title: Long-term recordings improve the detection of weak excitatory-excitatory connections in rat prefrontal cortex.
abstract: Characterization of synaptic connectivity is essential to understanding neural circuit dynamics. For extracellularly recorded spike trains, indirect evidence for connectivity can be inferred from short-latency peaks in the correlogram between two neurons. Despite their predominance in cortex, however, significant interactions between excitatory neurons (E) have been hard to detect because of their intrinsic weakness. By taking advantage of long duration recordings, up to 25 h, from rat prefrontal cortex, we found that 7.6% of the recorded pyramidal neurons are connected. This corresponds to ∼70% of the local E-E connection probability that has been reported by paired intracellular recordings (11.6%). This value is significantly higher than previous reports from extracellular recordings, but still a substantial underestimate. Our analysis showed that long recording times and strict significance thresholds are necessary to detect weak connections while avoiding false-positive results, but will likely still leave many excitatory connections undetected. In addition, we found that hyper-reciprocity of connections in prefrontal cortex that was shown previously by paired intracellular recordings was only present in short-distance, but not in long distance (∼300 micrometers or more) interactions. As hyper-reciprocity is restricted to local clusters, it might be a minicolumnar effect. Given the current surge of interest in very high-density neural spike recording (e.g., NIH BRAIN Project) it is of paramount importance that we have statistically reliable methods for estimating connectivity from cross-correlation analysis available. We provide an important step in this direction.
authors.affiliation: Department of Neuroscience, Canadian Centre for Behavioral Neuroscience, The University of Lethbridge, Lethbridge, AB, T1K 3M4, Canada.
authors.forename: C Daniela
authors.initials: CD
authors.lastname: Schwindel
authors.forename: Karim
authors.initials: K
authors.lastname: Ali
authors.forename: Bruce L
authors.initials: BL
authors.lastname: McNaughton
authors.forename: Masami
authors.initials: M
authors.lastname: Tatsuno
mesh_terms: D000200:Action Potentials / Q000502:physiology*; D000818:Animals; D004558:Electric Stimulation; D008297:Male; D009415:Nerve Net / Q000502:physiology; D009434:Neural Pathways / Q000166:cytology / Q000502:physiology*; D009474:Neurons / Q000502:physiology*; D018408:Patch-Clamp Techniques; D017397:Prefrontal Cortex / Q000166:cytology*; D011336:Probability; D051381:Rats; D011916:Rats, Inbred F344; D011930:Reaction Time; D009435:Synaptic Transmission / Q000502:physiology*; D013997:Time Factors; D014851:Wakefulness
keywords: cross correlations; extracellular recordings; local connectivity; medial prefrontal cortex
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