Evidence map›Paper›PMID 41120312›Full record

ArticleScientific reports2025

Efficient elastic tissue motions indicate general motor skill.

Praneeth Namburi, Roger Pallarès-López, Duarte Folgado, Uriel Magana-Salgado, Jessica Rosendorf, Enya Ryu, Armin Kappacher, Hugo Gamboa, Brian W Anthony, Luca Daniel

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Praneeth NamburiInstitute for Medical Engineering and Science, MIT, Cambridge, MA, 02139, USA. praneeth@mit.edu.
Roger Pallarès-LópezDepartment of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA.
Duarte FolgadoFraunhofer Portugal AICOS, 4200-135, Porto, Portugal.
Uriel Magana-SalgadoDepartment of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA.
Jessica RosendorfDepartment of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA.
Enya RyuDepartment of Mechanical Engineering, MIT, Cambridge, MA, 02139, USA.
Armin KappacherResearch Laboratory for Electronics, MIT, Cambridge, MA, 02139, USA.
Hugo GamboaFraunhofer Portugal AICOS, 4200-135, Porto, Portugal.
Brian W Anthony *Institute for Medical Engineering and Science, MIT, Cambridge, MA, 02139, USA.
Luca Daniel *Research Laboratory for Electronics, MIT, Cambridge, MA, 02139, USA.

Funding

"la Caixa" Foundation (ID 100010434) LCF/BQ/EU22/11930097MIT Portugal Program NORTE01-0247-FEDER-045910National Science Foundation Graduate Research Fellowship 2141064
6 · The paper itself

Abstract

Insights into the general nature of motor skill could fundamentally change how we develop movement abilities, with implications for musculoskeletal well-being and injury. Here, we sought to identify indicators of general motor skill-those shared by experts across disciplines (e.g., squash, ballet, volleyball) during non-specialized movements (e.g., reaching for water). Identifying such general indicators of motor skill has remained elusive. Using ultrasound imaging with deep learning and optical flow analysis, we tracked elastic tissues (muscles and associated connective tissues) during a simple reaching task performed similarly by world-class athletes and regional-level athletes drawn from diverse disciplines, as well as untrained non-experts. We analyzed two types of inefficient tissue motions that do not contribute to the net work done by the muscles to actuate joints. These are transverse muscle movements orthogonal to the muscle fiber direction and physiological tremors. We discovered that world-class experts minimize both of these inefficient motions compared to regional-level athletes and non-experts. While regional-level athletes surprisingly showed similar inefficiencies to non-experts, they used elastic tissues more effectively, achieving equivalent arm movements with smaller actuation-related tissue motions. We establish elastic tissue motion as a key indicator of general motor skill, expanding our understanding of elastic mechanisms and their role in general aspects of motor skill.

Indexed as

Elastic TissueMotor SkillsMuscle, SkeletalAdultAthletesBiomechanical PhenomenaFemaleHumansMaleMovementUltrasonographyYoung Adult

Identifiers

PMID41120312
PMCPMC12540710

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.