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Individual Differences in Cognitive Control Predict Real-time fMRI Neurofeedback Performance

Individual Differences in Cognitive Control Predict Real-time fMRI Neurofeedback Performance

Status
Recruiting
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT07211269
Enrollment
40
Registered
2025-10-07
Start date
2025-09-03
Completion date
2026-01-12
Last updated
2025-10-07

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Healthy

Keywords

Neurofeedback Performance, Interoception, Cognitive Control

Brief summary

The goal of this study is to investgate whether individual differences of cognitive control capacity could predict neurofeedback performance and the behavioral effects resulting from successful anterior insula regulation via interoceptive strategy.

Detailed description

The experimental protocol comprises two visits with a 3-7 days interval. The first visit includes: (1) completion of standardized psychological questionnaires, (2) pre-test of the heartbeat counting task (HCT), and (3) four validated cognitive control tasks, including the Go/No-Go task, Stroop task, Task-switching task, N-back task. The main task of the second visit is a fMRI task followed by a post-test of the HCT. The MRI scanning protocol includes anatomical scan, two resting-state scans (pre- and post-training), four runs of fMRI neurofeedback training and a transfer run without feedback. During the regulation block of the training task, participants are asked to upregulate the anterior insula activity followed by a pain empathy rating and strategy efficacy rating. All participants receive real-time neurofeedback from the left anterior insula. Scores of questionnaires including Positive and Negative Affect Schedule, Beck Depression Inventory-Ⅱ, Autism Spectrum Quotient, State-Trait Anxiety Inventory, Interpersonal Reactivity Index, Toronto Alexithymia scale, Bermond-Vorst Alexithymia Questionnaire, Interoceptive Confusion Questionnaire, Multidimensional Assessment of Interoceptive Awareness, Cognitive Flexibility Inventory are also collected before the experiment.

Interventions

Real-time neurofeedback information is computed using the Turbo Brain voyager (TBV) 4.0 software (Brain Innovation, Maastricht, The Netherlands). Functional images are collected and processed in real time based on contrasts of regulation vs. rest conditions. The BOLD signal of the target region is then transformed into visual bars and displayed to participants via the projector screen while participants keep using regulation strategy (heartbeat interoception in our study) to upregulate the target region.

Sponsors

University of Electronic Science and Technology of China
Lead SponsorOTHER

Study design

Allocation
NA
Intervention model
SINGLE_GROUP
Primary purpose
BASIC_SCIENCE
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
18 Years to 35 Years
Healthy volunteers
Yes

Inclusion criteria

* Healthy subjects without any past or present psychiatric or neurological disorders

Exclusion criteria

* History of brain injury Medical or mental illness and color blindness or weakness. * The presence of metal in the body or claustrophobia.

Design outcomes

Primary

MeasureTime frameDescription
BOLD signal of the anterior insula during neurofeedback training1 hourThe anterior insula activity induced by regulation relative to rest blocks in the neurofeedback training task and transfer task.
Behavioral measurements in the cognitive control tasks1 hourResponse time and accuracy are recorded in the cognitive control tasks (i.e., the Go/No-Go task, Stroop task, Task-switching, N-back task).

Secondary

MeasureTime frameDescription
Pain empathy ratings scores1 hourSubjects were required to rate their empathic feeling towards painful pictures on a Likert Scale ranging from 1-9 (1 = not at all and 9 = very painful) after each block.
Strategy efficacy rating scores1 hourSubjects were required to rate the strategy efficacy on a Likert Scale ranging from 1-9 (1 = not at all and 9 = very) after each block.
Intero-ceptive accuracy15 minutesThe ratio of participants' perceived number of heartbeat relative to the recorded number of heartbeat in the heartbeat counting task.
Confidence rating scores of interoceptive sensitivity15 minutesSubjects were asked to rate to what extent they can feel their heartbeat based on a Likert Scale ranging from 1-9 (1 = very low and 9 = very high) in the heartbeat counting task.

Countries

China

Contacts

Primary ContactKeith M Kendrick, Dr.
k.kendrick.uestc@gmail.com86-28-61830811

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026