Hostname: page-component-cd9895bd7-jkksz Total loading time: 0 Render date: 2024-12-26T05:57:04.698Z Has data issue: false hasContentIssue false

Obsessive–compulsive disorder—contamination fears, features, and treatment: novel smartphone therapies in light of global mental health and pandemics (COVID-19)

Published online by Cambridge University Press:  21 October 2020

Baland Jalal*
Affiliation:
Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
Samuel R. Chamberlain
Affiliation:
Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom Department of Psychiatry, Faculty of Medicine, University of Southampton; and Southern Health NHS Foundation Trust, Cambridgeshire & Peterborough NHS Foundation Trust, United Kingdom
Trevor W. Robbins
Affiliation:
Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom Department of Psychology, University of Cambridge, Cambridge, United Kingdom
Barbara J. Sahakian
Affiliation:
Department of Psychiatry, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, United Kingdom
*
*Author for correspondence: Baland Jalal, Email: [email protected]
Rights & Permissions [Opens in a new window]

Abstract

This review aims to shed light on the symptoms of obsessive–compulsive disorder (OCD) with a focus on contamination fears. In addition, we will briefly review the current therapies for OCD and detail what their limitations are. A key focus will be on discussing how smartphone solutions may provide approaches to novel treatments, especially when considering global mental health and the challenges imposed by rural environments and limited resources; as well as restrictions imposed by world-wide pandemics such as COVID-19. In brief, research that questions this review will seek to address include: (1) What are the symptoms of contamination-related OCD? (2) How effective are current OCD therapies and what are their limitations? (3) How can novel technologies help mitigate challenges imposed by global mental health and pandemics/COVID-19.

Type
Review
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
© The Author(s), 2020. Published by Cambridge University Press

Introduction

Obsessive–compulsive disorder (OCD)—characterized by obsessions and/or compulsions—is a deeply enigmatic neuropsychiatric disorder. Once thought rare, OCD is now considered one of the most common psychiatric conditions, afflicting 2% to 3% of the general population. 1-3 This condition is debilitating, associated with immense suffering worldwide, and costly.Reference Eaton, Martins, Nestadt, Bienvenu, Clarke and Alexandre 4 , Reference Stein 5 Indeed, disorders of the brain including OCD have a yearly cost of €134 billion in the United Kingdom aloneReference Fineberg, Haddad and Carpenter 6 (on the cost of mental illness see also SahakianReference Sahakian 7). In the United States, the annual cost of OCD is estimated at $10.6 billion.Reference Eaton, Martins, Nestadt, Bienvenu, Clarke and Alexandre 4 Unsurprisingly, therefore, mental conditions like OCD, and neurological and substance-use disorder combined, comprise 13% of the global disease burden, greater than the burden of diseases such as cancer and cardiovascular disorderReference Collins, Patel and Joestl 8 (see Hollander et alReference Hollander, Doernberg and Shavitt 9).

One of the most common and striking types of OCD, affecting up to 46% of patients, is characterized by severe contamination fears and excessive washing behaviors.Reference Markarian, Larson and Aldea 10 , Reference Rachman 11 These patients can experience great distress even when touching, seemingly harmless, objects such as a doorknob and may engage in excessive cleansing behaviors for hours, resulting in skin irritation or bleeding.Reference Jalal, McNally, Elias, Potluri and Ramachandran 12 In some cases, these exasperating cleansing routines result in patients being unable to leave their home (eg, CyrReference Cyr 13).

Despite the distressing nature and great economic burden of OCD, the existing treatments have limitations. This review aims to shed light on the symptoms of contamination-related OCD. In addition, we will briefly review the current therapies for OCD and detail what their limitations are. A key focus will be on discussing how technological solutions may provide approaches to novel treatments, especially when considering global mental health challenges (see SteinReference Stein 14) and restrictions imposed by global pandemics such as COVID-19. In sum, research questions this review will seek to address include: (1) What are the symptoms of contamination-related OCD? (2) How effective are conventional OCD therapies and what are their limitations? and (3) How can novel technologies help overcome challenges imposed by global mental health and pandemics/COVID-19.

The Role of Disgust in OCD

Research suggests that there is an association between OCD symptoms including contamination fears and disgust. Reference Olatunji, Sawchuk, Lohr and de Jong 15 , Reference Sawchuk, Lohr, Tolin, Lee and Kleinknecht 16 It has specifically been shown that disgust sensitivity and anxiety are two independent factors driving contamination fears; indeed, disgust sensitivity predicts contamination fears after controlling for trait anxiety and anxiety sensitivityReference Olatunji, Sawchuk, Arrindell and Lohr 17 (for a theoretical model on disgust vis-à-vis contamination fears see Olatunji et alReference Olatunji, Williams, Lohr and Sawchuk 18). Relatedly, research has shown that individuals with contamination fears have difficulties disengaging from both fear and disgust stimuli.Reference Cisler and Olatunji 19 This is consistent with the finding that disgust sensitivity is associated with attention bias toward disgust stimuli.Reference Charash and McKay 20 Moreover, aberrant disgust processing in the brain may contribute to the pathophysiology of OCDReference Husted, Shapira and Goodman 21; in particular, the insula cortex.Reference Knowles, Jessup and Olatunji 22 , Reference Ludvik, Boschen and Neumann 23 Elevated activation of the insula has been described in OCD. 24-26 (on neural correlates of disgust in contamination-related OCD, see LawrenceReference Lawrence, An, Mataix-Cols, Ruths, Speckens and Phillips 27).

Cognitive errors may contribute to disgust reactivity in OCD. One example is sympathetic magic, which involves irrational ideas regarding the spread of contagion; that contamination can spread in a rapid and dynamic fashion, across a chain of objects many degrees removed from the initial contaminated object.Reference Ludvik, Boschen and Neumann 23 , Reference Bhikram, Abi-Jaoude and Sandor 28 (for an investigation in OCD, see Tolin et alReference Tolin, Worhunsky and Maltby 29; on the related concept of “looming vulnerability,” see Riskind et alReference Riskind, Abreu, Strauss and Holt 30). The “law of contagion” and “law of similarity” are thought to underlie sympathetic magic beliefs. According to the law of contagion once an object has come in contact with a contaminated item it will always remain so; exemplified by reluctance to drink a cup of coffee that has been stirred with a used but washed spoon.Reference Ludvik, Boschen and Neumann 23 , Reference Bhikram, Abi-Jaoude and Sandor 28 , Reference Tolin, Worhunsky and Maltby 29 The law of similarity dictates that an item’s visual resemblance to a contaminated one is enough for it to also become contaminated.Reference Ludvik, Boschen and Neumann 23 For example, healthy volunteers are hesitant to eat chocolate shaped as feces, even when told that the objects are food items.Reference Bhikram, Abi-Jaoude and Sandor 28 , Reference Rozin, Millman and Nemeroff 31 , Reference Jalal, McNally, Elias and Ramachandran 32

Notably, research suggests that disgust reactions in individuals with clinical contamination fears (OCD) are amenable to exposure therapy.Reference McKay 33 In fact, OCD patients are likely to experience overall symptom improvement, if treatments reduce disgust propensity.Reference Knowles, Jessup and Olatunji 22 (see also Athey et alReference Athey, Elias and Crosby 34). By comparison, while acute administration of the selective serotonin reuptake inhibitor (SSRI) escitalopram results in greater disgust accuracy and sensitivity in OCD, disgust hyper-responsivity does not normalize following chronic SSRI treatment.Reference Lochner, Simmons and Kidd 35 Taken together, developing novel exposure-like treatments that target disgust systems in OCD represents a promising avenue for future research.Reference Bhikram, Abi-Jaoude and Sandor 28

A Bayesian Computational Model

A novel model grounded in a Bayesian brain framework suggests that OCD is characterized by certain computational deficitsReference Fradkin, Adams, Parr, Roiser and Huppert 36 (for a conceptually related model, see Szechtman and WoodyReference Szechtman and Woody 37). Specifically, it posits that OCD patients have difficulties in depending on past events when predicting the effects of their own actions and future possible events. In Bayesian terms, this is referred to as excessive uncertainty regarding state transitions. Put simply, within the Bayesian framework, the brain makes inferences (ie, probabilistically) about the actual state of the world which is unobservable.Reference Friston 38 , Reference Knill and Pouget 39 It does so by making predictions; that is, based on prior knowledge (top-down) and integrates this information with incoming sensory input (bottom-up) (on this topic, see Teufel and FletcherReference Teufel and Fletcher 40). The level of certainty associated with each source of information (“noise”), determines their relative weight when making such inferences.Reference Knill and Pouget 39 When incoming sensory feedback is less noisy (certain), it is more informative.Reference Fradkin, Adams, Parr, Roiser and Huppert 36

