Skip to main content
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Accessibility Statement
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian
  • Log in
  • My Cart

Main menu

  • Home
  • Articles
    • Current
    • Special Feature Articles - Most Recent
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • List of Issues
  • Front Matter
  • News
    • For the Press
    • This Week In PNAS
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Editorial and Journal Policies
    • Submission Procedures
    • Fees and Licenses
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Accessibility Statement
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian

User menu

  • Log in
  • My Cart

Search

  • Advanced search
Home
Home

Advanced Search

  • Home
  • Articles
    • Current
    • Special Feature Articles - Most Recent
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • List of Issues
  • Front Matter
  • News
    • For the Press
    • This Week In PNAS
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Editorial and Journal Policies
    • Submission Procedures
    • Fees and Licenses

New Research In

Physical Sciences

Featured Portals

  • Physics
  • Chemistry
  • Sustainability Science

Articles by Topic

  • Applied Mathematics
  • Applied Physical Sciences
  • Astronomy
  • Computer Sciences
  • Earth, Atmospheric, and Planetary Sciences
  • Engineering
  • Environmental Sciences
  • Mathematics
  • Statistics

Social Sciences

Featured Portals

  • Anthropology
  • Sustainability Science

Articles by Topic

  • Economic Sciences
  • Environmental Sciences
  • Political Sciences
  • Psychological and Cognitive Sciences
  • Social Sciences

Biological Sciences

Featured Portals

  • Sustainability Science

Articles by Topic

  • Agricultural Sciences
  • Anthropology
  • Applied Biological Sciences
  • Biochemistry
  • Biophysics and Computational Biology
  • Cell Biology
  • Developmental Biology
  • Ecology
  • Environmental Sciences
  • Evolution
  • Genetics
  • Immunology and Inflammation
  • Medical Sciences
  • Microbiology
  • Neuroscience
  • Pharmacology
  • Physiology
  • Plant Biology
  • Population Biology
  • Psychological and Cognitive Sciences
  • Sustainability Science
  • Systems Biology
Research Article

Axonal plasticity associated with perceptual learning in adult macaque primary visual cortex

Timo van Kerkoerle, View ORCID ProfileSally A. Marik, Stephan Meyer zum Alten Borgloh, and Charles D. Gilbert
PNAS October 9, 2018 115 (41) 10464-10469; first published September 27, 2018; https://doi.org/10.1073/pnas.1812932115
Timo van Kerkoerle
aLaboratory of Neurobiology, The Rockefeller University, New York, NY 10065;
bCognitive Neuroimaging Unit, Commissariat à l’Énergie Atomique et aux Énergies Alternatives, Direction des Sciences du Vivant/Institut d’Imagerie Biomédicale, INSERM, NeuroSpin Center, Université Paris-Sud, Université Paris-Saclay, 91191 Gif-sur-Yvette, France;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sally A. Marik
cDepartment of Biology, Pace University, Pleasantville, NY 10570
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Sally A. Marik
Stephan Meyer zum Alten Borgloh
aLaboratory of Neurobiology, The Rockefeller University, New York, NY 10065;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Charles D. Gilbert
aLaboratory of Neurobiology, The Rockefeller University, New York, NY 10065;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: gilbert@rockefeller.edu
  1. Contributed by Charles Gilbert, August 24, 2018 (sent for review July 26, 2018; reviewed by Ulf T. Eysel and Takeo Watanabe)

  • Article
  • Figures & SI
  • Info & Metrics
  • PDF
Loading

Article Figures & SI

Figures

  • Tables
  • Fig. 1.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 1.

    Stimuli used for contour detection. Increasing the number of line segments from 1 to 11 increases the perceptual saliency of the embedded contour. With training, shorter contours, made of fewer line segments, can be detected.

  • Fig. 2.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 2.

    Performance of monkey M on the contour detection task, showing a marked improvement during the training period, where M was able to detect embedded contours composed of fewer line segments with practice. At the outset of training, M could detect contours made of nine collinear line segments, then seven after a week of training, five by 4 wk, and three by the end of the training period. Baseline imaging (Figs. 3 and 4) was done before the week 0 psychometric curve, and the second and third reconstructions were taken from imaging sessions between week 4 and week 8. Dark colors indicate mean performance, and flanking lighter colors indicate SE.

  • Fig. 3.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 3.

    Two-photon image of a selected region of cortex taken at the beginning of training (A) and the same region imaged 8 wk later during the course of training (B). Between the two time points, several axon collaterals have sprouted. Axons that were stable over the time period are indicated by blue arrows, a pruned axon collateral is indicated by the red arrow, and newly sprouted axons are indicated by the green arrows.

  • Fig. 4.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 4.

    Reconstruction of axons of monkey M imaged at three time points before training (week 1) and over the course of perceptual learning. The top row compares axons imaged at week 0 (A) and week 6 (B), and the bottom row compares axons imaged at week 6 (C) and week 8 (D). Axons that were stable between these pairs of imaging sessions are shown in blue, pruned axons are shown in red, and newly sprouted axons are shown in green. (Scale bar: 200 μm.)

  • Fig. 5.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 5.

    Performance of monkey C on contour detection task. Here, luminance of the background elements was changed relative to the contour. At the outset of training, the animal could not perform the task at low background levels but showed progressive improvement with increase of background luminance over the subsequent weeks.

