Y P O C Intensive Course in Transcranial Magnetic Stimulation T O N O D “The cause of, and solution to, some of TMS’s variability E S And a way to potentially increase its selectivity and efficacy” A E Peter J. Fried, Ph.D. L P March, 2018
Y P O C T What is ‘state-dependency’? O Single Pulse TMS (specificity) N Repetitive TMS (meta-plasticity, variability) O Implications for study design D E S A E L P
Y P O C T O Input N O The basal or ongoing state of the brain Something D in the influences the outcome of stimulation middle E S A E L Output P
Y P O C T Test pulse Conditioning Pulse (alone) O + Test Pulse N Intracortical Inhibition O (ISI = 1-6ms) D Intracortical Facilitation E (ISI = 8-30ms) S A E L Modified from: Kobayashi & Pascual-Leone, 2003 (Lancet Neurology) P
Y P O C T What is ‘state-dependency’? O Single Pulse TMS (specificity) N Adaptation & Priming O Repetitive TMS (meta-plasticity) D Implications for study design E S A E L P
Y P O C T O Adaptation: Prolonged prior exposure to stimulus reduces N neural activity and response to subsequent O presentation D Priming: Transient prior exposure to stimulus increases E neural activity and response to subsequent presentation S A E L P
Y P O C T O N O + D E S A E L P
Y P O C T O N O + D E S A E L P
Y P O C T O Relative neural activity N O D Baseline After adaptation to red After TMS E S A E Modified from: Silvanto et al., 2008 (Trends in Cognitive Sciences) L P
Y P O C T O N O D E S A E L Cattaneo & Silvanto, 2008 (NeuroReport) P
Y P O C T O N O D E S A E L P Cattaneo et al., 2008 (European Journal of Neuroscience)
Y P O C T neural activity = TMS susceptibility O N Adaptation/Priming can O improve selectivity of TMS D E “Functionally independent, spatially S overlapping populations of neurons” A E L P
Y P O C T What is ‘state-dependency’? O Single Pulse TMS (specificity) N Repetitive TMS (meta-plasticity) O Inter-individual variability D Altered impact in disorders E S Preconditioning, multiple sessions A Implications for study design E L P
Y P O C T O N O D E S A E L P 14
Y P O C T O 1600 pulses 240 pulses N O D E S A E L P
Y P O C T 100% Spatial Accuracy O 100% 95% N * 95% O 90% D 90% 85% E 85% S 80% A 80% E Baseline Post-rTMS 75% L P 70% Modified from Fried et al., 2014 Baseline Post-rTMS
Y P O C T O Impact of 1Hz rTMS on Motor-Evoked Potential (MEP), Intracortical Facilatition and Inhibition N O D E S A E Brighina et al., 2005 (Experimental Brain Research) L P
Y P O C Iezzi E et al., 2008 (J Neurophysio) T O N O D E S A E L P
Y P O C T O 80 N MEP amplitude (%∆ from baseline) 60 40 O 20 D 0 Visit-A Visit-B E -20 S -40 A -60 E -80 Baseline T5-T20 T30-T40 T50-T60 L Time relative to iTBS P
Y P O C T Impact of tDCS/rTMS on Motor-Evoked Potential (MEP) amplitude O N O D E S A E L Siebner et al., 2004 (Journal of Neuroscience) P
Y P O C T O N O D E S A E L P
Y P O C T Impact of daily 1Hz rTMS on visuo-spatial detection O N Impact of rTMS on Motor-Evoked Potentials O D E S A E Maeda et al., 2000 (Clinical Neurophysiology) L P Valero-Cabré et al., 2008 (European Journal of Neuroscience)
Y P O C T O Impact of TBS on Motor-Evoked Potential (MEP) Amplitude Cumulative Impact of Back-to-Back TBS N 5 Log Transformed "time to baseline" values 4.5 O 4 3.5 ASD D 3 FXS 2.5 E 2 Control 1.5 S 1 0.5 A 0 1 2 E Session Number L Oberman et al., 2012 (European Journal of Neuroscience) Oberman et al., 2016 (J Child Adolescent Psychopharm) P
Y P O C T O N O D E S A E L Fried et al., 2017 (Frontiers in Aging Neuroscience) P
Y P O C T O N O D E S A E L P Fried et al., 2017 (Frontiers in Aging Neuroscience)
