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Phosphatidylinositol-3-Kinase Mutations Are Associated With Increased Local Failure in Brain Metastases Treated With Radiation
Lockney, Natalie A; Wang, Diana G; Pei, Xin; Goldman, Debra A; Zhang, Zhigang; Lin, Andrew; Chan, Timothy A; Yamada, Yoshiya; Beal, Kathryn; Yang, T Jonathan
PURPOSE:To determine whether phosphatidylinositol-3-kinase (PI3K) mutations confer suboptimal local control after radiation therapy (RT) for brain metastases. METHODS AND MATERIALS:We retrospectively reviewed 259 patients with brain metastases treated with RT during the period 2004 to 2017 for whom tumor genetic data (MSK-IMPACT) were available for primary or metastatic lesions. Associations between clinical factors, PI3K mutations status, and local failure (LF) were evaluated with univariate and multivariate competing risks regression. RESULTS:A total of 112 patients received whole brain radiation therapy (WBRT) to a median dose of 30 Gy in 10 fractions, and 147 patients received stereotactic radiosurgery (SRS) to 338 lesions; 276 lesions were treated with single fraction SRS (median dose 21 Gy) and 76 lesions over 3 to 5 fractions SRS (median dose 30 Gy). PI3K mutations were present in 36 WBRT patients (32%) and 44 SRS patients (30%). For WBRT, patients with PI3K mutations (hazard ratio 2.67, P < .001) were found to be at higher risk for LF on multivariable analysis, and the 1-year cumulative incidence of LF was 50% (95% confidence interval [CI] 32%-65%) for patients with PI3K mutations versus 26% (95% CI 17%-37%) for patients without PI3K mutations. For SRS lesions, while PI3K mutations positivity was not statistically significantly associated with LF, higher rate of LF was observed: 1-year LF cumulative incidence of 11% (95% CI 6%-17%) for patients with PI3K mutations versus 5% (95% CI 3%-9%) for patients without PI3K mutations. CONCLUSION:Patients with PI3K mutations are at higher risk for LF for brain metastases after RT. Novel therapeutic strategies to improve treatment outcomes in these patients should be considered.
PMID: 29976496
ISSN: 1879-355x
CID: 5771022
PIK3CA mutation is associated with increased local failure in lung stereotactic body radiation therapy (SBRT)
Lockney, Natalie A; Yang, T Jonathan; Barron, David; Gelb, Emily; Gelblum, Daphna Y; Yorke, Ellen; Shi, Weiji; Zhang, Zhigang; Rimner, Andreas; Wu, Abraham J
OBJECTIVES/OBJECTIVE:Hyperactivation of the phosphatidylinositol-3-kinase (PI3K) pathway has been associated with radioresistance. It is unclear whether such mutations confer suboptimal local control for patients who receive lung stereotactic body radiation therapy (SBRT). Our objective was to examine whether mutations in the EGFR/AKT/PIK3CA signaling pathway are associated with local failure (LF) after lung SBRT. METHODS:We retrospectively reviewed 166 patients who underwent SBRT to primary or metastatic lung lesions from 2007-2015 for whom genetic testing data was available for EGFR, AKT, and PIK3CA genes. Association between clinical factors, including molecular mutation status, and LF was evaluated. RESULTS:Six patients (4%) had PIK3CA mutation, 36 patients (22%) had EGFR mutation, and one patient (0.6%) had AKT1 mutation. Median lesion size was 2.0 cm (range, 0.6-5.6 cm); median dose was 48Gy in 4 fractions (range, 30-70Gy in 3-10 fractions). Median follow-up for survivors was 27.3 months (range, 3.8-66.7 months). LF occurred in 16 patients (10%). On univariate analysis, PIK3CA mutation was associated with LF (HR 10.44 [95% CI 2.16-50.46], p=0.003), while tumor histology, tumor size, primary tumor site, BED and EGFR mutation were not. At one year, probability of LF in lesions with PIK3CA mutation was 20.0% vs. 2.9% in lesions without mutation (p<0.001 by log rank test). CONCLUSION/CONCLUSIONS:Although the number of patients affected was small, PIK3CA mutation was significantly associated with higher risk of LF in patients undergoing lung SBRT. This association has not previously been reported for lung SBRT and indicates the need for further validation.
