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March 3, 2026Scientific Reports0 citationsOpen Access

Symptom clusters and symptom network analysis of patients after anterior cervical spine surgery: a cross-sectional study

YMYao-jing MaSecond Affiliated Hospital of Zhejiang UniversitySSShao-ying ShengSecond Affiliated Hospital of Zhejiang UniversityLZLi-ming ZhengSecond Affiliated Hospital of Zhejiang University

Key Points

  • Symptom clusters reveal interrelated issues impacting recovery after anterior cervical spine surgery, suggesting complexities in patient management.
  • The analysis showed significant findings in symptom interactions, emphasizing key connections in postoperative experiences.
  • Assessing symptoms through network analysis enhances understanding of patient-reported outcomes, highlighting potential treatment areas.
  • These findings may enable healthcare providers to tailor interventions more effectively for patients following cervical spine surgery.
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Cite This Study

Ma et al. (2026) studied this question.

synapsesocial.com/papers/69a76029c6e9836116a2ca27https://doi.org/10.1038/s41598-026-38585-6
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