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Closed-loop control of spinal cord stimulation to restore hand function after paralysis

Overview of attention for article published in Frontiers in Neuroscience, May 2014
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  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (99th percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

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12 news outlets
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7 blogs
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16 X users
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1 weibo user

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222 Mendeley
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Title
Closed-loop control of spinal cord stimulation to restore hand function after paralysis
Published in
Frontiers in Neuroscience, May 2014
DOI 10.3389/fnins.2014.00087
Pubmed ID
Authors

Jonas B. Zimmermann, Andrew Jackson

Abstract

As yet, no cure exists for upper-limb paralysis resulting from the damage to motor pathways after spinal cord injury or stroke. Recently, neural activity from the motor cortex of paralyzed individuals has been used to control the movements of a robot arm but restoring function to patients' actual limbs remains a considerable challenge. Previously we have shown that electrical stimulation of the cervical spinal cord in anesthetized monkeys can elicit functional upper-limb movements like reaching and grasping. Here we show that stimulation can be controlled using cortical activity in awake animals to bypass disruption of the corticospinal system, restoring their ability to perform a simple upper-limb task. Monkeys were trained to grasp and pull a spring-loaded handle. After temporary paralysis of the hand was induced by reversible inactivation of primary motor cortex using muscimol, grasp-related single-unit activity from the ventral premotor cortex was converted into stimulation patterns delivered in real-time to the cervical spinal gray matter. During periods of closed-loop stimulation, task-modulated electromyogram, movement amplitude, and task success rate were improved relative to interleaved control periods without stimulation. In some sessions, single motor unit activity from weakly active muscles was also used successfully to control stimulation. These results are the first use of a neural prosthesis to improve the hand function of primates after motor cortex disruption, and demonstrate the potential for closed-loop cortical control of spinal cord stimulation to reanimate paralyzed limbs.

X Demographics

X Demographics

The data shown below were collected from the profiles of 16 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 222 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 4 2%
Australia 1 <1%
Germany 1 <1%
China 1 <1%
United Kingdom 1 <1%
Unknown 214 96%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 52 23%
Researcher 41 18%
Student > Master 36 16%
Student > Bachelor 18 8%
Professor > Associate Professor 8 4%
Other 29 13%
Unknown 38 17%
Readers by discipline Count As %
Engineering 63 28%
Neuroscience 37 17%
Medicine and Dentistry 26 12%
Agricultural and Biological Sciences 24 11%
Nursing and Health Professions 5 2%
Other 21 9%
Unknown 46 21%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 156. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 08 February 2016.
All research outputs
#262,622
of 25,374,917 outputs
Outputs from Frontiers in Neuroscience
#112
of 11,541 outputs
Outputs of similar age
#2,094
of 240,998 outputs
Outputs of similar age from Frontiers in Neuroscience
#2
of 116 outputs
Altmetric has tracked 25,374,917 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 98th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 11,541 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 10.9. This one has done particularly well, scoring higher than 99% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 240,998 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 99% of its contemporaries.
We're also able to compare this research output to 116 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 98% of its contemporaries.