Skip to main content
Top
Published in: BMC Psychiatry 1/2016

Open Access 01-12-2016 | Research article

Exposure to environmental factors increases connectivity between symptom domains in the psychopathology network

Authors: Sinan Guloksuz, Martine van Nierop, Maarten Bak, Ron de Graaf, Margreet ten Have, Saskia van Dorsselaer, Nicole Gunther, Roselind Lieb, Ruud van Winkel, Hans-Ulrich Wittchen, Jim van Os

Published in: BMC Psychiatry | Issue 1/2016

Login to get access

Abstract

Background

We investigated to what degree environmental exposure (childhood trauma, urbanicity, cannabis use, and discrimination) impacts symptom connectivity using both continuous and categorical measures of psychopathology.

Methods

Outcomes were continuous symptom dimensions of self-reported psychopathology using the Self-report Symptom Checklist-90-R in 3021 participants from The Early Developmental Stages of the Psychopathology (EDSP) study and binary DSM-III-R categories of mental disorders and a binary measure of psychotic symptoms in 7076 participants from The Netherlands Mental Health Survey and Incidence Study (NEMESIS-1). For each symptom dimension in the EDSP and mental disorder in the NEMESIS-1 as the dependent variable, regression analyses were carried out including each of the remaining symptom dimensions/mental disorders and its interaction with cumulative environmental risk load (the sum score of environmental exposures) as independent variables.

Results

All symptom dimensions in the EDSP and related diagnostic categories in the NEMESIS-1 were strongly associated with each other, and environmental exposures increased the degree of symptom connectivity in the networks in both cohorts.

