1
|
Zhong B, Zhang Y. Survival differences in malignant meningiomas: a latent class analysis using SEER data. Discov Oncol 2025; 16:250. [PMID: 40014173 PMCID: PMC11867996 DOI: 10.1007/s12672-025-02016-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 02/24/2025] [Indexed: 02/28/2025] Open
Abstract
BACKGROUND Several studies have used demographic characteristics to examine differences in survival time for patients with malignant meningioma (MM). Latent class analysis (LCA), with its ability to identify mutually patterns of patients in a heterogeneous population. The aim of our study was to analyze the heterogeneity of sociodemographic characteristics in meningioma. METHODS The data of patients diagnosed with malignant meningioma (n = 1,562, age > 18 years old) were extracted from the Surveillance, Epidemiology, and End Result database. Data on sociodemographic characteristics such as age, sex, race, NHIA, marital status, household income, rural or urban residential area, and overall survival time were included. LCA was used to identify heterogeneous patterns of MM. each group was explored using Bayesian network analysis. RESULTS In total, 1562 patients with MM were processed by the LCA model; the 4-class latent class models were the best fit. LCA identified four survival groups: highest, intermediate-high, low-to-moderate, and lowest survival groups. Patients with the longest survival times-93.59 months-were 40-59 years old, female, Black, non-Hispanic, married, and had a family income of $60,000-$74,999 and lived in densely populated areas. Bayesian networks revealed correlations between patients with MM and sociodemographic characteristics in different latent class groups. CONCLUSION We identified and verified differences in clinical and sociodemographic characteristics between survival groups. A comprehensive understanding of the "people-oriented" subgroup characteristics will greatly benefit the diagnosis and treatment of MM.
Collapse
Affiliation(s)
- Bo Zhong
- The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
- Neurosurgery Department, XinYu People's Hospital, XinYu, 338000, Jiangxi, People's Republic of China
| | - Yan Zhang
- Department of Neurosurgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China.
| |
Collapse
|
2
|
Zaborovskii N, Schlauch A, Shapton J, Denisov A, Ptashnikov D, Mikaylov D, Masevnin S, Smekalenkov O, Murakhovsky V, Kondrashov D. Conditional survival after surgery for metastatic tumors of the spine: does prognosis change over time? EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023; 32:1010-1020. [PMID: 36708397 DOI: 10.1007/s00586-023-07548-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 01/04/2023] [Accepted: 01/16/2023] [Indexed: 01/29/2023]
Abstract
PURPOSE Conditional survival (CS) provides a dynamic prediction of patient survival by incorporating the time an individual has already survived given their disease specific characteristics. The objective of the current study was to estimate CS among patients after surgery for spinal cord compression or spinal instability, as well as stratify CS according to relevant patient- and disease-related characteristics. METHODS The clinical outcomes of 361 patients undergoing surgical management of metastatic spinal tumors were retrospectively analyzed. Stratification of this cohort according to disease and surgery-specific characteristics allowed for univariate and multivariate statistical analyses of our study population. Observed overall and conditional survival estimates were calculated by the Kaplan-Meier method. RESULTS 12-month conditional survival in patients undergoing surgical management of metastatic spine tumors increased from 57% at baseline to 70% at 24 months following spine surgery. Overall survival (OS) was influenced by CCI grade, Katagiri tumor type, presence of lung metastasis, type of spine surgery, presence of postoperative systemic therapy and ambulatory status at follow-up. Analyses of OS and CS by prognostic strata were similar with exception of stratification by surgery type. Differences in survival between strata tend to converge over time. Unfavorable factors for OS appear to be less relevant after a period of 24 months following spine surgery. CONCLUSION Patients after surgery for metastatic tumors of the spine can expect a positive trend in conditional survival as survivorship increases. Even patients with a more severe disease can be encouraged with gains in conditional survival over time. LEVEL OF EVIDENCE Level IV (retrospective cohort study).
Collapse
Affiliation(s)
- Nikita Zaborovskii
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
- Saint-Petersburg State University, Saint-Petersburg, Russia
| | - Adam Schlauch
- San Francisco Orthopaedic Residency Program/ Saint Mary's Medical Center, San Francisco, CA, USA
| | - John Shapton
- San Francisco Orthopaedic Residency Program/ Saint Mary's Medical Center, San Francisco, CA, USA
| | - Anton Denisov
- Traumatología Elgeadi/Hospital Quirónsalud Valle del Henares, Madrid, Spain
- Traumatología Elgeadi/Hospital Quirónsalud San José, Madrid, Spain
- Hospital 12 de Octubre Health Research Institute, Madrid, Spain
| | - Dmitrii Ptashnikov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
- North-Western State Medical University named after I.I.Mechnikov, Saint-Petersburg, Russia
| | - Dmitrii Mikaylov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Sergei Masevnin
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Oleg Smekalenkov
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Vladislav Murakhovsky
- Vreden National Medical Research Center of Traumatology and Orthopedics, Saint-Petersburg, Russia
| | - Dimitriy Kondrashov
- San Francisco Orthopaedic Residency Program/ Saint Mary's Medical Center, San Francisco, CA, USA.
