Pub Date : 2025-12-01Epub Date: 2025-09-19DOI: 10.1080/20450907.2025.2559576
Manjusha Vaidya, Jonhoi Smith, Julia Pessaia, Melvin Field, Kiminobu Sugaya
Glioblastoma (GBM) is the most common malignant primary brain tumor, characterized by a high recurrence rate despite aggressive therapy. We present a case of a 32-year-old male with a recurrent WHO Grade IV IDH1-mutant astrocytoma after undergoing standard Stupp protocol chemoradiation and tumor-treating field therapy. Repeat surgery was performed where in vitro analysis of recurrent GBM cells revealed atypical behavior, rapid adhesion within minutes of plating, and the formation of radial glial-like cells (RGCs) with 3D aggregated cells, phenotypes absent in the primary tumor. These brain lipid-binding protein positive RGCs exhibited elongated processes that facilitated cancer cell migration, potentially contributing to tumor invasiveness. Extensive treatment between the primary and recurrent tumors may have induced this phenotypic shift, highlighting therapy-induced plasticity as a key factor in recurrence. The emergence of RGCs in recurrent GBM underscores the need for targeted therapies addressing tumor adaptability to improve treatment outcomes.
{"title":"Atypical behavior of recurrent glioblastoma tumor cells with a highly adherent radial glial phenotype.","authors":"Manjusha Vaidya, Jonhoi Smith, Julia Pessaia, Melvin Field, Kiminobu Sugaya","doi":"10.1080/20450907.2025.2559576","DOIUrl":"10.1080/20450907.2025.2559576","url":null,"abstract":"<p><p>Glioblastoma (GBM) is the most common malignant primary brain tumor, characterized by a high recurrence rate despite aggressive therapy. We present a case of a 32-year-old male with a recurrent WHO Grade IV IDH1-mutant astrocytoma after undergoing standard Stupp protocol chemoradiation and tumor-treating field therapy. Repeat surgery was performed where in vitro analysis of recurrent GBM cells revealed atypical behavior, rapid adhesion within minutes of plating, and the formation of radial glial-like cells (RGCs) with 3D aggregated cells, phenotypes absent in the primary tumor. These brain lipid-binding protein positive RGCs exhibited elongated processes that facilitated cancer cell migration, potentially contributing to tumor invasiveness. Extensive treatment between the primary and recurrent tumors may have induced this phenotypic shift, highlighting therapy-induced plasticity as a key factor in recurrence. The emergence of RGCs in recurrent GBM underscores the need for targeted therapies addressing tumor adaptability to improve treatment outcomes.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"14 1","pages":"2559576"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12452472/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145085166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-11-06DOI: 10.1080/20450907.2025.2584958
Derek L Chien, Sara J Hardy, Jennifer N Serventi, Jacqueline M Behr, Nimish A Mohile, Lauryn E Hemminger
Aims: We aimed to investigate a potential association between hypofractionated radiotherapy (HFRT) vs. conventional radiotherapy (CRT) and development of pseudoprogression in patients over the age of 65 treated for glioblastoma (GBM).
Materials & methods: Seventy-nine patients with glioblastoma (29 who received HFRT and 50 who received CRT) were included in this retrospective cohort study from a single institution. Demographic, clinical, and radiation information, including development of pseudoprogression and standard prognostic factors like Karnofsky Performance Status (KPS) and extent of surgical resection, were collected.
Results: Radiation regimen alone was not associated with development of pseudoprogression. Patients who had lower KPS at the time of diagnosis and received HFRT had lower rates of pseudoprogression. There was no association between radiation regimen, pseudoprogression, and any other clinical factors.
Conclusion: Older patients with glioblastoma who receive HFRT are not more likely to develop pseudoprogression than those who receive CRT. Patients with lower functional status receiving HFRT may be less likely to mount an inflammatory response leading to pseudoprogression. Prospective investigation is warranted to validate these results and evaluate other factors leading to treatment complications in older patients with glioblastoma in order to optimize outcomes and minimize toxicity.
