Evidence map›Paper›PMID 41016123›Full record

ArticleEpilepsy & behavior : E&B2025

A pilot study of inter-regional phase amplitude coupling as comorbid depression biomarker in temporal lobe epilepsy.

Andy Ho Wing Chan, Muhammad A Parvaz, Riaz B Shaik, Tarik Bel-Bahar, Onome Eka, Fedor Panov, Saadi Ghatan, Ji Yeoun Yoo, Anuradha Singh, Sloane Sheldon and 5 more

Abstract read
In one paragraph

Article in Epilepsy & behavior : E&B, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

15 authors.

Andy Ho Wing ChanDepartment of Neurology, Rockefeller Neuroscience Institute, Department of Medicine, West Virginia University, United States; Department of Neurology, Icahn School of Medicine at Mount Sinai, United States; Department of Psychiatry, ISMMS, United States. Electronic address: howing.chan@mountsinai.org.
Muhammad A ParvazDepartment of Psychiatry, ISMMS, United States; Department of AI and Human Health, ISMMS, United States; Department of Neuroscience, ISMMS, United States.
Riaz B ShaikDepartment of Psychiatry, ISMMS, United States.
Tarik Bel-BaharDepartment of Psychiatry, ISMMS, United States.
Onome EkaDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Fedor PanovDepartment of Neurosurgery, ISMMS, United States.
Saadi GhatanDepartment of Neurosurgery, ISMMS, United States.
Ji Yeoun YooDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Anuradha SinghYale School of Medicine, United States.
Sloane SheldonDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Madeline C FieldsDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Lara V MarcuseDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Nathalie JetteClinical Neurosciences, Calgary Zone, AHS, United States.
James J YoungDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States.
Helen S MaybergDepartment of Neurology, Icahn School of Medicine at Mount Sinai, United States; Department of Psychiatry, ISMMS, United States; Department of Neuroscience, ISMMS, United States; Department of Neurosurgery, ISMMS, United States.

Funding

Training the next generation of clinical neuroscientistsT32MH122394 · NIMH · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Rene S. Kahn, ANTONIA S NEW · 2020 to 2026
$2.5M
NIMH NIH HHS T32 MH122394
6 · The paper itself

Abstract

Temporal lobe epilepsy (TLE) is associated with depression, but the neurobiological mechanisms underlying their bidirectional relationship remain unclear. Phase-amplitude coupling (PAC) refers to the interaction between the phase of low-frequency oscillations and the amplitude of high-frequency oscillations within the same brain signal, reflecting coordination between different brain rhythms for communication and cognitive processes. While prior studies, including our own, have explored PAC within individual brain regions, inter-regional PAC (irPAC) has not been studied in TLE and comorbid depression. We investigated irPAC in 17 TLE patients with electrodes implanted in the hippocampus, amygdala, and four cortical and subcortical regions (superior temporal, superior frontal, mesial orbitofrontal, and rostral anterior cingulate) in Papez circuit and default mode network. Modulation indices for directional brain region pairings were computed using a data-driven approach. Our analysis revealed a distinct delta-beta coupling signature that differentiated depressed from non-depressed TLE patients and correlated significantly with Beck Depression Inventory scores (Spearman's ratio ∼ 0.5), with similar correlation strengths observed for seizure frequency in the Epilepsy Monitoring Unit. These findings suggest that aberrant inter-regional oscillatory interactions within limbic-cortical circuits may contribute to depression in epilepsy. The delta-beta irPAC signal may represent depression-related neural signatures that are distinct from general epilepsy network dysfunction. This work provides new insights into the interplay between epilepsy and depression in Papez circuit and default mode network.

Indexed as

BrainDepressionEpilepsy, Temporal LobeAdultComorbidityElectroencephalographyFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedPilot ProjectsYoung AdultBiomarkerDepressionInter-regional phase amplitude couplingIntracranial EEGLimbic-corticalNeuromodulationTemporal lobe epilepsy

Identifiers

PMID41016123
PMCPMC13034801

What Socratic holds

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Registered trials

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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 Socratic graph.