Conclusions

Our findings showing strong connectivity across symptom dimensions and related binary diagnostic constructs in two independent population cohorts provide further evidence for the conceptualization of psychopathology as a contextually sensitive network of mutually interacting symptoms.
Literature
1.
go back to reference Vinogradov S, King RJ, Huberman BA. An associationist model of the paranoid process: application of phase transitions in spreading activation networks. Psychiatry. 1992;55(1):79–94.PubMed Vinogradov S, King RJ, Huberman BA. An associationist model of the paranoid process: application of phase transitions in spreading activation networks. Psychiatry. 1992;55(1):79–94.PubMed
2.
go back to reference Odgers CL, Mulvey EP, Skeem JL, Gardner W, Lidz CW, Schubert C. Capturing the ebb and flow of psychiatric symptoms with dynamical systems models. Am J Psychiatry. 2009;166(5):575–82.CrossRefPubMed Odgers CL, Mulvey EP, Skeem JL, Gardner W, Lidz CW, Schubert C. Capturing the ebb and flow of psychiatric symptoms with dynamical systems models. Am J Psychiatry. 2009;166(5):575–82.CrossRefPubMed
3.
go back to reference Borsboom D, Cramer AOJ. Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol. 2013;9:91–121.CrossRefPubMed Borsboom D, Cramer AOJ. Network analysis: an integrative approach to the structure of psychopathology. Annu Rev Clin Psychol. 2013;9:91–121.CrossRefPubMed
4.
go back to reference Bystritsky A, Nierenberg AA, Feusner JD, Rabinovich M. Computational non-linear dynamical psychiatry: a new methodological paradigm for diagnosis and course of illness. J Psychiatr Res. 2012;46(4):428–35.CrossRefPubMed Bystritsky A, Nierenberg AA, Feusner JD, Rabinovich M. Computational non-linear dynamical psychiatry: a new methodological paradigm for diagnosis and course of illness. J Psychiatr Res. 2012;46(4):428–35.CrossRefPubMed
5.
go back to reference Van Os J. The dynamics of subthreshold psychopathology: implications for diagnosis and treatment. Am J Psychiatry. 2013;170(7):695–8.CrossRefPubMed Van Os J. The dynamics of subthreshold psychopathology: implications for diagnosis and treatment. Am J Psychiatry. 2013;170(7):695–8.CrossRefPubMed
6.
go back to reference Goekoop R, Goekoop JG. A network view on psychiatric disorders: network clusters of symptoms as elementary syndromes of psychopathology. PLoS ONE. 2014;9(11), e112734.CrossRefPubMedPubMedCentral Goekoop R, Goekoop JG. A network view on psychiatric disorders: network clusters of symptoms as elementary syndromes of psychopathology. PLoS ONE. 2014;9(11), e112734.CrossRefPubMedPubMedCentral
7.
go back to reference van Nierop M, Viechtbauer W, Gunther N, Van Zelst C, De Graaf R, Ten Have M, Van Dorsselaer S, Bak M, Genetic R, investigators OUoP, et al. Childhood trauma is associated with a specific admixture of affective, anxiety, and psychosis symptoms cutting across traditional diagnostic boundaries. Psychol Med. 2014;45:1–12. van Nierop M, Viechtbauer W, Gunther N, Van Zelst C, De Graaf R, Ten Have M, Van Dorsselaer S, Bak M, Genetic R, investigators OUoP, et al. Childhood trauma is associated with a specific admixture of affective, anxiety, and psychosis symptoms cutting across traditional diagnostic boundaries. Psychol Med. 2014;45:1–12.
8.
go back to reference Smeets F, Lataster T, Viechtbauer W, Delespaul P. Evidence That Environmental and Genetic Risks for Psychotic Disorder May Operate by Impacting on Connections Between Core Symptoms of Perceptual Alteration and Delusional Ideation. Schizophr Bull. 2014;41:sbu122. Smeets F, Lataster T, Viechtbauer W, Delespaul P. Evidence That Environmental and Genetic Risks for Psychotic Disorder May Operate by Impacting on Connections Between Core Symptoms of Perceptual Alteration and Delusional Ideation. Schizophr Bull. 2014;41:sbu122.
9.
go back to reference Guloksuz S, Van Nierop M, Lieb R, Van Winkel R, Wittchen HU, Van Os J. Evidence that the presence of psychosis in non-psychotic disorder is environment-dependent and mediated by severity of non-psychotic psychopathology. Psychol Med. 2015;1–13. Guloksuz S, Van Nierop M, Lieb R, Van Winkel R, Wittchen HU, Van Os J. Evidence that the presence of psychosis in non-psychotic disorder is environment-dependent and mediated by severity of non-psychotic psychopathology. Psychol Med. 2015;1–13.
