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Network approach of mood and functional gastrointestinal symptom dynamics in relation to childhood trauma in patients with irritable bowel syndrome and comorbid panic disorder
Irritable bowel syndrome (IBS) has a high comorbidity with mental disorders. The present paper aims to visualise the interplay between IBS and affect (anxiety and mood) in daily life. Furthermore, this interplay may be different depending on risk factors such as childhood trauma. Using momentary ass...
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Published in: | Journal of psychosomatic research 2020-12, Vol.139, p.110261-110261, Article 110261 |
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description | Irritable bowel syndrome (IBS) has a high comorbidity with mental disorders. The present paper aims to visualise the interplay between IBS and affect (anxiety and mood) in daily life. Furthermore, this interplay may be different depending on risk factors such as childhood trauma.
Using momentary assessment (Experience Sampling Method), data of 24 individuals diagnosed with both IBS and panic disorder were analysed (15 non-trauma and 9 low-trauma-score patients). Networks were constructed, based on multilevel time-lagged linear regression analysis. Regression coefficients present network connections including three negative affect items (down, irritated, rushed), three positive affect items (happy, enthusiastic, cheerful), three abdominal complaints (abdominal pain, bloating, nausea) and one social item (feeling lonely). Those networks were stratified by levels of childhood trauma based on the Childhood Trauma Questionnaire.
Connections within the group of mood items and within the group of abdominal complaints were more frequent than between abdominal complaints and mood items. When data were stratified by childhood trauma, networks were different. In addition, node strengths were stronger in low-trauma than in non-trauma, although only one was significantly different (enthusiastic). Overall, there were mainly non-significant connections and a clear pattern was not visible.
A time-lagged network provides additional insight in connections between abdominal complaints and affective complaints, in patients with IBS and panic disorder, with different levels of childhood trauma. More research is needed to gain a better understanding of symptom formation and the impact of variation in context on individual symptom experiences in IBS with affective comorbidity.
Baseline data of a clinical trial: NCT01551225 (http://www.clinicaltrials.gov).
•Networks show how abdominal and mood symptoms are connected with each other over time.•Connections within these constructs were stronger than between.•Networks seem to be different depending on the level of childhood trauma.•Results need to be replicated because evidence is not fully consistent. |
doi_str_mv | 10.1016/j.jpsychores.2020.110261 |
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Using momentary assessment (Experience Sampling Method), data of 24 individuals diagnosed with both IBS and panic disorder were analysed (15 non-trauma and 9 low-trauma-score patients). Networks were constructed, based on multilevel time-lagged linear regression analysis. Regression coefficients present network connections including three negative affect items (down, irritated, rushed), three positive affect items (happy, enthusiastic, cheerful), three abdominal complaints (abdominal pain, bloating, nausea) and one social item (feeling lonely). Those networks were stratified by levels of childhood trauma based on the Childhood Trauma Questionnaire.
Connections within the group of mood items and within the group of abdominal complaints were more frequent than between abdominal complaints and mood items. When data were stratified by childhood trauma, networks were different. In addition, node strengths were stronger in low-trauma than in non-trauma, although only one was significantly different (enthusiastic). Overall, there were mainly non-significant connections and a clear pattern was not visible.
A time-lagged network provides additional insight in connections between abdominal complaints and affective complaints, in patients with IBS and panic disorder, with different levels of childhood trauma. More research is needed to gain a better understanding of symptom formation and the impact of variation in context on individual symptom experiences in IBS with affective comorbidity.
Baseline data of a clinical trial: NCT01551225 (http://www.clinicaltrials.gov).
