• This record comes from PubMed

Identifying subtypes of trichotillomania (hair pulling disorder) and excoriation (skin picking) disorder using mixture modeling in a multicenter sample

. 2021 May ; 137 () : 603-612. [epub] 20201104

Language English Country Great Britain, England Media print-electronic

Document type Journal Article, Multicenter Study, Research Support, N.I.H., Extramural, Research Support, Non-U.S. Gov't

Grant support
110049 Wellcome Trust - United Kingdom
110049/Z/15/Z Wellcome Trust - United Kingdom
UL1 TR000430 NCATS NIH HHS - United States

Body-focused repetitive behavior disorders (BFRBs) include Trichotillomania (TTM; Hair pulling disorder) and Excoriation (Skin Picking) Disorder (SPD). These conditions are prevalent, highly heterogeneous, under-researched, and under-treated. In order for progress to be made in optimally classifying and treating these conditions, it is necessary to identify meaningful subtypes. 279 adults (100 with TTM, 81 with SPD, 40 with both TTM and SPD, and 58 controls) were recruited for an international, multi-center between-group comparison using mixture modeling, with stringent correction for multiple comparisons. The main outcome measure was to examine distinct subtypes (aka latent classes) across all study participants using item-level data from gold-standard instruments assessing detailed clinical measures. Mixture models identified 3 subtypes of TTM (entropy 0.98) and 2 subtypes of SPD (entropy 0.99) independent of the control group. Significant differences between these classes were identified on measures of disability, automatic and focused symptoms, perfectionism, trait impulsiveness, and inattention and hyperactivity. These data indicate the existence of three separate subtypes of TTM, and two separate subtypes of SPD, which are distinct from controls. The identified clinical differences between these latent classes may be useful to tailor future treatments by focusing on particular traits. Future work should examine whether these latent subtypes relate to treatment outcomes, or particular psychobiological findings using neuroimaging techniques.

See more in PubMed

Akaike H. A new look at the statistical model identification. IEEE Trans. Automat. Contr. 1974;19:716–723.

Angold A., Costello E.J., Messer S.C., Pickles A., Winder F., Silver D. The development of a short questionnaire of use in epidemiological studies of depression in children and adolescents. Int. J. Methods Psychiatr. Res. 1995;5:237–249.

Aron A.R., Durston S., Eagle D.M., Logan G.D., Stinear C.M., Stuphorn V. Converging evidence for a fronto-basal-ganglia network for inhibitory control of action and cognition. J. Neurosci. 2007;27(44):11860–11864. doi: 10.1523/JNEUROSCI.3644-07.2007. PubMed DOI PMC

Asparouhov T., Muthén B. Auxiliary variables in mixture modeling: three-step approaches using Mplus. Struct. Equ. Model.: A Multidisciplinary Journal. 2014;21(3):329–341. doi: 10.1080/10705511.2014.915181. DOI

Brown C. Psychological Corporation; San Antonio: 2002. Adult/Adolescent Sensory Profile: User's Manual. Dunn W.

Chamberlain S.R., Odlaug B.L., Boulougouris V., Fineberg N.A., Grant J.E. Trichotillomania: neurobiology and treatment. Neurosci. Biobehav. Rev. 2009;33(6):831–842. doi: 10.1016/j.neubiorev.2009.02.002. PubMed DOI

Chamberlain S.R., Harries M., Redden S.A., Keuthen N.J., Stein D.J., Lochner C. Cortical thickness abnormalities in trichotillomania: international multi-site analysis. Brain Imaging Behav. 2018;12(3):823–828. doi: 10.1007/s11682-017-9746-3. PubMed DOI PMC

Collins F.S., Varmus H. A new initiative on precision medicine. N. Engl. J. Med. 2015;372(9):793–795. doi: 10.1056/NEJMp1500523. 2015. PubMed DOI PMC

Eisenberg I.W., Bissett P.G., Enkavi A.Z., Li J., MacKinnon D.P., Marsch L.A. Uncovering the structure of self-regulation through data-driven ontology discovery. Nat. Commun. 2019;10(1):2319. doi: 10.1038/s41467-019. PubMed DOI PMC

Falkenstein M.J., Mouton-Odum S., Mansueto C.S., Golomb R.G., Haaga D.A. Comprehensive behavioral treatment of trichotillomania: a treatment development study. Behav. Modif. 2016;40(3):414–438. doi: 10.1177/0145445515616369. PubMed DOI

Flessner C.A., Knopik V.S., McGeary J. Hair pulling disorder (trichotillomania): genes, neurobiology, and a model for understanding impulsivity and compulsivity. Psychiatr. Res. 2012;199(3):151–158. doi: 10.1016/j.psychres.2012.03.039. 2012. PubMed DOI

