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Hijazi A, Mohanna M, Sabbagh S, Herrán M, Dominguez B, Sarna K, Nahleh Z. Clinico-pathologic factors and survival of patients with breast cancer diagnosed with de novo brain metastasis: a national cancer database analysis. Breast Cancer Res Treat 2024; 206:527-541. [PMID: 38683296 PMCID: PMC11208224 DOI: 10.1007/s10549-024-07321-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 03/28/2024] [Indexed: 05/01/2024]
Abstract
PURPOSE Patients with Breast Cancer (BC) with Brain Metastasis (BCBM) have poor survival outcomes. We aimed to explore the clinico-pathologic and therapeutic factors predicting the survival in patients with de novo BCBM using the National Cancer Database (NCDB). PATIENTS AND METHODS The NCDB was queried for patients with BC between 2010 and 2020. Survival analysis with Kaplan-Meier curves and log rank tests were used to find median overall survival (OS) in months (95% CI) across the different variables. A multivariate cox regression model was computed to identify significant predictors of survival. RESULTS Out of n = 2,610,598 patients, n = 9005 (0.34%) had de novo BCBM. A trend of decreasing OS was observed with increasing age, Charlson-Deyo score (CDS), and number of extracranial metastatic sites. The highest median OS was observed in the Triple Positive and the lowest OS in the Triple Negative subgroup. Based on treatment regimen, combination of systemic therapy and local therapy achieved the highest OS. A positive trend in OS was observed in the BC subgroup analysis with targeted therapy demonstrating a survival benefit when added to systemic therapy. The multivariate cox regression model showed that age, race, ethnicity, insurance, median income, facility type, CDS, BC subtype, metastatic location sites, and treatment combinations received were significantly associated with risk of death. Receiving only local treatment for BM without systemic therapy more than doubled the risk of death compared to combining it with systemic therapy. CONCLUSIONS This analysis suggests that treatment of systemic disease is the major factor influencing survival in patients with BCBM. Moreover, targeted therapy with anti-HER2 increased survival when added to systemic therapy explaining the highest median OS noted in the Triple Positive subgroup.
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Affiliation(s)
- Ali Hijazi
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA.
| | - Mohamed Mohanna
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
| | - Saad Sabbagh
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
| | - María Herrán
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
| | - Barbara Dominguez
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
| | - Kaylee Sarna
- Center for Clinical Research, Cleveland Clinic Foundation, Weston, FL, 33331, USA
| | - Zeina Nahleh
- Department of Hematology and Oncology, Cleveland Clinic Florida, 2950 Cleveland Clinic Blvd, Weston, FL, 33331, USA
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Michl M, Taverna F, Woischke C, Li P, Klauschen F, Kirchner T, Heinemann V, von Bergwelt-Baildon M, Stahler A, Herold TM, Jurinovic V, Engel J, Kumbrink J, Neumann J. Identification of a gene expression signature associated with brain metastasis in colorectal cancer. Clin Transl Oncol 2024; 26:1886-1895. [PMID: 38558282 DOI: 10.1007/s12094-024-03408-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 02/11/2024] [Indexed: 04/04/2024]
Abstract
PURPOSE Brain metastasis (BM) in colorectal cancer (CRC) is a rare event with poor prognosis. Apart from (K)RAS status and lung and bone metastasis no biomarkers exist to identify patients at risk. This study aimed to identify a gene expression signature associated with colorectal BM. METHODS Three patient groups were formed: 1. CRC with brain metastasis (BRA), 2. exclusive liver metastasis (HEP) and, 3. non-metastatic disease (M0). RNA was extracted from primary tumors and mRNA expression was measured using a NanoString Panel (770 genes). Expression was confirmed by qPCR in a validation cohort. Statistical analyses including multivariate logistic regression followed by receiver operating characteristic (ROC) analysis were performed. RESULTS EMILIN3, MTA1, SV2B, TMPRSS6, ACVR1C, NFAT5 and SMC3 were differentially expressed in BRA and HEP/M0 groups. In the validation cohort, differential NFAT5, ACVR1C and SMC3 expressions were confirmed. BRA patients showed highest NFAT5 levels compared to HEP/M0 groups (global p = 0.02). High ACVR1C expression was observed more frequently in the BRA group (42.9%) than in HEP (0%) and M0 (7.1%) groups (global p = 0.01). High SMC3 expressions were only detectable in the BRA group (global p = 0.003). Only patients with BM showed a combined high expression of NFAT5, ACVR1C or SMC3 as well as of all three genes. ROC analysis revealed a good prediction of brain metastasis by the three genes (area under the curve (AUC) = 0.78). CONCLUSIONS The NFAT5, ACVR1C and SMC3 gene expression signature is associated with colorectal BM. Future studies should further investigate the importance of this biomarker signature.
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Affiliation(s)
- Marlies Michl
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Francesco Taverna
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Christine Woischke
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Pan Li
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Frederick Klauschen
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Thomas Kirchner
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Volker Heinemann
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Michael von Bergwelt-Baildon
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- Department of Haematology and Oncology, Comprehensive Cancer Center Munich, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Arndt Stahler
- Department of Hematology, Oncology, and Tumorimmunology, Corporate Member of Freie Universitaet Berlin and Humbolt-Universitaet zu Berlin, Charité - Universitaetsmedizin Berlin, Berlin, Germany
| | - Tobias Marcus Herold
- Department of Medicine III, University Hospital, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Vindi Jurinovic
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Jutta Engel
- Munich Cancer Registry (MCR), Ludwig-Maximilian-University of Munich, Munich, Germany
| | - Jörg Kumbrink
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany.
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany.
| | - Jens Neumann
- Institute of Pathology, Faculty of Medicine, Ludwig-Maximilian-University of Munich, Munich, Germany
- German Cancer Consortium (DKTK), Partner Site Munich and German Cancer Research Centre (DKFZ), Heidelberg, Germany
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3
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van Grinsven EE, Cialdella F, Gmelich Meijling Y, Verhoeff JJC, Philippens MEP, van Zandvoort MJE. Individualized trajectories in postradiotherapy neurocognitive functioning of patients with brain metastases. Neurooncol Pract 2024; 11:441-451. [PMID: 39006520 PMCID: PMC11241367 DOI: 10.1093/nop/npae024] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024] Open
Abstract
Background The increasing incidence of brain metastases (BMs) and improved survival rates underscore the necessity to investigate the effects of treatments on individuals. The aim of this study was to evaluate the individual trajectories of subjective and objective cognitive performance after radiotherapy in patients with BMs. Methods The study population consisted of adult patients with BMs referred for radiotherapy. A semi-structured interview and comprehensive neurocognitive assessment (NCA) were used to assess both subjective and objective cognitive performance before, 3 months and ≥ 11 months after radiotherapy. Reliable change indices were used to identify individual, clinically meaningful changes. Results Thirty-six patients completed the 3-month follow-up, and 14 patients completed the ≥ 11-months follow-up. Depending on the domain, subjective cognitive decline was reported by 11-22% of patients. In total, 50% of patients reported subjective decline in at least one cognitive domain. Intracranial progression 3 months postradiotherapy was a risk-factor for self-reported deterioration (P = .031). Objective changes were observed across all domains, with a particular vulnerability for decline in memory at 3 months postradiotherapy. The majority of patients (81%) experienced both a deterioration as well as improvement (eg, mixed response) in objective cognitive functioning. Results were similar for the long-term follow-up (3 to ≥11 months). No risk factors for objective cognitive change 3 months postradiotherapy were identified. Conclusions Our study revealed that the majority of patients with BMs will show a mixed cognitive response following radiotherapy, reflecting the complex impact. This underscores the importance of patient-tailored NCAs 3 months postradiotherapy to guide optimal rehabilitation strategies.
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Affiliation(s)
- Eva E van Grinsven
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Fia Cialdella
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yoniet Gmelich Meijling
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
| | - Joost J C Verhoeff
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marielle E P Philippens
- Department of Radiation Oncology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Martine J E van Zandvoort
- Department of Neurology and Neurosurgery, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands
- Department of Experimental Psychology and Helmholtz Institute, Utrecht University, The Netherlands
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4
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Armocida D, Zancana G, Bianconi A, Cofano F, Pesce A, Ascenzi BM, Bini P, Marchioni E, Garbossa D, Frati A. Brain metastases: Comparing clinical radiological differences in patients with lung and breast cancers treated with surgery. World Neurosurg X 2024; 23:100391. [PMID: 38725976 PMCID: PMC11079529 DOI: 10.1016/j.wnsx.2024.100391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/26/2024] [Accepted: 04/29/2024] [Indexed: 05/12/2024] Open
Abstract
Purpose Brain metastases (BMs) most frequently originate from the primary tumors of the lung and breast. Survival in patients with BM can improve if they are detected early. No studies attempt to consider all potential surgical predictive factors together by including clinical, radiological variables for their recognition. Methods The study aims to simultaneously analyze all clinical, radiologic, and surgical variables on a cohort of 314 patients with surgically-treated BMs to recognize the main features and differences between the two histotypes. Results The two groups consisted of 179 BM patients from lung cancer (Group A) and 135 patients from breast cancer (Group B). Analysis showed that BMs from breast carcinoma are more likely to appear in younger patients, tend to occur in the infratentorial site and are frequently found in patients who have other metastases outside of the brain (46 %, p = 0.05), particularly in bones. On the other hand, BMs from lung cancer often occur simultaneously with primitive diagnosis, are more commonly cystic, and have a larger edema volume. However, no differences were found in the extent of resection, postoperative complications or the presence of decreased postoperative performance status. Conclusion The data presented in this study reveal that while the two most prevalent forms of BM exhibit distinctions with respect to clinical onset, age, tumor location, presence of extra-cranial metastases, and lesion morphology from a strictly surgical standpoint, they are indistinguishable with regard to outcome, demonstrating comparable resection rates and a low risk of complications.
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Affiliation(s)
- Daniele Armocida
- Experimental Neurosurgery Unit, IRCCS “Neuromed”, via Atinense 18, 86077, Pozzilli, IS, Italy
- Department of Neuroscience “Rita Levi Montalcini”, Neurosurgery Unit, University of Turin, Via cherasco 15, 10126, Turin, TO, Italy
| | - Giuseppa Zancana
- Human Neurosciences Department Neurosurgery Division “La Sapienza” University, Policlinico Umberto 6 I, viale del Policlinico 155, 00161, Rome, RM, Italy
| | - Andrea Bianconi
- Department of Neuroscience “Rita Levi Montalcini”, Neurosurgery Unit, University of Turin, Via cherasco 15, 10126, Turin, TO, Italy
| | - Fabio Cofano
- Department of Neuroscience “Rita Levi Montalcini”, Neurosurgery Unit, University of Turin, Via cherasco 15, 10126, Turin, TO, Italy
| | - Alessandro Pesce
- Neurosurgery Unit Department, Santa Maria Goretti Hospital, Via Guido Reni, 04100, Latina, LT, Italy
| | - Brandon Matteo Ascenzi
- Independent Neuroresearcher Member of Marie Curie Alumni Association (MCAA), Via Dante Alighieri 103, 03012, Anagni, FR, Italy
| | - Paola Bini
- IRCCS foundation Istituto Neurologico Nazionale Mondino, Via Mondino, 2, 27100, Pavia, Italy
| | - Enrico Marchioni
- IRCCS foundation Istituto Neurologico Nazionale Mondino, Via Mondino, 2, 27100, Pavia, Italy
| | - Diego Garbossa
- Department of Neuroscience “Rita Levi Montalcini”, Neurosurgery Unit, University of Turin, Via cherasco 15, 10126, Turin, TO, Italy
| | - Alessandro Frati
- Experimental Neurosurgery Unit, IRCCS “Neuromed”, via Atinense 18, 86077, Pozzilli, IS, Italy
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Windisch P, Lütscher J, Förster R, Zwahlen DR, Schröder C. Discontinuation of Palliative Brain Radiotherapy in Patients with Brain Metastases: A Case-Control Study. J Clin Med 2024; 13:3603. [PMID: 38930133 PMCID: PMC11204753 DOI: 10.3390/jcm13123603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 05/28/2024] [Accepted: 06/18/2024] [Indexed: 06/28/2024] Open
Abstract
Background: Discontinuation of radiotherapy is rarely discussed in the scientific literature. The goal of this study was, therefore, to estimate the frequency of and reasons for treatment discontinuations in patients receiving radiotherapy for brain metastases from solid tumors and to identify factors predicting said discontinuations. Methods: All patients treated for brain metastases from solid tumors between 2010 and 2020 at our institution were retrospectively reviewed. In addition to collecting relevant patient characteristics, the Recursive Partitioning Analysis (RPA) and disease-specific Graded Prognostic Assessment (GPA) groups for each patient were calculated to assess the performance of these scores in predicting treatment discontinuations. Results: Out of 468 patients who underwent cranial radiotherapy, 35 treatments (7.5%) were discontinued. The most frequent reason was clinical deterioration, which was documented in 26 (74.3%) of discontinued treatments. Patients whose radiotherapy was discontinued had, on average, more leptomeningeal disease (20.0% vs. 12.6%), worse ECOG performance status (mean ECOG performance status 1.86 vs. 1.39), and more uncontrolled extracranial metastases (85.3% vs. 70.8%). The frequencies of treatment discontinuation increased with worse prognosis and differed significantly across RPA groups (p = 0.037) but not across GPA groups (p = 0.612). Conclusions: Treatment discontinuation occurred in 7.5% of cases, mostly due to clinical deterioration. Poor performance status, as well as more advanced disease and, in turn, poor prognosis, were associated with higher discontinuation rates.
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Affiliation(s)
- Paul Windisch
- Department of Radiation Oncology, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
| | - Jamie Lütscher
- Department of Radiation Oncology, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
| | - Robert Förster
- Department of Radiation Oncology, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
- Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
| | - Daniel R. Zwahlen
- Department of Radiation Oncology, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
| | - Christina Schröder
- Department of Radiation Oncology, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
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Sarkis HM, Zawy Alsofy S, Stroop R, Lewitz M, Schipmann S, Unnewehr M, Paulus W, Nakamura M, Ewelt C. Does 5-ALA Fluorescence Microscopy Improve Complete Resectability in Cerebral/Cerebellar Metastatic Surgery? A Retrospective Data Analysis from a Cranial Center. Cancers (Basel) 2024; 16:2242. [PMID: 38927947 PMCID: PMC11201798 DOI: 10.3390/cancers16122242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Revised: 05/18/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
(1) Background: In this study, the intraoperative fluorescence behavior of brain metastases after the administration of 5-aminolevulinic acid (5-ALA) was analyzed. The aim was to investigate whether the resection of brain metastases using 5-ALA fluorescence also leads to a more complete resections and thus to a prolongation of survival; (2) Methods: The following variables have been considered: age, sex, number of metastases, localization, involvement of eloquent area, correlation between fluorescence and primary tumor/subtype, resection, and survival time. The influence on the degree of resection was determined with a control MRI within the first three postoperative days; (3) Results: Brain metastases fluoresced in 57.5% of cases. The highest fluorescence rates of 73.3% were found in breast carcinoma metastases and the histologic subtype adenocarcinoma (68.1%). No correlation between fluorescence behavior and localization, primary tumor, or histological subtype was found. Complete resection was detected in 82.5%, of which 56.1% were fluorescence positive. There was a trend towards improved resectability (increase of 12.1%) and a significantly longer survival time (p = 0.009) in the fluorescence-positive group; (4) Conclusions: 5-ALA-assisted extirpation leads to a more complete resection and longer survival and can therefore represent a low-risk addition to modern surgery for brain metastases.
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Affiliation(s)
- Hraq Mourad Sarkis
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (H.M.S.); (R.S.); (M.L.); (M.U.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
- Department of Neurosurgery, St. Marien-Hospital, Academic Hospital of the Hannover Medical School, 49076 Osnabrueck, Germany
| | - Samer Zawy Alsofy
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (H.M.S.); (R.S.); (M.L.); (M.U.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
| | - Ralf Stroop
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (H.M.S.); (R.S.); (M.L.); (M.U.)
| | - Marc Lewitz
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (H.M.S.); (R.S.); (M.L.); (M.U.)
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
| | - Stephanie Schipmann
- Department of Neurosurgery, University Hospital Muenster, 48149 Muenster, Germany;
| | - Markus Unnewehr
- Department of Medicine, Faculty of Health, Witten/Herdecke University, 58448 Witten, Germany; (H.M.S.); (R.S.); (M.L.); (M.U.)
| | - Werner Paulus
- Institute of Neuropathology, University Hospital Muenster, 48149 Muenster, Germany;
| | - Makoto Nakamura
- Department of Neurosurgery, Academic Hospital Koeln-Merheim, Witten/Herdecke University, 51109 Koeln, Germany;
| | - Christian Ewelt
- Department of Neurosurgery, St. Barbara-Hospital, Academic Hospital of Westfaelische Wilhelms-University Muenster, 59073 Hamm, Germany;
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Kim SH, Ahn BC, Lee DE, Kim KH, Hyun JW, Kim MJ, Park NY, Kim HJ, Lee Y. Blood Neurofilament Light Chain and Glial Fibrillary Acidic Protein as Promising Screening Biomarkers for Brain Metastases in Patients with Lung Cancer. Int J Mol Sci 2024; 25:6397. [PMID: 38928104 PMCID: PMC11204234 DOI: 10.3390/ijms25126397] [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: 04/26/2024] [Revised: 05/29/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
The diagnosis of brain metastases (BMs) in patients with lung cancer (LC) predominantly relies on magnetic resonance imaging (MRI), a method that is constrained by high costs and limited accessibility. This study explores the potential of serum neurofilament light chain (sNfL) and serum glial fibrillary acidic protein (sGFAP) as screening biomarkers for BMs in LC patients. We conducted a retrospective analysis of 700 LC cases at the National Cancer Center, Korea, from July 2020 to June 2022, measuring sNfL and sGFAP levels at initial LC diagnosis. The likelihood of BM was evaluated using multivariate analysis and a predictive nomogram. Additionally, we prospectively monitored 177 samples from 46 LC patients initially without BM. Patients with BMs (n= 135) had significantly higher median sNfL (52.5 pg/mL) and sGFAP (239.2 pg/mL) levels compared to those without BMs (n = 565), with medians of 17.8 pg/mL and 141.1 pg/mL, respectively (p < 0.001 for both). The nomogram, incorporating age, sNfL, and sGFAP, predicted BM with an area under the curve (AUC) of 0.877 (95% CI 0.84-0.914), showing 74.8% sensitivity and 83.5% specificity. Over nine months, 93% of samples from patients without BM remained below the cutoff, while all patients developing BMs showed increased levels at detection. A nomogram incorporating age, sNfL, and sGFAP provides a valuable tool for identifying LC patients at high risk for BM, thereby enabling targeted MRI screenings and enhancing diagnostic efficiency.
