scholarly journals Contrast Enhancing Pattern on Pre-Treatment MRI predicts Response to Anti-Angiogenic Treatment in Recurrent Glioblastoma: Comparison of Bevacizumab and Temozolomide Treatment

Author(s):  
Hye Hyeon Moon ◽  
Ji Eun Park ◽  
Young-Hoon Kim ◽  
Jeong Hoon Kim ◽  
Ho Sung Kim

Abstract Objective: To evaluate the value of the contrast enhancing pattern on pre-treatment MRI for predicting the response to anti-angiogenic treatment in patients with IDH-wild type recurrent glioblastoma.Methods: This retrospective study enrolled 65 patients with IDH wild-type recurrent glioblastoma who received standard therapy and then received either bevacizumab (46 patients) or temozolomide (19 patients) as a secondary treatment. The contrast enhancing pattern on pre-treatment MRI was visually analyzed and dichotomized into contrast enhancing lesion (CEL) dominant and non-enhancing lesion (NEL) dominant types. Quantitative volumetric analysis was used to support the dichotomization. The Kaplan-Meier method and Cox proportional hazards regression analysis were used to stratify progression free survival (PFS) according to the treatment in the entire patients, CEL dominant group, and NEL dominant group.Results: In all patients, the PFS of those treated with bevacizumab was not significantly different from those treated with temozolomide (log-rank test, P=.96). When the contrast enhancing pattern was considered, bevacizumab was associated with longer PFS in the CEL dominant group (P=.031), whereas temozolomide showed longer PFS in the NEL dominant group (P=.022). Quantitative analysis revealed cut-offs for the proportion of solid-enhancing tumor of 13.7% for the CEL dominant group and 4.3% for the NEL dominant group. Conclusions: Patients with the CEL dominant type showed a better treatment response to bevacizumab, whereas NEL dominant types showed a better response to temozolomide. The contrast enhancing pattern on pre-treatment MRI can be used to stratify patients with IDH wild-type recurrent glioblastoma according to the effect of anti-angiogenic treatment.

2020 ◽  
Vol 38 (15_suppl) ◽  
pp. 2559-2559 ◽  
Author(s):  
Nazanin Majd ◽  
Heather Y. Lin ◽  
Ying Yuan ◽  
Kristin Alfaro-Munoz ◽  
Kathy Hunter ◽  
...  

2559 Background: Neoadjuvant pembrolizumab improved outcome of patients with recurrent Glioblastoma (GBM) in two early phase clinical trials. However, several large phase II/III studies in patients with newly diagnosed and recurrent GBM failed to demonstrate a therapeutic benefit of anti-PD-1 therapy. Therefore, identification of biomarkers of response is crucial for appropriate patient selection and further clinical development of anti-PD-1 therapy. We reported the outcome of our window-of-opportunity clinical trial of neoadjuvant pembrolizumab in 15 patients with recurrent GBM, demonstrating rare CD8+ T cells and abundant of CD68+ macrophages in GBM tissue after 3 weeks of anti-PD-1 treatment (NCT02337686). In the current study, we compared tumor infiltrating lymphocyte (TIL) and PD-L1 scores, known biomarkers of response to anti-PD-1 therapy in other cancers, in pre-trial vs. on-trial tumor tissue and associated these markers with survival. Methods: We determined TIL score (morphological assessment of the presence or absence of TILs, 0-3) and PD-L1 H score (defined as [1*1+ %]+[2*2+ %]+[3*3+ %], 0-200) and correlated these with survival. The Wilcoxon signed rank test was used to compare levels of PD-L1 H or TIL scores between pre-trial and on-trial specimens. The Cox proportional hazards models were used to assess associations between correlative markers and progression free survival or overall survival (OS). Results: The on-trial TIL level (median: 3) was significantly higher than the pre-trial TIL level (median: 1) (p = 0.031). However the difference between pre-trial and on-trial PD-L1 levels was not statistically significant (p > 0.9). Patients whose on-trial PD-L1 H score was ≥ 3 trended toward a longer OS than those with a PD-L1 H score < 3 (HR [95% CI] = 0.225 [0.043, 1.183]) (p = 0.0782). Conclusions: Although GBM tissue lacks abundant T cells, treatment with pembrolizumab increases trafficking of T cells to the tumor microenvironment, which is necessary but not sufficient to induce an effector T-cell response. Elevated PD-L1 expression may be a biomarker of response to anti-PD1 therapy in GBM, which needs confirmation in larger studies. Further genomic, transcriptomic, and methylation profiling of the pre-trial and on-trial tissues is ongoing. Clinical trial information: NCT02337686 .


