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Salari K, Lee JS, Ye H, Seymour ZA, Lee KC, Chinnaiyan P, Grills IS. Long-term survival in patients with brain-only metastatic non-small cell lung cancer undergoing upfront intracranial stereotactic radiosurgery and definitive treatment to the thoracic primary site. Radiother Oncol 2024; 196:110262. [PMID: 38556172 DOI: 10.1016/j.radonc.2024.110262] [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: 01/17/2024] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND AND PURPOSE To evaluate modern clinical outcomes for patients with brain-only metastatic non-small cell lung cancer (NSCLC) treated with intracranial stereotactic radiosurgery (SRS) with or without definitive treatment of the primary site. MATERIALS AND METHODS Patients with synchronously diagnosed NSCLC and brain-only metastatic disease treated with intracranial SRS at a single institution were retrospectively identified. Patients were stratified based on whether they did (A) or did not (B) receive definitive primary site treatment. Patient characteristics and clinical outcomes were compared. RESULTS From 2008 to 2022, 103 patients were identified, 53 of whom received definitive primary site treatment. Median follow-up was 2.1 y (A) and 0.8 y (B) (p < 0.001). 28 (53 %) patients in Group A received immune checkpoint inhibitor (ICI) therapy versus 19 (38 %) in Group B (p = 0.13) and there were no other statistically significant baseline or treatment characteristic differences between the groups. 5-year local-PFS was 34.5 % (A) versus 0 % (B) (p < 0.001). 5-year regional-PFS was 33.0 % (A) versus 0 % (B) (p < 0.001). 5-year distant body-PFS was 34.0 % (A) versus 0 % (B) (p < 0.001). 5-year CNS-PFS was 14.7 % (A) versus 0 % (B) (p = 0.12). 5-year OS was 40.2 % (A) versus 0 % (B) (p = 0.001). 5-year CSS was 67.6 % (A) versus 0 % (B) (p = 0.002). On multivariable analysis, lack of definitive treatment to the primary site (HR = 2.40), AJCC T3-4 disease (HR = 2.73), and lack of ICI therapy (HR = 2.86) were significant predictors of death. CONCLUSION Definitive treatment to the thoracic primary site in patients with brain-only metastatic NSCLC after intracranial radiosurgery was associated with slower progression of disease and improved survival.
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Affiliation(s)
- K Salari
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States.
| | - J S Lee
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - H Ye
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - Z A Seymour
- Department of Radiation Oncology, Corewell Health Dearborn Hospital, Dearborn, MI, United States
| | - K C Lee
- Department of Radiation Oncology, Corewell Health Troy Hospital, Troy, MI, United States
| | - P Chinnaiyan
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
| | - I S Grills
- Department of Radiation Oncology, Corewell Health East William Beaumont University Hospital, Royal Oak, MI, United States
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Leng JX, Carpenter DJ, Huang C, Qazi J, Arshad M, Mullikin TC, Reitman ZJ, Kirkpatrick JP, Floyd SR, Fecci PE, Chmura SJ, Hong JC, Salama JK. Determinants of Symptomatic Intracranial Progression After an Initial Stereotactic Radiosurgery Course. Adv Radiat Oncol 2024; 9:101475. [PMID: 38690297 PMCID: PMC11059392 DOI: 10.1016/j.adro.2024.101475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/04/2024] [Indexed: 05/02/2024] Open
Abstract
Purpose Clinical and imaging surveillance of patients with brain metastases is important after stereotactic radiosurgery (SRS) because many will experience intracranial progression (ITCP) requiring multidisciplinary management. The prognostic significance of neurologic symptoms at the time of ITCP is poorly understood. Methods and Materials This was a multi-institutional, retrospective cohort study from 2015 to 2020, including all patients with brain metastases completing an initial course of SRS. The primary outcome was overall survival (OS) by presence of neurologic symptoms at ITCP. OS, freedom from ITCP (FF-ITCP), and freedom from symptomatic ITCP (FF-SITCP) were assessed via Kaplan-Meier method. Cox proportional hazard models tested parameters impacting FF-ITCP and FF-SITCP. Results Among 1383 patients, median age was 63.4 years, 55% were female, and common primaries were non-small cell lung (49%), breast (15%), and melanoma (9%). At a median follow-up of 8.72 months, asymptomatic and symptomatic ITCP were observed in 504 (36%) and 194 (14%) patients, respectively. The majority of ITCP were distant ITCP (79.5%). OS was worse with SITCP (median, 10.2 vs 17.9 months, P < .001). SITCP was associated with clinical factors including total treatment volume (P = .012), melanoma histology (P = .001), prior whole brain radiation therapy (P = .003), number of brain metastases (P < .001), interval of 1 to 2 years from primary and brain metastasis diagnosis (P = .012), controlled extracranial disease (P = .042), and receipt of pre-SRS chemotherapy (P = .015). Patients who were younger and received post-SRS chemotherapy (P = .001), immunotherapy (P < .001), and targeted or small-molecule inhibitor therapy (P < .026) had better FF-SITCP. Conclusions In this cohort study of patients with brain metastases completing SRS, neurologic symptoms at ITCP is prognostic for OS. This data informs post-SRS surveillance in clinical practice as well as future prospective studies needed in the modern management of brain metastases.
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Affiliation(s)
- Jim X. Leng
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - David J. Carpenter
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Radiation Oncology, Wellstar Paulding Hospital, Hiram, Georgia
| | - Christina Huang
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Jamiluddin Qazi
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Muzamil Arshad
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Trey C. Mullikin
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Zachary J. Reitman
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Scott R. Floyd
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Peter E. Fecci
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Steven J. Chmura
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Julian C. Hong
- Department of Radiation Oncology, University of California San Francisco, San Francisco, California
- Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, California
- Joint Program in Computational Precision Health, University of California, San Francisco, California and University of California, Berkeley, California
| | - Joseph K. Salama
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Radiation Oncology Clinical Service, Durham VA Health Care System, Durham, North Carolina
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Simon AB, Quezada J, Mohyeldin A, Harris J, Shi M, Seyedin S, Sehgal V, Chen AM. Integrating Overall Survival and Tumor Control Probability Models to Predict Local Progression After Brain Metastasis Radiosurgery. Adv Radiat Oncol 2024; 9:101474. [PMID: 38681893 PMCID: PMC11043807 DOI: 10.1016/j.adro.2024.101474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 02/04/2024] [Indexed: 05/01/2024] Open
Abstract
Purpose Stereotactic radiosurgery (SRS) for brain metastases is frequently prescribed to the maximum tolerated dose to minimize the probability of local progression. However, many patients die from extracranial disease prior to local progression and may not require maximally aggressive treatment. Recently, improvements in models of SRS tumor control probability (TCP) and overall survival (OS) have been made. We predicted that by combining models of OS and TCP, we could better predict the true risk of local progression after SRS than by using TCP modeling alone. Methods and Materials Records of patients undergoing SRS at a single institution were reviewed retrospectively. Using established TCP and OS models, for each patient, the probability of 1-year survival [p ( O S ) ] was calculated, as was the probability of 1-year local progression [p ( L P ) ]) for each treated lesion. Joint-probability was used to combine the models [p ( L P , O S ) = p ( L P ) * p ( O S ) ]. Analyses were conducted at the individual metastasis and whole-patient levels. Fine-Gray regression was used to model p ( L P ) or p ( L P , O S ) on the risk of local progression after SRS, with death as a competing risk. Results At the patient level, 1-year local progression was 0.08 (95% CI, 0.03-0.15), median p ( L P , O S ) was 0.13 (95% CI, 0.07-0.2), and median p ( L P ) was 0.29 (95% CI, 0.22-0.38). At the metastasis level, 1-year local progression was 0.02 (95% CI, 0.01-0.04), median p ( L P , O S ) was 0.05 (95% CI, 0.02-0.07), and median p ( L P ) was 0.10 (95% CI, 0.07-0.13). p ( L P , O S ) was found to be significantly associated with the risk of local progression at the patient level (P = .048) and metastasis level (P = .007); however, p ( L P ) was not (P = .16 and P = .28, respectively). Conclusions Simultaneous modeling of OS and TCP more accurately predicted local progression than TCP modeling alone. Better understanding which patients with brain metastases are at risk of local progression after SRS may help personalize treatment to minimize risk without sacrificing efficacy.
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Affiliation(s)
- Aaron B. Simon
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Jeffrey Quezada
- University of California Irvine School of Medicine, Irvine, California
| | - Ahmed Mohyeldin
- Department of Neurosurgery, University of California Irvine, Irvine, California
| | - Jeremy Harris
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Mengying Shi
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Steven Seyedin
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Varun Sehgal
- Department of Radiation Oncology, University of California Irvine, Irvine, California
| | - Allen M. Chen
- Department of Radiation Oncology, University of California Irvine, Irvine, California
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Chaung KV, Kharouta MZ, Gross AJ, Fu P, Machtay M, Hodges TR, Sloan AE, Biswas T, Dowlati A, Choi S. Outcomes of initial therapy for synchronous brain metastases from small cell lung cancer: a single-institution retrospective analysis. Transl Lung Cancer Res 2024; 13:1110-1120. [PMID: 38854935 PMCID: PMC11157380 DOI: 10.21037/tlcr-23-641] [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: 10/09/2023] [Accepted: 02/29/2024] [Indexed: 06/11/2024]
Abstract
Small cell lung cancer (SCLC) has a propensity for brain metastases, which is associated with poor prognosis. We sought to determine predictors of overall survival (OS) and brain progression-free survival (bPFS) in SCLC patients with synchronous brain metastases at the time of initial SCLC diagnosis. A total of 107 SCLC patients with synchronous brain metastases treated at a single institution were included in this retrospective analysis. These patients had brain lesions present on initial staging imaging. Survival was estimated using the Kaplan-Meier method with log-rank test. Factors predictive of OS and bPFS were analyzed using Cox proportional hazards regression model. Median OS for the entire cohort was 9 months (interquartile range, 4.2-13.8 months) and median bPFS was 7.3 months (interquartile range, 3.5-11.1 months). OS was 30.3% at 1 year and 14.4% at 2 years, while bPFS was 22.0% at 1 year and 6.9% at 2 years. The median number of brain lesions at diagnosis was 3 (interquartile range, 2-8), and the median size of the largest metastasis was 2.0 cm (interquartile range, 1.0-3.3 cm). Increased number of brain lesions was significantly associated with decreased OS. Patients who received both chemotherapy and whole brain radiation therapy (WBRT) had improved OS (P=0.02) and bPFS (P=0.005) compared to those who had either chemotherapy or WBRT alone. There was no significant difference in OS or bPFS depending on the sequence of therapy or the dose of WBRT. Thirteen patients underwent upfront brain metastasis resection, which was associated with improved OS (P=0.02) but not bPFS (P=0.09) compared to those who did not have surgery. The combination of chemotherapy and WBRT was associated with improved OS and bPFS compared to either modality alone. Upfront brain metastasis resection was associated with improved OS but not bPFS compared to those who did not have surgery.
