Evidence map›Paper›PMID 38710234›Full record

ArticleJournal of neuroscience methods2024

CARLA: Adjusted common average referencing for cortico-cortical evoked potential data.

Harvey Huang, Gabriela Ojeda Valencia, Nicholas M Gregg, Gamaleldin M Osman, Morgan N Montoya, Gregory A Worrell, Kai J Miller, Dora Hermes

Abstract read
In one paragraph

Article in Journal of neuroscience methods, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

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

  1. Pooled it
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  3. Electrophysiological features of signals recorded from white matter.bioRxiv : the preprint server for biology · 2026
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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

8 authors.

Harvey HuangMayo Clinic Medical Scientist Training Program, Rochester, MN, USA. Electronic address: huang.harvey@mayo.edu.
Gabriela Ojeda ValenciaDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.
Nicholas M GreggDepartment of Neurology, Mayo Clinic, Rochester, MN, USA.
Gamaleldin M OsmanDepartment of Neurology, Mayo Clinic, Rochester, MN, USA; Division of Child Neurology, Department of Pediatrics, McGovern Medical School at UTHealth, Houston, TX, USA.
Morgan N MontoyaDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA.
Gregory A WorrellDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Neurology, Mayo Clinic, Rochester, MN, USA.
Kai J MillerDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Neurologic Surgery, Mayo Clinic, Rochester, MN, USA.
Dora HermesDepartment of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA; Department of Neurology, Mayo Clinic, Rochester, MN, USA; Department of Radiology, Mayo Clinic, Rochester, MN 55901, USA. Electronic address: hermes.dora@mayo.edu.

Funding

MSTP at Mayo Clinic RochesterT32GM145408 · NIGMS · MAYO CLINIC ROCHESTER · PI SCOTT H KAUFMANN, LISA A SCHIMMENTI · 2023 to 2026
$4.7M
CRCNS: Processing speed in the human connectome across the lifespanR01MH122258 · NIMH · MAYO CLINIC ROCHESTER · PI HERMES, DORA · 2019 to 2023
$1.8M
NIGMS NIH HHS T32 GM145408NIMH NIH HHS R01 MH122258
6 · The paper itself

Abstract

Human brain connectivity can be mapped by single pulse electrical stimulation during intracranial EEG measurements. The raw cortico-cortical evoked potentials (CCEP) are often contaminated by noise. Common average referencing (CAR) removes common noise and preserves response shapes but can introduce bias from responsive channels. We address this issue with an adjusted, adaptive CAR algorithm termed "CAR by Least Anticorrelation (CARLA)". CARLA was tested on simulated CCEP data and real CCEP data collected from four human participants. In CARLA, the channels are ordered by increasing mean cross-trial covariance, and iteratively added to the common average until anticorrelation between any single channel and all re-referenced channels reaches a minimum, as a measure of shared noise. We simulated CCEP data with true responses in 0-45 of 50 total channels. We quantified CARLA's error and found that it erroneously included 0 (median) truly responsive channels in the common average with ≤42 responsive channels, and erroneously excluded ≤2.5 (median) unresponsive channels at all responsiveness levels. On real CCEP data, signal quality was quantified with the mean R

Indexed as

AlgorithmsCerebral CortexEvoked PotentialsSignal Processing, Computer-AssistedAdultComputer SimulationElectric StimulationElectrocorticographyElectroencephalographyFemaleHumansMaleCommon average referenceCortico-cortical evoked potentialIntracranial EEGRe-referencingSingle pulse electrical stimulationStereo EEG

Identifiers

PMID38710234
PMCPMC11149384

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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.