Skull base meningioma outcome

Skull base meningioma outcome

Peritumoral edema (PTE) in skull base meningiomas correlates to the absence of an arachnoid plane and difference in outcome.

A subset of benign (WHO grade I) skull base meningiomas shows early progression/recurrence (P/R) in the first years after surgical resection.

Though various predictors of adverse postoperative outcomes among meningioma patients have been established, research has yet to develop a method for consolidating these findings to allow for predictions of adverse healthcare outcomes for patients diagnosed with skull base meningiomas.

The objective of a study was to develop three predictive algorithms that can be used to estimate an individual patient’s probability of extended length of stay (LOS), experiencing a nonroutine discharge disposition, or incurring high hospital charges following surgical resection of a skull base meningioma.

The study utilized data from patients who underwent surgical resection for skull base meningiomas at a single academic institution between 2017-2019. Multivariate logistic regression analysis was used to predict extended LOS, nonroutine discharge, and high hospital charges, and 2000 bootstrapped samples were used to calculate an optimism-corrected c-statistic. The Hosmer-Lemeshow test was used to assess model calibration, and p<0.05 was considered statistically significant.

A total of 245 patients were included in our analysis. Our cohort was majority female (77.6%) and Caucasian (62.4%). Our models predicting extended LOS, nonroutine discharge, and high hospital charges had optimism-corrected c-statistics of 0.768, 0.784, and 0.783, respectively. All models demonstrated adequate calibration (p>0.05), and were deployed an open-access, online calculator:

Following external validation, these predictive models have the potential to aid clinicians in providing patients with individualized risk-estimation for healthcare outcomes following meningioma surgery 1).

Ko et al. retrospectively investigated the preoperative CT and MR imaging features for the prediction of P/R in skull base meningiomas, with emphasis on quantitative ADC values. Only patients had postoperative MRI follow-ups for more than 1 year (at least every 6 months) were included. From October 2006 to December 2015, total 73 patients diagnosed with benign (WHO grade I) skull base meningiomas were included (median follow-up time 41 months), and 17 (23.3%) patients had P/R (median time to P/R 28 months). Skull base meningiomas with spheno-orbital location, adjacent bone invasion, high DWI, and lower ADC value/ratio were significantly associated with P/R (P < 0.05). The cut-off points of ADC value and ADC ratio for prediction of P/R are 0.83 × 10- 3 mm2/s and 1.09 respectively, with excellent area under curve (AUC) values (0.86 and 0.91) (P < 0.05). In multivariate logistic regression, low ADC values (< 0.83 × 10- 3 mm2/s) and adjacent bone invasion are high-risk factors of P/R (P < 0.05), with odds ratios of 31.53 and 17.59 respectively. The preoperative CT and MRI features for prediction of P/R offered clinically vital information for the planning of treatment in skull base meningiomas 2).


Jimenez AE, Khalafallah AM, Lam S, Horowitz MA, Azmeh O, Rakovec M, Patel P, Porras JL, Mukherjee D. Predicting High-Value Care Outcomes Following Surgery for Skull Base Meningiomas. World Neurosurg. 2021 Feb 7:S1878-8750(21)00188-1. doi: 10.1016/j.wneu.2021.02.007. Epub ahead of print. PMID: 33567369.

Ko CC, Lim SW, Chen TY, Chen JH, Li CF, Shiue YL. Prediction of progression in skull base meningiomas: additional benefits of apparent diffusion coefficient value. J Neurooncol. 2018 Jan 20. doi: 10.1007/s11060-018-2769-9. [Epub ahead of print] PubMed PMID: 29353434.
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