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1.
Int J Radiat Oncol Biol Phys ; 99(4): 812-816, 2017 11 15.
Article in English | MEDLINE | ID: mdl-29063850

ABSTRACT

PURPOSE: To update the Diagnosis-Specific Graded Prognostic Assessment (DS-GPA) for a markedly heterogeneous patient population, patients with melanoma and brain metastases, using a larger, more current cohort, including molecular markers. METHODS: The original Melanoma-GPA is based on data from 483 patients whose conditions were diagnosed between 1985 and 2005. This is a multi-institutional retrospective database analysis of 823 melanoma patients with newly diagnosed brain metastases from January 1, 2006, to December 31, 2015. Multivariable analyses identified significant prognostic factors, which were weighted and included in the updated index (Melanoma-molGPA). Multiple Cox regression was used to select and weight prognostic factors in proportion to their hazard ratios to design the updated Melanoma-molGPA in which scores of 4.0 and 0.0 are associated with the best and worst prognoses, as with all of the diagnosis-specific GPA indices. Log-rank tests were used to compare adjacent classes. RESULTS: There were 5 significant prognostic factors for survival (age, Karnofsky performance status [KPS], extracranial metastases [ECM], number of brain metastases, and BRAF status), whereas only KPS and the number of brain metastases were significant in the original Melanoma-GPA. Median survival improved from 6.7 to 9.8 months between the 2 treatment eras, and the median survival times for patients with Melanoma-molGPA of 0 to 1.0, 1.5 to 2.0, 2.5 to 3.0, and 3.5 to 4.0 were 4.9, 8.3, 15.8, and 34.1 months (P<.0001 between each adjacent group). CONCLUSIONS: Survival and our ability to estimate survival in melanoma patients with brain metastases has improved significantly. The updated Melanoma-molGPA, a user-friendly tool to estimate survival, will facilitate clinical decision making regarding whether and which treatment is appropriate and will also be useful for stratification of future clinical trials. To further simplify use, a free online/smart phone app is available at brainmetgpa.com.


Subject(s)
Brain Neoplasms/mortality , Brain Neoplasms/secondary , Melanoma/mortality , Melanoma/secondary , Proto-Oncogene Proteins B-raf/genetics , Age Factors , Aged , Aged, 80 and over , Brain Neoplasms/genetics , Clinical Decision-Making , Genetic Markers , Humans , Karnofsky Performance Status , Melanoma/genetics , Middle Aged , Prognosis , Regression Analysis
2.
Int J Radiat Oncol Biol Phys ; 98(5): 1069-1077, 2017 08 01.
Article in English | MEDLINE | ID: mdl-28721890

ABSTRACT

PURPOSE: Brain metastases are a common problem in patients with melanoma, but little is known about the effect of gene mutations on survival in these patients. METHODS AND MATERIALS: We created a retrospective multi-institutional database of 823 patients with melanoma and brain metastases diagnosed between 2006 and 2015. Clinical parameters, gene mutation status (BRAF, C-KIT, NRAS), and treatment were correlated with survival. Treatment patterns and outcomes were compared with a prior era (1985-2005). RESULTS: BRAF status was known in 584 of 823 patients (71%). BRAF, NRAS, and C-KIT mutations were present in 51%, 22%, and 11% of tested patients, respectively. The median time from primary diagnosis to brain metastasis was 32 months, and overall median survival (MS) from the time of initial treatment of brain metastases was 10 months. MS for BRAF-positive and BRAF-negative patients was 13 months and 9 months, respectively (P=.02). There was no significant difference in MS in patients with or without NRAS or C-KIT mutations. The time from primary diagnosis to brain metastasis did not vary by mutation and was not associated with survival after the diagnosis of brain metastases. MS for the 1985 to 2005 and 2006 to 2015 cohorts was 6.7 months and 10.0 months, respectively (P<.01). Reflecting treatment-trend changes, use of whole-brain radiation therapy decreased from 48% to 26% during this period. Among BRAF-positive patients, 71% received targeted BRAF and/or MEK inhibitors and 57% received some combination of targeted therapy, chemotherapy, and/or immunotherapy. CONCLUSIONS: For melanoma patients with brain metastases, BRAF-positive patients survive longer than BRAF-negative patients and overall survival has improved from 1985-2005 to 2006-2015.


