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Journal of Clinical and
            Basic Psychosomatics                                          Core depressive symptoms of peripartum women



            postpartum (postpartum depression [PPD]).  According   circumvents the limitations of conventional methods
                                                 1
            to epidemiological studies, the prevalence of PND among   by identifying the most salient symptoms of psychiatric
            women ranges from 13.3% to 19.7%.  However, according   conditions. 16-18  For example, network analysis has revealed
                                         2,3
            to a meta-analysis, the incidence of AND is higher at   that the most central symptoms in individuals diagnosed
            20.7%,  and patients in their second and third trimesters   with obsessive-compulsive disorder are compulsive
                 4
                                          1
            are particularly vulnerable to AND.  Globally, PPD is   behaviors and obsessive thoughts.  Wang et al.  applied
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                                                                                                      18
            projected to impact approximately 17.22% of women,  and   network analysis to discern shifts in the central symptoms
                                                      5
            it usually manifests within 6 weeks of childbirth.  Women   of depression and anxiety from the onset to the post-
                                                   6
            with PND face an elevated risk of self-harm and suicide as   peak period of the COVID-19 pandemic; their findings
            well as challenges in parenting and marital relationships.   highlighted the evolving central characteristics over
            The risk is particularly pronounced among women    time. Consistent with network theory, these symptoms
            who have utilized donor sperm for conception, possess   exhibit intricate causal interconnections, which are best
            restricted educational and financial means, lack sufficient   understood from a causal systems perspective.  Thus,
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            social support, and have experienced previous episodes of   the identification of network characteristics through this
            depression disorders. 1,7,8  Furthermore, PND can impact   innovative analytical instrument may yield significant
            the early brain development of infants, with effects on   clinical benefits for the diagnosis, treatment, and
            cognition becoming apparent in primary schooling.  PND   prevention of mental disorders. However, studies on PND
                                                     9
            also increases the risk of depression in the spouse,  thus   have only analyzed the relationships between specific risk
                                                     10
            placing a significant burden on families and society.  factors and depressive symptoms during pregnancy and
              PND represents a diverse clinical entity, encompassing   the postpartum period. 21,22  or have only exhibited the
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            various  subtypes  that exhibit distinct symptom profiles   network structure of depression in the second trimester.
            and onset patterns at different stages of pregnancy and   The changes in network characteristics in the different
            the  postpartum  phase. 11,12   Investigating  the  onset  timing   trimesters and postpartum period remain to be explored.
            is crucial for delineating more accurate phenotypic   The current study aimed to assess the variations in
            classifications as well as for biological and genetic studies   the depressive severity among women in their second
            of PND. For example, although PND typically emerges   trimester, third trimester, and postpartum period to better
            either in the final trimester of pregnancy or within   understand how the core symptoms of PND change over
                                            1
            the first 6  weeks following childbirth,  the underlying   time, especially during high-risk periods for depression.
            contributing factors differ. PND onset in the postpartum   Furthermore, we aimed to estimate the networks of
            period is a subtype sensitive to sex hormone fluctuations,   depressive symptoms of PND at different time periods to
            as sex hormone levels decline rapidly from high peaks after   collect evidence for the precise diagnosis and treatment
            childbirth. Conversely, PND onset in the third trimester is   of PND subtypes. In addition, we aimed to propose
            not hormone-sensitive. 13                          recommendations for enhancing the psychological well-

              The biological mechanisms underlying the variance   being of women throughout pregnancy and the postpartum
            in the central symptoms and severity of PND in different   period. This study is the first to employ network analysis
            periods of pregnancy remain to be elucidated. Previous   on a cohort of women across various pregnancy stages
            studies have only addressed the differences in depression   and the postpartum period, aiming to explore symptom
            severity between AND and PPD. 11,14  In these studies,   interactions of depression and examine symptom
            individuals from different trimesters were grouped together   evolution over time. We hypothesized that the network
            in the AND group, and the core symptoms of PND at each   characteristics of depression symptoms would change over
            stage were not clarified. Identifying the  core symptoms   the three time periods and that depression severity would
            associated with PND subtypes is essential because it can   significantly differ between the three groups.
            enhance the development of more efficacious intervention   2. Methods
            strategies.
              Employing  a  novel  network  analysis  approach  can   2.1. Participants and procedure
            provide deeper insights into the pivotal symptoms of PND   The Wenjuanxing platform (Zhongyan Network Technology
            and their interplay with other symptoms across various   Co., Shanghai, China) was utilized to facilitate an online
            time frames. Network theory posits that central symptoms,   survey. The QR code for the online survey was disseminated
            due to their extensive connections with other symptoms,   across platforms such as Intent, WeChat, and Tencent QQ.
            are instrumental in the etiology, perpetuation, and   Women aged 19–49  years who could read and operate a
            resolution of mental health disorders.  This methodology   computer or smartphone were recruited from two centers
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            Volume 2 Issue 4 (2024)                         2                               doi: 10.36922/jcbp.4089
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