Closed-Loop Connectivity Best Supports Angular Tuning and Sleep Dynamics in a Biophysical Thalamocortical Circuit Model
Joao VS MoreiraiD, Fernando S. BorgesiD, Zoe AthertoniD, Shane R. CrandalliD, Carmen VarelaiD, Salvador Durá-BernaliD
Abstract
Despite recent advancements in mapping thalamic and cortical projections, the specific organization of intrathalamic and corticothalamic connectivity remains elusive. Current experimental approaches cannot definitively determine whether these connections are arranged in reciprocal (closed-) or non-reciprocal (open-loop) circuits. We developed a biophysically detailed multi-compartmental model of the mouse whisker pathway, built on anatomical and physiological data. We showed that closed-loop intrathalamic projections between the thalamocortical (TC) relay neurons in the ventral posteromedial nucleus and the inhibitory neurons in the thalamic reticular nucleus (TRN) best reproduce thalamic spiking and local field potential responses across awake and sleep states. Increasing the percentage of closed-loop projections regulates the angular tuning in the awake state, while also supporting spindle oscillations during sleep. We also showed that direct activation of closed-loop corticothalamic feedback (CT[->]TC and CT[->]TRN), simulating TC inputs, sharpens the angular tuning in the thalamus. These results contribute to resolving a long-standing question regarding the organization of intrathalamic projections, offering insights into how thalamo-cortical circuits balance precise sensory tuning with robust oscillatory rhythms across behavioral states. Moreover, all model resources are open-source and available to other researchers interested in studying thalamocortical circuits. Author summaryA long standing question in the study of thalamocortical interactions is whether neurons in the thalamus form so-called open- or closed-loops when they project within the thalamus and to the cortex. In this study, we used a detailed computational model of the thalamic neurons in the whisker pathway of the mouse with realistic biophysics to investigate this question. We evaluated the impact of different connectivity arrangements in reproducing the activity of thalamic neurons observed during wakefulness and sleep. Our results show that a closed-loop circuit arrangement provides the best alternative to reproduce wake and sleep neuronal responses, highlighting the importance of computational modeling as a tool to disentangle thalamic circuit organization. We also showed that closed-loop projections from the cortex to the thalamus help further amplify the selectivity of thalamic neurons, suggesting a similar organization of corticothalamic projections. We hope our predictions can inform future experiments, and elucidate principles of thalamocortical connectivity that can be generalized across other thalamocortical motifs besides the whisker pathway and across species.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Propagation of cortical activity via open-loop intrathalamic architectures: a computational analysis
Jeffrey W. Brown, Aynaz Taheri, … Daniel A. Llano·bioRxiv·May 16, 2019
- Thalamic control of sensory enhancement and sleep spindle properties in a biophysical model of thalamoreticular microcircuitry
Elisabetta Iavarone, Jane Simko, … Sean Hill·Cell ReportsPeer-reviewed·Mar 1, 2023
- Thalamocortical spectral transmission relies on balanced input strengths
Matteo Saponati, Jordi García‐Ojalvo, … Alberto Mazzoni·Brain TopographyPeer-reviewed·Jun 4, 2021
- The cortico-thalamic loop attunes competitive lateral interactions across retinotopic and orientation preference maps
Domenico Guarino, Andrew P. Davison, … Ján Antolík·bioRxiv·Dec 19, 2022
- A Theory of Thalamocortical Loops in Evidence Accumulation and Decision-Making
M J Berry·bioRxiv·Dec 26, 2025
- Sleep spindles in primates: modelling the effects of distinct laminar thalamocortical connectivity in core, matrix, and reticular thalamic circuits
Arash Yazdanbakhsh, Helen Barbas, Basilis Zikopoulos·Network NeurosciencePeer-reviewed·Jan 1, 2023