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Affiliation(s)
- Su-Hyun Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Beung-Chul Ahn
- Center for Lung Cancer, Division of Hematology and Oncology, Department of Internal Medicine, Research Institute and Hospital of National Cancer Center, Goyang 10408, Republic of Korea
| | - Dong-Eun Lee
- Biostatistics Collaboration Team, Research Core Center, Research Institute, National Cancer Center, Goyang 10408, Republic of Korea
| | - Ki Hoon Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Jae-Won Hyun
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Min Jeong Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Na Young Park
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Ho Jin Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, 323 Ilsan-ro, Ilsandong-gu, Goyang 10408, Republic of Korea
| | - Youngjoo Lee
- Center for Lung Cancer, Division of Hematology and Oncology, Department of Internal Medicine, Research Institute and Hospital of National Cancer Center, Goyang 10408, Republic of Korea
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8
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Dixit K, Singer L, Grimm SA, Lukas RV, Schwartz MA, Rademaker A, Zhang H, Kocherginsky M, Chernet S, Sharp L, Nelson V, Raizer JJ, Kumthekar P. A Phase II Trial of Bevacizumab in Patients with Recurrent/Progressive Solid Tumor Brain Metastases That Have Progressed Following Whole-Brain Radiation Therapy. Cancers (Basel) 2024; 16:2133. [PMID: 38893252 PMCID: PMC11171490 DOI: 10.3390/cancers16112133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/23/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
Patients with solid tumor brain metastases that progress after whole-brain radiation have limited options. This prospective trial investigated the efficacy, safety, and tolerability of bevacizumab as salvage therapy in this population. Eligible patients received bevacizumab 10 mg/kg intravenously every 2 weeks until progression. The primary endpoint was radiologic response using Response Assessment in Neuro-Oncology (RANO) criteria. The secondary endpoints were progression-free survival (PFS), overall survival (OS), duration of response, and safety. Quality of life (QOL) was studied using the Functional Assessment of Cancer Therapy-Brain (FACT-Br) scale. Twenty-seven patients were enrolled, with twenty-four having evaluable data for response. The majority of histologies (n = 21, 78%) were breast cancer. The remaining histologies were non-small-cell lung cancer (n = 4, 15%), neuroendocrine cancer (n = 1, 3%), and papillary fallopian serous adenocarcinoma (n = 1, 3%). Eighteen patients had radiologic response, with two patients demonstrating partial response (8.33%) and sixteen patients demonstrating stable disease (66.7%). The median duration of response was 203 days. PFS at 6 months was 46%, median PFS was 5.3 m, and median OS was 9.5 m. Treatment was well tolerated, with six patients experiencing grade 3 lymphopenia and hypertension. There was one grade 3 thromboembolism. QOL was not negatively impacted. Bevacizumab is a safe and feasible salvage treatment with durable response and favorable overall survival for patients with progressive brain metastases after whole-brain radiation.
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Affiliation(s)
- Karan Dixit
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
| | - Lauren Singer
- Department of Neurology, University of Chicago, Chicago, IL 60611, USA;
| | - Sean Aaron Grimm
- Department of Neuro-Oncology, Rush University, Chicago, IL 60611, USA;
| | - Rimas V. Lukas
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
| | - Margaret A. Schwartz
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
| | - Alfred Rademaker
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA; (A.R.); (H.Z.); (M.K.); (L.S.)
| | - Hui Zhang
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA; (A.R.); (H.Z.); (M.K.); (L.S.)
| | - Masha Kocherginsky
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA; (A.R.); (H.Z.); (M.K.); (L.S.)
| | - Sofia Chernet
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
| | - Laura Sharp
- Division of Biostatistics, Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA; (A.R.); (H.Z.); (M.K.); (L.S.)
| | - Valerie Nelson
- Department of Hematology and Oncology, Northwestern University, Chicago, IL 60611, USA;
| | - Jeffrey J. Raizer
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
| | - Priya Kumthekar
- Department of Neurology, Northwestern University, Chicago, IL 60611, USA; (K.D.); (R.V.L.); (M.A.S.); (S.C.); (J.J.R.)
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9
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Avila J, Leone J, Vallejo CT, Lin NU, Leone JP. Survival analysis of patients with brain metastases at initial breast cancer diagnosis over the last decade. Breast Cancer Res Treat 2024; 205:579-587. [PMID: 38453783 DOI: 10.1007/s10549-024-07290-1] [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: 11/28/2023] [Accepted: 02/08/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE There have been significant advances in the treatment of metastatic breast cancer (BC) over the past years, and long-term outcomes after a diagnosis of brain metastases are lacking. We aimed to identify predictors of brain metastases at initial breast cancer diagnosis, describe overall survival (OS) in the past decade, and identify factors associated with OS after brain metastases diagnosis. METHODS We evaluated patients with de novo stage IV BC using the Surveillance, Epidemiology and End Results database from 2010 to 2019. Multivariate logistic regression was conducted to assess predictors of brain metastases at initial breast cancer diagnosis. OS was estimated using the Kaplan-Meier method and log rank test was used to compare differences between groups. Cox regression was used to assess associations between several variables and OS. RESULTS 1,939 patients with brain metastases at initial breast cancer diagnosis were included. Factors associated with this presentation were grade III/IV tumors, ductal histology, hormone receptor (HR)-negative/human epidermal growth factor receptor 2 (HER2)-positive subtype, and extracranial metastases. Patients with HR-positive/HER2-positive disease had the longest OS (median 18 months) and 12.2% were alive at 8 years. Factors associated with shorter OS included older age, lower income, triple-negative subtype, higher grade, and visceral metastases. CONCLUSION Over the last decade, the median OS of patients with brain metastases at initial breast cancer diagnosis remained poor; however, a substantial minority survive 5 or more years, with rates higher in patients with HER2-positive tumors. In addition to tumor subtype, OS varied according to age, extracranial metastases, and sociodemographic factors.
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Affiliation(s)
- Jorge Avila
- Department of Medicine, St Elizabeth's Medical Center, Tufts University School of Medicine, Boston, MA, USA.
| | - Julieta Leone
- Grupo Oncológico Cooperativo Del Sur (GOCS), Neuquén, Argentina
| | | | - Nancy U Lin
- Medical Oncology, Susan F. Smith Center for Women's Cancer, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - José P Leone
- Medical Oncology, Susan F. Smith Center for Women's Cancer, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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10
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Beucler N. Combined Deficit of the Four Lower Cranial Nerves also Known as the Syndrome of Collet-Sicard: A Systematic Review and Meta-analysis. Asian J Neurosurg 2024; 19:112-125. [PMID: 38974424 PMCID: PMC11226270 DOI: 10.1055/s-0044-1787050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/09/2024] Open
Abstract
Combined deficit of the four lower cranial nerves (CN IX, X, XI, and XII) was originally described by French physicians Collet (1915) and Sicard (1917) during World War I. To date though, this rare neurological clinical picture lacks systematic evidence regarding its epidemiology, clinical presentation, treatment strategies, and outcome. We conducted a systematic review and meta-analysis concerning Collet-Sicard syndrome (CSS) on Medline database in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The research yielded 84 articles among which 73 individual case reports were eventually retained. Mean age was 53.7 (± 16) years old and the male-to-female ratio was 1.8/1. CSS was firstly caused by tumors (38.4%), following by vascular etiologies (28.8%), trauma (16.4%), and infection (6.8%), among others. Temporary enteral nutrition was required for 17 patients (23.3%). The four CN presented significant chances of complete or partial recovery: 52.1% for CN IX ( p < 0.001), 46.6% for CN X and CN XII ( p < 0.001), and 39.7% for CN XI ( p = 0.002). Tumoral causes presented significantly lower chances of favorable CN recovery (7.1%) compared to infection (60%), vascular (52.4%), and trauma (41.7%) ( p < 0.001). Older age (> 53 years old) was not associated with a dismal CN prognostic ( p = 0.763). Most patients (71.2%) presented a favorable outcome (Glasgow Outcome Scale score ≥ 4). All the patients who died (6.8%) suffered from skull base tumors. CSS is a rare condition requiring prompt clinical and radiologic diagnostic and multidisciplinary management. Vascular or infectious-related CSS seem to present a rather good prognostic, closely followed by trauma, whereas tumoral-related CSS seem to suffer from a more dismal prognostic.
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Affiliation(s)
- Nathan Beucler
- Neurosurgery Department, Sainte-Anne Military Teaching Hospital, Toulon, France
- Ecole du Val-de-Grâce, French Military Health Service Academy, Paris, France
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11
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Fittall MW, Brewer M, de Boisanger J, Kviat L, Babiker A, Taylor H, Saran F, Konadu J, Solda F, Creak A, Welsh LC, Rosenfelder N. Predicting Survival with Brain Metastases in the Stereotactic Radiosurgery Era: are Existing Prognostic Scores Still Relevant? Or Can we do Better? Clin Oncol (R Coll Radiol) 2024; 36:307-317. [PMID: 38368229 DOI: 10.1016/j.clon.2024.01.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 11/20/2023] [Accepted: 01/30/2024] [Indexed: 02/19/2024]
Abstract
Predicting survival is essential to tailoring treatment for patients diagnosed with brain metastases. We have evaluated the performance of widely used, validated prognostic scoring systems (Graded Prognostic Assessment and diagnosis-specific Graded Prognostic Assessment) in over 1000 'real-world' patients treated with stereotactic radiosurgery to the brain, selected according to National Health Service commissioning criteria. Survival outcomes from our dataset were consistent with those predicted by the prognostic systems, but with certain cancer subtypes showing a significantly better survival than predicted. Although performance status remains the simplest tool for prediction, total brain tumour volume emerges as an independent prognostic factor, and a new, improved, prognostic scoring system incorporating this has been developed.
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Affiliation(s)
- M W Fittall
- Cancer Institute, University College London, London, UK
| | - M Brewer
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - J de Boisanger
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - L Kviat
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - A Babiker
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - H Taylor
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - F Saran
- Cancer and Blood Service, Auckland City Hospital, Auckland, New Zealand
| | - J Konadu
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - F Solda
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - A Creak
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - L C Welsh
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK
| | - N Rosenfelder
- The Department of Neuro-oncology, Royal Marsden NHS Foundation Trust, London, UK.
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12
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Liu Q, Fu Y, Guo J, Fu C, Tang N, Zhang C, Han X, Wang Z. Efficacy and survival outcomes of alectinib vs. crizotinib in ALK‑positive NSCLC patients with CNS metastases: A retrospective study. Oncol Lett 2024; 27:224. [PMID: 38586212 PMCID: PMC10996030 DOI: 10.3892/ol.2024.14357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 02/29/2024] [Indexed: 04/09/2024] Open
Abstract
Anaplastic lymphoma kinase (ALK) tyrosine kinase inhibitors (TKIs) have transformed the treatment paradigm for patients with ALK-positive non-small cell lung cancer (NSCLC). Yet the differential efficacy between alectinib and crizotinib in treating patients with NSCLC and central nervous system (CNS) metastases has been insufficiently studied. A retrospective analysis was conducted of clinical outcomes of patients with ALK-positive NSCLC and CNS metastases treated at the Shandong Cancer Centre. Based on their initial ALK-TKI treatment, patients were categorised into either the crizotinib group or the alectinib group. Efficacy, progression-free survival (PFS), intracranial PFS and overall survival (OS) were evaluated. A total of 46 eligible patients were enrolled in the present study: 33 patients received crizotinib and 13 patients received alectinib. The median OS of the entire group was 66.8 months (95% CI: 48.5-85.1). Compared with the patients in the crizotinib group, the patients in the alectinib group showed a significant improvement in both median (m)PFS (27.5 vs. 9.5 months; P=0.003) and intracranial mPFS (36.0 vs. 10.8 months; P<0.001). However, there was no significant difference in OS between the alectinib and crizotinib groups (not reached vs. 58.7 months; P=0.149). Furthermore, there were no significant differences between patients receiving TKI combined with radiotherapy (RT) vs. TKI alone with respect to mPFS (11.0 vs. 11.7 months, P=0.863) as well as intracranial mPFS (12.5 vs. 16.9 months, P=0.721). In the present study, alectinib exhibited superior efficacy to crizotinib for treating patients with ALK-positive NSCLC and CNS metastases, especially in terms of delaying disease progression and preventing CNS recurrence. Moreover, the results demonstrated that it might be beneficial to delay local RT for patients with ALK-positive NSCL and CNS metastases.
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Affiliation(s)
- Qing Liu
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250117, P.R. China
| | - Ying Fu
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
| | - Jun Guo
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
| | - Chunqiu Fu
- Department of Oncology, Changqing People's Hospital, Jinan, Shandong 250300, P.R. China
| | - Ning Tang
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
| | - Chufeng Zhang
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
| | - Xiao Han
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
| | - Zhehai Wang
- Department of Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong 250117, P.R. China
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13
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Hahnemann L, Krämer A, Fink C, Jungk C, Thomas M, Christopoulos P, Lischalk J, Meis J, Hörner-Rieber J, Eichkorn T, Deng M, Lang K, Paul A, Meixner E, Weykamp F, Debus J, König L. Fractionated stereotactic radiotherapy of intracranial postoperative cavities after resection of brain metastases - Clinical outcome and prognostic factors. Clin Transl Radiat Oncol 2024; 46:100782. [PMID: 38694237 PMCID: PMC11061678 DOI: 10.1016/j.ctro.2024.100782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Revised: 04/17/2024] [Accepted: 04/20/2024] [Indexed: 05/04/2024] Open
Abstract
Background and Purpose After surgical resection of brain metastases (BM), radiotherapy (RT) is indicated. Postoperative stereotactic radiosurgery (SRS) reduces the risk of local progression and neurocognitive decline compared to whole brain radiotherapy (WBRT). Aside from the optimal dose and fractionation, little is known about the combination of systemic therapy and postoperative fractionated stereotactic radiotherapy (fSRT), especially regarding tumour control and toxicity. Methods In this study, 105 patients receiving postoperative fSRT with 35 Gy in 7 fractions performed with Cyberknife were retrospectively reviewed. Overall survival (OS), local control (LC) and total intracranial brain control (TIBC) were analysed via Kaplan-Meier method. Cox proportional hazards models were used to identify prognostic factors. Results Median follow-up was 20.8 months. One-year TIBC was 61.6% and one-year LC was 98.6%. Median OS was 28.7 (95%-CI: 16.9-40.5) months. In total, local progression (median time not reached) occurred in 2.0% and in 20.4% radiation-induced contrast enhancements (RICE) of the cavity (after median of 14.3 months) were diagnosed. Absence of extracranial metastases was identified as an independent prognostic factor for superior OS (p = <0.001) in multivariate analyses, while a higher Karnofsky performance score (KPS) was predictive for longer OS in univariate analysis (p = 0.041). Leptomeningeal disease (LMD) developed in 13% of patients. Conclusion FSRT after surgical resection of BM is an effective and safe treatment approach with excellent local control and acceptable toxicity. Further prospective randomized trials are needed to establish standardized therapeutic guidelines.
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Affiliation(s)
- L. Hahnemann
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - A. Krämer
- Department of Radiation Oncology, University Hospital of Mainz, Langenbeckstraße 1, 55131 Mainz, Germany
| | - C. Fink
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - C. Jungk
- Department of Neurosurgery, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - M. Thomas
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Germany
| | - P. Christopoulos
- Department of Thoracic Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research (DZL), Germany
| | - J.W. Lischalk
- Department of Radiation Oncology, Perlmutter Cancer Center at New York University Langone Health at Long Island, New York, NY, USA
| | - J. Meis
- Institute of Medical Biometry, University of Heidelberg, Im Neuenheimer Feld 130, 69120 Heidelberg, Germany
| | - J. Hörner-Rieber
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - T. Eichkorn
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - M. Deng
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - K. Lang
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - A. Paul
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - E. Meixner
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - F. Weykamp
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
| | - J. Debus
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- Heavy Ion Therapy Center (HIT), Heidelberg University Hospital, Im Neuenheimer Feld 450, 69120 Heidelberg, Germany
- Clinical Cooperation Unit Radiation Oncology (E050), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - L. König
- Department of Radiation Oncology, University Hospital of Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Im Neuenheimer Feld 400, 69120 Heidelberg, Germany
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14
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Ishikawa Y, Teramura S, Nakano H, Ito K, Yamada T. Prognostic Factors and Impact of Therapeutic Intervention in Patients With Brain Metastases at the Initial Presentation. Cureus 2024; 16:e60368. [PMID: 38751406 PMCID: PMC11095982 DOI: 10.7759/cureus.60368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2024] [Indexed: 05/18/2024] Open
Abstract
Background Studies investigating the normative characteristics and prognosis of patients diagnosed with brain metastases (BMs) at the onset of cancer are scarce. Therefore, we analyzed real-world treatment options. Methodology This retrospective study enrolled 112 patients newly diagnosed with BM between May 2006 and October 2021. The variables examined included patients' age, sex, recurrence split analysis, Glasgow prognostic score (GPS), number of lesions, tumor size, peripheral brain tumor edema, targeted therapy, supportive care, chemotherapy, and date of onset. Prognostic factors were assessed using recursive partitioning analysis (RPA), graded prognostic assessment (GPA) scores, and GPS scoring, with magnetic resonance imaging (MRI) and computed tomography (CT) studies. Primary treatment comprised whole-brain radiotherapy (WBRT), with regular follow-up. Results Data from 112 survivors were analyzed, revealing a median overall survival time (MST) of 7.7 months, with some patients surviving beyond 24 months post-WBRT. Univariate analysis revealed associations between MST and RPA class, GPS, and treatment modalities (including targeted therapy and chemotherapy). RPA class 2, GPS of 0, and targeted therapy were identified as predictors of better prognosis in the multivariate analysis. In the subgroup not receiving chemotherapy, no significant difference in prognosis was seen between groups with or without WBRT. Conclusions Alongside RPA, scores indicating chronic inflammatory changes, including GPS, were confirmed as crucial prognostic factors. Moreover, treatment with molecularly targeted drugs correlated with favorable prognoses. The treatment-naïve group exhibited poorer prognoses, and WBRT was not deemed a significant prognostic factor in the chemotherapy group.
