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Healthy AgingNCT05178381

Evaluating the Neurocomputational Mechanisms of Explore-Exploit Decision Making in Older Adults

A study testing Continuous theta burst transcranial magnetic stimulation in people with Healthy Aging, run by University of Arizona at 1 site in United States.

Completed

Finished. The study has ended and is not enrolling. Results may be posted on the official record.

Official record
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Trial summary

The full experiment involves participants coming into the lab on five separate occasions for neuropsychological testing, a decision making battery, functional and structural MRI, and two TMS sessions for stimulation of the target or control stimulation site. Read more about this study

Who is it for?
Ages 18 to 80 yearsHealthy volunteers can take part
Conditions the study is for
Healthy Aging
What is being tested?
Continuous theta burst transcranial magnetic stimulation
Type of treatment
Medical device
Could I receive a placebo?
No, everyone receives an active treatment
How many people
248 participants
Where
1 siteUnited States
Study dates
1 Oct 2022to 1 Aug 2024
Phase
Interventional
Are there results?
None posted in the registry

Key requirements

Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.

  • Ages 18 to 80 years
  • All sexes
  • Healthy volunteers accepted
  • Adult, Older adult

Who may be able to join

  • Male or female aged 18-30 (younger adults) or 65-74 (older adults)
  • No subjective memory complaints
  • Fluent in English or formal education in English starting from at least the age of 5
  • Telephone Interview for Cognitive Status (TICS) score > 31
  • Montreal Cognitive Assessment (MoCA) > 25
  • Score ≤ 10 on the Hamilton Depression Rating Scale (Hamilton, 1960)
Show all 10Show fewer
  • No significant neurological, psychiatric, medical illness or injury that would affect cognitive function
  • No history of concussion with greater than 5 minutes of loss of consciousness
  • No history of a psychoactive substance use disorder
  • Able and willing to provide informed consent

Who cannot join

  • Subjective memory complaints
  • Telephone Interview for Cognitive Status (TICS) score less than or equal to 31
  • Montreal Cognitive Assessment (MoCA) less than or equal to 25
  • Score less than one standard deviation below the age, education, and sex adjusted mean from the NACC UDS version 3 normative cohort (Albert et al. 2011; McKhann et al., 2011
  • Criteria for DSM-5 diagnosis or history of serious psychiatric disease or diagnosed learning disabilities
  • Any other neurological, psychiatric, or medical illness or injury expected to interfere with cognitive function or memory including but not limited to stroke (diagnosed with evidence of stroke), head injury, epilepsy, Parkinson's, brain cancer, depression. Migraines OK. May have TIAs with no sign of impairment and no sequelae following the event
Show all 12Show fewer
  • Active substance abuse disorder i.e. alcohol, nicotine. Previous substance abuse of cocaine, Ecstasy, LSD, IV drugs
  • History of seizure disorder as child or currently experiencing or on medications for seizures. Exception is febrile seizures as a child.
  • Currently taking the following medications, which are contraindications for TMS: tricyclic antidepressants (Amitriptyline, Clomipramine, Doxepine, Imapramine, Maprotiline, Nortriptyline), anti-psychotic medication (Clozapine), Anti-virals (Foscarnet, Ganciclovir, Ritonavir), Bronchodilator (Theophylline), Amphetamines, gamma-Hydroxybutyrate, Ketamine
  • Have recently stopped taking the following medications, which are contraindications for TMS: Alcohol, Benzodiazepines, Barbiturates, Chloral Hydrate, Meprobamate
  • Any condition which may prevent the subject from adhering to the study protocol, as determined by the PI, i.e. reported learning disability, cataracts impairing vision, colorblindness.
  • The presence of any metallic implant or foreign body, including dental bridges excludes participants from MRI. Removable body piercings/implants okay. Movement disorders that prevent the subject from being still for the MRI. Other contraindications to MRI including being a professional metal worker or welder, having recurring panic attacks or being claustrophobic, being pregnant, or an abnormally high weight or height to fit in scanner. Patients with these MRI contraindications will not be enrolled.

Trial locations and contacts

1 site in 1 country.

United States1 site
  • University of Arizona

    Tucson, Arizona, 85721

Other trials in United States

About this study

The full experiment involves participants coming into the lab on five separate occasions for neuropsychological testing, a decision making battery, functional and structural MRI, and two TMS sessions for stimulation of the target or control stimulation site. The clinical trial component concerns only the last two sessions where subjects will be randomly assigned to different groups to receive different TMS interventions.