10.
go back to reference Fusar-Poli P, Nelson B, Valmaggia L, Yung AR, McGuire PK. Comorbid depressive and anxiety disorders in 509 individuals with an at-risk mental state: impact on psychopathology and transition to psychosis. Schizophr Bull. 2014;40(1):120–31.CrossRefPubMed Fusar-Poli P, Nelson B, Valmaggia L, Yung AR, McGuire PK. Comorbid depressive and anxiety disorders in 509 individuals with an at-risk mental state: impact on psychopathology and transition to psychosis. Schizophr Bull. 2014;40(1):120–31.CrossRefPubMed
11.
go back to reference Janssen I, Hanssen M, Bak M, Bijl RV, De Graaf R, Vollebergh W, McKenzie K, Van Os J. Discrimination and delusional ideation. Br J Psychiatry. 2003;182:71–6.CrossRefPubMed Janssen I, Hanssen M, Bak M, Bijl RV, De Graaf R, Vollebergh W, McKenzie K, Van Os J. Discrimination and delusional ideation. Br J Psychiatry. 2003;182:71–6.CrossRefPubMed
12.
go back to reference Morgan C, Charalambides M, Hutchinson G, Murray RM. Migration, ethnicity, and psychosis: toward a sociodevelopmental model. Schizophr Bull. 2010;36(4):655–64.CrossRefPubMedPubMedCentral Morgan C, Charalambides M, Hutchinson G, Murray RM. Migration, ethnicity, and psychosis: toward a sociodevelopmental model. Schizophr Bull. 2010;36(4):655–64.CrossRefPubMedPubMedCentral
13.
go back to reference Kelleher I, Keeley H, Corcoran P, Lynch F, Fitzpatrick C, Devlin N, Molloy C, Roddy S, Clarke MC, Harley M, et al. Clinicopathological significance of psychotic experiences in non-psychotic young people: evidence from four population-based studies. Br J Psychiatry. 2012;201:26–32.CrossRefPubMed Kelleher I, Keeley H, Corcoran P, Lynch F, Fitzpatrick C, Devlin N, Molloy C, Roddy S, Clarke MC, Harley M, et al. Clinicopathological significance of psychotic experiences in non-psychotic young people: evidence from four population-based studies. Br J Psychiatry. 2012;201:26–32.CrossRefPubMed
14.
go back to reference Wigman JT, Van Nierop M, Vollebergh WA, Lieb R, Beesdo-Baum K, Wittchen HU, Van Os J. Evidence that psychotic symptoms are prevalent in disorders of anxiety and depression, impacting on illness onset, risk, and severity--implications for diagnosis and ultra-high risk research. Schizophr Bull. 2012;38(2):247–57.CrossRefPubMedPubMedCentral Wigman JT, Van Nierop M, Vollebergh WA, Lieb R, Beesdo-Baum K, Wittchen HU, Van Os J. Evidence that psychotic symptoms are prevalent in disorders of anxiety and depression, impacting on illness onset, risk, and severity--implications for diagnosis and ultra-high risk research. Schizophr Bull. 2012;38(2):247–57.CrossRefPubMedPubMedCentral
15.
go back to reference Wigman JT, Van Os J, Abidi L, Huibers MJ, Roelofs J, Arntz A, Kelleher I, Peeters FP. Subclinical psychotic experiences and bipolar spectrum features in depression: association with outcome of psychotherapy. Psychol Med. 2014;44(2):325–36.CrossRefPubMed Wigman JT, Van Os J, Abidi L, Huibers MJ, Roelofs J, Arntz A, Kelleher I, Peeters FP. Subclinical psychotic experiences and bipolar spectrum features in depression: association with outcome of psychotherapy. Psychol Med. 2014;44(2):325–36.CrossRefPubMed
16.
go back to reference Wittchen HU, Lieb R, Pfister H, Schuster P. The waxing and waning of mental disorders: evaluating the stability of syndromes of mental disorders in the population. Compr Psychiatry. 2000;41(2 Suppl 1):122–32.CrossRefPubMed Wittchen HU, Lieb R, Pfister H, Schuster P. The waxing and waning of mental disorders: evaluating the stability of syndromes of mental disorders in the population. Compr Psychiatry. 2000;41(2 Suppl 1):122–32.CrossRefPubMed
17.
go back to reference Wittchen HU, Perkonigg A, Lachner G, Nelson CB. Early developmental stages of psychopathology study (EDSP): objectives and design. Eur Addict Res. 1998;4(1–2):18–27.CrossRefPubMed Wittchen HU, Perkonigg A, Lachner G, Nelson CB. Early developmental stages of psychopathology study (EDSP): objectives and design. Eur Addict Res. 1998;4(1–2):18–27.CrossRefPubMed