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Affiliation(s)
- Yojiro Ishikawa
- Division of Radiology, Tohoku Medical and Pharmaceutical University, Sendai, JPN
| | - Satoshi Teramura
- Division of Radiology, Tohoku Medical and Pharmaceutical University, Sendai, JPN
| | - Hiroshi Nakano
- Department of Radiation Oncology, Graduate School of Medicine, Tohoku University, Sendai, JPN
| | - Kengo Ito
- Division of Radiology, Tohoku Medical and Pharmaceutical University, Sendai, JPN
| | - Takayuki Yamada
- Division of Radiology, Tohoku Medical and Pharmaceutical University, Sendai, JPN
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15
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Gao X, Liu T, Fan M, Sun H, Zhou S, Zhou Y, Zhu H, Zhang R, Li Z, Huang W. The therapeutic effect of radiotherapy combined with systemic therapy compared to radiotherapy alone in patients with simple brain metastasis after first-line treatment of limited-stage small cell lung cancer: a retrospective study. World J Surg Oncol 2024; 22:89. [PMID: 38600579 PMCID: PMC11005192 DOI: 10.1186/s12957-024-03372-y] [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: 01/03/2024] [Accepted: 03/28/2024] [Indexed: 04/12/2024] Open
Abstract
PURPOSE We aimed to compare the therapeutic effect of radiotherapy (RT) plus systemic therapy (ST) with RT alone in patients with simple brain metastasis (BM) after first-line treatment of limited-stage small cell lung cancer (LS-SCLC). METHODS The patients were treated at a single center from January 2011 to January 2022. BM only without metastases to other organs was defined as simple BM. The eligible patients were divided into RT alone (monotherapy arm) and RT plus ST (combined therapy arm). Univariate and multivariate Cox proportional hazards analyses were used to examine factors associated with increased risk of extracranial progression. After 1:1 propensity score matching analysis, two groups were compared for extracranial progression-free survival (ePFS), PFS, overall survival (OS), and intracranial PFS (iPFS). RESULTS 133 patients were identified and 100 were analyzed (monotherapy arm: n = 50, combined therapy arm: n = 50). The ePFS of the combined therapy was significantly longer than that of the monotherapy, with a median ePFS of 13.2 months (95% CI, 6.6-19.8) in combined therapy and 8.2 months (95% CI, 5.7-10.7) in monotherapy (P = 0.04). There were no statistically significant differences in PFS (P = 0.057), OS (P = 0.309), or iPFS (P = 0.448). Multifactorial analysis showed that combined therapy was independently associated with better ePFS compared with monotherapy (HR = 0.617, P = 0.034); more than 5 BMs were associated with worse ePFS compared with 1-5 BMs (HR = 1.808, P = 0.012). CONCLUSIONS Compared with RT alone, combined therapy improves ePFS in patients with simple BM after first-line treatment of LS-SCLC. Combined therapy and 1-5 BMs reduce the risk of extracranial recurrence.
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Affiliation(s)
- Xinyu Gao
- School of Clinical Medicine, Weifang Medical University, Weifang, China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Tingting Liu
- Department of Nuclear Medicine, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Min Fan
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Hongfu Sun
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Shixuan Zhou
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Yuxin Zhou
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Haolin Zhu
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Ru Zhang
- School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Zhanyuan Li
- School of Clinical Medicine, Weifang Medical University, Weifang, China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Wei Huang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
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16
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Phillips C, Pinkham MB, Moore A, Sia J, Jeffree RL, Khasraw M, Kam A, Bressel M, Haworth A. Local hero: A phase II study of local therapy only (stereotactic radiosurgery and / or surgery) for treatment of up to five brain metastases from HER2+ breast cancer. (TROG study 16.02). Breast 2024; 74:103675. [PMID: 38340685 PMCID: PMC10869940 DOI: 10.1016/j.breast.2024.103675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/11/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
Introduction, A decade ago, stereotactic radiosurgery (SRS) without whole brain radiotherapy (WBRT) was emerging as preferred treatment for oligometastatic brain metastases. Studies of cavity SRS after neurosurgery were underway. Data specific to metastatic HER2 breast cancer (MHBC), describing intracranial, systemic and survival outcomes without WBRT, were lacking. A Phase II study was designed to address this gap. Method, Adults with MHBC, performance status 0-2, ≤ five BrM, receiving/planned to receive HER2-targeted therapy were eligible. Exclusions included leptomeningeal disease and prior WBRT. Neurosurgery allowed ≤6 weeks before registration and required for BrM >4 cm. Primary endpoint was 12-month requirement for WBRT. Secondary endpoints; freedom from (FF-) local failure (LF), distant brain failure (DBF), extracranial disease failure (ECDF), overall survival (OS), cause of death, mini-mental state examination (MMSE), adverse events (AE). Results, Twenty-five patients accrued Decembers 2016-2020. The study closed early after slow accrual. Thirty-seven BrM and four cavities received SRS. Four cavities and five BrM were observed. At 12 months: one patient required WBRT (FF-WBRT 95 %, 95 % CI 72-99), FFLF 91 % (95 % CI 69-98), FFDBF 57 % (95 % CI 34-74), FFECDF 64 % (95 % CI 45-84), OS 96 % (95 % CI 74-99). Two grade 3 AE occurred. MMSE was abnormal for 3/24 patients at baseline and 1/17 at 12 months. Conclusion, At 12 months, SRS and/or neurosurgery provided good control with low toxicity. WBRT was not required in 95 % of cases. This small study supports the practice change from WBRT to local therapies for MHBC BrM.
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Affiliation(s)
- Claire Phillips
- Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology University of Melbourne, Parkville, Australia.
| | - Mark B Pinkham
- Department of Radiation Oncology, Princess Alexandra Hospital, Brisbane, Australia; Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - Alisha Moore
- Trans-Tasman Radiation Oncology Group, Newcastle, Australia
| | - Joseph Sia
- Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology University of Melbourne, Parkville, Australia
| | - Rosalind L Jeffree
- Faculty of Medicine, University of Queensland, Brisbane, Australia; Department of Neurosurgery, Royal Brisbane and Women's Hospital, Brisbane, Australia
| | | | - Anthony Kam
- The Alfred, Prahran, Australia; Monash University, Clayton, Australia
| | - Mathias Bressel
- Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology University of Melbourne, Parkville, Australia
| | - Annette Haworth
- Department of Physics, University of Sydney, Sydney, Australia
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Layer JP, Shiban E, Brehmer S, Diehl CD, de Castro DG, Hamed M, Dejonckheere CS, Cifarelli DT, Friker LL, Herrlinger U, Hölzel M, Vatter H, Schneider M, Combs SE, Schmeel LC, Cifarelli CP, Giordano FA, Sarria GR, Kahl KH. Multicentric Assessment of Safety and Efficacy of Combinatorial Adjuvant Brain Metastasis Treatment by Intraoperative Radiation Therapy and Immunotherapy. Int J Radiat Oncol Biol Phys 2024; 118:1552-1562. [PMID: 38199383 DOI: 10.1016/j.ijrobp.2024.01.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 01/01/2024] [Accepted: 01/03/2024] [Indexed: 01/12/2024]
Abstract
PURPOSE After surgical resection of brain metastases (BMs), intraoperative radiation therapy (IORT) provides a promising alternative to adjuvant external beam radiation therapy by enabling superior organ-at-risk preservation, reduction of in-hospital times, and timely admission to subsequent systemic treatments, which increasingly comprise novel targeted immunotherapeutic approaches. We sought to assess the safety and efficacy of IORT in combination with immune checkpoint inhibitors (ICIs) and other targeted therapies (TTs). METHODS AND MATERIALS In a multicentric approach incorporating individual patient data from 6 international IORT centers, all patients with BMs undergoing IORT were retrospectively assessed for combinatorial treatment with ICIs/TTs and evaluated for toxicity and cumulative rates, including wound dehiscence, radiation necrosis, leptomeningeal spread, local control, distant brain progression (DBP), and estimated overall survival. RESULTS In total, 103 lesions with a median diameter of 34 mm receiving IORT combined with immunomodulatory systemic treatment or other TTs were included. The median follow-up was 13.2 (range, 1.2-102.4) months, and the median IORT dose was 25 (range, 18-30) Gy prescribed to the applicator surface. There was 1 grade 3 adverse event related to IORT recorded (2.2%). A 4.9% cumulative radiation necrosis rate was observed. The 1-year local control rate was 98.0%, and the 1-year DBP-free survival rate was 60.0%. Median time to DBP was 5.5 (range, 1.0-18.5) months in the subgroup of patients experiencing DBP, and the cumulative leptomeningeal spread rate was 4.9%. The median estimated overall survival was 26 (range, 1.2 to not reached) months with a 1-year survival rate of 74.0%. Early initiation of immunotherapy/TTs was associated with a nonsignificant trend toward improved DBP rate and overall survival. CONCLUSIONS The combination of ICIs/TTs with IORT for resected BMs does not seem to increase toxicity and yields encouraging local control outcomes in the difficult-to-treat subgroup of larger BMs. Time gaps between surgery and systemic treatment could be shortened or avoided. The definitive role of IORT in local control after BM resection will be defined in a prospective trial.
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Affiliation(s)
- Julian P Layer
- Department of Radiation Oncology, University Hospital Bonn, Bonn, Germany; Institute of Experimental Oncology, University Hospital Bonn, Bonn, Germany
| | - Ehab Shiban
- Department of Neurosurgery, University Hospital Augsburg, Augsburg, Germany
| | - Stefanie Brehmer
- Department of Neurosurgery, University Medical Center Mannheim, Mannheim, Germany
| | - Christian D Diehl
- Department of Radiation Oncology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | | | - Motaz Hamed
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Cas S Dejonckheere
- Department of Radiation Oncology, University Hospital Bonn, Bonn, Germany
| | - Daniel T Cifarelli
- Department of Neurosurgery, West Virginia University, Morgantown, West Virginia
| | - Lea L Friker
- Institute of Experimental Oncology, University Hospital Bonn, Bonn, Germany; Institute of Neuropathology, University Hospital Bonn, Bonn, Germany
| | - Ulrich Herrlinger
- Division of Clinical Neuro-Oncology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Michael Hölzel
- Institute of Experimental Oncology, University Hospital Bonn, Bonn, Germany
| | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | | | - Stephanie E Combs
- Department of Radiation Oncology, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | | | | | - Frank A Giordano
- Department of Radiation Oncology, University Medical Center Mannheim, Mannheim, Germany; DKFZ-Hector Cancer Institute of the University Medical Center Mannheim, Mannheim, Germany; Mannheim Institute of Intelligent Systems in Medicine (MIISM), Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
| | - Gustavo R Sarria
- Department of Radiation Oncology, University Hospital Bonn, Bonn, Germany.
| | - Klaus-Henning Kahl
- Department of Radiooncology, University Hospital Augsburg, Augsburg, Germany
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Chen W, Cheng W, Chen C, Liao W, Chen C, Chen H, Tu C, Lin C, Hsia T. Assessing EGFR-mutated NSCLC with bone metastasis: Clinical features and optimal treatment strategy. Cancer Med 2024; 13:e7152. [PMID: 38549499 PMCID: PMC10979184 DOI: 10.1002/cam4.7152] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 12/06/2023] [Accepted: 03/16/2024] [Indexed: 04/01/2024] Open
Abstract
BACKGROUND This study aimed to examine the clinical characteristics of bone metastasis (BoM) in patients with non-small cell lung cancer (NSCLC) who have an epidermal growth factor receptor (EGFR) mutation and to identify the most effective treatment strategy using EGFR-tyrosine kinase inhibitors (TKIs). METHODS The study included patients with stage IV EGFR-mutated NSCLC who were receiving first-line treatment with EGFR-TKIs between January 2014 and December 2020. These patients were divided into two groups based on the presence or absence of BoM at the time of initial diagnosis. The BoM group was further subdivided based on whether they received denosumab or not. RESULTS The final analysis included 247 patients. Those with BoM at initial diagnosis had shorter progression-free survival (12.6 vs. 10.5 months, p = 0.002) and overall survival (OS) (49.7 vs. 30.9 months, p = 0.002) compared to those without BoM. There was a difference in the location of metastatic sites between the two groups, with a higher incidence of extrathoracic metastasis in the BoM group (p < 0.001). The incidence of T790M was higher in patients with BoM than in those without (47.4% vs. 33.9%, p = 0.042). Multivariate Cox regression analysis revealed that sequential osimertinib treatment and the addition of antiangiogenic therapy (AAT) and denosumab therapy improved OS in patients with BoM. CONCLUSIONS The presence of BoM is a negative prognostic factor for NSCLC patients with an EGFR mutation, possibly due to the presence of extrathoracic metastases. However, adding AAT and denosumab, along with sequential osimertinib, to the treatment regimen for patients with BoM can improve survival outcomes.
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Affiliation(s)
- Wei‐Chun Chen
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
- Department of Life ScienceNational Chung Hsing UniversityTaichungTaiwan
- National Chung Hsing UniversityTaichungTaiwan
- Rong Hsing Research Center for Translational MedicineNational Chung Hsing UniversityTaichungTaiwan
| | - Wen‐Chien Cheng
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
- Department of Life ScienceNational Chung Hsing UniversityTaichungTaiwan
- National Chung Hsing UniversityTaichungTaiwan
- Rong Hsing Research Center for Translational MedicineNational Chung Hsing UniversityTaichungTaiwan
| | - Chieh‐Lung Chen
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
| | - Wei‐Chih Liao
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
| | - Chia‐Hung Chen
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
| | - Hung‐Jen Chen
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
| | - Chih‐Yen Tu
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
| | - Chi‐Chen Lin
- Department of Life ScienceNational Chung Hsing UniversityTaichungTaiwan
- Institute of Biomedical Science, The iEGG and Animal Biotechnology CenterNational Chung‐Hsing UniversityTaichungTaiwan
- Department of Medical ResearchChina Medical University HospitalTaichungTaiwan
- Department of Medical ResearchTaichung Veterans General HospitalTaichungTaiwan
- Department of PharmacologyCollege of Medicine, Kaohsiung Medical UniversityKaohsiungTaiwan
| | - Te‐Chun Hsia
- Division of Pulmonary and Critical Care, Department of Internal MedicineChina Medical University HospitalTaichungTaiwan
- School of Medicine, College of Medicine, China Medical UniversityTaichungTaiwan
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19
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Tozuka T, Minegishi Y, Yamaguchi O, Watanabe K, Toi Y, Saito R, Nagai Y, Tamura Y, Shoji T, Odagiri H, Ebi N, Sakai K, Kanaji N, Izumi M, Soda S, Watanabe S, Morita S, Kobayashi K, Seike M. Immunotherapy With Radiotherapy for Brain Metastases in Patients With NSCLC: NEJ060. JTO Clin Res Rep 2024; 5:100655. [PMID: 38706978 PMCID: PMC11069015 DOI: 10.1016/j.jtocrr.2024.100655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 02/13/2024] [Accepted: 02/18/2024] [Indexed: 05/07/2024] Open
Abstract
Introduction Immune checkpoint inhibitor (ICI)-based treatment has become standard treatment for patients with advanced NSCLC. We aimed to determine the survival benefit of upfront radiotherapy for brain metastases (BMs) in patients with NSCLC who received ICI alone (ICI-alone) or with chemotherapy (ICI-chemo). Methods This study included consecutive patients with NSCLC having BMs who received ICI alone or ICI-chemo at 50 institutes between February 2017 and September 2021. The presence of BMs was confirmed by imaging before treatment. Treatment outcomes were compared between patients who did and did not receive upfront radiotherapy for BMs. Potential confounding factors were adjusted between the groups through inverse probability treatment weighting (IPTW) analysis and overlap weighting (OW) analysis with propensity scores. Results Patients were grouped as ICI-alone cohort, 224 patients (upfront-radiotherapy group, 135 patients; no-radiotherapy group, 89 patients) and ICI-chemo cohort, 367 patients (upfront-radiotherapy group, 212 patients; no-radiotherapy group, 155 patients). In the ICI-alone cohort, the overall survival of the upfront-radiotherapy group was significantly longer than that of the no-radiotherapy group (IPTW-adjusted hazards ratio [HR] = 0.45 [95% confidence interval [CI]: 0.29-0.72], OW-adjusted HR = 0.52 [95% CI: 0.35-0.77]). In contrast, in the ICI-chemo cohort, the OS of the upfront-radiotherapy group was not significantly different from that of the no-radiotherapy group (IPTW-adjusted HR = 1.02 [95% CI: 0.70-1.48], OW-adjusted HR = 0.93 [95% CI: 0.65-1.33]). Conclusions Upfront radiotherapy for BMs was associated with longer overall survival in patients with NSCLC who received ICI alone; however, it did not exhibit survival benefits in the patients who received ICI-chemo.
