• Home
  • Search
  • Quantifying network behavior in the rat prefrontal cortex: a reproducibility crisis
  • Open Access IconOpen Access
  • https://doi.org/10.1101/2023.05.16.541018Copy DOI Icon

Quantifying network behavior in the rat prefrontal cortex: a reproducibility crisis

  • Aug 15, 2023
  • bioRxiv
  • Congzhou M Sha +4 more
Show More
  • Abstract
  • Literature Map
  • References
  • Similar Papers
Abstract

The question of how consciousness and behavior arise from neural activity is fundamental to understanding the brain, and to improving the diagnosis and treatment of neurological and psychiatric disorders. There is significant murine and primate literature on how behavior is related to the electrophysiological activity of the medial prefrontal cortex and its role in working memory processes such as planning and decision-making. Existing experimental designs, however, have insufficient statistical power to unravel the complex processes of the prefrontal cortex. We therefore examined the theoretical limitations of such experiments, providing concrete guidelines for robust and reproducible science. We piloted the use of dynamic time warping and associated statistical tests to data from neuron spike trains and local field potentials, to quantify neural network synchronicity and correlate neuroelectrophysiology with rat behavior. Our results indicate the statistical limitations of existing data, making meaningful comparison between dynamic time warping with traditional Fourier and wavelet analysis currently impossible until larger and cleaner datasets are available.Significance StatementThe prefrontal cortex is important in decision-making, yet no robust method currently exists to correlate neuron firing in the PFC to behavior. We argue that existing experimental designs are ill-suited to addressing these scientific questions, and we propose a potential method using dynamic time warping to analyze PFC neural electrical activity. We conclude that careful curation of experimental controls is needed to separate true neural signals from noise accurately.

Similar Papers
  • Research Article
  • Citations746

Decision Making in Recurrent Neuronal Circuits

  • Oct 01, 2008
  • Neuron
  • Xiao-Jing Wang
  • PDF
  • Research Article
  • Citations52

Resting State Vagally-Mediated Heart Rate Variability Is Associated With Neural Activity During Explicit Emotion Regulation.

  • Nov 05, 2018
  • Frontiers in Neuroscience
  • Elisa C K Steinfurth +5
  • Research Article
  • Citations29

Preserved Working Memory and Altered Brain Activation in Persons at Risk for Psychosis

  • Nov 01, 2013
  • American Journal of Psychiatry
  • Siti N Yaakub +9
  • Research Article
  • Citations185

Distributed Coding of Actual and Hypothetical Outcomes in the Orbital and Dorsolateral Prefrontal Cortex

  • May 01, 2011
  • Neuron
  • Hiroshi Abe +1
  • Research Article
  • Citations32

NMDA Receptors Control Cue-Outcome Selectivity and Plasticity of Orbitofrontal Firing Patterns during Associative Stimulus-Reward Learning

  • Nov 01, 2012
  • Neuron
  • Marijn Van Wingerden +5
  • Research Article
  • Citations2

Robustness of working memory to prefrontal cortex microstimulation

  • Jan 14, 2025
  • bioRxiv
  • Joana Soldado-Magraner +3
  • Research Article
  • Citations231

The Neurophysiological Bases of Emotion: An fMRI Study of the Affective Circumplex Using Emotion-Denoting Words

  • Mar 14, 2008
  • Human brain mapping
  • Jonathan Posner +9
  • Research Article
  • Citations8

Chronic antidepressant-like effect of EMD386088, a partial 5-HT6 receptor agonist, in olfactory bulbectomy model may be connected with BDNF and/or CREB signalling pathway.

  • May 24, 2018
  • Pharmacological Reports
  • Magdalena Jastrzębska-Więsek +6
  • Research Article
  • Citations1

G148 The relationship between pubertal status and neural activity during risky decision-making in male adolescents using fmri

  • Apr 01, 2015
  • Archives of Disease in Childhood
  • Al Goddings +5
  • Research Article
  • Citations29

Baclofen ameliorates spatial working memory impairments induced by chronic cerebral hypoperfusion via up-regulation of HCN2 expression in the PFC in rats

  • Apr 13, 2016
  • Behavioural Brain Research
  • Pan Luo +8
  • Research Article
  • Citations22

Pesticide exposure and cortical brain activation among farmworkers in Costa Rica

  • Oct 10, 2022
  • Neurotoxicology
  • Ana M Mora +13
  • Research Article
  • Citations231

Dissociable mechanisms of attentional control within the human prefrontal cortex.

  • Jan 01, 2001
  • Cerebral Cortex
  • Y Nagahama +8
  • Research Article
  • Citations21

Homovanillic acid in caudate and pre-frontal cortex following neuroleptics

  • Mar 01, 1984
  • European Journal of Pharmacology
  • Malcolm B Bowers
  • Research Article
  • Citations22

Negative socio-emotional resonance in schizophrenia: a functional magnetic resonance imaging hypothesis

  • Jan 01, 2004
  • Medical Hypotheses
  • C Fahim +5
  • Research Article

"Intraindividual variability in neural activity in the prefrontal cortex during active walking in older adults": Correction to Holtzer et al. (2020).

  • Mar 01, 2021
  • Psychology and Aging
  • J Bourret +1
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.