Assessing symptoms of long/post COVID and chronic fatigue syndrome using the DePaul symptom questionnaire-2: a validation in a German-speaking population
BUNTIC, Nina; Jason, Leonard A.; SCHNEIDER, Jochenet al.
2024 • In Fatigue: Biomedicine, Health and Behavior, 12 (1), p. 72 - 90
Chronic fatigue syndrome; DePaul symptom questionnaire; long Covid; myalgic encephalomyelitis; post-Covid-19-Syndrome; Questionnaire Validation; Medicine (miscellaneous); Public Health, Environmental and Occupational Health; Behavioral Neuroscience
Abstract :
[en] Objective: A subset of Covid-19 survivors will develop persisting health sequelae (i.e. Long Covid/LC or Post Covid/PC) similar to Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). In the absence of a reliable biomarker to diagnose LC/PC and ME/CFS, their classification based on symptoms becomes indispensable. Hence, we translated and validated the DePaul Symptom Questionnaire−2 (DSQ-2), to offer a screening tool for the German-speaking population. Methods: A sample of healthy adults, and adults with ME/CFS and LC/PC (N = 502) completed a reduced-item version of the DSQ-2 and SF-36 questionnaire online. We performed an exploratory factor analysis, assessed construct validity, diagnostic accuracy and compared the symptom profiles of individuals with ME/CFS versus LC/PC versus healthy adults. Results: Exploratory factor analysis revealed a 10-factor solution with excellent internal consistencies. The sensitivity of the DSQ-2 was excellent. The specificity was moderate with moderate inter-rater reliability. Construct validity of the DSQ-2 was supported by strong negative correlations with physical health subscales of the SF-36. A visual comparison of the symptom profiles of individuals with ME/CFS versus LC/PC revealed a comparable pattern. Conclusion: Despite lower symptom severity, individuals with LC/PC reported significantly stronger limitations in general health and physical functioning and were more likely to meet ME/CFS diagnostic criteria with ongoing sickness duration, suggesting that ME/CFS can be considered a long-term sequela of LC/PC. This study offers a translated and validated version of the reduced-item DSQ-2 that can guide medical evaluation and aid physicians in identifying a ME/CFS-like subtype of LC/PC.
Disciplines :
Treatment & clinical psychology
Author, co-author :
BUNTIC, Nina ; University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Behavioural and Cognitive Sciences (DBCS) > Health and Behaviour
Jason, Leonard A.; Center for Community Research, DePaul University, Chicago, United States
SCHNEIDER, Jochen ; University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Medical Translational Research ; Department for Medical Translational Research, Luxembourg Centre for Systems Biomedicine, Luxembourg
SCHLESSER, Marc ; University of Luxembourg ; Faculty of Science, Technology, and Medicine, Hôpitaux Robert Schuman, Luxembourg
SCHULZ, André ; University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Behavioural and Cognitive Sciences (DBCS) > Health and Behaviour
External co-authors :
yes
Language :
English
Title :
Assessing symptoms of long/post COVID and chronic fatigue syndrome using the DePaul symptom questionnaire-2: a validation in a German-speaking population
bachelor program in psychology University of Luxembourg
Funding text :
This study was supported by the bachelor program in psychology and the Institute of Advanced Studies at the University of Luxembourg (Research Grant for the project SUMCO ‘Shared Underlying Mechanism of Post-Covid and Chronic Fatigue Syndrome–a psychoneuroendocrinological and psychoimmunological perspective’). Conceptualization, N. B. and L. J.; methodology, N. B., investigation, N. B., formal analysis, N. B., writing–original draft preparation, N. B.; writing–review and editing, L. J, J. S., M. S., and A. S. All authors have read and agreed to the published version of the manuscript.
KomaroffAL, BatemanL.Will COVID-19 lead to myalgic encephalomyelitis/chronic fatigue syndrome?Front Med; 7, Available from: https://www.frontiersin.org/articles/10.3389fmed.2020.606824.