In particular, the TMS experiments will ask two main questions:

Read more
  1. What is the causal role of frontal pole in explore-exploit behavior in younger and older adults?
  2. What is the causal role of IFG in explore-exploit behavior in younger and older adults?

The investigators will use continuous theta-burst transcranial magnetic stimulation (cTBS, Huang et al. 2005) to inhibit neural activity in each region for approximately 50 minutes (Wischnewski \& Schutter, 2015) and measure the downstream effects on behavior in younger and older adults. Consistent with their respective roles in the explore-exploit circuit (Figure 5 in Research Strategy), the investigators predict that inhibition of frontal pole will lead to a selective reduction in directed, but not random, exploration, while inhibition of IFG will decrease exploitation and lead to increases in both types of exploration.

Participants in each age group will be pseudo-randomly assigned to either the frontal pole group or IFG group such that the study will have 42 participants (21 males, 21 females) in each group. Thus there will be four distinct groups of subjects older frontal pole, younger frontal pole, older IFG, younger IFG. Each participant will take part in two TMS sessions, one target and one control session. The order of sessions will be counterbalanced across subjects.

The primary endpoints of the study are to determine whether:

  1. cTBS applied to frontal pole inhibits directed exploration within the younger and older groups
  2. cTBS applied to IFG promotes both directed and random exploration within the younger and older groups

The study is powered to answer these questions with 80% power at a threshold of p < 0.05.

Read the detailed description

Participants will take part in five experimental sessions. These will involve neuropsychological testing, a decision making battery, functional and structural MRI, and two sessions of transcranial magnetic stimulation applied to either a target or control region. The clinical trial component concerns only the last two sessions where subjects will be randomly assigned to different groups to receive different TMS interventions. For completeness, all sessions are described below:

240 participants (110 younger, 130 older, 50% female) will be recruited from the local Tucson population. Neuropsychological testing in the first session will be used to exclude participants who exhibit symptoms of mild cognitive impairment or early stage Alzheimer's.

Decision making battery: All participants will perform the Horizon Task (Wilson et al. 2014) to measure explore-exploit behavior in addition to a Decision Making battery to measure risk taking, ambiguity attitude, temporal discounting, and behavioral variability.

Neuroimaging: 92 younger and 92 older adults will return to take part in the MRI experiment. All participants will be screened during the telephone interview and the behavioral session to rule out contraindications for MRI and TMS and screened once more at the start of the MRI session. MRI experiments will take place in the 3T Skyra scanner at the neuroimaging facility at Banner University Medical Center. All neuroimaging experiments will be run according to standard safety guidelines (Rossi et al. 2009) and participants will be screened and give informed consent before the procedure beings.

Each scan session will last about 90 minutes and will include a short localizer scan (approximately 1 minute), a T1-weighted structural scan (6 minutes), diffusion tensor imaging to assess structural connectivity (DTI, 10 minutes), FLAIR to quantify white matter hyperintensities (2 minutes), a field map to correct for magnetic field inhomogeneities, especially in frontal pole (2 minutes), resting-state fMRI to measure functional connectivity (8 minutes), and event-based fMRI using the task described below (50-60 minutes). All functional scans will be acquired with parameters that are optimized prevent signal dropout in frontal pole and other frontal regions (Deichmann et al. 2003).

Sessions 4 and 5 (TMS): The TMS sessions fit the definition of a clinical trial because subjects will be prospectively assigned to different groups who will receive different interventions in different orders. Participants in each age group will be pseudo-randomly assigned to groups according to whether the target region for TMS is frontal pole of IFG. Thus, there will be four distinct groups of subjects: older frontal pole, younger frontal pole, older IFG, younger IFG, with 42 participants (21 males, 21 females) in each group. Each participant will take part in two TMS sessions, one target and one control session. The order of sessions will be counterbalanced across subjects.

TMS sessions will take place in new TMS facility at Banner University Medical Center. All TMS will be delivered in line with established safety guidelines (Rossi et al, 2009) under the supervision of co-I Chou who is the director of the TMS facility and has extensive experience with TMS in young, old and cognitively impaired subjects. When followed correctly, these guidelines ensure that TMS is a very safe procedure with only a handful of adverse events occurring in approximately 20 years of research.