{"title":"Impact of radiation fractionation on pseudoprogression in older patients with glioblastoma: a retrospective cohort study.","authors":"Derek L Chien, Sara J Hardy, Jennifer N Serventi, Jacqueline M Behr, Nimish A Mohile, Lauryn E Hemminger","doi":"10.1080/20450907.2025.2584958","DOIUrl":"10.1080/20450907.2025.2584958","url":null,"abstract":"<p><strong>Aims: </strong>We aimed to investigate a potential association between hypofractionated radiotherapy (HFRT) vs. conventional radiotherapy (CRT) and development of pseudoprogression in patients over the age of 65 treated for glioblastoma (GBM).</p><p><strong>Materials & methods: </strong>Seventy-nine patients with glioblastoma (29 who received HFRT and 50 who received CRT) were included in this retrospective cohort study from a single institution. Demographic, clinical, and radiation information, including development of pseudoprogression and standard prognostic factors like Karnofsky Performance Status (KPS) and extent of surgical resection, were collected.</p><p><strong>Results: </strong>Radiation regimen alone was not associated with development of pseudoprogression. Patients who had lower KPS at the time of diagnosis and received HFRT had lower rates of pseudoprogression. There was no association between radiation regimen, pseudoprogression, and any other clinical factors.</p><p><strong>Conclusion: </strong>Older patients with glioblastoma who receive HFRT are not more likely to develop pseudoprogression than those who receive CRT. Patients with lower functional status receiving HFRT may be less likely to mount an inflammatory response leading to pseudoprogression. Prospective investigation is warranted to validate these results and evaluate other factors leading to treatment complications in older patients with glioblastoma in order to optimize outcomes and minimize toxicity.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"14 1","pages":"2584958"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12599363/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145457900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-10-03DOI: 10.1080/20450907.2025.2558455
Kishore Balasubramanian, Kar-Ming Fung, Rene Y McNall-Knapp, Karl Balsara
A 7-year-old female with recurrent midline pilocytic astrocytoma harboring a rare STRN3::NTRK2 fusion achieved sustained near-complete radiographic and clinical response to larotrectinib, a selective TRK inhibitor. Initial subtotal resection of the midbrain/thalamic tumor was followed by progression, prompting molecular profiling that identified the STRN3::NTRK2 fusion. Larotrectinib therapy initiated at recurrence resulted in a rapid reduction by 3 months, resolution of pontine extension by 6 months, and near-complete resolution by 15 months. This case highlights the potential of molecular diagnostics in pediatric neuro-oncology, particularly for BRAF-negative midline gliomas where NTRK fusions are rare but actionable. The durable response supports prioritizing larotrectinib over conventional chemotherapy in unresectable/progressive NTRK-driven gliomas. Routine fusion screening in BRAF-negative cases should be considered to identify candidates for targeted therapy. This report expands the known spectrum of NTRK2 partners in pilocytic astrocytoma and reinforces the use of TRK inhibitors as a treatment for molecularly defined subsets of pediatric glioma.