VenkatesanP.NICE guideline on long COVID. Lancet Respir Med. 2021;9:129), doi:10.1016/S2213-2600(21)00031-X
SorianoJB, MurthyS, MarshallJC, et al.A clinical case definition of post-COVID-19 condition by a Delphi consensus. Lancet Infect Dis. 2022;22:e102–e107. doi:10.1016/S1473-3099(21)00703-9
WongTL, WeitzerDJ.Long COVID and myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS)—A systemic review and comparison of clinical presentation and symptomatology. Medicina (Mex). 2021;57:418), doi:10.3390/medicina57050418
LimE-J, AhnY-C, JangE-S, et al.Systematic review and meta-analysis of the prevalence of chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME). J Transl Med. 2020;18:100), doi:10.1186/s12967-020-02269-0
RivasJL, PalenciaT, FernándezG, et al.Association of T and NK cell phenotype With the diagnosis of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). Front Immunol. 2018;9; doi:10.3389/fimmu.2018.01028
EscorihuelaRM, CapdevilaL, CastroJR, et al.Reduced heart rate variability predicts fatigue severity in individuals with chronic fatigue syndrome/myalgic encephalomyelitis. J Transl Med. 2020;18:4), doi:10.1186/s12967-019-02184-z
RoerinkME, RoerinkSHPP, SkoludaN, et al.Hair and salivary cortisol in a cohort of women with chronic fatigue syndrome. Horm Behav. 2018;103:1–6. doi:10.1016/j.yhbeh.2018.05.016
KedorC, FreitagH, Meyer-ArndtL, et al.A prospective observational study of post-COVID-19 chronic fatigue syndrome following the first pandemic wave in Germany and biomarkers associated with symptom severity. Nat Commun. 2022;13:5104), doi:10.1038/s41467-022-32507-6
MaamarM, ArtimeA, ParienteE, et al.Post-COVID-19 syndrome, low-grade inflammation and inflammatory markers: a cross-sectional study. Curr Med Res Opin. 2022;38:901–909. doi:10.1080/03007995.2022.2042991
WallukatG, HohbergerB, WenzelK, et al.Functional autoantibodies against G-protein coupled receptors in patients with persistent Long-COVID-19 symptoms. J Transl Autoimmun. 2021;4:100100), doi:10.1016/j.jtauto.2021.100100
HohbergerB, HarrerT, MardinC, et al.Neutralization of autoantibodies targeting G-protein coupled receptors improves capillary impairment and fatigue symptoms after COVID-19 infection. Rochester (NY): Social Science Research Network; 2021; Report No.: 3879488. Available from: https://papers.ssrn.com/abstract=3879488.
LoebelM, GrabowskiP, HeideckeH, et al.Antibodies to β adrenergic and muscarinic cholinergic receptors in patients with Chronic Fatigue Syndrome. Brain Behav Immun. 2016;52:32–39. doi:10.1016/j.bbi.2015.09.013
KleinJ, WoodJ, JaycoxJ, et al. Distinguishing features of Long COVID identified through immune profiling [Internet]. Infectious Diseases (except HIV/AIDS); 2022 [cited 2022 Aug 24]. doi:10.1101/2022.08.09.22278592
NijhofSL, RuttenJMTM, UiterwaalCSPM, et al.The role of hypocortisolism in chronic fatigue syndrome. Psychoneuroendocrinology. 2014;42:199–206. doi:10.1016/j.psyneuen.2014.01.017
CanasLS, MolteniE, DengJ, et al.Profiling post-COVID syndrome across different variants of SARS-CoV-2. Health Inform. doi:10.1101/2022.07.28.22278159
KanjanaumpornJ, AeumjaturapatS, SnidvongsK, et al.Smell and taste dysfunction in patients with SARS-CoV-2 infection: A review of epidemiology, pathogenesis, prognosis, and treatment options. Asian Pac J Allergy Immunol. 2020;38:69–77.
BedreeH, SunnquistM, JasonLA.The DePaul symptom questionnaire-2: A validation study. Fatigue Biomed Health Behav. 2019;7:166–179. doi:10.1080/21641846.2019.1653471
FukudaK, StrausSE, HickieI, et al.The chronic fatigue syndrome: a comprehensive approach to its definition and study. Intern Chron Fatig Syndr Study Group Ann Intern Med. 1994;121:953–959.
