Disentangling the effects of PTSD from Gulf War Illness in male veterans via a systems-wide analysis of immune cell, cytokine, and symptom measures

被引:3
作者
Sultana, Esha [1 ,2 ]
Shastry, Nandan [1 ,2 ]
Kasarla, Rishabh [1 ,2 ]
Hardy, Jacob [1 ,2 ]
Collado, Fanny [3 ,4 ]
Aenlle, Kristina [1 ,3 ,4 ]
Abreu, Maria [1 ,3 ,4 ]
Sisson, Emily [5 ]
Sullivan, Kimberly [5 ]
Klimas, Nancy [1 ,3 ,4 ]
Craddock, Travis J. A. [1 ,2 ,3 ,6 ]
机构
[1] Nova Southeastern Univ, Inst Neuroimmune Med, Ft Lauderdale Davie, FL 33314 USA
[2] Nova Southeastern Univ, Dept Psychol & Neurosci, Ft Lauderdale Davie, FL 33314 USA
[3] Nova Southeastern Univ, Dept Clin Immunol, Ft Lauderdale Davie, FL 33314 USA
[4] Miami Vet Affairs Med Ctr, Miami, FL 33125 USA
[5] Boston Univ, Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02118 USA
[6] Nova Southeastern Univ, Dept Comp Sci, Ft Lauderdale Davie, FL 33314 USA
关键词
Gulf War Illness; Post-traumatic stress disorder; Cytokine signalling; Flow cytometry; Correlation networks; Complete blood count; Subtyping; Trauma; Symptom presentation; POSTTRAUMATIC-STRESS-DISORDER; ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME; HEALTH SURVEY SF-36; IMMUNOLOGICAL ABNORMALITIES; HEART-RATE; BLOOD; EXERCISE; INFLAMMATION; ASSOCIATION; INTERLEUKIN-15;
D O I
10.1186/s40779-023-00505-4
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background One-third of veterans returning from the 1990-1991 Gulf War reported a myriad of symptoms including cognitive dysfunction, skin rashes, musculoskeletal discomfort, and fatigue. This symptom cluster is now referred to as Gulf War Illness (GWI). As the underlying mechanisms of GWI have yet to be fully elucidated, diagnosis and treatment are based on symptomatic presentation. One confounding factor tied to the illness is the high presence of post-traumatic stress disorder (PTSD). Previous research efforts have demonstrated that both GWI and PTSD are associated with immunological dysfunction. As such, this research endeavor aimed to provide insight into the complex relationship between GWI symptoms, cytokine presence, and immune cell populations to pinpoint the impact of PTSD on these measures in GWI.Methods Symptom measures were gathered through the Multidimensional fatigue inventory (MFI) and 36-item short form health survey (SF-36) scales and biological measures were obtained through cytokine & cytometry analysis. Subgrouping was conducted using Davidson Trauma Scale scores and the Structured Clinical Interview for Diagnostic and statistical manual of mental disorders (DSM)-5, into GWI with high probability of PTSD symptoms (GWIH) and GWI with low probability of PTSD symptoms (GWIL). Data was analyzed using Analysis of variance (ANOVA) statistical analysis along with correlation graph analysis. We mapped correlations between immune cells and cytokine signaling measures, hormones and GWI symptom measures to identify patterns in regulation between the GWI(H), GWI(L), and healthy control groups.Results GWI with comorbid PTSD symptoms resulted in poorer health outcomes compared with both Healthy control (HC) and the GWI(L) subgroup. Significant differences were found in basophil levels of GWI compared with HC at peak exercise regardless of PTSD symptom comorbidity (ANOVA F = 4.7, P = 0.01,) indicating its potential usage as a biomarker for general GWI from control. While the unique identification of GWI with PTSD symptoms was less clear, the GWI(L) subgroup was found to be delineated from both GWI(H) and HC on measures of IL-15 across an exercise challenge (ANOVA F > 3.75, P < 0.03). Additional differences in natural killer (NK) cell numbers and function highlight IL-15 as a potential biomarker of GWI in the absence of PTSD symptoms.Conclusion We conclude that disentangling GWI and PTSD by defining trauma-based subgroups may aid in the identification of unique GWI biosignatures that can help to improve diagnosis and target treatment of GWI more effectively.
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页数:15
相关论文
共 112 条
[1]   Diminished vagal activity and blunted diurnal variation of heart rate dynamics in posttraumatic stress disorder [J].
Agorastos, Agorastos ;
Boel, Judith A. ;
Heppner, Pia S. ;
Hager, Torben ;
Moeller-Bertram, Tobias ;
Haji, Uzair ;
Motazedi, Arame ;
Yanagi, Matthew A. ;
Baker, Dewleen G. ;
Stiedl, Oliver .
STRESS-THE INTERNATIONAL JOURNAL ON THE BIOLOGY OF STRESS, 2013, 16 (03) :300-310
[2]  
[Anonymous], 2013, DIAGN STAT MAN MENT
[3]   Modeling Neuroimmune Interactions in Human Subjects and Animal Models to Predict Subtype-Specific Multidrug Treatments for Gulf War Illness [J].
Arias, Francisco J. Carrera ;
Aenlle, Kristina ;
Abreu, Maria ;
Holschbach, Mary A. ;
Michalovicz, Lindsay T. ;
Kelly, Kimberly A. ;
Klimas, Nancy ;
O'Callaghan, James P. ;
Craddock, Travis J. A. .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (16)
[4]   Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: The Human Herpesviruses Are Back! [J].
Ariza, Maria Eugenia .
BIOMOLECULES, 2021, 11 (02) :1-17
[5]   Altered lipid peroxidation markers are related to post-traumatic stress disorder (PTSD) and not trauma itself in earthquake survivors [J].
Atli, Abdullah ;
Bulut, Mahmut ;
Bez, Yasin ;
Kaplan, Ibrahim ;
Ozdemir, Pinar Guzel ;
Uysal, Cem ;
Selcuk, Hilal ;
Sir, Aytekin .
EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE, 2016, 266 (04) :329-336
[6]   The early detection of anaemia and aetiology prediction through the modelling of red cell distribution width (RDW) in cross-sectional community patient data [J].
Badrick, Tony ;
Richardson, Alice M. ;
Arnott, Ashley ;
Lidbury, Brett A. .
DIAGNOSIS, 2015, 2 (03) :171-179
[7]   Biomarkers of PTSD: Neuropeptides and immune signaling [J].
Baker, Dewleen G. ;
Nievergelt, Caroline M. ;
O'Connor, Daniel T. .
NEUROPHARMACOLOGY, 2012, 62 (02) :663-673
[8]   Colorectal mucus non-invasively collected from patients with inflammatory bowel disease and its suitability for diagnostic cytology [J].
Bandaletova, Tatiana ;
Chhaya, Vivek ;
Poullis, Andrew ;
Loktionov, Alexandre .
APMIS, 2016, 124 (03) :160-168
[9]   IMMUNOLOGICAL ABNORMALITIES ASSOCIATED WITH CHRONIC FATIGUE SYNDROME [J].
BARKER, E ;
FUJIMURA, SF ;
FADEM, MB ;
LANDAY, AL ;
LEVY, JA .
CLINICAL INFECTIOUS DISEASES, 1994, 18 :S136-S141
[10]  
Binns J.H., 2008, Gulf War illness and the health of Gulf War veterans: scientific findings and recommendations