Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Early-life trauma endophenotypes and brain circuit–gene expression relationships in functional neurological (conversion) disorder

Abstract

Functional neurological (conversion) disorder (FND) is a neuropsychiatric condition whereby individuals present with sensorimotor symptoms incompatible with other neurological disorders. Early-life maltreatment (ELM) is a risk factor for developing FND, yet few studies have investigated brain network–trauma relationships in this population. In this neuroimaging–gene expression study, we used two graph theory approaches to elucidate ELM subtype effects on resting-state functional connectivity architecture in 30 patients with motor FND. Twenty-one individuals with comparable depression, anxiety, and ELM scores were used as psychiatric controls. Thereafter, we compared trauma endophenotypes in FND with regional differences in transcriptional gene expression as measured by the Allen Human Brain Atlas (AHBA). In FND patients only, we found that early-life physical abuse severity, and to a lesser extent physical neglect, correlated with corticolimbic weighted-degree functional connectivity. Connectivity profiles influenced by physical abuse occurred in limbic (amygdalar–hippocampal), paralimbic (cingulo-insular and ventromedial prefrontal), and cognitive control (ventrolateral prefrontal) areas, as well as in sensorimotor and visual cortices. These findings held adjusting for individual differences in depression/anxiety, PTSD, and motor phenotypes. In FND, physical abuse also correlated with amygdala and insula coupling to motor cortices. In exploratory analyses, physical abuse correlated connectivity maps overlapped with the AHBA spatial expression of three gene clusters: (i) neuronal morphogenesis and synaptic transmission genes in limbic/paralimbic areas; (ii) locomotory behavior and neuronal generation genes in left-lateralized structures; and (iii) nervous system development and cell motility genes in right-lateralized structures. These circuit-specific architectural profiles related to individual differences in childhood physical abuse burden advance our understanding of the pathophysiology of FND.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Physical abuse and physical neglect burden influence the corticolimbic architecture in patients with functional neurological disorder (FND).
Fig. 2: The magnitude of early-life physical abuse correlates with amygdala—precentral gyrus and insula—precentral gyrus functional connectivity strength in patients with functional neurological disorder.
Fig. 3: Clustering of gene expression profiles associated with physical abuse correlated weighted-degree functional connectivity maps in patients with functional neurological disorder.
Fig. 4: Spatial similarity between physical abuse correlated weighted-degree functional connectivity maps in patients with functional neurological disorder (FND) and regional brain-derived neurotrophic factor (BDNF) expression.

Similar content being viewed by others

References

  1. Espay AJ, Aybek S, Carson A, Edwards MJ, Goldstein LH, Hallett M, et al. Current concepts in diagnosis and treatment of functional neurological disorders. JAMA Neurol. 2018;75:1132–41.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Keynejad RC, Carson AJ, David AS, Nicholson TR. Functional neurological disorder: psychiatry’s blind spot. Lancet Psychiatry. 2017;4:e2–3.

    Article  PubMed  Google Scholar 

  3. Ludwig L, Pasman JA, Nicholson T, Aybek S, David AS, Tuck S, et al. Stressful life events and maltreatment in conversion (functional neurological) disorder: systematic review and meta-analysis of case-control studies. Lancet Psychiatry. 2018;5:307–20.

    Article  PubMed  Google Scholar 

  4. Kanaan RAA, Craig TKJ. Conversion disorder and the trouble with trauma. Psychol Med. 2019;49:1585–8.

    Article  PubMed  Google Scholar 

  5. Popkirov S, Wessely S, Nicholson TR, Carson AJ, Stone J. Different shell, same shock. BMJ. 2017;359:j5621.

    Article  PubMed  Google Scholar 

  6. American Psychiatric Association. Diagnostic and statistical manual of mental disorders (DSM-5). 5th ed. American Psychiatric Pub: Washington, DC; 2013. p. 947.

  7. Keynejad RC, Frodl T, Kanaan R, Pariante C, Reuber M, Nicholson TR. Stress and functional neurological disorders: mechanistic insights. J Neurol Neurosurg Psychiatry. 2019;90:813–21.

    Article  PubMed  Google Scholar 

  8. Pick S, Goldstein LH, Perez DL, Nicholson TR. Emotional processing in functional neurological disorder: a review, biopsychosocial model and research agenda. J Neurol Neurosurg Psychiatry. 2019;90:704–11.

    Article  PubMed  Google Scholar 

  9. Teicher MH, Samson JA, Anderson CM, Ohashi K. The effects of childhood maltreatment on brain structure, function and connectivity. Nat Rev Neurosci. 2016;17:652–66.

