Abstract
Transcranial magnetic stimulation (TMS) is a non-invasive method of brain stimulation used to treat a variety of neuropsychiatric disorders, but is still in the early stages of study as addiction treatment. We identified 19 human studies using repetitive TMS (rTMS) to manipulate drug craving or use, which exposed a total of 316 adults to active rTMS. Nine studies involved tobacco, six alcohol, three cocaine, and one methamphetamine. The majority of studies targeted high-frequency (5–20 Hz; expected to stimulate neuronal activity) rTMS pulses to the dorsolateral prefrontal cortex. Only five studies were controlled clinical trials: two of four nicotine trials found decreased cigarette smoking; the cocaine trial found decreased cocaine use. Many aspects of optimal treatment remain unknown, including rTMS parameters, duration of treatment, relationship to cue-induced craving, and concomitant treatment. The mechanisms of rTMS potential therapeutic action in treating addictions are poorly understood, but may involve increased dopamine and glutamate function in corticomesolimbic brain circuits and modulation of neural activity in brain circuits that mediate cognitive processes relevant to addiction, such as response inhibition, selective attention, and reactivity to drug-associated cues. rTMS treatment of addiction must be considered experimental at this time, but appears to have a promising future.
Keywords: addiction, substance use disorder, TMS, transcranial magnetic stimulation, treatment
Introduction
Transcranial magnetic stimulation (TMS) is a non-invasive, physical approach to psychiatric treatment which involves projecting a fluctuating magnetic field (magnetic pulses) through the skull into the brain.1,2 This generates electrical currents in brain tissue (via electromagnetic induction), and these currents then modulate neuronal firing. Multiple TMS pulses given consecutively are referred to as repetitive or rTMS (Fig. 1). In general, low frequency (≤ 1 Hz) rTMS reduces neuronal activity and cortical excitability, while higher frequency rTMS increases neuronal activity and cortical excitability3,4 and increases relative regional cerebral blood flow,5 although there are numerous exceptions, especially in the hemisphere contralateral to the site of rTMS application. Thus, low-frequency and high-frequency rTMS applied to the same brain site can have very different effects on brain circuits.6
Figure 1.
Transcranial magnetic stimulation. A fluctuating magnetic field penetrates the skull and induces electric current (Faraday's Law) within brain tissue. Reprinted by permission from Macmillan Publishers Ltd: Nature Reviews Neuroscience 8: 559–567 (July 2007), doi: 10.1038/nrn2169.
rTMS neuronal effects persist for at least several minutes after the rTMS pulses, at least in the motor cortex.4 Because of synaptic connections, there are distal effects (both cortical and subcortical, ipsilateral and contralateral) on neural activity,7–10 regional cerebral blood flow,11 and neurotransmitter activity,12 which may differ from proximal effects.4, 5 TMS can be thought of as targeting brain circuits, rather than specific brain chemicals (e.g., neurotransmitters), although TMS behavioral effects often depend on the neurotransmitter systems within the brain circuit being manipulated.13 Because it is applied directly to the brain, TMS may be better tolerated than systemic medications by some patients (e.g., pregnant women, the elderly, or those with severe medical conditions such as heart disease). TMS technology can be used as an investigational research tool to study brain excitability or brain circuitry. This review focuses only on studies that have used rTMS either to temporarily modify a behavior related to the addictions or as a potential treatment.
Therapeutic studies generally use rTMS, which is being studied as treatment for a wide variety of psychiatric disorders,14,15 including depression, schizophrenia, bipolar disorder, obsessive–compulsive disorder, post-traumatic stress disorder, and autism. The U.S. Food and Drug Administration (FDA) has cleared two rTMS devices (Neuronetics, Malverne, PA, USA (October 2008); Brainsway, Jerusalem, Israel (February 2013)) for the treatment of major depressive disorder in adults.
Efficacy of rTMS treatment of addiction
The study of rTMS as an addiction treatment is at an early stage.16 We identified 16 human studies in the published literature, in which a total of 238 adults were exposed to active rTMS. These studies dealt with nicotine (tobacco) (Table 1), stimulants (cocaine or methamphetamine) (Table 2), or alcohol (Table 3). A majority (nine) are one- or two-session experimental laboratory studies using single- or double-blind sham rTMS, with drug craving as the major outcome measure. We also identified three unpublished studies (two with nicotine, one with cocaine) that exposed 78 adults to active rTMS. A recent meta-analysis of 17 sham-controlled studies on the effects of rTMS (nine studies: three cigarettes, three alcohol, three food) or transcranial direct current stimulation (tDCS) (eight studies: two cigarettes, two alcohol, three food, one marijuana) targeted at the dorsolateral prefrontal cortex (DLPFC) found a significant reduction in substance craving, with a small-to-medium pooled standardized effect size (Hedge's g) of 0.476 (95% CI 0.316–0.636, z = 5.832, P < 0.001).17 There was no significant difference in effectiveness across the various substances (Q(2) = 1.03, P = 0.60), nor between rTMS and tDCS studies (Q(1) = 0.27, P = 0.59). Formal evaluation (using both Rosenthal's and Orwin's methods) revealed little likelihood that publication bias influenced the findings.
Table 1.
Published studies of repetitive transcranial magnetic stimulation (rTMS) and nicotine craving
| Site of pulses | Targeting method | n | TMS Parameters | Blinding (sham) | Safety | outcome | Reference | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Pulse frequency (Hz) | Pulse intensity (% RMT) | Sessions | Total # pulses | |||||||
| Superior frontal gyrus | FPz (10-20) | 15 | 10 | 90% | 1 | 4500 | No | ? | ↑ cue-induced craving I↓spontaneous craving | 46 |
| Superior frontal gyrus | FPz (10-20) | 15 | 1 | 90% | 1 | 450 | No | ? | no Δ cue-induced craving, → spontaneous craving | 46 |
| L DLPFC | 5 cm anterior Ml | 14 | 20 | 90% | 2 | 2000 | DB (shamcoil) | Mild HA | ↓ smoking no Δ spontaneous craving | 23 |
| L DLPFC | ? | 11 | 20 | 90% | 1 | 1000 | SB (sham coil) | ? | ↓ spontaneous craving | 21 |
| L DLPFC | 5 cm anterior Ml | 26 | 10 | 100% | 10 | 10,000 | DB (metal plate under coil) | ? | ↓ smoking ↓ cue-induced craving | 24 |
| L & R DLPFC | 6 * | 20 | 90% | 20 | 15,000 per side | SB (coil tilted) | No group Δ AEs | ↓ spontaneous craving 1st week only No Δ smoking | 26 | |
| L DLPFC | 6 cm ant Ml | 16 | 10 | 100% | 1 | 3000 | DB (matched TENS + sham coil | “mild discomfort” with simulation | ↓ cue included craving | 22 |
| L DLPFC | MRI-based MNI coordinates | 10 | 110% | 1 | 1800 | SB (coil tilted) | ? | ↓ cue included craving | 20 | |
NOTE: Site of pulses: DLPFC, dorsolateral prefrontal cortex; L, left; R, right; 10-20, 10-20 EEG localization scheme; M1, motor cortex spot eliciting contraction of abductor pollicis longus muscle; MRI, magnetic resonance imaging; MNI, Montreal Neurological Institute; n, number receiving active rTMS (total = 98)
methamphetamine-deptenden
comorbid schizophrenia receiving nicotine replacement therapy and weekly counseling RMT, resting motor threshold; DB, double-blind; SB, single-blind; matched TENS, transcutaneous electrical nerve stimulation matched for pain intensity to active TMS; HA, headache; AEs, adverse events.
Table 2.
Published studies of rTMS and cocaine/methamphetamine craving
| Site of pulses | Targeting Method | n | TMS Parameters | linding (sham) | Safety | Outcome | References | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Pulse frequency (Hz) | Pulse intensity (% RMT) | # sessions | Total # pulses | |||||||
| R DLPFC | ? | 6 | 10 | 90% | 1 | 2000 | No | ? | ↓ spontaneous craving | 28 |
| L DLPFC | ? | 6 | 10 | 90% | 1 | 2000 | No | ? | No Δ spontaneous craving | 28 |
| L DLPFC | ? | 36 | 15 | 100% | 10 | 6000 | No | ? | ↓ spontaneous craving | 29 |
| LDLPFC | 6 cm anterior M1 | 10 * | 1 | 100% | 1 | 900 | S (matched TENS with tilted coil) | Transient scalp discomfort, no group Δ | ↑ cue-induced craving | 27 |
Note: DLPFC, dorsolateral prefrontal cortex; L, left; R, right; M1,motor cortex spot eliciting contraction of abductorpollicis longus muscle; n, number receiving active rTMS (total 69)
methamphetamine-deptenden
RMT = resting motor threshold, D, double-blind; S, single-blind;HA, headache; SE, side-effects D, double-blind; S, single-blind; matched TENS, transcutaneous electrical nerve stimulation matched for pain intensity to active TMS.
Table 3.