Subject(s)
Brain Neoplasms/genetics , Brain Neoplasms/secondary , Genes, ras , Melanoma/genetics , Melanoma/secondary , Mutation , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins c-kit/genetics , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Brain Neoplasms/mortality , Brain Neoplasms/therapy , Female , Humans , Immunotherapy , Linear Models , Male , Melanoma/mortality , Melanoma/therapy , Middle Aged , Molecular Targeted Therapy , Prognosis , Proportional Hazards Models , Retrospective Studies , Statistics, Nonparametric , Time Factors
3.
J Natl Cancer Inst ; 107(9)2015 Sep.
Article in English | MEDLINE | ID: mdl-26063793

ABSTRACT

BACKGROUND: To date, antiangiogenic therapy has failed to improve overall survival in cancer patients when used in the adjuvant setting (local-regional disease with no detectable systemic metastasis). The presence of lymph node metastases worsens prognosis, however their reliance on angiogenesis for growth has not been reported. METHODS: Here, we introduce a novel chronic lymph node window (CLNW) model to facilitate new discoveries in the growth and spread of lymph node metastases. We use the CLNW in multiple models of spontaneous lymphatic metastases in mice to study the vasculature of metastatic lymph nodes (n = 9-12). We further test our results in patient samples (n = 20 colon cancer patients; n = 20 head and neck cancer patients). Finally, we test the ability of antiangiogenic therapy to inhibit metastatic growth in the CLNW. All statistical tests were two-sided. RESULTS: Using the CLNW, we reveal the surprising lack of sprouting angiogenesis during metastatic growth, despite the presence of hypoxia in some lesions. Treatment with two different antiangiogenic therapies showed no effect on the growth or vascular density of lymph node metastases (day 10: untreated mean = 1.2%, 95% confidence interval [CI] = 0.7% to 1.7%; control mean = 0.7%, 95% CI = 0.1% to 1.3%; DC101 mean = 0.4%, 95% CI = 0.0% to 3.3%; sunitinib mean = 0.5%, 95% CI = 0.0% to 1.0%, analysis of variance P = .34). We confirmed these findings in clinical specimens, including the lack of reduction in blood vessel density in lymph node metastases in patients treated with bevacizumab (no bevacizumab group mean = 257 vessels/mm(2), 95% CI = 149 to 365 vessels/mm(2); bevacizumab group mean = 327 vessels/mm(2), 95% CI = 140 to 514 vessels/mm(2), P = .78). CONCLUSION: We provide preclinical and clinical evidence that sprouting angiogenesis does not occur during the growth of lymph node metastases, and thus reveals a new mechanism of treatment resistance to antiangiogenic therapy in adjuvant settings. The targets of clinically approved angiogenesis inhibitors are not active during early cancer progression in the lymph node, suggesting that inhibitors of sprouting angiogenesis as a class will not be effective in treating lymph node metastases.


Subject(s)
Angiogenesis Inhibitors/pharmacology , Colonic Neoplasms/pathology , Head and Neck Neoplasms/pathology , Lymph Nodes/pathology , Neovascularization, Pathologic/drug therapy , Animals , Antibodies, Monoclonal/pharmacology , Antibodies, Monoclonal, Humanized/pharmacology , Bevacizumab , Humans , Indoles/pharmacology , Lymph Nodes/drug effects , Lymphatic Metastasis/prevention & control , Mice , Pyrroles/pharmacology , Sunitinib
4.
J Neurooncol ; 123(1): 75-84, 2015 May.
Article in English | MEDLINE | ID: mdl-25864098

ABSTRACT

Survival with BRAF-mutant metastatic melanoma is prolonged with MAP-kinase pathway inhibitors (MAPKi). Among patients with brain metastases (BM), however, the clinical course of MAPKi-treated patients is not well described. We therefore explored these patients' survival patterns compared to contemporary patients not treated with MAPKi. We analyzed 106 patients who developed melanoma BM between 2007 and 2013. Of these, 37 (35%) received de novo MAPKi for BRAF-mutant disease, which preceded BM in 49%. Immunotherapy was given to 54% of MAPKi-treated patients and 94% of those who did not receive MAPKi. We evaluated the potential influence of patient characteristics, systemic therapies, and BM-directed treatments on time to appearance of new BM and overall survival. With a median follow-up of 8.0 months after initial BM, MAPKi use was an independent predictor of prolonged survival after BM diagnosis (median 14.1 vs 7.0 months, P = 0.03, adjusted hazard ratio 0.39). This survival advantage was driven by the 16.6-month median survival of patients who initiated MAPKi after BM were diagnosed, versus 5.6 months if initiated prior to BM development (P = 0.03). Median survival from the onset of any systemic metastases was 22 months regardless of the timing of MAPKi relative to BM appearance. Time to in-brain progression was longer among patients whose MAPKi course was started after BM diagnosis, but MAPKi initiation prior to BM diagnosis was associated with longer time to intracranial involvement. These findings are consistent with potential MAPKi activity in intracranial melanoma.


