Introduction to Schizophrenia

Schizophrenia is a complex and disabling illness that is estimated to affect over 20 million people across the globe [1]. Since Emil Kraepelin’s coining of the term dementia praecox in the late nineteenth century [2], much has been discovered about the condition. However, in spite of advances in our understanding of schizophrenia, it nonetheless remains one of the top 10 causes of disability worldwide with detrimental effects on individual, family, and societal levels [3].

Schizophrenia is a heterogeneous condition consisting of “positive” and “negative” symptoms as well as cognitive dysfunction. Positive symptoms include delusional thinking, disorganized speech and behavior, and perceptual disturbances such as auditory hallucinations, which have been associated with disrupted function of temporal-parietal cortical circuitry [4]. Negative symptoms include avolition, blunted affect, and asociality. Cognitive deficits are commonly observed in domains including working, episodic and verbal memory, processing speed, and social cognition. Negative symptoms and cognitive deficits are major drivers of poor outcomes associated with the illness [5], and both have been associated with decreased function of the dorsolateral prefrontal cortex (DLPFC) [4, 6,7,8]. The mainstay of schizophrenia treatment is antipsychotic pharmacotherapy, which is generally effective for positive symptoms but less so for negative symptoms [9] and cognitive deficits [10, 11]. While approximately a third of affected individuals will adequately respond to antipsychotics, functionally impairing symptoms persist in a third, and up to another third will see little benefit [12]. There is a clear need for novel therapeutics for schizophrenia, as evidenced by associated morbidity and poor outcomes more than 60 years after antipsychotic medications were introduced [13]. Non-invasive brain modulation techniques, such as repetitive transcranial magnetic stimulation (rTMS), are potential novel therapeutic options.

Introduction to Repetitive Transcranial Magnetic Stimulation

Background and Mechanism

Transcranial magnetic stimulation (TMS) was first described by Anthony Barker [14] in a letter to Lancet in 1985, following his observation that running an electrical current through a circular magnetic coil applied to the human motor cortex could produce movements of the contralateral limb. Single pulse TMS has since been used to measure cortical excitability as well as to create a “virtual lesion” where investigators stimulate a cortical target, creating a short-term disruption in function in order to simulate the effects of a brain insult. This was first demonstrated by Amassian et al. who applied TMS over the visual cortex, observing a temporary impairment in visual perception [15]. The observation that repetitively pulsed TMS, coined repetitive transcranial magnetic stimulation (rTMS), could produce effects that extend beyond the period of stimulation raised the possibility of TMS as a clinical intervention in addition to an investigational tool [16].

rTMS applies a repetitively pulsed magnetic field over the scalp to induce an electric field within a discrete area of the brain. This electric field modulates ion flow across the neuronal cellular membrane with resultant changes in neuronal polarization. The end result is altered neuronal activity in the area where the rTMS is applied [17, 18] (Fig. 1). It is thought that rTMS causes lasting neural effects through long-term potentiation (LTP) and long-term depression (LTD) like mechanisms [19]. rTMS is a malleable neuromodulation technique that can exert varying physiologic effects depending on how it is administered. Early studies demonstrated that using different stimulation frequencies (Hz), or pulses per second, may result in different effects. Investigators observed that rTMS administered at 10–25 Hz, or high-frequency rTMS, led to an increase in cortical excitability. Stimulation at 1 Hz, or low frequency rTMS, is thought to result in cortical inhibition [20, 21]. Though the precise mechanisms are unclear, it is believed that these disparate effects may be related to differences in calcium influx resulting from application of these stimulation fields [22,23,24].

Fig. 1
figure 1

During repetitive transcranial magnetic stimulation (rTMS), an electric current is used to create a repetitively pulsed magnetic field. When applied over the scalp, this induces an electric current within a discrete area of the brain with resultant changes in neuronal polarization. The end result is altered neuronal activity in the area where the rTMS is applied

Other variables, including the intensity of stimulation, pulse pattern, and coil type have been used to modify the effects of rTMS. The stimulation intensity is believed to inform rTMS induced changes in cortical excitability. Intensity is defined as a percentage of an individual’s resting motor threshold (MT), which is the stimulation output required to produce a motor-evoked potential [25]. Stimulating at intensities greater than an individual’s resting MT is believed to result in more sustained effects, while stimulation below MT threshold may result in weaker, less consistent effects [20, 26, 27].