18.
go back to reference Zimmermann P, Bruckl T, Lieb R, Nocon A, Ising M, Beesdo K, Wittchen HU. The interplay of familial depression liability and adverse events in predicting the first onset of depression during a 10-year follow-up. Biol Psychiatry. 2008;63(4):406–14.CrossRefPubMed Zimmermann P, Bruckl T, Lieb R, Nocon A, Ising M, Beesdo K, Wittchen HU. The interplay of familial depression liability and adverse events in predicting the first onset of depression during a 10-year follow-up. Biol Psychiatry. 2008;63(4):406–14.CrossRefPubMed
19.
go back to reference Bijl RV, Van Zessen G, Ravelli A, De Rijk C, Langendoen Y. The Netherlands Mental Health Survey and Incidence Study (NEMESIS): objectives and design. Soc Psychiatry Psychiatr Epidemiol. 1998;33(12):581–6.CrossRefPubMed Bijl RV, Van Zessen G, Ravelli A, De Rijk C, Langendoen Y. The Netherlands Mental Health Survey and Incidence Study (NEMESIS): objectives and design. Soc Psychiatry Psychiatr Epidemiol. 1998;33(12):581–6.CrossRefPubMed
20.
go back to reference Derogatis L, Cleary P. Confirmation of the dimensional structure of the SCL-90: a study in construct validation. J Clin Psychol. 1977;33:981–9.CrossRef Derogatis L, Cleary P. Confirmation of the dimensional structure of the SCL-90: a study in construct validation. J Clin Psychol. 1977;33:981–9.CrossRef
21.
go back to reference Cougnard A, Marcelis M, Myin-Germeys I, De Graaf R, Vollebergh W, Krabbendam L, Lieb R, Wittchen HU, Henquet C, Spauwen J, et al. Does normal developmental expression of psychosis combine with environmental risk to cause persistence of psychosis? A psychosis proneness-persistence model. Psychol Med. 2007;37(4):513–27.CrossRefPubMed Cougnard A, Marcelis M, Myin-Germeys I, De Graaf R, Vollebergh W, Krabbendam L, Lieb R, Wittchen HU, Henquet C, Spauwen J, et al. Does normal developmental expression of psychosis combine with environmental risk to cause persistence of psychosis? A psychosis proneness-persistence model. Psychol Med. 2007;37(4):513–27.CrossRefPubMed
22.
go back to reference Henquet C, Krabbendam L, Spauwen J, Kaplan C, Lieb R, Wittchen HU, Van Os J. Prospective cohort study of cannabis use, predisposition for psychosis, and psychotic symptoms in young people. BMJ. 2005;330(7481):11.CrossRefPubMedPubMedCentral Henquet C, Krabbendam L, Spauwen J, Kaplan C, Lieb R, Wittchen HU, Van Os J. Prospective cohort study of cannabis use, predisposition for psychosis, and psychotic symptoms in young people. BMJ. 2005;330(7481):11.CrossRefPubMedPubMedCentral
23.
go back to reference Smeets R, Dingemans P. Composite international diagnostic interview (CIDI), Version 1.1. Amsterdam/Geneva: World Health Organization; 1993. Smeets R, Dingemans P. Composite international diagnostic interview (CIDI), Version 1.1. Amsterdam/Geneva: World Health Organization; 1993.
24.
go back to reference Wittchen H-U. Reliability and validity studies of the WHO-Composite International Diagnostic Interview (CIDI): a critical review. J Psychiatr Res. 1994;28(1):57–84.CrossRefPubMed Wittchen H-U. Reliability and validity studies of the WHO-Composite International Diagnostic Interview (CIDI): a critical review. J Psychiatr Res. 1994;28(1):57–84.CrossRefPubMed
25.
go back to reference Van Os J, Hanssen M, Bijl R, Ravelli A. Straus (1969) revisited: A psychosis continuum in the general population? Schizophr Res. 2000;45(1–2):11–20.CrossRefPubMed Van Os J, Hanssen M, Bijl R, Ravelli A. Straus (1969) revisited: A psychosis continuum in the general population? Schizophr Res. 2000;45(1–2):11–20.CrossRefPubMed
26.
go back to reference Bijl RV, Ravelli A, Van Zessen G. Prevalence of psychiatric disorder in the general population: results of The Netherlands Mental Health Survey and Incidence Study (NEMESIS). Soc Psychiatry Psychiatr Epidemiol. 1998;33(12):587–95.CrossRefPubMed Bijl RV, Ravelli A, Van Zessen G. Prevalence of psychiatric disorder in the general population: results of The Netherlands Mental Health Survey and Incidence Study (NEMESIS). Soc Psychiatry Psychiatr Epidemiol. 1998;33(12):587–95.CrossRefPubMed
