Skip to main navigation Skip to search Skip to main content

The importance of considering competing risks in recurrence analysis of intracranial meningioma

  • Christian Mirian
  • , Lasse Rehné Jensen
  • , Tareq A. Juratli
  • , Andrea Daniela Maier
  • , Sverre H. Torp
  • , Helen A. Shih
  • , Ramin A. Morshed
  • , Jacob S. Young
  • , Stephen T. Magill
  • , Luca Bertero
  • , Walter Stummer
  • , Dorothee Cäcilia Spille
  • , Benjamin Brokinkel
  • , Soichi Oya
  • , Satoru Miyawaki
  • , Nobuhito Saito
  • , Martin Proescholdt
  • , Yasuhiro Kuroi
  • , Konstantinos Gousias
  • , Matthias Simon
  • Jennifer Moliterno, Ricardo Prat-Acin, Stéphane Goutagny, Vikram C. Prabhu, John T. Tsiang, Johannes Wach, Erdem Güresir, Junkoh Yamamoto, Young Zoon Kim, Joo Ho Lee, Matthew Koshy, Karthikeyan Perumal, Mustafa K. Baskaya, Donald M. Cannon, Dennis C. Shrieve, Chang Ok Suh, Jong Hee Chang, Maria Kamenova, Sven Straumann, Jehuda Soleman, Ilker Y. Eyüpoglu, Tony Catalan, Austin Lui, Philip V. Theodosopoulos, Michael W. McDermott, Fang Wang, Fuyou Guo, Pedro Góes, Manoel Antonio de Paiva Neto, Aria Jamshidi, Ricardo Komotar, Michael Ivan, Evan Luther, Luis Souhami, Marie Christine Guiot, Tamás Csonka, Toshiki Endo, Olivia Claire Barrett, Randy Jensen, Tejpal Gupta, Akash J. Patel, Tiemo J. Klisch, Jun Won Kim, Francesco Maiuri, Valeria Barresi, María Dolores Tabernero, Simon Skyrman, Anders Broechner, Mathias Jacobsen Bach, Ian Law, David Scheie, Bjarne Winther Kristensen, Tina Nørgaard Munch, Torstein Meling, Kåre Fugleholm, Paul Blanche, Tiit Mathiesen
  • University of Copenhagen
  • Technische Universität Dresden
  • Harvard University
  • Norwegian University of Science and Technology
  • University of California at San Francisco
  • Northwestern University
  • Azienda Ospedaliera - Universitaria Città della Salute e della Scienza di Torino
  • University of Münster
  • Saitama Medical University
  • The University of Tokyo
  • University of Regensburg
  • Tokyo Women's Medical University
  • Athens Medical Center
  • Bielefeld University
  • Yale University
  • Hospital Universitario La Fe
  • University Paris 7 Denis Diderot
  • Loyola University Medical Center
  • Leipzig University
  • University of Occupational and Environmental Health, Japan
  • Samsung Changwon Hospital
  • Seoul National University
  • University of Illinois at Chicago
  • University of Wisconsin-Madison
  • University of Utah
  • Yonsei University
  • University of Basel
  • Miami Neuroscience Institute
  • the First Affiliated Hospital of Zhengzhou University
  • Universidade Federal de São Paulo
  • University of Miami
  • McGill University
  • University of Debrecen
  • Tohoku Medical and Pharmaceutical University
  • Infirmary Cancer Care
  • Tata Memorial Hospital
  • Baylor College of Medicine
  • Texas Children's Hospital Houston
  • University of Naples Federico II
  • University of Verona
  • Hospital Clínico Universitario de Salamanca
  • Karolinska Institutet
  • Statens Serum Institut
  • IRCCS Fondazione Istituto Neurologico Carlo Besta - Milano

Research output: Contribution to journalArticlepeer-review

Abstract

Background: The risk of recurrence is overestimated by the Kaplan–Meier method when competing events, such as death without recurrence, are present. Such overestimation can be avoided by using the Aalen-Johansen method, which is a direct extension of Kaplan–Meier that accounts for competing events. Meningiomas commonly occur in older individuals and have slow-growing properties, thereby warranting competing risk analysis. The extent to which competing events are considered in meningioma literature is unknown, and the consequences of using incorrect methodologies in meningioma recurrence risk analysis have not been investigated. Methods: We surveyed articles indexed on PubMed since 2020 to assess the usage of competing risk analysis in recent meningioma literature. To compare recurrence risk estimates obtained through Kaplan–Meier and Aalen-Johansen methods, we applied our international database comprising ~ 8,000 patients with a primary meningioma collected from 42 institutions. Results: Of 513 articles, 169 were eligible for full-text screening. There were 6,537 eligible cases from our PERNS database. The discrepancy between the results obtained by Kaplan–Meier and Aalen-Johansen was negligible among low-grade lesions and younger individuals. The discrepancy increased substantially in the patient groups associated with higher rates of competing events (older patients with high-grade lesions). Conclusion: The importance of considering competing events in recurrence risk analysis is poorly recognized as only 6% of the studies we surveyed employed Aalen-Johansen analyses. Consequently, most of the previous literature has overestimated the risk of recurrence. The overestimation was negligible for studies involving low-grade lesions in younger individuals; however, overestimation might have been substantial for studies on high-grade lesions.

Original languageEnglish
Pages (from-to)503-511
Number of pages9
JournalJournal of Neuro-Oncology
Volume166
Issue number3
DOIs
StatePublished - Feb 2024
Externally publishedYes

Keywords

  • Competing risk
  • Meningioma
  • Neuro-oncology
  • Recurrence

Fingerprint

Dive into the research topics of 'The importance of considering competing risks in recurrence analysis of intracranial meningioma'. Together they form a unique fingerprint.

Cite this