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Affiliation(s)
- Kevin V. Chaung
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Michael Z. Kharouta
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, Advocate Illinois Masonic Hospital, Chicago, IL, USA
| | - Andrew J. Gross
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Mitchell Machtay
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, Penn State College of Medicine, Hershey, PA, USA
| | - Tiffany R. Hodges
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Andrew E. Sloan
- Department of Neurological Surgery, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
- Department of Neurosciences, Piedmont Healthcare, Atlanta, GA, USA
| | - Tithi Biswas
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, MetroHealth Medical Center, Cleveland, OH, USA
| | - Afshin Dowlati
- Department of Medicine, University Hospitals Cleveland Medical Center, Case Comprehensive Cancer Center, Cleveland, OH, USA
| | - Serah Choi
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
- Department of Radiation Oncology, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
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Cherng HRR, Sun K, Bentzen S, Armstrong TS, Gondi V, Brown PD, Mehta M, Mishra MV. Evaluating the heterogeneity of hippocampal avoidant whole brain radiotherapy treatment effect: A secondary analysis of NRG CC001. Neuro Oncol 2024; 26:911-921. [PMID: 38069666 PMCID: PMC11066939 DOI: 10.1093/neuonc/noad226] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2024] Open
Abstract
BACKGROUND Hippocampal avoidant whole brain radiotherapy (HA-WBRT) is the standard of care for patients needing WBRT for brain metastases. This study, using existing data from NRG Oncology CC001 including baseline tumor characteristics and patient-reported MD Anderson Symptom Inventory-Brain Tumor (MDASI-BT) scores, sought to identify subgroups of patients that demonstrate differential neuroprotective treatment response to HA-WBRT. METHODS An exploratory analysis of NRG CC001, a phase 3 trial in which 518 patients were randomly assigned to WBRT plus memantine or HA-WBRT plus memantine, was performed. Rates of neurocognitive function failure (NCFF) were estimated between subgroups and stratified by arm. Covariate and subgroup interaction with differential treatment response were calculated. RESULTS The benefit of HA-WBRT on decreasing NCFF was seen in patients living ≥ 4 months (HR 0.75, 95% CI: 0.58-0.97, P = .03), whereas patients living < 4 months derived no significant neurocognitive benefit. A significant association between baseline MDASI-BT cognitive factor and treatment response (interaction P = .03) was identified. Patients with lower MDASI-BT scores (less patient-reported cognitive impairment) derived significantly greater benefit (HR = 0.64, 95% CI: 0.48-0.85, P = .002) compared to those with highest MDASI-BT scores (HR = 1.24, 95% CI: 0.76-2.04, P = .39). Tumor histology also had a significant interaction (P = .01) with treatment response. Primary lung histology patients derived cognitive failure risk reduction (HR = 0.58, 95% CI: 0.43-0.77, P = .0007) from HA-WBRT, in contrast to nonlung primary histology patients (HR = 1.15, 95% CI: 0.78-1.50, P = .48). CONCLUSIONS Differential neuroprotective response to HA-WBRT was identified in this analysis. Patients surviving ≥ 4 months derived benefit from HA-WBRT. There is evidence of heterogeneity of treatment effect for patients with less severe patient-reported cognitive impairment at baseline and those with primary lung histology.
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Affiliation(s)
- Hua-Ren R Cherng
- Department of Radiation Oncology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Kai Sun
- Division of Biostatistics and Bioinformatics, University of Maryland Greenebaum Cancer Center, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Søren Bentzen
- Division of Biostatistics and Bioinformatics, University of Maryland Greenebaum Cancer Center, Baltimore, Maryland, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Terri S Armstrong
- National Cancer Institute Center for Cancer Research, Bethesda, Maryland, USA
| | - Vinai Gondi
- Department of Radiation Oncology, Northwestern Medicine Cancer Center and Proton Center, Warrenville, Illinois, USA
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Minesh Mehta
- Department of Radiation Oncology, Miami Cancer Institute, Baptist Health South Florida, Miami, Florida, USA
| | - Mark V Mishra
- Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, Maryland, USA
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Karlsson AT, Hjermstad MJ, Aass N, Skovlund E, Kaasa S, Yri OE. Overall Survival after Radiotherapy for Brain Metastases According to ECOG Status-A Prospective Study of 294 NSCLC Patients. Cancers (Basel) 2024; 16:1486. [PMID: 38672568 PMCID: PMC11048345 DOI: 10.3390/cancers16081486] [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: 03/12/2024] [Revised: 04/04/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Up to 40% of non-smallcell lung cancer (NSCLC) patients develop brain metastases (BMs). The potential benefits of radiotherapy (RT) in patients with poor performance status (PS) are questionable, with considerable risk for futile treatment. We analyzed overall survival after initial radiotherapy in NSCLC patients with BMs, focusing on the relationship between PS and survival after RT. This study reports a prospective observational study including consecutive 294 NSCLC patients with first-time BMs. Overall survival (OS) was calculated from the start of RT to death or last follow-up (1 June 2023). Overall, in the 294 included patients (median age 69 years), the median OS was 4.6 months; 2.5 months after WBRT (n = 141), and 7.5 months after SRT (n = 153). After WBRT, mOS was equally poor for patients with ECOG 2 (1.9 months) and ECOG 3-4 (1.2 months). After SRT, mOS for patients with ECOG 2 was 4.1 months; for ECOG 3 patients, mOS was 4 1.6 months. For NSCLC patients with ECOG 2 diagnosed with BMs who are not candidates for surgery or SRT, WBRT should be questioned due to short survival.
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Affiliation(s)
- Astrid Telhaug Karlsson
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Marianne Jensen Hjermstad
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
| | - Nina Aass
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0424 Oslo, Norway
| | - Eva Skovlund
- Department of Public Health and Nursing, Faculty of Medicine and Health Services, NTNU—Norwegian University of Science and Technology, 7491 Trondheim, Norway;
| | - Stein Kaasa
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, 0424 Oslo, Norway
| | - Olav Erich Yri
- Regional Advisory Unit for Palliative Care, Department of Oncology, Oslo University Hospital (OUH), 0450 Oslo, Norway; (M.J.H.); (N.A.); (S.K.); (O.E.Y.)
- European Palliative Research Centre (PRC), Oslo University Hospital (OUH), 0450 Oslo, Norway
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Qu J, Zhang T, Zhang X, Zhang W, Li Y, Gong Q, Yao L, Lui S. MRI radiomics for predicting intracranial progression in non-small-cell lung cancer patients with brain metastases treated with epidermal growth factor receptor tyrosine kinase inhibitors. Clin Radiol 2024; 79:e582-e591. [PMID: 38310058 DOI: 10.1016/j.crad.2024.01.005] [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: 08/07/2023] [Revised: 12/04/2023] [Accepted: 01/03/2024] [Indexed: 02/05/2024]
Abstract
AIM To identify clinical and magnetic resonance imaging (MRI) radiomics predictors specialised for intracranial progression (IP) after first-line epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI) treatment in non-small-cell lung cancer (NSCLC) patients with brain metastases (BMs). MATERIALS AND METHODS Seventy EGFR-mutated NSCLC patients with a total of 212 BMs who received first-line EGFR-TKI therapy were enrolled. Radiomics features were extracted from the BM regions on the pretreatment contrast-enhanced T1-weighted images, and the radiomics score (rad-score) of each BM was established based on the selected features. Furthermore, the mean rad-score derived from the average rad-score of all included BMs in each patient was calculated. Univariate and multivariate logistic regression analyses were performed to identify potential predictors of IP. Prediction models based on different predictors and their combinations were constructed, and nomogram based on the optimal prediction model was evaluated. RESULTS Thirty-three (47.1 %) patients developed IP, and the remaining 37 (52.9 %) patients were IP-free. EGFR-19del mutation (OR 0.19, 95 % CI 0.05-0.69), third-generation TKI treatment (OR 0.33, 95 % CI 0.16-0.67) and mean rad-score (OR 5.71, 95 % CI 1.65-19.68) were found to be independent predictive factors. Models based on these three predictors alone and in combination (combined model) achieved AUCs of 0.64, 0.64, 0.74, and 0.86 and 0.64, 0.64, 0.75, and 0.84 in the training and validation sets, respectively, and the combined model demonstrated optimal performance for predicting IP. CONCLUSIONS The model integrating EGFR-19del mutation, third-generation TKI treatment and mean rad-score had good predictive value for IP after EGFR-TKI treatment in NSCLC patients with BM.
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Affiliation(s)
- J Qu
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - T Zhang
- Department of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China
| | - X Zhang
- Pharmaceutical Diagnostic Team, GE Healthcare, Life Sciences, Beijing, China
| | - W Zhang
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Y Li
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Q Gong
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - L Yao
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China.
| | - S Lui
- Department of Radiology, and Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China; Huaxi MR Research Center (HMRRC), West China Hospital of Sichuan University, Chengdu, China; Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China.
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Bassetti MF, Morris BA, Sethakorn N, Lang JM, Schehr JL, Zhao SG, Morris ZS, Buehler D, Eickhoff JC, Harari PM, Traynor AM, Campbell TC, Baschnagel AM, Leal TA. Combining Dual Checkpoint Immunotherapy with Ablative Radiation to All Sites of Oligometastatic Non-Small Cell Lung Cancer: Toxicity and Efficacy Results of a Phase 1b Trial. Int J Radiat Oncol Biol Phys 2024; 118:1481-1489. [PMID: 38072321 PMCID: PMC10947887 DOI: 10.1016/j.ijrobp.2023.11.040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 11/02/2023] [Accepted: 11/17/2023] [Indexed: 12/21/2023]
Abstract
PURPOSE Ablative local treatment of all radiographically detected metastatic sites in patients with oligometastatic non-small cell lung cancer (NSCLC) increases progression-free survival (PFS) and overall survival (OS). Prior studies demonstrated the safety of combining stereotactic body radiation therapy (SBRT) with single-agent immunotherapy. We investigated the safety of combining SBRT to all metastatic tumor sites with dual checkpoint, anticytotoxic T-lymphocyte-associated protein 4 (anti-CTLA-4), and anti-programmed cell death ligand 1 (anti-PD-L1) immunotherapy for patients with oligometastatic NSCLC. METHODS AND MATERIALS We conducted a phase 1b clinical trial in patients with oligometastatic NSCLC with up to 6 sites of extracranial metastatic disease. All sites of disease were treated with SBRT to a dose of 30 to 50 Gy in 5 fractions. Dual checkpoint immunotherapy was started 7 days after completion of radiation using anti-CTLA-4 (tremelimumab) and anti-PD-L1 (durvalumab) immunotherapy for a total of 4 cycles followed by durvalumab alone until progression or toxicity. RESULTS Of the 17 patients enrolled in this study, 15 patients received at least 1 dose of combination immunotherapy per protocol. The study was closed early (17 of planned 21 patients) due to slow accrual during the COVID-19 pandemic. Grade 3+ treatment-related adverse events were observed in 6 patients (40%), of which only one was possibly related to the addition of SBRT to immunotherapy. Median PFS was 42 months and median OS has not yet been reached. CONCLUSIONS Delivering ablative SBRT to all sites of metastatic disease in combination with dual checkpoint immunotherapy did not result in excessive rates of toxicity compared with historical studies of dual checkpoint immunotherapy alone. Although the study was not powered for treatment efficacy results, durable PFS and OS results suggest potential therapeutic benefit compared with immunotherapy or radiation alone in this patient population.