    Article  CAS  PubMed  Google Scholar 

  10. Aybek S, Nicholson TR, Zelaya F, O’Daly OG, Craig TJ, David AS, et al. Neural correlates of recall of life events in conversion disorder. JAMA Psychiatry. 2014;71:52–60.

    Article  PubMed  Google Scholar 

  11. Aybek S, Nicholson TR, O’Daly O, Zelaya F, Kanaan RA, David AS. Emotion-motion interactions in conversion disorder: an FMRI study. PLoS ONE. 2015;10:e0123273.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  12. Voon V, Brezing C, Gallea C, Ameli R, Roelofs K, LaFrance WC Jr, et al. Emotional stimuli and motor conversion disorder. Brain. 2010;133:1526–36.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Espay AJ, Maloney T, Vannest J, Norris MM, Eliassen JC, Neefus E, et al. Impaired emotion processing in functional (psychogenic) tremor: a functional magnetic resonance imaging study. Neuroimage Clin. 2018;17:179–87.

    Article  PubMed  Google Scholar 

  14. Hassa T, Sebastian A, Liepert J, Weiller C, Schmidt R, Tüscher O. Symptom-specific amygdala hyperactivity modulates motor control network in conversion disorder. Neuroimage Clin. 2017;15:143–50.

    Article  PubMed  PubMed Central  Google Scholar 

  15. van der Kruijs SJ, Bodde NM, Vaessen MJ, Lazeron RH, Vonck K, Boon P, et al. Functional connectivity of dissociation in patients with psychogenic non-epileptic seizures. J Neurol Neurosurg Psychiatry. 2012;83:239–47.

    Article  PubMed  Google Scholar 

  16. Morris LS, To B, Baek K, Chang-Webb YC, Mitchell S, Strelchuk D, et al. Disrupted avoidance learning in functional neurological disorder: implications for harm avoidance theories. Neuroimage Clin. 2017;16:286–94.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Wegrzyk J, Kebets V, Richiardi J, Galli S, de Ville DV, Aybek S. Identifying motor functional neurological disorder using resting-state functional connectivity. Neuroimage Clin. 2018;17:163–8.

    Article  PubMed  Google Scholar 

  18. Li R, Liu K, Ma X, Li Z, Duan X, An D, et al. Altered functional connectivity patterns of the insular subregions in psychogenic nonepileptic seizures. Brain Topogr. 2015;28:636–45.

    Article  PubMed  Google Scholar 

  19. Diez I, Ortiz-Teran L, Williams B, Jalilianhasanpour R, Ospina JP, Dickerson BC, et al. Corticolimbic fast-tracking: enhanced multimodal integration in functional neurological disorder. J Neurol Neurosurg Psychiatry. 2019;90:929–38.

    Article  PubMed  Google Scholar 

  20. Voon V, Brezing C, Gallea C, Hallett M. Aberrant supplementary motor complex and limbic activity during motor preparation in motor conversion disorder. Mov Disord. 2011;26:2396–403.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Stone J, Zeman A, Simonotto E, Meyer M, Azuma R, Flett S, et al. FMRI in patients with motor conversion symptoms and controls with simulated weakness. Psychosom Med. 2007;69:961–9.

    Article  PubMed  Google Scholar 

  22. de Lange FP, Toni I, Roelofs K. Altered connectivity between prefrontal and sensorimotor cortex in conversion paralysis. Neuropsychologia. 2010;48:1782–8.

    Article  PubMed  Google Scholar 

  23. Voon V, Gallea C, Hattori N, Bruno M, Ekanayake V, Hallett M. The involuntary nature of conversion disorder. Neurology. 2010;74:223–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Baek K, Doñamayor N, Morris LS, Strelchuk D, Mitchell S, Mikheenko Y, et al. Impaired awareness of motor intention in functional neurological disorder: Implications for voluntary and functional movement. Psychol Med. 2017;47:1624–36.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Maurer CW, LaFaver K, Ameli R, Epstein SA, Hallett M, Horovitz SG. Impaired self-agency in functional movement disorders: a resting-state fMRI study. Neurology. 2016;87:564–70.

    PubMed  PubMed Central  Google Scholar 

  26. Dannlowski U, Stuhrmann A, Beutelmann V, Zwanzger P, Lenzen T, Grotegerd D, et al. Limbic scars: long-term consequences of childhood maltreatment revealed by functional and structural magnetic resonance imaging. Biol Psychiatry. 2012;71:286–93.