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Affiliation(s)
- Takehiro Tozuka
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Yuji Minegishi
- Department of Respiratory Medicine, Mitsui. Memorial Hospital, Tokyo, Japan
| | - Ou Yamaguchi
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Kana Watanabe
- Department of Respiratory Medicine, Miyagi Cancer Center, Miyagi, Japan
| | - Yukihiro Toi
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Miyagi, Japan
| | - Ryota Saito
- Department of Respiratory Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yoshiaki Nagai
- Department of Respiratory Medicine, Jichi Medical University, Saitama Medical Center, Saitama, Japan
| | - Yosuke Tamura
- Department of Respiratory Medicine and Thoracic Oncology, Osaka Medical and Pharmaceutical University Hospital, Osaka, Japan
| | - Tetsuaki Shoji
- Department of Respiratory Medicine, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Hokkaido, Japan
| | - Haruka Odagiri
- Department of Respiratory Medicine, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Noriyuki Ebi
- Department of Respiratory Medicine, Fukuoka University Hospital, Fukuoka, Japan
| | - Kosuke Sakai
- Department of Pulmonary Medicine, Saitama Medical Center, Saitama Medical University, Saitama, Japan
| | - Nobuhiro Kanaji
- Department of Internal Medicine, Division of Hematology, Rheumatology, and Respiratory Medicine, Faculty of Medicine, Kagawa University, Kagawa, Japan
| | - Makoto Izumi
- Department of Chemotherapy, Yokosuka Kyosai Hospital, Kanagawa, Japan
| | - Sayo Soda
- Department of Pulmonary and Clinical Immunology, Dokkyo Medical University School of Medicine, Tochigi, Japan
| | - Satoshi Watanabe
- Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Satoshi Morita
- Department of Biomedical Statistics and Bioinformatics, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Kunihiko Kobayashi
- Department of Respiratory Medicine, Saitama Medical University International Medical Center, Hidaka, Saitama, Japan
| | - Masahiro Seike
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
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20
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Vega-Moreno DA, Kuramitsu S, Kaoru E, Yasukazu K, García-González U, Ibarra-de la Torre A, Hernández-Hernández L, Vicuña-González RM, González-Jiménez ME. Demographics aspects of brain and spine metastatic melanoma. Retrospective analysis in a single third-level center. World Neurosurg X 2024; 22:100306. [PMID: 38455253 PMCID: PMC10918258 DOI: 10.1016/j.wnsx.2024.100306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 10/05/2023] [Accepted: 02/21/2024] [Indexed: 03/09/2024] Open
Abstract
Background Melanoma metastases to the CNS rank third in frequency, just after lung and breast metastases. There is controversy regarding the factors predisposing to developing CNS metastases in patients with cutaneous melanoma and their survival with conventional treatments. Methods We carried out a retrospective analysis in a third-level hospital in Mexico to determine epidemiological aspects of melanoma metastases to the central nervous system, factors related to its appearance, clinical presentation, and survival in three treatment groups: surgery, radiotherapy, and conservative management. Results We found that the nodular variant has the most significant association with CNS metastases. In addition, the superficial spreading variant has the highest risk of presenting a more substantial number of lesions, up to seven for each case and predominantly in the infratentorial space. On the other hand, we found more remarkable survival in patients treated only with surgery than those treated with radiotherapy or conservatively. Conclusions This study lays the foundations for future prospective survival analysis of the different current treatment modalities for metastatic melanoma in the brain and spine. It also highlights the clinical risk factors for metastatic brain and spine tumors of melanoma.
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Affiliation(s)
| | - Shunichiro Kuramitsu
- Neurosurgery Department, Nagoya Medical Center, National Hospital Organization, Aichi, Nagoya, Japan
| | - Eguchi Kaoru
- Neurosurgery Department, Nagoya Medical Center, National Hospital Organization, Aichi, Nagoya, Japan
| | - Kajita Yasukazu
- Neurosurgery Department, Nagoya Medical Center, National Hospital Organization, Aichi, Nagoya, Japan
| | - Ulises García-González
- Neurosurgery and Patology Department, Hospital Central Sur de Alta Especialidad, “PEMEX”, Mexico City, Mexico
| | - Abraham Ibarra-de la Torre
- Neurosurgery and Patology Department, Hospital Central Sur de Alta Especialidad, “PEMEX”, Mexico City, Mexico
| | - Liliana Hernández-Hernández
- Neurosurgery and Patology Department, Hospital Central Sur de Alta Especialidad, “PEMEX”, Mexico City, Mexico
| | - Rosa María Vicuña-González
- Neurosurgery and Patology Department, Hospital Central Sur de Alta Especialidad, “PEMEX”, Mexico City, Mexico
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Borm KJ, Behzadi ST, Hörner-Rieber J, Krug D, Baumann R, Corradini S, Duma MN, Dunst J, Fastner G, Feyer P, Fietkau R, Haase W, Harms W, Hehr T, Matuschek C, Piroth MD, Schmeel LC, Souchon R, Strnad V, Budach W, Combs SE. DEGRO guideline for personalized radiotherapy of brain metastases and leptomeningeal carcinomatosis in patients with breast cancer. Strahlenther Onkol 2024; 200:259-275. [PMID: 38488902 DOI: 10.1007/s00066-024-02202-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 01/07/2024] [Indexed: 03/17/2024]
Abstract
PURPOSE The aim of this review was to evaluate the existing evidence for radiotherapy for brain metastases in breast cancer patients and provide recommendations for the use of radiotherapy for brain metastases and leptomeningeal carcinomatosis. MATERIALS AND METHODS For the current review, a PubMed search was conducted including articles from 01/1985 to 05/2023. The search was performed using the following terms: (brain metastases OR leptomeningeal carcinomatosis) AND (breast cancer OR breast) AND (radiotherapy OR ablative radiotherapy OR radiosurgery OR stereotactic OR radiation). CONCLUSION AND RECOMMENDATIONS Despite the fact that the biological subtype of breast cancer influences both the occurrence and relapse patterns of breast cancer brain metastases (BCBM), for most scenarios, no specific recommendations regarding radiotherapy can be made based on the existing evidence. For a limited number of BCBM (1-4), stereotactic radiosurgery (SRS) or fractionated stereotactic radiotherapy (SRT) is generally recommended irrespective of molecular subtype and concurrent/planned systemic therapy. In patients with 5-10 oligo-brain metastases, these techniques can also be conditionally recommended. For multiple, especially symptomatic BCBM, whole-brain radiotherapy (WBRT), if possible with hippocampal sparing, is recommended. In cases of multiple asymptomatic BCBM (≥ 5), if SRS/SRT is not feasible or in disseminated brain metastases (> 10), postponing WBRT with early reassessment and reevaluation of local treatment options (8-12 weeks) may be discussed if a HER2/Neu-targeting systemic therapy with significant response rates in the central nervous system (CNS) is being used. In symptomatic leptomeningeal carcinomatosis, local radiotherapy (WBRT or local spinal irradiation) should be performed in addition to systemic therapy. In patients with disseminated leptomeningeal carcinomatosis in good clinical condition and with only limited or stable extra-CNS disease, craniospinal irradiation (CSI) may be considered. Data regarding the toxicity of combining systemic therapies with cranial and spinal radiotherapy are sparse. Therefore, no clear recommendations can be given, and each case should be discussed individually in an interdisciplinary setting.
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Affiliation(s)
- Kai J Borm
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Sophie T Behzadi
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Juliane Hörner-Rieber
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - David Krug
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Rene Baumann
- Department of Radiation Oncology, St. Marien-Krankenhaus, Siegen, Germany
| | - Stefanie Corradini
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Marciana Nona Duma
- Department of Radiation Oncology, Helios Clinics of Schwerin-University Campus of MSH Medical School Hamburg, Schwerin, Germany
- Department for Human Medicine, MSH Medical School Hamburg, Hamburg, Germany
| | - Jürgen Dunst
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Gerd Fastner
- Department of Radiotherapy and Radio-Oncology, University Hospital Salzburg, Landeskrankenhaus, Paracelsus Medical University, Salzburg, Austria
| | - Petra Feyer
- Formerly Department of Radiation Oncology, Vivantes Hospital Neukölln, Berlin, Germany
| | - Rainer Fietkau
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Wulf Haase
- Formerly Department of Radiation Oncology, St.-Vincentius-Hospital Karlsruhe, Karlsruhe, Germany
| | - Wolfgang Harms
- Department of Radiation Oncology, St. Claraspital, Basel, Switzerland
| | - Thomas Hehr
- Department of Radiation Oncology, Marienhospital Stuttgart, Stuttgart, Germany
| | - Christiane Matuschek
- Department of Radiation Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Marc D Piroth
- Department of Radiation Oncology, HELIOS University Hospital Wuppertal, Witten/Herdecke University, Wuppertal, Germany
| | | | - Rainer Souchon
- Formerly Department of Radiation Oncology, University Hospital Tübingen, Tübingen, Germany
| | - Vratislav Strnad
- Department of Radiation Oncology, University Hospital Erlangen, Erlangen, Germany
| | - Wilfried Budach
- Department of Radiation Oncology, University Hospital Düsseldorf, Düsseldorf, Germany
| | - Stephanie E Combs
- TUM School of Medicine, Department of Radiation Oncology, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany.
- Partner Site Munich, Deutsches Konsortium für Translationale Krebsforschung (DKTK), Munich, Germany.
- Department of Radiation Medicine (IRM), Helmholtz Zentrum München (HMGU), Neuherberg, Germany.
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Hügel M, Stöhr J, Kuhnt T, Nägler F, Papsdorf K, Klagges S, Hambsch P, Güresir E, Nicolay NH, Seidel C. Long-term survival in patients with brain metastases-clinical characterization of a rare scenario. Strahlenther Onkol 2024; 200:335-345. [PMID: 37646818 DOI: 10.1007/s00066-023-02123-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 07/10/2023] [Indexed: 09/01/2023]
Abstract
PURPOSE This study aimed to assess clinical, treatment, and prognostic features in patients with brain metastases (BM) from solid tumors achieving long-term survival (LTS). Further, the accuracy of diagnosis-specific Graded Prognostic Assessment scores (ds-GPA) to predict LTS was evaluated. METHODS Patients admitted for radiotherapy of BM between 2010 and 2020 at a large tertiary cancer center with survival of at least 3 years from diagnosis of BM were included. Patient, tumor, treatment characteristics and ds-GPA were compiled retrospectively. RESULTS From a total of 1248 patients with BM, 61 (4.9%) survived ≥ 3 years. In 40 patients, detailed patient charts were available. Among LTS patients, median survival time from diagnosis of BM was 51.5 months. Most frequent primary tumors were lung cancer (45%), melanoma (20%), and breast cancer (17.5%). At the time of diagnosis of BM, 11/40 patients (27.5%) had oligometastatic disease. Estimated mean survival time based on ds-GPA was 19.7 months (in 8 cases estimated survival < 12 months). Resection followed by focal or whole-brain radiotherapy (WBRT) was often applied (60%), followed by primary stereotactic radiotherapy (SRT) (20%) or WBRT (20%). 80% of patients received systemic treatment, appearing particularly active in specifically altered non-small lung cancer (NSCLC), melanoma, and HER2-positive breast cancer. Karnofsky performance score (KPS) and the presence of oligometastatic disease at BM diagnosis were persisting prognostic factors in LTS patients. CONCLUSION In this monocentric setting reflecting daily pattern of care, LTS with BM is heterogeneous and difficult to predict. Effective local treatment and modern systemic therapies often appear crucial for LTS. The impact of concomitant diseases and frailty is not clear.
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Affiliation(s)
- M Hügel
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - J Stöhr
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - T Kuhnt
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - F Nägler
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - K Papsdorf
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - S Klagges
- Clinical Cancer Registry, Leipzig, Germany
| | - P Hambsch
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - E Güresir
- Department of Neurosurgery, University of Leipzig Medical Center, Leipzig, Germany
| | - N H Nicolay
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany
| | - C Seidel
- Department of Radiation Oncology, University of Leipzig Medical Center, Leipzig, Germany.
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23
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Toriduka D, Matsuo Y, Hanazawa H, Kishi N, Uto M, Mizowaki T. Validation of the Lung-Mol Graded Prognostic Assessment (GPA) System for the Prognosis of Patients Receiving Radiotherapy for Brain Metastasis From Non-small Cell Lung Cancer. Cureus 2024; 16:e57485. [PMID: 38707125 PMCID: PMC11066373 DOI: 10.7759/cureus.57485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2024] [Indexed: 05/07/2024] Open
Abstract
PURPOSE The Lung-mol graded prognostic assessment (GPA) system predicts the prognosis of patients with brain metastases (BM) from non-small cell lung cancer (NSCLC) separately for adenocarcinoma and non-adenocarcinoma. This study aimed to validate the Lung-molGPA system using a cohort of patients in our institution who received radiotherapy for BM. MATERIALS AND METHODS Three hundred and thirty-nine patients with NSCLC who received their first course of radiotherapy for BM were included in the analysis. Among them, 65 received their second course of radiotherapy for BM. Data on sex, age, Karnofsky performance status (KPS), extracranial metastases (ECM), number of BM, histological type, and gene mutations were collected according to the Lung-molGPA system. We examined the validity of the scores assigned to the factors included in the Lung-molGPA system, separately for adenocarcinoma and non-adenocarcinoma. In addition, we validated the Lung-molGPA system to predict survival during both the first and second courses of radiotherapy. RESULTS The factors in the Lung-molGPA were significantly associated with survival, except for age in non-adenocarcinoma with marginal significance. Regarding discrimination ability, the C-indices were 0.65 and 0.69 for adenocarcinoma and non-adenocarcinoma, respectively, in the first course of radiotherapy for BM, while those in the second course were 0.62 and 0.74, respectively. Survival prediction by Lung-molGPA was almost consistent with actual survival in the first course of radiotherapy, except for the score of 0-1.0 in both histologies and 2.5-3.0 in non-adenocarcinoma. In the second course of radiotherapy, median survival could be predicted for some patients with adenocarcinoma. CONCLUSIONS Our study confirms the validity of Lung-molGPA for the estimation of median survival based on patient characteristics at the time of initiation of radiotherapy for patients in the first course of radiotherapy and shows that it may be applicable to patients with adenocarcinoma in the second course of radiotherapy.
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Affiliation(s)
- Daichi Toriduka
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Yukinori Matsuo
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
- Department of Radiation Oncology, Kindai University Faculty of Medicine, Osakasayama, JPN
| | - Hideki Hanazawa
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Noriko Kishi
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Megumi Uto
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Takashi Mizowaki
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, Kyoto, JPN
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Berthet C, Lucia F, Bourbonne V, Schick U, Lecouillard I, Le Deroff C, Barateau A, de Crevoisier R, Castelli J. The dosimetric parameters impact on local recurrence in stereotactic radiotherapy for brain metastases. Br J Radiol 2024; 97:820-827. [PMID: 38377402 PMCID: PMC11025672 DOI: 10.1093/bjr/tqae029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 11/15/2023] [Accepted: 01/30/2024] [Indexed: 02/22/2024] Open
Abstract
OBJECTIVES Stereotactic radiotherapy (SRT) for brain metastases (BM) allows very good local control (LC). However, approximately 20%-30% of these lesions will recur. The objective of this retrospective study was to evaluate the impact of dosimetric parameters on LC in cerebral SRT. METHODS Patients treated with SRT for 1-3 BM between January 2015 and December 2018 were retrospectively included. A total of 349 patients with 538 lesions were included. The median gross tumour volume (GTV) was 2 cm3 (IQR, 0-7). The median biological effective dose with α/β = 10 (BED10) was 60 Gy (IQR, 32-82). The median prescription isodose was 71% (IQR, 70-80). Correlations with LC were examined using the Cox regression model. RESULTS The median follow-up period was 55 months (min-max, 7-85). Median overall survival was 17.8 months (IQR, 15.2-21.9). There were 95 recurrences and LC at 1 and 2 years was 87.1% (95% CI, 84-90) and 78.1% (95% CI, 73.9-82.4), respectively. Univariate analysis showed that systemic treatment, dose to 2% and 50% of the planning target volume (PTV), BED10 > 50 Gy, and low PTV and GTV volume were significantly correlated with better LC. In the multivariate analysis, GTV volume, isodose, and BED10 were significantly associated with LC. CONCLUSION These results show the importance of a BED10 > 50 Gy associated with a prescription isodose <80% to optimize LC during SRT for BM. ADVANCES IN KNOWLEDGE Isodose, BED, and GTV volume were significantly associated with LC. A low isodose improves LC without increasing the risk of radionecrosis.
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Affiliation(s)
- Camille Berthet
- Radiation Oncology Department, CLCC Eugene Marquis, Rennes, 35000, France
| | - François Lucia
- Radiation Oncology Department, University Hospital, Brest, 29200, France
| | - Vincent Bourbonne
- Radiation Oncology Department, University Hospital, Brest, 29200, France
| | - Ulrike Schick
- Radiation Oncology Department, University Hospital, Brest, 29200, France
| | | | - Coralie Le Deroff
- Radiation Oncology Department, CLCC Eugene Marquis, Rennes, 35000, France
| | - Anais Barateau
- Radiation Oncology Department, CLCC Eugene Marquis, Rennes, 35000, France
- Univ Rennes, CLCC Eugène Marquis, Inserm, LTSI – UMR 1099, Rennes, 35000, France
| | - Renaud de Crevoisier
- Radiation Oncology Department, CLCC Eugene Marquis, Rennes, 35000, France
- Univ Rennes, CLCC Eugène Marquis, Inserm, LTSI – UMR 1099, Rennes, 35000, France
| | - Joel Castelli
- Radiation Oncology Department, CLCC Eugene Marquis, Rennes, 35000, France
- Univ Rennes, CLCC Eugène Marquis, Inserm, LTSI – UMR 1099, Rennes, 35000, France
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Okuno T, Isobe T, Tsubata Y. Current pharmacologic treatment of brain metastasis in non-small cell lung cancer. Clin Exp Metastasis 2024:10.1007/s10585-024-10276-4. [PMID: 38466521 DOI: 10.1007/s10585-024-10276-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 01/28/2024] [Indexed: 03/13/2024]
Abstract
Lung cancer is a type of cancer that can metastasize to the lungs, brain, bones, liver, adrenal glands, and other organs; however, the occurrence of brain metastases is the most common event. Symptoms of brain metastasis include motor dysfunction, mental dysfunction, seizures, headaches, nausea, and vomiting, and significantly reduce the quality of life of cancer patients. Brain metastases are a poor prognostic factor, and controlling them is extremely important for prolonging prognosis and improving the quality of life. Currently, local surgery and radiotherapy are recommended for their treatment. However, recently, cancer treatments using molecular-targeted drugs and immune checkpoint inhibitors have been introduced, which may also be effective against brain metastases. Therefore, it is necessary to determine whether local or systemic therapy is optimal for each case. In this review, we focus on recent findings regarding drug therapy in treating brain metastases from advanced non-small cell lung cancer.