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Affiliation(s)
- Michael F Bassetti
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Brett A Morris
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin.
| | - Nan Sethakorn
- Department of Medical Oncology, Loyola University, Chicago, Illinois
| | - Joshua M Lang
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jennifer L Schehr
- Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Shuang George Zhao
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Zachary S Morris
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Darya Buehler
- Department of Pathology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Jens C Eickhoff
- Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Paul M Harari
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Anne M Traynor
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Toby C Campbell
- Department of Medical Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Andrew M Baschnagel
- Department of Human Oncology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin
| | - Ticiana A Leal
- Department of Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
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9
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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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10
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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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11
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Khalifa J, Lévy A, Sauvage LM, Thureau S, Darréon J, Le Péchoux C, Lerouge D, Pourel N, Antoni D, Blais E, Martin É, Marguerit A, Giraud P, Riet FG. Radiotherapy in the management of synchronous metastatic lung cancer. Cancer Radiother 2024; 28:22-35. [PMID: 37574329 DOI: 10.1016/j.canrad.2023.03.002] [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: 01/05/2023] [Accepted: 03/02/2023] [Indexed: 08/15/2023]
Abstract
Metastatic lung cancer classically portends a poor prognosis. The management of metastatic lung cancer has dramatically changed with the emergence of immune checkpoint inhibitors, targeted therapy and due to a better understanding of the oligometastatic process. In metastatic lung cancers, radiation therapy which was only used with palliative intent for decades, represents today a promising way to treat primary and oligometastatic sites with a curative intent. Herein we present through a literature review the role of radiotherapy in the management of synchronous metastatic lung cancers.
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Affiliation(s)
- J Khalifa
- Department of Radiation Oncology, institut Claudius-Regaud/IUCT-Oncopole, Toulouse, France; U1037, Inserm, CRCT, Toulouse, France.
| | - A Lévy
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Gustave-Roussy, 94805 Villejuif, France; Faculté de médecine, université Paris-Saclay, 94270 Le Kremlin-Bicêtre, France; Université Paris-Saclay, Molecular Radiotherapy and Therapeutic Innovation lab, Inserm U1030, 94805 Villejuif, France
| | - L-M Sauvage
- Department of Radiation Oncology, institut Curie, Paris, France
| | - S Thureau
- Department of Radiation Oncology, centre Henri-Becquerel, Rouen, France; QuantIf-Litis EA4108, université de Rouen, Rouen, France
| | - J Darréon
- Department of Radiation Oncology, institut Paoli-Calmettes, Marseille, France
| | - C Le Péchoux
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Gustave-Roussy, 94805 Villejuif, France
| | - D Lerouge
- Department of Radiation Oncology, centre François-Baclesse, Caen, France
| | - N Pourel
- Department of Radiation Oncology, institut Sainte-Catherine, Avignon, France
| | - D Antoni
- Department of Radiation Oncology, institut de cancérologie Strasbourg Europe, Strasbourg, France
| | - E Blais
- Department of Radiation Oncology, polyclinique Marzet, Pau, France
| | - É Martin
- Department of Radiation Oncology, centre Georges-François-Leclerc, Dijon, France
| | - A Marguerit
- Department of Radiation Oncology, institut de cancérologie de Montpellier, Montpellier, France
| | - P Giraud
- Department of Radiation Oncology, hôpital européen Georges-Pompidou, Paris, France; Université Paris Cité, Paris, France
| | - F-G Riet
- Department of Radiation Oncology, centre hospitalier privé Saint-Grégoire, Saint-Grégoire, France
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12
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Li P, Luo J, Zheng Z, Meng L, Zhang A, Cao W, Gong X. Survival Predictive Nomograms for Non-Surgical Brain Metastases Patients From Non-Small Cell Lung Cancer Receiving Radiotherapy: A Population-Based Study. Cancer Control 2024; 31:10732748241255212. [PMID: 38769789 PMCID: PMC11110521 DOI: 10.1177/10732748241255212] [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: 11/29/2023] [Revised: 04/06/2024] [Accepted: 04/15/2024] [Indexed: 05/22/2024] Open
Abstract
OBJECTIVE A high number of Non-Small Cell Lung Cancer (NSCLC) patients with brain metastasis who have not had surgery often have a negative outlook. Radiotherapy remains a most common and effective method. Nomograms were developed to forecast the cancer-specific survival (CSS) and overall survival (OS) in NSCLC individuals with nonoperative brain metastases who underwent radiotherapy. METHODS Information was gathered from the Surveillance, Epidemiology, and End Results (SEER) database about patients diagnosed with NSCLC who had brain metastases not suitable for surgery. Nomograms were created and tested using multivariate Cox regression models to forecast CSS and OS at intervals of 1, 2, and 3 years. RESULTS The research involved 3413 individuals diagnosed with NSCLC brain metastases who had undergone radiotherapy but had not experienced surgery. These participants were randomly divided into two categories. The analysis revealed that gender, age, ethnicity, marital status, tumor location, tumor laterality, tumor grade, histology, T stage, N stage, chemotherapy, tumor size, lung metastasis, bone metastasis, and liver metastasis were significant independent predictors for OS and CSS. The C-index for the training set for predicting OS was .709 (95% CI, .697-.721), and for the validation set, it was .705 (95% CI, .686-.723), respectively. The C-index for predicting CSS was .710 (95% CI, .697-.722) in the training set and .703 (95% CI, .684-.722) in the validation set, respectively. The nomograms model, as suggested by the impressive C-index, exhibits outstanding differentiation ability. Moreover, the ROC and calibration curves reveal its commendable precision and distinguishing potential. CONCLUSIONS For the first time, highly accurate and reliable nomograms were developed to predict OS and CSS in NSCLC patients with non-surgical brain metastases, who have undergone radiotherapy treatment. The nomograms may assist in tailoring counseling strategies and choosing the most effective treatment method.
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Affiliation(s)
- Peng Li
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jie Luo
- Department of Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zilong Zheng
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Lu Meng
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Anqi Zhang
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Wei Cao
- Department of Breast, The International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaomei Gong
- Department of Radiation Oncology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
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13
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Arrieta O, Bolaño-Guerra LM, Caballé-Pérez E, Lara-Mejía L, Turcott JG, Gutiérrez S, Lozano-Ruiz F, Cabrera-Miranda L, Arroyave-Ramírez AM, Maldonado-Magos F, Corrales L, Martín C, Gómez-García AP, Cacho-Díaz B, Cardona AF. Perilesional edema diameter associated with brain metastases as a predictive factor of response to radiotherapy in non-small cell lung cancer. Front Oncol 2023; 13:1251620. [PMID: 37916162 PMCID: PMC10616784 DOI: 10.3389/fonc.2023.1251620] [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: 07/31/2023] [Accepted: 09/18/2023] [Indexed: 11/03/2023] Open
Abstract
Background Different prognostic scales exist in patients with brain metastasis, particularly in lung cancer. The Graded Prognostic Assessment for lung cancer using molecular markers (Lung-molGPA index) for brain metastases is a powerful prognostic tool that effectively identifies patients at different risks. However, these scales do not include perilesional edema diameter (PED) associated with brain metastasis. Current evidence suggests that PED might compromise the delivery and efficacy of radiotherapy to treat BM. This study explored the association between radiotherapy efficacy, PED extent, and gross tumor diameter (GTD). Aim The aim of this study was to evaluate the intracranial response (iORR), intracranial progression-free survival (iPFS), and overall survival (OS) according to the extent of PED and GT. Methods Out of 114 patients with BM at baseline or throughout the disease, 65 were eligible for the response assessment. The GTD and PED sum were measured at BM diagnosis and after radiotherapy treatment. According to a receiver operating characteristic (ROC) curve analysis, cutoff values were set at 27 mm and 17 mm for PED and GT, respectively. Results Minor PED was independently associated with a better iORR [78.8% vs. 50%, OR 3.71 (95% CI 1.26-10.99); p = 0.018] to brain radiotherapy. Median iPFS was significantly shorter in patients with major PED [6.9 vs. 11.8 months, HR 2.9 (95% CI 1.7-4.4); p < 0.001] independently of other prognostic variables like the Lung-molGPA and GTD. A major PED also negatively impacted the median OS [18.4 vs. 7.9 months, HR 2.1 (95% CI 1.4-3.3); p = 0.001]. Conclusion Higher PED was associated with an increased risk of intracranial progression and a lesser probability of responding to brain radiotherapy in patients with metastatic lung cancer. We encourage prospective studies to confirm our findings.
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Affiliation(s)
- Oscar Arrieta
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Laura Margarita Bolaño-Guerra
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Enrique Caballé-Pérez
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Luis Lara-Mejía
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Jenny G. Turcott
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Salvador Gutiérrez
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | | | - Luis Cabrera-Miranda
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | | | | | - Luis Corrales
- Oncology Department, Hospital San Juan de Dios, San José, Costa Rica
| | - Claudio Martín
- Thoracic Oncology Unit, Alexander Fleming Institute, Buenos Aires, Argentina
| | - Ana Pamela Gómez-García
- Thoracic Oncology Unit, Department of Thoracic Oncology, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Bernardo Cacho-Díaz
- Neuro-oncology Unit, Instituto Nacional de Cancerología (INCan), México City, Mexico
| | - Andrés F. Cardona
- Direction of Research and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center - Cancer Treatment and Research Cente (CTIC), Bogotá, Colombia
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14
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Jeong S, Poudyal S, Klagges S, Kuhnt T, Papsdorf K, Hambsch P, Wach J, Güresir E, Nägler F, Rühle A, Nicolay NH, Seidel C. Diabetes Mellitus Is a Strong Independent Negative Prognostic Factor in Patients with Brain Metastases Treated with Radiotherapy. Cancers (Basel) 2023; 15:4845. [PMID: 37835539 PMCID: PMC10571851 DOI: 10.3390/cancers15194845] [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: 07/03/2023] [Revised: 09/07/2023] [Accepted: 09/29/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Brain metastases (BM) cause relevant morbidity and mortality in cancer patients. The presence of cerebrovascular diseases can alter the tumor microenvironment, cellular proliferation and treatment resistance. However, it is largely unknown if the presence of distinct cerebrovascular risk factors may alter the prognosis of patients with BM. METHODS Patients admitted for the radiotherapy of BM at a large tertiary cancer center were included. Patient and survival data, including cerebrovascular risk factors (diabetes mellitus (DM), smoking, arterial hypertension, peripheral arterial occlusive disease, hypercholesterolemia and smoking) were recorded. RESULTS 203 patients were included. Patients with DM (n = 39) had significantly shorter overall survival (OS) (HR 1.75 (1.20-2.56), p = 0.003, log-rank). Other vascular comorbidities were not associated with differences in OS. DM remained prognostically significant in the multivariate Cox regression including established prognostic factors (HR 1.92 (1.20-3.06), p = 0.006). Furthermore, subgroup analyses revealed a prognostic role of DM in patients with non-small cell lung cancer, both in univariate (HR 1.68 (0.97-2.93), p = 0.066) and multivariate analysis (HR 2.73 (1.33-5.63), p = 0.006), and a trend in melanoma patients. CONCLUSION DM is associated with reduced survival in patients with BM. Further research is necessary to better understand the molecular mechanisms and therapeutic implications of this important interaction.