Published studies of rTMS and alcohol craving
| Site of pulses | Targeting method | n | TMS Parameters | Blinding | Safety | Outcome | References | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Pulse frequency (Hz) | Pulse intensity (% RMT) | # sessions | Total # pulses | |||||||
| R DLPFC | ? | 30 | 10 | 110% | 10 | 9800 | SB (sham coil) | Active: transient HA, scalp pain Sham: 1 seizure | ↓ spontaneous craving | 32 |
| Dorsal ACC | 1.5 cm anterior to 1/3 N-I | 1 | 1 | (50% machine output) | 21 | 37,800 | No | ? | ↓ spontaneous craving | 34 |
| L DLPFC | F3 (10-20) | 10 | 20 | 90% | 10 | 10,000 | SB (Δ coil position, 60% RMT) | Well tolerated, no SE | No Δ spontaneous craving ↓ attention to alcohol cues |
33 |
| R DLPFC | MRI | 15 | 20 | 110% | 1 | 1560 | SB (tilt coil, blindfolded) | ? | No Δ spontaneous craving | 30 |
| R DLPFC | MRI | 29 | 20 | 110% | 1 | 1560 | SB (tilt coil, blindfolded) | ? | No Δ spontaneous craving | 31 |
| Bilateral# DLPFC | 5.5 cm anterior M1 | 3* | 20 | 120% | 20 | ? | No | Well tolerated | ↓ spontaneous craving↓ depression | 35 |
Note: DLPFC, dorsolateral prefrontal cortex; ACC, anterior cingulated cortex; L, left; R, right; #, deep (H) coil generating bilateral TMS pulses; N-I, line connecting nasion and inion; 10-20, 10-20 EEG localization scheme; MRI, magnetic resonance imaging; Ml, motor cortex spot eliciting contraction of abductor pollicis longus muscle; n, number receiving active rTMS (total = 88);
comorbid dysthymic disorder
treated with anti-depressants and anxiolytics; RMT = resting motor threshold, D, double-blind; S, single-blind;HA, headache; SE, side-effects
Only five studies (four with nicotine addiction (two unpublished), one with cocaine addiction (unpublished)) are phase II outpatient controlled clinical trials (i.e., randomized assignment, double blind, sham controlled) of the type that generate the rigorous scientific data required for regulatory approval. The largest trial sample size (including placebo group and noncompleters) is 115 subjects18 and the longest duration 4 weeks.19 We are not aware of any phase III clinical trial with rTMS in addiction. Given this absence of substantial clinical data, TMS is not approved for the treatment of addiction by any national regulatory agency, and should be considered an experimental treatment for this indication.
Nicotine (tobacco) addiction
Three of four experimental laboratory studies (Table 1) found that rTMS targeted to the DLPFC significantly reduced spontaneous or cue-induced nicotine craving .20–22 The fourth study, which found no change in craving, did find reduced cigarette smoking.23 Two of four double-blind, sham-controlled outpatient clinical trials with nicotine-addicted outpatients found significantly reduced cigarette smoking.18,24 Changes in craving were not always consistent with changes in smoking. One trial found decreased cue-induced craving along with decreased smoking,24 while another trial found no change in spontaneous craving associated with decreased smoking.18 A third trial (using single-pulse TMS) found a modest but significant decrease in spontaneous craving over 10 daily sessions (2 weeks), with no effect on smoking.25 A fourth trial, involving participants with comorbid schizophrenia, found reduced spontaneous craving only during the first (of 4) week of treatment, with no effect on cigarette smoking.26 Overall, these findings provide some evidence for the effectiveness of rTMS for smoking cessation, but little support for craving as a useful surrogate marker for changes in smoking.
Stimulant addiction
Two experimental laboratory studies targeting rTMS to the DLPFC gave differing results in stimulant addiction (Table 2). Low-frequency (1 Hz) rTMS targeted to the left DLPFC increased cue-induced methamphetamine craving,27 while high-frequency (10 Hz) rTMS had no effect on spontaneous cocaine craving.28 In contrast, high-frequency rTMS reduced spontaneous cocaine craving when targeted to the right DLPFC.28 It remains unclear to what extent these differences are due to the frequency or laterality of rTMS or the type of drug craving assessed.
One 2-week, open-label inpatient study29 and one 4-week, double-blind, sham-controlled outpatient clinical trial19 both found that high-frequency rTMS (10 or 20 Hz, respectively) targeted to the left DLPFC significantly decreased spontaneous cocaine craving. The controlled clinical trial also reported significantly decreased cocaine use, verified by urine drug testing. Thus, there is promising clinical trial evidence that at least one week of high-frequency rTMS targeted to the left DLPFC reduces cocaine craving and use.
Alcohol addiction
Two experimental laboratory studies found no effect of high-frequency (20 Hz) rTMS targeted to the right DLPFC on spontaneous alcohol craving (Table 3).30,31 Two studies targeting high-frequency (10 or 20 Hz) rTMS to the DLPFC for 2 weeks (10 sessions) in inpatients who had completed acute detoxification found different effects: right-sided treatment reduced spontaneous alcohol craving,32 while left-sided treatment had no effect.33 In contrast, a single outpatient case targeting low-frequency (1 Hz) rTMS to the dorsal anterior cingulate cortex34 and three outpatient cases targeting high-frequency (20 Hz) rTMS to the DLPFC bilaterally (using a deep coil)35 all reported decreased spontaneous alcohol craving after several sessions. Overall, there is limited evidence for the efficacy of rTMS in the treatment of alcohol addiction.
Safety of rTMS treatment of addiction
rTMS appears to be well tolerated by people with addiction, as it is by patients with depression,36 although only seven (44%) of the 16 published studies we identified explicitly report on adverse events or tolerability. The only explicitly described adverse events are transient headache and scalp discomfort, which are also common in rTMS trials of depression. All studies followed international consensus TMS safety guidelines.37 Active and sham rTMS groups have comparable drop-out rates in those studies that report them, and no study reported serious or unexpected adverse events. One study32 reported a seizure, the most clinically significant side-effect associated with TMS treatment. However, this self-limited seizure occurred in the sham rTMS group, in an alcohol-dependent inpatient within six days of discontinuation of benzodiazepine treatment for alcohol withdrawal. Thus, the seizure appears unrelated to rTMS itself.
Despite this excellent safety record, caution is indicated when applying rTMS to individuals whose psychoactive substance use might be associated with increased cortical excitability, lowered seizure threshold, and increased seizure risk, e.g., during acute stimulant intoxication or acute alcohol withdrawal (especially in the first few days after cessation of intake).38,39 rTMS may be contraindicated for patients in these contexts. We are aware of one unpublished case of a patient with major depression (and alcohol use disorder) participating in a clinical trial of rTMS using an experimental deep coil (see below) who experienced a seizure during her 17th treatment following a weekend of heavy drinking (at least one-half bottle of wine) (SEC 510(k) Number K122288, dated July 10, 2012). The investigators attributed this seizure to the influence of acute alcohol withdrawal. Three small studies of cocaine-dependent subjects studied after at least three weeks of abstinence from cocaine and alcohol found an increased resting motor threshold but few significant differences from controls in specific measures of intracortical inhibition and facilitation.40–42 A recent, larger study of 52 abstinent cocaine-dependent inpatients found increased intracortical facilitation, suggestive of enhanced glutamatergic neurotransmission.43 These findings leave open the possibility that cocaine users have some increased cortical excitability after early abstinence. Therefore, the excellent safety record to date of TMS studies in alcohol- and cocaine-dependent subjects may be attributable, in part, to most studies being conducted in inpatients who had completed acute detoxification and had no access to substances at the time of treatment.29,32,33
Optimal treatment parameters
Many, but not all, studies found significantly reduced drug craving in the active rTMS group versus the sham group. However, the relatively small number of studies, substantial inter-study heterogeneity in many study characteristics, and lack of head-to-head comparison studies make it difficult to definitively identify common factors associated with a beneficial treatment response. For example, the optimal TMS characteristics (e.g., type of magnetic coil, pulse frequency, number of pulses, laterality of treatment), duration of treatment, and combination with other treatments (pharmacological and psychosocial) remain unknown. We review in more detail below some of the major treatment parameters.
Target of rTMS pulses
All but four addiction studies targeted TMS pulses to the DLPFC, a brain region considered important in mediating addiction and which is also commonly targeted in depression treatment.44,45 Two studies that targeted other single cortical regions—the superior frontal gyrus46 and the dorsal anterior cingulate cortex34—also found significant TMS effects on drug craving. A third study, which targeted the lateral prefrontal cortex and insula bilaterally, found significantly decreased cigarette smoking, but no change in craving.18 A fourth study, which used individualized fMRI guidance to target the cortical region showing maximal blood oxygen level-dependent (BOLD) response to nicotine-associated visual cues, found a decrease in drug craving.25 We are not aware of any head-to-head studies comparing different brain regions that would allow determination of the optimal target region.
Among the 15 addiction studies that targeted away from the midline, nine (60%) targeted only the left (presumably dominant) cortex and three (20%) the right (non-dominant) cortex. Three studies targeted both hemispheres, either sequentially26 or concurrently,18,35 the latter two by means of experimental coils that generate a bilateral magnetic field (see below). There is no obvious pattern of laterality influence on TMS effects. A recent meta-analysis including nine rTMS studies and eight tDCS studies (all sham controlled and targeting the DLPFC) of substance craving (10 drugs, 6 food) found no significant difference in craving reduction between those targeting the left or right hemisphere (Q(1) = 2.10, P = 0.15); both left-sided (g = 0.375, Z = 4.138, P < 0.001) and right-sided (g = 0.710, Z = 3.847, P < 0.001) targeting were significantly effective.17 One (open-label) study directly compared left versus right DLPFC targeting:28 the former had no effect, while the latter significantly reduced spontaneous cocaine craving. This finding is not consistent with the significant drug-craving reduction associated with left DLPFC targeting in other studies. Future, more rigorously designed head-to-head comparison studies are needed to resolve this issue.