•Networks show how abdominal and mood symptoms are connected with each other over time.•Connections within these constructs were stronger than between.•Networks seem to be different depending on the level of childhood trauma.•Results need to be replicated because evidence is not fully consistent.</description><identifier>ISSN: 0022-3999</identifier><identifier>EISSN: 1879-1360</identifier><identifier>DOI: 10.1016/j.jpsychores.2020.110261</identifier><identifier>PMID: 33038815</identifier><language>eng</language><publisher>England: Elsevier Inc</publisher><subject>Abdomen ; Abdominal pain ; Activities of daily living ; Adolescent ; Adult ; Adverse childhood experiences ; Affect - physiology ; Aged ; Anxiety ; Child ; Child abuse & neglect ; Child Abuse - psychology ; Childhood ; Childhood trauma ; Children ; Comorbidity ; Complaints ; Ecological momentary assessment ; Emotions ; Everyday life ; Fear & phobias ; Female ; Gastrointestinal Diseases - etiology ; Gastrointestinal Diseases - psychology ; Humans ; Insight ; Intestine ; Irritable bowel syndrome ; Irritable Bowel Syndrome - epidemiology ; Loneliness ; Male ; Mental disorders ; Middle Aged ; Mood ; Nausea ; Negative affect ; Negative emotions ; Networks of psychological symptoms ; Panic attacks ; Panic Disorder - etiology ; Panic Disorder - psychology ; Panic disorders ; Patient satisfaction ; Patients ; Positive affect ; Positive emotions ; Regression analysis ; Risk assessment ; Risk factors ; Social networks ; Surveys and Questionnaires ; Symptoms ; Trauma ; Young Adult</subject><ispartof>Journal of psychosomatic research, 2020-12, Vol.139, p.110261-110261, Article 110261</ispartof><rights>2020 The Author(s)</rights><rights>Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.</rights><rights>Copyright Elsevier Science Ltd. Dec 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c452t-8f0760fdb1961f87558760affb614eb343670f8cbf5f015e7fc5680caf29b6cd3</citedby><cites>FETCH-LOGICAL-c452t-8f0760fdb1961f87558760affb614eb343670f8cbf5f015e7fc5680caf29b6cd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,30999,33774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33038815$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Drukker, Marjan</creatorcontrib><creatorcontrib>Peters, Jill C.H.</creatorcontrib><creatorcontrib>Vork, Lisa</creatorcontrib><creatorcontrib>Mujagic, Zlatan</creatorcontrib><creatorcontrib>Rutten, Bart P.F.</creatorcontrib><creatorcontrib>van Os, Jim</creatorcontrib><creatorcontrib>Masclee, Ad A.M.</creatorcontrib><creatorcontrib>Kruimel, Joanna W.</creatorcontrib><creatorcontrib>Leue, Carsten</creatorcontrib><title>Network approach of mood and functional gastrointestinal symptom dynamics in relation to childhood trauma in patients with irritable bowel syndrome and comorbid panic disorder</title><title>Journal of psychosomatic research</title><addtitle>J Psychosom Res</addtitle><description>Irritable bowel syndrome (IBS) has a high comorbidity with mental disorders. The present paper aims to visualise the interplay between IBS and affect (anxiety and mood) in daily life. Furthermore, this interplay may be different depending on risk factors such as childhood trauma.
Using momentary assessment (Experience Sampling Method), data of 24 individuals diagnosed with both IBS and panic disorder were analysed (15 non-trauma and 9 low-trauma-score patients). Networks were constructed, based on multilevel time-lagged linear regression analysis. Regression coefficients present network connections including three negative affect items (down, irritated, rushed), three positive affect items (happy, enthusiastic, cheerful), three abdominal complaints (abdominal pain, bloating, nausea) and one social item (feeling lonely). Those networks were stratified by levels of childhood trauma based on the Childhood Trauma Questionnaire.
Connections within the group of mood items and within the group of abdominal complaints were more frequent than between abdominal complaints and mood items. When data were stratified by childhood trauma, networks were different. In addition, node strengths were stronger in low-trauma than in non-trauma, although only one was significantly different (enthusiastic). Overall, there were mainly non-significant connections and a clear pattern was not visible.
A time-lagged network provides additional insight in connections between abdominal complaints and affective complaints, in patients with IBS and panic disorder, with different levels of childhood trauma. More research is needed to gain a better understanding of symptom formation and the impact of variation in context on individual symptom experiences in IBS with affective comorbidity.
Baseline data of a clinical trial: NCT01551225 (http://www.clinicaltrials.gov).
