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Predictors of survival in contemporary practice after initial radiosurgery for brain metastases

Likhacheva, Anna; Pinnix, Chelsea C; Parikh, Neil R; Allen, Pamela K; McAleer, Mary F; Chiu, Max S; Sulman, Erik P; Mahajan, Anita; Guha-Thakurta, Nandita; Prabhu, Sujit S; Cahill, Daniel P; Luo, Dershan; Shiu, Almon S; Brown, Paul D; Chang, Eric L
PURPOSE/OBJECTIVE:The number of brain metastases (BM) is a major consideration in determining patient eligibility for stereotactic radiosurgery (SRS), but the evidence for this popular practice is equivocal. The purpose of this study was to determine whether, following multivariate adjustment, the number and volume of BM held prognostic significance in a cohort of patients initially treated with SRS alone. METHODS AND MATERIALS/METHODS:A total of 251 patients with primary malignancies, including non-small cell lung cancer (34%), melanoma (30%), and breast carcinoma (16%), underwent SRS for initial treatment of BM. SRS was used as the sole management (62% of patients) or was combined with salvage treatment with SRS (22%), whole-brain radiation therapy (WBRT; 13%), or resection (3%). Median follow-up time was 9.4 months. Survival was determined using the Kaplan-Meier method. Cox regression was used to assess the effects of patient factors on distant brain failure (DBF), local control (LC), and overall survival (OS). RESULTS:LC at 1 year was 94.6%, and median time to DBF was 10 months. Median OS was 11.1 months. On multivariate analysis, statistically significant predictors of OS were presence of extracranial disease (hazard ratio [HR], 4.2, P<.001), total tumor volume greater than 2 cm(3) (HR, 1.98; P<.001), age ≥60 years (HR, 1.67; P=.002), and diagnosis-specific graded prognostic assessment (HR, 0.71; P<.001). The presence of extracranial disease was a statistically significant predictor of DBF (HR, 2.15), and tumor volume was predictive of LC (HR, 4.56 for total volume >2 cm(3)). The number of BM was not predictive of DBF, LC, or OS. CONCLUSIONS:The number of BM is not a strong predictor for clinical outcomes following initial SRS for newly diagnosed BM. Other factors including total treatment volume and systemic disease status are better determinants of outcome and may facilitate appropriate use of SRS or WBRT.
PMID: 22898384
ISSN: 1879-355x
CID: 3047722

Tumor prognostic factors and the challenge of developing predictive factors

Holliday, Emma B; Sulman, Erik P
Histopathologic classification has been widely used to type and grade primary brain tumors. However, the diverse behavior of primary brain tumors has made prognostic determinations based purely on clinical and histopathologic variables difficult. Recent advances in the molecular genetics of brain tumors have helped to explain the witnessed heterogeneity regarding response to treatment, time to progression, and overall survival. Additionally, there has been interest in identifying predictive factors to help direct patients to therapeutic interventions specific to their tumor and patient biology. Further identification of both prognostic and predictive biomarkers will make possible better patient stratification and individualization of treatment.
PMID: 23224629
ISSN: 1534-6269
CID: 3047752

Chromosome 19 annotations with disease speciation: a first report from the Global Research Consortium

Nilsson, Carol L; Berven, Frode; Selheim, Frode; Liu, Huiling; Moskal, Joseph R; Kroes, Roger A; Sulman, Erik P; Conrad, Charles A; Lang, Frederick F; Andren, Per E; Nilsson, Anna; Carlsohn, Elisabet; Lilja, Hans; Malm, Johan; Fenyo, David; Subramaniyam, Devipriya; Wang, Xiangdong; Gonzales-Gonzales, Maria; Dasilva, Noelia; Diez, Paula; Fuentes, Manuel; Vegvari, Akos; Sjodin, Karin; Welinder, Charlotte; Laurell, Thomas; Fehniger, Thomas E; Lindberg, Henrik; Rezeli, Melinda; Edula, Goutham; Hober, Sophia; Marko-Varga, Gyorgy
A first research development progress report of the Chromosome 19 Consortium with members from Sweden, Norway, Spain, United States, China and India, a part of the Chromosome-centric Human Proteome Project (C-HPP) global initiative, is presented ( http://www.c-hpp.org ). From the chromosome 19 peptide-targeted library constituting 6159 peptides, a pilot study was conducted using a subset with 125 isotope-labeled peptides. We applied an annotation strategy with triple quadrupole, ESI-Qtrap, and MALDI mass spectrometry platforms, comparing the quality of data within and in between these instrumental set-ups. LC-MS conditions were outlined by multiplex assay developments, followed by MRM assay developments. SRM was applied to biobank samples, quantifying kallikrein 3 (prostate specific antigen) in plasma from prostate cancer patients. The antibody production has been initiated for more than 1200 genes from the entire chromosome 19, and the progress developments are presented. We developed a dedicated transcript microarray to serve as the mRNA identifier by screening cancer cell lines. NAPPA protein arrays were built to align with the transcript data with the Chromosome 19 NAPPA chip, dedicated to 90 proteins, as the first development delivery. We have introduced an IT-infrastructure utilizing a LIMS system that serves as the key interface for the research teams to share and explore data generated within the project. The cross-site data repository will form the basis for sample processing, including biological samples as well as patient samples from national Biobanks.
PMCID:3539432
PMID: 23249167
ISSN: 1535-3893
CID: 232512

