Evidence map›Paper›PMID 25489081›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2014

Hebbian and neuromodulatory mechanisms interact to trigger associative memory formation.

Joshua P Johansen, Lorenzo Diaz-Mataix, Hiroki Hamanaka, Takaaki Ozawa, Edgar Ycu, Jenny Koivumaa, Ashwani Kumar, Mian Hou, Karl Deisseroth, Edward S Boyden and 1 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 88 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
88citing papers in PubMed, 1 pooled it
–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

88 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Categorization is 'baked' into the brain.Nature reviews. Neuroscience · 2026
    Review
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  15. State- and Circuit-Dependent Opponent Processing of Fear.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  16. Article
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  18. Review
  19. Article
  20. Article

28 more citing papers are in PubMed but not listed here.

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

11 authors.

Joshua P JohansenLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan; Department of Life Sciences, Graduate School of Arts and Sciences, University of Tokyo, Tokyo 153-0198, Japan; Center for Neural Science, New York University, New York, NY 10003; ledoux@cns.nyu.edu jjohans@brain.riken.jp.
Lorenzo Diaz-MataixCenter for Neural Science, New York University, New York, NY 10003;
Hiroki HamanakaLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan;
Takaaki OzawaLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan;
Edgar YcuLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan;
Jenny KoivumaaLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan;
Ashwani KumarLaboratory for Neural Circuitry of Memory, RIKEN Brain Science Institute, Wako, Saitama 351-0198, Japan;
Mian HouCenter for Neural Science, New York University, New York, NY 10003;
Karl DeisserothDepartment of Bioengineering, Department of Psychiatry and Behavioral Sciences, and Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305;
Edward S BoydenMcGovern Institute for Brain Research, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139; and.
Joseph E LeDouxCenter for Neural Science, New York University, New York, NY 10003; The Emotional Brain Institute, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962 ledoux@cns.nyu.edu jjohans@brain.riken.jp.

Funding

SYNAPTIC TRANSMISSION IN FEAR CONDITIONING CIRCUITSR01MH046516 · NIMH · NEW YORK UNIVERSITY · PI LEDOUX, JOSEPH E · 1991 to 2015
$5.3M
NEURAL PATHWAYS UNDERLYING EMOTIONAL CONDITIONINGR01MH038774 · NIMH · WEILL MEDICAL COLLEGE OF CORNELL UNIV · PI LEDOUX, JOSEPH E · 1985 to 2019
$3.8M
Plasticity in the Central Nucleus of the AmygdalaF32MH082505 · NIMH · NEW YORK UNIVERSITY · PI JOHANSEN, JOSHUA · 2008 to 2010
$143k
Howard Hughes Medical InstituteNIMH NIH HHS F32 MH082505NIMH NIH HHS F32-MH082505NIMH NIH HHS R01 MH038774NIMH NIH HHS R01 MH046516NIMH NIH HHS R01-MH046516NIMH NIH HHS R01-MH38774
6 · The paper itself

Abstract

A long-standing hypothesis termed "Hebbian plasticity" suggests that memories are formed through strengthening of synaptic connections between neurons with correlated activity. In contrast, other theories propose that coactivation of Hebbian and neuromodulatory processes produce the synaptic strengthening that underlies memory formation. Using optogenetics we directly tested whether Hebbian plasticity alone is both necessary and sufficient to produce physiological changes mediating actual memory formation in behaving animals. Our previous work with this method suggested that Hebbian mechanisms are sufficient to produce aversive associative learning under artificial conditions involving strong, iterative training. Here we systematically tested whether Hebbian mechanisms are necessary and sufficient to produce associative learning under more moderate training conditions that are similar to those that occur in daily life. We measured neural plasticity in the lateral amygdala, a brain region important for associative memory storage about danger. Our findings provide evidence that Hebbian mechanisms are necessary to produce neural plasticity in the lateral amygdala and behavioral memory formation. However, under these conditions Hebbian mechanisms alone were not sufficient to produce these physiological and behavioral effects unless neuromodulatory systems were coactivated. These results provide insight into how aversive experiences trigger memories and suggest that combined Hebbian and neuromodulatory processes interact to engage associative aversive learning.

Indexed as

Association LearningMemoryNeuronal PlasticityAmygdalaAnimalsAvoidance LearningMalePyramidal CellsRatsRats, Sprague-Dawleyamygdalaassociative learningHebbian plasticityinstructive signalsneuromodulation

Identifiers

PMID25489081
PMCPMC4280619

What OpenQuestion holds

Textmetadata
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.