{"title":"Sustained response to larotrectinib in a pediatric patient with recurrent STRN3::NTRK2 fusion-positive pilocytic astrocytoma.","authors":"Kishore Balasubramanian, Kar-Ming Fung, Rene Y McNall-Knapp, Karl Balsara","doi":"10.1080/20450907.2025.2558455","DOIUrl":"10.1080/20450907.2025.2558455","url":null,"abstract":"<p><p>A 7-year-old female with recurrent midline pilocytic astrocytoma harboring a rare <i>STRN3::NTRK2</i> fusion achieved sustained near-complete radiographic and clinical response to larotrectinib, a selective TRK inhibitor. Initial subtotal resection of the midbrain/thalamic tumor was followed by progression, prompting molecular profiling that identified the <i>STRN3::NTRK2</i> fusion. Larotrectinib therapy initiated at recurrence resulted in a rapid reduction by 3 months, resolution of pontine extension by 6 months, and near-complete resolution by 15 months. This case highlights the potential of molecular diagnostics in pediatric neuro-oncology, particularly for BRAF-negative midline gliomas where NTRK fusions are rare but actionable. The durable response supports prioritizing larotrectinib over conventional chemotherapy in unresectable/progressive NTRK-driven gliomas. Routine fusion screening in BRAF-negative cases should be considered to identify candidates for targeted therapy. This report expands the known spectrum of NTRK2 partners in pilocytic astrocytoma and reinforces the use of TRK inhibitors as a treatment for molecularly defined subsets of pediatric glioma.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"14 1","pages":"2558455"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12498535/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145225053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-09-26DOI: 10.1080/20450907.2025.2563981
Katell Le Dû, Jacques Delaunay, Maud Voldoire, Thomas Cuvier, Pierre-Yves Renard, Benoît Quilichini, Eric Wafflart, Julien Dubreuil, Sophie Sadot-Lebouvier
Cerebral lesions are rare in hairy cell leukemia (HCL), and its incidence remains to be determined. Identifying the cause can be challenging. In this report, we present a case of brain lesions occurring several years after diagnosis. A 76-year-old male patient presented to the Emergency Department with confusion. He had been diagnosed with HCL in 1999 and had received five lines of treatment. Cerebral imaging revealed multiple nodular lesions, with edema and a hemorrhagic appearance. Cerebrospinal fluid tests were negative. The tumor origin was retained due to concomitant relapse (blood, lymph nodes). Despite the partial efficacy of rituximab-cladribine treatment, the patient died of Candida pneumonia. A review of the literature (PubMed, CrossRef, Google Scholar) identified seventeen cases between 1966 and 2024, with a median age of 59 years (33-80). Cladribine, with or without rituximab, was the most widely prescribed treatment regimen with a complete response rate of 57%. Four (23.5%) patients died (two from infection, one from gastrointestinal bleeding and one from an unknown cause). These atypical presentations suggest that brain imaging and advanced biological investigations should be performed to guide management.
{"title":"Multiple brain lesions in a patient with relapsed hairy cell leukemia: a case report and review of the literature.","authors":"Katell Le Dû, Jacques Delaunay, Maud Voldoire, Thomas Cuvier, Pierre-Yves Renard, Benoît Quilichini, Eric Wafflart, Julien Dubreuil, Sophie Sadot-Lebouvier","doi":"10.1080/20450907.2025.2563981","DOIUrl":"10.1080/20450907.2025.2563981","url":null,"abstract":"<p><p>Cerebral lesions are rare in hairy cell leukemia (HCL), and its incidence remains to be determined. Identifying the cause can be challenging. In this report, we present a case of brain lesions occurring several years after diagnosis. A 76-year-old male patient presented to the Emergency Department with confusion. He had been diagnosed with HCL in 1999 and had received five lines of treatment. Cerebral imaging revealed multiple nodular lesions, with edema and a hemorrhagic appearance. Cerebrospinal fluid tests were negative. The tumor origin was retained due to concomitant relapse (blood, lymph nodes). Despite the partial efficacy of rituximab-cladribine treatment, the patient died of <i>Candida</i> pneumonia. A review of the literature (PubMed, CrossRef, Google Scholar) identified seventeen cases between 1966 and 2024, with a median age of 59 years (33-80). Cladribine, with or without rituximab, was the most widely prescribed treatment regimen with a complete response rate of 57%. Four (23.5%) patients died (two from infection, one from gastrointestinal bleeding and one from an unknown cause). These atypical presentations suggest that brain imaging and advanced biological investigations should be performed to guide management.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"14 1","pages":"2563981"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12477879/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145147976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-01Epub Date: 2025-10-28DOI: 10.1080/20450907.2025.2571341