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Affiliation(s)
- Seong Jeong
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Soniya Poudyal
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | | | - Thomas Kuhnt
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Kirsten Papsdorf
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Peter Hambsch
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Johannes Wach
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Erdem Güresir
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
- Department of Neurosurgery, University of Leipzig Medical Center, 04103 Leipzig, Germany
| | - Franziska Nägler
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Alexander Rühle
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Nils H. Nicolay
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
| | - Clemens Seidel
- Department of Radiation Oncology, University of Leipzig Medical Center, 04103 Leipzig, Germany (S.P.); (T.K.)
- Comprehensive Cancer Center Central Germany, Partner Site Leipzig, 04103 Leipzig, Germany; (J.W.)
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15
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Pan K, Concannon K, Li J, Zhang J, Heymach JV, Le X. Emerging therapeutics and evolving assessment criteria for intracranial metastases in patients with oncogene-driven non-small-cell lung cancer. Nat Rev Clin Oncol 2023; 20:716-732. [PMID: 37592034 PMCID: PMC10851171 DOI: 10.1038/s41571-023-00808-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/21/2023] [Indexed: 08/19/2023]
Abstract
The improved survival outcomes of patients with non-small-cell lung cancer (NSCLC), largely owing to the improved control of systemic disease provided by immune-checkpoint inhibitors and novel targeted therapies, have highlighted the challenges posed by central nervous system (CNS) metastases as a devastating yet common complication, with up to 50% of patients developing such lesions during the course of the disease. Early-generation tyrosine-kinase inhibitors (TKIs) often provide robust systemic disease control in patients with oncogene-driven NSCLCs, although these agents are usually unable to accumulate to therapeutically relevant concentrations in the CNS owing to an inability to cross the blood-brain barrier. However, the past few years have seen a paradigm shift with the emergence of several novel or later-generation TKIs with improved CNS penetrance. Such agents have promising levels of activity against brain metastases, as demonstrated by data from preclinical and clinical studies. In this Review, we describe current preclinical and clinical evidence of the intracranial activity of TKIs targeting various oncogenic drivers in patients with NSCLC, with a focus on newer agents with enhanced CNS penetration, leptomeningeal disease and the need for intrathecal treatment options. We also discuss evolving assessment criteria and regulatory considerations for future clinical investigations.
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Affiliation(s)
- Kelsey Pan
- Department of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kyle Concannon
- Department of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jing Li
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John V Heymach
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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16
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Nigen B, Goronflot T, Herbreteau G, Mathiot L, Sagan C, Raimbourg J, Bennouna J, Thillays F, Pons-Tostivint E. Impact of first-line immunotherapy on survival and intracranial outcomes in a cohort of non-small cell lung cancer patients with brain metastases at diagnosis. Lung Cancer 2023; 184:107321. [PMID: 37586178 DOI: 10.1016/j.lungcan.2023.107321] [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: 02/23/2023] [Revised: 08/03/2023] [Accepted: 08/05/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND Although brain metastases (BM) at diagnosis are common in non-squamous NSCLC patients (ns-NSCLC), they have been mostly excluded from randomized trials. The aim of this retrospective study was to evaluate real-word outcomes of frontline immune checkpoint inhibitor (ICI) in these patients. METHODS Our study assess the intracranial and overall efficacy of first-line ICI-based therapy compared to chemotherapy (CT) in ns-NSCLC patients diagnosed with BM, showing no targetable alterations. Patients were divided according to systemic therapy: CT, ICI, or CT-ICI. Primary endpoint was overall survival (OS), compared using Kaplan-Meier and Cox methodology. Secondary endpoint was intracranial progression free survival (icPFS). RESULTS Between 01 and 2018 and 05-2021, 118 patients were included (52 CT, 38 ICI and 28 CT-ICI). Median follow-up was 30.0 months. Intracranial radiotherapy was delivered for 75.0%, 68.4% and 67.9% of patients for CT, ICI and CT-ICI groups (p = 0.805). After adjustment, ICI and CT-ICI were associated with a better OS compared to CT (HR = 0.46, 95 %CI: 0.23-0.89, and HR = 0.52, 95 %CI: 0.27-1.01, respectively). ICI and CT-ICI were associated with a significant reduction in the risk of intracranial progression by 54% (HR = 0.46, 95 %CI: 0.25-0.84) and 59% (HR = 0.41, 95 %CI: 0.23-0.77) compared to CT. Stereotactic radiosurgery was associated with an increased icPFS compared to systemic therapy alone (HR = 0.51, 95% CI: 0.29 - 0.92), whereas whole-brain was not. CONCLUSIONS Real-life ns-NSCLC patients with BM at diagnosis treated frontline with ICI presented OS and icPFS benefit compared to CT alone. A prospective assessment of the ideal type and sequence of systemic and local therapy should be conducted.
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Affiliation(s)
- Benoit Nigen
- Nantes University, Centre Hospitalier Universitaire Nantes, Pneumology, F-44000 Nantes, France
| | - Thomas Goronflot
- Nantes Université, CHU Nantes, Pôle Hospitalo-Universitaire, 11 : Santé Publique, Clinique des données, INSERM, CIC, 1413, F-44000 Nantes, France
| | - Guillaume Herbreteau
- Biochemistry Laboratory and Molecular Cancer Genetics Plateform, University Hospital, 44093 Nantes, France
| | - Laurent Mathiot
- Nantes University, Centre Hospitalier Universitaire Nantes, Medical Oncology, F-44000 Nantes, France
| | - Christine Sagan
- Departement of Pathological Anatomy and Cytology, Centre Hospitalier Universitaire Nantes, 44093 Nantes, France
| | - Judith Raimbourg
- Department of Medical Oncology, Comprehensive Cancer Center, Institut de Cancérologie de l'Ouest, Saint-Herblain, France; Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France
| | - Jaafar Bennouna
- Department of Medical Oncology, Hospital Foch, Suresnes, France
| | - François Thillays
- Department of radiotherapy, Comprehensive Cancer Center, Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Elvire Pons-Tostivint
- Nantes University, Centre Hospitalier Universitaire Nantes, Medical Oncology, F-44000 Nantes, France; Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, CRCI2NA, Nantes, France.
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Levis M, Gastino A, De Giorgi G, Mantovani C, Bironzo P, Mangherini L, Ricci AA, Ricardi U, Cassoni P, Bertero L. Modern Stereotactic Radiotherapy for Brain Metastases from Lung Cancer: Current Trends and Future Perspectives Based on Integrated Translational Approaches. Cancers (Basel) 2023; 15:4622. [PMID: 37760591 PMCID: PMC10526239 DOI: 10.3390/cancers15184622] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 09/01/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
Brain metastases (BMs) represent the most frequent metastatic event in the course of lung cancer patients, occurring in approximately 50% of patients with non-small-cell lung cancer (NSCLC) and in up to 70% in patients with small-cell lung cancer (SCLC). Thus far, many advances have been made in the diagnostic and therapeutic procedures, allowing improvements in the prognosis of these patients. The modern approach relies on the integration of several factors, such as accurate histological and molecular profiling, comprehensive assessment of clinical parameters and precise definition of the extent of intracranial and extracranial disease involvement. The combination of these factors is pivotal to guide the multidisciplinary discussion and to offer the most appropriate treatment to these patients based on a personalized approach. Focal radiotherapy (RT), in all its modalities (radiosurgery (SRS), fractionated stereotactic radiotherapy (SRT), adjuvant stereotactic radiotherapy (aSRT)), is the cornerstone of BM management, either alone or in combination with surgery and systemic therapies. We review the modern therapeutic strategies available to treat lung cancer patients with brain involvement. This includes an accurate review of the different technical solutions which can be exploited to provide a "state-of-art" focal RT and also a detailed description of the systemic agents available as effective alternatives to SRS/SRT when a targetable molecular driver is present. In addition to the validated treatment options, we also discuss the future perspective for focal RT, based on emerging clinical reports (e.g., SRS for patients with many BMs from NSCLC or SRS for BMs from SCLC), together with a presentation of innovative and promising findings in translational research and the combination of novel targeted agents with SRS/SRT.
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Affiliation(s)
- Mario Levis
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Alessio Gastino
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Greta De Giorgi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Cristina Mantovani
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paolo Bironzo
- Oncology Unit, Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, 10043 Orbassano, Italy;
| | - Luca Mangherini
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Alessia Andrea Ricci
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Umberto Ricardi
- Radiation Oncology Unit, Department of Oncology, University of Turin, 10126 Turin, Italy; (M.L.); (A.G.); (G.D.G.); (C.M.); (U.R.)
| | - Paola Cassoni
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
| | - Luca Bertero
- Pathology Unit, Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (L.M.); (A.A.R.); (P.C.)
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18
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Deng F, Liu Z, Fang W, Niu L, Chu X, Cheng Q, Zhang Z, Zhou R, Yang G. MRI radiomics for brain metastasis sub-pathology classification from non-small cell lung cancer: a machine learning, multicenter study. Phys Eng Sci Med 2023; 46:1309-1320. [PMID: 37460894 DOI: 10.1007/s13246-023-01300-0] [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: 03/23/2023] [Accepted: 07/04/2023] [Indexed: 09/07/2023]
Abstract
The objective of this study is to develop a machine-learning model that can accurately distinguish between different histologic types of brain lesions in patients with non-small cell lung cancer (NSCLC) when it is not safe or feasible to perform a biopsy. To achieve this goal, the study utilized data from two patient cohorts: 116 patients from Xiangya Hospital and 35 patients from Yueyang Central Hospital. A total of eight machine learning algorithms, including Xgboost, were compared. Additionally, a 3-dimensional convolutional neural network was trained using transfer learning to further evaluate the performance of these models. The SHapley Additive exPlanations (SHAP) method was developed to determine the most important features in the best-performing model after hyperparameter optimization. The results showed that the area under the curve (AUC) for the classification of brain lesions as either lung adenocarcinoma or squamous carcinoma ranged from 0.60 to 0.87. The model based on single radiomics features extracted from contrast-enhanced T1 MRI and utilizing the Xgboost algorithm demonstrated the highest performance (AUC: 0.85) in the internal validation set and adequate performance (AUC: 0.80) in the independent external validation set. The SHAP values also revealed the impact of individual features on the classification results. In conclusion, the use of a radiomics model incorporating contrast-enhanced T1 MRI, Xgboost, and SHAP algorithms shows promise in accurately and interpretably identifying brain lesions in patients with NSCLC.
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Affiliation(s)
- Fuxing Deng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Zhiyuan Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Wei Fang
- Department of Radiology, Yueyang Central Hospital, Yueyang, 414000, China
| | - Lishui Niu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Xianjing Chu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Quan Cheng
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China
- Department of Neurosurgery, Xiangya Hospital, Central South University, Changsha, 410008, China
| | - Zijian Zhang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China.
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China.
| | - Rongrong Zhou
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan Province, 410008, China.
