PTSD symptoms related to COVID-19 as a high risk factor for suicide - Key to prevention
Chiba, T.; Oka, T.; Hamamura, T.; Kobayashi, N.; Honjo, M.; Miyake, Y.; Kubo, T.; Toda, H.; Hishimoto, A.; Boku, S.; Kanazawa, T.; Kawato, M.; Cortese, A.
Show abstract
BackgroundRising rates of suicide, the most dreadful consequence of mental health effects elicited by the coronavirus pandemic (COVID-19) are cause for grave concern. However, the exact association between mental health problems and suicide remains largely unknown in relation to COVID-19. MethodsTo determine the impact of COVID-19 on suicide trajectory, we used an interrupted time-series design to analyze monthly suicides rates extracted from Japans national database. We next used mixed-effects regression models to investigate the relationship between the nationwide suicide increase in August 2020 and psychiatric states of 4,348 individuals from an online survey performed immediately before (December 2019) and during (August 2020) the pandemic. Psychiatric states included depression, anxiety, and COVID-19-related PTSD, a form of severe event-related stress. FindingsIn Japan, suicides had gradually decreased before COVID-19 ({beta} = -0{middle dot}7x10-3, t57 = -14{middle dot}2, p = 8{middle dot}6x10-46), but increased drastically after a state of emergency was declared in April 2020 ({beta} = 0{middle dot}9x10-2, t57 = 17{middle dot}3, p = 2{middle dot}3x10-67). We found that PTSD symptoms reliably predict COVID-19s impact on suicide rates ({beta} = 6{middle dot}3x10-4, t3936 = 5{middle dot}96, p = 2{middle dot}7x10-9). In contrast, depression scores are a reliable indicator of stress vulnerability (i.e. future suicide increases, {beta} = 0{middle dot}001, t3936 = 6{middle dot}6, p = 4{middle dot}5x10-11). Simulations revealed that a one-point reduction in PTSD score could decrease suicides by up to 3{middle dot}1 per ten million people per month in Japan. InterpretationPTSD symptoms may help to identify high-risk groups so as to increase efficacy of prevention policies. FundingKDDI collaborative research contract, the Innovative Science and Technology Initiative for Security (JPJ004596), ATLA and AMED (JP20dm0307008). Research in contextO_ST_ABSEvidence before this studyC_ST_ABSWe searched PubMed on December 2, 2020, for "COVID" and "suicid*" in the titles or abstracts of published articles and obtained 269 hits. No language restrictions were applied to the search. Nearly all previous articles on suicide and COVID-19 have reported simulation studies of suicide counts and rates in case studies, editorials, letters, and commentaries. To date, no study has analyzed the association between psychiatric states and suicide increases in the context of the COVID-19 pandemic. Added value of this studyTo the best of our knowledge, this is the first study reporting a concrete approach to predict suicide rate increases from psychiatric states during the COVID-19 pandemic. Our findings indicate that PTSD symptoms are a reliable surrogate endpoint of pandemic-related suicide increase. Implications of all available evidenceThis work provides a new perspective on preparing guidelines for suicide prevention. Efforts should focus on reducing PTSD severity for single individuals and populations to reduce the overall suicide risk.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Frequency of Depressive Symptoms and Suicidal Ideation Among University Students Before and After the COVID-19 Pandemic 92%
- The Impact of Psychopathology, Social Adversity and Stress-relevant DNAm on Prospective Risk for Post-traumatic Stress: A Machine Learning Approach 92%
- Which traits predict elevated distress during the Covid-19 pandemic? Results from a large, longitudinal cohort study with psychiatric patients and healthy controls 91%
Similar papers in this journal
Similar papers in this journal
- Multiple-time measurements of multidimensional psychiatric states from immediately before the COVID-19 pandemic to one year later: A longitudinal online survey of the Japanese population 94%
- A Selective Increase in OC Symptoms is Driving Information Seeking and Guideline Adherence During the Covid-19 Pandemic 92%
- Emotional Adaptation During A Crisis: Decline in Anxiety and Depression After the Initial Weeks of COVID-19 in the United States 92%
Similar papers in this journal
- Absence of nonfatal suicidal behavior preceding suicide death reveals differences in clinical risks 93%
- Differential associations between SARS-CoV-2 infection, perceived burden of the pandemic and mental health in the German population-based cohort for digital health research 90%
- DNA methylation of Nuclear Factor of Activated T Cells 1 mediates the prospective relation between exposure to different traumatic event types and post-traumatic stress disorder 90%
Similar papers in this journal
- Neuro-transcriptomic signatures for mood disorder morbidity and suicide mortality 91%
- Heterogeneity in COVID-19 Pandemic-Induced Lifestyle Stressors and Predicts Future Mental Health in Adults and Children in the US and UK 90%
- Prevalence and risk factors of internet gaming disorder and problematic internet use before and during the COVID-19 pandemic: A large online survey of Japanese adults 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.