2020 ◽  
Vol 2 (1) ◽  
Author(s):  
Kyle W Singleton ◽  
Alyx B Porter ◽  
Leland S Hu ◽  
Sandra K Johnston ◽  
Kamila M Bond ◽  
...  

Abstract Background Accurate assessments of patient response to therapy are a critical component of personalized medicine. In glioblastoma (GBM), the most aggressive form of brain cancer, tumor growth dynamics are heterogenous across patients, complicating assessment of treatment response. This study aimed to analyze days gained (DG), a burgeoning model-based dynamic metric, for response assessment in patients with recurrent GBM who received bevacizumab-based therapies. Methods DG response scores were calculated using volumetric tumor segmentations for patients receiving bevacizumab with and without concurrent cytotoxic therapy (N = 62). Kaplan–Meier and Cox proportional hazards analyses were implemented to examine DG prognostic relationship to overall (OS) and progression-free survival (PFS) from the onset of treatment for recurrent GBM. Results In patients receiving concurrent bevacizumab and cytotoxic therapy, Kaplan–Meier analysis showed significant differences in OS and PFS at DG cutoffs consistent with previously identified values from newly diagnosed GBM using T1-weighted gadolinium-enhanced magnetic resonance imaging (T1Gd). DG scores for bevacizumab monotherapy patients only approached significance for PFS. Cox regression showed that increases of 25 DG on T1Gd imaging were significantly associated with a 12.5% reduction in OS hazard for concurrent therapy patients and a 4.4% reduction in PFS hazard for bevacizumab monotherapy patients. Conclusion DG has significant meaning in recurrent therapy as a metric of treatment response, even in the context of anti-angiogenic therapies. This provides further evidence supporting the use of DG as an adjunct response metric that quantitatively connects treatment response and clinical outcomes.


2009 ◽  
Vol 27 (15_suppl) ◽  
pp. 4022-4022
Author(s):  
D. Yang ◽  
A. Pohl ◽  
W. Zhang ◽  
G. Lurje ◽  
Y. Ning ◽  
...  

4022 Background: EPIC, a multinational phase III clinical trial with IR + CB vs IR alone in mCRC pts in the second-line setting after failure of FOLFOX demonstrated a benefit for IR+CB in progression-free survival (PFS) and response rate (RR). We evaluated functional germline polymorphisms involved in the EGFR- (EGF, EGFR), angiogenesis- (VEGF, IL-8, CXCR-2) - and drug- metabolism related genes (UGT1A1, MTHFR) for their potential role as molecular predictors for clinical outcome in pts treated with CB/IR vs. IR alone. Methods: DNA was extracted from all available formalin-fixed paraffin-embedded tumor samples from the phase III EPIC trial (US sites only). Genotyping was performed using PCR-RFLP assays and 5’ -end [g-33P] ATP’ labeled PCR-protocols. Results: 186 pts were treated either with IR/CB (arm A, 84 pts) or IR (arm B, 102 pts) only. In arm A, 11/84 pts (13%) showed CR or PR, whereas 73/84 (87%) pts had SD or PD. For arm B, 6/102 pts (6%) showed CR or PR, whereas 96/102 pts (94%) had SD or PD. Median PFS in arm A was 3.0 months (95%CI: 2.4- 4.1 months) vs 2.7 months (95%CI: 2.2–2.9 months) in arm B; median overall survival (OS) was 9.3 months (95%CI: 7.1–12.1 months) in arm A vs. 12.3 months (95%CI: 10.4- 17.9 months) in arm B. K-ras mutation status was not significantly associated with PFS or response to CB/IR in the subgroup of 186 patients. We found an EGFR-CA- repeat in intron 1 in arm A to be associated with PFS (p=0.031, log-rank test). In arm B, we found a significant association with RR (p=0.0103, Fisher's exact test) for MTHFR1298. Furthermore, MTHFR 677 (p =0.0048, log-rank test) and MTHFR 1298 (p=0.038, log-rank test) were also found to be associated with OS in arm B. In multivariate analysis, EGFR-CA-repeat was significantly associated with PFS (adjusted p= 0.023). Furthermore, MTHFR 677 and MTHFR 1298 was associated with OS (adjusted p=0.028 and 0.026, respectively, Cox-proportional hazards models), independent from K-ras mutation status, race and number of disease sites. Conclusions: Our study demonstrates the potential predictive value of polymorphisms in the EGFR- and MTHFR- gene in mCRC pts treated with IR+ CB. Further validation in additional clinical trials is necessary. [Table: see text]