Fradkin et alReference Fradkin, Adams, Parr, Roiser and Huppert 36 propose that OCD patients tend not to rely heavily on past events when making inferences about the world, including their own actions, but instead over-rely on sensory input even in stable scenarios. Such state uncertainty deficits in OCD applies readily to compulsive washing. For example, after touching a doorknob, there is no sensory input to confirm that your hands are clear of contagion. Yet OCD-free individuals usually infer based on past knowledge (ie, about cause and consequence) that washing results in a contamination-free state. But for OCD patients, such probability of state transitioning is less certain leading to overreliance on sensory confirmation (unattainable in this case), and effectively, repeated handwashing. Elevated transition uncertainty in OCD, including sensory overreliance and overinterpretation may account for perfectionism propensities (eg, washing behavior being “not just right”Reference Abramowitz 41 , Reference Tallis 42). The model also accounts for excessive habits.Reference Gillan, Morein-Zamir and Urcelay 43 , Reference Gillan, Papmeyer and Morein-Zamir 44 Given goal-directed behaviors are computationally costly in a world of heightened transition uncertainty (less predictability/controllability) resulting in repetitive behaviors, the brain defaults to (compensatory) habits. Notably, the face validity of this model was shown using quantitative computational simulations vis-à-vis existing empirical data. Finally, from this Bayesian perspective treatments like SSRIs and exposure therapy might exert their effects, in part, by reducing fear associated with elevated transition uncertainty.Reference Fradkin, Adams, Parr, Roiser and Huppert 36

OCD Treatment: An Overview

While the current paper focuses on contamination-related OCD, we consider treatments for OCD in general. This is because evidence-based treatments for OCD subtypes are lacking, and instead tend to target the disorder overall. Nonetheless, treatments for OCD in general are relevant for contamination fears, as this subtype is very common across the disorder, afflicting nearly half of all OCD patients.Reference Markarian, Larson and Aldea 10

There are currently effective treatments for OCD—including the contamination subtype—but they have notable limitations and do not suit all patients. Indeed, up to 40% of OCD patients do not experience adequate symptom relief from treatment with first-line interventions.Reference Fineberg, Apergis-Schoute and Vaghi 45 , Reference Haverkampf 46 Moreover, data suggest that around 60% of OCD patients in the general community remain untreated (ie, based on a review of epidemiology studiesReference Kohn, Saxena, Levav and Saraceno 47 , Reference Wootton 48); and that patients on average initiate effective treatments 17 years after the onset of the disorder.Reference Hollander, Stein and Kwon 49

The first-line psychological treatment for OCD is cognitive behavioral therapy (CBT), including exposure and response prevention (ERP), as recommended by the National Institute for Health and Care Excellence. 50 , Reference Knopp, Knowles, Bee, Lovell and Bower 51 ERP involves exposing patients to symptom relevant anxiogenic situations (eg, touching a toilet seat). The patient is then prevented from carrying out the neutralizing safety-behavior (eg, excessive cleansing) which eventually leads to habituation.Reference Jalal, McNally, Elias, Potluri and Ramachandran 12 , Reference Abramowitz, Taylor and McKay 52 , Reference Grant 53 Meta-analyses have found ERP to be effective for OCD; compared to control conditions, such as wait list, progressive muscle relaxation, and anxiety management training).Reference Abramowitz, Franklin and Foa 54 , Reference Rosa-Alcázar, Sánchez-Meca, Gómez-Conesa and Marín-Martínez 55

ERP has notable limitationsReference Kozak 56 with some patients finding that they cannot tolerate it. As many as half of all patients who initiate treatment do not improve and only a quarter of patients are asymptomatic post treatment. Likewise, 20% cannot continue treatment (ie, drop out) and a quarter are unwilling to start ERP,Reference Abramowitz 41 , 56-58 largely because of fear of the procedures.Reference Jalal, McNally, Elias, Potluri and Ramachandran 12 , Reference Maltby and Tolin 59 Furthermore, high levels of anxiety during ERP for some patients may prevent sufficient habituation during treatment. Indeed, high levels of fear may obstruct emotional processing and thus impair learning which is why moderate fear activation might be more ideal therapeutically.Reference Benito, Conelea, Garcia and Freeman 60 , Reference Norton, Hayes-Skelton and Klenck 61

Restricted accessibility is another key limitation of CBT; complicated by the fact that ERP might require many hours for improvement. For instance, CBT is commonly administered in a single weekly session, that is, for 12 to 14 weeks (1-2 hours per session).Reference O’Neill and Feusner 62 This may be costly for some patients and time-consuming for patients and therapists.Reference van der Heiden, van Rossen, Dekker, Damstra and Deen 63 Unsurprisingly, therefore, many patients treated with CBT do not receive adequate amounts.Reference Stobie, Taylor, Quigley, Ewing and Salkovskis 64 Limited accessibility—high cost, being time-consuming, inconvenience of delivery (eg, participant travel), and geographical isolation (eg, impacting rural areas)—is thus a major potential drawback of ERP.Reference Wootton 48 , Reference van der Heiden, van Rossen, Dekker, Damstra and Deen 63 , Reference Boisseau, Schwartzman, Lawton and Mancebo 65 , Reference Harris, Drummond and Fineberg 66

In terms of pharmacological intervention, SSRIs and clomipramine show efficacy vs placebo control; as confirmed by a large recent network meta-analysisReference Skapinakis, Caldwell and Hollingworth 67 (see Harris et alReference Harris, Drummond and Fineberg 66). This network meta-analysis also reported that the efficacy of SSRIs and clomipramine does not differ significantly, and that the efficacy of individual SSRI drugs appeared to be comparable. It should be noted that this network meta-analysis has a number of limitations and that head-to-heat comparator clinical trials of active treatments were generally lacking. But given that SSRIs are typically associated with milder side-effects relative to clomipramine, SSRIs, are considered the first-line pharmacological treatment for OCD. 50 , 66-68 Although some clinics provide combined pharmacological (SSRI or clomipramine) and psychological treatment (CBT), there is no clear evidence to conclude that combined treatment is superior to either drugs or CBT alone.Reference Skapinakis, Caldwell and Hollingworth 67 , Reference Fineberg, Reghunandanan and Simpson 68 However, SSRI monotherapy has been reported to be more cost-effective than either CBT alone or combined SSRI + CBT.Reference Fineberg, Apergis-Schoute and Vaghi 45 When OCD patients are unresponsive to treatment, antipsychotic agents that block dopamine receptor activity can be added to serotonin reuptake inhibitors (SRIs) (eg, to reduce stereotyped behavior); as found to be effective according to meta-analyses albeit in relatively small numbers of studies, and not for all types of antipsychotic medicationsReference Veale, Miles, Smallcombe, Ghezai, Goldacre and Hodsoll 69 (see FinebergReference Fineberg, Stein and Premkumar 70). In cases of extremely debilitating and refractory OCD, neurosurgery interventions (associated with risks due to their invasive nature) are sometimes used. These include procedures such as cingulotomy, anterior capsulotomy, and deep brain stimulation (DBS).Reference Harris, Drummond and Fineberg 66 , Reference Alonso, Cuadras and Gabriëls 71 , Reference Tyagi, Apergis-Schoute and Akram 72 Despite the favorable effects of pharmacotherapy, not all OCD patients benefit. According to some estimates, around 40% to 60% of the patients improve following SRI intervention.Reference Dougherty, Rauch and Jenike 73 Moreover, one potential drawback of pharmacological treatment is the undesired side effects.Reference Fineberg and Brown 74 , Reference Foa, Liebowitz and Kozak 75

To improve upon ERP, cognitive elements have been added to the treatment or been applied as a separate “cognitive therapy” modalityReference Rosa-Alcázar, Sánchez-Meca, Gómez-Conesa and Marín-Martínez 55; an approach that entails targeting cognitive errors.Reference Fama, Wilhelm, Abramowitz and Houts 76 One meta-analysis examined the effectiveness of ERP, cognitive therapy and their combination: Abramowitz et alReference Abramowitz, Franklin and Foa 54 reported mean effect sizes for ERP (d = 1.50), cognitive therapy (d = 1.19), and combined ERP and cognitive therapy (d = 0.99); that is, revealing a larger effect size for ERP (relative to control conditions, such as wait list, progressive muscle relaxation, and anxiety management training), than either cognitive therapy or their combination; yet suggesting benefits across all three approaches.Reference Rosa-Alcázar, Sánchez-Meca, Gómez-Conesa and Marín-Martínez 55 , Reference Abramowitz, Taylor and McKay 77 Furthermore, this meta-analysis indicated that ERP led to greater reductions in OCD symptomatology than did cognitive therapy or ERP + cognitive therapy. Overall, these results are in line with the view that ERP should constitute the psychological treatment of choice for OCD.Reference Abramowitz, Taylor and McKay 77 They also dovetail with other meta-analyses showing that more behavioral focused therapies for OCD tend to have greater efficacy than those emphasizing cognitive aspects.Reference Eddy, Dutra, Bradley and Westen 78 However, despite the efficacy of behavioral therapy vs the utilized control conditions, it has various limitations, as discussed previously.