Two factors complicate interpretation of optimal TMS targeting. First, location of the intended target region may vary across individuals. Two recent studies demonstrated substantial individual heterogeneity in cortical brain regions involved in cue-induced tobacco craving.47,48 About one-third of these right-handed (left-hemisphere dominant) individuals showed their maximum regional cortical activation to tobacco-associated visual cues (assessed as fMRI BOLD response) in the right (non-dominant) hemisphere, opposite the side that would typically be targeted for TMS. This phenomenon is not unique to addiction processes. Brain regions mediating other cognitive functions also show substantial individual anatomic variability in TMS studies (e.g., auditory-visual multisensory integration,49 short-term verbal memory,50 and visual magnitude processing51).
Second, most standard (figure-eight) TMS coils rarely produce truly localized or unilateral effects. When a TMS coil excites one cortical region, other ipsilateral regions are almost always affected as well because of transynaptic connections. The opposite hemisphere may also be affected, assuming the individual has an intact corpus callosum. Numerous brain imaging studies find that rTMS produces larger effects on the side opposite the coil.8,52–54 Thus, although the coil is positioned on one side of the brain, effects are often bilateral.
Methods of TMS targeting
In clinical practice for treatment of depression (including the U.S. FDA–approved Neuronetics NeuroStar TMS Therapy® system), rTMS pulses are targeted to the DLPFC by aiming at a scalp position 6 cm anterior (in the parasagital plane) to the position over the cortical motor strip (M1) used to determine the resting motor threshold (i.e., the position that elicited maximum flexion of the abductor pollicis longus (thumb) muscle). This approach (5, 5.5, or 6 cm anterior to M1) is used by more than half (55%) of the addiction studies that targeted the DLPFC and report their targeting method (six (35%) studies did not report how they targeted). Another study used the international 10–20 system of scalp EEG electrode positioning (location F3); three used structural MRI scans of the brain to guide optically tracked frameless stereotactic positioning. Two rTMS addiction studies not targeting the DLPFC used either the international 10–20 EEG system (position FPz to target the superior frontal gyrus) or other scalp landmarks (to target the dorsal anterior cingulated cortex). A third study not targeting the DLPFC used fMRI scans of each participant's brain to identify the cortical region showing maximal BOLD response to drug-associated visual cues, then used optically tracked frameless stereotactic positioning to target TMS pulses to that region.25
Experimental evidence suggests that these targeting methods vary in their accuracy and are inaccurate in many subjects, perhaps not surprising in view of the substantial inter-individual variability in the neuroanatomy of the human prefrontal cortex,55,56 including age- and gender-dependent variability in the DLPFC.57 Four studies (involving 60 subjects) that directly compared the accuracy of the standard scalp landmark (5 cm anterior to M1) approach to structural MRI (Brodmann areas 46/9) for identifying the DLPFC found that the standard approach was at least 1 cm off in 73–100% of cases and at least 2 cm off in 41–100% of cases.58–61 Inaccurate targeting of the DLPFC could contribute to the modest effect sizes (or absence of significant effect) observed in rTMS addiction studies, as has been suggested for rTMS depression studies.62 Use of structural MRI or functional MRI (in conjunction with optically guided frameless stereotactic techniques) for individual targeting of the intended brain region, when compared to standard methods involving scalp landmarks, appears to improve the efficacy of rTMS for treatment of depression (DLPFC),62 tinnitus (temporal cortex),63 and motor tics (supplementary motor area)64 and for experimental manipulation of motor function (primary motor cortex),65 auditory–visual multisensory integration,49 short-term verbal memory,50 and visual magnitude processing,51 although the only direct head-to-head comparison involved depression treatment.62 This improved rTMS efficacy was observed even though it is clear that acute effects of TMS are not limited to the immediate area around the pulse target. There is no reason to believe that individualized MRI-guided targeting would not also improve the efficacy of TMS treatment for addiction.
Type of magnetic coil
All but three addiction studies used a standard 70-mm figure-eight TMS coil, as is commonly used in depression treatment. One study used a double-cone coil34 and two studies18,35 used versions of a deep (H) coil developed by Brainsway, Ltd (Jerusalem, Israel) that delivers pulses deeper into the cortex than does the standard figure-eight coil.66–68 We are not aware of any study that directly compared different types of TMS coil.
Coil type may have substantial influence on the use of rTMS as treatment, and may obviate some issues related to optimal targeting. If the relevant cortical circuits vary greatly across individuals, then one either has to do brain imaging and within-individual guidance to determine each person's correct coil placement, or one could use a coil with a large pulse area(and/or bilateral coverage) that would be likely to stimulate the proper location for most individuals. A potential limitation of this approach is that such a coil might also stimulate regions and circuits that interfere with the therapeutic response or contribute to adverse effects. In addition, high-frequency rTMS of a larger brain volume might theoretically increase the risk of seizure, although this is unlikely given that inhibitory as well as excitatory circuits and interneurons would be stimulated by the rTMS. Hybrid approaches might also work, e.g., initially target rTMS at a region that would stimulate the relevant circuit in a majority of individuals, and then proceed to image-guided stimulation or a broader coil in those patients who do not respond.
Pulse frequency
Three-quarters of addiction studies (74%) used high-frequency (> 1 Hz) rTMS pulses, which are generally considered to stimulate neuronal activity.3,69 Three studies (18%) used low-frequency (≤ 1 Hz) pulses, which are considered to inhibit neuronal activity.3,69 We are aware of only two studies that directly compared high versus low frequency rTMS pulses. A single-session laboratory study found that 1 Hz treatment produced opposite effects on nicotine craving from those produced by 10 Hz treatment (see Table 1).46 A 3-week outpatient controlled clinical trial found 10 Hz rTMS significantly more effective than 1 Hz.18 Cross-study comparisons yield inconsistent findings. Two low-frequency (1 Hz) experimental laboratory studies targeting the superior frontal gyrus or left DLPFC found increased spontaneous nicotine craving (but no change in cue-induced craving)46 and cue-induced methamphetamine craving,27 respectively. In contrast, two other low-frequency (1 Hz) studies targeting the left DLPFC or dorsal anterior cingulate cortex found decreased cue-induced nicotine craving20 and spontaneous alcohol craving,34 respectively. Interpretation of these findings is complicated by differences in targeted brain region and the confounding of pulse frequency with total number of pulses (as number and duration of rTMS sessions were equivalent across groups).
Number of rTMS pulses
The evidence from depression treatment indicates that total number of rTMS pulses delivered to the patient is positively associated with treatment efficacy.70–72 We are not aware of any addiction studies that directly address this question. There is circumstantial evidence from two multi-session studies of cocaine addiction that this relationship holds for addiction treatment. A 2-week, 10-session open-label trial found a gradual reduction in craving over time, which was statistically significant by the seventh session.29 A (unpublished) 4-week, 20-session controlled clinical trial found no significant reduction in cocaine use until the fourth week of treatment (the time course of craving reduction was not reported).19 Three case reports of people with alcohol addiction (and comorbid dysthymia) suggest a similar pattern, in that alcohol craving was not significantly decreased until 5–10 sessions.35 In contrast, a controlled clinical trial in outpatients with nicotine addiction (and comorbid schizophrenia) found that TMS significantly reduced craving only during the first of the four treatment weeks,26 suggesting possible dissipation of or tolerance to beneficial effects with continued TMS treatment.
Sham treatment and blinding
The primary outcome measure in the majority of rTMS addiction studies conducted to date is substance craving. This is a subjective response that is influenced not only by the intended experimental intervention, but also by environmental context, the individual's psychological state (including mood, focus of attention, and expectancy of short-term substance use73), withdrawal or abstinence status, and treatment-seeking status.74 The cortical (fMRI BOLD) response to craving is also influenced by these factors.74,75 In addition, there is evidence that medical devices in general76 and rTMS in particular77 may generate a strong placebo response. These characteristics make adequate blinding of treatment and use of sham TMS procedures especially important. For example, active TMS produces muscle twitching and scalp discomfort/pain, which could dampen craving via nonspecific cognitive or affective processes, independently of any direct TMS influence on brain circuits mediating craving. The ideal sham TMS procedure would control for these effects.
Three-quarters (74%) of the identified rTMS addiction studies were single- or double-blind. All of the published studies provided some information about blinding methods; none reported information on the success of blinding, consistent with the low rates of such reporting found in other rTMS clinical trials.78,79 The commonest blinding methods were tilting the active coil 45° or 90° away from the scalp surface (four studies) and use of a separate sham coil (three studies). The adequacy of these blinding methods remains unclear, although two recent systematic reviews of blinding success in randomized, sham-controlled clinical trials of rTMS treatment for other disorders found no significant treatment-group difference in proportion of participants who correctly identified their treatment assignment.78,79 However, participants receiving active rTMS were significantly more likely to think they had received active rTMS than were those who received sham rTMS.79
Two of the identified TMS addiction studies22, 27 used as their sham TMS procedure transcutaneous electrical nerve stimulation (TENS) combined with either a sham TMS coil or tilting of the active coil by 45°. Intensity of the TENS was individually adjusted for each participant at baseline to match their subjective experience (primarily scalp discomfort) during open-label active TMS.80 This sham procedure is potentially the most effective of those used to date, although it is also the most complicated and time-consuming. However, even matching active and sham TMS at baseline may not be sufficient to ensure complete blinding. A recent controlled clinical trial of rTMS treatment for depression that used such a sham procedure found that ratings of scalp pain declined significantly over the first three weeks of the trial in participants receiving active rTMS, but remained steady in those receiving sham rTMS.81
Unanswered clinical questions
In light of the paucity of clinical trial data, it is not surprising that many clinically important questions about TMS treatment of addiction remain unanswered. These include the optimal duration of treatment, combining TMS with other pharmacological and psychosocial treatments, the persistence of treatment effects, and the safety and efficacy of TMS in patients with comorbid psychiatric disorders and of various ages.