| |
Collapse
|
3
|
Kelly PD, Yengo-Kahn AM, Tang AR, Jonathan SV, Reynolds RA, Ye F, Zhao Z, Froehler MT, Fusco MR, Morone PJ, Chitale RV. Conditional Vasospasm-Free Survival Following Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care 2022; 37:81-90. [PMID: 35099712 PMCID: PMC10949213 DOI: 10.1007/s12028-022-01444-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 01/05/2022] [Indexed: 10/19/2022]
Abstract
BACKGROUND Following aneurysmal subarachnoid hemorrhage (SAH), patients are monitored closely for vasospasm in the intensive care unit. Conditional vasospasm-free survival describes the risk of future vasospasm as a function of time elapsed without vasospasm. Conditional survival has not been applied to this clinical scenario but could improve patient counseling and intensive care unit use. The objective of this study was to characterize conditional vasospasm-free survival following SAH. METHODS This was a single institution, retrospective cohort study of patients treated for aneurysmal SAH between 1/1/2000-6/1/2020. The primary outcome was the development of vasospasm defined by the first instance of either radiographic vasospasm on computed tomography angiography, Lindegaard Index > 3.0 by transcranial doppler ultrasonography, or vasospasm-specific intraarterial therapy. Multivariable Cox regression was performed, and conditional vasospasm-free survival curves were constructed. RESULTS A total of 528 patients were treated for aneurysmal SAH and 309 (58.5%) developed vasospasm. Conditional survival curves suggest patients who survive to postbleed day 10 without vasospasm have a nearly 90% chance of being discharged without vasospasm. The median onset of vasospasm was postbleed day 6. Age more than 50 years was associated with a lower risk (hazard ratio [HR] = .76; 95% confidence interval [CI] 0.64-0.91; p < 0.001). Higher initial systolic blood pressure (HR = 1.18; 95% CI 1.046-1.350; p = .008), Hunt-Hess grades 4 or 5 (HR = 1.304; 95% CI 1.014-1.676), and modified Fisher scale score of 4 (HR = 1.808; 95% CI 1.198-2.728) were associated with higher vasospasm than the respective lower grades. CONCLUSION Conditional survival provides a useful framework for counseling patients and making decisions around vasospasm risk for patients with aneurysmal SAH, while risk factor-stratified plots facilitate a patient-centric, evidence-based approach to these conversations and decisions.
Collapse
Affiliation(s)
- Patrick D Kelly
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA.
| | - Aaron M Yengo-Kahn
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Alan R Tang
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Sumeeth V Jonathan
- Vanderbilt University School of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Rebecca A Reynolds
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Fei Ye
- Department of Biostatistics, Vanderbilt University Medical Center, Vanderbilt University, Nashville, TN, USA
| | - Zhiguo Zhao
- Department of Biostatistics, Vanderbilt University Medical Center, Vanderbilt University, Nashville, TN, USA
| | - Michael T Froehler
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Matthew R Fusco
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Peter J Morone
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| | - Rohan V Chitale
- Department of Neurological Surgery, Vanderbilt University Medical Center, Vanderbilt University Medical Center, North T-4224, 1161 21st Avenue South , Nashville, TN, 37212, USA
| |
Collapse
|
4
|
Gerges C, Elder T, Penuela M, Rossetti N, Maynard M, Jeong S, Wright CH, Wright J, Zhou X, Burant C, Sajatovic M, Hodges T. Comparative epidemiology of gliosarcoma and glioblastoma and the impact of Race on overall survival: A systematic literature review. Clin Neurol Neurosurg 2020; 195:106054. [PMID: 32650210 DOI: 10.1016/j.clineuro.2020.106054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 06/09/2020] [Accepted: 06/27/2020] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Gliosarcoma (GSM) is a rare subtype of glioblastoma (GBM) that accounts for approximately four percent of high-grade gliomas. There is scarce epidemiological data on patients with GSM as a distinct subgroup of GBM. METHODS A systematic literature review was performed of peer-reviewed databases using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines to evaluate the impact of race and ethnicity on survival in patients with GSM compared to patients with GBM. RESULTS Following initial abstract screening, a total of 138 articles pertaining to GSM and 275 pertaining to GBM met criteria for full-text review, with 5 and 27 articles included in the final analysis for GSM and GBM, respectively. The majority of patients in both cohorts were non-Hispanic Whites, representing 85.6 % of total GSM patients and 87.7 % of GBM patients analyzed. Two GSM studies stratified survival by race, with one reporting the longest median survival for the Hispanic population of 10.6 months and the shortest median survival for the Asian population of 9 months. Among the GBM studies analyzed, the majority of studies reported shorter survival and higher risk of mortality among White Non-Hispanics compared to non-White patients; and of the 15 studies which reported data for the Asian population, 12 studies reported this race category to have the longest survival compared to all other races studied. Younger age, female sex, MGMT promoter methylation status, and adjuvant chemoradiation therapy were associated with improved survival in both GSM and GBM cohorts, although these were not further stratified by race. CONCLUSION GSM portends a similarly poor prognosis to other GBM subtypes; however, few studies exist which have examined factors associated with differences in survival between these histologic variants. This review of the literature suggests there is a possible association between race and survival for patients with GBM, however data supporting this conclusion for patients with GSM is lacking. These findings suggest that GSM is a distinct disease from other GBM subtypes, with epidemiologic differences that should be further explored.