•Networks show how abdominal and mood symptoms are connected with each other over time.•Connections within these constructs were stronger than between.•Networks seem to be different depending on the level of childhood trauma.•Results need to be replicated because evidence is not fully consistent.</description><subject>Abdomen</subject><subject>Abdominal pain</subject><subject>Activities of daily living</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Adverse childhood experiences</subject><subject>Affect - physiology</subject><subject>Aged</subject><subject>Anxiety</subject><subject>Child</subject><subject>Child abuse & neglect</subject><subject>Child Abuse - psychology</subject><subject>Childhood</subject><subject>Childhood trauma</subject><subject>Children</subject><subject>Comorbidity</subject><subject>Complaints</subject><subject>Ecological momentary assessment</subject><subject>Emotions</subject><subject>Everyday life</subject><subject>Fear & phobias</subject><subject>Female</subject><subject>Gastrointestinal Diseases - etiology</subject><subject>Gastrointestinal Diseases - psychology</subject><subject>Humans</subject><subject>Insight</subject><subject>Intestine</subject><subject>Irritable bowel syndrome</subject><subject>Irritable Bowel Syndrome - epidemiology</subject><subject>Loneliness</subject><subject>Male</subject><subject>Mental disorders</subject><subject>Middle Aged</subject><subject>Mood</subject><subject>Nausea</subject><subject>Negative affect</subject><subject>Negative emotions</subject><subject>Networks of psychological symptoms</subject><subject>Panic attacks</subject><subject>Panic Disorder - etiology</subject><subject>Panic Disorder - psychology</subject><subject>Panic disorders</subject><subject>Patient satisfaction</subject><subject>Patients</subject><subject>Positive affect</subject><subject>Positive emotions</subject><subject>Regression analysis</subject><subject>Risk assessment</subject><subject>Risk factors</subject><subject>Social networks</subject><subject>Surveys and Questionnaires</subject><subject>Symptoms</subject><subject>Trauma</subject><subject>Young Adult</subject><issn>0022-3999</issn><issn>1879-1360</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>7QJ</sourceid><sourceid>BHHNA</sourceid><recordid>eNqFkc2u1SAUhYnReI9XX8GQOHHSI7SFwlBv_EtudKJjQvmx1AIVqCfnqXxFqeeqiRNHhL2_vVf2WgBAjI4YYfpiPs5rPqspJpOPLWprGaOW4nvggNnAG9xRdB8cEGrbpuOcX4FHOc8IIcpb8hBcdR3qGMPkAH58MOUU01co1zVFqSYYLfQxaiiDhnYLqrgY5AK_yFxSdKGYXNxeyGe_luihPgfpncrQBZjMIncelgjV5BY97ZtKkpuXe3-tXRNKhidXJuhSckWOi4FjPJl9Y9ApevNLWkUf0-h0nQlOQe1yTNqkx-CBlUs2T-7ea_D5zetPN--a249v39-8vG1UT9rSMIsGiqweMafYsoEQVv_S2pHi3oxd39EBWaZGSyzCxAxWEcqQkrblI1W6uwbPL3urK9-2erPwLiuzLDKYuGXR9j3nhDPeV_TZP-gct1Qt2qmBYcQpIZViF0qlmHMyVqzJeZnOAiOxhypm8TdUsYcqLqHW0ad3Atvojf4z-DvFCry6AKY68t2ZJLKqPiujXTKqCB3d_1V-At9fvWc</recordid><startdate>202012</startdate><enddate>202012</enddate><creator>Drukker, Marjan</creator><creator>Peters, Jill C.H.</creator><creator>Vork, Lisa</creator><creator>Mujagic, Zlatan</creator><creator>Rutten, Bart P.F.</creator><creator>van Os, Jim</creator><creator>Masclee, Ad A.M.</creator><creator>Kruimel, Joanna W.</creator><creator>Leue, Carsten</creator><general>Elsevier Inc</general><general>Elsevier Science Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7TK</scope><scope>7U3</scope><scope>BHHNA</scope><scope>7X8</scope></search><sort><creationdate>202012</creationdate><title>Network approach of mood and functional gastrointestinal symptom dynamics in relation to childhood trauma in patients with irritable bowel syndrome and comorbid panic disorder</title><author>Drukker, Marjan ; Peters, Jill C.H. ; Vork, Lisa ; Mujagic, Zlatan ; Rutten, Bart P.F. ; van Os, Jim ; Masclee, Ad A.M. ; Kruimel, Joanna W. ; Leue, Carsten</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c452t-8f0760fdb1961f87558760affb614eb343670f8cbf5f015e7fc5680caf29b6cd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Abdomen</topic><topic>Abdominal pain</topic><topic>Activities of daily living</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Adverse childhood experiences</topic><topic>Affect - physiology</topic><topic>Aged</topic><topic>Anxiety</topic><topic>Child</topic><topic>Child abuse & neglect</topic><topic>Child Abuse - psychology</topic><topic>Childhood</topic><topic>Childhood trauma</topic><topic>Children</topic><topic>Comorbidity</topic><topic>Complaints</topic><topic>Ecological momentary assessment</topic><topic>Emotions</topic><topic>Everyday life</topic><topic>Fear & phobias</topic><topic>Female</topic><topic>Gastrointestinal Diseases - etiology</topic><topic>Gastrointestinal Diseases - psychology</topic><topic>Humans</topic><topic>Insight</topic><topic>Intestine</topic><topic>Irritable bowel syndrome</topic><topic>Irritable Bowel Syndrome - epidemiology</topic><topic>Loneliness</topic><topic>Male</topic><topic>Mental disorders</topic><topic>Middle Aged</topic><topic>Mood</topic><topic>Nausea</topic><topic>Negative affect</topic><topic>Negative emotions</topic><topic>Networks of psychological symptoms</topic><topic>Panic attacks</topic><topic>Panic Disorder - etiology</topic><topic>Panic Disorder - psychology</topic><topic>Panic disorders</topic><topic>Patient satisfaction</topic><topic>Patients</topic><topic>Positive affect</topic><topic>Positive emotions</topic><topic>Regression analysis</topic><topic>Risk assessment</topic><topic>Risk factors</topic><topic>Social networks</topic><topic>Surveys and Questionnaires</topic><topic>Symptoms</topic><topic>Trauma</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Drukker, Marjan</creatorcontrib><creatorcontrib>Peters, Jill C.H.