Because the duration of rTMS treatment covaries with the number of administered TMS pulses in all studies to date, it is impossible to identify the relative contributions of these two parameters. Experience with rTMS treatment of depression suggests that longer treatment duration and/or higher number of TMS pulses are associated with better outcome.71,72 We are not aware of any study that directly compared different durations of rTMS treatment for addiction.
There is limited evidence on the persistence of rTMS addiction treatment effects, as few studies include follow-up visits after the end of treatment or report time-course data. A single-session (2000 pulses), open-label experimental laboratory study found that high-frequency (10 Hz) rTMS targeted to the right DLPFC reduced spontaneous cocaine craving for less than 4 hours.28 A 2-week outpatient controlled clinical trial of high-frequency (10 Hz) rTMS targeted to the left DLPFC found that the reductions in nicotine craving and cigarette smoking observed during treatment tended to dissipate over the first 2 weeks of follow-up, but could not be formally analyzed because of the high drop-out rate.24 At a 6-month telephone follow-up, there were no significant group differences. In contrast, a 3-week outpatient controlled clinical trial of high-frequency (10 Hz) rTMS targeted to the left prefrontal cortex and insula bilaterally found some persistence of treatment effect at 6-month follow-up.18 A 4-week outpatient controlled clinical trial of high-frequency (5 Hz) TMS targeted to the left DLPFC found that the reduced cocaine use observed during the fourth week of treatment persisted over the subsequent 8 weeks of follow-up.19
rTMS is well tolerated when used together with antidepressant medication in the treatment of depression,82,83 but experience with rTMS and concomitant medications in addiction treatment is extremely limited. One controlled clinical trial in nicotine addiction added medication (transdermal nicotine) and weekly group therapy at the third week of rTMS treatment (quit date), but still found no significant decrease in cigarette smoking.26 The combined treatment was well tolerated.
In theory, some concomitant medications might raise safety concerns if they increased cortical excitability or lowered the seizure threshold, thereby increasing the risk of rTMS-induced seizures. This caution might apply to agonist substitution treatment of stimulant dependence, as several such oral medications (e.g., amphetamine, methylphenidate) induce seizures at high doses and increase cortical excitability at therapeutic doses.84,85 Conversely, several medications being evaluated for treatment of cocaine or cannabis addiction reduce cortical excitability and increase cortical inhibition, either by blocking voltage-gated sodium or calcium ion channels (e.g., topiramate) or enhancing γ-amino-butyric acid (GABA) neurotransmitter function (e.g., vigabatrin, baclofen).86 These actions could potentially hinder the therapeutic effect of rTMS.
Although TMS is being studied as treatment for a variety of other psychiatric disorders,14,87 we are aware of only two studies involving rTMS treatment of addiction in patients with a comorbid psychiatric disorder. A small controlled clinical trial of high-frequency rTMS targeted to the bilateral DLPFC in patients with nicotine addiction and comorbid schizophrenia found no significant effect on cigarette smoking, although the treatment was well tolerated.26 An outpatient case series of three patients with alcohol addiction and comorbid dysthymia found that high-frequency rTMS targeted to the bilateral DLPFC significantly reduced spontaneous alcohol craving and depressive symptoms by the second week of treatment, and was well tolerated.35
We are not aware of any studies of rTMS treatment for addiction conducted in children or the elderly, so the safety and efficacy for this indication outside the adult age range remain unknown.
Mechanism of action
The mechanism of rTMS therapeutic action in addiction is not well established, but may be understood in terms of both modulation of neurotransmitter activity (especially dopamine and glutamate) in brain regions mediating addiction and modulation of brain circuits mediating psychological processes important to addiction, such as drug craving, salience and reactivity to drug-associated cues, risk–reward decision making, or inhibition of prepotent responses.
Drug addiction is associated with decreased dopamine function (e.g., dopamine D2 receptor binding potential, presynaptic dopamine release) in brain regions such as the orbitofrontal cortex (considered to mediate salience attribution), the DLPFC (mediating executive functions such as regulation of intentional behavior), the anterior cingulate gyrus (mediating inhibitory control of behavior), and the ventral striatum (including the nucleus accumbens, mediating reward). 88,89 Increasing dopamine function in these brain regions could have therapeutic benefit.
Both animal and human studies suggest that high-frequency rTMS increases dopamine activity in cortical, striatal, and limbic brain regions.90 High-frequency rTMS targeted at the left DLPFC induces dopamine release in the ipsilateral anterior cingulate cortex, orbitofrontal cortex, and striatum.12,91 In rat studies, high-frequency (20 or 25 Hz) rTMS over the frontal cortex releases dopamine throughout the mesolimbic and mesostriatal circuits,92–94 and this effect is enhanced in animals undergoing drug withdrawal.95 Thus, the therapeutic benefit observed in clinical trials of high-frequency rTMS targeted at the DLPFC could be related to enhanced dopamine activity in these brain regions.
The excitatory neurotransmitter glutamate also plays a key role in addiction.96,97 Chronic drug use is associated with dysregulation of glutamate homeostasis in the brain (maintained by the cysteine–glutamate exchanger and glutamate transporter 1) and increased activity of several types of glutamate receptors (especially AMPA and metabotropic glutamate receptors 2 and 3). These neurotransmitter changes are associated with altered synaptic plasticity in the frontal cortex and the nucleus accumbens that, in animal studies, mediates increased reactivity to drug-associated cues and drug-seeking behavior after extinction of drug self-administration (i.e., relapse). Ameliorating or reversing these glutamatergic changes could have therapeutic benefit.
In rats, high-frequency (20 Hz), but not low-frequency (1 Hz), rTMS to the brain produced a long-lasting increase in AMPA-type glutamate receptors in the hippocampus, but not in the prelimbic cortex or striatum,98 while high-frequency (20 Hz) intracranial electrical stimulation to the prefrontal cortex, in a pattern mimicking rTMS, increased AMPA-type glutamate receptors in the nucleus accumbens and reduced cocaine-seeking behavior.99 These findings suggest that the therapeutic benefits of high-frequency rTMS could be related to its effects on brain glutamate.
In cognitive terms, high-frequency rTMS targeted at the DLPFC of healthy volunteers or patients with mood disorders or schizophrenia improves executive function, response inhibition, and selective attention,100 all cognitive functions that tend to be impaired in individuals with addiction.101–103 High-frequency rTMS targeted at the DLPFC might also reduce drug craving by activating prefrontal brain circuits that mediate response inhibition and control of impulsive behavior, and/or by activating subcortical regions that inhibit craving, analogous to the mechanism by which prefrontal rTMS decreases pain or increases pain tolerance.13,104,105 Low-frequency rTMS targeted at the DLPFC might also reduce craving by minimizing the enhanced DLPFC activity associated with drug-cue reactivity and cue-induced craving.106
We are aware of only two studies that used brain imaging (fMRI in both cases) to directly investigate the neural mechanism of rTMS. Both studies used low-frequency (1 Hz), presumably inhibitory, rTMS, so their findings may not generalize to the vast majority of studies that use high-frequency, presumably excitatory, TMS. A study that targeted the left DLPFC in cigarette smokers found that rTMS inactivation of the DLPFC reduced cue-induced craving and the temporally associated BOLD activation in the DLPFC, anterior cingulate, and ventral striatum.20 A study that targeted the dorsal anterior cingulate cortex in alcohol-dependent outpatients found that TMS reduced cue-induced craving (and subsequent alcohol intake) and the temporally associated BOLD activation in the left posterior cingulate cortex, anterior cingulate cortex, and nucleus accumbens.34 These findings suggest that low-frequency TMS reduces cue-induced substance craving by inhibiting neural activity in brain circuits known to mediate cue-induced craving. However, two other low-frequency TMS studies had different results. One targeting the superior frontal gyrus found no change in cue-induced nicotine craving (and increased spontaneous craving),46 and one targeting low-frequency TMS to the left DLPFC found increased cue-induced methamphetamine craving.27 The reason for these discrepant findings remains unclear.
Conclusions and future research
High-frequency (5–10 Hz) rTMS applied to the DLPFC is a non-invasive physical approach to addiction treatment that has seen limited evaluation in clinical trials for nicotine, cocaine, and alcohol addiction and is not approved for this indication by any national regulatory agency. Three of four outpatient controlled clinical trials in nicotine addiction (one using single-pulse TMS) gave positive results in terms of reduced craving or use or both, with the negative trial involving outpatients with comorbid schizophrenia. Two outpatient clinical trials (one open-label) in cocaine addiction both found decreased craving, with the controlled trial also reporting decreased cocaine use. One inpatient controlled clinical trial in alcohol addiction reported decreased craving. Other potentially effective TMS approaches remain largely unevaluated (e.g., low-frequency stimulation, targets other than the DLPFC, and individualized targeting (such as fMRI guidance)). In summary, the clinical trial evidence supporting rTMS as treatment for addiction is generally favorable, but limited. Therefore, while rTMS is well tolerated by individuals with addiction, it cannot be recommended at this time as a first-line treatment for addiction.