27.
go back to reference Andrews G, Peters L. The psychometric properties of the Composite International Diagnostic Interview. Soc Psychiatry Psychiatr Epidemiol. 1998;33(2):80–8.CrossRefPubMed Andrews G, Peters L. The psychometric properties of the Composite International Diagnostic Interview. Soc Psychiatry Psychiatr Epidemiol. 1998;33(2):80–8.CrossRefPubMed
28.
go back to reference Van Os J, Hanssen M, Bijl RV, Vollebergh W. Prevalence of psychotic disorder and community level of psychotic symptoms: an urban–rural comparison. Arch Gen Psychiatry. 2001;58(7):663–8.CrossRefPubMed Van Os J, Hanssen M, Bijl RV, Vollebergh W. Prevalence of psychotic disorder and community level of psychotic symptoms: an urban–rural comparison. Arch Gen Psychiatry. 2001;58(7):663–8.CrossRefPubMed
29.
go back to reference Spauwen J, Krabbendam L, Lieb R, Wittchen HU, Van Os J. Impact of psychological trauma on the development of psychotic symptoms: relationship with psychosis proneness. Br J Psychiatry. 2006;188:527–33.CrossRefPubMed Spauwen J, Krabbendam L, Lieb R, Wittchen HU, Van Os J. Impact of psychological trauma on the development of psychotic symptoms: relationship with psychosis proneness. Br J Psychiatry. 2006;188:527–33.CrossRefPubMed
30.
go back to reference Janssen I, Krabbendam L, Bak M, Hanssen M, Vollebergh W, Graaf Rd, Os J. Childhood abuse as a risk factor for psychotic experiences. Acta Psychiatr Scand. 2004;109(1):38–45.CrossRefPubMed Janssen I, Krabbendam L, Bak M, Hanssen M, Vollebergh W, Graaf Rd, Os J. Childhood abuse as a risk factor for psychotic experiences. Acta Psychiatr Scand. 2004;109(1):38–45.CrossRefPubMed
31.
go back to reference Kuepper R, Van Os J, Lieb R, Wittchen HU, Hofler M, Henquet C. Continued cannabis use and risk of incidence and persistence of psychotic symptoms: 10 year follow-up cohort study. BMJ. 2011;342:d738.CrossRefPubMedPubMedCentral Kuepper R, Van Os J, Lieb R, Wittchen HU, Hofler M, Henquet C. Continued cannabis use and risk of incidence and persistence of psychotic symptoms: 10 year follow-up cohort study. BMJ. 2011;342:d738.CrossRefPubMedPubMedCentral
32.
go back to reference Van Os J, Bak M, Hanssen M, Bijl RV, De Graaf R, Verdoux H. Cannabis use and psychosis: a longitudinal population-based study. Am J Epidemiol. 2002;156(4):319–27.CrossRefPubMed Van Os J, Bak M, Hanssen M, Bijl RV, De Graaf R, Verdoux H. Cannabis use and psychosis: a longitudinal population-based study. Am J Epidemiol. 2002;156(4):319–27.CrossRefPubMed
33.
go back to reference Van Nierop M, Lataster T, Smeets F, Gunther N, Van Zelst C, De Graaf R, Ten Have M, Van Dorsselaer S, Bak M, Myin-Germeys I, et al. Psychopathological mechanisms linking childhood traumatic experiences to risk of psychotic symptoms: analysis of a large, representative population-based sample. Schizophr Bull. 2014;40 Suppl 2:S123–30.CrossRefPubMedPubMedCentral Van Nierop M, Lataster T, Smeets F, Gunther N, Van Zelst C, De Graaf R, Ten Have M, Van Dorsselaer S, Bak M, Myin-Germeys I, et al. Psychopathological mechanisms linking childhood traumatic experiences to risk of psychotic symptoms: analysis of a large, representative population-based sample. Schizophr Bull. 2014;40 Suppl 2:S123–30.CrossRefPubMedPubMedCentral
34.
go back to reference Spauwen J, Krabbendam L, Lieb R, Wittchen HU, Van Os J. Does urbanicity shift the population expression of psychosis? J Psychiatr Res. 2004;38(6):613–8.CrossRefPubMed Spauwen J, Krabbendam L, Lieb R, Wittchen HU, Van Os J. Does urbanicity shift the population expression of psychosis? J Psychiatr Res. 2004;38(6):613–8.CrossRefPubMed
35.
go back to reference Van Os J, Hanssen M, Bak M, Bijl RV, Vollebergh W. Do urbanicity and familial liability coparticipate in causing psychosis? Am J Psychiatry. 2003;160(3):477–82.CrossRefPubMed Van Os J, Hanssen M, Bak M, Bijl RV, Vollebergh W. Do urbanicity and familial liability coparticipate in causing psychosis? Am J Psychiatry. 2003;160(3):477–82.CrossRefPubMed
36.