Collapse
Affiliation(s)
- Christina Gerges
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA
| | - Theresa Elder
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, USA.
| | - Maria Penuela
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA
| | - Nikki Rossetti
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA
| | - Marquis Maynard
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA
| | - Stacy Jeong
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA
| | - Christina Huang Wright
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA; Department of Neurological Surgery, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, USA
| | - James Wright
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA; Department of Neurological Surgery, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, USA
| | - Xiaofei Zhou
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA; Department of Neurological Surgery, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, USA
| | - Christopher Burant
- Mandel School of Applied Social Sciences Case Western Reserve University, Cleveland, OH, USA; Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Martha Sajatovic
- Neurological and Behavioral Outcomes Research Center, University Hospitals Cleveland Medical Center, Cleveland, OH USA; Departments of Neurology and Psychiatry, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Tiffany Hodges
- Case Western Reserve University School of Medicine, 10900 Euclid Ave, Cleveland, OH, USA; Department of Neurological Surgery, University Hospitals Cleveland Medical Center, 11100 Euclid Avenue, Cleveland, OH, USA
| |
Collapse
|
5
|
Yang AI, Mensah-Brown KG, Rinehart C, Fathy R, Hitti FL, Brant J, Lee JYK. Inequalities in Meningioma Survival: Results from the National Cancer Database. Cureus 2020; 12:e7304. [PMID: 32313745 PMCID: PMC7164547 DOI: 10.7759/cureus.7304] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Meningiomas are the second most common primary tumors of the central nervous system. However, there is a paucity of literature examining how healthcare, demographic, and socioeconomic factors impact patient outcomes. Methods We conducted a retrospective study of 65,812 patients from the National Cancer Database (NCDB; 2004-2012) who received treatment for their meningioma. Univariate and multivariate analyses were performed with the overall five-year survival as the primary outcome, and the following factors: facility type, geography, housing area, patient insurance, sex, ethnicity, race, income, and education. The multivariate model was adjusted for patient age, co-morbidity, tumor size, behavior, and treatment strategy. Results Diagnosis and treatment at an academic/research program, private insurance, female sex, Hispanic ethnicity, and high school diploma conferred a survival advantage on both univariate and multivariate analyses. Conclusions Disparities in survival outcomes in patients with meningiomas exist across multiple healthcare, demographic, and socioeconomic factors. Additional research is needed to elucidate the genetic and environmental factors driving these inequalities.
Collapse
Affiliation(s)
- Andrew I Yang
- Neurosurgery, University of Pennsylvania, Philadelphia, USA
| | - Kobina G Mensah-Brown
- Neurological Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Cole Rinehart
- Neurosurgery, University of Pennsylvania, Philadelphia, USA
| | - Ramie Fathy
- Otorhinolaryngology - Head and Neck Surgery, University of Pennsylvania, Philadelphia, USA
| | | | - Jason Brant
- Otorhinolaryngology, University of Pennsylvania, Philadelphia, USA
| | - John Y K Lee
- Neurosurgery, University of Pennsylvania, Philadelphia, USA
| |
Collapse
|
6
|
Guzauskas GF, Pollom EL, Stieber VW, Wang BCM, Garrison LP. Tumor treating fields and maintenance temozolomide for newly-diagnosed glioblastoma: a cost-effectiveness study. J Med Econ 2019; 22:1006-1013. [PMID: 31050315 DOI: 10.1080/13696998.2019.1614933] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Purpose: The EF-14 trial demonstrated that adding tumor treating fields (TTFields) to maintenance temozolomide (TMZ) significantly extends progression-free survival (PFS) and overall survival (OS) for newly-diagnosed glioblastoma (GBM) patients. This study assessed the cost-effectiveness of TTFields and TMZ for newly-diagnosed GBM from the US healthcare system perspective. Methods and materials: Outcomes for newly-diagnosed GBM patients were estimated over a lifetime horizon using an area under the curve model with three states: stable disease, progressive disease, or death. The survival model integrated the 5-year EF-14 trial results with long-term GBM epidemiology data and US background mortality rates. Adverse event rates were derived from the EF-14 trial data. Utility values to determine quality-adjusted life-years, adverse event costs, and supportive care costs were obtained from published literature. A 3% discount rate was applied to future costs and outcomes. One-way and probabilistic sensitivity analyses were performed to assess result uncertainty due to parameter variability. Results: Treatment with TTFields and TMZ was estimated to result in a mean increase in survival of 1.25 life years (95% credible range [CR] = 0.89-1.67) and 0.96 quality-adjusted life years (QALYs) (95% CR = 0.67-1.30) compared to treatment with TMZ alone. The incremental total cost was $188,637 (95% CR = $145,324-$225,330). The incremental cost-effectiveness ratio (ICER) was $150,452 per life year gained and $197,336 per QALY gained. The model was most sensitive to changes in the cost of TTFields treatment. Conclusions: Adding TTFields to maintenance TMZ resulted in a substantial increase in the estimated mean lifetime survival and quality-adjusted survival for newly-diagnosed GBM patients. Treatment with TTFields can be considered cost-effective within the reported range of willingness-to-pay thresholds in the US.