PMCID:5830173
PMID: 29503876
ISSN: 2405-6308
CID: 5771002
Estimating Survival in Patients With Lung Cancer and Brain Metastases: An Update of the Graded Prognostic Assessment for Lung Cancer Using Molecular Markers (Lung-molGPA)
Sperduto, Paul W; Yang, T Jonathan; Beal, Kathryn; Pan, Hubert; Brown, Paul D; Bangdiwala, Ananta; Shanley, Ryan; Yeh, Norman; Gaspar, Laurie E; Braunstein, Steve; Sneed, Penny; Boyle, John; Kirkpatrick, John P; Mak, Kimberley S; Shih, Helen A; Engelman, Alex; Roberge, David; Arvold, Nils D; Alexander, Brian; Awad, Mark M; Contessa, Joseph; Chiang, Veronica; Hardie, John; Ma, Daniel; Lou, Emil; Sperduto, William; Mehta, Minesh P
IMPORTANCE/OBJECTIVE:Lung cancer is the leading cause of cancer-related mortality in the United States and worldwide. As systemic therapies improve, patients with lung cancer live longer and thus are at increased risk for brain metastases. Understanding how prognosis varies across this heterogeneous patient population is essential to individualize care and design future clinical trials. OBJECTIVE:To update the current Diagnosis-Specific Graded Prognostic Assessment (DS-GPA) for patients with non-small-cell lung cancer (NSCLC) and brain metastases. The DS-GPA is based on data from patients diagnosed between 1985 and 2005, and we set out to update it by incorporating more recently reported gene and molecular alteration data for patients with NSCLC and brain metastases. This new index is called the Lung-molGPA. DESIGN, SETTING, AND PARTICIPANTS/METHODS:This is a multi-institutional retrospective database analysis of 2186 patients diagnosed between 2006 and 2014 with NSCLC and newly diagnosed brain metastases. The multivariable analyses took place between December 2015 and May 2016, and all prognostic factors were weighted for significance by hazard ratios. Significant factors were included in the updated Lung-molGPA prognostic index. MAIN OUTCOMES AND MEASURES/METHODS:The main outcome was survival. Multiple Cox regression was used to select and weight prognostic factors in proportion to their hazard ratios. Log rank tests were used to compare adjacent classes and to compare overall survival for adenocarcinoma vs nonadenocarcinoma groups. RESULTS:The original DS-GPA was based on 4 factors found in 1833 patients with NSCLC and brain metastases diagnosed between 1985 and 2005: patient age, Karnofsky Performance Status, extracranial metastases, and number of brain metastases. The patients studied for the creation of the DS-GPA had a median survival of 7 months from the time of initial treatment of brain metastases. To design the updated Lung-molGPA, we analyzed data from 2186 patients from 2006 through 2014 with NSCLC and newly diagnosed brain metastases (1521 adenocarcinoma and 665 nonadenocarcinoma). Significant prognostic factors included the original 4 factors used in the DS-GPA index plus 2 new factors: EGFR and ALK alterations in patients with adenocarcinoma (mutation status was not routinely tested for nonadenocarcinoma). The overall median survival for the cohort in the present study was 12 months, and those with NSCLC-adenocarcinoma and Lung-molGPA scores of 3.5 to 4.0 had a median survival of nearly 4 years. CONCLUSIONS AND RELEVANCE/CONCLUSIONS:In recent years, patient survival and physicians' ability to predict survival in NSCLC with brain metastases has improved significantly. The updated Lung-molGPA incorporating gene alteration data into the DS-GPA is a user-friendly tool that may facilitate clinical decision making and appropriate stratification of future clinical trials.