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Affiliation(s)
- Takae Okuno
- Division of Medical Oncology and Respiratory Medicine, Department of Internal Medicine, Shimane University Faculty of Medicine, 89-1, Enyacho, Izumo, Shimane, 693-8501, Japan
| | - Takeshi Isobe
- Division of Medical Oncology and Respiratory Medicine, Department of Internal Medicine, Shimane University Faculty of Medicine, 89-1, Enyacho, Izumo, Shimane, 693-8501, Japan
| | - Yukari Tsubata
- Division of Medical Oncology and Respiratory Medicine, Department of Internal Medicine, Shimane University Faculty of Medicine, 89-1, Enyacho, Izumo, Shimane, 693-8501, Japan.
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Ottaviani MM, Fasinella MR, Di Rienzo A, Gladi M, di Somma LGM, Iacoangeli M, Dobran M. Analysis of prognostic factors and the role of epilepsy in neurosurgical patients with brain metastases. Surg Neurol Int 2024; 15:79. [PMID: 38628515 PMCID: PMC11021078 DOI: 10.25259/sni_735_2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 02/01/2024] [Indexed: 04/19/2024] Open
Abstract
Background Brain metastases (BMs) represent the most frequent brain tumors in adults. The identification of key prognostic factors is essential for choosing the therapeutic strategy tailored to each patient. Epilepsy can precede several months of other clinical presentations of BMs. This work aimed to study the impact of epilepsy and other prognostic factors on BMs patients' survival. Methods This retrospective study included 51 patients diagnosed with BMs and who underwent neurosurgery between 2010 and 2021. The impact of BM features and patient's clinical characteristics on the overall survival (OS) was analyzed through uni- and multivariate analysis. Results The average OS was 25.98 months and differed according to the histology of the primary tumor. The primary tumor localization and the presence of extracranial metastases had a statistically significant impact on the OS, and patients with single BM showed a superior OS to those with multifocal lesions. The localization of BMs in the temporal lobe correlated with the highest OS. The OS was significantly higher in patients who presented seizures in their clinical onset and in those who had better post-surgical Karnofsky performance status, no post-surgical complications, and who underwent post-surgical treatment. Conclusion Our study has highlighted prognostically favorable patient and tumor factors. Among those, a clinical onset with epileptic seizures can help identify brain metastasis hitherto silent. This could lead to immediate diagnostic-therapeutic interventions with more aggressive therapies after appropriate multidisciplinary evaluation.
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27
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Kitano Y, Ohyama S, Yagi Y, Onishi I, Kayahara M. Surgical resection of brain and adrenal gland metastases from gastric cancer: a case report and literature review. J Surg Case Rep 2024; 2024:rjae163. [PMID: 38524679 PMCID: PMC10958142 DOI: 10.1093/jscr/rjae163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Accepted: 02/23/2024] [Indexed: 03/26/2024] Open
Abstract
The prognosis of recurrent gastric cancer is generally poor, and aggressive surgical treatment is rarely performed. Herein, we present the case of a patient who underwent resection of cerebellar and adrenal gland metastases from gastric cancer. The patient was treated for gastric cancer with distal gastrectomy at 23 years and for remnant gastric cancer with completion gastrectomy at 48 years. At 59 years old, she experienced vertigo and nausea and was diagnosed with cerebellar and left adrenal gland tumours. First, the cerebellar tumours were resected and diagnosed as metastases of gastric cancer. After 1 month, the adrenal gland tumour was resected and diagnosed as metastatic. She underwent whole-brain radiotherapy and subsequent chemotherapy with S-1. One year after the surgery, the patient died of meningitis carcinomatosa. There are few reports on long-term survival after the resection of brain metastases. Herein, we report our experience along with a review of the literature.
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Affiliation(s)
- Yuto Kitano
- Department of Surgery, National Hospital Organization Kanazawa Medical Center, Kanazawa 920-8650, Japan
| | - Shigekazu Ohyama
- Department of Surgery, National Hospital Organization Kanazawa Medical Center, Kanazawa 920-8650, Japan
| | - Yasumichi Yagi
- Department of Surgery, National Hospital Organization Kanazawa Medical Center, Kanazawa 920-8650, Japan
| | - Ichiro Onishi
- Department of Surgery, National Hospital Organization Kanazawa Medical Center, Kanazawa 920-8650, Japan
| | - Masato Kayahara
- Department of Surgery, National Hospital Organization Kanazawa Medical Center, Kanazawa 920-8650, Japan
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28
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Fushimi C, Takahashi H, Kawakita D, Kano S, Tsukahara K, Ozawa H, Okami K, Sakai A, Yamazaki K, Okada T, Hanazawa T, Sato Y, Imanishi Y, Shimizu A, Matsuki T, Nagao T, Tada Y. Brain metastases in patients with salivary duct carcinoma: A retrospective study. Cancer Med 2024; 13:e7037. [PMID: 38477487 DOI: 10.1002/cam4.7037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 12/19/2023] [Accepted: 01/02/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Salivary duct carcinoma (SDC) is a high-grade adenocarcinoma with a 5-year survival rate of 40%. Although drug therapy has improved patients' prognosis, the impact of brain metastasis (BM) remains poorly understood. We aimed to retrospectively examine the incidence of BM in patients with SDC (n = 464) and develop a tool to estimate their prognoses. METHODS We retrospectively examined 464 patients with SDC enrolled in a multicenter study. We investigated the incidence of BM, overall survival (OS) rates, and factors affecting prognosis in patients with BM. We also developed an SDC-graded prognostic assessment (GPA) score for disease prognostication. RESULTS Sixty-five (14%) patients had BM. The median OS (mOS) was 13.1 months. On univariate and multivariate analyses, factors such as Eastern Cooperative Oncology Group Performance Status >1, human epidermal growth factor receptor 2-negative status, and locoregional uncontrolled disease were associated with poor OS. SDC-GPA scores according to the prognostic factors were 0, 1, 2, and 3 points, and mOS estimates were 50.5, 16.1, 3.9, and 1.2 months, respectively (p < 0.001). CONCLUSION The SDC-GPA score emerged as a useful prognostication tool for patients with BM.
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Affiliation(s)
- Chihiro Fushimi
- Head and Neck Oncology and Surgery, International University of Health and Welfare, Mita Hospital, Tokyo, Japan
- Department of Head and Neck Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Hideaki Takahashi
- Department of Otorhinolaryngology, Head and Neck Surgery, Yokohama City University, School of Medicine, Yokohama, Japan
| | - Daisuke Kawakita
- Department of Otorhinolaryngology, Head and Neck Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Satoshi Kano
- Department of Otolaryngology Head and Neck Surgery, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Kiyoaki Tsukahara
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University, Tokyo, Japan
| | - Hiroyuki Ozawa
- Department of Otorhinolaryngology Head and Neck Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Kenji Okami
- Department of Otolaryngology Head and Neck Surgery, Tokai University School of Medicine, Isehara, Japan
| | - Akihiro Sakai
- Department of Otolaryngology Head and Neck Surgery, Tokai University School of Medicine, Isehara, Japan
| | - Keisuke Yamazaki
- Department of Head and Neck Surgery, Niigata Cancer Center Hospital, Niigata, Japan
| | - Takuro Okada
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan
| | - Toyoyuki Hanazawa
- Department of Otolaryngology, Head and Neck Surgery, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Yuichiro Sato
- Department of Head and Neck Surgery, Niigata Cancer Center Hospital, Niigata, Japan
| | - Yorihisa Imanishi
- Otorhinolaryngology, Head and Neck Surgery, International University of Health and Welfare, Narita Hospital, Chiba, Japan
| | - Akira Shimizu
- Department of Otorhinolaryngology, Head and Neck Surgery, Tokyo Medical University, Tokyo, Japan
| | - Takashi Matsuki
- Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Toshitaka Nagao
- Department of Anatomic Pathology, Tokyo Medical University, Tokyo, Japan
| | - Yuichiro Tada
- Head and Neck Oncology and Surgery, International University of Health and Welfare, Mita Hospital, Tokyo, Japan
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Chen TWW, Dai MS, Tseng LM, Chen SC, Chao TY, Chao TC, Chang YC, Chiu CF, Liu CT, Lin CH, Liu CY, Chen YF, Chang DY, Yu JC, Rau KM, Hsieh YY, Shen SC, Huang SM, Cheng AL, Lu YS. Whole-Brain Radiotherapy Alone vs Preceded by Bevacizumab, Etoposide, and Cisplatin for Untreated Brain Metastases From Breast Cancer: A Randomized Clinical Trial. JAMA Oncol 2024; 10:325-334. [PMID: 38127335 PMCID: PMC10739128 DOI: 10.1001/jamaoncol.2023.5456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/31/2023] [Indexed: 12/23/2023]
Abstract
Importance The incidence of brain metastasis is increasing in patients with metastatic breast cancer. Treatments to extend the control of brain metastasis are urgently required. Objective To investigate whether the addition of an induction treatment of bevacizumab, etoposide, and cisplatin (BEEP) improves brain-specific progression-free survival (PFS) after whole-brain radiotherapy (WBRT). Design, Setting, and Participants This open-label, randomized, multicenter clinical trial assessed patients with brain metastases from breast cancer (BMBC) in Taiwan from September 9, 2014, to December 24, 2018, with survival follow-up until December 31, 2021. Key inclusion criteria included metastatic brain tumors not suitable for focal treatment, WBRT naivety, age 20 to 75 years, and at least 1 measurable brain metastatic lesion. The primary end point was brain-specific PFS, with an expected hazard ratio of 0.60, a 2-sided α ≤ .20, and power of 0.8. Interventions Eligible patients were randomly assigned at a ratio of 2:1 to the experimental arm, which involved 3 cycles of BEEP followed by WBRT, or the control arm, which involved WBRT alone. Main Outcomes and Measures The primary end point was the determination of brain-specific PFS by local investigators according to the Response Evaluation Criteria in Solid Tumors, version 1.1, the initiation of other brain-directed treatment after WBRT, or death. Other key end points included brain-specific objective response rate after 8 weeks of BEEP treatment or WBRT and 8-month brain-specific PFS rate, PFS, and overall survival. Results A total of 118 patients with BMBC were randomized, with the intention-to-treat cohort comprising 112 patients. The median age was 56 years (range, 34-71 years), and 61 patients (54.5%) had ERBB2 (formerly HER2 or HER2/neu)-positive disease. The median (range) brain-specific PFS was 8.1 (0.3-29.5) vs 6.5 (0.9-25.5) months in the experimental and control arms, respectively (hazard ratio, 0.71; 95% CI, 0.44-1.13; P = .15; significant at predefined α ≤ .20). The brain-specific objective response rate at 2 months was not significantly different (BEEP treatment vs WBRT, 41.9% vs 52.6%), but the 8-month brain-specific PFS rate was significantly higher in the experimental group (48.7% vs 26.3%; P = .03). Adverse events were generally manageable with prophylactic granulocyte colony-stimulating factor treatment. Conclusions and Relevance The findings show that induction BEEP before WBRT may improve the control of BMBC compared with using upfront WBRT, which could address an unmet need for an effective systemic treatment for intractable brain and extracranial metastases from metastatic breast cancer. Trial Registration ClinicalTrials.gov Identifier: NCT02185352.
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Affiliation(s)
- Tom Wei-Wu Chen
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Ming-Shen Dai
- Division of Hematology and Oncology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Ling-Ming Tseng
- Department of Surgery and Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Shin-Cheh Chen
- Division of Breast Surgery, Department of General Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Linkou Branch, Taoyuan, Taiwan
| | - Tsu-Yi Chao
- Division of Hematology and Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Ta-Chung Chao
- Department of Oncology and Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | | | - Chang-Fang Chiu
- Cancer Center and Division of Hematology and Oncology, Department of Internal Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chien-Ting Liu
- Division of Hematology and Oncology, Department of Internal Medicine, Chang Gung Memorial Hospital-Kaohsiung Medical Center, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Ching-Hung Lin
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Chun-Yu Liu
- Department of Oncology and Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ya-Fang Chen
- Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan
| | - Dwan-Ying Chang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Jyh-Cherng Yu
- Division of General Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Kun-Ming Rau
- Department of Hematology Oncology, E-Da Cancer Hospital and School of Medicine, College of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Yao-Yu Hsieh
- Division of Hematology and Oncology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan
- Division of Hematology and Oncology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Shih-Che Shen
- Division of Breast Surgery, Department of General Surgery, Chang Gung Memorial Hospital, Chang Gung University Medical College, Linkou Branch, Taoyuan, Taiwan
| | - Shu-Min Huang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Ann-Lii Cheng
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Yen-Shen Lu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
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30
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Baccili Cury Megid T, Baskurt Z, Ma LX, Barron CC, Farooq A, Saltiel MP, Wang X, Bach Y, Ayoama H, Jang RW, Chen E, Veit-Haibach P, Wang B, Kalimuthu S, Cotton J, Wong R, Mesci A, Elimova E. Leptomeningeal carcinomatosis and brain metastases in gastroesophageal carcinoma: a real-world analysis of clinical and pathologic characteristics and outcomes. J Neurooncol 2024; 167:111-122. [PMID: 38372902 PMCID: PMC10978709 DOI: 10.1007/s11060-024-04576-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Accepted: 01/16/2024] [Indexed: 02/20/2024]
Abstract
BACKGROUND Brain metastasis (BrM) and Leptomeningeal Carcinomatosis (LMC) are uncommon complications in gastroesophageal carcinoma (GEC) patients. These patients have a poor prognosis and are challenging to treat. We described the clinicopathologic features and outcomes in the largest cohort of Central Nervous System (CNS) metastasis in GEC patients. METHODS single-center retrospective study of GEC treated from 2007 to 2021. Clinicopathologic characteristics and treatment modalities were reviewed. Survival was calculated from the date of CNS diagnosis until date of death/last follow-up using the Kaplan-Meier method. A multivariable Cox proportional hazards regression model was used. RESULTS Of 3283 GEC patients, 100 (3.04%) were diagnosed with BrM and 20 with LMC (0.61%). Patients with known human epidermal growth factor receptor 2 (HER2) status (N = 48), 60% were HER2 positive (defined as IHC 3 + or IHC 2+/FISH+). Among LMC patients most were signet-ring subtype (85%), and only 15% (2/13) were HER2 positive. Median survival was 0.7; 3.8; and 7.7 months in BrM patients treated with best supportive care, radiation, and surgery, respectively (p < 0.001). In LMC, median survival was 0.7 month in patients who had best supportive care (7/19) and 2.8 months for those who had whole brain radiation therapy (p = 0.015). Multivariate analysis showed worse outcomes in ECOG ≥ 2 (p = 0.002), number of BrM ≥ 4 (p < 0.001) and number of metastatic sites (p = 0.009). CONCLUSION HER2 expression were enriched in patients with BrM, while it is uncommon in LMC. Patients treated with surgery followed by radiation had an improved OS in BrM and WBRT benefited patients with LMC.
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Affiliation(s)
| | - Zeynep Baskurt
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Lucy X Ma
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | - Carly C Barron
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | - Abdul Farooq
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | | | - Xin Wang
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | - Yvonne Bach
- Department of Medical Oncology and Hematology, University of Toronto, Toronto, Canada
| | - Hiroko Ayoama
- Department of Medical Oncology and Hematology, University of Toronto, Toronto, Canada
| | - Raymond W Jang
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | - Eric Chen
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada
| | - Patrick Veit-Haibach
- Toronto Joint Department Medical Imaging and University Health Network, Sinai Health System, University Medical Imaging Toronto, Women's College Hospital, Toronto, Canada
| | - Ben Wang
- Department of Pathology, Princess Margaret Cancer Centre, Toronto, Canada
| | | | - James Cotton
- Department of Pathology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Rebecca Wong
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Aruz Mesci
- Department of Radiation Oncology, Princess Margaret Cancer Centre, Toronto, Canada
| | - Elena Elimova
- Medical Oncology and Hematology at Princess Margaret Cancer Centre, Toronto, Canada.
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31
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Miccio JA, Tian Z, Mahase SS, Lin C, Choi S, Zacharia BE, Sheehan JP, Brown PD, Trifiletti DM, Palmer JD, Wang M, Zaorsky NG. Estimating the risk of brain metastasis for patients newly diagnosed with cancer. COMMUNICATIONS MEDICINE 2024; 4:27. [PMID: 38388667 PMCID: PMC10883934 DOI: 10.1038/s43856-024-00445-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 01/31/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND Brain metastases (BM) affect clinical management and prognosis but limited resources exist to estimate BM risk in newly diagnosed cancer patients. Additionally, guidelines for brain MRI screening are limited. We aimed to develop and validate models to predict risk of BM at diagnosis for the most common cancer types that spread to the brain. METHODS Breast cancer, melanoma, kidney cancer, colorectal cancer (CRC), small cell lung cancer (SCLC), and non-small cell lung cancer (NSCLC) data were extracted from the National Cancer Database to evaluate for the variables associated with the presence of BM at diagnosis. Multivariable logistic regression (LR) models were developed and performance was evaluated with Area Under the Receiver Operating Characteristic Curve (AUC) and random-split training and testing datasets. Nomograms and a Webtool were created for each cancer type. RESULTS We identify 4,828,305 patients from 2010-2018 (2,095,339 breast cancer, 472,611 melanoma, 407,627 kidney cancer, 627,090 CRC, 164,864 SCLC, and 1,060,774 NSCLC). The proportion of patients with BM at diagnosis is 0.3%, 1.5%, 1.3%, 0.3%, 16.0%, and 10.3% for breast cancer, melanoma, kidney cancer, CRC, SCLC, and NSCLC, respectively. The average AUC over 100 random splitting for the LR models is 0.9534 for breast cancer, 0.9420 for melanoma, 0.8785 for CRC, 0.9054 for kidney cancer, 0.7759 for NSCLC, and 0.6180 for SCLC. CONCLUSIONS We develop accurate models that predict the BM risk at diagnosis for multiple cancer types. The nomograms and Webtool may aid clinicians in considering brain MRI at the time of initial cancer diagnosis.