2019 ◽  
Vol 37 (4_suppl) ◽  
pp. 599-599
Author(s):  
Steven Allen Buechler ◽  
Yesim Gokmen-Polar ◽  
Sunil S. Badve

599 Background: The consensus molecular subtypes (CMS1-4) partition primary colorectal cancer (CRC) into subgroups with distinct molecular characteristics. We previously reported a 20-genes ColotypeR-CMS signature that accurately defines CMS subtypes for primary CRC tumor samples. The utility of CMS subtyping in defining response to treatment of CRC metastases remains to be established. Here, we report the ability of ColotypeR scores to predict differential response to cetuximab among CMS subtypes in CRC metastases. Methods: The role of ColotypeR-CMS signature scores was assessed in CRC metastasis samples (GSE5851, N = 68, Affymetrix microarray) in predicting response to cetuximab. Progression-free survival (PFS) was the primary endpoint. The predictive significance of ColotypeR-CMS scores relative to KRAS mutation status was also studied using multivariate Cox proportional hazards models. Results: ColotypeR-CMS scores were computed in GSE5851 using the algorithm developed in primary tumor samples. Higher values of ColotypeR-CMS CMS2 score were significantly predictive of longer PFS (p = 5 x 10-5for the score test in Cox proportional hazards model; hazard ratio 0.20 (95%CI 0.09-0.44) in CRC metastases samples (GSE5851, N = 68) treated with cetuximab. PFS was independent of CMS1,3, 4 scores. KRAS wild type tumors had significantly longer PFS (p = 0.01; hazard ratio 0.49 (95%CI 0.28-0.86). In multivariate survival analysis, ColotypeR-CMS CMS2 score added to the significance of KRAS status (p = 0.012) and ColotypeR-CMS CMS2 score was predictive of longer PFS in KRAS wild type tumors (p = 0.009; hazard ratio 0.20 (95%CI 0.06-0.69)). Conclusions: We showed that in CRC metastasis samples, the ColotypeR CMS2 score was highly predictive of sensitivity to cetuximab treatment, while no increase in PFS was observed for higher values of CMS1, 3, 4 scores.


2021 ◽  
Vol 11 (8) ◽  
pp. 787
Author(s):  
Ronald Wihal Oei ◽  
Yingchen Lyu ◽  
Lulu Ye ◽  
Fangfang Kong ◽  
Chengrun Du ◽  
...  

Background: The Cox proportional hazards (CPH) model is the most commonly used statistical method for nasopharyngeal carcinoma (NPC) prognostication. Recently, machine learning (ML) models are increasingly adopted for this purpose. However, only a few studies have compared the performances between CPH and ML models. This study aimed at comparing CPH with two state-of-the-art ML algorithms, namely, conditional survival forest (CSF) and DeepSurv for disease progression prediction in NPC. Methods: From January 2010 to March 2013, 412 eligible NPC patients were reviewed. The entire dataset was split into training cohort and testing cohort in a ratio of 90%:10%. Ten features from patient-related, disease-related, and treatment-related data were used to train the models for progression-free survival (PFS) prediction. The model performance was compared using the concordance index (c-index), Brier score, and log-rank test based on the risk stratification results. Results: DeepSurv (c-index = 0.68, Brier score = 0.13, log-rank test p = 0.02) achieved the best performance compared to CSF (c-index = 0.63, Brier score = 0.14, log-rank test p = 0.38) and CPH (c-index = 0.57, Brier score = 0.15, log-rank test p = 0.81). Conclusions: Both CSF and DeepSurv outperformed CPH in our relatively small dataset. ML-based survival prediction may guide physicians in choosing the most suitable treatment strategy for NPC patients.


2009 ◽  
Vol 27 (15_suppl) ◽  
pp. 5042-5042
Author(s):  
S. Patil ◽  
R. A. Figlin ◽  
T. E. Hutson ◽  
M. D. Michaelson ◽  
S. Négrier ◽  
...  