Subject(s)
Brain Neoplasms/mortality , Melanoma/mortality , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/secondary , Disease Progression , Female , Follow-Up Studies , Humans , Male , Melanoma/drug therapy , Melanoma/pathology , Middle Aged , Neoplasm Staging , Prognosis , Survival Rate
5.
Int J Radiat Oncol Biol Phys ; 90(3): 532-9, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-25194666

ABSTRACT

PURPOSE/OBJECTIVE(S): This study evaluated the efficacy and toxicity of proton therapy for functional pituitary adenomas (FPAs). METHODS AND MATERIALS: We analyzed 165 patients with FPAs who were treated at a single institution with proton therapy between 1992 and 2012 and had at least 6 months of follow-up. All but 3 patients underwent prior resection, and 14 received prior photon irradiation. Proton stereotactic radiosurgery was used for 92% of patients, with a median dose of 20 Gy(RBE). The remainder received fractionated stereotactic proton therapy. Time to biochemical complete response (CR, defined as ≥ 3 months of normal laboratory values with no medical treatment), local control, and adverse effects are reported. RESULTS: With a median follow-up time of 4.3 years (range, 0.5-20.6 years) for 144 evaluable patients, the actuarial 3-year CR rate and the median time to CR were 54% and 32 months among 74 patients with Cushing disease (CD), 63% and 27 months among 8 patients with Nelson syndrome (NS), 26% and 62 months among 50 patients with acromegaly, and 22% and 60 months among 9 patients with prolactinomas, respectively. One of 3 patients with thyroid stimulating hormone-secreting tumors achieved CR. Actuarial time to CR was significantly shorter for corticotroph FPAs (CD/NS) compared with other subtypes (P=.001). At a median imaging follow-up time of 43 months, tumor control was 98% among 140 patients. The actuarial 3-year and 5-year rates of development of new hypopituitarism were 45% and 62%, and the median time to deficiency was 40 months. Larger radiosurgery target volume as a continuous variable was a significant predictor of hypopituitarism (adjusted hazard ratio 1.3, P=.004). Four patients had new-onset postradiosurgery seizures suspected to be related to generously defined target volumes. There were no radiation-induced tumors. CONCLUSIONS: Proton irradiation is an effective treatment for FPAs, and hypopituitarism remains the primary adverse effect.


Subject(s)
Adenoma/surgery , Pituitary Neoplasms/surgery , Proton Therapy/methods , Radiosurgery/methods , Acromegaly/urine , Adenoma/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Follow-Up Studies , Humans , Hypopituitarism/etiology , Male , Middle Aged , Pituitary Neoplasms/metabolism , Proton Therapy/adverse effects , Radiosurgery/adverse effects , Radiotherapy Dosage , Radiotherapy, Conformal/methods , Retrospective Studies , Thyrotropin/metabolism , Treatment Outcome , Young Adult
6.
Int J Radiat Oncol Biol Phys ; 90(2): 344-53, 2014 Oct 01.
Article in English | MEDLINE | ID: mdl-25104066