Flessner C.A., Woods D.W., Franklin M.E., Keuthen N.J., Piacentini J. Trichotillomania learning center-scientific advisory board TLC-SAB. Behav. Res. Ther. 2013;46:1055–1061. doi: 10.1016/j.brat.2008.06.006. Styles of Pulling in Youths with Trichotillomania: Exploring Differences in Symptom Severity, Phenomenology, and Comorbid Psychiatric Symptoms. 9. PubMed DOI

Francazio S.K., Flessner C.A. Cognitive flexibility differentiates young adults exhibiting obsessive-compulsive behaviors from controls. Psychiatr. Res. 2015;228(2):185–190. doi: 10.1016/j.psychres.2015.04.038. PubMed DOI

Franklin M.E., Zagrabbe K., Benavides K.L. Trichotillomania and its treatment: a review and recommendations. Expert Rev. Neurother. 2011;11(8):1165–1174. doi: 10.1586/ern.11.93. PubMed DOI PMC

Frost R.O., Marten P., Lahart C., Rosenblate R. The dimensions of perfectionism. Cognit. Ther. Res. 1990;14:449–468.

Gross J.J., John O.P. Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being. J. Pers. Soc. Psychol. 2003;85(2):348–362. doi: 10.1037/0022-3514.85.2.348. PubMed DOI

Hansen M., Ross J., Armour C. Evidence of the dissociative PTSD subtype: a systematic literature review of latent class and profile analytic studies of PTSD. J. Affect. Disord. 2017;213:59–69. doi: 10.1016/j.jad.2017.02.004. 2017. PubMed DOI

Harris P.A., Taylor R., Thielke R., Payne J., Gonzalez N., Conde J.G. Research electronic data capture (REDCap) – a metadata-driven methodology and workflow process for providing translational research informatics support. J. Biomed. Inf. 2009;42(2):377–381. doi: 10.1016/j.jbi.2008.08.010. PubMed DOI PMC

Isobe M., Redden S.A., Keuthen N.J., Stein D.J., Lochner C., Grant J.E. Striatal abnormalities in trichotillomania: a multi-site MRI analysis. Neuroimage Clin. 2018;17:893‐898. doi: 10.1016/j.nicl.2017.12.031. PubMed DOI PMC

Kessler R.C., Adler L., Ames M., Demler O., Faraone S., Hiripi E. The World Health Organization adult ADHD self-report scale (ASRS): a short screening scale for use in the general population. Psychol. Med. 2005;2:245–256. doi: 10.1017/s0033291704002892. PubMed DOI

Keuthen N.J., O'Sullivan R.L., Ricciardi J.N., Shera D., Savage C.R., Borgmann A.S. The Massachusetts general hospital (MGH) hairpulling scale: 1. Development and factor analyses. Psychother. Psychosom. 2005;64(3–4):141–145. doi: 10.1159/000289003. PubMed DOI

Keuthen N.J., Tung E.S., Woods D.W., Franklin M.E., Altenburger E.M., Pauls D.L. Replication study of the Milwaukee inventory for subtypes of trichotillomania-adult version in a clinically-characterized sample. Behav. Modif. 2015;39(4):580–599. PubMed PMC

Lee M.T., Mpavaenda D.N., Fineberg N.A. Habit reversal therapy in obsessive compulsive related disorders: a systematic review of the evidence and consort evaluation of randomized controlled trials. Front. Behav. Neurosci. 2019;13:79. doi: 10.3389/fnbeh.2019.00079.eCollection.2019. 2019. PubMed DOI PMC

Lochner C., Keuthen N.J., Curley E.E., Tung E.S., Redden S.A., Ricketts E.J. Comorbidity in trichotillomania (hair-pulling disorder): a cluster analytical approach. Brain Behav. 2019;9(12) doi: 10.1002/brb3.1456. PubMed DOI PMC

Monzani B., Rijsdijk F., Harris J., Mataix-Cols D. The structure of genetic and environmental risk factors for dimensional representations of DSM-5 obsessive-compulsive spectrum disorders. JAMA Psychiatry. 2014;71(2):182‐189. doi: 10.1001/jamapsychiatry.2013.3524. PubMed DOI

Muthén L., Muthén B. 2016. Mplus User's Guide, Los Angeles, CA, USA.