After completing consent and screening procedures, each TMS session will begin with the measurement of the action motor threshold (AMT). The AMT is defined as the minimum stimulus intensity that produces a liminal motor-evoked potential (about 200 μV in 50% of 10 trials) during isometric contraction of the tested muscle. After the AMT has been measured, participants will receive cTBS (50Hz stimulation at 80% AMT for 40 seconds; Huang et al 2005). Stimulation will be applied to either the target area (frontal pole or IFG) or control area (vertex) with the order of sessions counterbalanced across participants. Proper targeting of each region will be achieved using a frameless neuronavigation system (Localite TMS Navigator) with a Polaris Spectra infrared camera (Northern Digital, Waterloo, Ontario, Canada). This system enables stimulation to be centered on specific coordinates in Montreal Neurological Institute (MNI) space. Coordinates [x,y,z] = [35,50,15] will be used for frontal pole (based previous fMRI work and our original TMS study, Daw et al., 2006; Zajkowski et al. 2017) and [x,y,z] = [56,16,22] for right IFG based on the location of our activations in the young pilot group. The vertex control site is defined as the Cz position of a 10-20 EEG system. After receiving TMS, participants will stare at a white wall for 1 minute before performing the Horizon Task for 45 minutes.

Conditions
Healthy Aging
Being tested
Continuous theta burst transcranial magnetic stimulation
Keywords
decision making, exploration, reinforcement learning, function magnetic resonance imaging, transcranial magnetic stimulation

What participants receive

What participants receive. In a randomised study each person is assigned to one group by chance.

  • Continuous theta burst transcranial magnetic stimulationDevice

    Also called cTBS

    Participants will receive cTBS (50Hz stimulation at 80% AMT for 40 seconds). Stimulation will be applied to either the target area (frontal pole or IFG) or control area (vertex). Targeting of each region will be achieved using a frameless neuronavigation system with a Polaris Spectra infrared camera that enables stimulation to be centered on specific coordinates in Montreal Neurological Institute space. We will use coordinates [x,y,z] = [35,50,15] for frontal pole and [x,y,z] = [56,16,22] for right IFG based on the location of our activations in the young pilot group (Figure 4). The vertex control site is defined as the Cz position of a 10-20 EEG system. After receiving TMS, participants will stare at a white wall for 1 minute before performing the Horizon Task for 45 minutes.

Study groups in NCT05178381
Study groupRoleWhat they receive
Target: frontal pole; Order: frontal pole firstExperimentalIn this arm the target stimulation site is the frontal pole, the control stimulation site is the vertex. Participants will receive the frontal pole stimulation in the first TMS session and vertex stimulation in the second TMS session.
Receives: Device: Continuous theta burst transcranial magnetic stimulation
Target: frontal pole; Order: vertex firstExperimentalIn this arm the target stimulation site is the frontal pole, the control stimulation site is the vertex. Participants will receive the vertex stimulation in the first TMS session and frontal pole stimulation in the second TMS session.
Receives: Device: Continuous theta burst transcranial magnetic stimulation
Target: IFG; Order: IFG firstExperimentalIn this arm the target stimulation site is the IFG, the control stimulation site is the vertex. Participants will receive IFG stimulation in the first TMS session and vertex stimulation in the second TMS session.
Receives: Device: Continuous theta burst transcranial magnetic stimulation
Target: IFG; Order: vertex firstExperimentalIn this arm the target stimulation site is the IFG, the control stimulation site is the vertex. Participants will receive vertex stimulation in the first TMS session and IFG stimulation in the second TMS session.
Receives: Device: Continuous theta burst transcranial magnetic stimulation

What is being measured

The primary outcome is the main question the study is designed to answer.

  1. Directed exploration

    Change in directed exploration as a result of stimulation to target vs control site. Directed exploration will be measured using the Horizon Task (Wilson et al. 2014) in which directed exploration is defined as the change in p(high info) between horizon 1 and horizon 6.

    Measured: Between TMS session 1 and TMS session 2 (1-2 weeks)

  2. Random exploration

    Change in random exploration as a result of stimulation to target vs control site. Random exploration will be measured using the Horizon Task (Wilson et al. 2014) in which random exploration is defined as the change in p(low mean) between horizon 1 and horizon 6.

    Measured: Between TMS session 1 and TMS session 2 (1-2 weeks)

Timeline

From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.

  1. First posted5 Jan 2022
  2. Study start1 Oct 2022
  3. Primary completion31 Jul 2024
  4. Study completion1 Aug 2024

Resources

More details

For doctors and researchers: how the study is designed, who runs it, and its registry IDs.