ABSTRACT

PURPOSE: Hodgkin lymphoma (HL) survivors face an increased risk of treatment-related lung cancer. Screening with low-dose computed tomography (LDCT) may allow detection of early stage, resectable cancers. We developed a Markov decision-analytic and cost-effectiveness model to estimate the merits of annual LDCT screening among HL survivors. METHODS AND MATERIALS: Population databases and HL-specific literature informed key model parameters, including lung cancer rates and stage distribution, cause-specific survival estimates, and utilities. Relative risks accounted for radiation therapy (RT) technique, smoking status (>10 pack-years or current smokers vs not), age at HL diagnosis, time from HL treatment, and excess radiation from LDCTs. LDCT assumptions, including expected stage-shift, false-positive rates, and likely additional workup were derived from the National Lung Screening Trial and preliminary results from an internal phase 2 protocol that performed annual LDCTs in 53 HL survivors. We assumed a 3% discount rate and a willingness-to-pay (WTP) threshold of $50,000 per quality-adjusted life year (QALY). RESULTS: Annual LDCT screening was cost effective for all smokers. A male smoker treated with mantle RT at age 25 achieved maximum QALYs by initiating screening 12 years post-HL, with a life expectancy benefit of 2.1 months and an incremental cost of $34,841/QALY. Among nonsmokers, annual screening produced a QALY benefit in some cases, but the incremental cost was not below the WTP threshold for any patient subsets. As age at HL diagnosis increased, earlier initiation of screening improved outcomes. Sensitivity analyses revealed that the model was most sensitive to the lung cancer incidence and mortality rates and expected stage-shift from screening. CONCLUSIONS: HL survivors are an important high-risk population that may benefit from screening, especially those treated in the past with large radiation fields including mantle or involved-field RT. Screening may be cost effective for all smokers but possibly not for nonsmokers despite a small life expectancy benefit.


Subject(s)
Hodgkin Disease/radiotherapy , Lung Neoplasms/diagnostic imaging , Neoplasms, Second Primary/diagnostic imaging , Tomography, X-Ray Computed/economics , Adult , Age Factors , Aged , Cost-Benefit Analysis , Early Detection of Cancer , Female , Humans , Life Expectancy , Male , Markov Chains , Middle Aged , Radiation Dosage , Risk , Sex Factors , Smoking , Survivors , Tomography, X-Ray Computed/methods
7.
Int J Radiat Oncol Biol Phys ; 82(5): e773-9, 2012 Apr 01.
Article in English | MEDLINE | ID: mdl-22300573

ABSTRACT

PURPOSE: To determine whether an increasing number of high-risk factors is associated with higher prostate cancer-specific mortality (PCSM) among men treated with brachytherapy (BT)-based treatment, and whether supplemental therapy has an impact on this risk. METHODS AND MATERIALS: We analyzed the cases of 2234 men with localized prostate cancer treated between 1991 and 2007 with low-dose rate BT monotherapy (n = 457) or BT with supplemental external-beam radiotherapy (EBRT, n = 229), androgen suppression therapy (AST, n = 424), or both (n = 1124). All men had at least one high-risk factor (prostate-specific antigen >20 ng/mL, biopsy Gleason score 8-10, or clinical stage ≥T2c). Competing-risks multivariable regressions were performed to determine whether the presence of at least two high-risk factors was associated with an increased risk of PCSM, with adjustment for age, comorbidity, and the type of supplemental treatment. RESULTS: The median follow-up time was 4.3 years. The number of men with at least two high-risk factors was highest in the group treated with BT, EBRT, and AST (21%), followed by BT plus EBRT or AST (13%), and BT alone (8%) (p(trend) < 0.001). The adjusted hazard ratio (AHR) for PCSM for those with at least two high-risk factors (as compared with one) was 4.8 (95% confidence interval [CI], 2.8-8.0; p < 0.001). The use of both supplemental EBRT and AST was associated with a decreased risk of PCSM (AHR 0.5; 95% CI, 0.2-0.9; p = 0.03) compared with BT alone. When the high-risk factors were analyzed separately, Gleason score 8-10 was most significantly associated with increased PCSM (AHR 6.2; 95% CI, 3.5-11.2; p < 0.001). CONCLUSIONS: Men with high-risk prostate adenocarcinoma treated with BT have decreased PCSM if they receive trimodailty therapy that includes EBRT and AST. This benefit is likely most important in men with multiple determinants of high risk.


Subject(s)
Adenocarcinoma/mortality , Adenocarcinoma/radiotherapy , Brachytherapy/mortality , Prostatic Neoplasms/mortality , Prostatic Neoplasms/therapy , Adenocarcinoma/drug therapy , Adenocarcinoma/pathology , Aged , Androgen Antagonists/therapeutic use , Brachytherapy/methods , Cause of Death , Combined Modality Therapy/methods , Combined Modality Therapy/mortality , Confidence Intervals , Follow-Up Studies , Humans , Male , Prostate-Specific Antigen/blood , Prostatic Neoplasms/pathology , Retrospective Studies , Risk Factors
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