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When emotions hurt: negative interpretations of bodily signals and interoceptive difficulties in fibromyalgia.

Code ↔ Paper

1 match between paragraphs of the paper and lines of its authors' code, computed by the harvester (lexical-v1). Click a colored paragraph or line to see its counterpart.

The 1 match
  1. [1] § Study 1 › Data analyses › Body coverage ↔ WP1 - Behavioural project/emBODY and interoception/PAID embody analysis.m, lines 275–354 · score 0.55 · pain today, PPP, coverage, painted, body, pixels

Paper

Loaded from Europe PMC by your browser, not stored by OSCR: doi.org · Europe PMC

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The authors' code

MATLAB · 921 lines · 28 KB · no license · 1 match

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It can be read at the source: WP1 - Behavioural project/emBODY and interoception/PAID embody analysis.m.

Overview

Authors: Aleksandra M Herman1,2,3, Julia Szczawińska1, Carolyn Berryman2,4,5,6, Tasha R Stanton2,3
  1. Laboratory of Brain Imaging, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Pasteur 3 St, Warsaw, Poland
  2. IIMPACT in Health, Adelaide University, Adelaide, South Australia Australia
  3. Persistent Pain Research Group, Hopwood Centre for Neurobiology, Lifelong Health Theme, South Australian Health and Medical Research Institute (SAHMRI), Adelaide, South Australia Australia
  4. Brain Stimulation, Imaging and Cognition Research Group, College of Health, Adelaide University, Adelaide, SA Australia
  5. Hopwood Centre for Neurobiology, South Australian Health and Medical Research Institute, Adelaide, SA Australia
  6. Women’s and Children’s Hospital, Adelaide, SA Australia
Journal: Psychological research, volume 90, issue 4, article 125
Dates: received 4 February 2026; accepted 25 June 2026; published online 2 July 2026; in print 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1007/s00426-026-02341-2 · PMID 42390617 · PMCID PMC13328158 · OpenAlex W7167021962
Open access: hybrid, a free copy (OpenAlex)
Status: code verified
Categories: human (organism), pain (population), cognitive (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Preprocessing, Connectivity, Physiology & signal measures
MeSH: Affective Symptoms*, Awareness*, Emotions*, Fibromyalgia*, Interoception*, Pain*, Adult, Cross-Sectional Studies, Female, Humans, Male, Middle Aged (* major topic)
Topic: Fibromyalgia and Chronic Fatigue Syndrome Research (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: European Commission (101059716)
Citations: not cited yet (Europe PMC); 74 references in the paper

Abstract

People with fibromyalgia often demonstrate hypersensitivity to benign bodily signals and misattribute non-noxious physical signals as pain, suggesting alterations in body-brain communication and interoception. However, little is known about whether altered body-brain communication may extend to misattribution of emotion as pain. Here, using a cross-sectional design, we aimed to investigate how individuals with fibromyalgia perceive, identify, and interpret emotions and other bodily sensations, including pain, compared to healthy controls. Across two independent studies, individuals with fibromyalgia and age- and gender-matched pain-free controls completed the emBODY task, which assesses the topography of bodily sensations experienced for different states (emotional states, neutral state, pain- and physiology-related states, fatigue). Additionally, participants completed assessments of alexithymia, bodily sensation interpretation, and interoception. In both studies, linear discriminant analysis, performed to test whether different emotions and states are associated with statistically distinct bodily patterns, indicated comparable classification accuracy of body sensation maps in the fibromyalgia group and controls. However, compared with controls, the fibromyalgia group showed higher levels of alexithymia, higher awareness of bodily signals, and more negative interpretation of ambiguous bodily sensations in daily life, together with greater self-reported interoceptive difficulties. Our findings support an amplified perception of bodily signals coupled with interoceptive difficulties in people with fibromyalgia. This raises the possibility that interventions that target perceptual retraining, and re-interpretation of bodily sensations might decrease the impact of pain and promote engagement in everyday activities for people with fibromyalgia.

Supplementary Information: The online version contains supplementary material available at https://doi.org/10.1007/s00426-026-02341-2.

Reproduced under the paper's license (CC BY), from the paper cited above.

Repository

Its files are read in the Code ↔ Paper reader above, with 1 match between paragraphs and lines of code.

OSF 4du3f

License: none: the authors keep all their rights
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Languages: MATLAB (6), R (2)
Size: 28 files, 8 scripts
Software Heritage: not checked
Found in: “Data availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Tools: Psychtoolbox (4 files), emmeans (2 files), ggplot2 (2 files), ggpubr (2 files), lme4 (2 files), tidyverse (2 files), Image Processing Toolbox (1 file), Statistics and Machine Learning Toolbox (1 file)
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
8 files, to read at the source

This repository has no license: its authors keep all rights. Read it at the source.

The paper's code and data availability statement is in the Data section.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 8 scripts, each with its path and the digest of its content;
  • 1 match between paragraphs of the paper and lines of the code (method lexical-v1);
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability

Data and analyses scripts are available via Open Science Framework (OSF): < https://osf.io/4du3f/overview?view_only=9f346447658e465f896b02275ba712f8>.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 2, 28 September 2026

  • Publisher: — → Springer Science+Business Media

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 4 authors, 12 MeSH terms, 1 funder, 61 references.

Cite

This paper

Herman, A. M., Szczawińska, J., Berryman, C., & Stanton, T. R. (2026). When emotions hurt: negative interpretations of bodily signals and interoceptive difficulties in fibromyalgia. Psychological research, 90(4), 125. https://doi.org/10.1007/s00426-026-02341-2

BibTeX

@article{herman2026when,
author = {Herman, Aleksandra M and Szczawińska, Julia and Berryman, Carolyn and Stanton, Tasha R},
title = {{When emotions hurt: negative interpretations of bodily signals and interoceptive difficulties in fibromyalgia}},
journal = {Psychological research},
year = {2026},
month = jul,
volume = {90},
number = {4},
pages = {125},
publisher = {Springer Science+Business Media},
issn = {0340-0727},
doi = {10.1007/s00426-026-02341-2},
url = {https://doi.org/10.1007/s00426-026-02341-2},
pmid = {42390617},
pmcid = {PMC13328158}
}

RIS

TY - JOUR
AU - Herman, Aleksandra M
AU - Szczawińska, Julia
AU - Berryman, Carolyn
AU - Stanton, Tasha R
TI - When emotions hurt: negative interpretations of bodily signals and interoceptive difficulties in fibromyalgia
T2 - Psychological research
J2 - Psychol Res
PY - 2026
DA - 2026/07/02
VL - 90
IS - 4
SP - 125
SN - 0340-0727
PB - Springer Science+Business Media
DO - 10.1007/s00426-026-02341-2
UR - https://doi.org/10.1007/s00426-026-02341-2
LA - en
ER -

CSL-JSON

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