustained maturation. This links maturational heterochronicity to thalamic organization of cell distribution and connectivity embedding. In parallel, functional thalamocortical connectivity decreased with age, with FA and functional connectivity age effects coupled in nucleus-connections showing prolonged maturation. Finally, concordant age effects in connectivity and nucleus volumes suggest that intra-nucleus remodeling may support refinement of structural connections while reducing thalamocortical functional synchrony. Together, our work reveals that thalamocortical maturation is anchored in the developmental and organizational heterogeneity of thalamic nuclei, offering a framework for understanding how diverse thalamic nuclei contribute to neurocognitive development.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Nature Communications
5641 papers in training set
Top 10%
17.7%
2
Communications Biology
993 papers in training set
Top 0.6%
7.6%
3
Imaging Neuroscience
282 papers in training set
Top 0.7%
7.6%
4
NeuroImage
903 papers in training set
Top 2%
7.6%
5
eLife
5828 papers in training set
Top 14%
7.6%
6
Cell Reports
1498 papers in training set
Top 5%
6.4%
50% of probability mass above
7
Human Brain Mapping
329 papers in training set
Top 1%
4.9%
8
Developmental Cognitive Neuroscience
96 papers in training set
Top 0.3%
4.2%
9
The Journal of Neuroscience
1025 papers in training set
Top 5%
3.9%
10
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 14%
3.9%
11
Neuron
337 papers in training set
Top 3%
3.1%
12
Cerebral Cortex
396 papers in training set
Top 2%
3.1%
13
Science Advances
1243 papers in training set
Top 12%
3.1%
14
PLOS Biology
486 papers in training set
Top 2%
2.7%
15
Brain Structure and Function
93 papers in training set
Top 0.4%
2.5%
16
Nature Human Behaviour
95 papers in training set
Top 1%
1.6%
17
Scientific Reports
3612 papers in training set
Top 71%
1.0%
18
Current Biology
665 papers in training set
Top 9%
1.0%
19
Progress in Neurobiology
47 papers in training set
Top 0.8%
0.9%
20
Network Neuroscience
126 papers in training set
Top 2%
0.8%
21
eneuro
439 papers in training set
Top 8%
0.8%
22
Nature
645 papers in training set
Top 11%
0.8%
23
Nature Neuroscience
252 papers in training set
Top 5%
0.8%
24
iScience
1154 papers in training set
Top 37%
0.8%
25
PLOS Computational Biology
1863 papers in training set
Top 21%
0.8%