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Affiliation(s)
- Joseph A Miccio
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Zizhong Tian
- Division of Biostatistics and Bioinformatics, Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Sean S Mahase
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
| | - Christine Lin
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH, USA
| | - Serah Choi
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH, USA
| | - Brad E Zacharia
- Department of Neurosurgery, Penn State Cancer Institute, Hershey, PA, USA
| | - Jason P Sheehan
- Department of Neurosurgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | | | - Joshua D Palmer
- Department of Radiation Oncology, The Ohio State University James Comprehensive Cancer Center, Columbus, OH, USA
| | - Ming Wang
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Nicholas G Zaorsky
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Case Western Reserve School of Medicine, Cleveland, OH, USA.
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32
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Moon HC, Min BJ, Park YS. Can we predict overall survival using machine learning algorithms at 3-months for brain metastases from non-small cell lung cancer after gamma knife radiosurgery? Medicine (Baltimore) 2024; 103:e37084. [PMID: 38306551 PMCID: PMC10843515 DOI: 10.1097/md.0000000000037084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 01/05/2024] [Indexed: 02/04/2024] Open
Abstract
Gamma knife radiosurgery (GRKS) is widely used for patients with brain metastases; however, predictions of overall survival (OS) within 3-months post-GKRS remain imprecise. Specifically, more than 10% of non-small cell lung cancer (NSCLC) patients died within 8 weeks of post-GKRS, indicating potential overtreatment. This study aims to predict OS within 3-months post-GKRS using machine learning algorithms, and to identify prognostic features in NSCLC patients. We selected 120 NSCLC patients who underwent GKRS at Chungbuk National University Hospital. They were randomly assigned to training group (n = 80) and testing group (n = 40) with 14 features considered. We used 3 machine learning (ML) algorithms (Decision tree, Random forest, and Boosted tree classifier) to predict OS within 3-months for NSCLC patients. And we extracted important features and permutation features. Data validation was verified by physician and medical physicist. The accuracy of the ML algorithms for predicting OS within 3-months was 77.5% for the decision tree, 72.5% for the random forest, and 70% for the boosted tree classifier. The important features commonly showed age, receiving chemotherapy, and pretreatment each algorithm. Additionally, the permutation features commonly showed tumor volume (>10 cc) and age as critical factors each algorithm. The decision tree algorithm exhibited the highest accuracy. Analysis of the decision tree visualized data revealed that patients aged (>71 years) with tumor volume (>10 cc) were increased risk of mortality within 3-months. The findings suggest that ML algorithms can effectively predict OS within 3-months and identify crucial features in NSCLC patients. For NSCLC patients with poor prognoses, old age, and large tumor volumes, GKRS may not be a desirable treatment.
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Affiliation(s)
- Hyeong Cheol Moon
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Byung Jun Min
- Department of Radiation Oncology, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Young Seok Park
- Department of Neurosurgery, Gamma Knife Icon Center, Chungbuk National University Hospital, Cheongju, Republic of Korea
- Department of Neurosurgery, Chungbuk National University, Cheongju, Republic of Korea
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Antoni D, Mesny E, El Kabbaj O, Josset S, Noël G, Biau J, Feuvret L, Latorzeff I. Role of radiotherapy in the management of brain oligometastases. Cancer Radiother 2024; 28:103-110. [PMID: 37802747 DOI: 10.1016/j.canrad.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 02/27/2023] [Accepted: 03/29/2023] [Indexed: 10/08/2023]
Abstract
The management of patients with brain oligometastases is complex and relies on specific reasoning compared to extracranial oligometastases. The levels of evidence are still low because patients with brain oligometastases are frequently excluded from randomized clinical trials. Stereotactic radiotherapy should be preferred in this indication over whole brain irradiation, both for patients with metastases in place and for those who have undergone surgery. The decision of local treatment and its timing must be a multidisciplinary reflection taking into account the histological and molecular characteristics of the tumor as well as the intracranial efficacy of the prescribed systemic treatments. Great caution must be observed when using stereotactic radiotherapy and concomitant systemic treatments because interactions are still poorly documented. We present the recommendations of the French society of radiation oncology on the management of brain oligometastatic patients with radiotherapy.
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Affiliation(s)
- D Antoni
- Radiation Therapy Department, Institut de cancérologie Strasbourg Europe, 67033 Strasbourg, France.
| | - E Mesny
- Radiation Therapy Department, Hospices civils de Lyon, 69000 Lyon, France
| | - O El Kabbaj
- Radiation Therapy Department, hôpital privé Océane, 56000 Vannes, France
| | - S Josset
- Medical Physics, Institut de cancérologie de l'Ouest, 44800 Saint-Herblain, France
| | - G Noël
- Radiation Therapy Department, Institut de cancérologie Strasbourg Europe, 67033 Strasbourg, France
| | - J Biau
- Radiation Therapy Department, centre Jean-Perrin, 63011 Clermont-Ferrand, France
| | - L Feuvret
- Radiation Therapy Department, Hospices civils de Lyon, 69000 Lyon, France
| | - I Latorzeff
- Radiation Therapy Department, clinique Pasteur, 31300 Toulouse, France
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Xu H, Wang Y, Li L, Han Y, Wu Y, Sa Q, Xu B, Wang J. New insights into HER2-low breast cancer brain metastasis: A retrospective analysis. Breast 2024; 73:103669. [PMID: 38176304 PMCID: PMC10791565 DOI: 10.1016/j.breast.2023.103669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 11/17/2023] [Accepted: 12/30/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND A considerable number of patients with breast cancer will suffer from brain metastasis in the advanced setting. The HER2 status serves as a significant prognostic factor and the reference of applying treatment for patients with breast cancer brain metastasis (BCBM). METHODS Between January 2010 and July 2021, patients with BCBM who had available HER2 status were identified. The patients with HER2 1+ in immunohistochemistry (IHC) or IHC 2+ and fluorescence in situ hybridization (FISH) negative were categorized as HER2-low. Comparisons were conducted between the HER2-low and HER2-zero population. The primary endpoint was overall survival (OS) after the diagnosis of BCBM. Survival outcomes were assessed using Kaplan-Meier curves with log-rank test and Cox proportional hazards model. RESULTS In this study, we analyzed 71 patients with the HER2-low breast cancer subtype and 64 patients with the HER2-zero subtype. Despite the limited sample size, our findings revealed a significantly better OS for patients with HER2-low cancer compared to their HER2-zero counterparts (26 m vs 20 m, p = 0.0017). This trend was particularly notable in the HR-negative group (26 m vs 13 m, p = 0.0078), whereas no significant difference was observed among the HR-positive patients. Furthermore, Cox regression analysis revealed that the HER2-low status was an independent prognostic factor for better survival in the HR-negative patients (p = 0.046 in multivariate analysis). CONCLUSIONS Patients diagnosed with HER2-low BCBM exhibited a more favorable prognosis than those with HER2-zero BCBM, particularly within the HR-negative subgroup. The low expression of HER2 is supposed to be linked to the prolonged survival of BCBM patients.
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Affiliation(s)
- Hangcheng Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Li Li
- Department of Medical Records, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yiqun Han
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Yun Wu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Qiang Sa
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China
| | - Binghe Xu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
| | - Jiayu Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No. 17, Panjiayuan Nanli, Chaoyang District, Beijing, 100021, China.
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Averbuch I, Tschernichovsky R, Yust-Katz S, Rotem O, Limon D, Kurman N, Icht O, Reinhorn D, Moskovitz M, Hanovich E, Benouaich-Amiel A, Siegal T, Zer A, Gal O. Converging survival trends in non-small cell lung cancer patients with and without brain metastasis receiving state-of-the-art treatment. J Neurooncol 2024; 166:461-469. [PMID: 38324192 PMCID: PMC10876498 DOI: 10.1007/s11060-024-04562-0] [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: 12/09/2023] [Accepted: 01/02/2024] [Indexed: 02/08/2024]
Abstract
INTRODUCTION Historically, patients with brain metastasis (BM) have been excluded from clinical trials investigating treatments for non-small cell lung cancer (NSCLC) due to their unfavorable prognosis. Advanced treatments have increased survival prospects for NSCLC patients with BM. This study evaluated the life expectancy of NSCLC patients with and without BM in the context of contemporary treatments. METHODS Outcome data were collected for patients with advanced NSCLC attending a tertiary medical center between 2015 and 2020. Patients were stratified according to BM status and compared for overall survival (OS) using log-rank and Cox regression analyses. RESULTS The cohort included 360 patients with NSCLC of whom 134 (37.2%) had BM. Most (95%) of cases of BM developed within the first two years: 63% at diagnosis, 18% during the first year, 14% during the second year. There was no significant difference in OS between patients without BM and those with BM (median 23.7 vs. 22.3 months, HR = 0.97, p = 0.82); patients with BM and a targetable or non-targetable mutation (40.2 vs. 31.4 months, HR = 0.93, p = 0.84, and 20.7 vs. 19.87 months, HR = 0.95, p = 0.75, respectively); and patients with symptomatic BM (23.7 vs. 19.8 months, HR = 0.95, p = 0.78). Treatment for BM (95% of patients) consisted of stereotactic radiosurgery or tyrosine kinase inhibitors, with corresponding intracranial control rates of 90% and 86%. CONCLUSION The results imply that the presence of BM has no impact on the prognosis of NSCLC. The practice of excluding NSCLC patients with BM from clinical trials warrants reconsideration.
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Affiliation(s)
- Itamar Averbuch
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel.
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.
| | - Roi Tschernichovsky
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Shlomit Yust-Katz
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
- Neuro-Oncology Unit, Davidoff Cancer Center at Rabin Medical Center, Petach Tikva, 4941492, Israel
| | - Ofer Rotem
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Dror Limon
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Noga Kurman
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Oded Icht
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Daniel Reinhorn
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Mor Moskovitz
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Ekaterina Hanovich
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
| | - Alexandra Benouaich-Amiel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
- Neuro-Oncology Unit, Davidoff Cancer Center at Rabin Medical Center, Petach Tikva, 4941492, Israel
| | - Tali Siegal
- Neuro-Oncology Unit, Davidoff Cancer Center at Rabin Medical Center, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Hebrew University, Jerusalem, Israel
| | - Alona Zer
- Fishman Oncology Institute, Rambam Health Care Campus, Haifa, Israel
| | - Omer Gal
- Davidoff Cancer Center, Rabin Medical Center- Beilinson Hospital, 39 Jabotinsky St, Petach Tikva, 4941492, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel
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Popov P, Steindl A, Wolff L, Bergen ES, Eckert F, Frischer JM, Widhalm G, Fuereder T, Raderer M, Berghoff AS, Preusser M, Kiesewetter B. Clinical characteristics, treatment, and outcome of patients with large cell neuroendocrine carcinoma of the lung and brain metastases - data from a tertiary care center. Clin Exp Metastasis 2024; 41:25-32. [PMID: 38064128 PMCID: PMC10830719 DOI: 10.1007/s10585-023-10250-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 11/21/2023] [Indexed: 02/02/2024]
Abstract
Large cell neuroendocrine carcinoma (LCNEC) of the lung is an aggressive malignancy, with brain metastases (BM) occurring in approximately 20% of cases. There are currently no therapy guidelines for this population as only few data on the management of LCNEC and BM have been published. For this retrospective single center study, patients with LCNEC and BM were identified from the Vienna Brain Metastasis Registry. Data on clinicopathological features, BM-specific characteristics, treatment, and outcome were extracted. In total, 52/6083 (0.09%) patients in the dataset had a diagnosis of LCNEC and radiologically verified BM. Median age at diagnosis of LCNEC and BM was 59.1 and 60.1 years, respectively. Twenty-seven (51.9%) presented with single BM, while 12 (23%) exhibited > 3 BM initially. Neurologic symptoms due to BM were present in n = 40 (76.9%), encompassing neurologic deficits (n = 24), increased intracranial pressure (n = 18), and seizures (n = 6). Initial treatment of BM was resection (n = 13), whole brain radiation therapy (n = 19), and/or stereotactic radiosurgery (n = 25). Median overall survival (mOS) from LCNEC diagnosis was 16 months, and mOS after BM diagnosis was 7 months. Patients with synchronous BM had reduced mOS from LCNEC diagnosis versus patients with metachronous BM (11 versus 27 months, p = 0.003). Median OS after BM diagnosis did not differ between LCNEC patients and a control group of small cell lung cancer patients with BM (7 versus 6 months, p = 0.17). Patients with LCNEC and BM have a poor prognosis, particularly when synchronous BM are present. Prospective trials are required to define optimal therapeutic algorithms.
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Affiliation(s)
- Petar Popov
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Ariane Steindl
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Ladislaia Wolff
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Elisabeth S Bergen
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Franziska Eckert
- Department of Radiation Oncology, Medical University of Vienna, Vienna, Austria
| | - Josa M Frischer
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Georg Widhalm
- Department of Neurosurgery, Medical University of Vienna, Vienna, Austria
| | - Thorsten Fuereder
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Markus Raderer
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Anna S Berghoff
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Matthias Preusser
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria
| | - Barbara Kiesewetter
- Department of Medicine I, Division of Oncology, Medical University of Vienna, Waehringer Guertel 18 - 20, Vienna, A-1090, Austria.
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Ishikawa Y, Umezawa R, Yamamoto T, Takahashi N, Takeda K, Suzuki Y, Kishida K, Omata S, Teramura S, Ito K, Yamada T, Jingu K. Glasgow prognostic score for assessing the efficacy of whole-brain radiation therapy in cases of recursive partitioning analysis class 2 and class 3 multiple brain metastases: a retrospective study. Acta Neurol Belg 2024; 124:231-239. [PMID: 37747688 PMCID: PMC10874307 DOI: 10.1007/s13760-023-02384-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/07/2023] [Indexed: 09/26/2023]
Abstract
PURPOSE Whole-brain radiotherapy (WBRT) may not be beneficial for patients with brain metastases (BMs). The Glasgow Prognostic Score (GPS) is a suggested prognostic factor for malignancies. However, GPS has never been assessed in patients with BMs who have undergone WBRT. The purpose of this study was to determine whether GPS can be used to identify subgroups of patients with BMs who have a poor prognosis, such as recursive partitioning analysis (RPA) Class 2 and Class 3, and who will not receive clinical prognostic benefits from WBRT. MATERIALS AND METHODS A total of 180 Japanese patients with BMs were treated with WBRT between May 2008 and October 2015. We examined GPS, age, Karnofsky Performance Status (KPS), RPA, graded prognostic assessment (GPA), number of lesions, tumor size, history of brain surgery, presence of clinical symptoms, and radiation doses. RESULTS The overall median survival time (MST) was 6.1 months. seventeen patients (9.4%) were alive more than 2 years after WBRT. In univariate analysis, KPS ≤ 70 (p = 0.0066), GPA class 0-2 (p = 0.0008), > 3 BMs (p = 0.012), > 4 BMs (p = 0.02), patients who received ≥ 3 Gy per fraction (p = 0.0068), GPS ≥ 1 (p = 0.0003), and GPS ≥ 2 (p = 0.0009) were found to significantly decrease the MST. Patients who had brain surgery before WBRT (p = 0.036) had a longer survival. On multivariate analysis, GPS ≥ 1 (p = 0.008) was found to significantly decrease MST. CONCLUSION Our results suggest that GPS ≥ 1 indicates a poor prognosis in patients undergoing WBRT for intermediate and poor prognosis BMs.
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Affiliation(s)
- Yojiro Ishikawa
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan.
- Division of Radiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, 1-15-1 Fukumuro, Miyagino-ku, Sendai, Miyagi, 983-8536, Japan.
| | - Rei Umezawa
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Takaya Yamamoto
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Noriyoshi Takahashi
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Kazuya Takeda
- Department of Radiation Oncology, South Miyagi Medical Center, Ogawara, 989-1253, Japan
| | - Yu Suzuki
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Keita Kishida
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - So Omata
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Satoshi Teramura
- Division of Radiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, 1-15-1 Fukumuro, Miyagino-ku, Sendai, Miyagi, 983-8536, Japan
| | - Kengo Ito
- Division of Radiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, 1-15-1 Fukumuro, Miyagino-ku, Sendai, Miyagi, 983-8536, Japan
| | - Takayuki Yamada
- Division of Radiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, 1-15-1 Fukumuro, Miyagino-ku, Sendai, Miyagi, 983-8536, Japan
| | - Keiichi Jingu
- Department of Radiation Oncology, Tohoku University Graduate School of Medicine, 1-1 Seiryo-chou, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
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Guo T, Zhou Y, Liang F, Wang Z, Bourbonne V, Käsmann L, Sundahl N, Wu AJC, Ni J, Zhu Z. Potential synergistic effects of cranial radiotherapy and atezolizumab in non-small cell lung cancer: an analysis of individual patient data from seven prospective trials. Transl Lung Cancer Res 2024; 13:126-138. [PMID: 38404989 PMCID: PMC10891404 DOI: 10.21037/tlcr-23-792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 01/10/2024] [Indexed: 02/27/2024]
Abstract
Background The impact of cranial radiotherapy (RT) on overall survival (OS) of patients with brain metastasis (BM) from non-small cell lung cancer (NSCLC) receiving programmed death 1/programmed death-ligand 1 (PD-1/PD-L1) inhibitors remains unclear. We aimed to examine the effect of previous cranial RT on the efficacy and neurological toxicity of PD-1/PD-L1 inhibitors in the treatment of patients with NSCLC. Methods Patient-level data from seven prospective trials involving atezolizumab for the treatment of NSCLC [BIRCH (NCT02031458), FIR (NCT01846416), IMpower130 (NCT02367781), IMpower131 (NCT02367794), IMpower150 (NCT02366143), OAK (NCT02008227), and POPLAR (NCT01903993)] were pooled. Patients with baseline BM were divided into two subgroups based on previous cranial RT before initiation of treatment: patients with previously irradiated BM (iBM) and patients with non-irradiated BMs (niBM). Results The per-protocol population consisted of 4,714 patients, including 3,176 in the atezolizumab group and 1,538 in the comparator chemotherapy group. In the atezolizumab group, OS was better in patients with BM (n=308) compared to patients without BM (n=2,868) [hazard ratio (HR): 0.83; 95% confidence interval (CI): 0.70-0.98; P=0.028]. Among patients with BM, patients with iBM (n=280) had a numerically longer OS (HR: 0.66; 95% CI: 0.41-1.07; P=0.090) than those with niBM (n=28). Intriguingly, OS was longer in patients with iBM than those without BM before (HR: 0.83; 95% CI: 0.70-0.99; P=0.043) and after (HR: 0.40; 95% CI: 0.32-0.49; P<0.0001) propensity score matching, while OS was similar between patients with niBM and those without BM. The survival advantage of patients with iBM over those without BM was not observed in the chemotherapy group. Atezolizumab-related serious neurological adverse events occurred in 16 (0.6%) patients without BM, none in those with niBM, and 2 (0.7%) patients with iBM. Conclusions These data suggest potential synergistic effects of cranial RT and anti-PD-(L)1 therapy in NSCLC patients, which warrants further validation.