Max O Krucoff
Whether to surgically resect a margin of grossly normal appearing brain around anatomically amenable diffuse gliomas (i.e., perform a supratotal, supramarginal, or supramaximal resection) has been controversial. Over the past 5-10 years, however, evidence published by multiple independent groups has established a substantial survival benefit to this approach, moving the field towards a consensus that supramarginal resections should be offered when possible. However, many practitioners remain hesitant to offer supratotal resections due to concerns for variable neuropsychological outcomes and a mindset of "first, do no harm." Unfortunately, and perhaps counterintuitively, available data also suggest that opting for more conservative surgical approaches when more aggressive resections are possible may result in both suboptimal long-term functional and survival outcomes. To explore this complex and actively evolving issue, here I review evidence surrounding the multidimensional clinical impacts of supramarginal resections across all diffuse glioma subtypes. I then evaluate what is known about anatomical-functional relationships subserving cognition, behavior, and mood regulation, and I examine ethical considerations that arise when counseling patients at the difficult time of diagnosis. I then conclude with a set of case examples that demonstrate how the principles explored in this review can be applied in real-world situations to optimize, individualize, and humanize oncological and functional outcomes.
{"title":"Surgical decision making in the era of supramarginal glioma resections: a current perspective and narrative review.","authors":"Max O Krucoff","doi":"10.1080/20450907.2025.2571341","DOIUrl":"10.1080/20450907.2025.2571341","url":null,"abstract":"<p><p>Whether to surgically resect a margin of grossly normal appearing brain around anatomically amenable diffuse gliomas (i.e., perform a supratotal, supramarginal, or supramaximal resection) has been controversial. Over the past 5-10 years, however, evidence published by multiple independent groups has established a substantial survival benefit to this approach, moving the field towards a consensus that supramarginal resections should be offered when possible. However, many practitioners remain hesitant to offer supratotal resections due to concerns for variable neuropsychological outcomes and a mindset of \"first, do no harm.\" Unfortunately, and perhaps counterintuitively, available data also suggest that opting for more conservative surgical approaches when more aggressive resections are possible may result in both suboptimal long-term functional and survival outcomes. To explore this complex and actively evolving issue, here I review evidence surrounding the multidimensional clinical impacts of supramarginal resections across all diffuse glioma subtypes. I then evaluate what is known about anatomical-functional relationships subserving cognition, behavior, and mood regulation, and I examine ethical considerations that arise when counseling patients at the difficult time of diagnosis. I then conclude with a set of case examples that demonstrate how the principles explored in this review can be applied in real-world situations to optimize, individualize, and humanize oncological and functional outcomes.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"14 1","pages":"2571341"},"PeriodicalIF":0.0,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12574574/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145376264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-31Epub Date: 2024-07-23DOI: 10.1080/20450907.2024.2375960
Jackson Griffith-Linsley, William Robert Bell, Aaron Cohen-Gadol, Diane Donegan, Angela Richardson, Michael Robertson, Kevin Shiue, Kathryn Nevel
Aim: Atypical teratoid rhabdoid tumor (ATRT) is a rare and highly aggressive primary CNS neoplasm, predominantly observed in children. The use of autologous stem cell transplantation (ASCT) in pediatric ATRT has shown promise; however, its utility in adult ATRT remains unclear. Patients & methods: This study presents the case of an adult patient with ATRT who is in remission after ASCT and reviews the literature on ASCT in adults with ATRT. Four cases of ATRT in adults who underwent ASCT were identified, with pertinent data summarized. Results: All five patients survived longer than the historical average survival rate, four of whom had no clinical or radiographic evidence of disease at the final follow-up. Conclusion: Based on limited data, there may be a role for ASCT in the treatment of adults with ATRT.