The coil type used in rTMS is important, as this influences both the depth and focality of stimulation. The figure-8 coil initially came into use as it offered a focality advantage over the circular coil [28]. Since then, the H-coil has been shown to penetrate more deeply [29], though focality is lost. There are many different coil types [30], and investigations remain underway to clarify optimized depth-focality tradeoff [31, 32].

Different stimulation patterns are observed to result in varying physiologic effects. Theta burst stimulation (TBS) is an increasingly common variant of rTMS that was developed based on studies in rodent and human brains which indicated that theta rhythms are associated with LTP [33,34,35,36,37]. TBS consists of lower intensity stimuli applied at a high frequency over a shorter period of time, with effects potentially lasting longer than standard rTMS [38]. TBS is often administered in bursts of 3 stimuli at 50 Hz (20 ms between each stimulus) at 80% MT, with repeated bursts at intervals of 200 ms (5 Hz). When applied intermittently (intermittent theta burst stimulation or iTBS), e.g., 2 s at a time with an 8 s break, it results in increased cortical excitability. When applied continuously (continuous theta burst stimulation, cTBS), it results in cortical inhibition, though recent work has suggested that cTBS may be associated with inconsistent effects [39, 40]. Another pattern is quadripulse stimulation (QPS), which consists of stimulation at 90% of MT, arranged in 4 pulses separated by a given interstimulus interval. Shorter interstimulus intervals lead to long-lasting facilitation, whereas longer interstimulus intervals led to long-lasting suppression. Investigators have observed that an interval of 50 ms, corresponding to a frequency of 20 Hz, resulted in suppression lasting over an hour. Without the QPS pattern, rTMS at this frequency would result in a few minutes of facilitation [41]. Relative to TBS, QPS has demonstrated stronger and more predictable (smaller number of opposite responders) excitatory and inhibitory effects [42].

Effects on Neural Circuitry

rTMS has many clinical applications because it impacts not only the region that is directly stimulated but also associated downstream circuitry. In her 2018 review, Hanlon [43] reasons that even the earliest studies of TMS demonstrate a polysynaptic effect, because the impulse travels from the upper motor neuron to the lower motor neuron, resulting in a motor evoked potential. PET studies have provided data elucidating the effects of rTMS at a brain circuit level. Investigations in healthy subjects have demonstrated that rTMS targeting the prefrontal cortex (PFC) induced dopamine release in the anterior cingulate cortex, orbitofrontal cortex, caudate nucleus, and striatum [44,45,46]. Vidal-Pineiro and colleagues [47] demonstrated via magnetic resonance spectroscopy that iTBS applied to the inferior parietal lobule of healthy volunteers was associated with increased gamma aminobutyric acid (GABA) throughout the posteromedial cortex, with the strength of GABA release at the posterior cingulate cortex correlating to baseline functional connectivity between these regions.

Functional magnetic resonance imaging (fMRI) studies have also demonstrated the activation of neural circuitry following TMS. Denslow et al. [48] demonstrated that single-pulse TMS applied to the motor cortex resulted in motor circuit activation. A recent study by Dowdle and colleagues [49] demonstrated that single-pulse TMS to the left DLPFC, compared to sham TMS, resulted in increased activity in the anterior cingulate, caudate, and thalamus. These results provide support for the belief that multiple networks involved in psychopathology can be modulated by TMS and have opened the door for various therapeutic applications.