Collapse
Affiliation(s)
- Gregory F Guzauskas
- Department of Pharmacy, The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington , Seattle , WA , USA
| | - Erqi L Pollom
- Department of Radiation Oncology, Stanford University , Stanford , CA , USA
| | - Volker W Stieber
- Department of Radiation Oncology, Novant Health Forsyth Medical Center , Winston-Salem , NC , USA
| | | | - Louis P Garrison
- Department of Pharmacy, The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington , Seattle , WA , USA
| |
Collapse
|
7
|
De Witt Hamer PC, Ho VKY, Zwinderman AH, Ackermans L, Ardon H, Boomstra S, Bouwknegt W, van den Brink WA, Dirven CM, van der Gaag NA, van der Veer O, Idema AJS, Kloet A, Koopmans J, Ter Laan M, Verstegen MJT, Wagemakers M, Robe PAJT. Between-hospital variation in mortality and survival after glioblastoma surgery in the Dutch Quality Registry for Neuro Surgery. J Neurooncol 2019; 144:313-323. [PMID: 31236819 PMCID: PMC6700042 DOI: 10.1007/s11060-019-03229-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 06/19/2019] [Indexed: 12/17/2022]
Abstract
PURPOSE Standards for surgical decisions are unavailable, hence treatment decisions can be personalized, but also introduce variation in treatment and outcome. National registrations seek to monitor healthcare quality. The goal of the study is to measure between-hospital variation in risk-standardized survival outcome after glioblastoma surgery and to explore the association between survival and hospital characteristics in conjunction with patient-related risk factors. METHODS Data of 2,409 adults with first-time glioblastoma surgery at 14 hospitals were obtained from a comprehensive, prospective population-based Quality Registry Neuro Surgery in The Netherlands between 2011 and 2014. We compared the observed survival with patient-specific risk-standardized expected early (30-day) mortality and late (2-year) survival, based on age, performance, and treatment year. We analyzed funnel plots, logistic regression and proportional hazards models. RESULTS Overall 30-day mortality was 5.2% and overall 2-year survival was 13.5%. Median survival varied between 4.8 and 14.9 months among hospitals, and biopsy percentages ranged between 16 and 73%. One hospital had lower than expected early mortality, and four hospitals had lower than expected late survival. Higher case volume was related with lower early mortality (P = 0.031). Patient-related risk factors (lower age; better performance; more recent years of treatment) were significantly associated with longer overall survival. Of the hospital characteristics, longer overall survival was associated with lower biopsy percentage (HR 2.09, 1.34-3.26, P = 0.001), and not with academic setting, nor with case volume. CONCLUSIONS Hospitals vary more in late survival than early mortality after glioblastoma surgery. Widely varying biopsy percentages indicate treatment variation. Patient-related factors have a stronger association with overall survival than hospital-related factors.
Collapse
Affiliation(s)
- Philip C De Witt Hamer
- Department of Neurosurgery, Neurosurgical Center Amsterdam, Location VU Medical Center, Amsterdam, The Netherlands.
- Department of Neurosurgery, Amsterdam University Medical Centers, Location VU Medical Center, De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands.