Remotely Technology-Delivered CBT

To address barriers to traditional treatment (improve accessibility) research has explored remotely delivered CBT.Reference Wootton 48 , Reference Boisseau, Schwartzman, Lawton and Mancebo 65 , Reference Harris, Drummond and Fineberg 66 , Reference Abramowitz, Blakey, Reuman and Buchholz 79 These include video-conference administered CBT (vCBT), where treatment is provided through a video-conference call, as an analog to in-person CBT; and telephone-delivered CBT (tCBT), similar to vCBT, except the patient and clinician cannot see each other. These CBT applications are delivered in real-time and usually require comparable clinician–patient interaction as in-person treatment.Reference Wootton 48 Controlled trials support the effectiveness of both vCBTReference Vogel, Solem and Hagen 80 and tCBT.Reference Lovell, Cox and Haddock 81

Other remotely delivered CBT methods include computerized CBT (cCBT) and internet-based CBT (iCBT). These may involve reading modules about the rationale of CBT and receiving instructions to conduct in vivo exposure on a computerized device either offline (cCBT) or online (iCBT).Reference Wootton 48 , Reference Andersson, Enander and Andrén 82 One iCBT intervention (10 weeks), provided by Andersson et alReference Andersson, Enander and Andrén 82 included elements such as psychoeducation, cognitive restructuring, constructing an exposure hierarchy, and instructions to do in vivo ERP. In this study, iCBT was effective, yielding greater improvements in OCD symptoms than the control intervention (internet-based nondirective supportive treatment); reporting a large (between-group) effect size (d = 1.12).

Taken together, OCD patients appear open to incorporating technology-based intervention into their daily lives. One recent meta-analysis found that remote interventions for OCD are more efficacious than control (ie, attentional control group or wait list) and as effective as in-person CBT.Reference Wootton 48 Although promising in terms of widening the reach of OCD intervention, remote-CBT applications have limitations. For instance, computers, such as laptops, are not fully transportable, and may not be fully secure in terms of preventing external access to private information. They do not always allow for easy and instant access to treatment as patients go about their daily lives (ie, in places where symptoms naturally arise); for example, the gym, grocery store, park, or the bus or train.Reference Boisseau, Schwartzman, Lawton and Mancebo 65

Smartphone Interventions for OCD

The rise in smartphone technology offers an exciting new avenue for overcoming challenges of existing OCD therapies. Indeed, smartphone treatments lend themselves to “technology-based personalized medicine.”Reference Insel, Voon and Nye 83 , Reference Jalal, Brühl and O’Callaghan 84 Smartphone solutions can be personalized for each patient, allowing for targeted therapies and for patients to partake in their recovery process, and promote the learning of adaptive strategies to eradicate compulsive urges.Reference Jalal, Brühl and O’Callaghan 84 , Reference Gillan, Robbins, Sahakian, van den Heuvel and van Wingen 85 They can give patients direct feedback about their treatment progress, provide insight about their condition, as well as pave the way for clinicians to monitor patients’ progress in real-time and intervene swiftly if necessary.Reference Luxton, McCann, Bush, Mishkind and Reger 86 , Reference Perna, Grassi, Caldirola and Nemeroff 87

Smartphones can potentially make therapy more available to members of lower socioeconomic status communities and developing countries with insufficient access to mental healthcare.Reference Collins, Patel and Joestl 8 Smartphone technology is now adopted by most members of society across diverse social strata and wide age groups, including preadolescents and the elderly (ie, in the United States; see Pew Research Center 88). According to one report, there were 3.9 billion smartphone subscribers globally in 2016; the overall number of smartphone subscribers is expected to rise dramatically by the year 2022.Reference Jalal, Brühl and O’Callaghan 84 , Reference Barboutov, Furuskär and Inam 89 All in all, smartphones may allow healthcare systems to provide simple and low-cost solutions for treating OCD, which might facilitate higher treatment uptake, lower drop-out, and early intervention. Indeed, as this condition afflicts up to 2% to 3% of the general populationReference Robins, Helzer and Weissman 2 , Reference Ruscio, Stein, WT and Kessler 3 with economic costs as noted estimated at $10.6 billion per year in the United States alone,Reference Eaton, Martins, Nestadt, Bienvenu, Clarke and Alexandre 4 and they may have significant public health and societal impact.

Despite such widespread smartphone use, few apps have been developed for treating OCD.Reference Boisseau, Schwartzman, Lawton and Mancebo 65 That is, available apps include CBT-type interventions with limited empirical support.Reference Van Ameringen, Turna, Khalesi, Pullia and Patterson 90 For example, the Mayo Clinic Anxiety Coach for anxiety disorders and OCD entails components such as psychoeducation, construction of fear hierarchies, progress tracking, and guidance to conduct exposure exercisesReference Van Ameringen, Turna, Khalesi, Pullia and Patterson 90 , Reference Whiteside, Ale, Vickers Douglas, Tiede and Dammann 91 (see Abramowitz et alReference Abramowitz, Blakey, Reuman and Buchholz 79). Case reports suggest this app has promise, showing initial evidence of overall acceptability for children with OCD.Reference Whiteside, Ale, Vickers Douglas, Tiede and Dammann 91 , Reference Whiteside, Biggs and Tiede 92 Another example is “LiveOCDFree,” a self-help app-guided ERP treatment for OCD. This app provides guidance on ERP and includes specific components, such as help designing an exposure schedule, setting up an ERP hierarchy and reminders for ERP exercises.Reference Boisseau, Schwartzman, Lawton and Mancebo 65 One open trial (noncontrolled) provided preliminary data in support of its efficacy and acceptability; the first study to assess the efficacy of a smartphone intervention for OCD. The study found the app (ie, 12-week intervention) improved OCD and anxiety symptomatology.Reference Boisseau, Schwartzman, Lawton and Mancebo 65 A related approach relied on an integrated treatment model. It consisted of in-person ERP (3-5 sessions 90 minutes per session) and weekly phone calls, combined with an app (“nOCD”) which helped with ERP strategies; for example, customizing fear hierarchies, setting up schedules, and reminders to aid with ERP.Reference Gershkovich, Middleton and Hezel 93 An open pilot trial (noncontrolled) showed that 8 weeks of this integrated model resulted in a significant reduction in OCD symptoms. However, only around half of the patients utilized the app on a weekly basis and often for less than an hour, indicating that many did not find it useful. Finally, a cognitive training app (“GGRO”) was recently developed aiming to address OCD-related cognition/beliefs. App exercises include being presented with positive self-statements like “I take things as they come” and maladaptive ones like “Everything can end in a catastrophe.” Participants either accept these by pulling them toward themselves on the screen (ie, downwards) or reject them by throwing them away from themselves (ie, upwards). Research in (nonclinical) student samples, including a noncontrolled open trial and a randomized trial (crossover design) with a waitlist control groupReference Roncero, Belloch and Doron 94 , Reference Roncero, Belloch and Doron 95 provided preliminary evidence in support of its use (2 or 3 minutes per day for 15 days) for reducing OCD-related beliefs and symptoms. All in all, limited empirical research is available on app-based interventions for OCD. This research is largely based on case reports, controlled student samples, and pilot studies in OCD without control conditions rendering such data preliminary. Nonetheless, early findings are promising, and suggest that more rigorous clinical trials would be valuable (for a summary of smartphone interventions for OCD see Table 1).

Table 1. Summary of Smartphone Interventions for OCD.

Abbreviations: CBT, cognitive behavioral therapy; OCD, obsessive–compulsive disorder.

Smartphone Interventions: “Vicarious Exposure”

We recently conducted research that may inform smartphone treatments for OCD.Reference Jalal and Ramachandran 96 Interestingly, college students with OCD symptoms experienced disgust from simply observing an experimenter contaminating himself (touching a disgust-inducing object). Moreover, once the participants had become contaminated, they reported relief when observing the experimenter engaging in handwashing. We call this method of inducing contamination and relief: “vicarious exposure.” Based on this principle, our group tested two novel smartphone interventions for OCD (we call “contamination fear free”). Individuals with contamination fears either (1) watched a video recording of themselves washing hands, (2) repeatedly touching fake feces, or (3) doing arbitrary hand gestures (control procedure) on a smartphone four times a day, for a week. Notably, the two smartphone interventions but not the control condition were associated with significant improvements in set shifting and symptoms of OCD in this subclinical sample but did not impact mood.Reference Jalal, Brühl and O’Callaghan 84 That cognitive flexibility improved is promising because impaired set shifting is thought to reflect repetitive and stereotyped symptoms of OCD,Reference Menzies, Chamberlain, Laird, Thelen, Sahakian and Bullmore 97 such as compulsive cleansing. (Interestingly, anteromedial subthalamic nucleus DBS in OCD was previously shown to be associated with improved cognitive flexibility.Reference Tyagi, Apergis-Schoute and Akram 72 It is possible, but has yet to be demonstrated, that these treatment-related improvements in cognitive flexibility seen in the vicarious exposure study could stem from modulation of such brain regions.) Finally, we found high levels of adherence to the interventions, stressing their possible value for future evaluation in clinical populations. It would also be valuable to measure the neurobiological underpinnings of the cognitive and symptom improvement observed with the app.