- Xiangya Lung Cancer Center, Xiangya Hospital, Central South University, Changsha, 410008, China.
| | - Guang Yang
- National Heart and Lung Institute, Imperial College London, London, UK
- Cardiovascular Research Centre, Royal Brompton Hospital, London, UK
- School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
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19
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Rusthoven CG, Staley AW, Gao D, Yomo S, Bernhardt D, Wandrey N, El Shafie R, Kraemer A, Padilla O, Chiang V, Faramand AM, Palmer JD, Zacharia BE, Wegner RE, Hattangadi-Gluth JA, Levy A, Bernstein K, Mathieu D, Cagney DN, Chan MD, Grills IS, Braunstein S, Lee CC, Sheehan JP, Kluwe C, Patel S, Halasz LM, Andratschke N, Deibert CP, Verma V, Trifiletti DM, Cifarelli CP, Debus J, Combs SE, Sato Y, Higuchi Y, Aoyagi K, Brown PD, Alami V, Niranjan A, Lunsford LD, Kondziolka D, Camidge DR, Kavanagh BD, Robin TP, Serizawa T, Yamamoto M. Comparison of first-line radiosurgery for small-cell and non-small cell lung cancer brain metastases (CROSS-FIRE). J Natl Cancer Inst 2023; 115:926-936. [PMID: 37142267 PMCID: PMC10407696 DOI: 10.1093/jnci/djad073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 03/23/2023] [Accepted: 04/28/2023] [Indexed: 05/06/2023] Open
Abstract
INTRODUCTION Historical reservations regarding stereotactic radiosurgery (SRS) for small-cell lung cancer (SCLC) brain metastases include concerns for short-interval and diffuse central nervous system (CNS) progression, poor prognoses, and increased neurological mortality specific to SCLC histology. We compared SRS outcomes for SCLC and non-small cell lung cancer (NSCLC) where SRS is well established. METHODS Multicenter first-line SRS outcomes for SCLC and NSCLC from 2000 to 2022 were retrospectively collected (n = 892 SCLC, n = 4785 NSCLC). Data from the prospective Japanese Leksell Gamma Knife Society (JLGK0901) clinical trial of first-line SRS were analyzed as a comparison cohort (n = 98 SCLC, n = 814 NSCLC). Overall survival (OS) and CNS progression were analyzed using Cox proportional hazard and Fine-Gray models, respectively, with multivariable adjustment for cofactors including age, sex, performance status, year, extracranial disease status, and brain metastasis number and volume. Mutation-stratified analyses were performed in propensity score-matched retrospective cohorts of epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) positive NSCLC, mutation-negative NSCLC, and SCLC. RESULTS OS was superior for patients with NSCLC compared to SCLC in the retrospective dataset (median OS = 10.5 vs 8.6 months; P < .001) and in the JLGK0901 dataset. Hazard estimates for first CNS progression favoring NSCLC were similar in both datasets but reached statistical significance in the retrospective dataset only (multivariable hazard ratio = 0.82, 95% confidence interval = 0.73 to 0.92, P = .001). In the propensity score-matched cohorts, there were continued OS advantages for NSCLC patients (median OS = 23.7 [EGFR and ALK positive NSCLC] vs 13.6 [mutation-negative NSCLC] vs 10.4 months [SCLC], pairwise P values < 0.001), but no statistically significant differences in CNS progression were observed in the matched cohorts. Neurological mortality and number of lesions at CNS progression were similar for NSCLC and SCLC patients. Leptomeningeal progression was increased in patients with NSCLC compared to SCLC in the retrospective dataset only (multivariable hazard ratio = 1.61, 95% confidence interval = 1.14 to 2.26, P = .007). CONCLUSIONS After SRS, SCLC histology was associated with shorter OS compared to NSCLC. CNS progression occurred earlier in SCLC patients overall but was similar in patients matched on baseline factors. SCLC was not associated with increased neurological mortality, number of lesions at CNS progression, or leptomeningeal progression compared to NSCLC. These findings may better inform clinical expectations and individualized decision making regarding SRS for SCLC patients.
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Affiliation(s)
- Chad G Rusthoven
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Alyse W Staley
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Dexiang Gao
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Shoji Yomo
- Division of Radiation Oncology, Aizawa Comprehensive Cancer Center, Division of Radiation Oncology, Aizawa Hospital, Matsumoto, Japan
| | - Denise Bernhardt
- Department of Radiation Oncology, Technical University of Munich (TUM), Munich, Germany
| | - Narine Wandrey
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Rami El Shafie
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- Department of Radiation Oncology, University Medical Center Göttingen, Göttingen, Germany
| | - Anna Kraemer
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
| | - Oscar Padilla
- Department of Radiation Oncology, Columbia University Irving Medical Center, New York, NY, USA
| | - Veronica Chiang
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
| | - Andrew M Faramand
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Joshua D Palmer
- Department of Radiation Oncology, The James Comprehensive Cancer Center at The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Brad E Zacharia
- Department of Neurosurgery, Penn State Health Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Rodney E Wegner
- Division of Radiation Oncology, Allegheny Health Network Cancer Institute, Pittsburgh, PA, USA
| | | | - Antonin Levy
- Department of Radiation Oncology, Gustave Roussy, Villejuif, Université Paris Saclay, France
| | - Kenneth Bernstein
- Department of Radiation Oncology, New York University Langone Medical Center, New York, NY, USA
| | - David Mathieu
- Division of Neurosurgery, Université de Sherbrooke, Centre de Recherche du CHUS, Sherbrooke, QC, Canada
| | - Daniel N Cagney
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Michael D Chan
- Department of Radiation Oncology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Inga S Grills
- Department of Radiation Oncology, Beaumont Health System, Royal Oak, MI, USA
| | - Steve Braunstein
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, USA
| | - Cheng-Chia Lee
- Taipei Veterans General Hospital, Department of Neurosurgery, Neurological Institute, Taipei, Taiwan
| | - Jason P Sheehan
- Department of Neurological Surgery, University of Virginia, Charlottesville, VA, USA
| | - Christien Kluwe
- Department of Radiation Oncology, Vanderbilt University, Nashville, TN, USA
| | - Samir Patel
- Division of Radiation Oncology, Department of Oncology, University of Alberta, Edmonton, Alberta, Canada
| | - Lia M Halasz
- Department of Radiation Oncology, University of Washington School of Medicine, Seattle, WA, USA
| | - Nicolaus Andratschke
- Department of Radiation Oncology, University Hospital Zurich (USZ), The University of Zurich, Zurich, Switzerland
| | | | - Vivek Verma
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Daniel M Trifiletti
- Department of Radiation Oncology, Mayo Clinic Jacksonville, Jacksonville, FL, USA
| | | | - Jürgen Debus
- Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany
- National Center for Radiation Oncology (NCRO), Heidelberg Institute for Radiation Oncology (HIRO), Heidelberg, Germany
- National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Deutsches Konsortium für Translationale Krebsforschung (DKTK), Partner Site Heidelberg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Stephanie E Combs
- Department of Radiation Oncology, Technical University of Munich (TUM), Munich, Germany
| | - Yasunori Sato
- Department of Preventive Medicine and Public Health, Keio University School of Medicine, Tokyo, Japan
| | - Yoshinori Higuchi
- Department of Neurological Surgery, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kyoko Aoyagi
- Gamma Knife House, Chiba Cerebral and Cardiovascular Center, Chiba, Japan
| | - Paul D Brown
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Vida Alami
- University of Colorado Cancer Center, Biostatistics Core, Aurora, CO, USA
| | - Ajay Niranjan
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - L Dade Lunsford
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Douglas Kondziolka
- Department of Neurosurgery and Radiation Oncology, New York University Langone Medical Center, New York, NY, USA
| | - D Ross Camidge
- Division of Medical Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Brian D Kavanagh
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Tyler P Robin
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA
| | - Toru Serizawa
- Tokyo Gamma Unit Center, Tsukiji Neurological Clinic, Tokyo, Japan
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20
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Kang TMJ, Ratnayake G, Wada M, Phillips C, Ruben J, Senthi S, Foroudi F, Millar J, Ong WL. Real-world data on patterns and outcomes of radiation therapy for brain metastases in a population-based cohort of lung cancer patients in Victoria. J Med Imaging Radiat Oncol 2023; 67:546-555. [PMID: 37272446 DOI: 10.1111/1754-9485.13545] [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: 01/02/2023] [Accepted: 05/21/2023] [Indexed: 06/06/2023]
Abstract
INTRODUCTION We evaluated real-world data on the patterns and outcomes of radiotherapy (RT) for brain metastases (BM) in a population-based cohort of patients with lung cancer (LC) in Victoria. METHODS The Victorian Radiotherapy Minimum Data set (VRMDS) and the Victorian Cancer Registry (VCR) were linked to identify patients with LC who underwent RT for BM between 2013 and 2016. We determined: (i) proportion of patients treated with stereotactic radiosurgery (SRS); (ii) overall survival (OS); and (iii) 30-day mortality (30M) following RT for BM. RESULTS Of the 1001 patients included in the study, 193 (19%) had SRS. There was no significant increase in SRS use over time - from 18% in 2013 to 21% in 2016 (P-trend = 0.8). In multivariate analyses, increased age (P = 0.03) and treatment in regional centres (P < 0.001) were independently associated with lower likelihood of SRS treatment. The median OS following RT for BM was 3.6 months. Patients who had SRS had better OS than those who did not have SRS (median OS 8.9 months vs. 3 months, P < 0.01). SRS use, age, sex and year of treatment were independently associated with OS in multivariate analyses. A total of 184 (18%) patients died within 30 days of RT for BM, and the proportion was higher in older (P = 0.001) and male patients (P = 0.004). CONCLUSION One-in-five LC patients who received RT for BM had SRS. The improved OS with SRS is likely confounded by patient selection. It is important to reduce 30M by better selecting patients who may not benefit from RT for BM.
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Affiliation(s)
- Therese Min Jung Kang
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Gishan Ratnayake
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Radiation Oncology, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Morikatsu Wada
- Department of Radiation Oncology, Olivia Newton-John Cancer Wellness and Research Centre, Austin Health, Melbourne, Victoria, Australia
| | - Claire Phillips
- Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Jeremy Ruben
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Sashendra Senthi
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Farshad Foroudi
- Department of Radiation Oncology, Olivia Newton-John Cancer Wellness and Research Centre, Austin Health, Melbourne, Victoria, Australia
| | - Jeremy Millar
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Wee Loon Ong
- Alfred Health Radiation Oncology, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Odette Cancer Centre, University of Toronto, Toronto, Ontario, Canada
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21
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Christopoulos P. Tackling the challenge of brain involvement in driver-negative non-small cell lung cancer. Transl Lung Cancer Res 2023; 12:1364-1368. [PMID: 37577317 PMCID: PMC10413019 DOI: 10.21037/tlcr-23-347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 07/06/2023] [Indexed: 08/15/2023]
Affiliation(s)
- Petros Christopoulos
- Department of Medical Oncology, Thoraxklinik and National Center for Tumor Diseases at Heidelberg University Hospital, Heidelberg, Germany
- Translational Lung Research Center at Heidelberg University Hospital, Member of the German Center for Lung Research (DZL), Heidelberg, Germany
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22
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Botta FP, Rocha LA, de Souza VDGP, Dos Reis PP, Lima EDO, Ferrasi AC, Fernandes AY, Zanini MA, Hamamoto Filho PT. Survival in patients undergoing surgical resection for brain metastasis from lung cancer and utility of different prognostic scales. Neurosurg Rev 2023; 46:184. [PMID: 37493965 DOI: 10.1007/s10143-023-02092-3] [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: 06/16/2023] [Revised: 06/19/2023] [Accepted: 07/15/2023] [Indexed: 07/27/2023]
Abstract
Brain metastases (BM) from lung cancer are among the most common intracranial tumors. Several studies have published scales to estimate the survival of patients with BM. Routine access to molecular diagnostics and modern oncologic treatments, including targeted therapy and immunotherapy, is limited in low- and middle-income countries (LMICs); therefore, incorporating them into recent prognostic scales may diminish the reliability of the scales in LMICs. This retrospective study aimed to determine the survival of 55 patients who were surgically treated for BM from lung cancer at a Brazilian public tertiary teaching hospital between 2012 and 2022. We determined clinical factors associated with survival, and compared observed survival rates with the estimated survival on prognostic scales. The mean overall survival (OS) was 9.3 months (range:0.2-76.5). At univariate analysis, female sex and improved postoperative Karnofsky performance status (KPS) score were associated with longer survival. The median survival did not differ between groups when classified using the Graded Prognostic Assessment (GPA)-2008, Lung-molecular GPA-2017, and Lung-GPA-2021 scales. According to the Diagnosis-Specific (DS)-GPA-2012 scale, there was a significant difference between the groups. In the multivariate Cox regression survival analysis, a higher DS-GPA-2012 and improved postoperative KPS score remained significantly associated with longer survival. In conclusion, this cohort showed a mean OS of < 1 year. Improved KPS score after surgery was associated with increased survival. This cohort DS-GPA scale demonstrated the highest concordance with observed survival, indicating its potential as a valuable tool for patient stratification in surgical treatment decision-making in LMICs.