Safety and Tolerability of rTMS

A strength of rTMS is its safety profile. The most severe known adverse effect is seizures, and these are remarkably rare, occurring in fewer than 1 per 60,000 sessions [50]. Syncope has been observed and can be distressing, especially when convulsive features may make the episode appear to be a seizure [18]. The most common side effects are local pain and headaches [18]. A 2008 review of sham-controlled studies found that 28% experienced headache and 39% experienced pain with active rTMS, versus 16% headache and 15% pain with sham treatment [51]. Fortunately, these symptoms commonly resolve without clinical intervention.

rTMS in Schizophrenia

The majority of studies examining rTMS in schizophrenia fall into one of two camps. The first are investigations modulating auditory cortical function via stimulation of the temporal-parietal cortex (TPC), an area for which there had traditionally been less data regarding tolerability or efficacy. The second are investigations that retained the same or similar protocols as studies in major depressive disorder, targeting the DLPFC. Though few in number, there have also been investigations studying other rTMS targets in schizophrenia, such as the inferior parietal lobule and cerebellum. The scope of this review will include studies targeting the TPC and DLPFC in schizophrenia, with a focus on trials leveraging neuroimaging in either study design or outcomes.

rTMS of the Temporal-Parietal Cortex in Schizophrenia

Aberrant TPC function has been hypothesized to contribute to a cardinal symptom of schizophrenia, auditory hallucinations. This theory has been supported by neuroimaging investigations demonstrating associations between auditory hallucinations and altered TPC function [52]. Leveraging the ability of rTMS to modulate neural function and connectivity, investigators have questioned whether stimulation of the TPC may reverse these neural abnormalities and thus ameliorate auditory hallucinations associated with schizophrenia (Table 1).

The first to publish in this area was Hoffman et al. [53], who used a 1 Hz rTMS protocol in three subjects, stimulating directly over the midway point between the left temporal (T3) and left parietal (P3) positions defined by the International 10–20 EEG system, an approach that has been replicated in trials that followed. All subjects reported improvements in auditory hallucinations following rTMS, and two of the three experienced a maintained reduction in hallucination severity two weeks later. Hoffman et al. [54,55,56] later replicated these findings, extending the duration of treatment. Other investigators began to examine the effects of rTMS on auditory hallucinations, with mixed results. Chibbaro and colleagues [57] observed maintained reduction of auditory hallucinations at follow-up 8 weeks post-stimulation, while work by Poulet et al. [58] reported significantly reduced scores on the auditory hallucinations rating scale (AHRS) after rTMS twice per day over 5 days. However, in other trials, the results demonstrated either similar improvement in rTMS and sham groups [59,60,61,62,63] or no effect in either [64,65,66,67].

While the majority of studies focusing on the TPC as a rTMS target involve a 1 Hz protocol, there are a few exceptions. Montagne-Larmurier and colleagues [68] administered 20 Hz rTMS targeting the left posterior superior temporal sulcus twice daily over 2 days. Subjects experienced a significant reduction in combined auditory and visual hallucinations at 12-day follow-up, though there was no control group. Kimura et al. [69] and Dollfus et al. [70] also used 20 Hz protocols directed at the left TPC but did not find significant reductions in auditory hallucinations. cTBS protocols targeting the left TPC have likewise produced mixed results, showing either no effect [71] or a reduction in auditory hallucinations relative to sham treatment [72]. Though initial studies targeting the TPC for the treatment of auditory hallucinations were promising, subsequent work revealed mixed results. This prompted investigators to consider alternative approaches, such as imaging guided rTMS.

Role of Neuroimaging in Studies of rTMS Targeting the TPC in Schizophrenia

Neuronavigation

While some studies have used traditional EEG scalp lead placement to guide and standardize target location, others have employed neuroimaging, commonly structural magnetic resonance imaging (MRI), to more precisely target areas of interest. The selected target area can also be specified based on brain function, as revealed by fMRI data collected at rest or during task performance.

Schönfeldt-Lecuona and colleagues [73] were the first to use image-guided, neuronavigated rTMS in schizophrenia. In this small study (n = 11), T1-weighted structural MRI was employed to identify the superior temporal gyrus and Broca’s area. Five subjects also had fMRI data collected during a delayed match-to-sample task, where subjects were asked to memorize and later recall previously shown syllables and geometric figures, which activated regions within the left superior temporal sulcus. In a blinded crossover trial between 4 conditions (left superior temporal gyrus, Broca’s area, midline parieto-occipital sham stimulation, and no stimulation), no significant effects on auditory hallucinations were observed in any of the four groups, though there was a trend toward improvement in the subjects whose left superior temporal sulcus was targeted via fMRI.