To fulfill the promise of TMS as an addiction treatment, the field needs controlled clinical trials, conducted under rigorous standards with respect to participant characterization, randomization, blinding (sham) procedures, outcome measures, and other design criteria, to identify optimum rTMS parameters for treatment (e.g., pulse parameters, coil type, brain target) and optimum treatment conditions (e.g., duration, concomitant treatments). In particular, we suggest that direct, head-to-head comparative studies evaluating key rTMS parameters and treatment conditions would advance the field, for example (1) low-frequency versus high-frequency rTMS; (2) systematic evaluation of cumulative number of pulses needed to see a treatment effect; (3) the standard figure-eight coil versus other coil designs with broader or bilateral field coverage and so-called deep coils that could target brain regions considered important to addiction (e.g., the insula107 and deep prefrontal projections to the nucleus accumbens (ventral striatum)); (4) typical left DLPFC brain target versus right DLPFC, bilateral DLPFC, or other targets (e.g., the insula); and (5) rTMS with versus without specific concomitant psychosocial or pharmacological treatments .
Acknowledgements
Dr. Gorelick was supported by the Intramural Research Program, National Institute on Drug Abuse, U.S. National Institutes of Health. Dr. Zangen is supported by grants from the National Institutes of Health, Israel Science Foundation, Ben-Gurion Negev, Israel Ministry of Science, BrightFocus Foundation, and Brainsway.
Footnotes
Conflicts of interest
D.G. has no conflicts of interest to report. M.G. has the following potential conflicts: research grants––National Institutes of Health, Defense Advanced Research Projects Agency, National Aeronautics & Space Administration, Department of Defense, Neuronetics, Brainsway, Neosync, Cervel; equipment loans for research––Neuronetics, Brainsway. Dr. Zangen is an inventor of deep TMS H-coils and serves as consultant for and has financial interests in Brainsway.
References
- 1.Kluger BM, Triggs WJ. Use of transcranial magnetic stimulation to influence behavior. Current neurology and neuroscience reports. 2007 Nov;7(6):491–497. doi: 10.1007/s11910-007-0076-5. [DOI] [PubMed] [Google Scholar]
- 2.Rossini PM, Rossi S. Transcranial magnetic stimulation: diagnostic, therapeutic, and research potential. Neurology. 2007 Feb 13;68(7):484–488. doi: 10.1212/01.wnl.0000250268.13789.b2. [DOI] [PubMed] [Google Scholar]
- 3.Speer AM, Kimbrell TA, Wassermann EM, J DR, Willis MW, Herscovitch P, Post RM. Opposite effects of high and low frequency rTMS on regional brain activity in depressed patients. Biological psychiatry. 2000 Dec 15;48(12):1133–1141. doi: 10.1016/s0006-3223(00)01065-9. [DOI] [PubMed] [Google Scholar]
- 4.Ziemann U, Paulus W, Nitsche MA, et al. Consensus: Motor cortex plasticity protocols. Brain stimulation. 2008 Jul;1(3):164–182. doi: 10.1016/j.brs.2008.06.006. [DOI] [PubMed] [Google Scholar]
- 5.Nahas Z, Teneback CC, Kozel A, et al. Brain effects of TMS delivered over prefrontal cortex in depressed adults: role of stimulation frequency and coil-cortex distance. The Journal of neuropsychiatry and clinical neurosciences. 2001;13(4):459–470. doi: 10.1176/jnp.13.4.459. Fall. [DOI] [PubMed] [Google Scholar]
- 6.Eldaief MC, Halko MA, Buckner RL, Pascual-Leone A. Transcranial magnetic stimulation modulates the brain's intrinsic activity in a frequency-dependent manner. Proceedings of the National Academy of Sciences of the United States of America. 2011 Dec 27;108(52):21229–21234. doi: 10.1073/pnas.1113103109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Bestmann S, Ruff CC, Blankenburg F, Weiskopf N, Driver J, Rothwell JC. Mapping causal interregional influences with concurrent TMS-fMRI. Experimental brain research Experimentelle Hirnforschung Experimentation cerebrale. 2008 Dec;191(4):383–402. doi: 10.1007/s00221-008-1601-8. [DOI] [PubMed] [Google Scholar]
- 8.Denslow S, Lomarev M, George MS, Bohning DE. Cortical and subcortical brain effects of transcranial magnetic stimulation (TMS)-induced movement: an interleaved TMS/functional magnetic resonance imaging study. Biological psychiatry. 2005 Apr 1;57(7):752–760. doi: 10.1016/j.biopsych.2004.12.017. [DOI] [PubMed] [Google Scholar]
- 9.Li X, Nahas Z, Kozel FA, Anderson B, Bohning DE, George MS. Acute left prefrontal transcranial magnetic stimulation in depressed patients is associated with immediately increased activity in prefrontal cortical as well as subcortical regions. Biological psychiatry. 2004 May 1;55(9):882–890. doi: 10.1016/j.biopsych.2004.01.017. [DOI] [PubMed] [Google Scholar]
- 10.Paus T, Castro-Alamancos MA, Petrides M. Cortico-cortical connectivity of the human mid-dorsolateral frontal cortex and its modulation by repetitive transcranial magnetic stimulation. The European journal of neuroscience. 2001 Oct;14(8):1405–1411. doi: 10.1046/j.0953-816x.2001.01757.x. [DOI] [PubMed] [Google Scholar]
- 11.Speer AM, Willis MW, Herscovitch P, Daube-Witherspoon M, Shelton JR, Benson BE, Post RM, Wassermann EM. Intensity-dependent regional cerebral blood flow during 1-Hz repetitive transcranial magnetic stimulation (rTMS) in healthy volunteers studied with H215O positron emission tomography: II. Effects of prefrontal cortex rTMS. Biological psychiatry. 2003 Oct 15;54(8):826–832. doi: 10.1016/s0006-3223(03)00324-x. [DOI] [PubMed] [Google Scholar]
- 12.Cho SS, Strafella AP. rTMS of the left dorsolateral prefrontal cortex modulates dopamine release in the ipsilateral anterior cingulate cortex and orbitofrontal cortex. PloS one. 2009;4(8):e6725. doi: 10.1371/journal.pone.0006725. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Taylor JJ, Borckardt JJ, Canterberry M, Li X, Hanlon CA, Brown TR, George MS. Naloxone-reversible modulation of pain circuitry by left prefrontal rTMS. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2013 Jun;38(7):1189–1197. doi: 10.1038/npp.2013.13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Fitzgerald PB. The emerging use of brain stimulation treatments for psychiatric disorders. The Australian and New Zealand journal of psychiatry. 2011 Nov;45(11):923–938. doi: 10.3109/00048674.2011.615294. [DOI] [PubMed] [Google Scholar]
- 15.Kammer T, Spitzer M. Brain stimulation in psychiatry: methods and magnets, patients and parameters. Current opinion in psychiatry. 2012 Nov;25(6):535–541. doi: 10.1097/YCO.0b013e328358df8c. [DOI] [PubMed] [Google Scholar]
- 16.Bellamoli E, Manganotti P, Schwartz RP, Rimondo C, Gomma M, Serpelloni G. rTMS in the treatment of drug addiction: An update about human studies. Behavioural neurology. 2013 Jul 3; doi: 10.1155/2014/815215. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Jansen JM, Daams JG, Koeter MW, Veltman DJ, van den Brink W, Groudiaan AE. Effects of non-invasive neurostimulation on craving: A meta-analysis. Neuroscience and biobehavioral reviews. 2013 Jul 31;37(10 pt 2):2472–2480. doi: 10.1016/j.neubiorev.2013.07.009. [DOI] [PubMed] [Google Scholar]
- 18.Dinur-Klein LD,P, Hadar A, Kotler M, Rosenberg O, Roth Y, Zangen A. Smoking cessation induced by deep repetitive transcranial magnetic stimulation of the prefrontal and insular cortices. Society for Neuroscience; San Diego, CA: 2013. [DOI] [PubMed] [Google Scholar]
- 19.Ribeiro PL AD, Mincovicks ML, Marra HD, Belline BB, Baltieri DA, Marcolin MA. Controlled clinical trial of rTMS for treatment of cocaine addiction.. 11th World Congress of Biological Psychiatry; Kyoto, Japan. 2013. [Google Scholar]
- 20.Hayashi T, Ko JH, Strafella AP, Dagher A. Dorsolateral prefrontal and orbitofrontal cortex interactions during self-control of cigarette craving. Proceedings of the National Academy of Sciences of the United States of America. 2013 Mar 12;110(11):4422–4427. doi: 10.1073/pnas.1212185110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Johann M, Wiegand R, Kharraz A, Bobbe G, Sommer G, Hajak G, Wodarz N, Eichhammer P. Psychiatrische Praxis. Vol. 30. Suppl 2: May, 2003. [Transcranial magnetic stimulation for nicotine dependence]. pp. S129–131. [PubMed] [Google Scholar]
- 22.Li X, Hartwell KJ, Owens M, Lematty T, Borckardt JJ, Hanlon CA, Brady KT, George MS. Repetitive transcranial magnetic stimulation of the dorsolateral prefrontal cortex reduces nicotine cue craving. Biological psychiatry. 2013 Apr 15;73(8):714–720. doi: 10.1016/j.biopsych.2013.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Eichhammer P, Johann M, Kharraz A, Binder H, Pittrow D, Wodarz N, Hajak G. High-frequency repetitive transcranial magnetic stimulation decreases cigarette smoking. The Journal of clinical psychiatry. 2003 Aug;64(8):951–953. doi: 10.4088/jcp.v64n0815. [DOI] [PubMed] [Google Scholar]
