TAMI-29. MR SPECTROSCOPY MEASURES OF LAC/NAA AND NAA/CHO DIFFERENTIATE SURVIVORSHIP IN PATIENTS WITH RECURRENT GLIOBLASTOMA TREATED WITH ANTI-ANGIOGENIC THERAPY

2021 ◽  
Vol 23 (Supplement_6) ◽  
pp. vi204-vi204
Author(s):  
Pratik Talati ◽  
Mohamed El-Abtah ◽  
Daniel Kim ◽  
Jorg Dietrich ◽  
Melanie Fu ◽  
...  

Abstract Patients with recurrent glioblastoma (rGBM) are often started on anti-angiogenic therapy such as bevacizumab. However, determining treatment failure using conventional MRI methods remains challenging. We prospectively collected longitudinal MR spectroscopy data in 33 patients with rGBM and quantified various metabolites including N-acetylaspartate (NAA), Choline (Cho), and Lactate (Lac). After stratifying patients by 9 month survival, we found that longer-term survivors had decreased Lac/NAA and increased NAA/Cho compared to shorter-term survivors. ROC analyses illustrated that intratumoral changes in NAA/Cho were predictive of survival at 1 day (AUC 0.92), 2 weeks (AUC 0.75), 8 weeks (AUC 0.71) and 16 weeks (AUC 0.85) but not 4 weeks (AUC 0.60). Intratumoral changes in Lac/NAA were predictive of survival at all time points tested (AUCs > 0.76 for all time points). At 8 weeks, 90% of patients with increased Lac/NAA from baseline and 88% of patients with decreased NAA/Cho did not survive 9 months. Changes in NAA/Cho and Lac/NAA may serve as early biomarkers of anti-angiogenic treatment failure.

Author(s):  
Pratik Talati ◽  
Mohamed El-Abtah ◽  
Daniel Kim ◽  
Jorg Dietrich ◽  
Melanie Fu ◽  
...  

Abstract Background Determining failure to anti-angiogenic therapy in recurrent GBM (rGBM) remains a challenge. The purpose of the study was to assess treatment response to bevacizumab-based therapy in patients with rGBM using MR spectroscopy (MRS). Methods We performed longitudinal MRI/MRS in 33 patients with rGBM to investigate whether changes in N-acetylaspartate (NAA)/Choline (Cho) and Lactate (Lac)/NAA from baseline to subsequent time points after treatment can predict early failures to bevacizumab-based therapies. Results After stratifying based on 9 month survival, longer-term survivors had increased NAA/Cho and decreased Lac/NAA levels compared to shorter-term survivors. ROC analyses for intratumoral NAA/Cho correlated with survival at 1 day, 2 weeks, 8 weeks, and 16 weeks. Intratumoral Lac/NAA ROC analyses were predictive of survival at all time points tested. At the 8 week time point, 88% of patients with decreased NAA/Cho did not survive 9 months; furthermore, 90% of individuals with an increased Lac/NAA from baseline did not survive at 9 months. No other metabolic ratios tested significantly predicted survival. Conclusions Changes in metabolic levels of tumoral NAA/Cho and Lac/NAA can serve as early biomarkers for predicting treatment failure to anti-angiogenic therapy as soon as 1 day after bevacizumab-based therapy. The addition of MRS to conventional MR methods can provide better insight into how anti-angiogenic therapy affects tumor microenvironment and predict patient outcomes.


2019 ◽  
Author(s):  
Sally Louise Jary ◽  
Marianne Thoresen ◽  
Lars Walløe ◽  
Mathias Karlsson ◽  
Miriam Martinez-Biarge ◽  
...  

Diagnostics ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 1263
Author(s):  
Samy Ammari ◽  
Raoul Sallé de Chou ◽  
Tarek Assi ◽  
Mehdi Touat ◽  
Emilie Chouzenoux ◽  
...  

Anti-angiogenic therapy with bevacizumab is a widely used therapeutic option for recurrent glioblastoma (GBM). Nevertheless, the therapeutic response remains highly heterogeneous among GBM patients with discordant outcomes. Recent data have shown that radiomics, an advanced recent imaging analysis method, can help to predict both prognosis and therapy in a multitude of solid tumours. The objective of this study was to identify novel biomarkers, extracted from MRI and clinical data, which could predict overall survival (OS) and progression-free survival (PFS) in GBM patients treated with bevacizumab using machine-learning algorithms. In a cohort of 194 recurrent GBM patients (age range 18–80), radiomics data from pre-treatment T2 FLAIR and gadolinium-injected MRI images along with clinical features were analysed. Binary classification models for OS at 9, 12, and 15 months were evaluated. Our classification models successfully stratified the OS. The AUCs were equal to 0.78, 0.85, and 0.76 on the test sets (0.79, 0.82, and 0.87 on the training sets) for the 9-, 12-, and 15-month endpoints, respectively. Regressions yielded a C-index of 0.64 (0.74) for OS and 0.57 (0.69) for PFS. These results suggest that radiomics could assist in the elaboration of a predictive model for treatment selection in recurrent GBM patients.


