Symptom structure of PTSD and co-morbid depressive symptoms – a network analysis of combat veteran patients

• Published in: Psychological medicine Vol. 50; no. 13; pp. 2154 - 2170
• Main Authors: Lazarov, Amit, Suarez-Jimenez, Benjamin, Levi, Ofir, Coppersmith, Daniel D. L., Lubin, Gadi, Pine, Daniel S., Bar-Haim, Yair, Abend, Rany, Neria, Yuval
• Format: Journal Article
• Language: English
• Published: Cambridge, UK Cambridge University Press 01.10.2020
• Subjects: Adult; Armor; Clustering; Combat experience; Comorbidity; Depressive Disorder, Major - diagnosis; Depressive Disorder, Major - psychology; Diagnosis, Differential; Health services utilization; Help seeking behavior; Humans; Israel; Male; Mental depression; Mental disorders; Middle Aged; Network analysis; Original Articles; Patients; Post traumatic stress disorder; Psychiatric Status Rating Scales; Psychological trauma; Psychopathology; Reliability; Reminders; Reproducibility of Results; Sample size; Self report; Stress Disorders, Post-Traumatic - diagnosis; Stress Disorders, Post-Traumatic - psychology; Trauma; Traumatic life events; Veterans; Veterans - psychology; Young Adult; Israel; veterans; network analysis; combat-related trauma; depressive symptoms; Post-traumatic stress disorder
• ISSN: 0033-2917; 1469-8978
• DOI: 10.1017/S0033291719002034

Despite extensive research, symptom structure of posttraumatic stress disorder (PTSD) is highly debated. The network approach to psychopathology offers a novel method for understanding and conceptualizing PTSD. However, extant studies have mainly used small samples and self-report measures among sub-clinical populations, while also overlooking co-morbid depressive symptoms. PTSD symptom network topology was estimated in a sample of 1489 treatment-seeking veteran patients based on a clinician-rated PTSD measure. Next, clinician-rated depressive symptoms were incorporated into the network to assess their influence on PTSD network structure. The PTSD-symptom network was then contrasted with the network of 306 trauma-exposed (TE) treatment-seeking patients not meeting full criteria for PTSD to assess corresponding network differences. Finally, a directed acyclic graph (DAG) was computed to estimate potential directionality among symptoms, including depressive symptoms and daily functioning. The PTSD symptom network evidenced robust reliability. Flashbacks and getting emotionally upset by trauma reminders emerged as the most central nodes in the PTSD network, regardless of the inclusion of depressive symptoms. Distinct clustering emerged for PTSD and depressive symptoms within the comorbidity network. DAG analysis suggested a key triggering role for re-experiencing symptoms. Network topology in the PTSD sample was significantly distinct from that of the TE sample. Flashbacks and psychological reactions to trauma reminders, along with their strong connections to other re-experiencing symptoms, have a pivotal role in the clinical presentation of combat-related PTSD among veterans. Depressive and posttraumatic symptoms constitute two separate diagnostic entities, but with meaningful between-disorder connections, suggesting two mutually-influential systems.