| | - Vincent K Y Ho
- Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - Aeilko H Zwinderman
- Department of Clinical Epidemiology and Biostatistics, Academic Medical Center, Amsterdam, The Netherlands
| | - Linda Ackermans
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Hilko Ardon
- Department of Neurosurgery, St Elisabeth Hospital, Tilburg, The Netherlands
| | - Sytske Boomstra
- Department of Neurosurgery, Medical Spectrum Twente, Enschede, The Netherlands
| | - Wim Bouwknegt
- Department of Neurosurgery, Medical Center Slotervaart, Amsterdam, The Netherlands
| | | | - Clemens M Dirven
- Department of Neurosurgery, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Niels A van der Gaag
- HAGA Teaching Hospital, The Hague, The Netherlands
- Leiden University Medical Center, Leiden, The Netherlands
| | | | - Albert J S Idema
- Department of Neurosurgery, Northwest Clinics, Alkmaar, The Netherlands
| | - Alfred Kloet
- Department of Neurosurgery, Medical Center Haaglanden, The Hague, The Netherlands
| | - Jan Koopmans
- Department of Neurosurgery, Martini Hospital, Groningen, The Netherlands
| | - Mark Ter Laan
- Department of Neurosurgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Michiel Wagemakers
- Department of Neurosurgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Pierre A J T Robe
- Department of Neurology & Neurosurgery, University Medical Center Utrecht, Utrecht, The Netherlands
| |
Collapse
|
8
|
Patel NP, Lyon KA, Huang JH. The effect of race on the prognosis of the glioblastoma patient: a brief review. Neurol Res 2019; 41:967-971. [PMID: 31271539 DOI: 10.1080/01616412.2019.1638018] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Objectives: Glioblastoma is the most common primary malignant brain tumor in adults, and despite decades of intensive research regarding its pathophysiology and treatment, the prognosis for glioblastoma patients remains poor. While many studies have analyzed various factors that may influence survival outcomes, the focus of this brief review is to discuss the influence that apatient's race/ethnicity has on survival. This factor has been investigated in large population-based studies and in smaller institutional analyses, but the prognostic utility of this factor has been inconsistent. Discussion of this topic is therefore warranted to better equip providers to counsel and treat patients with glioblastoma, as well as to identify areas of future research. Methods: A comprehensive literature search is performed to identify studies that reported GBM survival outcomes by race/ethnicity. Results: Although some discrepancies exist, asignificant survival benefit is associated with the Asian or Pacific Islander (API) race, whereas white patients have the poorest survival and highest incidence. Hispanic patients tend to fare better than white patients but have worse survival than APIs. Discussion: Further analysis into the differences in survival among different races may lead to an increased understanding of potential molecular and genetic targets, thus guiding future treatment plans for these patients. Abbreviations: AAAIR: Average Annual Age-Adjusted Incidence Rate; AI/AN: American Indian or Alaska Native; API: Asian or Pacific Islander; CBTRUS: Central Brain Tumor Registry of the United States; CUMC: Columbia University Medical Center; EOR: Extent of Resection; Exc: Excluded; GBM: Glioblastoma; GTR: Gross Total Resection; IDH-1: Isocitrate Dehydrogenase 1; MGMT: O6-Methylguanine DNA Methyltransferase; NCDB: National Cancer Database; OS: Overall Survival; O/U: Other/Unknown; PFS: Progression-Free Survival; SEER: Surveillance, Epidemiology, and End Results; S&W BTR: Scott & White Brain Tumor Registry; UCLA: University of California Los Angeles; UM: University of Miami.
Collapse
Affiliation(s)
| | - Kristopher A Lyon
- Texas A&M College of Medicine , Temple , TX , USA.,Department of Neurosurgery, Baylor Scott & White Health , Temple , TX , USA
| | - Jason H Huang
- Texas A&M College of Medicine , Temple , TX , USA.,Department of Neurosurgery, Baylor Scott & White Health , Temple , TX , USA
| |
Collapse
|
9
|
Molinaro AM, Taylor JW, Wiencke JK, Wrensch MR. Genetic and molecular epidemiology of adult diffuse glioma. Nat Rev Neurol 2019; 15:405-417. [PMID: 31227792 PMCID: PMC7286557 DOI: 10.1038/s41582-019-0220-2] [Citation(s) in RCA: 480] [Impact Index Per Article: 80.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/15/2019] [Indexed: 12/24/2022]
Abstract
The WHO 2007 glioma classification system (based primarily on tumour histology) resulted in considerable interobserver variability and substantial variation in patient survival within grades. Furthermore, few risk factors for glioma were known. Discoveries over the past decade have deepened our understanding of the molecular alterations underlying glioma and have led to the identification of numerous genetic risk factors. The advances in molecular characterization of glioma have reframed our understanding of its biology and led to the development of a new classification system for glioma. The WHO 2016 classification system comprises five glioma subtypes, categorized by both tumour morphology and molecular genetic information, which led to reduced misclassification and improved consistency of outcomes within glioma subtypes. To date, 25 risk loci for glioma have been identified and several rare inherited mutations that might cause glioma in some families have been discovered. This Review focuses on the two dominant trends in glioma science: the characterization of diagnostic and prognostic tumour markers and the identification of genetic and other risk factors. An overview of the many challenges still facing glioma researchers is also included.
Collapse
Affiliation(s)
- Annette M Molinaro
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA.
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA.