  • Fig. 6.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 6.

    Reconstruction of axons of monkey C imaged at the outset of training (A) between weeks 2 and 4 of training (B). (Scale bar: 200 μm.)

  • Fig. 7.
    • Download figure
    • Open in new tab
    • Download powerpoint
    Fig. 7.

    Sketch of imaging chamber. A titanium collar (gray) is implanted and sealed with dental cement (dark brown). A titanium insert (black), sealed with a silicone ring (green), is inserted into the collar, replacing both the skull (light brown) and the dura mater (red). A glass coverslip (blue) is held in place by a threaded titanium ring (black) and sealed with silicone (green).

Tables

  • Figures
    • View popup
    Table 1.

    Percentage of baseline in axon length relative to baseline across imaging sessions for the two monkeys

    Imaging session comparisonAxon length, μm% of Baseline
    Monkey M: comparison, week 0 to week 6
     Total baseline axon length21,266
     Added7,007.732.95
     Retracted5,540.526.05
     Stable15,725.573.95
    Monkey M: comparison, week 6 to week 8
     Total week 6 axon length24,873
     Added15,51662.38
     Retracted2,3139.30
     Stable22,56090.70
    Monkey C: comparison, week 0 to week 4
     Total baseline axon length15,089
     Added7,330.148.58
     Retracted633.10814.20
     Stable14,455.891995.80
    • View popup
    Table 2.

    Percentage of baseline of axon branches across imaging sessions during the course of perceptual learning

    Imaging session comparisonBranch points% of Baseline
    Monkey M: branch point comparison, week 0 to week 6
     Baseline branch points126
     Added3426.98
     Retracted4233.33
     Stable8466.67
    Monkey M: branch point comparison, week 6 to week 8
     Added5977.63
     Retracted1114.47
     Stable6585.52
    Monkey C: branch point comparison, week 0 to week 4
     Baseline branch points63
     Added2539.68
     Retracted46.35
     Stable5993.65
PreviousNext
Back to top
Article Alerts
Email Article

Thank you for your interest in spreading the word on PNAS.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Axonal plasticity associated with perceptual learning in adult macaque primary visual cortex
(Your Name) has sent you a message from PNAS
(Your Name) thought you would like to see the PNAS web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
Axonal plasticity associated with perceptual learning in adult macaque primary visual cortex
Timo van Kerkoerle, Sally A. Marik, Stephan Meyer zum Alten Borgloh, Charles D. Gilbert
Proceedings of the National Academy of Sciences Oct 2018, 115 (41) 10464-10469; DOI: 10.1073/pnas.1812932115

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Request Permissions
Share
Axonal plasticity associated with perceptual learning in adult macaque primary visual cortex
Timo van Kerkoerle, Sally A. Marik, Stephan Meyer zum Alten Borgloh, Charles D. Gilbert
Proceedings of the National Academy of Sciences Oct 2018, 115 (41) 10464-10469; DOI: 10.1073/pnas.1812932115
Digg logo Reddit logo Twitter logo Facebook logo Google logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Mendeley logo Mendeley
Proceedings of the National Academy of Sciences: 115 (41)
Table of Contents

Submit

Sign up for Article Alerts

Article Classifications

  • Biological Sciences
  • Neuroscience

Jump to section

  • Article
    • Abstract
    • Results
    • Discussion
    • Experimental Procedures
    • Acknowledgments
    • Footnotes
    • References
  • Figures & SI
  • Info & Metrics
  • PDF

You May Also be Interested in

Illustration of scientists adding bricks to a wall
Opinion: There’s a better way to address reproducibility and replicability
Scientists should pursue a strategic approach to research, focusing on the accumulation of evidence via designed sequences of studies.
Image credit: Dave Cutler (artist).
Surgeons hands during surgery
Inner Workings: Advances in infectious disease treatment promise to expand the pool of donor organs
Despite myriad challenges, clinicians see room for progress.
Image credit: Shutterstock/David Tadevosian.
Microscopic view of salmonella bacteria
Journal Club: Host defenses signal Salmonella to hijack immune cells, spur disease
Sneaky intracellular bacteria know when to defend themselves and multiply.
Image credit: Camilla Ciolli Mattioli.
Steamboat Geyser eruption.
Eruption of Steamboat Geyser
Mara Reed and Michael Manga explore why Yellowstone's Steamboat Geyser resumed erupting in 2018.
Listen
Past PodcastsSubscribe
Multi-color molecular model
Enzymatic breakdown of PET plastic
A study demonstrates how two enzymes—MHETase and PETase—work synergistically to depolymerize the plastic pollutant PET.
Image credit: Aaron McGeehan (artist).

Similar Articles

Site Logo
Powered by HighWire
  • Submit Manuscript
  • Twitter
  • Facebook
  • RSS Feeds
  • Email Alerts

Articles

  • Current Issue
  • Special Feature Articles – Most Recent
  • List of Issues

PNAS Portals

  • Anthropology
  • Chemistry
  • Classics
  • Front Matter
  • Physics
  • Sustainability Science
  • Teaching Resources

Information

  • Authors
  • Editorial Board
  • Reviewers
  • Librarians
  • Press
  • Site Map
  • PNAS Updates

Feedback    Privacy/Legal

Copyright © 2021 National Academy of Sciences. Online ISSN 1091-6490