4.5 Article

Prediction of Higher Ki-67 Index in Pituitary Adenomas by Pre- and Intra-Operative Clinical Characteristics

Journal

BRAIN SCIENCES
Volume 12, Issue 8, Pages -

Publisher

MDPI
DOI: 10.3390/brainsci12081002

Keywords

influence factor; Ki-67; pituitary adenoma; blood supply; tumor aggression

Categories

Funding

  1. Scientific Research Project of Anhui Provincial Health Commission [AHWJ 2021b116]
  2. Anhui Provincial Natural Science Foundation [2008085QH421]
  3. Fundamental Research Funds for the Central Universities [WK9110000156]
  4. Key Research and Development Program of Anhui Province [202104j07020025]
  5. 2021 UniversityLevel Undergraduate Quality Engineering Project of USTC [2021xjyxm099]
  6. 2020 University-Level Undergraduate Quality Engineering Project of USTC [2020xjyxm086]
  7. Special Fund Project for Guiding Local Science and Technology Development by the Central Government [2019b07030001]

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The objective of this study was to investigate the factors influencing the prediction of the Ki-67 index in patients with pituitary adenomas (PAs). Data from 178 patients confirmed with PAs were retrospectively analyzed, and it was found that age, rich blood supply to the tumor, and erosion of the dorsum sellae bone were influencing factors for predicting the Ki-67 index. Suitable prediction models were developed and validated, providing potential for personalized treatment for PA patients.
Objective: The Ki-67 index is an indicator of the active proliferation and aggressive behavior of pituitary adenomas (PAs). Appropriate pre- and intra-operatives of the Ki-67 index can help surgeons develop better and more personalized treatment strategies for patients with PAs. This study aimed to investigate the influence factors for predicting the Ki-67 index in PAs. Methods: Data of 178 patients with PAs confirmed by pathology were retrospectively analyzed. According to the Ki-67 index, the patients were divided into the Ki-67 < 3% and Ki-67 >= 3% cohorts. Patient data, including age, sex, postoperative immunohistochemical pituitary hormone positive index, Knosp grade, tumor breaking through the sellar floor, rich blood supply to the tumor, tumor located inside the sella, erosion of the dorsum sellae bone, and pituitary-specific transcription factor, were collected. A univariate logistic analysis was used to evaluate the influence factors for a high Ki-67 index. Multiple regression and receiver operating characteristic (ROC) curve were used to analyze the factors with p < 0.05. The mutant status of Ki-67 index was predicted by nomogram. Results: Multivariate regression analysis showed that rich blood supply to the tumor and erosion of the dorsum sellae bone were independent risk factors for the Ki-67 proliferation index. The ROC curves demonstrated that age, rich blood supply to the tumor, and erosion of the dorsum sellae bone can predict the occurrence of a high Ki-67 index. Together, the three risk factors provide a stronger ability to predict the Ki-67 index. The nomogram was developed and validated. Conclusion: Age, rich blood supply to the tumor, and erosion of the dorsum sellae bone are influencing factors for predicting the Ki-67 index. Suitable nomogram prediction models were developed and validated, and there is potential for personalized treatment for PA patients.

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