- 24.Amiaz R, Levy D, Vainiger D, Grunhaus L, Zangen A. Repeated high-frequency transcranial magnetic stimulation over the dorsolateral prefrontal cortex reduces cigarette craving and consumption. Addiction (Abingdon, England) 2009 Apr;104(4):653–660. doi: 10.1111/j.1360-0443.2008.02448.x. [DOI] [PubMed] [Google Scholar]
- 25.Gorelick DA, Holcomb HH, Boggs DL, Wittenberg GF, Lee MR, West JT. fMRI-guided TMS to disrupt cue-associated craving as treatment for nicotine addiction.. 11th World Congress of Biological Psychiatry; Kyoto, Japan. 2013. [Google Scholar]
- 26.Wing VC, Bacher I, Wu BS, Daskalakis ZJ, George TP. High frequency repetitive transcranial magnetic stimulation reduces tobacco craving in schizophrenia. Schizophrenia research. 2012 Aug;139(1-3):264–266. doi: 10.1016/j.schres.2012.03.006. [DOI] [PubMed] [Google Scholar]
- 27.Li X, Malcolm RJ, Huebner K, Hanlon CA, Taylor JJ, Brady KT, George MS, See RE. Low frequency repetitive transcranial magnetic stimulation of the left dorsolateral prefrontal cortex transiently increases cue-induced craving for methamphetamine: A preliminary study. Drug and alcohol dependence. 2013 Aug 26;133(2):641–646. doi: 10.1016/j.drugalcdep.2013.08.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Camprodon JA, Martinez-Raga J, Alonso-Alonso M, Shih MC, Pascual-Leone A. One session of high frequency repetitive transcranial magnetic stimulation (rTMS) to the right prefrontal cortex transiently reduces cocaine craving. Drug and alcohol dependence. 2007 Jan 5;86(1):91–94. doi: 10.1016/j.drugalcdep.2006.06.002. [DOI] [PubMed] [Google Scholar]
- 29.Politi E, Fauci E, Santoro A, Smeraldi E. Daily sessions of transcranial magnetic stimulation to the left prefrontal cortex gradually reduce cocaine craving. The American journal on addictions / American Academy of Psychiatrists in Alcoholism and Addictions. 2008 Jul-Aug;17(4):345–346. doi: 10.1080/10550490802139283. [DOI] [PubMed] [Google Scholar]
- 30.Herremans SC, Baeken C, Vanderbruggen N, Vanderhasselt MA, Zeeuws D, Santermans L, De Raedt R. No influence of one right-sided prefrontal HF-rTMS session on alcohol craving in recently detoxified alcohol-dependent patients: results of a naturalistic study. Drug and alcohol dependence. 2012 Jan 1;120(1-3):209–213. doi: 10.1016/j.drugalcdep.2011.07.021. [DOI] [PubMed] [Google Scholar]
- 31.Herremans SC, Vanderhasselt MA, De Raedt R, Baeken C. Reduced intra-individual reaction time variability during a Go-NoGo task in detoxified alcohol-dependent patients after one right-sided dorsolateral prefrontal HF-rTMS session. Alcohol and alcoholism (Oxford, Oxfordshire) 2013 Sep-Oct;48(5):552–557. doi: 10.1093/alcalc/agt054. [DOI] [PubMed] [Google Scholar]
- 32.Mishra BR, Nizamie SH, Das B, Praharaj SK. Efficacy of repetitive transcranial magnetic stimulation in alcohol dependence: a sham-controlled study. Addiction (Abingdon, England) 2010 Jan;105(1):49–55. doi: 10.1111/j.1360-0443.2009.02777.x. [DOI] [PubMed] [Google Scholar]
- 33.Hoppner J, Broese T, Wendler L, Berger C, Thome J. Repetitive transcranial magnetic stimulation (rTMS) for treatment of alcohol dependence. The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry. 2011 Sep;12(Suppl 1):57–62. doi: 10.3109/15622975.2011.598383. [DOI] [PubMed] [Google Scholar]
- 34.De Ridder D, Vanneste S, Kovacs S, Sunaert S, Dom G. Transient alcohol craving suppression by rTMS of dorsal anterior cingulate: an fMRI and LORETA EEG study. Neuroscience letters. 2011 May 27;496(1):5–10. doi: 10.1016/j.neulet.2011.03.074. [DOI] [PubMed] [Google Scholar]
- 35.Rapinesi C, Kotzalidis GD, Serata D, et al. Efficacy of add-on deep transcranial magnetic stimulation in comorbid alcohol dependence and dysthymic disorder: three case reports. The primary care companion to CNS disorders. 2013;15(1) doi: 10.4088/PCC.12m01438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Sampaio LA, Fraguas R, Lotufo PA, Bensenor IM, Brunoni AR. A systematic review of non-invasive brain stimulation therapies and cardiovascular risk: implications for the treatment of major depressive disorder. Frontiers in psychiatry. 2012;3:87. doi: 10.3389/fpsyt.2012.00087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Rossi S, Hallett M, Rossini PM, Pascual-Leone A. Safety, ethical considerations, and application guidelines for the use of transcranial magnetic stimulation in clinical practice and research. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2009 Dec;120(12):2008–2039. doi: 10.1016/j.clinph.2009.08.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Barr MS, Fitzgerald PB, Farzan F, George TP, Daskalakis ZJ. Transcranial magnetic stimulation to understand the pathophysiology and treatment of substance use disorders. Current drug abuse reviews. 2008 Nov;1(3):328–339. doi: 10.2174/1874473710801030328. [DOI] [PubMed] [Google Scholar]
- 39.Brust JC. Seizures, illicit drugs, and ethanol. Current neurology and neuroscience reports. 2008 Jul;8(4):333–338. doi: 10.1007/s11910-008-0051-9. [DOI] [PubMed] [Google Scholar]
- 40.Boutros NN, Lisanby SH, Tokuno H, et al. Elevated motor threshold in drug-free, cocaine-dependent patients assessed with transcranial magnetic stimulation. Biological psychiatry. 2001 Feb 15;49(4):369–373. doi: 10.1016/s0006-3223(00)00948-3. [DOI] [PubMed] [Google Scholar]
- 41.Boutros NN, Lisanby SH, McClain-Furmanski D, Oliwa G, Gooding D, Kosten TR. Cortical excitability in cocaine-dependent patients: a replication and extension of TMS findings. Journal of psychiatric research. 2005 May;39(3):295–302. doi: 10.1016/j.jpsychires.2004.07.002. [DOI] [PubMed] [Google Scholar]
- 42.Sundaresan K, Ziemann U, Stanley J, Boutros N. Cortical inhibition and excitation in abstinent cocaine-dependent patients: a transcranial magnetic stimulation study. Neuroreport. 2007 Feb 12;18(3):289–292. doi: 10.1097/WNR.0b013e3280143cf0. [DOI] [PubMed] [Google Scholar]
- 43.Gjini K, Ziemann U, Napier TC, Boutros N. Dysbalance of cortical inhibition and excitation in abstinent cocaine-dependent patients. Journal of psychiatric research. 2012 Feb;46(2):248–255. doi: 10.1016/j.jpsychires.2011.10.006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Aleman A. Use of Repetitive Transcranial Magnetic Stimulation for Treatment in Psychiatry. Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology. 2013 Aug;11(2):53–59. doi: 10.9758/cpn.2013.11.2.53. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Hovington CL, McGirr A, Lepage M, Berlim MT. Repetitive transcranial magnetic stimulation (rTMS) for treating major depression and schizophrenia: a systematic review of recent meta-analyses. Annals of medicine. 2013 Jun;45(4):308–321. doi: 10.3109/07853890.2013.783993. [DOI] [PubMed] [Google Scholar]
- 46.Rose JE, McClernon FJ, Froeliger B, Behm FM, Preud'homme X, Krystal AD. Repetitive transcranial magnetic stimulation of the superior frontal gyrus modulates craving for cigarettes. Biological psychiatry. 2011 Oct 15;70(8):794–799. doi: 10.1016/j.biopsych.2011.05.031. [DOI] [PubMed] [Google Scholar]
- 47.Gorelick D, Holcomb HH, Boggs DL, West JT, Wittenberg GF, Lee MR, Huestis MA. Individual differences in fMRI cortical BOLD responses to nicotine visual cues in dependent cigarette smokers. Biological psychiatry. 2013;73(1S):326S. [Google Scholar]
- 48.Hanlon CA, Jones EM, Li X, Hartwell KJ, Brady KT, George MS. Individual variability in the locus of prefrontal craving for nicotine: implications for brain stimulation studies and treatments. Drug and alcohol dependence. 2012 Oct 1;125(3):239–243. doi: 10.1016/j.drugalcdep.2012.02.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Beauchamp MS, Nath AR, Pasalar S. fMRI-Guided transcranial magnetic stimulation reveals that the superior temporal sulcus is a cortical locus of the McGurk effect. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2010 Feb 17;30(7):2414–2417. doi: 10.1523/JNEUROSCI.4865-09.2010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Feredoes E, Tononi G, Postle BR. The neural bases of the short-term storage of verbal information are anatomically variable across individuals. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2007 Oct 10;27(41):11003–11008. doi: 10.1523/JNEUROSCI.1573-07.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Sack AT, Cohen Kadosh R, Schuhmann T, Moerel M, Walsh V, Goebel R. Optimizing functional accuracy of TMS in cognitive studies: a comparison of methods. Journal of cognitive neuroscience. 2009 Feb;21(2):207–221. doi: 10.1162/jocn.2009.21126. [DOI] [PubMed] [Google Scholar]
