Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants
IntroductionThe prevalence of very low birth weight infants (VLBWIs) continues to rise globally. These infants face increased susceptibility to preterm-related complications and potential long-term chronic health conditions, creating significant psychological and economic burdens for their families....
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Frontiers Media S.A.
2025-07-01
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| Series: | Frontiers in Psychiatry |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1550267/full |
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| author | Liuyi Lu Yujiao Xu Xiaolong Jin |
| author_facet | Liuyi Lu Yujiao Xu Xiaolong Jin |
| author_sort | Liuyi Lu |
| collection | DOAJ |
| description | IntroductionThe prevalence of very low birth weight infants (VLBWIs) continues to rise globally. These infants face increased susceptibility to preterm-related complications and potential long-term chronic health conditions, creating significant psychological and economic burdens for their families. Mothers of VLBWIs demonstrate substantially higher risks of developing post-traumatic stress disorder (PTSD) compared to mothers of term infants. Maternal PTSD can impair psychosocial functioning, compromise therapeutic relationships, and disrupt early mother–infant bonding, with potentially lasting consequences for child development. These findings highlight the critical importance of early PTSD screening and intervention in this vulnerable population.Methods and analysisWe enrolled 352 mothers of very low birth weight infants (<1,500 g) admitted to NICUs at three hospitals in Shandong Province between September 2022 and December 2023. We identified PTSD risk factors through multivariable logistic regression and developed predictive models based on these results. Model validation included ROC analysis, calibration curves, and decision curve analysis.ResultsAmong the 352 mothers of preterm infants, the PTSD detection rate was 40.9%. Logistic regression analysis identified six independent risk factors for PTSD in mothers of VLBWIs: history of miscarriage, spousal support, illness uncertainty, neurotic personality traits, negative coping styles, and perceived social support. The nomogram model developed from these factors demonstrated excellent discriminative ability, with an area under the ROC curve of 0.969 (95% CI: 0.953–0.984). Both the Hosmer–Lemeshow goodness-of-fit test (P = 0.956) and calibration curves indicated strong agreement between predicted and observed outcomes.DiscussionUnderstanding the prevalence of PTSD among mothers of extremely low birth weight infants, identifying its independent risk factors, and developing a visual nomogram prediction model are critical for enabling early PTSD detection and facilitating clinical screening of high-risk mothers. |
| format | Article |
| id | doaj-art-ee23760cd60e4217bcf03b5fa8ef8fbc |
| institution | DOAJ |
| issn | 1664-0640 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychiatry |
| spelling | doaj-art-ee23760cd60e4217bcf03b5fa8ef8fbc2025-08-20T03:13:04ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402025-07-011610.3389/fpsyt.2025.15502671550267Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infantsLiuyi LuYujiao XuXiaolong JinIntroductionThe prevalence of very low birth weight infants (VLBWIs) continues to rise globally. These infants face increased susceptibility to preterm-related complications and potential long-term chronic health conditions, creating significant psychological and economic burdens for their families. Mothers of VLBWIs demonstrate substantially higher risks of developing post-traumatic stress disorder (PTSD) compared to mothers of term infants. Maternal PTSD can impair psychosocial functioning, compromise therapeutic relationships, and disrupt early mother–infant bonding, with potentially lasting consequences for child development. These findings highlight the critical importance of early PTSD screening and intervention in this vulnerable population.Methods and analysisWe enrolled 352 mothers of very low birth weight infants (<1,500 g) admitted to NICUs at three hospitals in Shandong Province between September 2022 and December 2023. We identified PTSD risk factors through multivariable logistic regression and developed predictive models based on these results. Model validation included ROC analysis, calibration curves, and decision curve analysis.ResultsAmong the 352 mothers of preterm infants, the PTSD detection rate was 40.9%. Logistic regression analysis identified six independent risk factors for PTSD in mothers of VLBWIs: history of miscarriage, spousal support, illness uncertainty, neurotic personality traits, negative coping styles, and perceived social support. The nomogram model developed from these factors demonstrated excellent discriminative ability, with an area under the ROC curve of 0.969 (95% CI: 0.953–0.984). Both the Hosmer–Lemeshow goodness-of-fit test (P = 0.956) and calibration curves indicated strong agreement between predicted and observed outcomes.DiscussionUnderstanding the prevalence of PTSD among mothers of extremely low birth weight infants, identifying its independent risk factors, and developing a visual nomogram prediction model are critical for enabling early PTSD detection and facilitating clinical screening of high-risk mothers.https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1550267/fullvery low birth weight infantsmotherspost-traumatic stress disorderPTSDnomogramrisk prediction |
| spellingShingle | Liuyi Lu Yujiao Xu Xiaolong Jin Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants Frontiers in Psychiatry very low birth weight infants mothers post-traumatic stress disorder PTSD nomogram risk prediction |
| title | Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants |
| title_full | Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants |
| title_fullStr | Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants |
| title_full_unstemmed | Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants |
| title_short | Construction of a visual nomogram prediction model for post-traumatic stress disorder in mothers of very low birth weight infants |
| title_sort | construction of a visual nomogram prediction model for post traumatic stress disorder in mothers of very low birth weight infants |
| topic | very low birth weight infants mothers post-traumatic stress disorder PTSD nomogram risk prediction |
| url | https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1550267/full |
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