These findings are congruent with research demonstrating that incorporating safety behaviors (ie, neutralizing compulsive behaviors) into treatments do not invariably impede treatment benefits and in fact can be therapeutically useful; for example, by making treatments more acceptable (eg, Levy and RadomskyReference Levy and Radomsky 98). The usefulness of adding safety behavior (such as cleansing acts) to exposure interventions has been shown in nonclinical groups with contamination concernsReference Rachman, Shafran, Radomsky and Zysk 99 (see also van den Hout et alReference van den Hout, Engelhard, Toffolo and van Uijen 100) and OCD patients with contamination fears.Reference Levy and Radomsky 101 All in all, such studies challenge the widespread notion derived from traditional learning models that utilizing safety behaviors is always counterproductive.Reference van den Hout, Engelhard, Toffolo and van Uijen 100 Safety behaviors during treatment might lead to increased control and a more relaxed (less-agitated) state, resulting in increased willingness to confront contaminants and reduction in fear and avoidance behaviorReference Levy and Radomsky 101 , Reference Rachman, Radomsky and Shafran 102 (see also Jalal et alReference Jalal, McNally, Elias and Ramachandran 32).

Smartphone solutions, such as outlined above, may help to overcome barriers of conventional treatment, including intolerability issues and limited accessibility (eg, due to geographical isolation) and sociomedical costs. The transportable nature of the interventions makes them suitable for minimally resourced settings, such as rural environments and low-income countries with restricted access to healthcare (eg, specialized treatments) (on this, see Jalal et alReference Jalal, McNally, Elias, Potluri and Ramachandran 12). They can be tailored for individual patients (“personalized medicine”), allowing for targeted therapies that encourage patients to actively partake in their recovery process. Moreover, these interventions can be applied in many real-life environments where OCD symptoms occur (eg, at work, when dinning at restaurants, and commuting using public transportation). They can be rendered context-specific (potentially adding to ecological validity) which is therapeutically beneficial vis-à-vis extinction, allowing for learning to potentially generalize to real-world settings, where the contamination fear is initially acquired.Reference Butcher, Mineka and Hooley 103 , Reference McNally 104 Indeed, while vicarious exposure bears some resemblance to other indirect approaches, such as virtual reality–based exposure and imaginal exposure the latter are conducted in non-naturalistic environments (eg, the clinic and at home). Extinction may not fully apply to these artificial contexts, given limited stimulus generalization.Reference Butcher, Mineka and Hooley 103 Finally, they are fitting for modern society—with several billion smartphone subscribers globally (as noted, expected to rise massively by 2022Reference Barboutov, Furuskär and Inam).Reference Jalal, Brühl and O’Callaghan 84 , Reference Barboutov, Furuskär and Inam 89

Contamination Fears and Treatment in Light of Global Pandemics (COVID-19)

Global pandemics like COVID-19 may represent a substantial burden to patients with contamination-related OCD. Indeed, while the impact of the current pandemic on OCD is unclear and could take weeks/months to become fully apparent, there is a great risk that it could exacerbate symptoms for some patientsReference Banerjee 105; and lead to relapse in some patients in remission (eg, Kumar and SomaniReference Kumar and Somani 106). In this respect, one preliminary naturalistic study (the first to explore the impact of the COVID pandemic on OCD) examined changes in OCD symptoms as a result of the pandemic (ie, symptoms assessed before the lockdown and 6 weeks after the full quarantine began) in OCD patients.Reference Davide, Andrea, Martina, Andrea, Davide and Mario 107 Notably, the study found an elevation in the severity of obsessions and compulsions after the COVID-19 quarantine started. In particular, having contamination symptoms prequarantine was linked to elevated OCD symptom exacerbation during the quarantine. OCD symptom remission status prequarantine was also linked with greater worsening of OCD symptoms during the quarantine. Taken together, this report suggests that the pandemic may lead to a significant worsening of OCD symptoms, especially in patients with contamination symptoms and those with a remission status before the quarantine began.

There are several mechanisms by which the pandemic may worsen OCD. Virus-related fears (coupled with financial stressors like job insecurity and social isolation) may worsen stress/anxiety and further facilitate inflexible habits,Reference Schwabe and Wolf 108 and effectively compulsive cleansing behaviors.Reference Gillan, Papmeyer and Morein-Zamir 44 Moreover, some OCD patients might be susceptible to a conditioned (contamination) fear-response to COVID, persisting beyond the pandemic. That is, research has demonstrated that OCD patients have difficulties shaking off fear responses when no longer threatening (exhibit impaired safety signalling).Reference Apergis-Schoute, Gillan and Fineberg 109 , Reference Fineberg, Van Ameringen and Drummond 110

Notably, guidelines (eg, by the World Health Organization [WHO] and Center for Disease Control and Prevention [CDC]) and heightened media focus on hygiene aimed at reducing the spread of COVID-19 could feed into pre-existing clinical obsessions about contagionReference Banerjee 105 , Reference Fineberg, Van Ameringen and Drummond 110; especially when fears and doubts are driven by OCD-related health anxiety.Reference Abramowitz, Olatunji and Deacon 111 Curiously, during the pandemic, members of society are encouraged to act—vis-à-vis cleanliness—in a manner that a few months ago would have been considered “OCD-like.”Reference Banerjee 105 Excessive societal focus on contamination and normalization of decontamination rituals (compounded by observing OCD-free family members engaging in elaborate cleansing behaviors) may reinforce and even justify maladaptive cognitions (eg, “germs are everywhere and inherently dangerous”). In turn, this could challenge the validity of common treatments like cognitive therapy that aim to help patients develop adaptive cognitive strategies to overcome such irrational thoughts. There are already reports of patients expressing to therapists that given how everyone behaves in an OCD-like manner, they had been correct “all along” (see Fineberg et alReference Fineberg, Van Ameringen and Drummond 110). Relatedly, as reviewed, a key feature of ERP is that it paves the way for fear disconfirmation. Patients are exposed to “contaminants” to only realize later that this did not materialize into a catastrophic outcome (eg, illness)Reference Gillihan, Williams, Malcoun, Yadin and Foa 112; thus, decoupling stimulus–response links underpinning compulsions. Paradoxically, in the context of COVID-19 people are discouraged from exposing themselves to daily-life situations/objects that could serve as fear disconformity events (stimulus–response degradation). Fittingly, it was recently suggested in order to ameliorate distress (eg, clinical contamination fears) associated with public health messaging that these improve their clarity. To reduce uncertainty and paranoia, they should increase the public’s confidence as to which health behaviors are necessary.Reference Holmes, O'Connor and Perry 113

The COVID crisis highlights the potential usefulness of smartphone interventions for tackling OCD. Indeed, they may provide a much-needed platform for therapy during pandemic situations. Given restrictions on physical proximity, a proportion of mental health treatment is relocated online mostly in the format of telephone or videocalls (eg, Skype, FaceTime, and ZoomReference Fineberg, Van Ameringen and Drummond 110). As reviewed, OCD patients appear to be accepting of such telemedicine which is encouraging,Reference Wootton 48 but it has limitations; for example, in terms of transportability (lack instant/easy access). Critically, pandemics are anticipated to result in an increase in mental health problems (eg, anxiety, depression, and OCD), which puts an unusually high demand on therapists’ time (leading to work stress and burnout), and can be costly for patients and society.Reference Holmes, O'Connor and Perry 113 This problem is further complicated by the fact that in some locations, clinical staff are unavailable to provide psychotherapy as they are urgently recruited to provide clinical aid to COVID-19 victims.Reference Fineberg, Van Ameringen and Drummond 110 Mental health issues are most likely to affect vulnerable populations; for example, lower-income groups with restricted access to healthcare (lack medical insurance, etc.).Reference Holmes, O'Connor and Perry 113 As discussed, smartphone therapies may overcome these challenges, and thus possibly help mitigate the substantial personal and sociomedical costs resulting from pandemics.

Smartphone interventions (eg, indirect exposure procedures) might offer a more tolerable treatment-route than conventional psychological therapies like ERP during pandemics. Given the distress associated with ERP (direct confrontation with contaminants), it may lead to further emotional instability and symptom exacerbation. Notably, a report was recently released by a working-group of international experts, guiding clinicians on how to manage OCD during COVID-19.Reference Fineberg, Van Ameringen and Drummond 110 Indeed, one of their recommendations is that pharmacological intervention be the treatment of choice for contamination-related OCD. It was suggested that clinicians should consider pausing ERP (or adapting it). This was suggested in light of risks linked to ERP, like the confusion that may arise regarding which hygiene behaviors are adaptive vs those that are excessive; leading to difficulties in designing/performing exposure exercises and increasing the patient’s risk of contracting the virus. Instead of targeting contamination concerns head-on, clinicians should focus on behavioral activation and activity scheduling to keep patients preoccupied (eg, away from engaging in compulsive acts); strategies useful for managing symptoms of depression. Therapists in specialist centers may, in some cases, consider less efficacious techniques like imaginal exposure.Reference Fineberg, Van Ameringen and Drummond 110 Although these practical guidelines outlined in the report are sensible and useful given the unusual situation created by COVID-19, they are obviously not ideal in the long-term. Smartphone therapies aimed at targeting contamination fears and compulsive washing—once rigorously tested in randomized control trials (ie, has a clear evidence base)—may offer a more tolerable, cost-effective, and accessible alternative to ERP during times of pandemic. For instance, novel vicarious contamination and relief procedures (introduced above) may potentially provide avenues to conducting indirect exposures (without risking infection) and relieve the urge to engage in excessive washing.