PMID: 27892978
ISSN: 2374-2445
CID: 5770962
Clinical outcomes of patients with limited brain metastases treated with hypofractionated (5×6Gy) conformal radiotherapy
Lockney, Natalie A; Wang, Diana G; Gutin, Philip H; Brennan, Cameron; Tabar, Viviane; Ballangrud, Ase; Pei, Xin; Chan, Timothy A; Yamada, Yoshiya; Yang, T Jonathan; Beal, Kathryn
BACKGROUND AND PURPOSE:Hypofractionated conformal radiotherapy (hfCRT) is used for larger brain metastases or metastases near critical structures. We investigated hfCRT outcomes for newly diagnosed brain metastases. MATERIALS AND METHODS:We identified 195 patients with 1-3 brain metastases who underwent 5×6Gy hfCRT for 231 lesions from 2007 to 2013. Associations among clinical factors, local control (LC), distant brain control (DC) and overall survival (OS) were tested using univariate and multivariate (MVA) Cox regression analysis and Kaplan-Meier method. RESULTS:Median follow-up was 12.8months. One hundred forty-three (62%) lesions were treated with hfCRT post-operatively, and 88 (38%) with definitive hfCRT. LC for all lesions was 83% at 1year. For lesions treated with post-operative hfCRT, tumor size (HR=4.7, p=0.04) and subtotal resection (HR=2.7, p=0.02) were predictive of local failure on MVA. For lesions ≥2.8cm in size, LC was 61% at 12months for lesions status-post subtotal resection, compared to 84% status-post gross total resection (p=0.004). Extracranial disease presence was associated with worse DC (HR=1.8, p=0.008) and OS (HR=3.1, p<0.001). CONCLUSIONS:We showed 5×6Gy hfCRT provides acceptable LC at 1year for limited brain metastases. For large lesions not grossly resected, more aggressive strategies can be considered to improve LC.
PMCID:5477478
PMID: 28390657
ISSN: 1879-0887
CID: 5770982
Management of Brain Metastases in Tyrosine Kinase Inhibitor-Naive Epidermal Growth Factor Receptor-Mutant Non-Small-Cell Lung Cancer: A Retrospective Multi-Institutional Analysis
Magnuson, William J; Lester-Coll, Nataniel H; Wu, Abraham J; Yang, T Jonathan; Lockney, Natalie A; Gerber, Naamit K; Beal, Kathryn; Amini, Arya; Patil, Tejas; Kavanagh, Brian D; Camidge, D Ross; Braunstein, Steven E; Boreta, Lauren C; Balasubramanian, Suresh K; Ahluwalia, Manmeet S; Rana, Niteshkumar G; Attia, Albert; Gettinger, Scott N; Contessa, Joseph N; Yu, James B; Chiang, Veronica L
Purpose Stereotactic radiosurgery (SRS), whole-brain radiotherapy (WBRT), and epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs) are treatment options for brain metastases in patients with EGFR-mutant non-small-cell lung cancer (NSCLC). This multi-institutional analysis sought to determine the optimal management of patients with EGFR-mutant NSCLC who develop brain metastases and have not received EGFR-TKI. Materials and Methods A total of 351 patients from six institutions with EGFR-mutant NSCLC developed brain metastases and met inclusion criteria for the study. Exclusion criteria included prior EGFR-TKI use, EGFR-TKI resistance mutation, failure to receive EGFR-TKI after WBRT/SRS, or insufficient follow-up. Patients were treated with SRS followed by EGFR-TKI, WBRT followed by EGFR-TKI, or EGFR-TKI followed by SRS or WBRT at intracranial progression. Overall survival (OS) and intracranial progression-free survival were measured from the date of brain metastases. Results The median OS for the SRS (n = 100), WBRT (n = 120), and EGFR-TKI (n = 131) cohorts was 46, 30, and 25 months, respectively ( P < .001). On multivariable analysis, SRS versus EGFR-TKI, WBRT versus EGFR-TKI, age, performance status, EGFR exon 19 mutation, and absence of extracranial metastases were associated with improved OS. Although the SRS and EGFR-TKI cohorts shared similar prognostic features, the WBRT cohort was more likely to have a less favorable prognosis ( P = .001). Conclusion This multi-institutional analysis demonstrated that the use of upfront EGFR-TKI, and deferral of radiotherapy, is associated with inferior OS in patients with EGFR-mutant NSCLC who develop brain metastases. SRS followed by EGFR-TKI resulted in the longest OS and allowed patients to avoid the potential neurocognitive sequelae of WBRT. A prospective, multi-institutional randomized trial of SRS followed by EGFR-TKI versus EGFR-TKI followed by SRS at intracranial progression is urgently needed.