Y P O C T O N O D E S A E L P Fried et al., 2017 (Frontiers in Aging Neuroscience)
Y P O C T Impact of rTMS not absolute O Low/High Hz doesn’t always suppress/enhance N Can be influenced by disorder O Assess reliability/stability of outcome variable D Presence of “homeostatic” forces E Very short interval (≤ 1 s) basis of rTMS S Back-to-back regimens likely to cancel out A Daily sessions build up facilitation E Meta-plastic effects might last up to a week L P
Y P O C T What is ‘state-dependency’? O Single Pulse TMS (specificity) N Repetitive TMS (meta-plasticity) O Implications for study design D Follow the three C’s E Predicting Therapeutic Outcome S A To sham or not to sham E L P
Y P O C T Easy to control Less Easy to Control O Caffeine, Rx Amount of sleep N Prior stimulation Menstrual cycle O Time of day Stress, mood D Food intake Disease heterogeneity E Handedness Baseline activity S Concomitant activity A Expectation E DNA L P
Y P O C T Brain-derived neurotrophic factor (BDNF) Apolipoprotein E (APOE) O Modulates NMDAR-dependent plasticity Produced by astrocytes, microglia (in N CNS) Activity-dependent release at synapses Transports cholesterol & fat-soluble vitamins to neurons O pro-BDNF Mature BDNF Three major isoforms: D ▪ ApoE2 (cys112, cys158): ~7% ▪ ApoE3 (cys112, arg158): ~79% E 65%: val66val ▪ ApoE4 (arg112, arg158): ~14% S 35%: val66met (less efficient) ▪ E3,E4 & E4,E4: Higher risk for Alzheimer’s disease A Single substitution of Guanine for Adenine E results in an amino acid switch from Valine (Val) to Methionine (Met) L P
Y P O p = 0.0537 p = 0.0051* C Effect size = 0.35 Effect size = 0.52 T BDNF Val/Met & ApoE ε3/ε4 All subjects O excluded 80 MEP Amplitude (% ∆ from baseline) N 60 O 40 D E 20 S 0 A OHC DM2 OHC DM2 E -20 L P For full study, see Fried et al., 2016 (J Alzheimer’s Disease)
Y P O C T O N O D E S A E L P Fried et al., 2017 (Frontiers in Aging Neuroscience)
Y P O C T Collect / Correlate O N Control / Counter-balance O D Co-opt / Capitalize E S A E L P
Y P O C T O N O ∆ HAM -D D E S A E L Eschweiler et al., 2000 (Psychiatry Res.: Neuroimaging) P Weiduschat and Dubin, 2013 (J Affective Disorders)
Y P O C T O N O D E S A E L P Fox et al., 2012 (Biological Psychiatry) Mottaghy et al., 2002 (Psychiatry Res.: Neuroimaging)
Y P O C T O N O D E S A Li et al., 2016 (Cerebral Cortex) E L P
Y P O C T Individualized targeting O N Single node vs. network Prime sub-populations of neurons O Intrinsic vs. extrinsic engagement D Assess efficacy online E S Custom dose A Leverage placebo effect E L P
Y P O C T Only ~14% of randomized sham-controlled O trials report blinding success (Broadbent et al. 2011, World J N Bio Psychiatry) O D Patients correctly guessed Tx condition above E chance (Berlim et al. 2013, Int J Neuropsychopharm) S A E L P
Y P O C T O real sham Pros: N Easy, fast, cheap O No switching coils D Similar sensations E S Cons: A Might induce current E Won’t fool non-naïve L P
Y P O C T O real sham Pros: N Similar look and feel O Tech getting better D E Cons: S Slow, expensive A Must switch coils E Still doesn’t feel the same L P
Y P O C T O real vertex Pros: N Easy, fast, cheap O Same sensations D E Cons: S Will control site have A real effects? E Laterality of sensations L P
Y P O C T O Left hemisphere Right hemisphere Pros: N Easy, fast, cheap O Same sensations D Greater explanatory E power S A Cons: E More difficult study design L P
Y P O C T O N What state- O dependency? D E S A E L P
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