1. Systemic inflammatory markers and volume of enhancing tissue on post-contrast T1w MRI images in differentiating true tumor progression from pseudoprogression in high-grade glioma
- Author
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Camilla Satragno, Irene Schiavetti, Eugenia Cella, Federica Picichè, Laura Falcitano, Martina Resaz, Monica Truffelli, Stefano Caneva, Pietro Mattioli, Daniela Esposito, Alessio Ginulla, Claudio Scaffidi, Pietro Fiaschi, Alessandro D’Andrea, Andrea Bianconi, Gianluigi Zona, Laura Barletta, Luca Roccatagliata, Lucio Castellan, Silvia Morbelli, Matteo Bauckneht, Isabella Donegani, Paolo Nozza, Dario Arnaldi, Giulia Vidano, Flavio Gianelli, Salvina Barra, Elisa Bennicelli, and Liliana Belgioia
- Subjects
High-grade glioma ,Pseudoprogression ,Systemic Immune-Inflammation Index ,Neutrophil-Lymphocyte Ratio ,Post-contrast T1-weighted volume ,Volumetric analysis ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Background: High-grade glioma (HGG) patients post-radiotherapy often face challenges distinguishing true tumor progression (TTP) from pseudoprogression (PsP). This study evaluates the effectiveness of systemic inflammatory markers and volume of enhancing tissue on post-contrast T1 weighted (T1WCE) MRI images for this differentiation within the first six months after treatment. Material and Methods: We conducted a retrospective analysis on a cohort of HGG patients from 2015 to 2021, categorized per WHO 2016 and 2021 criteria. We analyzed treatment responses using modified RANO criteria and conducted volumetry on T1WCE and T2W/FLAIR images.Blood parameters assessed included neutrophil/lymphocyte ratio (NLR), systemic immune-inflammation index (SII), and systemic inflammation response index (SIRI). We employed Chi-square, Fisher’s exact test, and Mann-Whitney U test for statistical analyses, using log-transformed predictors due to multicollinearity. A Cox regression analysis assessed the impact of PsP- and TTP-related factors on overall survival (OS). Results: The cohort consisted of 39 patients, where 16 exhibited PsP and 23 showed TTP. Univariate analysis revealed significantly higher NLR and SII in the TTP group [NLR: 4.1 vs 7.3, p = 0.002; SII 546.5 vs 890.5p = 0.009]. T1WCE volume distinctly differentiated PsP from TTP [2.2 vs 11.7, p
- Published
- 2024
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