Individual variation in temporal relationships between stress and functional somatic symptoms

Anne van Gils, Christopher Burton, Elisabeth H Bos, Karin A M Janssens, Robert A Schoevers, Judith G M Rosmalen

Research output: Contribution to journalArticle

20 Citations (Scopus)

Abstract

OBJECTIVE: Medically unexplained or functional somatic symptoms (FSSs) constitute a major health problem because of their high prevalence and the suffering and disability they cause. Psychosocial stress is widely believed to be a precipitating or perpetuating factor, yet there is little empirical evidence to support this notion. Prior studies mainly focused on comparing groups, which has resulted in the obscuring of temporal complexity and individual differences. The aim of this study is to elucidate the relationship between stress and FSSs over time within individual patients.

METHODS: Twenty patients (17 females, ages 29-59) with multiple, persistent FSSs were included in the study. They used electronic diaries to report stress and FSSs twice daily over the course of 12 weeks. For each individual data set, Vector autoregressive (VAR) modelling was used to investigate possible associations between daily average stress and FSSs scores.

RESULTS: In six subjects (30%), an increase in stress was followed by an increase in one or more FSSs. In three subjects (15%), an increase in FSSs was followed by an increase in stress. Additionally, negative and mixed associations were found. Only two subjects (10%) showed no cross-lagged association between stress and FSSs in either direction. We did not find specific types of symptoms to be more stress-related than others.

CONCLUSION: Although stress does not seem to be a universal predictor of FSSs, an increase in stress precedes an increase in symptoms in some individuals. Identifying these individuals using time-series analysis might contribute to a more patient-tailored treatment.

Original languageEnglish
Pages (from-to)34-39
Number of pages6
JournalJournal of Psychosomatic Research
Volume77
Issue number1
Early online date30 Apr 2014
DOIs
Publication statusPublished - Jul 2014

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Medically Unexplained Symptoms
Psychological Stress
Individuality
Health
Therapeutics
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Keywords

  • electronic diaries
  • functional somatic symptoms
  • idiographic
  • medically unexplained symptoms
  • stress
  • time-series analysis

Cite this

Individual variation in temporal relationships between stress and functional somatic symptoms. / van Gils, Anne; Burton, Christopher; Bos, Elisabeth H; Janssens, Karin A M; Schoevers, Robert A; Rosmalen, Judith G M.

In: Journal of Psychosomatic Research, Vol. 77, No. 1, 07.2014, p. 34-39.

Research output: Contribution to journalArticle

van Gils, Anne ; Burton, Christopher ; Bos, Elisabeth H ; Janssens, Karin A M ; Schoevers, Robert A ; Rosmalen, Judith G M. / Individual variation in temporal relationships between stress and functional somatic symptoms. In: Journal of Psychosomatic Research. 2014 ; Vol. 77, No. 1. pp. 34-39.
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abstract = "OBJECTIVE: Medically unexplained or functional somatic symptoms (FSSs) constitute a major health problem because of their high prevalence and the suffering and disability they cause. Psychosocial stress is widely believed to be a precipitating or perpetuating factor, yet there is little empirical evidence to support this notion. Prior studies mainly focused on comparing groups, which has resulted in the obscuring of temporal complexity and individual differences. The aim of this study is to elucidate the relationship between stress and FSSs over time within individual patients.METHODS: Twenty patients (17 females, ages 29-59) with multiple, persistent FSSs were included in the study. They used electronic diaries to report stress and FSSs twice daily over the course of 12 weeks. For each individual data set, Vector autoregressive (VAR) modelling was used to investigate possible associations between daily average stress and FSSs scores.RESULTS: In six subjects (30{\%}), an increase in stress was followed by an increase in one or more FSSs. In three subjects (15{\%}), an increase in FSSs was followed by an increase in stress. Additionally, negative and mixed associations were found. Only two subjects (10{\%}) showed no cross-lagged association between stress and FSSs in either direction. We did not find specific types of symptoms to be more stress-related than others.CONCLUSION: Although stress does not seem to be a universal predictor of FSSs, an increase in stress precedes an increase in symptoms in some individuals. Identifying these individuals using time-series analysis might contribute to a more patient-tailored treatment.",
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note = "Copyright {\circledC} 2014 Elsevier Inc. All rights reserved. Acknowledgments We would like to thank the participants for their dedication and efforts in completing the diaries. This study received no direct financial support. The original data was collected as part of a Research Training Fellowship funded by the Chief Scientist Office of National Health Service (NHS) Scotland (C.B., grant number CZF/1/22).",
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AU - Burton, Christopher

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AU - Schoevers, Robert A

AU - Rosmalen, Judith G M

N1 - Copyright © 2014 Elsevier Inc. All rights reserved. Acknowledgments We would like to thank the participants for their dedication and efforts in completing the diaries. This study received no direct financial support. The original data was collected as part of a Research Training Fellowship funded by the Chief Scientist Office of National Health Service (NHS) Scotland (C.B., grant number CZF/1/22).

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N2 - OBJECTIVE: Medically unexplained or functional somatic symptoms (FSSs) constitute a major health problem because of their high prevalence and the suffering and disability they cause. Psychosocial stress is widely believed to be a precipitating or perpetuating factor, yet there is little empirical evidence to support this notion. Prior studies mainly focused on comparing groups, which has resulted in the obscuring of temporal complexity and individual differences. The aim of this study is to elucidate the relationship between stress and FSSs over time within individual patients.METHODS: Twenty patients (17 females, ages 29-59) with multiple, persistent FSSs were included in the study. They used electronic diaries to report stress and FSSs twice daily over the course of 12 weeks. For each individual data set, Vector autoregressive (VAR) modelling was used to investigate possible associations between daily average stress and FSSs scores.RESULTS: In six subjects (30%), an increase in stress was followed by an increase in one or more FSSs. In three subjects (15%), an increase in FSSs was followed by an increase in stress. Additionally, negative and mixed associations were found. Only two subjects (10%) showed no cross-lagged association between stress and FSSs in either direction. We did not find specific types of symptoms to be more stress-related than others.CONCLUSION: Although stress does not seem to be a universal predictor of FSSs, an increase in stress precedes an increase in symptoms in some individuals. Identifying these individuals using time-series analysis might contribute to a more patient-tailored treatment.

AB - OBJECTIVE: Medically unexplained or functional somatic symptoms (FSSs) constitute a major health problem because of their high prevalence and the suffering and disability they cause. Psychosocial stress is widely believed to be a precipitating or perpetuating factor, yet there is little empirical evidence to support this notion. Prior studies mainly focused on comparing groups, which has resulted in the obscuring of temporal complexity and individual differences. The aim of this study is to elucidate the relationship between stress and FSSs over time within individual patients.METHODS: Twenty patients (17 females, ages 29-59) with multiple, persistent FSSs were included in the study. They used electronic diaries to report stress and FSSs twice daily over the course of 12 weeks. For each individual data set, Vector autoregressive (VAR) modelling was used to investigate possible associations between daily average stress and FSSs scores.RESULTS: In six subjects (30%), an increase in stress was followed by an increase in one or more FSSs. In three subjects (15%), an increase in FSSs was followed by an increase in stress. Additionally, negative and mixed associations were found. Only two subjects (10%) showed no cross-lagged association between stress and FSSs in either direction. We did not find specific types of symptoms to be more stress-related than others.CONCLUSION: Although stress does not seem to be a universal predictor of FSSs, an increase in stress precedes an increase in symptoms in some individuals. Identifying these individuals using time-series analysis might contribute to a more patient-tailored treatment.

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