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Overall survival across registry-defined biopsy and registry-defined STR categories in glioblastoma: a population-based matched and weighted SEER study
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  • Published: 24 April 2026

Overall survival across registry-defined biopsy and registry-defined STR categories in glioblastoma: a population-based matched and weighted SEER study

  • Junwen Wang1,
  • Dianmei Yang2,
  • Yanxiang Xiao3,
  • Shuai Jin3,
  • Haorui Zhang4,
  • Hao Yin5,
  • Bing Xiong5,
  • Chouzhong Li5,
  • Wen Liu5,
  • Guoqiang Han5,
  • Yiming Wang6 na1,
  • Beijin Yao5 na1 &
  • …
  • Haiwang Zhang5 na1 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Cancer
  • Neurology
  • Neuroscience
  • Oncology
  • Risk factors

Abstract

In glioblastoma (GBM), biopsy and subtotal resection are clinically distinct concepts, but registry datasets may not distinguish them with sufficient neurosurgical precision. We therefore evaluated whether SEER registry-defined biopsy and registry-defined STR categories were associated with overall survival (OS), while explicitly recognizing that these codes do not capture radiographic residual tumor volume, operative intent, or validated extent-of-resection definitions. Using Surveillance, Epidemiology, and End Results (SEER) data (2004–2019), GBM cases were identified (ICD-O-3: 9440, 9441, 9442). Surgery was defined by SEER code 20 (biopsy) and code 21 (registry-defined STR). The primary analysis excluded patients with survival of ≤ 1 month; sensitivity analyses included them. Propensity score matching (PSM) and stabilized inverse probability of treatment weighting (sIPTW) were used to reduce measured baseline imbalance. Survival was assessed with Kaplan–Meier analysis and Cox proportional hazards models. Of 10,359 patients, 4,774 were coded as biopsy and 5,585 as registry-defined STR. In the unadjusted cohort, registry-defined STR was associated with better OS in univariable analysis (HR 0.951, 95% CI 0.912–0.991; P = 0.017), but this association was not significant after multivariable adjustment (HR 1.010, 95% CI 0.968–1.054; P = 0.645). Similar non-significant findings were observed in the PSM cohort (HR 1.029, 95% CI 0.978–1.083; P = 0.268) and the sIPTW-weighted cohort (HR 1.008, 95% CI 0.962–1.056; P = 0.726). Sensitivity analyses yielded consistent results. Within SEER registry-coded surgical categories, registry-defined STR was not associated with an adjusted OS difference versus biopsy in patients with GBM. However, because SEER cannot reliably distinguish these procedures as clinically validated surgical entities, the findings should be interpreted primarily as a registry-coding analysis with limited surgical interpretability, rather than as evidence that biopsy and registry-defined STR are equivalent strategies in practice. Future studies with postoperative imaging-based extent-of-resection measures and richer clinical, molecular, radiographic, and functional data are needed.

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Acknowledgements

We express our gratitude to the SEER database for offering high-quality data freely accessible to researchers. The data utilized in this study can be downloaded from the SEER database or obtained by contacting the corresponding author.

Funding

This study was supported by , Science and Technology Fund of Guizhou Provincial Health Commission(gzwkj2024-025, ZH), Guizhou Provincial Department of Science and Technology’s Basic Research Project (Qiankehe Basic -ZK[2024] General 459, ZH), Guizhou Provincial People’s Hospital Fund (Institutional Talent Project [2023]-21, ZH), and Guizhou Provincial Clinical Medical Research Center Construction Project - Neurological Disease Research (No: LCZX[2025]003).

Author information

Author notes
  1. Yiming Wang, Beijin Yao and Haiwang Zhang contributed equally to this work.

Authors and Affiliations

  1. Department of Physical and Mental Diseases, The Second People’s Hospital of Guiyang, Guiyang, 550023, China

    Junwen Wang

  2. Department of Endocrinology and Metabolism, Affiliated Hospital of Guizhou Medical University, Guiyang, China

    Dianmei Yang

  3. School of Biology and Engineering (School of Health Medicine Modern Industry), Guizhou Medical University, Guiyang, China

    Yanxiang Xiao & Shuai Jin

  4. Department of Physiology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada

    Haorui Zhang

  5. Department of Neurosurgery, Guizhou Provincial People’s Hospital, No.83, Zhongshan East Road, Nanming District, Guiyang, 550002, China

    Hao Yin, Bing Xiong, Chouzhong Li, Wen Liu, Guoqiang Han, Beijin Yao & Haiwang Zhang

  6. Department of Psychiatry, Affiliated Hospital of Guizhou Medical University, 28 Guimedi Street, Guiyang, China

    Yiming Wang

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  1. Junwen Wang
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Corresponding authors

Correspondence to Yiming Wang, Beijin Yao or Haiwang Zhang.

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Wang, J., Yang, D., Xiao, Y. et al. Overall survival across registry-defined biopsy and registry-defined STR categories in glioblastoma: a population-based matched and weighted SEER study. Sci Rep (2026). https://doi.org/10.1038/s41598-026-49501-3

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  • Received: 04 May 2025

  • Accepted: 15 April 2026

  • Published: 24 April 2026

  • DOI: https://doi.org/10.1038/s41598-026-49501-3

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Keywords

  • Glioblastoma
  • Registry-defined STR
  • Biopsy
  • PSM
  • sIPTW
  • SEER
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