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Affiliation(s)
- Tiantian Guo
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, China
| | - Yue Zhou
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, China
| | - Fei Liang
- Department of Biostatistics, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zezhou Wang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai, China
| | | | - Lukas Käsmann
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany
| | - Nora Sundahl
- Department of Radiation Oncology, AZ Groeninge, Kortrijk, Belgium
| | - Abraham Jing-Ching Wu
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jianjiao Ni
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, China
| | - Zhengfei Zhu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
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Liu JS, Cai YX, He YZ, Xu J, Tian SF, Li ZQ. Spatial and temporal heterogeneity of tumor immune microenvironment between primary tumor and brain metastases in NSCLC. BMC Cancer 2024; 24:123. [PMID: 38267913 PMCID: PMC10809508 DOI: 10.1186/s12885-024-11875-w] [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: 10/10/2023] [Accepted: 01/13/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Brain metastasis is a common outcome in non-small cell lung cancer, and despite aggressive treatment, its clinical outcome is still frustrating. In recent years, immunotherapy has been developing rapidly, however, its therapeutic outcomes for primary lung cancer and brain metastases are not the same, suggesting that there may be differences in the immune microenvironment of primary lung cancer and brain metastases, however, we currently know little about these differences. METHODS Seventeen paired samples of NSCLC and their brain metastases and 45 other unpaired brain metastases samples were collected for the current study. Immunohistochemical staining was performed on all samples for the following markers: immune checkpoints CTLA-4, PD-1, PD-L1, B7-H3, B7-H4, IDO1, and EphA2; tumor-infiltrating lymphocytes (TILs) CD3, CD4, CD8, and CD20; tumor-associated microglia/macrophages (TAMs) CD68 and CD163; and tumor proliferation index Ki-67. The differences in expression of these markers were compared in 17 paired samples, and the effect of the expression level of these markers on the prognosis of patients was analyzed in lung adenocarcinoma brain metastases samples. Subsequently, multiplex immunofluorescence staining was performed in a typical lung-brain paired sample based on the aforementioned results. The multiplex immunofluorescence staining results revealed the difference in tumor immune microenvironment between primary NSCLC and brain metastases. RESULTS In 17 paired lesions, the infiltration of CTLA-4+ (P = 0.461), PD-1+ (P = 0.106), CD3+ (P = 0.045), CD4+ (P = 0.037), CD8+ (P = 0.008), and CD20+ (P = 0.029) TILs in brain metastases were significantly decreased compared with primary tumors. No statistically significant difference was observed in the CD68 (P = 0.954) and CD163 (P = 0.654) TAM infiltration between primary NSCLC and paired brain metastases. In all the brain metastases lesions, the expression of PD-L1 is related to the time interval of brain metastases in NSCLC. In addition, the Cox proportional hazards regression models showed high expression of B7-H4 (hazard ratio [HR] = 3.276, 95% confidence interval [CI] 1.335-8.041, P = 0.010) and CD68 TAM infiltration (HR = 3.775, 95% CI 1.419-10.044, P = 0.008) were independent prognosis factors for lung adenocarcinoma brain metastases patients. CONCLUSIONS Both temporal and spatial heterogeneity is present between the primary tumor and brain metastases of NCSLC. Brain metastases lesions exhibit a more immunosuppressive tumor immune microenvironment. B7-H4 and CD68+ TAMs may have potential therapeutic value for lung adenocarcinoma brain metastases patients.
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Affiliation(s)
- Jin-Sheng Liu
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China
| | - Yu-Xiang Cai
- Department of Pathology, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China
| | - Yong-Ze He
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China
| | - Jian Xu
- Department of Pathology, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China
| | - Su-Fang Tian
- Department of Pathology, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China.
| | - Zhi-Qiang Li
- Department of Neurosurgery, Zhongnan Hospital of Wuhan University, 430062, Wuhan, China.
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Harrison RA, Tang M, Shih KK, Khan M, Pham L, De Moraes AR, O'Brien BJ, Bassett R, Bruera E. Characterization of patients with brain metastases referred to palliative care. BMC Palliat Care 2024; 23:13. [PMID: 38212765 PMCID: PMC10782691 DOI: 10.1186/s12904-023-01320-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 12/04/2023] [Indexed: 01/13/2024] Open
Abstract
PURPOSE In this study, we aimed to assess the clinical characteristics, reasons for referral, and outcomes of patients with brain metastases (BM) referred to the supportive care center. METHODS Equal numbers of patients with melanoma, breast cancer, and lung cancer with (N = 90) and without (N = 90) BM were retrospectively identified from the supportive care database for study. Descriptive statistics were used to analyze demographic, disease, and clinical data. Kaplan Meier method was used to evaluate survival outcomes. RESULTS While physical symptom management was the most common reason for referral to supportive care for both patients with and without BM, patients with BM had significantly lower pain scores on ESAS at time of referral (p = 0.002). They had greater interaction with acute care in the last weeks of life, with higher rates of ICU admission, emergency room visits, and hospitalizations after initial supportive care (SC) visit. The median survival time from referral to Supportive Care Center (SCC) was 0.90 years (95% CI 0.73, 1.40) for the brain metastasis group and 1.29 years (95% CI 0.91, 2.29) for the group without BM. CONCLUSIONS Patients with BM have shorter survival and greater interaction with acute care in the last weeks of life. This population also has distinct symptom burdens from patients without BM. Strategies to optimize integration of SC for patients with BM warrant ongoing study.
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Affiliation(s)
- Rebecca A Harrison
- Division of Neurology, BC Cancer, The University of British Columbia, Vancouver, BC, Canada.
| | - Michael Tang
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kaoswi Karina Shih
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria Khan
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lily Pham
- Department of Neurology, University of Maryland School or Medicine, Baltimore, MD, USA
| | - Aline Rozman De Moraes
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Barbara J O'Brien
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Roland Bassett
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Eduardo Bruera
- Department of Palliative Care, Rehabilitation, and Integrative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Goldberg M, Mondragon-Soto MG, Dieringer L, Altawalbeh G, Pöser P, Baumgart L, Wiestler B, Gempt J, Meyer B, Aftahy AK. Navigating Post-Operative Outcomes: A Comprehensive Reframing of an Original Graded Prognostic Assessment in Patients with Brain Metastases. Cancers (Basel) 2024; 16:291. [PMID: 38254781 PMCID: PMC10813622 DOI: 10.3390/cancers16020291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 12/28/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Graded Prognostic Assessment (GPA) has been proposed for various brain metastases (BMs) tailored to the primary histology and molecular profiles. However, it does not consider whether patients have been operated on or not and does not include surgical outcomes as prognostic factors. The residual tumor burden (RTB) is a strong predictor of overall survival. We validated the GPA score and introduced "volumetric GPA" in the largest cohort of operated patients and further explored the role of RTB as an additional prognostic factor. METHODS A total of 630 patients with BMs between 2007 and 2020 were included. The four GPA components were analyzed. The validity of the original score was assessed using Cox regression, and a modified index incorporating RTB was developed by comparing the accuracy, sensitivity, specificity, F1-score, and AUC parameters. RESULTS GPA categories showed an association with survival: age (p < 0.001, hazard ratio (HR) 2.9, 95% confidence interval (CI) 2.5-3.3), Karnofsky performance status (KPS) (p < 0.001, HR 1.3, 95% CI 1.2-1.5), number of BMs (p = 0.019, HR 1.4, 95% CI 1.1-1.8), and the presence of extracranial manifestation (p < 0.001, HR 3, 95% CI 1.6-2.5). The median survival for GPA 0-1 was 4 months; for GPA 1.5-2, it was 12 months; for GPA 2.5-3, it was 21 months; and for GPA 3.5-4, it was 38 months (p < 0.001). RTB was identified as an independent prognostic factor. A cut-off of 2 cm3 was used for further analysis, which showed a median survival of 6 months (95% CI 4-8) vs. 13 months (95% CI 11-14, p < 0.001) for patients with RTB > 2 cm3 and <2 cm3, respectively. RTB was added as an additional component for a modified volumetric GPA score. The survival rates with the modified GPA score were: GPA 0-1: 4 months, GPA 1.5-2: 7 months, GPA 2.5-3: 18 months, and GPA 3.5-4: 34 months. Both scores showed good stratification, with the new score showed a trend towards better discrimination in patients with more favorable prognoses. CONCLUSION The prognostic value of the original GPA was confirmed in our cohort of patients who underwent surgery for BM. The RTB was identified as a parameter of high prognostic significance and was incorporated into an updated "volumetric GPA". This score provides a novel tool for prognosis and clinical decision making in patients undergoing surgery. This method may be useful for stratification and patient selection for further treatment and in future clinical trials.
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Affiliation(s)
- Maria Goldberg
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany; (L.D.); (G.A.); (B.M.); (A.K.A.)
| | - Michel G. Mondragon-Soto
- Department of Neurosurgery, National Institute of Neurology and Neurosurgery, Mexico City 14269, Mexico;
| | - Laura Dieringer
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany; (L.D.); (G.A.); (B.M.); (A.K.A.)
| | - Ghaith Altawalbeh
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany; (L.D.); (G.A.); (B.M.); (A.K.A.)
| | - Paul Pöser
- Department of Neurosurgery, Charite–Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, 10117 Berlin, Germany
| | - Lea Baumgart
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Benedikt Wiestler
- Department of Neuroradiology, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany;
| | - Jens Gempt
- Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Bernhard Meyer
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany; (L.D.); (G.A.); (B.M.); (A.K.A.)
| | - Amir Kaywan Aftahy
- Department of Neurosurgery, School of Medicine, Klinikum Rechts der Isar, Technical University Munich, 80333 Munich, Germany; (L.D.); (G.A.); (B.M.); (A.K.A.)
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Geng X, Kou C, Wang J. The association between graded prognostic assessment and the prognosis of brain metastases after whole brain radiotherapy: a meta-analysis. Front Oncol 2024; 13:1322262. [PMID: 38264750 PMCID: PMC10803601 DOI: 10.3389/fonc.2023.1322262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 12/11/2023] [Indexed: 01/25/2024] Open
Abstract
Introduction This meta-analysis aims to provide evidence-based medical evidence for formulating rational treatment strategies and evaluating the prognosis of brain metastasis (BM) patients by assessing the effectiveness of the graded prognostic assessment (GPA) model in predicting the survival prognosis of patients with BM after whole-brain radiotherapy (WBRT). Methods A comprehensive search was conducted in multiple databases, including the China Biomedical Literature Database (CBM), China National Knowledge Infrastructure (CNKI), PubMed, Wanfang database, Cochrane Library, Web of Science, and Embase. Cohort studies that met the inclusion and exclusion criteria were selected. The quality of the included literature was evaluated using the Newcastle-Ottawa Scale, and all statistical analyses were performed with R version 4.2.2. The effect size (ES) was measured by the hazard ratio (HR) of overall survival (OS). The OS rates at 3, 6, 12, and 24 months of patients with BM were compared between those with GPAs of 1.5-2.5, 3.0, and 3.5-4.0 and those with GPAs of 0-1 after WBRT. Results A total of 1,797 participants who underwent WBRT were included in this study. The meta-analysis revealed a significant association between GPA and OS rates after WBRT: compared with BM patients with GPA of 0-1, 3-month OS rates after WBRT were significantly higher in BM patients with GPA of 1.5-2.5 (HR = 0.48; 95% CI: 0.40-0.59), GPA of 3 (HR = 0.38; 95% CI: 0.25-0.57), and GPA of 3.5-4 (HR = 0.28; 95% CI: 0.15-0.52); 6-month OS rates after WBRT were significantly higher in BM patients with GPA of 1.5-2.5 (HR = 0.48; 95% CI: 0.41-0.56), GPA of 3 (HR = 0.33; 95% CI: 0.24-0.45), and GPA of 3.5-4 (HR = 0.24; 95% CI: 0.16-0.35); 12-month OS rates after WBRT were significantly higher in BM patients with GPA of 1.5-2.5 (HR = 0.49; 95% CI: 0.41-0.58), GPA of 3 (HR = 0.48; 95% CI: 0.32-0.73), and GPA of 3.5-4 (HR = 0.31; 95% CI: 0.12-0.79); and 24-month OS rates after WBRT were significantly higher in BM patients with GPA of 1.5-2.5 (HR = 0.49; 95% CI: 0.42-0.58), GPA of 3 (HR = 0.49; 95% CI: 0.32-0.74), and GPA of 3.5-4 (HR = 0.38; 95% CI: 0.15-0.94). Conclusion BM patients with higher GPAs generally exhibited better prognoses and survival outcomes after WBRT compared to those with lower GPAs. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42023422914.
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Affiliation(s)
- Xiaohan Geng
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Changgui Kou
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, China
| | - Jianfeng Wang
- Department of Radiotherapy, China-Japan Union Hospital, Jilin University, Changchun, China
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Wang TW, Chao HS, Chiu HY, Lu CF, Liao CY, Lee Y, Chen JR, Shiao TH, Chen YM, Wu YT. Radiomics of metastatic brain tumor as a predictive image biomarker of progression-free survival in patients with non-small-cell lung cancer with brain metastasis receiving tyrosine kinase inhibitors. Transl Oncol 2024; 39:101826. [PMID: 37984256 PMCID: PMC10689936 DOI: 10.1016/j.tranon.2023.101826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Revised: 10/18/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND AND OBJECTIVE Epidermal growth factor receptor (EGFR)-targeted tyrosine kinase inhibitors (TKIs) are the first-line therapy for EGFR-mutant non-small-cell lung cancer (NSCLC). Early prediction of treatment failure in patients with brain metastases treated with EGFR-TKIs may help in making decisions for systemic drug therapy or local brain tumor control. This study examined the predictive power of the radiomics of both brain metastasis tumors and primary lung tumors. We propose a deep learning based CoxCC model based on quantitative brain magnetic resonance imaging (MRI), a prognostic index and clinical data; the model can be used to predict progression-free survival (PFS) after EGFR-TKI therapy in advanced EGFR-mutant NSCLC. METHODS This retrospective single-center study included 271 patients receiving first-line EGFR-TKI targeted therapy in 2018-2019. Among them, 72 patients who had brain metastases before receiving first-line EGFR-TKI treatment. Three radiomic features were extracted from pretreatment brain MRI images. A CoxCC model for the progression risk stratification of EGFR-TKI treatment was proposed on the basis of MRI radiomics, clinical features, and a prognostic index. We performed time-dependent PFS predictions to evaluate the performance of the CoxCC model. RESULTS The CoxCC model based on a prognostic index, clinical features, and radiomic features of brain metastasis exhibited higher performance than clinical features combined with indexes previously proposed for determining the prognosis of brain metastasis, including recursive partitioning analysis, diagnostic-specific graded prognostic assessment, graded prognostic assessment for lung cancer using molecular markers (lung-molGPA), and modified lung-molGPA, with c-index values of 0.75, 0.67, 0.66, 0.65, and 0.65, respectively. The model achieved areas under the curve of 0.88, 0.73, 0.92, and 0.90 for predicting PFS at 3, 6, 9 and 12 months, respectively. PFS significantly differed between the high- and low-risk groups (p < 0.001). CONCLUSIONS For patients with advanced-stage NSCLC with brain metastasis, MRI radiomics of brain metastases may predict PFS. The CoxCC model integrating brain metastasis radiomics, clinical features, and a prognostic index provided reliable multi-time-point PFS predictions for patients with advanced NSCLC and brain metastases receiving EGFR-TKI treatment.
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Affiliation(s)
- Ting-Wei Wang
- Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Heng-Sheng Chao
- Department of Chest Medicine, Taipei Veteran General Hospital, Taipei, Taiwan
| | - Hwa-Yen Chiu
- Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Chest Medicine, Taipei Veteran General Hospital, Taipei, Taiwan
| | - Chia-Feng Lu
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Chien-Yi Liao
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yen Lee
- Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jyun-Ru Chen
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Tsu-Hui Shiao
- Department of Chest Medicine, Taipei Veteran General Hospital, Taipei, Taiwan
| | - Yuh-Min Chen
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Chest Medicine, Taipei Veteran General Hospital, Taipei, Taiwan
| | - Yu-Te Wu
- Institute of Biophotonics, National Yang Ming Chiao Tung University, Taipei, Taiwan.