In a larger randomized control trial of subjects experiencing auditory-visual hallucinations, fMRI was used to identify the area of maximal activation in subjects experiencing auditory-visual hallucinations within left or right superior, medial, inferior, and transversal temporal gyri, supramarginal gyrus, and angular gyrus. However, administering 1 Hz rTMS to this target had no effect on positive symptoms compared to a structurally defined anatomical target or sham treatment [74]. Blumberger et al. [75] examined MRI guided stimulation of Herschel’s gyrus in three groups, a 6 Hz priming lead-in to 1 Hz stimulation, 1 Hz, and sham, but did not observe an effect in any of the three groups. Paillere-Martinot et al. [76] targeted the region of greatest temporal activation during a language-fragment detection task but did not observe an effect on hallucinations.

Nathou and colleagues [77], observing the inconsistency of findings in the literature regarding rTMS efficacy in schizophrenia, sought to determine if individual anatomical variations were a possible contributor. Here, 15 subjects received 20 Hz rTMS targeting the left TPC after undergoing MRI. The authors observed that treatment response, i.e., improved AHRS scores, was predicted by the scalp-to-cortex distance and the gray matter density in the target region. Interestingly, the resting MT was not at all predicted by the same measures in the primary hand cortex, leading the authors to argue that individualized resting MT may not be as useful a tool for gauging stimulation intensity in this population.

In summary, structural MRI that focuses on anatomical landmarks, scalp-to-cortex distance, and gray matter density at the target regions may predict clinical response, though the results are varied. fMRI has been employed as a means of more precise targeting of rTMS, though the impact of the practice on efficacy has yet to be fully explored.

Effects of rTMS on Brain Structure or Function

As the field’s understanding of rTMS expanded, studies began to employ neuroimaging for purposes other than navigation. Functional imaging before and after rTMS may be useful for assessing how brain activity is impacted by the stimulation. Further, functional connectivity analysis can characterize downstream, network-related changes in brain function.

In one study, Fitzgerald and colleagues [78] had three subjects perform a repeated block-design word generation fMRI task before and after 1 Hz rTMS of the left TPC. These subjects experienced significantly reduced auditory hallucination severity as well as increased blood oxygen level dependent (BOLD) signal in the left TPC (angular gyrus), left frontal-precentral cortex, and left inferior frontal gyrus compared to imaging from four healthy controls that did not undergo rTMS. Subjects also showed reduced task-related activation in brain regions including left superior temporal gyrus, left inferior frontal gyrus, right inferior frontal gyrus, anterior cingulate cortex, and parietal regions compared to controls. Kindler et al. [79] measured cerebral blood flow (CBF) in patients versus controls with pseudo-continuous magnetic resonance-arterial spin labeling before and after either 1 Hz rTMS or cTBS to the left TPC. The 1 Hz rTMS and cTBS groups exhibited decreased auditory hallucination scores as well as reductions in CBF in the primary auditory cortex, Broca’s area, and cingulate gyrus, compared to controls.

Vercammen and colleagues [80] studied 1 Hz rTMS or sham targeting the left TPC in 18 subjects, obtaining fMRI at baseline and following study intervention. While no significant reduction in auditory hallucinations were observed, there was a trend-level effect (p = 0.068) in the active group. In the active arm, there was significantly increased functional connectivity (FC) between the left TPC and the right insula, but no FC change between pre-determined regions of interest that were hypothesized to be elements of a network substrate for auditory hallucinations. Gromann et al. [81] demonstrated that rTMS, compared to sham, was associated with increased FC between the right TPC, the DLPFC, and the angular gyrus, supporting claims that rTMS may be a mechanism with which to modulate abnormal FC in schizophrenia. Bais et al. [82] measured changes in FC as a result of 1 Hz rTMS targeting either left or bilateral TPC, compared to sham. Results revealed varying effects on network FC, including frontotemporal, auditory-sensorimotor, and default mode network changes. Chen and colleagues [72] performed fMRI before and after active vs sham cTBS of the left TPC, examining changes in FC in addition to auditory hallucinations. The active cTBS group had a greater improvement in symptoms and a larger decrease in FC within the left cerebellum. The investigators observed that greater FC of the cerebellar cluster at baseline was associated with a lesser response to treatment, a potential biomarker of treatment response. In summary, though existing work have successfully employed rTMS as a means of exploring the relationship between TPC structure–function and hallucinations in schizophrenia, the optimized approaches for doing so have yet to be elucidated. This remains a fertile area for continued investigation.

