Abstract
Objective We used complete-linkage cluster analysis to identify healthy subpopulations with distinct responses to continuous theta-burst stimulation (cTBS). Methods 21 healthy adults (age ± SD, 36.9 ± 15.2 years) underwent cTBS of left motor cortex. Natural log-transformed motor evoked potentials (LnMEPs) at 5–50 min post-cTBS (T5–T50) were calculated. Results Two clusters were found; Group 1 (n = 12) that showed significant MEP facilitation at T15, T20, and T50 (p's < 0.006), and Group 2 (n = 9) that showed significant suppression at T5–T15 (p's < 0.022). LnMEPs at T10 and T40 were best predictors of, and together accounted for 80% of, cluster assignment. In an exploratory analysis, we examined the roles of brain-derived neurotrophic factor (BDNF) and apolipoprotein E (APOE) polymorphisms in the cTBS response. Val66Met participants showed greater facilitation at T10 than Val66Val participants (p = 0.025). BDNF and cTBS intensity predicted 59% of interindividual variability in LnMEP at T10. APOE did not significantly affect LnMEPs at any time point (p's > 0.32). Conclusions Data-driven cluster analysis can identify healthy subpopulations with distinct cTBS responses. T10 and T40 LnMEPs were best predictors of cluster assignment. T10 LnMEP was influenced by BDNF polymorphism and cTBS intensity. Significance Healthy adults can be sorted into subpopulations with distinct cTBS responses that are influenced by genetics.
| Original language | English |
|---|---|
| Pages (from-to) | 2268-2278 |
| Number of pages | 11 |
| Journal | Clinical Neurophysiology |
| Volume | 128 |
| Issue number | 11 |
| DOIs | |
| State | Published - Nov 2017 |
| Externally published | Yes |
Keywords
- BDNF
- Cluster analysis
- Continuous theta-burst stimulation
- Interindividual variability
- Plasticity
- Transcranial magnetic stimulation
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