Evidence map›Paper›PMID 33999967›Full record

ArticlePLoS computational biology2021

Cortical propagation tracks functional recovery after stroke.

Gloria Cecchini, Alessandro Scaglione, Anna Letizia Allegra Mascaro, Curzio Checcucci, Emilia Conti, Ihusan Adam, Duccio Fanelli, Roberto Livi, Francesco Saverio Pavone, Thomas Kreuz

Open access · goldAbstract read
In one paragraph

Article in PLoS computational biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
0.9field-weighted citation impact, top 28% of its field
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

11 citing papers in PubMed, 12 citations in OpenAlex.

  1. Review
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  9. Latency correction in sparse neuronal spike trains.Journal of neuroscience methods · 2022
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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 at 5 institutions in 2 countries.

Gloria CecchiniDepartment of Mathematics and Computer Science, University of Barcelona, Barcelona, Spain.ORCID 0000-0003-3504-7039
Alessandro ScaglioneDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.ORCID 0000-0001-8667-2462
Anna Letizia Allegra MascaroEuropean Laboratory for Non-linear Spectroscopy, University of Florence, Sesto Fiorentino, Italy.
Curzio CheccucciDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.ORCID 0000-0002-9659-6771
Emilia ContiDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.ORCID 0000-0003-2163-0258
Ihusan AdamDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.ORCID 0000-0002-1455-3904
Duccio FanelliDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.ORCID 0000-0001-8545-9424
Roberto LiviDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.
Francesco Saverio PavoneDepartment of Physics and Astronomy, University of Florence, Sesto Fiorentino, Italy.
Thomas KreuzInstitute for Complex Systems (ISC), National Research Council (CNR), Sesto Fiorentino, Italy.ORCID 0000-0002-9213-8255
University of Florence · ITIstituto Nazionale di Fisica Nucleare, Sezione di Firenze · ITNeuroscience Institute · ITInstitute for Complex Systems · ITNational Research Council · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Stroke is a debilitating condition affecting millions of people worldwide. The development of improved rehabilitation therapies rests on finding biomarkers suitable for tracking functional damage and recovery. To achieve this goal, we perform a spatiotemporal analysis of cortical activity obtained by wide-field calcium images in mice before and after stroke. We compare spontaneous recovery with three different post-stroke rehabilitation paradigms, motor training alone, pharmacological contralesional inactivation and both combined. We identify three novel indicators that are able to track how movement-evoked global activation patterns are impaired by stroke and evolve during rehabilitation: the duration, the smoothness, and the angle of individual propagation events. Results show that, compared to pre-stroke conditions, propagation of cortical activity in the subacute phase right after stroke is slowed down and more irregular. When comparing rehabilitation paradigms, we find that mice treated with both motor training and pharmacological intervention, the only group associated with generalized recovery, manifest new propagation patterns, that are even faster and smoother than before the stroke. In conclusion, our new spatiotemporal propagation indicators could represent promising biomarkers that are able to uncover neural correlates not only of motor deficits caused by stroke but also of functional recovery during rehabilitation. In turn, these insights could pave the way towards more targeted post-stroke therapies.

Indexed as

AnimalsCerebral CortexDisease Models, AnimalHumansMiceRecovery of FunctionStrokeStroke Rehabilitation

Identifiers

PMID33999967
PMCPMC8159272
OpenAlexW3163901418

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.