rTMS of the Dorsolateral Prefrontal Cortex in Schizophrenia

In contrast to studies involving the TPC, rTMS investigations targeting the DLPFC in schizophrenia have generally focused on negative symptoms or cognitive dysfunction. Thus far these results have been mixed (Table 2). A pilot study by Cohen et al. [83] treated 6 patients with 20 Hz rTMS over the left DLPFC for 2 weeks. The investigators observed a significant reduction in positive and negative syndrome scale (PANSS) negative symptom score as well as improved performance during a delayed visual memory task, though the study suffered from lack of a control group. Hajak et al. [84] were the first to clearly demonstrate improved negative symptoms following a sham controlled trial of 10 Hz rTMS targeting the left DLPFC, with subsequent investigations similarly observing benefit [85,86,87,88,89]. Li 2016 et al. [90] failed to show negative symptom improvement after four weeks of rTMS, but did report a delayed effect in the rTMS, but not sham group, at 4-week follow-up. Quan and colleagues [91] not only showed improvement in negative symptoms following 10 Hz rTMS of the DLPFC, compared to sham, but also that this was maintained at 24-week follow-up. Schneider et al. [92] targeted the DLPFC with 10 Hz, 1 Hz, and sham stimulation, observing significant improvements in negative symptoms and a trend-level effect on the Wisconsin Card Sorting Task in the 10 Hz group.

In a large clinical trial examining three different rTMS paradigm, Zhao et al. [93] divided 96 subjects into 4 groups for stimulation of the left DLPFC: 20 Hz rTMS, 10 Hz rTMS, iTBS, and sham. After 4 weeks of treatment, the three rTMS groups had decreased scores on the PANSS negative and general psychopathology subscales as well as the scale for the assessment of negative symptoms (SANS). The iTBS group experienced a greater decrease in these scores than the 10 and 20 Hz arms. There was no difference between the 10 and 20 Hz groups. Wolwer et al. [94] and Kamp et al. [95] both showed improvement in facial affect recognition after 10 Hz rTMS protocols targeting the left DLPFC.

Though some trials have reported promising results of DLPFC stimulation, others have failed to demonstrate clinical benefit. Holi and colleagues [96] observed improvement in negative symptoms and cognitive deficits in both 10 Hz rTMS and sham conditions, without any significant difference between the two groups. Cordes et al. [97] found no significant improvement in negative symptoms, although a subset of patients with worse negative symptoms at baseline had significantly improved global assessment of functioning (GAF) scores. Mittrach and colleagues [98] performed a double-blind, sham-controlled study with a larger sample (n = 32) to assess for changes in cognition. Subjects received 10 Hz rTMS of the left DLPFC daily over 2 weeks. There were no significant effects of stimulation, though a subgroup with poor baseline performance on the Wisconsin Card Sorting Task demonstrating trend-level improvement (p = 0.059). The authors also argued that the correlational data, while not significant, suggested that “inferior performance in certain neuropsychological aspects before treatment predicts a better response to active rTMS.” Barr et al. [99] administered 20 Hz sequential, bilateral DLPFC rTMS vs sham in a study of 25 subjects over four weeks and detected no significant effect on negative symptoms. In a large, multi-center, double-blinded randomized controlled trial (RESIS, Repetitive Transcranial Magnetic Stimulation for the Treatment of Negative Symptoms in Schizophrenia), 76 patients with high illness severity were treated with 10 Hz rTMS applied 5 days per week for three weeks to the left DLPFC, compared to 81 well-matched patients who received sham rTMS. There were no significant differences between groups in negative symptoms, depressive symptoms, or cognition at 21-day and 105-day follow-up, although there was a statistically significant, but small improvement in positive symptoms for the active rTMS group at day 21 [100]. This was shortly followed in publication by Hasan and colleagues [101], who reported a lack of rTMS effects on cognition in the RESIS trial at 21, 45, or 105-day follow-up. In summary, while early studies targeting the DLPFC with rTMS demonstrated efficacy for negative symptoms or cognitive deficits, later trials did not consistently replicate these results [102].