2008 ◽  
Vol 109 (2) ◽  
pp. 306-312 ◽  
Author(s):  
Andreas Stadlbauer ◽  
Michael Buchfelder ◽  
Christopher Nimsky ◽  
Wolfgang Saeger ◽  
Erich Salomonowitz ◽  
...  

Object The aim of this study was to correlate proton MR (1H-MR) spectroscopy data with histopathological and surgical findings of proliferation and hemorrhage in pituitary macroadenomas. Methods Quantitative 1H-MR spectroscopy was performed on a 1.5-T unit in 37 patients with pituitary macroadenomas. A point-resolved spectroscopy sequence (TR 2000 msec, TE 135 msec) with 128 averages and chemical shift selective pulses for water suppression was used. Voxel dimensions were adapted to ensure that the volume of interest was fully located within the lesion and to obtain optimal homogeneity of the magnetic field. In addition, water-unsuppressed spectra (16 averages) were acquired from the same volume of interest for eddy current correction, absolute quantification of metabolite signals, and determination of full width at half maximum of the unsuppressed water peak (FWHMwater). Metabolite concentrations of choline-containing compounds (Cho) were computed using the LCModel program and correlated with MIB-1 as a proliferative cell index from a tissue specimen. Results In 16 patients harboring macroadenomas without hemorrhage, there was a strong positive linear correlation between metabolite concentrations of Cho and the MIB-1 proliferative cell index (R = 0.819, p < 0.001). The metabolite concentrations of Cho ranged from 1.8 to 5.2 mM, and the FWHMwater was 4.4–11.7 Hz. Eleven patients had a hemorrhagic adenoma and showed no assignable metabolite concentration of Cho, and the FWHMwater was 13.4–24.4 Hz. In 10 patients the size of the lesion was too small (< 20 mm in 2 directions) for the acquisition of MR spectroscopy data. Conclusions Quantitative 1H-MR spectroscopy provided important information on the proliferative potential and hemorrhaging of pituitary macroadenomas. These data may be useful for noninvasive structural monitoring of pituitary macroadenomas. Differences in the FWHMwater could be explained by iron ions of hemosiderin, which lead to worsened homogeneity of the magnetic field.


2006 ◽  
Vol 22 (10) ◽  
pp. 1355-1359 ◽  
Author(s):  
Leonardo Vedolin ◽  
Carolina Fischinger Moura de Souza ◽  
Rogério Schwark ◽  
Bianca Lopes ◽  
Leticia Saldanha Laybauer ◽  
...  

2020 ◽  
Vol 105 (9) ◽  
pp. e37.2-e38
Author(s):  
Fatima Yaqub ◽  
Joanne Crook ◽  
John Fell