    Article  PubMed  Google Scholar 

  27. Dannlowski U, Kugel H, Huber F, Stuhrmann A, Redlich R, Grotegerd D, et al. Childhood maltreatment is associated with an automatic negative emotion processing bias in the amygdala. Hum Brain Mapp. 2013;34:2899–909.

    Article  PubMed  Google Scholar 

  28. Jedd K, Hunt RH, Cicchetti D, Hunt E, Cowell RA, Rogosch FA, et al. Long-term consequences of childhood maltreatment: altered amygdala functional connectivity. Dev Psychopathol. 2015;27:1577–89.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Herringa RJ, Birn RM, Ruttle PL, Burghy CA, Stodola DE, Davidson RJ, et al. Childhood maltreatment is associated with altered fear circuitry and increased internalizing symptoms by late adolescence. Proc Natl Acad Sci USA. 2013;110:19119–24.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. van der Werff SJ, Pannekoek JN, Veer IM, van Tol MJ, Aleman A, Veltman DJ, et al. Resting-state functional connectivity in adults with childhood emotional maltreatment. Psychol Med. 2013;43:1825–36.

    Article  PubMed  Google Scholar 

  31. Ohashi K, Anderson CM, Bolger EA, Khan A, McGreenery CE, Teicher MH. Susceptibility or resilience to maltreatment can be explained by specific differences in brain network architecture. Biol Psychiatry. 2019;85:690–702.

    Article  PubMed  Google Scholar 

  32. Kaiser RH, Clegg R, Goer F, Pechtel P, Beltzer M, Vitaliano G, et al. Childhood stress, grown-up brain networks: corticolimbic correlates of threat-related early life stress and adult stress response. Psychol Med. 2018;48:1157–66.

    Article  CAS  PubMed  Google Scholar 

  33. Teicher MH, Anderson CM, Ohashi K, Polcari A. Childhood maltreatment: altered network centrality of cingulate, precuneus, temporal pole and insula. Biol Psychiatry. 2014;76:297–305.

    Article  PubMed  Google Scholar 

  34. Selkirk M, Duncan R, Oto M, Pelosi A. Clinical differences between patients with nonepileptic seizures who report antecedent sexual abuse and those who do not. Epilepsia. 2008;49:1446–50.

    Article  PubMed  Google Scholar 

  35. Spinhoven P, Roelofs K, Moene F, Kuyk J, Nijenhuis E, Hoogduin K, et al. Trauma and dissociation in conversion disorder and chronic pelvic pain. Int J Psychiatry Med. 2004;34:305–18.

    Article  PubMed  Google Scholar 

  36. Sepulcre J. Functional streams and cortical integration in the human brain. Neuroscientist. 2014;20:499–508.

    Article  PubMed  Google Scholar 

  37. Fornito A, Arnatkeviciute A, Fulcher BD. Bridging the gap between connectome and transcriptome. Trends Cogn Sci. 2019;23:34–50.

    Article  PubMed  Google Scholar 

  38. Arnatkevic Iute A, Fulcher BD, Fornito A. A practical guide to linking brain-wide gene expression and neuroimaging data. Neuroimage. 2019;189:353–67.

    Article  Google Scholar 

  39. Ortiz-Teran L, Diez I, Ortiz T, Perez DL, Aragon JI, Costumero V, et al. Brain circuit-gene expression relationships and neuroplasticity of multisensory cortices in blind children. Proc Natl Acad Sci USA. 2017;114:6830–5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Xin Q, Ortiz-Teran L, Diez I, Perez DL, Ginsburg J, El Fakhri G, et al. Sequence alterations of cortical genes linked to individual connectivity of the human brain. Cereb Cortex. 2019;29:3828–35.

    Article  PubMed  Google Scholar 

  41. Heim C, Binder EB. Current research trends in early life stress and depression: review of human studies on sensitive periods, gene-environment interactions, and epigenetics. Exp Neurol. 2012;233:102–11.

    Article  PubMed  Google Scholar 

  42. Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, et al. Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci. 2007;27:2349–56.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Perez DL, Dworetzky BA, Dickerson BC, Leung L, Cohn R, Baslet G, et al. An integrative neurocircuit perspective on psychogenic nonepileptic seizures and functional movement disorders: neural functional unawareness. Clin EEG Neurosci. 2015;46:4–15.