5042 Background: Sunitinib demonstrated superior progression-free survival (PFS; the primary endpoint) over interferon-alfa (IFN-α) as first-line mRCC therapy (NEJM 2007;356:115). Median overall survival (OS) with sunitinib compared to IFN-α was: 26.4 vs. 21.8 months (HR=0.821; P=0.051 by unstratified log-rank test; Proc ASCO 2008;26, May 20 suppl; abstr 5024). An analysis of prognostic factors for OS was performed on data from this trial. Methods: 750 treatment-naïve mRCC patients were randomized 1:1 to receive sunitinib or IFN-α. By Cox proportional hazards model, selected pretreatment variables were evaluated univariately and in a multivariate model for each treatment arm. Multivariate models for each treatment arm were based on a stepwise algorithm with a type I error of 0.25 for entry and 0.15 for elimination. Further elimination was applied to identify variables significant at P<0.05. Results: In multivariate analysis of sunitinib patients, factors associated with longer OS include: interval from diagnosis to treatment ≥1 yr, ECOG PS of 0, lower corrected calcium, absence of bone metastases, lower lactic dehydrogenase (LDH), and higher hemoglobin (Hgb) ( table ). For the IFN-α treatment arm, male gender, absence of bone or lymph node metastases, lower LDH, higher Hgb, lower corrected calcium, higher neutrophil count, and interval from diagnosis to treatment ≥1 yr were associated with longer OS. Conclusions: For patients in the sunitinib treatment arm, prognostic factors identified were similar to the factors previously identified in the MSKCC risk groups (J Clin Oncol 2002;20:289). Additional prognostic factors were identified for the IFN-α arm. Further studies are warranted to independently validate these findings as well as to identify tumor-specific prognostic factors. [Table: see text] [Table: see text]


2015 ◽  
Vol 33 (3_suppl) ◽  
pp. 743-743
Author(s):  
Satoshi Yuki ◽  
Hiroshi Nakatsumi ◽  
Hideyuki Hayashi ◽  
Hiraku Fukushima ◽  
Takashi Kato ◽  
...  

743 Background: It was reported that an optimal morphologic response to preoperative chemotherapy was associated with better overall survival (OS) in patients (pts) with colorectal liver metastases (CLM). We investigated association of morphologic response with progression free survival (PFS) in pts with unresectable CLM from HGCSG0802 observational cohort study in pts with mCRC treated with first-line bevacizumab (BV)-based chemotherapy. Methods: The objective of HGCSG0802 was to evaluate PFS, OS, time to treatment failure (TTF), response rate (RR), safety, etc. The key eligibility criteria were evaluable lesions, older than 20 years old, ECOG PS 0-2. Pts with CLM underwent contrast-enhanced CT at the start and every 8-weeks of BV-based chemotherapy. In this analysis, three blinded, independent radiologists evaluated images for morphologic response, based on metastases changing from heterogeneous masses with ill-defined margins into homogeneous hypoattenuating lesions with sharp borders. Association of morphologic response and pts characteristics, RR, and PFS were evaluated. PFS was analyzed with Kaplan-Meier method, log-rank test, and Cox proportional hazards model. Results: Of 108 pts (the full analysis set), 73 pts with CLM were evaluable for morphologic criteria. Eighteen pts (24.7%) had optimal morphologic response (OR), 31 (42.5%) had incomplete (IR), and 24 (32.9%) had no response (NR). The pts characteristics between those with OR, IR and NR were generally balanced. The median TTF was 7.2 months in NR versus 7.2 months in IR versus 6.8 months in OR (HR (OR/NR) = 0.91, HR (OR/IR) = 0.90; p = 0.93). RR was 77.8% in OR versus 64.5% in IR and 58.3% in NR (p = 0.528). The median PFS was 8.3 months in NR versus 8.5 months in IR versus 9.1 months in OR (HR (OR/NR) = 0.72, HR (OR/IR) = 1.04; p = 0.420). Conclusions: In this analysis, morphologic response might not be a prognostic marker in first-line BV-based chemotherapy in pts with CLM.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e16001-e16001
Author(s):  
Yuxian Bai ◽  
Shukui Qin ◽  
Jin Li ◽  
Yanhong Deng ◽  
Lei Yang ◽  
...  