Study design
Study type
Interventional
Phase
Phase N/A
Primary purpose
Basic science
Allocation
Randomised
Intervention model
Crossover
Model description
The main analyses in this study will ask whether cTBS applied to frontal pole and IFG changes explore-exploit behavior relative to the control condition where cTBS is applied to vertex within age group. Our main predictions are: (1) frontal pole will reduce directed exploration in both age groups, and (2) IFG stimulation will increase both directed and random exploration in both age groups. To test these hypotheses we will perform separate repeated-measures ANOVAs for the different age groups (younger and older adults), for different types of exploration (directed vs random), and for the different target stimulation sites (frontal pole vs IFG), yielding 8 different analyses. Each ANOVA will include TMS condition (vertex vs target) as a within subject factor and order (vertex first vs target first) as a between-subjects factor. The key question is whether there is a main effect of TMS condition on our measures of directed and random exploration.
Masking
Single blind
Who is masked
Participant
Enrolment
248 participants (actual)
IDs, dates and publications
ClinicalTrials.gov ID
NCT05178381
Sponsor's protocol ID
R01AG061888
Other IDs
R01AG061888
Status last verified
May 2025
First submitted
18 May 2021
Last updated
20 May 2025
Results posted
No
Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
Yes
Individual data sharing
Yes: All behavioral and neuroimaging data will be shared after publication of the findings journal articles. Behavioral data from all experiments, including behavior from in the scanner will be shared on the dataverse.org. Neuroimaging data will be shared on openneuro.org an NIH sponsored repository for neuroimaging data including complex fMRI data sets. All code pertaining to data analyses used for any publications will be shared on GitHub. All data will be deidentified before sharing.

Publications

  • Wilson RC, Geana A, White JM, Ludvig EA, Cohen JD. Humans use directed and random exploration to solve the explore-exploit dilemma. J Exp Psychol Gen. 2014 Dec;143(6):2074-81. doi: 10.1037/a0038199. Epub 2014 Oct 27.

    PubMed 25347535
  • Daw ND, O'Doherty JP, Dayan P, Seymour B, Dolan RJ. Cortical substrates for exploratory decisions in humans. Nature. 2006 Jun 15;441(7095):876-9. doi: 10.1038/nature04766.

    PubMed 16778890
  • Zajkowski WK, Kossut M, Wilson RC. A causal role for right frontopolar cortex in directed, but not random, exploration. Elife. 2017 Sep 15;6:e27430. doi: 10.7554/eLife.27430.

    PubMed 28914605
  • Rossi S, Hallett M, Rossini PM, Pascual-Leone A; Safety of TMS Consensus Group. Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research. Clin Neurophysiol. 2009 Dec;120(12):2008-2039. doi: 10.1016/j.clinph.2009.08.016. Epub 2009 Oct 14.

    PubMed 19833552
  • Huang YZ, Edwards MJ, Rounis E, Bhatia KP, Rothwell JC. Theta burst stimulation of the human motor cortex. Neuron. 2005 Jan 20;45(2):201-6. doi: 10.1016/j.neuron.2004.12.033.

    PubMed 15664172
  • Wischnewski M, Schutter DJ. Efficacy and Time Course of Theta Burst Stimulation in Healthy Humans. Brain Stimul. 2015 Jul-Aug;8(4):685-92. doi: 10.1016/j.brs.2015.03.004. Epub 2015 Mar 26.

    PubMed 26014214

Questions about this trial

What is this clinical trial studying?

A study testing Continuous theta burst transcranial magnetic stimulation in people with Healthy Aging, run by University of Arizona at 1 site in United States.

The full registered description is in the About this study section and the official record.

Who may be eligible to take part?

The sponsor lists 10 inclusion and 12 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.

Is this clinical trial currently recruiting?

The record says: finished, as of the sponsor's last update on 20 May 2025. Status can change between updates, so confirm with the study contact before making plans.

Where is the study taking place?

The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.

What are the possible benefits and risks?

They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.

Are results available for this study?

The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.

How can a doctor refer a patient or contact the research team?

The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.

What does the primary outcome measure?

Directed exploration (time frame: Between TMS session 1 and TMS session 2 (1-2 weeks)). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.

Where can I read the original study information?

On the ClinicalTrials.gov record for NCT05178381, which also lists 6 linked publications.

Does a listing mean the treatment is approved or proven to work?

No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.

How often is this information updated?

AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 20 May 2025.

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