Though most studies targeting the DLPFC have focused on negative symptoms or cognitive deficits, some have identified effects of rTMS on auditory hallucinations. For instance, Rollnik et al. [103] used a crossover design with 20 Hz rTMS targeting the left DLPFC compared to sham, finding an improvement in brief psychiatric rating scale (BPRS) score. Similarly, Novak and colleagues [104] examined 20 Hz rTMS of the left DLPFC, compared to sham, finding a small but significant improvement in the PANSS positive symptom subscale score. Wagner et al. [105] performed a secondary analysis on the subset of RESIS trial patients treated with clozapine during active or sham rTMS, and reported significant improvements on PANSS total and positive symptom subscale, but not negative subscale, scores. This suggested a potential add-on role for DLPFC rTMS in patients on clozapine.

Role of Neuroimaging in Studies of rTMS Targeting the DLPFC in Schizophrenia

Neuronavigation

There are relatively few studies utilizing neuronavigated approaches to targeting the DLPFC, compared to the TPC, which can presumably be attributed to the relative standardization of DLPFC stimulation in the field. Barr et al. [106] used MRI-guided neuronavigation to target sequential bilateral DLPFC with higher precision in 27 subjects who performed a working memory task before and after four weeks 20 Hz rTMS vs sham, with results demonstrating significantly improved 3-back accuracy for rTMS, compared to sham.

Effects of rTMS on Brain Structure or Function

Although there has been less use of imaging to guide rTMS targeting the DLPFC in schizophrenia, there has been interest in using imaging to identify potential treatment biomarkers and to clarify functional network-related responses to stimulation of the DLPFC or other regions (Table 3). Hasan and colleagues [107] analyzed structural MRI data collected before and after 10 Hz rTMS of the left DLPFC, compared to sham, and correlated it with negative symptom response. Volumetric gains in the left hippocampal, parahippocampal, and precuneal cortices following active rTMS predicted negative symptom improvement. The authors suggested that the observed heterogeneity in negative symptom response to rTMS may be in part mediated by the variable capacity for structural plasticity, especially in the left hippocampus and precuneus. Koutsouleris et al. [108] also suggested that individual variation in responsiveness to 10 Hz rTMS in patients with negative symptom predominant schizophrenia may be predicted through the use of structural biomarkers. Using data from a trial examining DLPFC directed 10 Hz vs sham rTMS, they fed pre- and post-experiment structural MRI data into a machine learning tool to identify patterns and make predictions. Their prediction tool was able to use pre-treatment MRI information related to gray matter density in a variety of cortical and subcortical areas to predict with some degree of specificity, which patients were most likely to respond to rTMS selectively in regard to negative symptoms.

Guse et al. [109] studied the effects of 10 Hz rTMS of the left posterior middle frontal gyrus on working memory performance and task related activation during fMRI. The active rTMS group did not perform significantly better than sham following treatment, and there was no observed difference in working memory network activation during task performance between the two groups. Dlabac-de Lange and colleagues [89] performed a multicenter, randomized control trial with 32 patients targeting bilateral DLPFC vs sham. Although there were no changes in the PANSS negative symptom subscale score, the active rTMS group did show significant improvement on the SANS. Overall, there was no significant effect on cognition. A subset of these patients also underwent fMRI while performing the Tower of London task. The active group demonstrated increased activation of the right DLPFC and right medial frontal gyrus, as well as decreased activation of the left posterior cingulate, while the sham group had increased activation of the left posterior cingulate [110]. Liemburg et al. [111] had subjects perform the Wall of Faces (WOF) task [112], where both gender and emotional valence (happy or angry) were identified on an array of displayed faces, before and after active and sham rTMS. There was no significant difference in performance between active and sham arms, though the active group was found to have decreased activation in frontal, parietal, and striatal areas compared to before treatment, whereas sham was associated with increased activation of these areas. The authors were hesitant to draw conclusions due to the small sample size but suggested that 10 Hz rTMS of the DLPFC may lead to a normalization of a heightened neural response to ambiguous emotional stimuli. In their early phase psychosis pilot study, while they did observe a beneficial effect of rTMS on cognition, Francis et al. [113] did not observe changes in BOLD signal or functional connectivity during in-scanner working or episodic memory tasks. However, investigators did observe that thicker left frontal cortex predicted a greater cognitive response to rTMS.