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Affiliation(s)
- Fábio Pires Botta
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | | | | | - Patrícia Pintor Dos Reis
- Department of Surgery and Orthopedics, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Estela de Oliveira Lima
- Department of Internal Medicine, UNESP - São Paulo State University, Botucatu Medical School, Botucatu, Brazil
| | - Adriana Camargo Ferrasi
- Department of Internal Medicine, UNESP - São Paulo State University, Botucatu Medical School, Botucatu, Brazil
| | - Adriano Yacubian Fernandes
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Marco Antônio Zanini
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil
| | - Pedro Tadao Hamamoto Filho
- Department of Neurology, Psychology and Psychiatry, UNESP - São Paulo State University. Botucatu Medical School, Botucatu, Brazil.
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23
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van Schie P, Rijksen BLT, Bot M, Wiersma T, Merckel LG, Brandsma D, Compter A, de Witt Hamer PC, Post R, Borst GR. Optimizing treatment of brain metastases in an era of novel systemic treatments: a single center consecutive series. J Neurooncol 2023:10.1007/s11060-023-04343-1. [PMID: 37266846 PMCID: PMC10322956 DOI: 10.1007/s11060-023-04343-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 05/12/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND The multidisciplinary management of patients with brain metastases consists of surgical resection, radiation treatment and systemic treatment. Tailoring and timing these treatment modalities is challenging. This study presents real-world data from consecutively treated patients and assesses the impact of all treatment strategies and their relation with survival. The aim is to provide new insights to improve multidisciplinary decisions towards individualized treatment strategies in patients with brain metastases. METHODS A retrospective consecutive cohort study was performed. Patients with brain metastases were included between June 2018 and May 2020. Brain metastases of small cell lung carcinoma were excluded. Overall survival was analyzed in multivariable models. RESULTS 676 patients were included in the study, 596 (88%) received radiotherapy, 41 (6%) awaited the effect of newly started or switched systemic treatment and 39 (6%) received best supportive care. Overall survival in the stereotactic radiotherapy group was 14 months (IQR 5-32) and 32 months (IQR 11-43) in patients who started or switched systemic treatment and initially did not receive radiotherapy. In patients with brain metastases without options for local or systemic treatment best supportive care was provided, these patients had an overall survival of 0 months (IQR 0-1). Options for systemic treatment, Karnofsky Performance Score ≥ 70 and breast cancer were prognostic for a longer overall survival, while progressive extracranial metastases and whole-brain-radiotherapy were prognostic for shorter overall survival. CONCLUSIONS Assessing prognosis in light of systemic treatment options is crucial after the diagnosis of brain metastasis for the consideration of radiotherapy versus best supportive care.
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Affiliation(s)
- P van Schie
- Department of Neurosurgery, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - B L T Rijksen
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - M Bot
- Department of Neurosurgery, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - T Wiersma
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - L G Merckel
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - D Brandsma
- Department of Neurology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - A Compter
- Department of Neurology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - P C de Witt Hamer
- Department of Neurosurgery, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - R Post
- Department of Neurosurgery, Amsterdam UMC location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands.
- Amsterdam Neuroscience, Amsterdam, The Netherlands.
- Cancer Center Amsterdam, Amsterdam, The Netherlands.
- Department of Neurosurgery, Amsterdam University Medical Centres, Location AMC, PO Box 22660, 1100 DD, Amsterdam, The Netherlands.
| | - G R Borst
- Department of Radiation Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
- Division of Cancer Sciences, School of Medical Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health & Manchester Cancer Research Centre, Manchester Academic Health Science Centre (MAHSC), University of Manchester, Manchester, UK.
- Departments of Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK.
- Department of Radiotherapy Related Research, The Christie NHS Foundation Trust, Dept 58, Floor 2a, Room 21-2-13, Wilmslow Road, Manchester, M20 4BX, UK.
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Nagai N, Koide Y, Shindo Y, Hashimoto S, Tachibana H, Kodaira T, Ishihara S, Naganawa S. Retrospective non-inferiority study of stereotactic radiosurgery for more than ten brain metastases. J Neurooncol 2023; 163:385-395. [PMID: 37286638 DOI: 10.1007/s11060-023-04358-8] [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: 05/04/2023] [Accepted: 05/29/2023] [Indexed: 06/09/2023]
Abstract
AIM This study aimed to investigate the clinical benefits of stereotactic radiosurgery (SRS) in patients with > 10 brain metastases (BM) compared to patients with 2-10 BM. METHODS The study included multiple BM patients who underwent SRS between 2014 and 2022, excluding patients who underwent whole brain radiotherapy, had a Karnofsky Performance Status score < 60, suspected leptomeningeal disease, or a single BM lesion. Patients were divided into two groups (2-10 and > 10 BM groups) and matched 2:1 based on propensity scores. The primary endpoint was overall survival (OS) in the matched dataset, with intracranial progression-free survival (PFS) as the secondary endpoint. Non-inferiority was established if the upper limit of the 95% confidence interval (CI) of the adjusted hazard ratio was below 1.3. RESULTS Of the 1042 patients identified, 434 met eligibility criteria. After propensity score matching, 240 patients were analyzed (160 in the BM 2-10 group and 80 in the > 10 BM group). The median OS was 18.2 months in the 2-10 BM group and 19.4 months in the > 10 BM group (P = 0.60). The adjusted hazard ratio was 0.86 (95% CI: 0.59-1.24), indicating non-inferiority. PFS was not significantly different between the groups (4.8 months vs. 4.8 months, P = 0.94). The number of BM did not significantly impact OS or PFS. CONCLUSIONS SRS for selected patients with > 10 BM was non-inferior in terms of OS compared to those with 2-10 BM in a propensity score-matched dataset.
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Affiliation(s)
- Naoya Nagai
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yutaro Koide
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan.
| | - Yurika Shindo
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shingo Hashimoto
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Hiroyuki Tachibana
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Takeshi Kodaira
- Department of Radiation Oncology, Aichi Cancer Center, Kanokoden 1-1, Chikusa-Ku, Nagoya, Aichi, Postal Code: 464-0824, Japan
| | - Shunichi Ishihara
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Shinji Naganawa
- Department of Radiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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25
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Carpenter DJ, Leng J, Arshad M, Giles W, Kirkpatrick JP, Floyd SR, Chmura SJ, Salama JK, Hong JC. Intracranial and Extracranial Progression and Their Correlation With Overall Survival After Stereotactic Radiosurgery in a Multi-institutional Cohort With Brain Metastases. JAMA Netw Open 2023; 6:e2310117. [PMID: 37099292 PMCID: PMC10134007 DOI: 10.1001/jamanetworkopen.2023.10117] [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: 12/09/2022] [Accepted: 03/13/2023] [Indexed: 04/27/2023] Open
Abstract
Importance Clinical trials for metastatic malignant neoplasms are increasingly being extended to patients with brain metastases. Despite the preeminence of progression-free survival (PFS) as a primary oncologic end point, the correlation of intracranial progression (ICP) and extracranial progression (ECP) events with overall survival (OS) is poorly understood for patients with brain metastases following stereotactic radiosurgery (SRS). Objective To determine the correlation of ICP and ECP with OS among patients with brain metastases completing an initial SRS course. Design, Setting, and Participants This multi-institutional retrospective cohort study was conducted from January 1, 2015, to December 31, 2020. We included patients who completed an initial course of SRS for brain metastases during the study period, including receipt of single and/or multifraction SRS, prior whole-brain radiotherapy, and brain metastasis resection. Data analysis was performed on November 15, 2022. Exposures Non-OS end points included intracranial PFS, extracranial PFS, PFS, time to ICP, time to ECP, and any time to progression. Progression events were radiologically defined, incorporating multidisciplinary clinical consensus. Main Outcomes and Measures The primary outcome was correlation of surrogate end points to OS. Clinical end points were estimated from time of SRS completion via the Kaplan-Meier method, while end-point correlation to OS was measured using normal scores rank correlation with the iterative multiple imputation approach. Results This study included 1383 patients, with a mean age of 63.1 years (range, 20.9-92.8 years) and a median follow-up of 8.72 months (IQR, 3.25-19.68 months). The majority of participants were White (1032 [75%]), and more than half (758 [55%]) were women. Common primary tumor sites included the lung (757 [55%]), breast (203 [15%]), and skin (melanoma; 100 [7%]). Intracranial progression was observed in 698 patients (50%), preceding 492 of 1000 observed deaths (49%). Extracranial progression was observed in 800 patients (58%), preceding 627 of 1000 observed deaths (63%). Irrespective of deaths, 482 patients (35%) experienced both ICP and ECP, 534 (39%) experienced ICP (216 [16%]) or ECP (318 [23%]), and 367 (27%) experienced neither. The median OS was 9.93 months (95% CI, 9.08-11.05 months). Intracranial PFS had the highest correlation with OS (ρ = 0.84 [95% CI, 0.82-0.85]; median, 4.39 months [95% CI, 4.02-4.92 months]). Time to ICP had the lowest correlation with OS (ρ = 0.42 [95% CI, 0.34-0.50]) and the longest median time to event (median, 8.76 months [95% CI, 7.70-9.48 months]). Across specific primary tumor types, correlations of intracranial PFS and extracranial PFS with OS were consistently high despite corresponding differences in median outcome durations. Conclusions and Relevance The results of this cohort study of patients with brain metastases completing SRS suggest that intracranial PFS, extracranial PFS, and PFS had the highest correlations with OS and time to ICP had the lowest correlation with OS. These data may inform future patient inclusion and end-point selection for clinical trials.