Summary and Future Directions

In this review, in addition to shedding light on symptoms in contamination-related OCD and reviewing current therapies, we discussed new technological approaches in light of global mental health and pandemics (COVID-19). As seen, there is currently an urgent need for novel, effective, and well-tolerated interventions for OCD, which can be adapted to these and other future changes in global circumstances. It is particularly important to design interventions that can target compulsive symptoms in the early stages of the disorder. Stimulus–response associations which may drive compulsions often become crystalized by the time patients typically receive a diagnosis and begin treatment. Notably, similar to other disorders with compulsive features (eg, addiction) OCD becomes harder to treat during later stages (eg, Gillan et alReference Gillan, Robbins, Sahakian, van den Heuvel and van Wingen 85 and do Rosario-Campos et alReference do Rosario-Campos, Leckman and Mercadante 114).

As reviewed, a key limitation of existing psychological therapies for OCD (eg, ERP) includes limited tolerability/engagement for some patients, contributing to drop-outs and treatments being declined. There is thus a pressing need for gentler treatment options that do not require patients to touch highly anxiety-inducing objects (eg, indirect approaches). Tolerable, flexible technologically driven treatments are particularly needed during pandemics like COVID-19.

Future approaches should also address the limited accessibility of conventional treatment; for example, in light of global mental health and pandemics. They should overcome obstacles such as high cost, inconvenience of delivery, and geographical isolation. Smartphone interventions may help overcome limitations of conventional treatment, and potentially, provide a much-needed platform for treating contamination-related OCD during pandemic conditions. Despite these advantages, few smartphone apps are available for OCD; and those that do exist, have limited empirical evaluation thus far. Critically, these apps are based on ERP principles, which as noted do not suit all patients.

In sum, the great gap between symptom onset and treatment prolongs the chronicity of OCD,Reference Skoog and Skoog 115 results in poorer treatment outcomes,Reference Dell’Osso, Buoli, Hollander and Altamura 116 and unnecessary suffering. Thus, to improve the chronicity, course and ultimately the high disease burden of OCD—taking into account global mental health obstacles and pandemics—it is critical to develop tolerable, accessible/transportable and cost-effective therapies. Novel smartphone therapies represent a promising avenue in terms of reducing this onset-to-treatment gap.

Acknowledgment

We thank Dr. Annette Brühl for stimulating discussions.

Financial Support

This research project did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Disclosures

Baland Jalal has no competing interests to declare. Samuel R. Chamberlain consults for Ieso and Promentis; he receives stipends for editorial work at Elsevier in his role as associate editor at NBBR and Comprehensive Psychiatry journals. Samuel R. Chamberlain’s research is funded by a Wellcome Trust Clinical Fellowship (110049/Z/15/Z). Trevor W. Robbins is supported by a Wellcome Trust Senior Investigator award 104631/Z/14/Z. Trevor W. Robbins consults for Cambridge Cognition, Greenfield BioVentures and Cassava Sciences. Barbara J. Sahakian consults for Cambridge Cognition, Greenfield BioVentures and Cassava Sciences. Barbara J. Sahakian’s research is conducted within the NIHR MedTech and in vitro diagnostic Co-operative (MIC) and the NIHR Cambridge Biomedical Research Centre (BRC) Mental Health Theme and Neurodegeneration Theme.