- 52.Li X, Large CH, Ricci R, Taylor JJ, Nahas Z, Bohning DE, Morgan P, George MS. Using interleaved transcranial magnetic stimulation/functional magnetic resonance imaging (fMRI) and dynamic causal modeling to understand the discrete circuit specific changes of medications: lamotrigine and valproic acid changes in motor or prefrontal effective connectivity. Psychiatry research. 2011 Nov 30;194(2):141–148. doi: 10.1016/j.pscychresns.2011.04.012. [DOI] [PubMed] [Google Scholar]
- 53.Li X, Ricci R, Large CH, Anderson B, Nahas Z, Bohning DE, George MS. Interleaved transcranial magnetic stimulation and fMRI suggests that lamotrigine and valproic acid have different effects on corticolimbic activity. Psychopharmacology. 2010 Apr;209(3):233–244. doi: 10.1007/s00213-010-1786-y. [DOI] [PubMed] [Google Scholar]
- 54.Li X, Teneback CC, Nahas Z, Kozel FA, Large C, Cohn J, Bohning DE, George MS. Interleaved transcranial magnetic stimulation/functional MRI confirms that lamotrigine inhibits cortical excitability in healthy young men. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2004 Jul;29(7):1395–1407. doi: 10.1038/sj.npp.1300452. [DOI] [PubMed] [Google Scholar]
- 55.Peleman K, Van Schuerbeek P, Luypaert R, Stadnik T, De Raedt R, De Mey J, Bossuyt A, Baeken C. Using 3D-MRI to localize the dorsolateral prefrontal cortex in TMS research. The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry. 2010 Mar;11(2 Pt 2):425–430. doi: 10.1080/15622970802669564. [DOI] [PubMed] [Google Scholar]
- 56.Toro R, Perron M, Pike B, Richer L, Veillette S, Pausova Z, Paus T. Brain size and folding of the human cerebral cortex. Cerebral cortex (New York, NY : 1991) 2008 Oct;18(10):2352–2357. doi: 10.1093/cercor/bhm261. [DOI] [PubMed] [Google Scholar]
- 57.Mylius V, Ayache SS, Ahdab R, et al. Definition of DLPFC and M1 according to anatomical landmarks for navigated brain stimulation: inter-rater reliability, accuracy, and influence of gender and age. NeuroImage. 2013 Sep;78:224–232. doi: 10.1016/j.neuroimage.2013.03.061. [DOI] [PubMed] [Google Scholar]
- 58.Ahdab R, Ayache SS, Brugieres P, Goujon C, Lefaucheur JP. Comparison of “standard” and “navigated” procedures of TMS coil positioning over motor, premotor and prefrontal targets in patients with chronic pain and depression. Neurophysiologie clinique = Clinical neurophysiology. 2010 Mar;40(1):27–36. doi: 10.1016/j.neucli.2010.01.001. [DOI] [PubMed] [Google Scholar]
- 59.Fitzgerald PB, Maller JJ, Hoy KE, Thomson R, Daskalakis ZJ. Exploring the optimal site for the localization of dorsolateral prefrontal cortex in brain stimulation experiments. Brain stimulation. 2009 Oct;2(4):234–237. doi: 10.1016/j.brs.2009.03.002. [DOI] [PubMed] [Google Scholar]
- 60.Nauczyciel C, Hellier P, Morandi X, Blestel S, Drapier D, Ferre JC, Barillot C, Millet B. Assessment of standard coil positioning in transcranial magnetic stimulation in depression. Psychiatry research. 2011 Apr 30;186(2-3):232–238. doi: 10.1016/j.psychres.2010.06.012. [DOI] [PubMed] [Google Scholar]
- 61.Rusjan PM, Barr MS, Farzan F, Arenovich T, Maller JJ, Fitzgerald PB, Daskalakis ZJ. Optimal transcranial magnetic stimulation coil placement for targeting the dorsolateral prefrontal cortex using novel magnetic resonance image-guided neuronavigation. Human brain mapping. 2010 Nov;31(11):1643–1652. doi: 10.1002/hbm.20964. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Fitzgerald PB, Hoy K, McQueen S, et al. A randomized trial of rTMS targeted with MRI based neuro-navigation in treatment-resistant depression. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2009 Apr;34(5):1255–1262. doi: 10.1038/npp.2008.233. [DOI] [PubMed] [Google Scholar]
- 63.Langguth B, Kleinjung T, Landgrebe M, de Ridder D, Hajak G. rTMS for the treatment of tinnitus: the role of neuronavigation for coil positioning. Neurophysiologie clinique = Clinical neurophysiology. 2010 Mar;40(1):45–58. doi: 10.1016/j.neucli.2009.03.001. [DOI] [PubMed] [Google Scholar]
- 64.Wu S, Maloney T, Gilbert DL, Dixon SG, Horn PS, Huddleston DA, Eaton K, Vannest J. Functional MRI-navigated repetitive transcranial magnetic stimulation over supplementary motor area in chronic tic disorders. Brain stimulation. 2013 doi: 10.1016/j.brs.2013.10.005. [DOI] [PubMed] [Google Scholar]
- 65.Sparing R, Buelte D, Meister IG, Paus T, Fink GR. Transcranial magnetic stimulation and the challenge of coil placement: a comparison of conventional and stereotaxic neuronavigational strategies. Human brain mapping. 2008 Jan;29(1):82–96. doi: 10.1002/hbm.20360. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Bersani FS, Minichino A, Enticott PG, et al. Deep transcranial magnetic stimulation as a treatment for psychiatric disorders: a comprehensive review. European psychiatry : the journal of the Association of European Psychiatrists. 2013 Jan;28(1):30–39. doi: 10.1016/j.eurpsy.2012.02.006. [DOI] [PubMed] [Google Scholar]
- 67.Roth Y, Pell GS, Zangen A. Commentary on: Deng et al., Electric field depth-focality tradeoff in transcranial magnetic stimulation: simulation comparison of 50 coil designs. Brain stimulation. 2013 Jan;6(1):14–15. doi: 10.1016/j.brs.2012.04.003. [DOI] [PubMed] [Google Scholar]
- 68.Roth Y, Pell GS, Chistyakov AV, Sinai A, Zangen A, Zaaroor M. Motor cortex activation by H-coil and figure-8 coil at different depths. Combined motor threshold and electric field distribution study. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2014 Feb;125(2):336–343. doi: 10.1016/j.clinph.2013.07.013. [DOI] [PubMed] [Google Scholar]
- 69.Hallett M. Transcranial magnetic stimulation and the human brain. Nature. 2000 Jul 13;406(6792):147–150. doi: 10.1038/35018000. [DOI] [PubMed] [Google Scholar]
- 70.Lee JC, Blumberger DM, Fitzgerald PB, Daskalakis ZJ, Levinson AJ. The role of transcranial magnetic stimulation in treatment-resistant depression: a review. Current pharmaceutical design. 2012;18(36):5846–5852. doi: 10.2174/138161212803523644. [DOI] [PubMed] [Google Scholar]
- 71.Mantovani A, Pavlicova M, Avery D, et al. Long-term efficacy of repeated daily prefrontal transcranial magnetic stimulation (TMS) in treatment-resistant depression. Depression and anxiety. 2012 Oct;29(10):883–890. doi: 10.1002/da.21967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.McDonald WM, Durkalski V, Ball ER, et al. Improving the antidepressant efficacy of transcranial magnetic stimulation: maximizing the number of stimulations and treatment location in treatment-resistant depression. Depression and anxiety. 2011 Nov;28(11):973–980. doi: 10.1002/da.20885. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Rosenberg H. Clinical and laboratory assessment of the subjective experience of drug craving. Clinical psychology review. 2009 Aug;29(6):519–534. doi: 10.1016/j.cpr.2009.06.002. [DOI] [PubMed] [Google Scholar]
- 74.Wilson SJ, Sayette MA, Fiez JA. Prefrontal responses to drug cues: a neurocognitive analysis. Nature neuroscience. 2004 Mar;7(3):211–214. doi: 10.1038/nn1200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.McBride D, Barrett SP, Kelly JT, Aw A, Dagher A. Effects of expectancy and abstinence on the neural response to smoking cues in cigarette smokers: an fMRI study. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2006 Dec;31(12):2728–2738. doi: 10.1038/sj.npp.1301075. [DOI] [PubMed] [Google Scholar]
- 76.Kaptchuk TJ, Goldman P, Stone DA, Stason WB. Do medical devices have enhanced placebo effects? Journal of clinical epidemiology. 2000 Aug;53(8):786–792. doi: 10.1016/s0895-4356(00)00206-7. [DOI] [PubMed] [Google Scholar]
- 77.Brunoni AR, Lopes M, Kaptchuk TJ, Fregni F. Placebo response of non-pharmacological and pharmacological trials in major depression: a systematic review and meta-analysis. PloS one. 2009;4(3):e4824. doi: 10.1371/journal.pone.0004824. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Berlim MT, Broadbent HJ, Van den Eynde F. Blinding integrity in randomized sham-controlled trials of repetitive transcranial magnetic stimulation for major depression: a systematic review and meta-analysis. The international journal of neuropsychopharmacology / official scientific journal of the Collegium Internationale Neuropsychopharmacologicum (CINP) 2013 Jun;16(5):1173–1181. doi: 10.1017/S1461145712001691. [DOI] [PubMed] [Google Scholar]
