Evaluation of glioblastoma tumor microenvironment after treatment with pembrolizumab.

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.


2019 ◽  
Author(s):  
Kyle W. Singleton ◽  
Alyx B. Porter ◽  
Leland S. Hu ◽  
Sandra K Johnston ◽  
Kamila M. Bond ◽  
...  

AbstractPurposeAccurate assessments of patient response to therapy are a critical component of personalized medicine. In glioblastoma multiforme (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.Experimental DesignDays Gained 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.ResultsIn patients receiving concurrent bevacizumab and cytotoxic therapy, Kaplan-Meier analysis showed significant differences in OS and PFS at previously identified DG cutoffs consistent with previous DG analyses using gadolinium-enhanced T1 weighted MR imaging. DG scores for bevacizumab monotherapy only approached significance for PFS. Cox regression showed that increases of 25 DG 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.ConclusionDays Gained 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.


2022 ◽  
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.


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]


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.


2019 ◽  
Vol 22 (4) ◽  
pp. 539-549 ◽  
Author(s):  
John de Groot ◽  
Marta Penas-Prado ◽  
Kristin Alfaro-Munoz ◽  
Kathy Hunter ◽  
Be Lian Pei ◽  
...  

Abstract Background We sought to ascertain the immune effector function of pembrolizumab within the glioblastoma (GBM) microenvironment during the therapeutic window. Methods In an open-label, single-center, single-arm phase II “window-of-opportunity” trial in 15 patients with recurrent (operable) GBM receiving up to 2 pembrolizumab doses before surgery and every 3 weeks afterward until disease progression or unacceptable toxicities occurred, immune responses were evaluated within the tumor. Results No treatment-related deaths occurred. Overall median follow-up time was 50 months. Of 14 patients monitored, 10 had progressive disease, 3 had a partial response, and 1 had stable disease. Median progression-free survival (PFS) was 4.5 months (95% CI: 2.27, 6.83), and the 6-month PFS rate was 40%. Median overall survival (OS) was 20 months, with an estimated 1-year OS rate of 63%. GBM patients’ recurrent tumors contained few T cells that demonstrated a paucity of immune activation markers, but the tumor microenvironment was markedly enriched for CD68+ macrophages. Conclusions Immune analyses indicated that pembrolizumab anti–programmed cell death 1 (PD-1) monotherapy alone can’t induce effector immunologic response in most GBM patients, probably owing to a scarcity of T cells within the tumor microenvironment and a CD68+ macrophage preponderance.


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. 2537-2537
Author(s):  
Jaleh Fallah ◽  
Rekha T. Chaudhary ◽  
Lisa R. Rogers ◽  
Wei Wei ◽  
Cathy J. Brewer ◽  
...  

2537 Background: Clinical trials of bevacizumab monotherapy and TTFields monotherapy have shown activity but limited clinical benefit in patients (pts) with recurrent glioblastoma (GBM), with median progression-free survival (PFS) of 2-4 months and median overall survival (OS) of 6-9 months with either treatment modality. In a single-arm phase II clinical trial, the efficacy of the combination of bevacizumab and TTFields in pts with recurrent GBM was investigated. Methods: Pts with histologically confirmed GBM or other grade IV gliomas, who had disease progression after chemoradiation were enrolled in a phase II trial of the combination of bevacizumab and TTFields. Bevacizumab was given at a dose of 10 mg/Kg intravenously every 2 weeks and TTFields was worn by the pts continuously for more than 18 hours per day. Treatment was continued until disease progression or unacceptable toxicity. The primary endpoints were PFS at 6 months and OS at 12 months. Survival outcomes were assessed using the Kaplan-Meier method and compared by log rank test. Treatment-related adverse events were reported according to CTCAE, v4.0 criteria. Results: From April 2013 to December 2017, 25 pts were enrolled and 23 were evaluable: 18 (78%) men and 5 (22%) women, median age 60 years (range 17–78). 21 pts were Caucasian, 1 was African American and 1 of unknown race. After a median follow up of 31.6 months (range: 4.1-59.0 months), 21 out of 23 pts died (4 women and 17 men). The median PFS was 4.1 months (95%CI, 3.6-9.5) and the median OS was 10.5 months (95% CI, 8.2-14.9). The PFS rate at 6 and 12 months were 33% and 19%, respectively. The OS rate at 6 and 12 months were 82% and 46%, respectively. Women had better OS and PFS compared to men, however, the difference was not statistically significant which can be due to the small study population (table). Grade 3 and 4 toxicities considered definitely or probably related to the treatment included hypertension (n = 1) and cerebral infarction (n = 1). Other reported grade 3-4 toxicities (n = 7) included cough, dysphagia, muscle weakness, hyperglycemia, psychosis, seizure, lymphopenia, transaminitis, and muscle weakness considered unlikely to be treatment-related. Conclusions: The combination of bevacizumab and TTFields in is safe and feasible and has clinical efficacy in pts with recurrent GBM. Clinical trial information: NCT01894061 . [Table: see text]


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 .


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