Mesenchymal high-grade glioma is maintained by the ID-RAP1 axis

Niola, Francesco; Zhao, Xudong; Singh, Devendra; Sullivan, Ryan; Castano, Angelica; Verrico, Antonio; Zoppoli, Pietro; Friedmann-Morvinski, Dinorah; Sulman, Erik; Barrett, Lindy; Zhuang, Yuan; Verma, Inder; Benezra, Robert; Aldape, Ken; Iavarone, Antonio; Lasorella, Anna
High-grade gliomas (HGGs) are incurable brain tumors that are characterized by the presence of glioma-initiating cells (GICs). GICs are essential to tumor aggressiveness and retain the capacity for self-renewal and multilineage differentiation as long as they reside in the perivascular niche. ID proteins are master regulators of stemness and anchorage to the extracellular niche microenvironment, suggesting that they may play a role in maintaining GICs. Here, we modeled the probable therapeutic impact of ID inactivation in HGG by selective ablation of Id in tumor cells and after tumor initiation in a new mouse model of human mesenchymal HGG. Deletion of 3 Id genes induced rapid release of GICs from the perivascular niche, followed by tumor regression. GIC displacement was mediated by derepression of Rap1gap and subsequent inhibition of RAP1, a master regulator of cell adhesion. We identified a signature module of 5 genes in the ID pathway, including RAP1GAP, which segregated 2 subgroups of glioma patients with markedly different clinical outcomes. The model-informed survival analysis together with genetic and functional studies establish that ID activity is required for the maintenance of mesenchymal HGG and suggest that pharmacological inactivation of ID proteins could serve as a therapeutic strategy.
PMID: 23241957
ISSN: 1558-8238
CID: 3629532

Validation of Recursive Partitioning Analysis and Diagnosis-Specific Graded Prognostic Assessment in patients treated initially with radiosurgery alone

Likhacheva, Anna; Pinnix, Chelsea C; Parikh, Neil; Allen, Pamela K; Guha-Thakurta, Nandita; McAleer, Mary; Sulman, Erik P; Mahajan, Anita; Shiu, Almon; Luo, Dershan; Chiu, Max; Brown, Paul D; Prabhu, Sujit S; Chang, Eric L
OBJECT/OBJECTIVE:Brain metastases present a therapeutic challenge because patients with metastatic cancers live longer now than in the recent past due to systemic therapies that, while effective, may not penetrate the blood-brain barrier. In the present study the authors sought to validate the Diagnosis-Specific Graded Prognostic Assessment (DS-GPA), a new prognostic index that takes into account the histological characteristics of the primary tumor, and the Radiation Therapy Ontology Group Recursive Partitioning Analysis (RPA) system by using a single-institution database of patients who were treated initially with stereotactic radiosurgery (SRS) alone for brain metastases. METHODS:Investigators retrospectively identified adult patients who had undergone SRS at a single institution, MD Anderson Cancer Center, for initial treatment of brain metastases between 2003 and 2010 but excluded those who had undergone craniotomy and/or whole-brain radiation therapy at an earlier time; the final number was 251. The Leksell Gamma Knife was used to treat 223 patients, and a linear accelerator was used to treat 28 patients. The patient population was grouped according to DS-GPA scores as follows: 0-0.5 (7 patients), 1 (33 patients), 1.5 (25 patients), 2 (63 patients), 2.5 (14 patients), 3 (68 patients), and 3.5-4 (41 patients). The same patients were also grouped according to RPA classes: 1 (24 patients), 2 (216 patients), and 3 (11 patients). The most common histological diagnoses were non-small cell lung cancer (34%), melanoma (29%), and breast carcinoma (16%). The median number of lesions was 2 (range 1-9) and the median total tumor volume was 0.9 cm(3) (range 0.3-22.9 cm(3)). The median radiation dose was 20 Gy (range 14-24 Gy). Stereotactic radiosurgery was performed as the sole treatment (62% of patients) or combined with a salvage treatment consisting of SRS (22%), whole-brain radiation therapy (12%), or resection (4%). The median duration of follow-up was 9.4 months. RESULTS:In this patient group the median overall survival was 11.1 months. The DS-GPA prognostic index divided patients into prognostically significant groups. Median survival times were 2.8 months for DS-GPA Scores 0-0.5, 3.9 months for Score 1, 6.6 months for Score 1.5, 12.9 months for Score 2, 11.9 months for Score 2.5, 12.2 months for Score 3, and 31.4 months for Scores 3.5-4 (p < 0.0001). In the RPA groups, the median overall survival times were 38.8 months for Class 1, 9.4 months for Class 2, and 2.8 months for Class 3 (p < 0.0001). Neither the RPA class nor the DS-GPA score was prognostic for local tumor control or new lesion-free survival. A multivariate analysis revealed that patient age > 60 years, Karnofsky Performance Scale score ≤ 80%, and total lesion volume > 2 cm(3) were significant adverse prognostic factors for overall survival. CONCLUSIONS:Application of the DS-GPA to a database of patients with brain metastases who were treated with SRS appears to be valid and offers additional prognostic refinement over that provided by the RPA. The DS-GPA may also allow for improved selection of patients to undergo initial SRS alone and should be studied further.
PMCID:3910154
PMID: 23205787
ISSN: 1933-0693
CID: 3047742