Committee on the diagnostic criteria for myalgic encephalomyelitis/ChronicFatigue syndrome, board on the health of select populations, institute of medicine. beyond myalgic encephalomyelitis/chronic fatigue syndrome: redefining an illness, Washington (DC): National Academies Press (US); 2015.
CarruthersBM, van de SandeMI, De MeirleirKL, et al.Myalgic encephalomyelitis: international consensus criteria. J Intern Med. 2011;270:327–338. doi:10.1111/j.1365-2796.2011.02428.x
Measures–Leonard A. Jason [Internet]. [cited 2023 Nov 17]. Available from: https://www.leonardjason.com/cfsme_measures-2/.
CDC. Post-COVID Conditions [Internet]. Cent. Dis. Control Prev. 2022 [cited 2023 Jan 11]. Available from: https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html.
AiyegbusiOL, HughesSE, TurnerG, et al.Symptoms, complications and management of long COVID: a review. J R Soc Med. 2021;114:428–442. doi:10.1177/01410768211032850
WareJr, JE. SF-36 health survey. Use psychol test treat plan outcomes assess2nd Ed. Mahwah, NJ: Lawrence Erlbaum Associates Publishers; 1999, 1227–1246.
BeaudartC, BiverE, BruyèreO, et al.Quality of life assessment in musculo-skeletal health. Aging Clin Exp Res. 2018;30:413–418. doi:10.1007/s40520-017-0794-8
DeeringDE, FramptonCM, HornJ, et al.Health status of clients receiving methadone maintenance treatment using the SF-36 health survey questionnaire. Drug Alcohol Rev. 2004;23:273–280. doi:10.1080/09595230412331289428
Rosa-GonçalvesD, BernardesM, CostaL.Quality of life and functional capacity in patients with rheumatoid arthritis - Cross-sectional study. Reumatol Clin. 2018;14:360–366. doi:10.1016/j.reuma.2017.03.002
HornJL.A rationale and test for the number of factors in factor analysis. Psychometrika. 1965;30:179–185. doi:10.1007/BF02289447
O’connorBP.SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test. Behav Res Methods Instrum Comput. 2000;32:396–402. doi:10.3758/BF03200807
VelicerWF.Determining the number of components from the matrix of partial correlations. Psychometrika. 1976;41:321–327. doi:10.1007/BF02293557
JasonLA.Factor analysis of the DePaul SymptomQuestionnaire: identifying core domains. Open Access. 2015: 9.
VaesAW, Van HerckM, DengQ, et al.Symptom-based clusters in people with ME/CFS: an illustration of clinical variety in a cross-sectional cohort. J Transl Med. 2023;21:112), doi:10.1186/s12967-023-03946-6
JasonL, DorriJ.ME/CFS and post-exertional malaise among patients with Long-COVID. Neurol Int. 2023;15:1–11. doi:10.3390/neurolint15010001
AzcueN, Gómez-EstebanJC, AceraM, et al.Brain fog of post-COVID-19 condition and Chronic Fatigue Syndrome, same medical disorder?J Transl Med. 2022;20:569), doi:10.1186/s12967-022-03764-2
RetornazF, RebaudetS, StavrisC, et al.Long-term neuromuscular consequences of SARS-Cov-2 and their similarities with myalgic encephalomyelitis/chronic fatigue syndrome: results of the retrospective CoLGEM study. J Transl Med. 2022;20:429), doi:10.1186/s12967-022-03638-7
LattieEG, AntoniMH, FletcherMA, et al.Beyond myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) symptom severity: stress management skills are related to lower illness burden. Fatigue Biomed Health Behav. 2013;1, Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3837381/.
JasonLA, JessenT, PorterN, et al.Examining types of fatigue Among individuals with ME/CFS. Disabil Stud Q. 2009;29:9–9. doi:10.18061/dsq.v29i3.938
BrownA, JasonL, EvansM, et al.Contrasting case definitions: The ME international consensus criteria vs. the Fukuda et al. CFS Criteria. North Am J Psychol. 2013;15:103–120.