- 79.Broadbent HJ, van den Eynde F, Guillaume S, Hanif EL, Stahl D, David AS, Campbell IC, Schmidt U. Blinding success of rTMS applied to the dorsolateral prefrontal cortex in randomised sham-controlled trials: a systematic review. The world journal of biological psychiatry : the official journal of the World Federation of Societies of Biological Psychiatry. 2011 Jun;12(4):240–248. doi: 10.3109/15622975.2010.541281. [DOI] [PubMed] [Google Scholar]
- 80.Borckardt JJ, Walker J, Branham RK, et al. Development and evaluation of a portable sham transcranial magnetic stimulation system. Brain stimulation. 2008 Jan;1(1):52–59. doi: 10.1016/j.brs.2007.09.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Borckardt JJ, Nahas ZH, Teal J, et al. The Painfulness of Active, but not Sham, Transcranial Magnetic Stimulation Decreases Rapidly Over Time: Results From the Double-Blind Phase of the OPT-TMS Trial. Brain stimulation. 2013 May 21;6(6):925–928. doi: 10.1016/j.brs.2013.04.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Hadley D, Anderson BS, Borckardt JJ, Arana A, Li X, Nahas Z, George MS. Safety, tolerability, and effectiveness of high doses of adjunctive daily left prefrontal repetitive transcranial magnetic stimulation for treatment-resistant depression in a clinical setting. The journal of ECT. 2011 Mar;27(1):18–25. doi: 10.1097/YCT.0b013e3181ce1a8c. [DOI] [PubMed] [Google Scholar]
- 83.Berlim MT, Van den Eynde F, Daskalakis ZJ. High-frequency repetitive transcranial magnetic stimulation accelerates and enhances the clinical response to antidepressants in major depression: a meta-analysis of randomized, double-blind, and sham-controlled trials. The Journal of clinical psychiatry. 2013 Feb;74(2):e122–129. doi: 10.4088/JCP.12r07996. [DOI] [PubMed] [Google Scholar]
- 84.Ziemann U, Tam A, Butefisch C, Cohen LG. Dual modulating effects of amphetamine on neuronal excitability and stimulation-induced plasticity in human motor cortex. Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology. 2002 Aug;113(8):1308–1315. doi: 10.1016/s1388-2457(02)00171-2. [DOI] [PubMed] [Google Scholar]
- 85.Buchmann J, Dueck A, Gierow W, et al. Modulation of motorcortical excitability by methylphenidate in adult voluntary test persons performing a go/nogo task. Journal of neural transmission (Vienna, Austria : 1996) 2010 Feb;117(2):249–258. doi: 10.1007/s00702-009-0349-z. [DOI] [PubMed] [Google Scholar]
- 86.Paulus W, Classen J, Cohen LG, et al. State of the art: Pharmacologic effects on cortical excitability measures tested by transcranial magnetic stimulation. Brain stimulation. 2008 Jul;1(3):151–163. doi: 10.1016/j.brs.2008.06.002. [DOI] [PubMed] [Google Scholar]
- 87.George MS, Padberg F, Schlaepfer TE, O'Reardon JP, Fitzgerald PB, Nahas ZH, Marcolin MA. Controversy: Repetitive transcranial magnetic stimulation or transcranial direct current stimulation shows efficacy in treating psychiatric diseases (depression, mania, schizophrenia, obsessive-complusive disorder, panic, posttraumatic stress disorder). Brain stimulation. 2009 Jan;2(1):14–21. doi: 10.1016/j.brs.2008.06.001. [DOI] [PubMed] [Google Scholar]
- 88.Diana M. The dopamine hypothesis of drug addiction and its potential therapeutic value. Frontiers in psychiatry. 2011;2:64. doi: 10.3389/fpsyt.2011.00064. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Volkow ND, Wang GJ, Fowler JS, Tomasi D, Telang F. Addiction: beyond dopamine reward circuitry. Proceedings of the National Academy of Sciences of the United States of America. 2011 Sep 13;108(37):15037–15042. doi: 10.1073/pnas.1010654108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Feil J, Zangen A. Brain stimulation in the study and treatment of addiction. Neuroscience and biobehavioral reviews. 2010 Mar;34(4):559–574. doi: 10.1016/j.neubiorev.2009.11.006. [DOI] [PubMed] [Google Scholar]
- 91.Strafella AP, Paus T, Barrett J, Dagher A. Repetitive transcranial magnetic stimulation of the human prefrontal cortex induces dopamine release in the caudate nucleus. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2001 Aug 1;21(15):RC157. doi: 10.1523/JNEUROSCI.21-15-j0003.2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Keck ME, Welt T, Muller MB, Erhardt A, Ohl F, Toschi N, Holsboer F, Sillaber I. Repetitive transcranial magnetic stimulation increases the release of dopamine in the mesolimbic and mesostriatal system. Neuropharmacology. 2002 Jul;43(1):101–109. doi: 10.1016/s0028-3908(02)00069-2. [DOI] [PubMed] [Google Scholar]
- 93.Kanno M, Matsumoto M, Togashi H, Yoshioka M, Mano Y. Effects of acute repetitive transcranial magnetic stimulation on dopamine release in the rat dorsolateral striatum. Journal of the neurological sciences. 2004 Jan 15;217(1):73–81. doi: 10.1016/j.jns.2003.08.013. [DOI] [PubMed] [Google Scholar]
- 94.Zangen A, Hyodo K. Transcranial magnetic stimulation induces increases in extracellular levels of dopamine and glutamate in the nucleus accumbens. Neuroreport. 2002 Dec 20;13(18):2401–2405. doi: 10.1097/00001756-200212200-00005. [DOI] [PubMed] [Google Scholar]
- 95.Erhardt A, Sillaber I, Welt T, Muller MB, Singewald N, Keck ME. Repetitive transcranial magnetic stimulation increases the release of dopamine in the nucleus accumbens shell of morphine-sensitized rats during abstinence. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology. 2004 Nov;29(11):2074–2080. doi: 10.1038/sj.npp.1300493. [DOI] [PubMed] [Google Scholar]
- 96.Javitt DC, Schoepp D, Kalivas PW, et al. Translating glutamate: from pathophysiology to treatment. Science translational medicine. 2011 Sep 28;3(102):102mr102. doi: 10.1126/scitranslmed.3002804. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Quintero GC. Role of nucleus accumbens glutamatergic plasticity in drug addiction. Neuropsychiatric disease and treatment. 2013;9:1499–1512. doi: 10.2147/NDT.S45963. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Gersner R, Kravetz E, Feil J, Pell G, Zangen A. Long-term effects of repetitive transcranial magnetic stimulation on markers for neuroplasticity: differential outcomes in anesthetized and awake animals. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2011 May 18;31(20):7521–7526. doi: 10.1523/JNEUROSCI.6751-10.2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 99.Levy D, Shabat-Simon M, Shalev U, Barnea-Ygael N, Cooper A, Zangen A. Repeated electrical stimulation of reward-related brain regions affects cocaine but not “natural” reinforcement. The Journal of neuroscience : the official journal of the Society for Neuroscience. 2007 Dec 19;27(51):14179–14189. doi: 10.1523/JNEUROSCI.4477-07.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Guse B, Falkai P, Wobrock T. Cognitive effects of high-frequency repetitive transcranial magnetic stimulation: a systematic review. Journal of neural transmission (Vienna, Austria : 1996) 2010 Jan;117(1):105–122. doi: 10.1007/s00702-009-0333-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Fecteau S, Fregni F, Boggio PS, Camprodon JA, Pascual-Leone A. Neuromodulation of decision-making in the addictive brain. Substance use & misuse. 2010 Sep;45(11):1766–1786. doi: 10.3109/10826084.2010.482434. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 102.Feil J, Sheppard D, Fitzgerald PB, Yucel M, Lubman DI, Bradshaw JL. Addiction, compulsive drug seeking, and the role of frontostriatal mechanisms in regulating inhibitory control. Neuroscience and biobehavioral reviews. 2010 Nov;35(2):248–275. doi: 10.1016/j.neubiorev.2010.03.001. [DOI] [PubMed] [Google Scholar]
- 103.Perry JL, Joseph JE, Jiang Y, et al. Prefrontal cortex and drug abuse vulnerability: translation to prevention and treatment interventions. Brain research reviews. 2011 Jan 1;65(2):124–149. doi: 10.1016/j.brainresrev.2010.09.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Taylor JJ, Borckardt JJ, George MS. Endogenous opioids mediate left dorsolateral prefrontal cortex rTMS-induced analgesia. Pain. 2012 Jun;153(6):1219–1225. doi: 10.1016/j.pain.2012.02.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Martin L, Borckardt JJ, Reeves ST, et al. A pilot functional MRI study of the effects of prefrontal rTMS on pain perception. Pain medicine (Malden, Mass) 2013 Jul;14(7):999–1009. doi: 10.1111/pme.12129. [DOI] [PubMed] [Google Scholar]
- 106.George O, Koob GF. Control of craving by the prefrontal cortex. Proceedings of the National Academy of Sciences of the United States of America. 2013 Mar 12;110(11):4165–4166. doi: 10.1073/pnas.1301245110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Garavan H. Insula and drug cravings. Brain structure & function. 2010 Jun;214(5-6):593–601. doi: 10.1007/s00429-010-0259-8. [DOI] [PubMed] [Google Scholar]