| | - Jennie W Taylor
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - John K Wiencke
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Institute of Human Genetics, University of California, San Francisco, San Francisco, CA, USA
| | - Margaret R Wrensch
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Institute of Human Genetics, University of California, San Francisco, San Francisco, CA, USA
| |
Collapse
|
10
|
Neuhauser M, Roetzer T, Oberndorfer S, Kitzwoegerer M, Payer F, Unterluggauer JJ, Haybaeck J, Stockhammer G, Iglseder S, Moser P, Thomé C, Stultschnig M, Wuertz F, Brandner-Kokalj T, Weis S, Bandke D, Pichler J, Hutterer M, Krenosz KJ, Boehm A, Mayrbaeurl B, Hager-Seifert A, Kaufmann H, Dumser M, Reiner-Concin A, Hoenigschnabl S, Kleindienst W, Hoffermann M, Dieckmann K, Kiesel B, Widhalm G, Marosi C, Jaeger U, Hainfellner A, Hackl M, Hainfellner JA, Preusser M, Woehrer A. Increasing use of immunotherapy and prolonged survival among younger patients with primary CNS lymphoma: a population-based study. Acta Oncol 2019; 58:967-976. [PMID: 30994047 DOI: 10.1080/0284186x.2019.1599137] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Background: Primary CNS lymphoma is a highly aggressive and rare type of extranodal non-Hodgkin lymphoma. Although, new therapeutic approaches have led to improved survival, the management of the disease poses a challenge, practice patterns vary across institutions and countries, and remain ill-defined for vulnerable patient subgroups. Material and Methods: Using information from the Austrian Brain Tumor Registry we followed a population-based cohort of 189 patients newly diagnosed from 2005 to 2010 through various lines of treatment until death or last follow-up (12-31-2016). Prognostic factors and treatment-related data were integrated in a comprehensive survival analysis including conditional survival estimates. Results: We find variable patterns of first-line treatment with increasing use of rituximab and high-dose methotrexate (HDMTX)-based poly-chemotherapy after 2007, paralleled by an increase in median overall survival restricted to patients aged below 70 years. In the entire cohort, 5-year overall survival was 24.4% while 5-year conditional survival increased with every year postdiagnosis. Conclusion: In conclusion, we show that the use of poly-chemotherapy and immunotherapy has disseminated to community practice to a fair extent and survival has increased over time at least in younger patients. Annually increasing conditional survival rates provide clinicians with an adequate and encouraging prognostic measure.
Collapse
Affiliation(s)
- Magdalena Neuhauser
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Thomas Roetzer
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Stefan Oberndorfer
- Department of Neurology, University Hospital St. Poelten, Karl Landsteiner University of Health Sciences, St. Poelten, Austria
| | - Melitta Kitzwoegerer
- Department of Pathology, University Hospital St. Poelten Karl Landsteiner University of Health Sciences, St. Poelten, Austria
| | - Franz Payer
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Julia J. Unterluggauer
- Department of Neuropathology, Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Johannes Haybaeck
- Department of Neuropathology, Institute of Pathology, Medical University of Graz, Graz, Austria
- Department of Pathology, Otto-von-Guericke University of Magdeburg, Magdeburg, Germany
| | - Günther Stockhammer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Sarah Iglseder
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Patrizia Moser
- Department of Pathology, Medical University of Innsbruck, Innsbruck, Austria
| | - Claudius Thomé
- Department of Neurosurgery, Medical University of Innsbruck, Innsbruck, Austria
| | | | - Franz Wuertz
- Institute of Pathology, State Hospital Klagenfurt, Klagenfurt, Austria
| | | | - Serge Weis
- Department of Neuropathology, Neuromed Campus, Kepler University Hospital, Johannes Kepler University of Linz, Linz, Austria
| | - Dave Bandke
- Department of Neuropathology, Neuromed Campus, Kepler University Hospital, Johannes Kepler University of Linz, Linz, Austria
| | - Josef Pichler
- Department of Internal Medicine and Neurooncology, Neuromed Campus, Kepler University Hospital, Johannes Kepler University of Linz, Linz, Austria
| | - Markus Hutterer
- Department of Neurology, Neuromed Campus, Kepler University Hospital, Johannes Kepler University of Linz, Linz, Austria
| | - Karl J. Krenosz
- Department of Hematology and Oncology, Kepler University Hospital, Johannes Kepler University of Linz, Linz, Austria
| | - Alexandra Boehm
- Department of Internal Medicine, Hematology and Oncology, Hospital Elisabethinen, Linz, Austria
| | - Beate Mayrbaeurl
- Department of Internal Medicine IV, Hospital Wels-Grieskirchen, Wels-Grieskirchen, Austria
| | - Andrea Hager-Seifert
- Department of Neurology, State Hospital Wiener Neustadt, Wiener Neustadt, Austria
| | - Hannes Kaufmann
- Department of Oncology, Krankenanstalt Rudolfstiftung, Vienna, Austria
| | - Martina Dumser
- Department of Pathology, Krankenanstalt Rudolfstiftung, Vienna, Austria
| | | | | | - Waltraud Kleindienst
- Department of Neurology, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Markus Hoffermann
- Department of Neurosurgery, State Hospital Feldkirch, Feldkirch, Austria
| | - Karin Dieckmann
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Radiotherapy, Medical University of Vienna, Vienna, Austria
| | - Barbara Kiesel
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Georg Widhalm
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Christine Marosi
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Ulrich Jaeger
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Andreas Hainfellner
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Monika Hackl
- Austrian National Cancer Registry, Statistics Austria, Vienna, Austria
| | - Johannes A. Hainfellner
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Matthias Preusser
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Adelheid Woehrer
- Institute of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| |
Collapse
|
11
|
Guzauskas GF, Salzberg M, Wang BC. Estimated lifetime survival benefit of tumor treating fields and temozolomide for newly diagnosed glioblastoma patients. CNS Oncol 2018; 7:CNS23. [PMID: 30124334 PMCID: PMC6200060 DOI: 10.2217/cns-2018-0010] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Aim: To estimate the mean lifetime survival benefit, an essential component of health economic evaluations in oncology, of adding tumor treating fields (TTFields) to maintenance temozolomide (TMZ) for newly diagnosed glioblastoma patients. Methods: We integrated EF-14 trial data with glioblastoma epidemiology data. The model provided for an evidence-based approach to estimate lifetime survival for the material number of EF-14 trial patients still alive at 5 years. Results & conclusion: Patients treated with TTFields and TMZ had an incremental mean lifetime survival of 1.8 years (TTFields/TMZ: 4.2 vs TMZ alone: 2.4). Patients alive at year 2 after starting TTFields had a 20.7% probability of surviving to year 10. The results presented here provide the required incremental survival benefit necessary for a future assessment of the incremental cost–effectiveness of TTFields.