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Affiliation(s)
- David J. Carpenter
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Jim Leng
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Muzamil Arshad
- Department of Radiation Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Will Giles
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Scott R. Floyd
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Steven J. Chmura
- Department of Radiation Oncology, University of Chicago Medical Center, Chicago, Illinois
| | - Joseph K. Salama
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
- Radiation Oncology Clinical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina
| | - Julian C. Hong
- Department of Radiation Oncology, University of California, San Francisco
- Bakar Computational Health Sciences Institute, University of California, San Francisco
- Joint Program in Computational Precision Health, University of California, San Francisco, and University of California, Berkeley
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26
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Nieder C, Andratschke NH, Grosu AL. Brain Metastases: Is There Still a Role for Whole-Brain Radiation Therapy? Semin Radiat Oncol 2023; 33:129-138. [PMID: 36990630 DOI: 10.1016/j.semradonc.2023.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
Whole-brain radiation therapy (WBRT) has commonly been prescribed to palliate symptoms from brain metastases, to reduce the risk of local relapse after surgical resection, and to improve distant brain control after resection or radiosurgery. While targeting micrometastases throughout the brain can be considered advantageous, the simultaneous exposure of healthy brain tissue might cause adverse events. Attempts to mitigate the risk of neurocognitive decline after WBRT include the selective avoidance of the hippocampi, among others. Besides selective dose reduction, dose escalation to boost volumes, for example, simultaneous integrated boost, aiming at increased tumor control probability is technically feasible. While up-front radiotherapy for newly diagnosed brain metastases often employs radiosurgery or other techniques targeting visible lesions only, sequential (delayed) salvage treatment with WBRT might still become necessary. In addition, the presence of leptomeningeal tumors or very widespread parenchymatous brain metastases might prompt clinicians to prescribe early WBRT.
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27
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Kępka L. Re-Whole Brain Radiotherapy for Brain Metastases: How to Evaluate an Outcome of Repeat Treatment When Its First Use Is Debatable. Cancers (Basel) 2023; 15:cancers15061790. [PMID: 36980676 PMCID: PMC10046404 DOI: 10.3390/cancers15061790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 03/18/2023] Open
Abstract
Recently, a review on a pertinent issue of repeat whole-brain radiotherapy (re-WBRT) for recurring brain metastases was published [...]
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Affiliation(s)
- Lucyna Kępka
- Department of Radiotherapy, Military Institute of Medicine-National Research Institute, 04-141 Warsaw, Poland
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28
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Higaki H, Nishioka K, Otsuka M, Nishikawa N, Shido M, Minatogawa H, Nishikawa Y, Takashina R, Hashimoto T, Katoh N, Taguchi H, Kinoshita R, Yasuda K, Mori T, Uchinami Y, Koizumi F, Fujita Y, Takahashi S, Hattori T, Nishiyama N, Aoyama H. Brain metastases in Japanese NSCLC patients: prognostic assessment and the use of osimertinib and immune checkpoint inhibitors-retrospective study. Radiat Oncol 2023; 18:25. [PMID: 36750899 PMCID: PMC9903535 DOI: 10.1186/s13014-023-02218-3] [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: 05/30/2022] [Accepted: 01/31/2023] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND The Graded Prognostic Assessment for lung cancer using molecular markers (Lung-molGPA) has not been validated for use with Japanese non-small cell lung cancer (NSCLC) patients with brain metastasis (BM) and the factors impacting survival need to be assessed. METHODS We retrospectively analyzed 294 NSCLC patients who were newly diagnosed with BM between 2013 and 2020 and had received radiotherapy for BM initially at the Hokkaido Cancer Center. We evaluated the effect on the prognosis of Lung-molGPA items, the expression of PD-L1 (classified as high, low, and no expression), and the treatment history. The main outcome was the survival measured from the day of the diagnosis of BM, and log-rank tests were performed to evaluate the results. RESULTS The median overall survival (OS) times for adenocarcinoma by groups of GPA scores (0‒1.0, 1.5‒2.0, 2.5‒3.0, and 3.5‒4.0) were 5.5, 14.8, 28.3, and 39.0 months (p < 0.0001), respectively. The median survival times for non-adenocarcinoma by groups of GPA scores (0‒1.0, 1.5‒2.0, and 2.5‒3.0) were 3.2, 11.0, and 16.0 months (p = 0.0011), respectively. In adenocarcinoma patients with gene mutations, osimertinib significantly improved the outcome (median OS: 34.2 and 17.6 months with and without osimertinib, respectively (p = 0.0164)). There was no significant difference in the OS between patients who were initially treated with tyrosine-kinase inhibitor for BM and those who initially received radiotherapy (p = 0.5337). In patients tested for PD-L1 expression, the median survival times after the diagnosis of BM were 5.6, 22.5, and 9.3 months for the high-, low- and no-expression groups (p = 0.2198), respectively. Also, in patients with high PD-L1 expressions, those with ICI had survival (median OS, 8.6 months) than those without (median OS, 3.6 months). CONCLUSIONS We confirmed that Lung-molGPA successfully classified Japanese NSCLC patients with BM by the prognosis. Osimertinib prolonged survival of EGFR-positive NSCLC patients with BM, and ICI was effective in patients with high PD-L1 expressions.
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Affiliation(s)
- Hajime Higaki
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Kentaro Nishioka
- grid.39158.360000 0001 2173 7691Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, Sapporo, Hokkaido Japan
| | - Manami Otsuka
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan ,grid.415270.5Department of Radiation Therapy, Hokkaido Cancer Center, Sapporo, Japan
| | - Noboru Nishikawa
- grid.412167.70000 0004 0378 6088Department of Radiation Oncology, Hokkaido University Hospital, Sapporo, Japan
| | - Motoyasu Shido
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Hideki Minatogawa
- grid.415270.5Department of Radiation Therapy, Hokkaido Cancer Center, Sapporo, Japan
| | - Yukiko Nishikawa
- grid.415270.5Department of Radiation Therapy, Hokkaido Cancer Center, Sapporo, Japan
| | - Rikiya Takashina
- grid.415270.5Department of Radiation Therapy, Hokkaido Cancer Center, Sapporo, Japan
| | - Takayuki Hashimoto
- grid.39158.360000 0001 2173 7691Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, Sapporo, Hokkaido Japan
| | - Norio Katoh
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Hiroshi Taguchi
- grid.412167.70000 0004 0378 6088Department of Radiation Oncology, Hokkaido University Hospital, Sapporo, Japan
| | - Rumiko Kinoshita
- grid.412167.70000 0004 0378 6088Department of Radiation Oncology, Hokkaido University Hospital, Sapporo, Japan
| | - Koichi Yasuda
- grid.412167.70000 0004 0378 6088Department of Radiation Oncology, Hokkaido University Hospital, Sapporo, Japan
| | - Takashi Mori
- grid.412167.70000 0004 0378 6088Department of Radiation Oncology, Hokkaido University Hospital, Sapporo, Japan
| | - Yusuke Uchinami
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Fuki Koizumi
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Yoshihiro Fujita
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Shuhei Takahashi
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Takahiro Hattori
- grid.39158.360000 0001 2173 7691Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido 060-8638 Japan
| | - Noriaki Nishiyama
- grid.415270.5Department of Radiation Therapy, Hokkaido Cancer Center, Sapporo, Japan
| | - Hidefumi Aoyama
- Department of Radiation Oncology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Kita 15-Jo Nishi 7-Chome, Kita-Ku, Sapporo, Hokkaido, 060-8638, Japan.
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Schröder C, Windisch P, Lütscher J, Zwahlen DR, Förster R. Validation and discussion of clinical practicability of the 2022 graded prognostic assessment for NSCLC adenocarcinoma patients with brain metastases in a routine clinical cohort. Front Oncol 2023; 13:1042548. [PMID: 37020868 PMCID: PMC10067866 DOI: 10.3389/fonc.2023.1042548] [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: 09/12/2022] [Accepted: 02/16/2023] [Indexed: 04/07/2023] Open
Abstract
Introduction The goal of this analysis is to validate the 2022 graded prognostic assessment (GPA) for patients with brain metastases from adenocarcinoma of the lung and to discuss its clinical practicability. Methods/material 137 patients with adenocarcinoma of the lung were included in this analysis. The disease specific GPA for NSCLC, Lung-molGPA and the GPA for NSCLC adenocarcinoma were calculated. Overall survival was calculated for each GPA group. Additionally, expected and actual OS in the prognostic groups of the GPA available at the time of the patients' diagnosis was compared. Results Median overall survival (OS) from diagnosis of brain metastases was 15 months (95% confidence interval (CI) 9.7-20.3 months). The median OS in the three individual prognostic groups was 7 months for GPA 0-1, 16 months for GPA 1.5-2, 33 months for GPA 2.5-3 and not reached for GPA 3.5-4 (p<0.001). Median survival times for the individual groups were similar to those published in the original GPA publication. Regarding the expected and actual OS when using the available GPA at the time of diagnosis there was an underestimation of survival of more than 3 months for all except the worst prognosis group. Conclusion We were able to validate the 2022 GPA for NSCLC adenocarcinoma patients with brain metastases in a similar cohort from a non-academic center. However, the practical applicability regarding the expected median OS might be limited due to the constantly evolving treatment landscape and the consecutive improvement in overall survival.
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Billena C, Lobbous M, Cordova CA, Peereboom D, Torres-Trejo A, Chan T, Murphy E, Chao ST, Suh J, Yu JS. The role of targeted therapy and immune therapy in the management of non-small cell lung cancer brain metastases. Front Oncol 2023; 13:1110440. [PMID: 36910642 PMCID: PMC9997098 DOI: 10.3389/fonc.2023.1110440] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 01/30/2023] [Indexed: 02/25/2023] Open
Abstract
Brain metastases are a significant source of morbidity and mortality in patients with non-small cell lung cancer. Historically, surgery and radiation therapy have been essential to maintaining disease control within the central nervous system due to poorly penetrant conventional chemotherapy. With the advent of targeted therapy against actionable driver mutations, there is potential to control limited and asymptomatic intracranial disease and delay local therapy until progression. In this review paper, intracranial response rates and clinical outcomes to biological and immune therapies are summarized from the literature and appraised to assist clinical decision making and identify areas for further research. Future clinical trials ought to prioritize patient-centered quality of life and neurocognitive measures as major outcomes and specifically stratify patients based on mutational marker status, disease burden, and symptom acuity.