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Lin Z, Chen YY, Liu CH, Panzuto F, Ramirez RA, Lang M, Kim H, Ding ZY. Comparison of clinicopathological features and survival analysis between esophageal neuroendocrine carcinoma and esophageal squamous cell carcinoma based on the SEER database, alongside nomogram analysis for esophageal neuroendocrine carcinoma. J Gastrointest Oncol 2023; 14:2309-2323. [PMID: 38196527 PMCID: PMC10772701 DOI: 10.21037/jgo-23-905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 12/08/2023] [Indexed: 01/11/2024] Open
Abstract
Background Esophageal neuroendocrine carcinoma (ENEC) is a rare subtype of esophageal cancer (EC). It presents distinctive clinical and pathological features in comparison to esophageal squamous cell carcinoma (ESCC). To better elucidate the disparities between the two and establish a prognostic prediction model for ENEC, we conducted this study. Methods Data of ENEC and ESCC patients (1975 to 2016) were extracted from the Surveillance, Epidemiology and End Results (SEER) database. Patients with a confirmed pathological diagnosis of ENEC and ESCC were enrolled in the study. The Chi-square test was employed to compare categorical variables, and the median survival time was analyzed using the Kaplan-Meier curve. Training and validation groups were randomly assigned at a ratio of 7:3. Factors with a significance level of <0.05 in the multifactor regression model as well as age were integrated into the nomogram model. Concordance index (C-index), calibration curves, and decision curve analyses (DCA) were generated for model validation. Results This study encompassed a total of 737 ENEC patients and 29,420 ESCC. Compared to ESCC, ENEC patients had higher probability of liver metastasis (13.8% vs. 1.9%, P<0.001), poor differentiation (68.0% vs. 37.1%, P<0.001), and late SEER stage (52.8% vs. 26.9%, P<0.001). Patients who received either surgery, radiotherapy (RT), or chemotherapy had a significantly longer disease-specific survival (DSS) and overall survival (OS) (all P<0.001). After propensity score matching (PSM), ENEC patients were associated with shorter DSS (7.0 months vs. not reached, P<0.0001) and OS (7.0 vs. 12.0 months, P<0.0001) compared to ESCC. Race, SEER stage, surgery, RT, and chemotherapy were identified as predictors of DSS and were incorporated into the nomogram model together with age. The validation of the model using C-index (0.751 and 0.706, respectively) and calibration curves reflected the better discrimination power of the model. In addition, DCA supported the favorable potential clinical effect of the predictive model. Lastly, a risk classification based on the nomogram also verified the reliability of the model. Conclusions ENEC and ESCC exhibit distinct clinicopathological features. Patients with ENEC experience significantly poorer survival outcomes compared to those with ESCC. Surgical intervention, radiation therapy, and chemotherapy significantly improve OS and DSS for ENEC patients. The nomogram prediction model, constructed based on age, race, stage, and treatment regimen, demonstrates accurate and effective predictive capabilities for prognostic factors in ENEC patients.
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Affiliation(s)
- Zhen Lin
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yue-Yun Chen
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Chun-Hua Liu
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Francesco Panzuto
- Department of Medical-Surgical Sciences and Translational Medicine, Sapienza University of Rome, Digestive Disease Unit, Sant’ Andrea University Hospital, ENETS Center of Excellence, Rome, Italy
| | - Robert A. Ramirez
- Division of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Matthias Lang
- Department of General, Visceral and Transplantation Surgery, University Hospital, Heidelberg, Germany
| | - Hyunchul Kim
- Department of Pathology, CHA Ilsan Medical Center, Goyang, Republic of Korea
| | - Zhen-Yu Ding
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
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Zhang K, Zhang T, Guo Z, Zhao F, Li J, Li Y, Li Y, Wu X, Chen X, Zhang W, Pang Q, Wang P. Adding simultaneous integrated boost to whole brain radiation therapy improved intracranial tumour control and minimize radiation-induced brain injury risk for the treatment of brain metastases. BMC Cancer 2023; 23:1240. [PMID: 38104068 PMCID: PMC10724957 DOI: 10.1186/s12885-023-11739-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND Brain metastases (BMs) are the most frequent intracranial tumours associated with poor clinical outcomes. Radiotherapy is essential in the treatment of these tumours, although the optimal radiation strategy remains controversial. The present study aimed to assess whether whole brain radiation therapy with a simultaneous integrated boost (WBRT + SIB) provides any therapeutic benefit over WBRT alone. METHODS We included and retrospectively analysed 82 patients who received WBRT + SIB and 83 who received WBRT alone between January 2012 and June 2021. Intracranial progression-free survival (PFS), local tumour control (LTC), overall survival (OS), and toxicity were compared between the groups. RESULTS Compared to WBRT alone, WBRT + SIB improved intracranial LTC and PFS, especially in the lung cancer subgroup. Patients with high graded prognostic assessment score or well-controlled extracranial disease receiving WBRT + SIB had improved intracranial PFS and LTC. Moreover, WBRT + SIB also improved the long-term intracranial tumour control of small cell lung cancer patients. When evaluating toxicity, we found that WBRT + SIB might slightly increase the risk of radiation-induced brain injury, and that the risk increased with increasing dosage. However, low-dose WBRT + SIB had a tolerable radiation-induced brain injury risk, which was lower than that in the high-dose group, while it was comparable to that in the WBRT group. CONCLUSIONS WBRT + SIB can be an efficient therapeutic option for patients with BMs, and is associated with improved intracranial LTC and PFS. Furthermore, low-dose WBRT + SIB (biologically effective dose [BED] ≤ 56 Gy) was recommended, based on the acceptable risk of radiation-induced brain injury and satisfactory tumour control. TRIAL REGISTRATION Retrospectively registered.
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Affiliation(s)
- Kunning Zhang
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Tian Zhang
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Zhoubo Guo
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Fangdong Zhao
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Jiacheng Li
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Yanqi Li
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Yang Li
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Xiaoyue Wu
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Xi Chen
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Wencheng Zhang
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China
| | - Qingsong Pang
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China.
| | - Ping Wang
- Departments of Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Huanhu West Road, Hexi District, Tianjin, China.
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Zerdes I, Kamali C, Koulouris A, Elsayed M, Schnorbach J, Christopoulos P, Tsakonas G. Validation of the ALK-Brain Prognostic Index for patients with ALK-rearranged lung cancer and brain metastases. ESMO Open 2023; 8:102069. [PMID: 37988952 PMCID: PMC10774967 DOI: 10.1016/j.esmoop.2023.102069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 09/28/2023] [Accepted: 10/21/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Brain metastases (BMs) are a key challenge in the management of anaplastic lymphoma kinase-rearranged non-small-cell lung cancer (ALK+ NSCLC), but prognostic scores are complicated or rely on data before the era of tyrosine kinase inhibitors (TKIs). This study aimed to validate the novel ALK-Brain Prognostic Index (ALK-BPI), which was originally proposed based on 44 TKI-treated ALK+ NSCLC patients from Karolinska University Hospital, using an external clinical cohort. PATIENTS AND METHODS TKI-treated ALK+ NSCLC patients with BM from Heidelberg (n = 82, cohort 1) were retrospectively analyzed alone and together with the original Karolinska cohort (n = 126, cohort 2). Cox regression models were used to determine the association of clinical variables and scores with overall survival (OS) after BM diagnosis (BM-related OS). RESULTS Both cohorts showed a similar median age (58 years), roughly balanced sex distributions (52%-56% females), and Eastern Cooperative Oncology Group performance status (PS) 0-2 for most patients (87%-92%) at the time of BM development, which were present already at initial diagnosis in 36%-38% of the patients. Most patients had received next-generation ALK inhibitors (54%-63%), while 55%-56% of patients did not receive any radiotherapy. The ALK-BPI identified poor-risk patients (i.e. featuring ≥ 2/3 risk factors: PS > 2, male sex, development of BM after initial diagnosis) with a significantly shorter BM-related OS than other patients in both cohorts: 32/82 in cohort 1 with 21.3 versus 62.2 months in median [hazard ratio (HR) = 2.5, P < 0.001]; 59/126 in cohort 2 with 23.1 versus 67.2 months in median (HR = 2.6, P < 0.001). The five-parameter Lung-molGPA score did not achieve statistical significance and/or clear prognostic separation in all four groups, while the Disease-Specific Graded Prognostic Assessment score did not show consistent results. CONCLUSIONS The ALK-BPI is a reliable tool for easy prognostic dichotomization of TKI-treated ALK+ NSCLC patients with BM in daily clinical practice, without the complexity of previous models.
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Affiliation(s)
- I Zerdes
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Thoracic Oncology Center, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden
| | - C Kamali
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Thoracic Oncology Center, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden.
| | - A Koulouris
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Thoracic Oncology Center, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden
| | - M Elsayed
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL) Heidelberg, Germany
| | - J Schnorbach
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL) Heidelberg, Germany
| | - P Christopoulos
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany; Translational Lung Research Center Heidelberg, Member of the German Center for Lung Research (DZL) Heidelberg, Germany
| | - G Tsakonas
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden; Thoracic Oncology Center, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden
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Ribeiro LM, Bomtempo FF, Rocha RB, Telles JPM, Neto EB, Figueiredo EG. Development and adaptations of the Graded Prognostic Assessment (GPA) scale: a systematic review. Clin Exp Metastasis 2023; 40:445-463. [PMID: 37819546 DOI: 10.1007/s10585-023-10237-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/22/2023] [Indexed: 10/13/2023]
Abstract
The Graded Prognostic Assessment (GPA) score has the best accuracy among prognostic scales for patients with brain metastases (BM). A wide range of GPA-derived scales have been established to different types of primary tumor BM. However, there is a high variability between them, and their characteristics have not been described altogether yet. We aim to summarize the features of the existent GPA-derived scales and to compare their predictor factors and their uses in clinical setting. Medline was searched from inception until January 2023 to identify studies related to the development, update, or validation of GPA. The initial search yielded 1,083 results. 16 original studies and 16 validation studies were included, comprising a total of 33,348 patients. 13 different scales were assessed, including: GPA, Diagnosis-Specific GPA, Extracranial Score, Lung-molGPA, Updated Renal GPA, Updated Gastrointestinal GPA, Modified Breast GPA, Integrated Melanoma GPA, Melanoma Mol GPA, Sarcoma GPA, Hepatocellular Carcinoma GPA, Colorectal Cancer GPA, and Uterine Cancer GPA. The most prevalent prognostic predictors were age, Karnofsky Performance Status, number of BM, and presence or absence of extracranial metastases. Treatment modalities consisted of whole brain radiation therapy, stereotactic radiosurgery, surgery, cranial radiotherapy, gamma knife radiosurgery, and BRAF inhibitor therapy. Median survival rates with no treatment and with a specific treatment ranged from 6.1 weeks to 33 months and from 3.1 to 21 months, respectively. Original GPA and GPA-derived scales are valid prognostic tools, but with heterogeneous survival results when compared to each other. More studies are needed to improve scientific evidence of these scales.
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Affiliation(s)
| | | | | | | | - Eliseu Becco Neto
- Division of Neurosurgery, University of São Paulo, São Paulo, Brazil
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Liang S, Liu X, Liu J, Na F, Lai J, Du L, Gong Y, Zhu J, Huang M, Zhou X, Xu Y, Zhou L. Optimal timing of hypofractionated stereotactic radiotherapy for epidermal growth factor receptor-mutated non-small-cell lung cancer patients with brain metastases. Asia Pac J Clin Oncol 2023; 19:731-738. [PMID: 37088960 DOI: 10.1111/ajco.13957] [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: 03/16/2022] [Revised: 03/03/2023] [Accepted: 03/19/2023] [Indexed: 04/25/2023]
Abstract
BACKGROUND For epidermal growth factor receptor (EGFR)-mutated non-small-cell lung cancer (NSCLC) patients with limited brain metastases (BMs), who eventually receive both tyrosine kinase inhibitors (TKIs) treatment and brain radiotherapy, the optimal timing of radiotherapy is not clear. The present retrospective analysis aimed to partly solve this problem. METHODS In total 84 EGFR-mutated NSCLC patients with limited BMs, who received both TKI treatment and brain hypofractionated stereotactic radiotherapy (HSRT), were enrolled. Patients were divided into three groups based on whether the HSRT was administrated 2 weeks before or after the beginning of TKI treatment (upfront HSRT), when intracranial lesions stabilized after TKI treatment (consolidative HSRT), or when the intracranial disease progressed after TKI treatment (salvage HSRT). The clinical efficacy and toxicities were evaluated. RESULTS The median intracranial progression-free survival (iPFS) and overall PFS calculated from the initiation of HSRT (iPFS1 and PFS1) of all patients were 17.5 and 13.1 months, respectively. The median iPFS and PFS calculated from the initiation of TKI treatment (iPFS2 and PFS2) of all patients were 24.1 and 18.4 months, respectively. Compared to consolidative and salvage HSRT, upfront HSRT improved iPFS1 (not reached vs. 17.5 months vs. 11.0 months, p < 0.001) and PFS1 (18.4 months vs. 9.1 months vs. 7.9 months, p < 0.001), and reduced the initial intracranial failure rate (12.5% vs. 48.1% vs. 56%, p < 0.001). However, there were no significant differences between the three groups for iPFS2, PFS2, and overall survival. Hepatic metastases and diagnosis-specific Graded Prognostic Assessment (ds-GPA) at 2-3 were poor prognostic factors. CONCLUSION For patients who receive both TKI treatment and brain HSRT, the timing of HSRT does not seem to influence the eventual therapeutic effect. Further validation in prospective clinical studies is needed.
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Affiliation(s)
- Shimeng Liang
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaoqin Liu
- Department of Oncology, Jintang First People's Hospital, Jintang, China
| | - Jia Liu
- Department of Oncology, Chengdu First People's Hospital, Chengdu, China
| | - Feifei Na
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Jialu Lai
- Department of Radiotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Leiya Du
- Department of Oncology, Yibin Second People's Hospital, Yibin, China
| | - Youling Gong
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Jiang Zhu
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Meijuan Huang
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Xiaojuan Zhou
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Yong Xu
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Lin Zhou
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
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Yang Z, Chen H, Jin T, Sun L, Li L, Zhang S, Wu B, Jin K, Zou Y, Sun C, Xia L. The Impact of Time Interval on Prognosis in Patients with Non-Small Cell Lung Cancer Brain Metastases After Metastases Surgery. World Neurosurg 2023; 180:e171-e182. [PMID: 37704036 DOI: 10.1016/j.wneu.2023.09.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 09/06/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) is a prominent malignancy often linked to the development of brain metastases (BM), which commonly appear at diverse time intervals (TI) following the lung cancer diagnosis. This study endeavors to determine the prognostic significance of the time interval in patients with NSCLC who undergo BM surgery. Through this investigation, we aim to improve our understanding of the factors impacting the prognosis of BM cases originating from NSCLC. METHODS We analyzed data from 74 patients (2011-2021) who underwent BM surgery at our institution. The relationship between various clinical, radiological, and histopathological factors, as well as TI and overall survival (OS), was examined. RESULTS The median TI from initial NSCLC diagnosis to BM surgery was 19 months (range: 9-36 months). Notably, a shorter TI of less than 23 months was found to be independently associated with postoperative survival (adjusted odds ratio [aOR] 2.87, 95% confidence interval [CI] 1.03-8.02, P = 0.045). Additionally, a shorter TI was independently correlated with the absence of adjuvant chemotherapy for NSCLC (aOR 0.25, 95% CI 0.07-0.83, P = 0.023) and lack of targeted therapy (aOR 0.02, 95% CI 0.00-0.16, P < 0.001). Late-onset BM (TI ≥ 36 months) was observed in 15 cases (20.3%), in this subgroup, patients aged 60 years or older at the time of lung cancer diagnosis exhibited a significant independent correlation with late-onset BM (aOR 7.24, 95% CI 1.59-32.95, P = 0.011). NSCLC patients who underwent adjuvant chemotherapy displayed a notable correlation with late-onset BM (aOR 6.46, 95% CI 1.52-27.43, P = 0.011), while those who received targeted therapy also exhibited an independent association (aOR 2.27, 95% CI 1.70-3.03, P < 0.001). CONCLUSIONS Multiple factors contribute to the variability in the onset interval of BM subsequent to NSCLC diagnosis. The occurrence of BM within TI < 23 months following the initial diagnosis of NSCLC was demonstrated as an independent factor associated with an unfavorable prognosis following BM surgery. Furthermore, patients with NSCLC who did not receive adjuvant chemotherapy and lacked targeted therapy were shown to have an elevated likelihood of developing BM after a long progression-free survival.
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Affiliation(s)
- Zhi Yang
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China; Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, Zhejiang Province, China
| | - Haibin Chen
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China; Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, Zhejiang Province, China
| | - Tao Jin
- Department of Neurosurgery, The Second Affiliated Hospital of Mudanjiang Medical University, Mudanjiang, Helongjiang Province, China
| | - Liang Sun
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China; Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, Zhejiang Province, China
| | - Liwen Li
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China
| | - Shuyuan Zhang
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China
| | - Bin Wu
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China
| | - Kai Jin
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China
| | - Yangfan Zou
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China
| | - Caixing Sun
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China; Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, Zhejiang Province, China
| | - Liang Xia
- Department of Neurosurgery, Cancer Hospital of University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, Zhejiang Province, China; Postgraduate Training Base Alliance of Wenzhou Medical University, WenZhou, Zhejiang Province, China.
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50
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Kawahara D, Jensen A, Yuan J, Nagata Y, Watanabe Y. Predicting the BRAF mutation with pretreatment MRI radiomics features for melanoma brain metastases receiving Gamma Knife radiosurgery. Clin Radiol 2023; 78:e934-e940. [PMID: 37690975 DOI: 10.1016/j.crad.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 08/17/2023] [Accepted: 08/20/2023] [Indexed: 09/12/2023]
Abstract
AIM To develop a model using radiomics features extracted from magnetic resonance imaging (MRI) images of Gamma Knife radiosurgery (GKRS) to predict the BRAF mutation in patients with melanoma brain metastases (MBM). MATERIALS AND METHODS Data of 220 tumours were classified into two groups. One was a group whose BRAF mutation was identified, and the other group whose BRAF mutation was not identified. We extracted 1,962 radiomics features from gadolinium contrast-enhanced T1-weighted MRI treatment-planning images. Synthetic Minority Over-sampling TEchnique (SMOTE) was performed to address the unbalanced data-related issues. A single-layer neural network (NN) was used to build predictive models with radiomics features. The sensitivity, specificity, accuracy, and the area under the curve (AUC) were evaluated to assess the model performance. RESULTS The prediction performance for the final evaluation without the SMOTE had an accuracy of 77.14%, a specificity of 82.44%, a sensitivity of 81.85%, and an AUC of 0.79. The application of SMOTE improved the prediction model to an accuracy of 83.1%, a specificity of 87.07%, a sensitivity of 78.82%, and an AUC of 0.82. CONCLUSION The current study showed the feasibility of generating a highly accurate NN model for the BRAF mutation prediction. The prediction performance improved with SMOTE. The model assists physicians to obtain more accurate expectations of the treatment outcome without a genetic test.
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Affiliation(s)
- D Kawahara
- Department of Radiation Oncology, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan.
| | | | - J Yuan
- Department of Radiation Oncology, University of Minnesota-Twin Cities, Minneapolis, MN, USA
| | - Y Nagata
- Department of Radiation Oncology, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, Japan
| | - Y Watanabe
- Department of Radiation Oncology, University of Minnesota-Twin Cities, Minneapolis, MN, USA
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