References

Maruff, P, Purcell, R, Pantelis, C. Obsessive-compulsive disorder. In: Harrison, JE, Owen, AM, eds. Cognitive Deficits in Brain Disorders. London, UK: Taylor and Francis group; 2002:249272.Google Scholar
Robins, LN, Helzer, JE, Weissman, MM, et al. Lifetime prevalence of specific psychiatric disorders in three sites. Arc Gen Psychia. 1984;41(10):949958. doi:10.1001/archpsyc.1984.01790210031005.CrossRefGoogle ScholarPubMed
Ruscio, AM, Stein, DJ, WT, Chiu., Kessler, RC. The epidemiology of obsessive-compulsive disorder in the National Comorbidity Survey Replication. Molecul Psychia. 2010;15(1):5363. doi:10.1038/mp.2008.94.CrossRefGoogle ScholarPubMed
Eaton, WW, Martins, SS, Nestadt, G, Bienvenu, OJ, Clarke, D, Alexandre, P. The burden of mental disorders. Epidemiolog Rev. 2008;30(1):114. doi:10.1093/epirev/mxn011.CrossRefGoogle ScholarPubMed
Stein, DJ. Obsessive-compulsive disorder. Lancet. 2002;360(9330):397405. doi:10.1016/S0140-6736(02)09620-4.CrossRefGoogle ScholarPubMed
Fineberg, NA, Haddad, PM, Carpenter, L, et al. The size, burden and cost of disorders of the brain in the UKJ Psychopharmacol. 2013;27(9):761770. doi:10.1177%2F0269881113495118.CrossRefGoogle ScholarPubMed
Sahakian, BJ. What do experts think we should do to achieve brain health. Neurosci Biobehav Rev. 2014;43:240258. doi:10.1016/j.neubiorev.2014.04.002.CrossRefGoogle ScholarPubMed
Collins, PY, Patel, V, Joestl, SS, et al. Grand challenges in global mental health. Nature. 2011;475(7354):2730. doi:10.1038/475027a.CrossRefGoogle ScholarPubMed
Hollander, E, Doernberg, E, Shavitt, R, et al. The cost and impact of compulsivity: a research perspectiveEur Neuropsychopharmacol. 2016;26(5):800809. doi:10.1016/j.euroneuro.2016.02.006.CrossRefGoogle ScholarPubMed
Markarian, Y, Larson, MJ, Aldea, MA, et al. Multiple pathways to functional impairment in obsessive-compulsive disorder. Clinical Psychol Rev. 2010;30(1):7888. doi:10.1016/j.cpr.2009.09.005.CrossRefGoogle ScholarPubMed
Rachman, S. Fear of contamination. Behav Res Ther. 2004;42(11):12271255. doi:10.1016/j.brat.2003.10.009.CrossRefGoogle ScholarPubMed
Jalal, B, McNally, RJ, Elias, J, Potluri, S, Ramachandran, VS. Contaminating rubber hands (“multisensory stimulation therapy”) to treat obsessive-compulsive disorder. Front Human Neurosci. 2020;13:414. doi:10.3389/fnhum.2019.00414.CrossRefGoogle ScholarPubMed
Cyr, NR. Obsessive compulsive disorderAORN J. 2007;86(2):277280. doi:10.1016/j.aorn.2007.07.016.CrossRefGoogle ScholarPubMed
Stein, DJ. Obsessive-compulsive disorder and global mental healthIndian J Psychia. 2019;61:S4S8. doi:10.4103%2Fpsychiatry.IndianJPsychiatry_515_18.CrossRefGoogle ScholarPubMed
Olatunji, BO, Sawchuk, CN, Lohr, JM, de Jong, PJ. Disgust domains in the prediction of contamination fearBehav Res Ther. 2004;42(1):93104. doi:10.1016/S0005-7967(03)00102-5.CrossRefGoogle ScholarPubMed
Sawchuk, CN, Lohr, JM, Tolin, DF, Lee, TC, Kleinknecht, RA. Disgust sensitivity and contamination fears in spider and blood-injection-injury phobias. Behav Res Ther. 2000;38(8):753762. doi:10.1016/S0005-7967(99)00093-5.CrossRefGoogle ScholarPubMed
Olatunji, BO, Sawchuk, CN, Arrindell, WA, Lohr, JM. Disgust sensitivity as a mediator of the sex differences in contamination fears. Personality Individ Diff. 2005;38(3):713722. doi:10.1016/j.paid.2004.05.025.CrossRefGoogle Scholar
Olatunji, BO, Williams, NL, Lohr, JM, Sawchuk, CN. The structure of disgust: domain specificity in relation to contamination ideation and excessive washing. Behav Res Ther. 2005;43(8):10691086. doi:10.1016/j.brat.2004.08.002.CrossRefGoogle ScholarPubMed
Cisler, JM, Olatunji, BO. Components of attentional biases in contamination fear: evidence for difficulty in disengagement. Behav Res Ther. 2010;48(1):7478. doi:10.1016/j.brat.2009.09.003.CrossRefGoogle ScholarPubMed
Charash, M, McKay, D. Attention bias for disgust. J Anx Disord. 2002;16(5):529541. doi:10.1016/S0887-6185(02)00171-8.CrossRefGoogle ScholarPubMed
Husted, DS, Shapira, NA, Goodman, WK. The neurocircuitry of obsessive-compulsive disorder and disgust. Progr Neuro-Psychopharmacol Biol Psychia. 2006;30(3):389399. doi:10.1016/j.pnpbp.2005.11.024.CrossRefGoogle ScholarPubMed
Knowles, KA, Jessup, SC, Olatunji, BO. Disgust in anxiety and obsessive-compulsive disorders: recent findings and future directionsCurrent Psychia Rep. 2018;20(9):68. doi:10.1007/s11920-018-0936-5.CrossRefGoogle ScholarPubMed
Ludvik, D, Boschen, MJ, Neumann, DL. Effective behavioural strategies for reducing disgust in contamination-related OCD: a reviewClinical Psychol Rev. 2015;42:116129. doi:10.1016/j.cpr.2015.07.001.CrossRefGoogle ScholarPubMed
Berlin, HA, Stern, ER, Ng, J, et al. Altered olfactory processing and increased insula activity in patients with obsessive–compulsive disorder: an fMRI study. Psychia Res: Neuroimag. 2017;262(217):1524. doi:10.1016%2Fj.pscychresns.2017.01.012.CrossRefGoogle Scholar
Shapira, NA, Liu, Y, He, AG, et al. Brain activation by disgust-inducing pictures in obsessive-compulsive disorder. Biol Psychia. 2003;54(7):751756. doi:10.1016/S0006-3223(03)00003-9.CrossRefGoogle ScholarPubMed
Stein, DJ, Arya, M, Pietrini, P, Rapoport, JL, Swedo, SE. Neurocircuitry of disgust and anxiety in obsessive-compulsive disorder: a positron emission tomography study. Metabolic Brain Dis. 2006;21(2–3):255265. doi:10.1007/s11011-006-9021-6.CrossRefGoogle ScholarPubMed
Lawrence, NS, An, SK, Mataix-Cols, D, Ruths, F, Speckens, A, Phillips, ML. Neural responses to facial expressions of disgust but not fear are modulated by washing symptoms in OCD. Biol Psychia. 2007;61(9):10721080. doi:10.1016/j.biopsych.2006.06.033.CrossRefGoogle Scholar
Bhikram, T, Abi-Jaoude, E, Sandor, P. OCD: obsessive-compulsive … disgust? The role of disgust in obsessive–compulsive disorder. J Psychia Neurosci. 2017;42(5):300306. doi:10.1503%2Fjpn.160079.CrossRefGoogle ScholarPubMed
Tolin, DF, Worhunsky, P, Maltby, N. Sympathetic magic in contamination-related OCD. J Behav Ther Exp Psychia. 2004;35(2):193205. doi:10.1016/j.jbtep.2004.04.009.CrossRefGoogle ScholarPubMed
Riskind, JH, Abreu, K, Strauss, M, Holt, R. Looming vulnerability to spreading contamination in subclinical OCD. Behav Res Ther. 1997;35(5):405414. doi:10.1016/S0005-7967(96)00113-1.CrossRefGoogle ScholarPubMed
Rozin, P, Millman, L, Nemeroff, C. Operation of the laws of sympathetic magic in disgust and other domains. J Personality Soc Psychol. 1986;50(4):703712. doi:10.1037/0022-3514.50.4.703.CrossRefGoogle Scholar
Jalal, B, McNally, RJ, Elias, J, Ramachandran, VS. “Vicarious exposure”— “spooky action” at a distance in obsessive-compulsive disorder. In review.Google Scholar
McKay, D. Treating disgust reactions in contamination-based obsessive-compulsive disorder. J Behav Ther Exp Psychia. 2006;37(1):5359. doi:10.1016/j.jbtep.2005.09.005.CrossRefGoogle ScholarPubMed
Athey, AJ, Elias, JA, Crosby, JM, et al. Reduced disgust propensity is associated with improvement in contamination/washing symptoms in obsessive–compulsive disorder. J Obsessive–Compulsive Rel Disord. 2015;4:2024. doi:10.1016/j.jocrd.2014.11.001.CrossRefGoogle ScholarPubMed
Lochner, C, Simmons, C, Kidd, M, et al. Differential effects of escitalopram challenge on disgust processing in obsessive-compulsive disorder. Behav Brain Res. 2012;226(1):274280. doi:10.1016/j.bbr.2011.09.029.CrossRefGoogle ScholarPubMed
Fradkin, I, Adams, RA, Parr, T, Roiser, JP, Huppert, JD. Searching for an anchor in an unpredictable world: a computational model of obsessive compulsive disorder. Psychol Rev. 2020;127(5), 672699.10.1037/rev0000188CrossRefGoogle Scholar
Szechtman, H, Woody, E. Obsessive–compulsive disorder as a disturbance of security motivation. Psychol Rev. 2004;111(1):111127. doi:10.1037/0033-295X.111.1.111.CrossRefGoogle ScholarPubMed
Friston, K. The free-energy principle: a unified brain theory? Nature Rev Neurosci. 2010;11(2):127138. doi:10.1038/nrn2787.CrossRefGoogle ScholarPubMed
Knill, DC, Pouget, A. The Bayesian brain: the role of uncertainty in neural coding and computation. Trends Neurosci. 2004;27(12):712719. doi:10.1016/j.tins.2004.10.007.CrossRefGoogle ScholarPubMed
Teufel, C, Fletcher, PC. Forms of prediction in the nervous system. Nature Rev Neurosci. 2020;21:231242. doi:10.1038/s41583-020-0275-5.CrossRefGoogle ScholarPubMed
Abramowitz, JS. The psychological treatment of obsessive–compulsive disorder. Canadian J Psychia. 2006;51(7):407416. doi:10.1177/070674370605100702.CrossRefGoogle ScholarPubMed
Tallis, F. Compulsive washing in the absence of phobic and illness anxiety. Behav Res Ther. 1996;34(4):361362. doi:10.1016/0005-7967(95)00079-8.CrossRefGoogle ScholarPubMed