Histone deacetylase inhibitors stimulate dedifferentiation of human breast cancer cells through WNT/β-catenin signaling

Debeb, Bisrat G; Lacerda, Lara; Xu, Wei; Larson, Richard; Solley, Travis; Atkinson, Rachel; Sulman, Erik P; Ueno, Naoto T; Krishnamurthy, Savitri; Reuben, James M; Buchholz, Thomas A; Woodward, Wendy A
Recent studies have shown that differentiated cancer cells can dedifferentiate into cancer stem cells (CSCs) although to date no studies have reported whether this transition is influenced by systemic anti-cancer agents. Valproic acid (VA) is a histone deacetylase (HDAC) inhibitor that promotes self-renewal and expansion of hematopoietic stem cells and facilitates the generation of induced pluripotent stem cells from somatic cells and is currently being investigated in breast cancer clinical trials. We hypothesized that HDAC inhibitors reprogram differentiated cancer cells toward the more resistant stem cell-like state. Two highly aggressive breast cancer cell lines, SUM159 and MDA-231, were sorted based on aldehyde dehydrogenase (ALDH) activity and subsequently ALDH-negative and ALDH-positive cells were treated with one of two known HDAC inhibitors, VA or suberoylanilide hydroxamic acid. In addition, primary tumor cells from patients with metastatic breast cancer were evaluated for ALDH activity following treatment with HDAC inhibitors. We demonstrate that single-cell-sorted ALDH-negative cells spontaneously generated ALDH-positive cells in vitro. Treatment of ALDH-negative cells with HDAC inhibitors promoted the expansion of ALDH-positive cells and increased mammosphere-forming efficiency. Most importantly, it significantly increased the tumor-initiating capacity of ALDH-negative cells in limiting dilution outgrowth assays. Moreover, while HDAC inhibitors upregulated β-catenin expression and significantly increased WNT reporter activity, a TCF4 dominant negative construct abolished HDAC-inhibitor-induced expansion of CSCs. These results demonstrate that HDAC inhibitors promote the expansion of breast CSCs through dedifferentiation and have important clinical implications for the use of HDAC inhibitors in the treatment of cancer.
PMCID:4545658
PMID: 22961641
ISSN: 1549-4918
CID: 3047732

ROLE OF MICRORNA MEDIATED MECHANISMS FOR MAINTENANCE OF METABOLIC STATUS IN GLIOMA DERIVED STEM CELLS [Meeting Abstract]

Singh, Sanjay K.; Vartanian, Alenoush; Gumin, Joy; Sulman, Erik P.; Lang, Frederick F.; Zadeh, Gelareh
ISI:000310971300586
ISSN: 1522-8517
CID: 3048512

A NOVEL HSP90 INHIBITOR, NVP-HSP990, TARGETS CELL CYCLE REGULATORS TO PRODUCE AN ANTI-GLIOMA EFFECT IN OLIG2-EXPRESSING GLIOMA STEM CELLS [Meeting Abstract]

Fu, Jun; Koul, Dimpy; Yao, Jun; Wang, Shuzhen; Yuan, Ying; Sulman, Erik P.; Colman, Howard; Lang, Frederick F.; Yung, W. K. A.
ISI:000310971300140
ISSN: 1522-8517
CID: 3048492

A GENE EXPRESSION SIGNATURE TO PREDICT MENINGIOMA RECURRENCE [Meeting Abstract]

Sulman, Erik P.; Goodman, Lindsey D.; Wani, Khalida M.; DeMonte, Franco; Aldape, Ken D.
ISI:000310971300384
ISSN: 1522-8517
CID: 3048502

A revised RTOG recursive partitioning analysis (RPA) model for glioblastoma based upon multiplatform biomarker profiles [Meeting Abstract]

Chakravarti, Arnab; Wang, Meihua; Aldape, Kenneth D.; Sulman, Erik P.; Bredel, Markus; Magliocco, Anthony M.; Klimowicz, Alexander C.; Hegi, Monika; Stupp, Roger; Gilbert, Mark R.; Curran, Walter J.; Werner-Wasik, Maria; Mahajan, Anita; Schultz, Christopher J.; Mehta, Minesh P.
ISI:000318009801558
ISSN: 0732-183x
CID: 3048532