AimTo evaluate patient outcomes 2 years post switching Infliximab therapy from Infliximab originator molecule Remicade® to biosimilar Remsima®.MethodsPatients with PIBD who experienced induction with Remicade® therapy, were <18 years old at last follow-up and were receiving active treatment with Remsima® 2 years post switching were selected to be included for evaluation. Outcome measures included monitoring disease activity and treatment failure at baseline (before switching) and at selected time points up to 2 years post-switch. Disease activity was assessed looking at a range of parameters: disease activity scores; trough infliximab levels; haematological markers (HGB, platelets, WBC); LFTs (bilirubin, ALT, ALP); inflammatory markers (ESR, CRP) and faecal calprotectin levels. Patients who failed therapy were assessed for adverse reactions and infliximab antibody formation. Data was analysed with the Cochran Q test, repeated measures ANOVA test and Friedman test; with post-hoc Bonferroni and Wilcoxon Signed-Ranks tests if appropriate.ResultsData was available for 18 patients after exclusion criteria were applied. There was a significant increase in trough infliximab levels by the end of the period from an average of 5 ug/L to 12 ug/L at 2 years. The average dose/kg increased over 2 years by 1.5 mg/kg. Disease activity markers showed no changes between time points except a decrease in ALP levels from baseline to 1 year, but values remained within normal ranges. Four patients were discontinued from Remsima® due to side effects or loss of efficacy. The average time to treatment failure on Remsima® was 38 months (~19/20 doses). Three out of four patients developed infliximab antibodies, 2 of these patients went on to suffer adverse reactions; 1 exhibited joint pain which settled weeks after each infusion and the other developed an immediate infusion reaction in the form of a rash with urticaria on the 3rd infusion of Remsima®.ConclusionInfliximab biosimilars, such as Remsima®, were approved for use in PIBD by the EMA after studies in adult populations with rheumatic diseases.1 2 Induction studies have shown efficacy in PIBD but data on switching is limited and short-term.3 4 Our data shows no significant differences in clinical patient outcomes over a 2-year period in a cohort switched from Remicade® to Remsima®. In fact, a significant increase in trough infliximab levels in patients remaining on Remsima® suggests efficacy in producing therapeutic levels in PIBD patients. Increased levels may be explained by dose intensification used by the PIBD multi-disciplinary team (MDT), reflecting careful dose optimisation strategies used at this trust throughout the time period. Patients losing response were not unexpected and are likely not due to the biosimilar switch but rather due to the length of time the patients were on treatment. The small sample size and retrospective nature of this study mean larger cohort studies are required over prolonged time periods to confirm these findings. PIBD MDTs should continue to monitor patients for adverse reactions, particularly in those who develop infliximab antibodies.ReferencesPark W, Hrycaj P, Jeka S, et al. A randomised, double-blind, multicentre, parallel-group, prospective study comparing the pharmacokinetics, safety, and efficacy of CT-P13 and innovator infliximab in patients with ankylosing spondylitis: the PLANETAS study. Ann Rheum Dis 2013;72:1605–1612.Yoo DH, Hrycaj P, Miranda P, et al. Extended report: a randomised, double-blind, parallel-group study to demonstrate equivalence in efficacy and safety of CT-P13 compared with innovator infliximab when co-administered with methotrexate in patients with active rheumatoid arthritis: the PLANETRA study. Ann Rheum Dis 2013;72:1613.Sieczkowska J, Jarzębicka D, Banaszkiewicz A, et al. Switching Between Infliximab Originator and Biosimilar in Paediatric Patients with Inflammatory Bowel Disease. Preliminary Observations. J Crohn’s Colitis 2016;10:127–132.Sieczkowska J, Jarzębicka D, Meglicka M, et al. Experience with biosimilar infliximab (CT-P13) in paediatric patients with inflammatory bowel diseases. Therap Adv Gastroenterol 2016;9:729–735.


2012 ◽  
Vol 30 (15_suppl) ◽  
pp. 2010-2010 ◽  
Author(s):  
Christine Lu-Emerson ◽  
Matija Snuderl ◽  
Christian Davidson ◽  
Nathaniel D. Kirkpatrick ◽  
Yuhui Huang ◽  
...  

2010 Background: Antiangiogenic therapy is associated with increased radiographic responses in glioblastoma (GBM), but tumors invariably recur. Tumor associated macrophages (TAMs) have been proposed as a mechanism of resistance to anti-angiogenic therapy in preclinical models. To examine the role of TAMs in recurrent GBM, we analyzed autopsy specimens from patients with or without history of antiangiogenic therapy. Methods: We compared autopsy brain specimens from 17 recurrent GBM patients who received anti-angiogenic treatment and chemoradiation (AAT+) to 7 patients who received chemotherapy and/or radiotherapy without anti-angiogenic therapy, or no treatment (AAT-). TAMs were morphologically and phenotypically identified with flow cytometry and immunohistochemistry (IHC) with CD68, CD11b, CD14, and CD163 markers. All specimens were obtained from the Department of Pathology at Massachusetts General Hospital and clinical information gained through review of the patients’ records. Results: Using flow cytometry, we observed an increase in CD11b+CD14+ cells in the AAT+ patients compared to AAT- patients. Using IHC analysis, we observed a significant increase in CD68+ macrophages in the tumor bulk (p<0.01) and infiltrative areas (p<0.05) in AAT+ versus AAT- patients. We also observed a significant increase in CD11b+ myeloid cells in the tumor bulk (p<0.01) and a significant increase in CD163+ cells in the infiltrative areas (p<0.05) in the AAT+ group. Finally, we noted a trend toward an increase in CD163+ cells in the tumor bulk (p=0.087) in the AAT+ versus the AAT- patients. Conclusions: Patients with recurrent GBM after antiangiogenic therapy showed a significant increase in CD68+ TAMs and in CD11b+ cells in the tumor bulk. Additionally, antiangiogenic treatment induced an increase in CD68+ and CD163+ TAMs in the infiltrative region. These data indicate that TAMs may participate in escape from antiangiogenic therapy and may represent a future therapeutic target in recurrent GBM.


2013 ◽  
Vol 106 ◽  
pp. S386
Author(s):  
O. Kozak ◽  
V. Zvigun ◽  
O. Trembach ◽  
V. Matveichuk ◽  
B. Sorokin ◽  
...  

2011 ◽  
Vol 13 (4) ◽  
pp. 401-409 ◽  
Author(s):  
B. M. Ellingson ◽  
T. F. Cloughesy ◽  
A. Lai ◽  
P. L. Nghiemphu ◽  
P. S. Mischel ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document