Gillan, CM, Morein-Zamir, S, Urcelay, GP, et al. Enhanced avoidance habits in obsessive–compulsive disorder. Biol Psychia. 2014;75(8):631638. doi:10.1016/j.biopsych.2013.02.002.CrossRefGoogle ScholarPubMed
Gillan, CM, Papmeyer, M, Morein-Zamir, S, et al. Disruption in the balance between goal-directed behavior and habit learning in obsessive–compulsive disorderAm J Psychia. 2011;168(7):718726. doi:10.1176/appi.ajp.2011.10071062.CrossRefGoogle ScholarPubMed
Fineberg, NA, Apergis-Schoute, AM, Vaghi, MM, et al. Mapping compulsivity in the DSM-5 obsessive compulsive and related disorders: cognitive domains, neural circuitry, and treatment. Int J Neuropsychopharmacol. 2018;21(1):4258. doi:10.1093/ijnp/pyx088.CrossRefGoogle ScholarPubMed
Haverkampf, CJ. Treatment-resistant OCD. J Psychia Psychother Commun. 2014;30(3):9194.Google Scholar
Kohn, R, Saxena, S, Levav, I, Saraceno, B. The treatment gap in mental health care. Bull World Health Org. 2004;82(11):858866.Google ScholarPubMed
Wootton, BM. Remote cognitive-behavior therapy for obsessive–compulsive symptoms: a meta-analysis. Clin Psychol Rev. 2016;43:103113. doi:10.1016/j.cpr.2015.10.001.CrossRefGoogle ScholarPubMed
Hollander, E, Stein, DJ, Kwon, JH, et al. Psychosocial function and economic costs of obsessive–compulsive disorderCNS Spectr. 1997;2(10):1625. doi:10.1017/S1092852900011068.CrossRefGoogle Scholar
National Institute for Health and Care Excellence (2005). Obsessive-compulsive disorder and body dysmorphic disorder: treatment. Accessed 24 October 2020. https://www.nice.org.uk/Guidance/CG31Google Scholar
Knopp, J, Knowles, S, Bee, P, Lovell, K, Bower, P. A systematic review of predictors and moderators of response to psychological therapies in OCD: do we have enough empirical evidence to target treatment? Clin Psychol Rev. 2013;33(8):10671081. doi:10.1016/j.cpr.2013.08.008.CrossRefGoogle ScholarPubMed
Abramowitz, JS, Taylor, S, McKay, D. Obsessive–compulsive disorder. Lancet. 2009;374(9688):491499. doi:10.1016/S0140-6736(09)60240-3.CrossRefGoogle ScholarPubMed
Grant, JE. Obsessive–compulsive disorderNew Engl J Med. 2014;371(7):646653. doi:10.1056/NEJMcp1402176.CrossRefGoogle ScholarPubMed
Abramowitz, JS, Franklin, ME, Foa, EB. Empirical status of cognitive-behavioral therapy for obsessive–compulsive disorder: a meta-analytic review. Romanian J Cogn Behav Psychother. 2002;2(2):89104.Google Scholar
Rosa-Alcázar, AI, Sánchez-Meca, J, Gómez-Conesa, A, Marín-Martínez, F. Psychological treatment of obsessive–compulsive disorder: a meta-analysisClin Psychol Rev. 2008;28(8):13101325. doi:10.1016/j.cpr.2008.07.001.CrossRefGoogle ScholarPubMed
Kozak, MJ. Evaluating treatment efficacy for obsessive–compulsive disorder: caveat practitioner. Cognitive Behav Pract. 1999;4(6):422426. doi:10.1016/S1077-7229(99)80061-3.CrossRefGoogle Scholar
Fisher, PL, Wells, A. How effective are cognitive and behavioral treatments for obsessive–compulsive disorder? A clinical significance analysis. Behav Res Ther. 2005;43(12):15431558. doi:10.1016/j.brat.2004.11.007.CrossRefGoogle ScholarPubMed
Schruers, K, Koning, K, Luermans, J, Haack, MJ, Griez, E. Obsessive–compulsive disorder: a critical review of therapeutic perspectivesActa Psychiatr Scand. 2005;111(4):261271. doi:10.1111/j.1600-0447.2004.00502.x.CrossRefGoogle ScholarPubMed
Maltby, N, Tolin, DF. A brief motivational intervention for treatment‐refusing OCD patientsCogn Behav Ther. 2005;34(3):176184. doi:10.1080/16506070510043741.CrossRefGoogle ScholarPubMed
Benito, KG, Conelea, C, Garcia, AM, Freeman, JB. CBT specific process in exposure-based treatments: initial examination in a pediatric OCD sampleJ Obsessive Compulsive Related Disord. 2012:1(2):7784. doi:10.1016/j.jocrd.2012.01.001.CrossRefGoogle Scholar
Norton, PJ, Hayes-Skelton, SA, Klenck, SC. What happens in session does not stay in session: changes within exposures predict subsequent improvement and dropoutJ Anxiety Disord. 2011;25(5):654660. doi:10.1016%2Fj.janxdis.2011.02.006.CrossRefGoogle Scholar
O’Neill, J, Feusner, JD. Cognitive-behavioral therapy for obsessive-compulsive disorder: access to treatment, prediction of long-term outcome with neuroimagingPsychol Res Behav Manag. 2015;8:211223. doi:10.2147%2FPRBM.S75106.CrossRefGoogle ScholarPubMed
van der Heiden, C, van Rossen, K, Dekker, A, Damstra, M, Deen, M. Metacognitive therapy for obsessive-compulsive disorder: a pilot studyJ Obsessive-Compulsive Rel Disord. 2016;9:2429. doi:10.1016/j.jocrd.2016.02.002.CrossRefGoogle Scholar
Stobie, B, Taylor, T, Quigley, A, Ewing, S, Salkovskis, PM. “Contents may vary”: a pilot study of treatment histories of OCD patientsBehav Cogn Psychother. 2007;35(3):273282. doi:10.1017/S135246580700358X.CrossRefGoogle Scholar
Boisseau, CL, Schwartzman, CM, Lawton, J, Mancebo, MC. App-guided exposure and response prevention for obsessive compulsive disorder: an open pilot trialCogn Behav Ther. 2017;46(6):447458. doi:10.1080/16506073.2017.1321683.CrossRefGoogle Scholar
Harris, P, Drummond, L, Fineberg, N. Obsessive–compulsive disorder: current management options. Prescriber. 2019;30(10):1421.10.1002/psb.1793CrossRefGoogle Scholar
Skapinakis, P, Caldwell, DM, Hollingworth, W, et al. Pharmacological and psychotherapeutic interventions for management of obsessive–compulsive disorder in adults: a systematic review and network meta-analysis. Lancet Psychia. 2016;3(8):730739. doi:10.1016/S2215-0366(16)30069-4.CrossRefGoogle ScholarPubMed
Fineberg, NA, Reghunandanan, S, Simpson, HB, et al. Obsessive–compulsive disorder (OCD): practical strategies for pharmacological and somatic treatment in adults. Psychiatry Res. 2015;227(1):114125. doi:10.1016/j.psychres.2014.12.003.CrossRefGoogle ScholarPubMed
Veale, D, Miles, S, Smallcombe, N, Ghezai, H, Goldacre, B, Hodsoll, J. Atypical antipsychotic augmentation in SSRI treatment refractory obsessive-compulsive disorder: a systematic review and meta-analysis. BMC Psychia. 2014;14:317.10.1186/s12888-014-0317-5CrossRefGoogle ScholarPubMed
Fineberg, NA, Stein, DJ, Premkumar, P, et al. Adjunctive quetiapine for serotonin reuptake inhibitor-resistant obsessive–compulsive disorder: a meta-analysis of randomized controlled treatment trials. Int Clin Psychopharmacol. 2006;21(6):337343. doi:10.1097/01.yic.0000215083.57801.11.CrossRefGoogle ScholarPubMed
Alonso, P, Cuadras, D, Gabriëls, L, et al. Deep brain stimulation for obsessive–compulsive disorder: a meta-analysis of treatment outcome and predictors of responsePloS One. 2015;10(7):e0133591. doi:10.1371/journal.pone.0133591.CrossRefGoogle ScholarPubMed
Tyagi, H, Apergis-Schoute, AM, Akram, H, et al. A randomized trial directly comparing ventral capsule and anteromedial subthalamic nucleus stimulation in obsessive–compulsive disorder: clinical and imaging evidence for dissociable effects. Biol Psychia. 2019;85(9):726734. doi:10.1016/j.biopsych.2019.01.017.CrossRefGoogle ScholarPubMed
Dougherty, DD, Rauch, SL, Jenike, MA. Pharmacotherapy for obsessive–compulsive disorder. J Clin Psychol. 2004;60(11):11951202. doi:10.1002/jclp.20083.CrossRefGoogle ScholarPubMed
Fineberg, NA, Brown, A. Pharmacotherapy for obsessive–compulsive disorder. Adv Psychiatric Treat. 2011;17(6):419434. doi:10.1192/apt.bp.109.007237.CrossRefGoogle Scholar
Foa, EB, Liebowitz, MR, Kozak, MJ, et al. Randomized, placebo-controlled trial of exposure and ritual prevention, clomipramine, and their combination in the treatment of obsessive-compulsive disorderAm J Psychia. 2005;162(1):151161. doi:10.1176/appi.ajp.162.1.151.CrossRefGoogle ScholarPubMed
Fama, J, Wilhelm, S. Formal cognitive therapy: a new treatment for OCD. In: Abramowitz, JS, Houts, AC, eds. Concepts and Controversies in Obsessive–Compulsive Disorder. New York, NY: Springer; 2005:263281.10.1007/0-387-23370-9_14CrossRefGoogle Scholar
Abramowitz, JS, Taylor, S, McKay, D. Potentials and limitations of cognitive treatments for obsessive–compulsive disorder. Cogn Behav Ther. 2005;34(3):140147. doi:10.1080/16506070510041202.CrossRefGoogle ScholarPubMed
Eddy, KT, Dutra, L, Bradley, R, Westen, DA. multidimensional meta-analysis of psychotherapy and pharmacotherapy for obsessive-compulsive disorder. Clin Psychol Rev. 2004;24(8):10111030. doi:10.1016/j.cpr.2004.08.004.CrossRefGoogle ScholarPubMed
Abramowitz, JS, Blakey, SM, Reuman, L, Buchholz, JL. New directions in the cognitive-behavioral treatment of OCD: theory, research, and practice. Behav Ther. 2018;49(3):311322. doi:10.1016/j.beth.2017.09.002.CrossRefGoogle ScholarPubMed
Vogel, PA, Solem, S, Hagen, K, et al. A pilot randomized controlled trial of videoconference-assisted treatment for obsessive–compulsive disorderBehav Res Ther. 2014;63:162168. doi:10.1016/j.brat.2014.10.007.CrossRefGoogle ScholarPubMed