    Article  PubMed  Google Scholar 

  44. Bernstein DP, Fink L, Handelsman L, Foote J, Lovejoy M, Wenzel K, et al. Initial reliability and validity of a new retrospective measure of child abuse and neglect. Am J Psychiatry. 1994;151:1132–6.

    Article  CAS  PubMed  Google Scholar 

  45. Blevins CA, Weathers FW, Davis MT, Witte TK, Domino JL. The posttraumatic stress disorder checklist for DSM-5 (PCL-5): development and initial psychometric evaluation. J Trauma Stress. 2015;28:489–98.

    Article  PubMed  Google Scholar 

  46. Qian J, Diez I, Ortiz-Teran L, Bonadio C, Liddell T, Goni J, et al. Positive connectivity predicts the dynamic intrinsic topology of the human brain network. Front Syst Neurosci. 2018;12:38.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Hawrylycz MJ, Lein ES, Guillozet-Bongaarts AL, Shen EH, Ng L, Miller JA, et al. An anatomically comprehensive atlas of the adult human brain transcriptome. Nature. 2012;489:391–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Desikan RS, Ségonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, et al. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage. 2006;31:968–80.

    Article  PubMed  Google Scholar 

  49. Keuken MC, Bazin PL, Crown L, Hootsmans J, Laufer A, Muller-Axt C, et al. Quantifying inter-individual anatomical variability in the subcortex using 7 T structural MRI. Neuroimage. 2014;94:40–6.

    Article  CAS  PubMed  Google Scholar 

  50. Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM, et al. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet. 2000;25:25–9.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Bakvis P, Roelofs K, Kuyk J, Edelbroek PM, Swinkels WA, Spinhoven P. Trauma, stress, and preconscious threat processing in patients with psychogenic nonepileptic seizures. Epilepsia. 2009;50:1001–11.

    Article  PubMed  Google Scholar 

  52. Apazoglou K, Mazzola V, Wegrzyk J, Polara GF, Aybek S. Biological and perceived stress in motor functional neurological disorders. Psychoneuroendocrinology. 2017;85:142–50.

    Article  PubMed  Google Scholar 

  53. Ghaziri J, Tucholka A, Girard G, Houde JC, Boucher O, Gilbert G, et al. The corticocortical structural connectivity of the human insula. Cereb Cortex. 2017;27:1216–28.

    Article  PubMed  Google Scholar 

  54. Espay AJ, Maloney T, Vannest J, Norris MM, Eliassen JC, Neefus E, et al. Dysfunction in emotion processing underlies functional (psychogenic) dystonia. Mov Disord. 2018;33:136–45.

    Article  PubMed  Google Scholar 

  55. Craig AD. How do you feel-now? The anterior insula and human awareness. Nat Rev Neurosci. 2009;10:59–70.

    Article  CAS  PubMed  Google Scholar 

  56. Sepulcre J, Sabuncu MR, Yeo TB, Liu H, Johnson KA. Stepwise connectivity of the modal cortex reveals the multimodal organization of the human brain. J Neurosci. 2012;32:10649–61.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  57. Ricciardi L, Demartini B, Crucianelli L, Krahé C, Edwards MJ, Fotopoulou A. Interoceptive awareness in patients with functional neurological symptoms. Biol Psychol. 2016;113:68–74.

    Article  PubMed  Google Scholar 

  58. Boulle F, van den Hove DL, Jakob SB, Rutten BP, Hamon M, van Os J, et al. Epigenetic regulation of the BDNF gene: implications for psychiatric disorders. Mol Psychiatry. 2012;17:584–96.

    Article  CAS  PubMed  Google Scholar 

  59. Pollak DD, Monje FJ, Zuckerman L, Denny CA, Drew MR, Kandel ER. An animal model of a behavioral intervention for depression. Neuron. 2008;60:149–61.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. LaFrance WC Jr, Leaver K, Stopa EG, Papandonatos GD, Blum AS. Decreased serum BDNF levels in patients with epileptic and psychogenic nonepileptic seizures. Neurology. 2010;75:1285–91.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Deveci A, Aydemir O, Taskin O, Taneli F, Esen-Danaci A. Serum brain-derived neurotrophic factor levels in conversion disorder: comparative study with depression. Psychiatry Clin Neurosci. 2007;61:571–3.

    Article  CAS  PubMed  Google Scholar 

  62. Aas M, Haukvik UK, Djurovic S, Tesli M, Athanasiu L, Bjella T, et al. Interplay between childhood trauma and BDNF val66met variants on blood BDNF mRNA levels and on hippocampus subfields volumes in schizophrenia spectrum and bipolar disorders. J Psychiatr Res. 2014;59:14–21.