Owen A.M., Roberts A.C., Polkey C.E., Sahakian B.J., Robbins T.W. Extra-dimensional versus intra-dimensional set shifting performance following frontal lobe excisions, temporal lobe excisions or amygdalo-hippocampectomy in man. Neuropsychologia. 1991;29(10):993–1006. doi: 10.1016/0028-3932(91)90063-e. PubMed DOI

Patton J.H., Stanford M.S., Barratt E.S. Factor structure of the Barratt impulsiveness scale. J. Clin. Psychol. 1995;51(6):768–774. doi: 10.1002/1097-4679(199511)51:6<768::aid-jclp2270510607>3.0.co;2-1. PubMed DOI

R Core Team . R Foundation for Statistical Computing; Vienna, Austria: 2002. R A Language and Environment for Statistical Computing.https://www.R-project.org/

Ricketts E.J., Snorrason I., Kircanski K., Snorrason I., Kircanski K., Alexander J.R., Stiede J.T., Thamrin H., Flessner C.A., Franklin M.E., Keuthen N.J., Walther M.R., Piacentini J., Stein D.J., Woods D.W. A latent profile analysis of age of onset in trichotillomania. Ann. Clin. Psychiatr. 2019;31(3):169–178. PubMed PMC

Rothbart R., Amos T., Siegfried N., Ipser J.C., Fineberg N., Chamberlain S.R. Vol. 11. Cochrane Database Syst Rev.; 2013. Pharmacotherapy for trichotillomania; p. CD007662. PubMed DOI

Sani G., Gualtieri I., Paolini M., Bonanni L., Spinazzola E., Maggiora M. Drug treatment of trichotillomania (Hair-Pulling disorder), excoriation (Skin-picking) disorder, and nail-biting (onychophagia) Curr. Neuropharmacol. 2019;17(8):775–786. doi: 10.2174/1570159X17666190320164223. PubMed DOI PMC

Schwarz G. Estimating the dimension of a model. Ann. Stat. 1978;6:461–464.

Sheehan D.V., Harnett-Sheehan K.H., Raj B.A. The measurement of disability. Int. Clin. Psychopharmacol. 1996;11(Suppl 3):89–95. doi: 10.1097/00004850-199606003-00015. PubMed DOI

Sheehan D.V., Lecrubier Y., Sheehan K.H. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J. Clin. Psychiatr. 1998;59(Suppl 20):22–57. PubMed

Simons J.S., Gaher R.M. The distress tolerance scale: development and validation of a self-report measure. Motiv. Emot. 2005;29(2):83–102. doi: 10.1007/s11031-005-7955-3. DOI

Snorrason Í., Smári J., Ólafsson R.P. Motor inhibition, reflection impulsivity, and trait impulsivity in pathological skin picking. Behav. Ther. 2011;42(3):521–532. doi: 10.1016/j.beth.2010.12.002. PubMed DOI

Snorrason I., Olafsson R.P., Flessner C.A., Keuthen N.J., Franklin F.E., Woods D.W. The skin picking scale-revised: factor structure and psychometric properties. J Obsess Comp Rel Dis. 2012;1:133–137. doi: 10.1016/j.jocrd.2012.03.001. DOI

Tucker B.T., Woods D.W., Flessner C.A., Franklin S.A., Franklin M.E. The Skin Picking Impact Project: phenomenology, interference, and treatment utilization of pathological skin picking in a population-based sample. J. Anxiety Disord. 2011;25(1):88–95. doi: 10.1016/j.janxdis.2010.08.007. PubMed DOI

Wade T.D., Crosby R.D., Martin N.G. Use of latent profile analysis to identify eating disorder phenotypes in an adult Australian twin cohort. Arch. Gen. Psychiatr. 2006;63(12):1377–1384. doi: 10.1001/archpsyc.63.12.1377. 2006. PubMed DOI

Walther M.R., Flessner C.A., Conelea C.A., Woods D.W. The milwaukee inventory for the dimensions of adult skin picking (MIDAS): initial development and psychometric properties. J. Behav. Ther. Exp. Psychiatr. 2009;40(1):127–135. doi: 10.1016/j.jbtep.2008.07.002. PubMed DOI

Walther M.R., Snorrason I., Flessner C.A., Franklin M.E., Burkel R., Woods D.W. The trichotillomania impact project in young children (TIP-YC): clinical characteristics, comorbidity, functional impairment and treatment utilization. Child Psychiatr. Hum. Dev. 2014;45(1):24–31. doi: 10.1007/s10578-013-0373-y. PubMed DOI

Woods D.W., Houghton D.C. Evidence-based psychosocial treatments for pediatric body-focused repetitive behavior disorders. J. Clin. Child Adolesc. Psychol. 2016;45(3):227–240. doi: 10.1080/15374416.2015.1055860. PubMed DOI

Find record

Citation metrics

Loading data ...

Archiving options

Loading data ...