e16001 Background: The FRESCO phase 3 trial demonstrated a significant survival benefit with fruquintinib vs. placebo in the third-line or later therapy of mCRC patients. CEA levels are widely used in conjunction with imaging to monitor response to systemic therapy in patients with mCRC. Herein, we undertook post-hoc analyses of FRESCO patient data to investigate the early changes in CEA during treatment, as well as potential relationships with efficacy parameters. Methods: Patients were included if baseline CEA was abnormal according to local lab reference range. Serum CEA levels were measured at baseline and Day 1 of each cycle (except for Cycle 1). Early CEA change was analyzed at first radiological evaluation (C3D1, Week 8), CEA response was defined as ≥ 50% decrease from baseline, and CEA progression was defined as ≥ 100% increase from baseline. Overall survival (OS) and progression-free survival (PFS) were evaluated by Kaplan-Meier method; hazard ratio (HR) was estimated through Cox proportional hazards model; p-value was generated from log rank test. Results: 88.4% (245/277) and 94.9% (130/137) of patients had an abnormal baseline CEA in the fruquintinib group and placebo group, respectively. Median baseline CEA values were similar between treatment groups. After 2 cycles of treatment, the proportion of patients had CEA response was significantly higher in the fruquintinib group than placebo group (30.0% vs. 1.3%, p < 0.001). In the fruquintinib group, patients with early CEA response (n = 63) had longer median OS (12.8 vs. 7.8 months, HR = 0.45, p < 0.001) and median PFS (5.6 vs. 3.7 months, HR = 0.49, p < 0.001) than patients without (n = 147). 66.7% (140/210) of patients in fruquintinib group had stable disease (SD), and fruquintinib in those patients with concomitant CEA response exhibited a significantly greater OS benefit than with CEA progression (14.4 vs. 8.7 months, HR = 0.38, p = 0.004). Conclusions: Fruquintinib increased early CEA response. CEA response at first radiological evaluation after cycle 2 could be considered as a predictor for better OS and PFS. Among patients with SD at first evaluation, those with CEA response seems benefit more from fruquintinib. Clinical trial information: NCT02314819 .


2013 ◽  
Vol 27 (1) ◽  
pp. 31-39 ◽  
Author(s):  
Jonathan L. Rabey ◽  
Jingjing Yin ◽  
Tammy M. Kublas ◽  
Terry Mashtare ◽  
Alice C. Ceacareanu

Objectives: This study evaluated whether particular diabetes mellitus (DM), hyperlipidemia, or hypertension pharmacotherapy was associated with improved renal cell carcinoma (RCC) outcomes in diabetics with emergent RCC. Methods: All DM cases newly diagnosed with RCC at Roswell Park Cancer Institute (January 01, 2003-December 31, 2010) were included (n = 95). Baseline demographic information, clinical history, and cancer outcomes were documented after chart review. Fisher’s test was used for the analysis of categorical outcomes across different treatment groups. Univariate and multivariate analyses for the comparisons of the overall survival and progression-free survival across treatment groups were assessed using Kaplan-Meier log-rank test and Cox proportional hazards models. Results: We found that DM pharmacotherapy users, which may represent a more advanced disease as compared to those controlled by diet alone, displayed significantly greater mortality ( P = .01). Additionally, we found that cholesterol-lowering pharmacotherapy use was associated with decreased RCC mortality (hazard ratio = 0.54, P = .06). Individuals receiving combined hypertension regimens had a lower chance to present with baseline metastasis; however, hypertension pharmacotherapy use added no survival benefit. Conclusion: Reinforcing guidelines compliance for hyperlipidemia management in patients with DM may provide a considerable cancer benefit if diagnosed with RCC. Studies evaluating the need for cholesterol-lowering pharmacotherapy in guidelines-noncompliant DM cases upon RCC diagnosis are currently needed.


1999 ◽  
Vol 17 (8) ◽  
pp. 2572-2572 ◽  
Author(s):  
Eric T. Wong ◽  
Kenneth R. Hess ◽  
Mary Jo Gleason ◽  
Kurt A. Jaeckle ◽  
Athanassios P. Kyritsis ◽  
...  

PURPOSE: To determine aggregate outcomes and prognostic covariates in patients with recurrent glioma enrolled onto phase II chemotherapy trials. PATIENTS AND METHODS: Patients from eight consecutive phase II trials included 225 with recurrent glioblastoma multiforme (GBM) and 150 with recurrent anaplastic astrocytoma (AA). Their median age was 45 years (range, 15 to 82 years) and their median Karnofsky performance score was 80 (range, 60 to 100). Prognostic covariates were analyzed with respect to tumor response, progression-free survival (PFS), and overall survival (OS) by multivariate logistic and Cox proportional hazards regression analyses. RESULTS: Overall, 34 (9%) had complete or partial response, whereas 80 (21%) were alive and progression-free at 6 months (APF6). The median PFS was 10 weeks and median OS was 30 weeks. Histology was a robust prognostic factor across all outcomes. GBM patients had significantly poorer outcomes than AA patients. The APF6 proportion was 15% for GBM and 31% for AA, whereas the median PFS was 9 weeks for GBM and 13 weeks for AA. Results were also significantly poorer for patients with more than two prior surgeries or chemotherapy regimens. CONCLUSION: Histology is a dominant factor in determining outcome in patients with recurrent glioma enrolled onto phase II trials. Future trials should be designed with separate histology strata.


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