    Article  PubMed  Google Scholar 

  63. Gutierrez B, Bellon JA, Rivera M, Molina E, King M, Marston L, et al. The risk for major depression conferred by childhood maltreatment is multiplied by BDNF and SERT genetic vulnerability: a replication study. J Psychiatry Neurosci. 2015;40:187–96.

    Article  PubMed  PubMed Central  Google Scholar 

  64. Mukherjee P, Whalley HC, McKirdy JW, McIntosh AM, Johnstone EC, Lawrie SM, et al. Effects of the BDNF Val66Met polymorphism on neural responses to facial emotion. Psychiatry Res. 2011;191:182–8.

    Article  CAS  PubMed  Google Scholar 

  65. Li A, Jing D, Dellarco DV, Hall BS, Yang R, Heilberg RT, et al. Role of BDNF in the development of an OFC-amygdala circuit regulating sociability in mouse and human. Mol Psychiatry. 2019. https://doi.org/10.1038/s41380-019-0422-4 [Epub ahead of print].

  66. Perez-Rodriguez MM, New AS, Goldstein KE, Rosell D, Yuan Q, Zhou Z, et al. Brain-derived neurotrophic factor Val66Met genotype modulates amygdala habituation. Psychiatry Res Neuroimaging. 2017;263:85–92.

    Article  PubMed  Google Scholar 

  67. Young DA, Neylan TC, O’Donovan A, Metzler T, Richards A, Ross JA, et al. The interaction of BDNF Val66Met, PTSD, and child abuse on psychophysiological reactivity and HPA axis function in a sample of Gulf War Veterans. J Affect Disord. 2018;235:52–60.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  68. Roth TL, Sweatt JD. Epigenetic marking of the BDNF gene by early-life adverse experiences. Horm Behav. 2011;59:315–20.

    Article  CAS  PubMed  Google Scholar 

  69. Wilkinson AV, Gabriel KP, Wang J, Bondy ML, Dong Q, Wu X, et al. Sensation-seeking genes and physical activity in youth. Genes Brain Behav. 2013;12:181–8.

    Article  CAS  PubMed  Google Scholar 

  70. Perez DL, Matin N, Barsky A, Costumero-Ramos V, Makaretz SJ, Young SS, et al. Cingulo-insular structural alterations associated with psychogenic symptoms, childhood abuse and PTSD in functional neurological disorders. J Neurol Neurosurg Psychiatry. 2017;88:491–7.

    Article  PubMed  Google Scholar 

  71. Nicholson TR, Aybek S, Craig T, Harris T, Wojcik W, David AS, et al. Life events and escape in conversion disorder. Psychol Med. 2016;46:2617–26.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  72. Tomic A, Agosta F, Sarasso E, Petrovic I, Basaia S, Pesic D, et al. Are there two different forms of functional dystonia? A multimodal brain structural MRI study. Mol Psychiatry. 2018. https://doi.org/10.1038/s41380-018-0222-2 [Epub ahead of print].

  73. Dunn EC, Nishimi K, Powers A, Bradley B. Is developmental timing of trauma exposure associated with depressive and post-traumatic stress disorder symptoms in adulthood? J Psychiatr Res. 2017;84:119–27.

    Article  PubMed  Google Scholar 

  74. Andreano JM, Touroutoglou A, Dickerson B, Barrett LF. Hormonal cycles, brain network connectivity, and windows of vulnerability to affective disorder. Trends Neurosci. 2018;41:660–76.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Funding

ID was supported by postdoctoral fellowship program from the Basque Country Government. DLP was funded by the National Institute of Mental Health Grant K23MH111983-03, Massachusetts General Hospital Physician-Scientist Development Award and the Sidney R. Baer Jr. Foundation. This study was also supported by the NIH shared instrument grant S10RR023043.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to David L. Perez.

Ethics declarations

Conflict of interest

TRN is funded by a UK National Institute for Health Research (NIHR) Clinician Scientist Fellowship. The views expressed are those of the authors and not necessarily those of the NHS, the NIHR, or the Department of Health and Social Care. DLP has received honoraria for continuing medical education lectures in functional neurological disorder.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Diez, I., Larson, A.G., Nakhate, V. et al. Early-life trauma endophenotypes and brain circuit–gene expression relationships in functional neurological (conversion) disorder. Mol Psychiatry 26, 3817–3828 (2021). https://doi.org/10.1038/s41380-020-0665-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41380-020-0665-0

Search

Quick links