A Place for rTMS in Schizophrenia?

Since Hoffman’s first published work describing the effects on auditory hallucinations [53], there has been great interest in rTMS as an investigational and therapeutic tool for schizophrenia. However, though many investigators have studied rTMS as a treatment of hallucinations, negative symptoms, or cognitive deficits, with some reporting promising results, questions about the utility of rTMS in schizophrenia remain.

Reaching a consensus on the efficacy of rTMS in schizophrenia has been challenging for a variety of reasons. Early studies relied on potentially imprecise targeting strategies, such as locating the DLPFC by positioning the coil 5–6 cm anterolaterally from the point of maximal stimulation of the abductor pollicus brevis muscle (thumb) [92, 94, 103, 113, 114]. Unfortunately, this technique does not accommodate subject-to-subject anatomic variance and may result in imprecise stimulation delivery [115]. As the field has evolved, many studies now use neuronavigation techniques, including infrared cameras and trackers that display the location and orientation of the coil in real time over a subject’s magnetic resonance image. Investigators can use image guidance to map specific stimulation targets based off standardized coordinates, individually specified anatomic regions, or regions of functional activation during fMRI.

The use of discrepant stimulation paradigms across trials has been a notable source of heterogeneity in the field. Studies targeting auditory hallucinations have, relative to work in other symptom domains, used more uniform stimulation settings. However, trials examining rTMS for negative symptoms and cognitive dysfunction have varied more widely in approach. Positive and negative results with 10 Hz [84, 86, 114, 116] and 20 Hz [99, 104, 106, 113] paradigms have been reported, though many of these studies have suffered from small sample sizes. Larger multi-site clinical trials have generally been yielded negative results [100, 101], but they are limited in number. Additional multi-site trials with large sample sizes will be necessary to move toward a consensus on rTMS as a treatment for schizophrenia.

There remain unanswered questions regarding to the optimal “dose” of rTMS needed to elicit a clinical response. Though it may be intuitive to think of rTMS trials in a drug development sense, where increased “dose” may have a better chance of engaging the target and exerting an effect, which is not clearly the case. A recent meta-analysis indicated that beyond a certain point, increasing the number of pulses delivered does not translate to a greater biologic effect [117]. Many studies have thus far focused on 1 to 2 weeks of stimulation, perhaps balancing the practical need for subjects to successfully complete a trial with the understanding that multiple sessions are required to affect some type of behavioral or symptom response, presumably related to LTP/LTD-like effects of rTMS [19, 22,23,24]. This issue could be clarified by further investigating the mechanisms underlying the proposed LTP/LTD-like effects or rTMS. Though it has been suggested that rTMS induced changes in presynaptic calcium concentration, where by increased or decreased calcium leads to the respective faciliatory or inhibitory changes in plasticity [38, 118], the precise means by which plasticity may be changed are unclear. Elucidating this point may be important, as a more precise understanding of the biologic mechanism of lasting rTMS effects could inform standardized study design. Another question involves durability of rTMS effects. More is known about the duration of anti-depressant effects of rTMS, highlighted by a recent meta-analysis by Senova et al. showing response rates of up to 50% 1 year after initial response [119]. However, less is known about the durability of effects in schizophrenia populations where differences in study design and underlying illness biology complicate comparisons. Considering the implications for trial design and subject safety, clarifying these questions is an important task for future research.