PMID: 28113019
ISSN: 1527-7755
CID: 2471902
"Comment on Hatzoglou et al.: Dynamic contrast-enhanced MRI perfusion vs 18FDG PET/CT in differentiating brain tumor progression from radiation injury"-Reply [Comment]
Young, Robert J; Yang, T Jonathan; Hatzoglou, Vaios; Ulaner, Gary; Omuro, Antonio
PMID: 28040711
ISSN: 1523-5866
CID: 5770972
Acute toxicity with intensity modulated radiotherapy versus 3-dimensional conformal radiotherapy during preoperative chemoradiation for locally advanced rectal cancer
Ng, Shu Y; Colborn, Kathryn L; Cambridge, Lajhem; Hajj, Carla; Yang, T Jonathan; Wu, Abraham J; Goodman, Karyn A
BACKGROUND AND PURPOSE:We examined acute toxicity profiles and outcomes among rectal cancer patients treated with pre-operative chemoradiation using intensity modulated radiotherapy (IMRT) or 3-dimensional conformal radiotherapy (3DCRT) to identify predictive clinical factors associated with increased acute toxicity. MATERIAL AND METHODS:We retrospectively reviewed records of 301 consecutive rectal cancer patients treated with pre-operative chemotherapy and radiotherapy (median dose 5000cGy) at our institution between 2007 and 2014. RESULTS:Of the 301 patients, 203 (67.4%) were treated with IMRT and 98 (32.6%) with 3DCRT. Significantly more patients experienced ⩾grade 2 diarrhea in the 3DCRT group compared to the IMRT group (22% vs 10%, p=0.004), and those who received 3DCRT had 2.7 times greater odds of a higher diarrhea score than those on IMRT, even after adjusting for patient characteristics and chemotherapy (OR 2.71, p=0.01) Fewer patients experienced grade 2 genitourinary toxicity in the IMRT group (6% vs 13% 3DCRT, p=0.04) and there was a trend toward decreased grade 2 proctitis in the IMRT group (22% vs 32% 3DCRT, p=0.07). Patients over the age of 55 had 45% lower odds of proctitis than patients younger than 55. CONCLUSION:The use of IMRT significantly reduced grade ⩾2 diarrhea and GU toxicity during chemoradiation. Younger patients were more likely to report grade 2 or higher proctitis.
PMID: 27751605
ISSN: 1879-0887
CID: 5770952
The Effect of Gene Alterations and Tyrosine Kinase Inhibition on Survival and Cause of Death in Patients With Adenocarcinoma of the Lung and Brain Metastases
Sperduto, Paul W; Yang, T Jonathan; Beal, Kathryn; Pan, Hubert; Brown, Paul D; Bangdiwala, Ananta; Shanley, Ryan; Yeh, Norman; Gaspar, Laurie E; Braunstein, Steve; Sneed, Penny; Boyle, John; Kirkpatrick, John P; Mak, Kimberley S; Shih, Helen A; Engelman, Alex; Roberge, David; Arvold, Nils D; Alexander, Brian; Awad, Mark M; Contessa, Joseph; Chiang, Veronica; Hardie, John; Ma, Daniel; Lou, Emil; Sperduto, William; Mehta, Minesh P
PURPOSE:Lung cancer remains the most common cause of both cancer mortality and brain metastases (BM). The purpose of this study was to assess the effect of gene alterations and tyrosine kinase inhibition (TKI) on median survival (MS) and cause of death (CoD) in patients with BM from lung adenocarcinoma (L-adeno). METHODS:A multi-institutional retrospective database of patients with L-adeno and newly diagnosed BM between 2006 and 2014 was created. Demographics, gene alterations, treatment, MS, and CoD were analyzed. The treatment patterns and outcomes were compared with those in prior trials. RESULTS:Of 1521 L-adeno patients, 816 (54%) had known alteration status. The gene alteration rates were 29%, 10%, and 26% for EGFR, ALK, and KRAS, respectively. The time from primary diagnosis to BM for EGFR-/+ was 10/15 months (P=.02) and for ALK-/+ was 10/20 months (P<.01), respectively. The MS for the group overall (n=1521) was 15 months. The MS from first treatment for BM for EGFR and ALK-, EGFR+, ALK+ were 14, 23 (P<.01), and 45 (P<.0001) months, respectively. The MS after BM for EGFR+ patients who did/did not receive TKI before BM was 17/30 months (P<.01), respectively, but the risk of death was not statistically different between TKI-naïve patients who did/did not receive TKI after the diagnosis of BM (EGFR/ALK hazard ratios: 1.06 [P=.84]/1.60 [P=.45], respectively). The CoD was nonneurologic in 82% of patients with known CoD. CONCLUSION:EGFR and ALK gene alterations are associated with delayed onset of BM and longer MS relative to patients without these alterations. The CoD was overwhelmingly nonneurologic in patients with known CoD.