go back to reference Gevonden MJ, Selten JP, Myin-Germeys I, De Graaf R, Ten Have M, Van Dorsselaer S, Van Os J, Veling W. Sexual minority status and psychotic symptoms: findings from the Netherlands Mental Health Survey and Incidence Studies (NEMESIS). Psychol Med. 2014;44(2):421–33.CrossRefPubMed Gevonden MJ, Selten JP, Myin-Germeys I, De Graaf R, Ten Have M, Van Dorsselaer S, Van Os J, Veling W. Sexual minority status and psychotic symptoms: findings from the Netherlands Mental Health Survey and Incidence Studies (NEMESIS). Psychol Med. 2014;44(2):421–33.CrossRefPubMed
37.
go back to reference StataCorp. Stata/SE Statistical Software, Release 13.1. In: College Station, TX: StataCorp LP. 2013. StataCorp. Stata/SE Statistical Software, Release 13.1. In: College Station, TX: StataCorp LP. 2013.
38.
go back to reference Dominguez MD, Wichers M, Lieb R, Wittchen HU, Van Os J. Evidence that onset of clinical psychosis is an outcome of progressively more persistent subclinical psychotic experiences: an 8-year cohort study. Schizophr Bull. 2011;37(1):84–93.CrossRefPubMed Dominguez MD, Wichers M, Lieb R, Wittchen HU, Van Os J. Evidence that onset of clinical psychosis is an outcome of progressively more persistent subclinical psychotic experiences: an 8-year cohort study. Schizophr Bull. 2011;37(1):84–93.CrossRefPubMed
39.
go back to reference Freeman D, Startup H, Dunn G, Cernis E, Wingham G, Pugh K, Cordwell J, Kingdon D. The interaction of affective with psychotic processes: a test of the effects of worrying on working memory, jumping to conclusions, and anomalies of experience in patients with persecutory delusions. J Psychiatr Res. 2013;47(12):1837–42.CrossRefPubMedPubMedCentral Freeman D, Startup H, Dunn G, Cernis E, Wingham G, Pugh K, Cordwell J, Kingdon D. The interaction of affective with psychotic processes: a test of the effects of worrying on working memory, jumping to conclusions, and anomalies of experience in patients with persecutory delusions. J Psychiatr Res. 2013;47(12):1837–42.CrossRefPubMedPubMedCentral
40.
go back to reference Freeman D, Dunn G, Fowler D, Bebbington P, Kuipers E, Emsley R, Jolley S, Garety P. Current paranoid thinking in patients with delusions: the presence of cognitive-affective biases. Schizophr Bull. 2013;39(6):1281–7.CrossRefPubMed Freeman D, Dunn G, Fowler D, Bebbington P, Kuipers E, Emsley R, Jolley S, Garety P. Current paranoid thinking in patients with delusions: the presence of cognitive-affective biases. Schizophr Bull. 2013;39(6):1281–7.CrossRefPubMed
41.
go back to reference Smeets F, Lataster T, Van Winkel R, De Graaf R, Ten Have M, Van Os J. Testing the hypothesis that psychotic illness begins when subthreshold hallucinations combine with delusional ideation. Acta Psychiatr Scand. 2013;127(1):34–47.CrossRefPubMed Smeets F, Lataster T, Van Winkel R, De Graaf R, Ten Have M, Van Os J. Testing the hypothesis that psychotic illness begins when subthreshold hallucinations combine with delusional ideation. Acta Psychiatr Scand. 2013;127(1):34–47.CrossRefPubMed
42.
go back to reference Wigman JT, Van Os J, Thiery E, Derom C, Collip D, Jacobs N, Wichers M. Psychiatric diagnosis revisited: towards a system of staging and profiling combining nomothetic and idiographic parameters of momentary mental states. PLoS ONE. 2013;8(3), e59559.CrossRefPubMedPubMedCentral Wigman JT, Van Os J, Thiery E, Derom C, Collip D, Jacobs N, Wichers M. Psychiatric diagnosis revisited: towards a system of staging and profiling combining nomothetic and idiographic parameters of momentary mental states. PLoS ONE. 2013;8(3), e59559.CrossRefPubMedPubMedCentral
43.
go back to reference Van Os J, Lataster T, Delespaul P, Wichers M, Myin-Germeys I. Evidence that a psychopathology interactome has diagnostic value, predicting clinical needs: an experience sampling study. PLoS ONE. 2014;9(1), e86652.CrossRefPubMedPubMedCentral Van Os J, Lataster T, Delespaul P, Wichers M, Myin-Germeys I. Evidence that a psychopathology interactome has diagnostic value, predicting clinical needs: an experience sampling study. PLoS ONE. 2014;9(1), e86652.CrossRefPubMedPubMedCentral
