Evidence map›Paper›PMID 40425805›Full record

ArticleNature biomedical engineering2025

The cerebellum shapes motions by encoding motor frequencies with precision and cross-individual uniformity.

Chia-Wei Liu, Yi-Mei Wang, Shun-Ying Chen, Liang-Yin Lu, Ting-Yu Liang, Ke-Chu Fang, Peng Chen, I-Chen Lee, Wen-Chuan Liu, Ami Kumar and 5 more

Abstract read
In one paragraph

Article in Nature biomedical engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
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  4. 2025 in review.Nature biomedical engineering · 2025
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Chia-Wei Liu *Department and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.ORCID http://orcid.org/0000-0001-8440-7171
Yi-Mei Wang *Molecular Imaging Center, National Taiwan University, Taipei, Taiwan.ORCID http://orcid.org/0009-0001-0327-4790
Shun-Ying Chen *Molecular Imaging Center, National Taiwan University, Taipei, Taiwan.ORCID http://orcid.org/0000-0001-6554-7291
Liang-Yin Lu *Molecular Imaging Center, National Taiwan University, Taipei, Taiwan.ORCID http://orcid.org/0000-0001-5360-1350
Ting-Yu LiangDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.
Ke-Chu FangDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.
Peng ChenDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.
I-Chen LeeDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.
Wen-Chuan LiuDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan.
Ami KumarThe Initiative for Columbia Ataxia and Tremor, New York, NY, USA.
Sheng-Han KuoThe Initiative for Columbia Ataxia and Tremor, New York, NY, USA.
Jye-Chang LeeMolecular Imaging Center, National Taiwan University, Taipei, Taiwan.ORCID http://orcid.org/0000-0003-4374-482X
Chung-Chuan LoInstitute of Systems Neuroscience, National Tsing Hua University, Hsinchu, Taiwan.
Shun-Chi WuDepartment of Engineering and Bioinformatics, National Tsing Hua University, Hsinchu, Taiwan.
Ming-Kai PanDepartment and Graduate Institute of Pharmacology, National Taiwan University College of Medicine, Taipei, Taiwan. emorymkpan@ntu.edu.tw.ORCID http://orcid.org/0000-0001-5535-2714

Funding

Targeting Cerebellar Endoplasmic Reticulum Calcium Handling in Essential TremorR01NS124854 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PHYLLIS L FAUST, Sheng-Han Kuo · 2022 to 2026
$2.9M
Targeting Cerebellar Excitatory Synapses for Tremor ProgressionR01NS118179 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI KUO, SHENG-HAN · 2020 to 2024
$2.2M
Cerebellar Circuitry in the Pathophysiology of TremorR01NS104423 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI KUO, SHENG-HAN · 2018 to 2022
$2.0M
Academia Sinica AS-TM-112-01-02Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.) R01NS104423Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.) R01NS118179Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.) R01NS124854Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 107-2321-B-002-020Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 108-2321-002-059-MY2Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 108-2321-B-002-011Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 109-2326-B-002-013-MY4Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 110-2321-B-002-012Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 111-2628-B-002-036Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 112-2628-B-002-011Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan) 113-2628-B-002-002National Health Research Institutes (NHRI) NHRI-EX113-11303NINational Taiwan University Hospital (NTUH) 108-039National Taiwan University Hospital (NTUH) 112-UN0024National Taiwan University Hospital (NTUH) 113-E0001National Taiwan University Hospital (NTUH) 113-UN0013National Taiwan University Hospital (NTUH) NSC-145-11NINDS NIH HHS R01 NS104423NINDS NIH HHS R01 NS118179NINDS NIH HHS R01 NS124854NTU | College of Medicine, National Taiwan University (College of Medicine, National Taiwan University) NTUMC 110C101-011
6 · The paper itself

Abstract

Understanding brain behaviour encoding or designing neuroprosthetics requires identifying precise, consistent neural algorithms across individuals. However, cerebral microstructures and activities are individually variable, posing challenges for identifying precise codes. Here, despite cerebral variability, we report that the cerebellum shapes motor kinematics by encoding dynamic motor frequencies with remarkable numerical precision and cross-individual uniformity. Using in vivo electrophysiology and optogenetics in mice, we confirm that deep cerebellar neurons encode frequencies using populational tuning of neuronal firing probabilities, creating cerebellar oscillations and motions with matched frequencies. The mechanism is consistently presented in self-generated rhythmic and non-rhythmic motions triggered by a vibrational platform or skilled tongue movements of licking in all tested mice with cross-individual uniformity. The precision and uniformity allowed us to engineer complex motor kinematics with designed frequencies. We further validate the frequency-coding function of the human cerebellum using cerebellar electroencephalography recordings and alternating current stimulation during voluntary tapping tasks. Our findings reveal a cerebellar algorithm for motor kinematics with precision and uniformity, the mathematical foundation for a brain-computer interface for motor control.

Indexed as

CerebellumAlgorithmsAnimalsBiomechanical PhenomenaBrain-Computer InterfacesElectroencephalographyFemaleHumansMaleMiceMice, Inbred C57BLMotionMovementNeuronsOptogenetics

Identifiers

PMID40425805
PMCPMC12623244

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.