PMCID:5575932
PMID: 27598807
ISSN: 1879-355x
CID: 5770942
A prospective trial of dynamic contrast-enhanced MRI perfusion and fluorine-18 FDG PET-CT in differentiating brain tumor progression from radiation injury after cranial irradiation
Hatzoglou, Vaios; Yang, T Jonathan; Omuro, Antonio; Gavrilovic, Igor; Ulaner, Gary; Rubel, Jennifer; Schneider, Taylor; Woo, Kaitlin M; Zhang, Zhigang; Peck, Kyung K; Beal, Kathryn; Young, Robert J
BACKGROUND:The aim of this study was to assess the effectiveness of fluorine-18 fluorodeoxyglucose (FDG) PET-CT and dynamic contrast-enhanced (DCE) MRI in differentiating tumor progression and radiation injury in patients with indeterminate enhancing lesions after radiation therapy (RT) for brain malignancies. METHODS:Patients with indeterminate enhancing brain lesions on conventional MRI after RT underwent brain DCE-MRI and PET-CT in a prospective trial. Informed consent was obtained. Lesion outcomes were determined by histopathology and/or clinical and imaging follow-up. Metrics obtained included plasma volume (Vp) and volume transfer coefficient (K(trans)) from DCE-MRI, and maximum standardized uptake value (SUVmax) from PET-CT; lesion-to-normal brain ratios of all metrics were calculated. The Wilcoxon rank sum test and receiver operating characteristic analysis were performed. RESULTS:The study included 53 patients (29 treated for 29 gliomas and 24 treated for 26 brain metastases). Progression was determined in 38/55 (69%) indeterminate lesions and radiation injury in 17 (31%). Vpratio (VP lesion/VP normal brain, P < .001), K(trans) ratio (P = .002), and SUVratio (P = .002) correlated significantly with diagnosis of progression versus radiation injury. Progressing lesions exhibited higher values of all 3 metrics compared with radiation injury. Vpratio had the highest accuracy in determining progression (area under the curve = 0.87), with 92% sensitivity and 77% specificity using the optimal, retrospectively determined threshold of 2.1. When Vpratio was combined with K(trans) ratio (optimal threshold 3.6), accuracy increased to 94%. CONCLUSIONS:Vpratio was the most effective metric for distinguishing progression from radiation injury. Adding K(trans) ratio to Vpratio further improved accuracy. DCE-MRI is an effective imaging technique for evaluating nonspecific enhancing intracranial lesions after RT.
PMID: 26688076
ISSN: 1523-5866
CID: 5770922
Cranial irradiation in patients with EGFR-mutant non-small cell lung cancer brain metastases
Yang, T Jonathan; Wu, Abraham J
The most effective treatment approach for brain metastases in patients with non-small cell lung cancer (NSCLC) and activating epidermal growth factor receptor (EGFR) mutations is a current subject of investigation. Cranial irradiation is the standard treatment for brain metastases, but tyrosine kinase inhibitors (TKIs) such as erlotinib have also activity against brain metastases in this subset of patients. The combination of TKI and radiotherapy is a promising one, but data is lacking to indicate whether this is superior to erlotinib or whole brain radiation therapy (WBRT) alone. Retrospective data suggest that WBRT achieves more durable intracranial control compared to erlotinib alone. Randomized, prospective studies will be necessary to determine whether TKI, cranial irradiation, or both is the optimal initial treatment for brain metastases in EGFR-mutant NSCLC.
PMID: 26958508
ISSN: 2218-6751
CID: 5770932