44.
go back to reference Wigman JT, Van Os J, Borsboom D, Wardenaar KJ, Epskamp S, Klippel A, et al. Exploring the underlying structure of mental disorders: cross-diagnostic differences and similarities from a network perspective using both a top-down and a bottom-up approach. Psychol Med. 2015;1–13. Wigman JT, Van Os J, Borsboom D, Wardenaar KJ, Epskamp S, Klippel A, et al. Exploring the underlying structure of mental disorders: cross-diagnostic differences and similarities from a network perspective using both a top-down and a bottom-up approach. Psychol Med. 2015;1–13.
45.
go back to reference van de Leemput IA, Wichers M, Cramer AOJ, Borsboom D, Tuerlinckx F, Kuppens P, Van Nes EH, Viechtbauer W, Giltay EJ, Aggen SH, et al. Critical slowing down as early warning for the onset and termination of depression. Proc Natl Acad Sci U S A. 2014;111(1):87–92.CrossRefPubMed van de Leemput IA, Wichers M, Cramer AOJ, Borsboom D, Tuerlinckx F, Kuppens P, Van Nes EH, Viechtbauer W, Giltay EJ, Aggen SH, et al. Critical slowing down as early warning for the onset and termination of depression. Proc Natl Acad Sci U S A. 2014;111(1):87–92.CrossRefPubMed
46.
go back to reference Smeets F, Lataster T, Dominguez MD, Hommes J, Lieb R, Wittchen HU, Van Os J. Evidence that onset of psychosis in the population reflects early hallucinatory experiences that through environmental risks and affective dysregulation become complicated by delusions. Schizophr Bull. 2012;38(3):531–42.CrossRefPubMed Smeets F, Lataster T, Dominguez MD, Hommes J, Lieb R, Wittchen HU, Van Os J. Evidence that onset of psychosis in the population reflects early hallucinatory experiences that through environmental risks and affective dysregulation become complicated by delusions. Schizophr Bull. 2012;38(3):531–42.CrossRefPubMed
47.
go back to reference Kramer I, Simons CJ, Wigman JT, Collip D, Jacobs N, Derom C, Thiery E, Van Os J, Myin-Germeys I, Wichers M. Time-lagged moment-to-moment interplay between negative affect and paranoia: new insights in the affective pathway to psychosis. Schizophr Bull. 2014;40(2):278–86.CrossRefPubMed Kramer I, Simons CJ, Wigman JT, Collip D, Jacobs N, Derom C, Thiery E, Van Os J, Myin-Germeys I, Wichers M. Time-lagged moment-to-moment interplay between negative affect and paranoia: new insights in the affective pathway to psychosis. Schizophr Bull. 2014;40(2):278–86.CrossRefPubMed
48.
go back to reference Trotta A, Murray RM, Fisher HL. The impact of childhood adversity on the persistence of psychotic symptoms: a systematic review and meta-analysis. Psychol Med. 2015;45(12):2481–98.CrossRefPubMed Trotta A, Murray RM, Fisher HL. The impact of childhood adversity on the persistence of psychotic symptoms: a systematic review and meta-analysis. Psychol Med. 2015;45(12):2481–98.CrossRefPubMed
49.
go back to reference European Network of National Networks studying Gene-Environment Interactions in S, Van Os J, Rutten BP, Myin-Germeys I, Delespaul P, Viechtbauer W, Van Zelst C, Bruggeman R, Reininghaus U, Morgan C, et al. Identifying gene-environment interactions in schizophrenia: contemporary challenges for integrated, large-scale investigations. Schizophr Bull. 2014;40(4):729–36.CrossRef European Network of National Networks studying Gene-Environment Interactions in S, Van Os J, Rutten BP, Myin-Germeys I, Delespaul P, Viechtbauer W, Van Zelst C, Bruggeman R, Reininghaus U, Morgan C, et al. Identifying gene-environment interactions in schizophrenia: contemporary challenges for integrated, large-scale investigations. Schizophr Bull. 2014;40(4):729–36.CrossRef
Metadata
Title
Exposure to environmental factors increases connectivity between symptom domains in the psychopathology network
Authors
Sinan Guloksuz
Martine van Nierop
Maarten Bak
Ron de Graaf
Margreet ten Have
Saskia van Dorsselaer
Nicole Gunther
Roselind Lieb
Ruud van Winkel
Hans-Ulrich Wittchen
Jim van Os
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2016
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-016-0935-1

Other articles of this Issue 1/2016

BMC Psychiatry 1/2016 Go to the issue