Collapse
Affiliation(s)
| | - Marc Salzberg
- Tufts Center for the Study of Drug Development, Tufts University, Boston, MA 02111, USA
| | - Bruce Cm Wang
- Department of Pharmacy, University of Washington, Seattle, WA 98195, USA.,Elysia Group, LLC, New York, NY 10017, USA
| |
Collapse
|
12
|
Bohn A, Braley A, Rodriguez de la Vega P, Zevallos JC, Barengo NC. The association between race and survival in glioblastoma patients in the US: A retrospective cohort study. PLoS One 2018; 13:e0198581. [PMID: 29927955 PMCID: PMC6013158 DOI: 10.1371/journal.pone.0198581] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 05/22/2018] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Glioblastoma is the most common primary brain cancer in adults with an incidence of 3.4 per 100,000, making up about 15% of all brain tumors. Inconsistent results have been published in regard differences in survival between white and black glioblastoma patients. The objective of this to study the association between race and in Glioblastoma patients in the USA during 2010-2014. METHODS AND FINDINGS The National Cancer Institute's Surveillance Epidemiology and End Results (SEER) database were used to evaluate race/ethnicity (White non-Hispanic, Black non-Hispanic, Asian/Pacific Islanders non-Hispanic (API)) and Hispanic) adults patients with first-time diagnosis of glioblastoma (International Classification of Diseases for Oncology, 3rd Edition [ICD-O-3], codes C711-C714, and histology type 9440/3) from 2010-2014. The primary outcome was 3-year overall survival which was defined as months from diagnosis to death due to any cause and cancer, Kaplan-Meier (KM) and log-rank test were used to compare overall survival times across race groups. Cox proportional hazard models were used to determine the independent effect of race on 3-year survival. Age, gender, health insurance coverage, primary site, tumor size, extent of surgery and year of diagnosis were included in the adjusted model. The 3-year overall survival for API-non Hispanic (NH) patients decreased by 25% compared with White NH glioblastoma patients (hazard ratio (HR) 0.75; 95% confidence interval (CI) 0.62-0.90)) after adjusting for age, gender, health insurance, primary site, tumor size, and extent of the surgery. Black NH (HR 0.95; 95% CI 0.80-1.13) and Hispanic (HR 1.01, 95% CI 0.84-1.21) exhibited similar mortality risks compared with White NH patients. CONCLUSION Compared with White NH, API NH with glioblastoma have a better survival. The findings from this study can help increase the accuracy of the prognostic outlook for white, black and API patients with GBM.
Collapse
Affiliation(s)
- Andrew Bohn
- Department of Medical and Health Science Research, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, United States of America
| | - Alexander Braley
- Department of Medical and Health Science Research, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, United States of America
| | - Pura Rodriguez de la Vega
- Department of Medical and Health Science Research, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, United States of America
| | - Juan Carlos Zevallos
- Department of Medical and Health Science Research, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, United States of America
| | - Noël C. Barengo
- Department of Medical and Health Science Research, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida, United States of America
| |
Collapse
|
13
|
Zygogianni A, Protopapa M, Kougioumtzopoulou A, Simopoulou F, Nikoloudi S, Kouloulias V. From imaging to biology of glioblastoma: new clinical oncology perspectives to the problem of local recurrence. Clin Transl Oncol 2018; 20:989-1003. [PMID: 29335830 DOI: 10.1007/s12094-018-1831-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2017] [Accepted: 01/04/2018] [Indexed: 12/13/2022]
Abstract
GBM is one of the most common and aggressive brain tumors. Surgery and adjuvant chemoradiation have succeeded in providing a survival benefit. Although most patients will eventually experience local recurrence, the means to fight recurrence are limited and prognosis remains poor. In a disease where local control remains the major challenge, few trials have addressed the efficacy of local treatments, either surgery or radiation therapy. The present article reviews recent advances in the biology, imaging and biomarker science of GBM as well as the current treatment status of GBM, providing new perspectives to the problem of local recurrence.