</creatorcontrib><creatorcontrib>Vork, Lisa</creatorcontrib><creatorcontrib>Mujagic, Zlatan</creatorcontrib><creatorcontrib>Rutten, Bart P.F.</creatorcontrib><creatorcontrib>van Os, Jim</creatorcontrib><creatorcontrib>Masclee, Ad A.M.</creatorcontrib><creatorcontrib>Kruimel, Joanna W.</creatorcontrib><creatorcontrib>Leue, Carsten</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Neurosciences Abstracts</collection><collection>Social Services Abstracts</collection><collection>Sociological Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of psychosomatic research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Drukker, Marjan</au><au>Peters, Jill C.H.</au><au>Vork, Lisa</au><au>Mujagic, Zlatan</au><au>Rutten, Bart P.F.</au><au>van Os, Jim</au><au>Masclee, Ad A.M.</au><au>Kruimel, Joanna W.</au><au>Leue, Carsten</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Network approach of mood and functional gastrointestinal symptom dynamics in relation to childhood trauma in patients with irritable bowel syndrome and comorbid panic disorder</atitle><jtitle>Journal of psychosomatic research</jtitle><addtitle>J Psychosom Res</addtitle><date>2020-12</date><risdate>2020</risdate><volume>139</volume><spage>110261</spage><epage>110261</epage><pages>110261-110261</pages><artnum>110261</artnum><issn>0022-3999</issn><eissn>1879-1360</eissn><abstract>Irritable bowel syndrome (IBS) has a high comorbidity with mental disorders. The present paper aims to visualise the interplay between IBS and affect (anxiety and mood) in daily life. Furthermore, this interplay may be different depending on risk factors such as childhood trauma.
Using momentary assessment (Experience Sampling Method), data of 24 individuals diagnosed with both IBS and panic disorder were analysed (15 non-trauma and 9 low-trauma-score patients). Networks were constructed, based on multilevel time-lagged linear regression analysis. Regression coefficients present network connections including three negative affect items (down, irritated, rushed), three positive affect items (happy, enthusiastic, cheerful), three abdominal complaints (abdominal pain, bloating, nausea) and one social item (feeling lonely). Those networks were stratified by levels of childhood trauma based on the Childhood Trauma Questionnaire.
Connections within the group of mood items and within the group of abdominal complaints were more frequent than between abdominal complaints and mood items. When data were stratified by childhood trauma, networks were different. In addition, node strengths were stronger in low-trauma than in non-trauma, although only one was significantly different (enthusiastic). Overall, there were mainly non-significant connections and a clear pattern was not visible.
A time-lagged network provides additional insight in connections between abdominal complaints and affective complaints, in patients with IBS and panic disorder, with different levels of childhood trauma. More research is needed to gain a better understanding of symptom formation and the impact of variation in context on individual symptom experiences in IBS with affective comorbidity.
Baseline data of a clinical trial: NCT01551225 (http://www.clinicaltrials.gov).
•Networks show how abdominal and mood symptoms are connected with each other over time.•Connections within these constructs were stronger than between.•Networks seem to be different depending on the level of childhood trauma.•Results need to be replicated because evidence is not fully consistent.</abstract><cop>England</cop><pub>Elsevier Inc</pub><pmid>33038815</pmid><doi>10.1016/j.jpsychores.2020.110261</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Abdomen Abdominal pain Activities of daily living Adolescent Adult Adverse childhood experiences Affect - physiology Aged Anxiety Child Child abuse & neglect Child Abuse - psychology Childhood Childhood trauma Children Comorbidity Complaints Ecological momentary assessment Emotions Everyday life Fear & phobias Female Gastrointestinal Diseases - etiology Gastrointestinal Diseases - psychology Humans Insight Intestine Irritable bowel syndrome Irritable Bowel Syndrome - epidemiology Loneliness Male Mental disorders Middle Aged Mood Nausea Negative affect Negative emotions Networks of psychological symptoms Panic attacks Panic Disorder - etiology Panic Disorder - psychology Panic disorders Patient satisfaction Patients Positive affect Positive emotions Regression analysis Risk assessment Risk factors Social networks Surveys and Questionnaires Symptoms Trauma Young Adult |
title | Network approach of mood and functional gastrointestinal symptom dynamics in relation to childhood trauma in patients with irritable bowel syndrome and comorbid panic disorder |
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