Illness-Related Challenges

Beyond the issues associated with rTMS study design, it is worth considering disease-specific factors which may complicate the interpretation of findings. It is unknown whether changes in brain structure and function that occur during the course of schizophrenia could influence response to rTMS. If so, perhaps brain stimulation could be more impactful earlier in the course of illness. Relatively little work has examined response early in the course of schizophrenia. Francis et al. [113] demonstrated a positive effect of bilateral 20 Hz rTMS on cognitive function in an early-phase psychosis cohort, though the sample size was small. Related to the duration of illness, it is unclear what impact antipsychotic medication exposure may have on the response to rTMS. It has been observed that antipsychotic medications may be associated with changes in brain structure [120,121,122] and function [120, 121, 123, 124]. If this is the case, it is possible that factors such as the duration or amount of antipsychotic medication exposure may mitigate or predict potential therapeutic effects of rTMS. Clarifying these points will inform our interpretation of current results and the design of future trials.

Future Directions

Interleaved TMS and fMRI

Schizophrenia is an illness associated with neural dysconnectivity [125,126,127], which pairs nicely with the ability of rTMS to modulate activity in target structures and connectivity with associated circuitry. Interleaved TMS and fMRI is an important direction for research in schizophrenia, as it expands the ability of investigators to determine how rTMS modulates brain circuitry. Interleaved TMS/fMRI enables investigators to sequentially perform TMS and fMRI to look at the immediate effects of the stimulation. Hanlon and colleagues [128] have developed innovative paradigms to explore the associations between neural circuitry and response to alcohol cue exposure in individuals with alcohol use disorder. Chen and colleagues [129] have employed interleaved rTMS and fMRI to examine the interplay between disparate large-scale networks, displaying the potential utility of the technology. Intentional exploration of neural circuit function is particularly relevant in schizophrenia and future investigations should replicate approaches that have been successfully used in other diseases to clarify the role of dysconnectivity in psychosis.

Precision Medicine Approach

In addition to more robust exploration of the pathophysiology of schizophrenia, movement toward a precision medicine approach will enable investigators to draw more definitive conclusions about the effectiveness of rTMS for the condition. By identifying patient-specific factors that predict response to neuromodulation, we can ultimately use the technology to greater clinical effect. This is an area where the combination of neuroimaging and non-invasive brain stimulation holds the most promise. Investigators have begun incorporating fMRI either at rest or during task performance to clarify the optimal location of intended stimulation targets on a subject-by-subject basis. This is important considering the individual variability in neuroanatomy and should move the field in a personalized direction. Though findings using this approach are mixed [73, 130], it represents an important area for continued innovation. For instance, work by our group employs this technique to explore the effects of precuneus rTMS on episodic memory neurocircuitry in early-phase psychosis by having subjects perform a scene recognition task during fMRI, which reliably activates the precuneus [131] and enables precise targeting (Fig. 2) [132].

Fig. 2
figure 2

fMRI-guided rTMS. Neuronavigated rTMS targeting (A) episodic memory (EM) circuitry and (B) cognitive control in early-phase psychosis. Here, rTMS is applied to the precuneus and left dorsolateral prefrontal cortex, respectively. Baseline fMRI during task performance allows for identification of the point of maximal BOLD signal change during EM retrieval and cognitive control tasks, enabling individualized stimulation for each subject. In both sets of images, the motor strip has been highlighted for use during motor threshold determination

In conclusion, the evidence supporting rTMS as a therapeutic for schizophrenia is mixed. Though it is reasonable to believe that rTMS holds promise as a treatment option for individuals living with psychosis, larger replicative studies are needed to define optimized stimulation paradigms and appropriate follow-up intervals to assess the duration of rTMS induced effects. Beyond its therapeutic potential, rTMS also holds significant promise as a probe of the role neural circuit dysconnectivity in psychosis. Greater use of interleaved TMS and fMRI, a practice employed successfully in other populations, will move the field forward. This may be important not only for future rTMS-schizophrenia trial development but also for areas such as identifying biomarkers of illness progression or even onset, in populations such as those at clinical high risk for psychosis.

Table 1 Temporoparietal cortex rTMS for the treatment of schizophrenia
Table 2 Dorsolateral prefrontal cortex rTMS for the treatment of schizophrenia
Table 3 Studies examining the effects of rTMS on structure, functional activation, and functional connectivity in schizophrenia