Lovell, K, Cox, D, Haddock, G, et al. Telephone administered cognitive behaviour therapy for treatment of obsessive compulsive disorder: randomised controlled non-inferiority trial. British Med J. 2006;333(7574):883. doi:10.1136/bmj.38940.355602.80.CrossRefGoogle ScholarPubMed
Andersson, E, Enander, J, Andrén, P, et al. Internet-based cognitive behaviour therapy for obsessive–compulsive disorder: a randomized controlled trialPsychol Med. 2012;42(10):21932203. doi:10.1017/S0033291712000244.CrossRefGoogle ScholarPubMed
Insel, TR, Voon, V, Nye, JS, et al. Innovative solutions to novel drug development in mental health. Neurosci Biobehav Rev. 2013;37(10):24382444. doi:10.1016/j.neubiorev.2013.03.022.CrossRefGoogle ScholarPubMed
Jalal, B, Brühl, A, O’Callaghan, C, et al. Novel smartphone interventions improve cognitive flexibility and obsessive–compulsive disorder symptoms in individuals with contamination fears. Sci Rep. 2018;8(1):14923. doi:10.1038/s41598-018-33142-2.CrossRefGoogle ScholarPubMed
Gillan, CM, Robbins, TW, Sahakian, BJ, van den Heuvel, OA, van Wingen, G. The role of habit in compulsivity. Eur Neuropsychopharmacol. 2016;26(5):828840. doi:10.1016/j.euroneuro.2015.12.033.CrossRefGoogle ScholarPubMed
Luxton, DD, McCann, RA, Bush, NE, Mishkind, MC, Reger, GM. mHealth for mental health: integrating smartphone technology in behavioral healthcare. Professional Psychol: Res Pract. 2011;42(6):505512. doi:10.1037/a0024485.CrossRefGoogle Scholar
Perna, G, Grassi, M, Caldirola, D, Nemeroff, CB. The revolution of personalized psychiatry: will technology make it happen sooner? Psychol Med. 2018;48(5):705713. doi:10.1017/S0033291717002859.CrossRefGoogle ScholarPubMed
Pew Research Center. (2018). Mobile fact sheet. http://www.pewinternet.org/fact-sheet/mobile/. Accessed January 4, 2019.Google Scholar
Barboutov, K, Furuskär, A, Inam, R, et al. Ericsson mobility report. Stockholm, Sweden, Tech. Rep. 2017. https://www.ericsson.com/assets/local/mobility-report/documents/2017/ericsson-mobility-report-june-2017-rina.pdfGoogle Scholar
Van Ameringen, M, Turna, J, Khalesi, Z, Pullia, K, Patterson, B. There is an app for that! The current state of mobile applications (apps) for DSM‐5 obsessive–compulsive disorder, posttraumatic stress disorder, anxiety and mood disordersDepress Anx. 2017;34(6):526539. doi:10.1002/da.22657.CrossRefGoogle ScholarPubMed
Whiteside, SP, Ale, CM, Vickers Douglas, K, Tiede, MS, Dammann, JE. Case examples of enhancing pediatric OCD treatment with a smartphone application. Clin Case Stud. 2014;13(1):8094. doi:10.1177/1534650113504822.CrossRefGoogle Scholar
Whiteside, SP, Biggs, BK, Tiede, MS, et al. An online- and mobile-based application to facilitate exposure for childhood anxiety disorders. Cogn Behav Pract. 2019;26(3):478491. doi:10.1016/j.cbpra.2019.01.002.CrossRefGoogle ScholarPubMed
Gershkovich, M, Middleton, R, Hezel, DM, et al. Integrating exposure and response prevention with a mobile app to treat obsessive–compulsive disorder: feasibility, acceptability, and preliminary effectsBehav Ther. 2020. https://doi.org/10.1016/j.beth.2020.05.001Google ScholarPubMed
Roncero, M, Belloch, A, Doron, G. A novel approach to challenging OCD related beliefs using a mobile-app: an exploratory studyJ Behav Ther Exp Psychia. 2018;59:157160. doi:10.1016/j.jbtep.2018.01.008.CrossRefGoogle ScholarPubMed
Roncero, M, Belloch, A, Doron, G. Can brief, daily training using a Mobile app help change maladaptive beliefs? Crossover randomized controlled trialJMIR mHealth uHealth. 2019;7(2):e11443. doi:10.2196/11443.CrossRefGoogle ScholarPubMed
Jalal, B, Ramachandran, VS. “I feel your disgust and relief”: can the action understanding system (mirror neuron system) be recruited to induce disgust and relief from contamination vicariously, in individuals with obsessive-compulsive disorder symptoms? Neurocase. 2017;23(1):3135. doi:10.1080/13554794.2017.1279638.CrossRefGoogle ScholarPubMed
Menzies, L, Chamberlain, SR, Laird, AR, Thelen, SM, Sahakian, BJ, Bullmore, ET. Integrating evidence from neuroimaging and neuropsychological studies of obsessive–compulsive disorder: the orbitofronto-striatal model revisitedNeurosci Biobehav Rev. 2008;32(3):525549. doi:10.1016/j.neubiorev.2007.09.005.CrossRefGoogle ScholarPubMed
Levy, HC, Radomsky, AS. Safety behaviour enhances the acceptability of exposureCogn Behav Ther. 2014;43(1):8392. doi:10.1080/16506073.2013.819376.CrossRefGoogle ScholarPubMed
Rachman, S, Shafran, R, Radomsky, AS, Zysk, E. Reducing contamination by exposure plus safety behaviourJ Behav Ther Exp Psychia. 2011;42(3):397404. doi:10.1016/j.jbtep.2011.02.010.CrossRefGoogle ScholarPubMed
van den Hout, MA, Engelhard, IM, Toffolo, MBJ, van Uijen, SL. Exposure plus response prevention versus exposure plus safety behaviours in reducing feelings of contamination, fear, danger and disgust. An extended replication of Rachman, Shafran, Radomsky & Zysk (2011). J Behav Ther Exp Psychia. 2011;42(3):364370. doi:10.1016/j.jbtep.2011.02.009.CrossRefGoogle ScholarPubMed
Levy, HC, Radomsky, AS. Are all safety behaviours created equal? A comparison of novel and routinely used safety behaviours in obsessive-compulsive disorderCogn Behav Ther. 2016;45(5):367379. doi:10.1080/16506073.2016.1184712.CrossRefGoogle ScholarPubMed
Rachman, S, Radomsky, AS, Shafran, R. Safety behaviour: a reconsideration. Behav Res Ther. 2008;46(2):163173. doi:10.1016/j.brat.2007.11.008.CrossRefGoogle ScholarPubMed
Butcher, JN, Mineka, S, Hooley, JM. Abnormal psychology: Core concepts. Boston, MA: Pearson/Allyn and Bacon; 2008.Google Scholar
McNally, RJ. Mechanisms of exposure therapy: how neuroscience can improve psychological treatments for anxiety disordersClin Psychol Rev. 2007;27(6):750759. doi:10.1016/j.cpr.2007.01.003.CrossRefGoogle ScholarPubMed
Banerjee, D. The other side of COVID-19: impact on obsessive compulsive disorder (OCD) and hoarding. Psychia Res. 2020;288:112966. doi:10.1016%2Fj.psychres.2020.112966.CrossRefGoogle ScholarPubMed
Kumar, A, Somani, A. Dealing with Corona virus anxiety and OCDAsian J Psychia. 2020;51:102053. doi:10.1016/j.ajp.2020.102053.CrossRefGoogle ScholarPubMed
Davide, P, Andrea, P, Martina, O, Andrea, E, Davide, D, Mario, A. The impact of the COVID-19 pandemic on patients with OCD: effects of contamination symptoms and remission state before the quarantine in a preliminary naturalistic studyPsychia Res. 2020;291:113213. doi:10.1016/j.psychres.2020.113213.CrossRefGoogle Scholar
Schwabe, L, Wolf, OT. Stress-induced modulation of instrumental behavior: from goal-directed to habitual control of action. Behav Brain Res. 2011;219(2):321328. doi:10.1016/j.bbr.2010.12.038.CrossRefGoogle ScholarPubMed
Apergis-Schoute, AM, Gillan, CM, Fineberg, NA, et al. Neural basis of impaired safety signaling in obsessive compulsive disorderProc Nat Acad Sci. 2017;114(12):32163221. doi:10.1073/pnas.1609194114; 10.1016/j.pnpbp.2006.06.008.CrossRefGoogle ScholarPubMed
Fineberg, NA, Van Ameringen, M, Drummond, L, et al. How to manage obsessive-compulsive disorder (OCD) under COVID-19: a clinician's guide from the International College of Obsessive Compulsive Spectrum Disorders (ICOCS) and the Obsessive-Compulsive Research Network (OCRN) of the European College of Neuropsychopharmacology. Comprehen Psychiatry. 2020;100:152174.10.1016/j.comppsych.2020.152174CrossRefGoogle Scholar
Abramowitz, JS, Olatunji, BO, Deacon, BJ. Health anxiety, hypochondriasis, and the anxiety disordersBehav Ther. 2007;38(1):8694. doi:10.1016/j.beth.2006.05.001.CrossRefGoogle ScholarPubMed
Gillihan, SJ, Williams, MT, Malcoun, E, Yadin, E, Foa, EB. Common pitfalls in exposure and response prevention (EX/RP) for OCDJ Obsessive-Compulsive Related Disord. 2012;1(4):251257. doi:10.1016/j.jocrd.2012.05.002.CrossRefGoogle ScholarPubMed
Holmes, EA, O'Connor, RC, Perry, VH, et al. Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science. Lancet Psychia. 2020;7(6):547560.10.1016/S2215-0366(20)30168-1CrossRefGoogle Scholar
do Rosario-Campos, MC, Leckman, JF, Mercadante, MT, et al. Adults with early-onset obsessive-compulsive disorderAm J Psychia. 2001;158(11):18991903. doi:10.1176/appi.ajp.158.11.1899.CrossRefGoogle Scholar
Skoog, G, Skoog, I. A 40-year follow-up of patients with obsessive–compulsive disorder. Arch Gen Psychia. 1999;56(2):121127. doi:10.1001/archpsyc.56.2.121.CrossRefGoogle ScholarPubMed
Dell’Osso, B, Buoli, M, Hollander, E, Altamura, AC. Duration of untreated illness as a predictor of treatment response and remission in obsessive-compulsive disorderWorld J Biological Psychia. 2010;11(1):5965. doi:10.3109/15622970903418544.CrossRefGoogle ScholarPubMed
Figure 0

Table 1. Summary of Smartphone Interventions for OCD.