Collapse
Affiliation(s)
- A Zygogianni
- Radiotherapy Unit, 1st Department of Radiology, Medical School, Aretaieion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - M Protopapa
- Radiotherapy Unit, 1st Department of Radiology, Medical School, Aretaieion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - A Kougioumtzopoulou
- Radiotherapy Unit, 2nd Department of Radiology, Medical School, ATTIKON University Hospital, National and Kapodistrian University of Athens, Rimini 1, 12462, Chaidari, Greece
| | - F Simopoulou
- Radiotherapy Unit, 1st Department of Radiology, Medical School, Aretaieion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - S Nikoloudi
- Radiotherapy Unit, 1st Department of Radiology, Medical School, Aretaieion University Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - V Kouloulias
- Radiotherapy Unit, 2nd Department of Radiology, Medical School, ATTIKON University Hospital, National and Kapodistrian University of Athens, Rimini 1, 12462, Chaidari, Greece.
| |
Collapse
|
14
|
Yuan Y, Ross J, Shi Q, Davis FG. Conditional survival after a diagnosis of malignant brain tumour in Canada: 2000-2008. ACTA ACUST UNITED AC 2017; 24:e341-e347. [PMID: 29089803 DOI: 10.3747/co.24.3579] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND "Conditional survival probability" is defined as the probability that a patient will survive an additional time, given that the patient has already survived a defined period of time after diagnosis. Such estimates might be more relevant for clinicians and patients during post-diagnosis care, because survival probability projections are based on the patient's survival to date. Here, we provides the first population-based estimates of conditional survival probabilities by histology for brain cancer in Canada. METHODS Canadian Cancer Registry data were accessed for patients diagnosed with primary brain cancers during 2000-2008. Kaplan-Meier survival probabilities were estimated by histology. Conditional survival probabilities at 6 months (short-term, denoted scs) and 2 years (long-term, denoted lcs) were derived from the Kaplan-Meier survival estimates for a range of time periods. RESULTS Among the 20,875 patients who met the study criteria, scs increased by a margin of 16-18 percentage points from 6-month survivors to 2-year survivors for the three most aggressive brain cancers. The lcs for 2-year survivors was 66% or greater for all tumour groups except glioblastoma. The lcs for 4-year survivors was 62% or greater for all histologies. For glioblastoma and diffuse astrocytoma, the lcs increased each year after diagnosis. For all other histologies, the lcs first increased and then plateaued from 2 years after diagnosis. The lcs and scs both worsened with increasing older age at diagnosis. SUMMARY We report histologically specific conditional survival probabilities that can have value for clinicians practicing in Canada as they plan the course of follow-up for individual patients with brain cancer.
Collapse
Affiliation(s)
- Y Yuan
- School of Public Health, University of Alberta, Edmonton, AB
| | - J Ross
- School of Public Health, University of Alberta, Edmonton, AB
| | - Q Shi
- School of Public Health, University of Alberta, Edmonton, AB
| | - F G Davis
- School of Public Health, University of Alberta, Edmonton, AB
| |
Collapse
|
15
|
Jazayeri S, Feli A, Bitaraf MA, Solaymani Dodaran M, Alikhani M, Hosseinzadeh-Attar MJ. Effects of Copper Reduction on Angiogenesis-Related Factors
in Recurrent Glioblastoma Cases. Asian Pac J Cancer Prev 2016; 17:4609-4614. [PMID: 27892672 PMCID: PMC5454605 DOI: 10.22034/apjcp.2016.17.10.4609] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Purposeː To evaluate the therapeutic effects of copper reduction on angiogenesis-related factors in patients with glioblastoma multiforme treated by gamma knife radiosurgery. Materials and Methodsː In the present block randomized, placebo-controlled trial, fifty eligible patients with a diagnosis of glioblastoma multiforme who were candidates for gamma knife radiosurgery were randomly assigned into two groups to receive daily either 1gr penicillamine and a low copper diet or placebo for three months. The intervention started on the same day as gamma knife radiosurgery. Serum interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), vascular endothelial growth factor (VEGF) and copper levels were measured at baseline and after the intervention. The serum copper level was used as the final index of compliance with the diet. In order to control probable side effects of intervention, laboratory tests were conducted at the beginning, middle and end of the study. Resultsː The patients had a mean age and Karnofsky Performance Scale of 43.7 years and 75 respectively. Mean serum copper levels were significantly reduced in intervention group. Mean survival time was 18.5 months in intervention group vs. 14.9 in placebo group. VEGF and IL-6 levels in the intervention group were also significantly reduced compared to the placebo group and TNF-α increased less. Conclusionsː It seems that reducing the level of copper in the diet and dosing with penicillamine leads to decline of angiogenesis-related factors such as VEGF, IL-6 and TNF-α. Approaches targeting angiogenesis may improve survival and can be used as a future therapeutic strategy.
Collapse
Affiliation(s)
- Shima Jazayeri
- Department of Nutrition, School of Public Health, Iran University of Medical Sciences,Tehran, Iran.
| | | | | | | | | | | |
Collapse
|