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Affiliation(s)
- Cole Billena
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Mina Lobbous
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Christine A Cordova
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - David Peereboom
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Alejandro Torres-Trejo
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Timothy Chan
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Erin Murphy
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Samuel T Chao
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - John Suh
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Jennifer S Yu
- Department of Radiation Oncology, Cleveland Clinic Foundation, Cleveland, OH, United States.,Brain Tumor and Neuro-Oncology Center, Cleveland Clinic Foundation, Cleveland, OH, United States.,Center for Cancer Stem Cell Biology, Department of Cancer Biology, Cleveland Clinic Foundation, Cleveland, OH, United States
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Carpenter DJ, Fairchild AT, Adamson JD, Fecci PE, Sampson JH, Herndon JE, Torok JA, Mullikin TC, Kim GJ, Reitman ZJ, Kirkpatrick JP, Floyd SR. Outcomes in Patients with Intact and Resected Brain Metastasis Treated with 5-Fraction Stereotactic Radiosurgery. Adv Radiat Oncol 2022; 8:101166. [PMID: 36845614 PMCID: PMC9943776 DOI: 10.1016/j.adro.2022.101166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Accepted: 12/23/2022] [Indexed: 12/31/2022] Open
Abstract
Purpose Hypofractionated stereotactic radiosurgery (HF-SRS) with or without surgical resection is potentially a preferred treatment for larger or symptomatic brain metastases (BMs). Herein, we report clinical outcomes and predictive factors following HF-SRS. Methods and Materials Patients undergoing HF-SRS for intact (iHF-SRS) or resected (rHF-SRS) BMs from 2008 to 2018 were retrospectively identified. Linear accelerator-based image-guided HF-SRS consisted of 5 fractions at 5, 5.5, or 6 Gy per fraction. Time to local progression (LP), time to distant brain progression (DBP), and overall survival (OS) were calculated. Cox models assessed effect of clinical factors on OS. Fine and Gray's cumulative incidence model for competing events examined effect of factors on LP and DBP. The occurrence of leptomeningeal disease (LMD) was determined. Logistic regression examined predictors of LMD. Results Among 445 patients, median age was 63.5 years; 87% had Karnofsky performance status ≥70. Fifty-three % of patients underwent surgical resection, and 75% received 5 Gy per fraction. Patients with resected BMs had higher Karnofsky performance status (90-100, 41 vs 30%), less extracranial disease (absent, 25 vs 13%), and fewer BMs (multiple, 32 vs 67%). Median diameter of the dominant BM was 3.0 cm (interquartile range, 1.8-3.6 cm) for intact BMs and 4.6 cm (interquartile range, 3.9-5.5 cm) for resected BMs. Median OS was 5.1 months (95% confidence interval [CI], 4.3-6.0) following iHF-SRS and 12.8 months (95% CI, 10.8-16.2) following rHF-SRS (P < .01). Cumulative LP incidence was 14.5% at 18 months (95% CI, 11.4-18.0%), significantly associated with greater total GTV (hazard ratio, 1.12; 95% CI, 1.05-1.20) following iFR-SRS, and with recurrent versus newly diagnosed BMs across all patients (hazard ratio, 2.28; 95% CI, 1.01-5.15). Cumulative DBP incidence was significantly greater following rHF-SRS than iHF-SRS (P = .01), with respective 24-month rates of 50.0 (95% CI, 43.3-56.3) and 35.7% (95% CI, 29.2-42.2). LMD (57 events total; 33% nodular, 67% diffuse) was observed in 17.1% of rHF-SRS and 8.1% of iHF-SRS cases (odds ratio, 2.46; 95% CI, 1.34-4.53). Any radionecrosis and grade 2+ radionecrosis events were observed in 14 and 8% of cases, respectively. Conclusions HF-SRS demonstrated favorable rates of LC and radionecrosis in postoperative and intact settings. Corresponding LMD and RN rates were comparable to those of other studies.
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Affiliation(s)
- David J. Carpenter
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina,Corresponding author: Scott Floyd, MD, PhD
| | | | - Justus D. Adamson
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Peter E. Fecci
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - John H. Sampson
- Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - James E. Herndon
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Jordan A. Torok
- Department of Radiation Oncology, St. Clair Hospital Cancer Center, Pittsburgh, Pennsylvania
| | - Trey C. Mullikin
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Grace J. Kim
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Zachary J. Reitman
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - John P. Kirkpatrick
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina,Department of Neurosurgery, Duke University Medical Center, Durham, North Carolina
| | - Scott R. Floyd
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
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Kuo CY, Tsai MJ, Hung JY, Wu KL, Tsai YM, Tsai YC, Chuang CH, Lee TH, Chen HC, Yang CJ, Chong IW. Different Tyrosine Kinase Inhibitors Used in Treating EGFR-Mutant Pulmonary Adenocarcinoma with Brain Metastasis and Intracranial Intervention Have No Impact on Clinical Outcomes. Cancers (Basel) 2022; 15:cancers15010187. [PMID: 36612183 PMCID: PMC9818223 DOI: 10.3390/cancers15010187] [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: 11/21/2022] [Revised: 12/15/2022] [Accepted: 12/24/2022] [Indexed: 12/31/2022] Open
Abstract
Brain metastasis in patients with non-small-cell lung cancer (NSCLC) harboring epidermal growth factor receptor (EGFR) mutations is a factor of poor prognosis. We conducted a retrospective study to determine the optimal treatment strategy for EGFR-mutant NSCLC patients with brain metastasis receiving or not receiving intracranial intervention. A total of 186 patients treated with an EGFR TKI were enrolled in the study, and 79 (42%) received intracranial intervention. Patients who received intracranial intervention and those who did not had a similar treatment response rate (RR), progression-free survival (PFS) (median PFS: 11.0 vs. 10.0 months, p = 0.4842), and overall survival (OS) (median OS: 23.0 vs. 23.2 months, p = 0.2484). Patients treated with gefitinib, erlotinib, afatinib, or osimertinib had a similar RR (63%, 76%, 81%, or 100%, respectively, p = 0.1390), but they had significantly different PFS (median PFS: 7.5, 10.0, 14.8 months, or not reached, respectively, p = 0.0081). In addition, OS tended to be different between different EGFR TKI treatments (median OS of 19.2, 23.7, or 33.0 months for gefitinib, erlotinib, or afatinib treatments, respectively, p = 0.0834). Afatinib and osimertinib both demonstrated significantly longer PFS than gefitinib in a Cox regression model. Graded prognostic assessment (GPA) versions 2017 and 2022 stratified patients with different OS; patients with higher GPA index scores had significantly longer OS (p = 0.0368 and 0.0407 for version 2017 and 2022, respectively).
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Affiliation(s)
- Chia-Yu Kuo
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung 81267, Taiwan
| | - Ming-Ju Tsai
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Jen-Yu Hung
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 80145, Taiwan
| | - Kuan-Li Wu
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Ying-Ming Tsai
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Yu-Chen Tsai
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 80145, Taiwan
| | - Cheng-Hao Chuang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Tai-Huang Lee
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 80145, Taiwan
| | - Huang-Chi Chen
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung 81267, Taiwan
| | - Chih-Jen Yang
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Post-Baccalaureate Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Correspondence: (C.-J.Y.); (I.-W.C.); Tel.: +886-7-320-8159 (C.-J.Y. & I.-W.C.); Fax: +886-7-316-1210 (C.-J.Y. & I.-W.C.)
| | - Inn-Wen Chong
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Respiratory Therapy, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Correspondence: (C.-J.Y.); (I.-W.C.); Tel.: +886-7-320-8159 (C.-J.Y. & I.-W.C.); Fax: +886-7-316-1210 (C.-J.Y. & I.-W.C.)
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Prognostic Model for Intracranial Progression after Stereotactic Radiosurgery: A Multicenter Validation Study. Cancers (Basel) 2022; 14:cancers14215186. [PMID: 36358606 PMCID: PMC9657742 DOI: 10.3390/cancers14215186] [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: 09/13/2022] [Revised: 10/11/2022] [Accepted: 10/14/2022] [Indexed: 11/17/2022] Open
Abstract
Stereotactic radiosurgery (SRS) is a standard of care for many patients with brain metastases. To optimize post-SRS surveillance, this study aimed to validate a previously published nomogram predicting post-SRS intracranial progression (IP). We identified consecutive patients completing an initial course of SRS across two institutions between July 2017 and December 2020. Patients were classified as low- or high-risk for post-SRS IP per a previously published nomogram. Overall survival (OS) and freedom from IP (FFIP) were assessed via the Kaplan−Meier method. Assessment of parameters impacting FFIP was performed with univariable and multivariable Cox proportional hazard models. Among 890 patients, median follow-up was 9.8 months (95% CI 9.1−11.2 months). In total, 47% had NSCLC primary tumors, and 47% had oligometastatic disease (defined as ≤5 metastastic foci) at the time of SRS. Per the IP nomogram, 53% of patients were deemed high-risk. For low- and high-risk patients, median FFIP was 13.9 months (95% CI 11.1−17.1 months) and 7.6 months (95% CI 6.4−9.3 months), respectively, and FFIP was superior in low-risk patients (p < 0.0001). This large multisite BM cohort supports the use of an IP nomogram as a quick and simple means of stratifying patients into low- and high-risk groups for post-SRS IP.
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Uto M, Torizuka D, Mizowaki T. Single isocenter stereotactic irradiation for multiple brain metastases: current situation and prospects. Jpn J Radiol 2022; 40:987-994. [PMID: 36057071 PMCID: PMC9529683 DOI: 10.1007/s11604-022-01333-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 08/24/2022] [Indexed: 10/29/2022]
Abstract
The prognosis of patients with brain metastases has dramatically improved, and long-term tumor control and reduction of the risk of late toxicities, including neurocognitive dysfunction, are important for patient quality of life. Stereotactic irradiation for multiple brain metastases, rather than whole-brain radiotherapy, can result in high local control rate with low incidence of neurocognitive deterioration and leukoencephalopathy. Recent advances in radiotherapy devices, treatment-planning systems, and image-guided radiotherapy can realize single isocenter stereotactic irradiation for multiple brain metastases (SI-STI-MBM), in which only one isocenter is sufficient to treat multiple brain metastases simultaneously. SI-STI-MBM has expanded the indications for linear accelerator-based stereotactic irradiation and considerably reduced patient burden. This review summarizes the background, methods, clinical outcomes, and specific consideration points of SI-STI-MBM. In addition, the prospects of SI-STI-MBM are addressed.
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Affiliation(s)
- Megumi Uto
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, 54, Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Daichi Torizuka
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, 54, Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Takashi Mizowaki
- Department of Radiation Oncology and Image-Applied Therapy, Kyoto University Graduate School of Medicine, 54, Shogoin Kawahara-cho, Sakyo-ku, Kyoto, 606-8507, Japan.
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External Validation of the Graded Prognostic Assessment in Patients with Brain Metastases from Small Cell Lung Cancer. Curr Oncol 2022; 29:7181-7188. [PMID: 36290842 PMCID: PMC9600349 DOI: 10.3390/curroncol29100565] [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: 09/05/2022] [Revised: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Recently, graded prognostic assessment (GPA) for small cell lung cancer (SCLC) patients with brain metastases has been developed. This includes age, performance status, number of brain metastases and presence of extracranial metastases. The aim of the present study was to validate this four-tiered prognostic score in a European cohort of patients. METHODS The retrospective validation study included 180 patients from two centers in Germany and Norway. RESULTS Median survival from radiological diagnosis of brain metastases was 7 months. The GPA point sum as continuous variable (0-4 points) was significantly associated with survival (p < 0.001). However, no significant survival difference was observed between patients in the two strata with better survival (3.5-4 and 2.5-3 points, respectively). Long-term survival in the poor prognosis group (0-1 points) was better than expected. CONCLUSION This study supports the prognostic impact of all four parameters contributing to the GPA. The original way of grouping the parameters and breaking the final strata did not give optimal results in this cohort. Therefore, additional validation databases from different countries should be created and evaluated.
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Koide Y, Nagai N, Miyauchi R, Kitagawa T, Aoyama T, Shimizu H, Tachibana H, Kodaira T. Radiotherapy or systemic therapy versus combined therapy in patients with brain metastases: a propensity-score matched study. J Neurooncol 2022; 160:191-200. [DOI: 10.1007/s11060-022-04132-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 09/07/2022] [Indexed: 11/30/2022]
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The Lung Graded Prognostic Assessment: Continued Evolution of Brain Metastases Prognostication. Int J Radiat Oncol Biol Phys 2022; 114:75-77. [PMID: 35964633 DOI: 10.1016/j.ijrobp.2022.05.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/15/2022] [Accepted: 05/28/2022] [Indexed: 11/24/2022]
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