{"title":"Autologous stem cell transplantation in adults with atypical teratoid rhabdoid tumor: a case report and review.","authors":"Jackson Griffith-Linsley, William Robert Bell, Aaron Cohen-Gadol, Diane Donegan, Angela Richardson, Michael Robertson, Kevin Shiue, Kathryn Nevel","doi":"10.1080/20450907.2024.2375960","DOIUrl":"10.1080/20450907.2024.2375960","url":null,"abstract":"<p><p><b>Aim:</b> Atypical teratoid rhabdoid tumor (ATRT) is a rare and highly aggressive primary CNS neoplasm, predominantly observed in children. The use of autologous stem cell transplantation (ASCT) in pediatric ATRT has shown promise; however, its utility in adult ATRT remains unclear. <b>Patients & methods:</b> This study presents the case of an adult patient with ATRT who is in remission after ASCT and reviews the literature on ASCT in adults with ATRT. Four cases of ATRT in adults who underwent ASCT were identified, with pertinent data summarized. <b>Results:</b> All five patients survived longer than the historical average survival rate, four of whom had no clinical or radiographic evidence of disease at the final follow-up. <b>Conclusion:</b> Based on limited data, there may be a role for ASCT in the treatment of adults with ATRT.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"13 1","pages":"2375960"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285279/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141747640","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-31Epub Date: 2024-09-12DOI: 10.1080/20450907.2024.2395804
Nolan Winslow, Jacqueline Boyle, William Miller, Yanzhi Wang, Francois Geoffroy, Andrew J Tsung
Aim: Brain metastases (BM) are a common site of disease progression and treatment failure in non-small-cell lung cancer (NSCLC) and can be identified in up to 30-50% of patients. Although they are common, there is no standardized screening protocol for development of BM in NSCLC. Multiple clinical variables predict increased BM occurrence, and, when present, should be used to initiate screening MRI.Materials & methods: We performed a single center retrospective review of NSCLC patients, examining BM development and overall survival. Available clinical, radiographic and molecular data were reviewed for association with BM and overall survival. A predictive model for BM development was created for multivariate analysis.Results: Risk factors for new BM development in NSCLC included younger age, larger primary lung tumor, Karnofsky performance score (KPS) <70, pre-existing liver or bone metastases, large cell histology and family history of cancer. Factors associated with decreased OS were larger primary lung tumor, extracranial metastases at time of diagnosis, large cell histology and poorly-differentiated carcinoma histology.Conclusion: There are multiple high risk features for developing BM in NSCLC. Each of these factors should routinely be investigated, and presence should prompt brain MRI to allow earlier diagnosis and treatment of BM.
{"title":"Development of brain metastases in non-small-cell lung cancer: high-risk features.","authors":"Nolan Winslow, Jacqueline Boyle, William Miller, Yanzhi Wang, Francois Geoffroy, Andrew J Tsung","doi":"10.1080/20450907.2024.2395804","DOIUrl":"10.1080/20450907.2024.2395804","url":null,"abstract":"<p><p><b>Aim:</b> Brain metastases (BM) are a common site of disease progression and treatment failure in non-small-cell lung cancer (NSCLC) and can be identified in up to 30-50% of patients. Although they are common, there is no standardized screening protocol for development of BM in NSCLC. Multiple clinical variables predict increased BM occurrence, and, when present, should be used to initiate screening MRI.<b>Materials & methods:</b> We performed a single center retrospective review of NSCLC patients, examining BM development and overall survival. Available clinical, radiographic and molecular data were reviewed for association with BM and overall survival. A predictive model for BM development was created for multivariate analysis.<b>Results:</b> Risk factors for new BM development in NSCLC included younger age, larger primary lung tumor, Karnofsky performance score (KPS) <70, pre-existing liver or bone metastases, large cell histology and family history of cancer. Factors associated with decreased OS were larger primary lung tumor, extracranial metastases at time of diagnosis, large cell histology and poorly-differentiated carcinoma histology.<b>Conclusion:</b> There are multiple high risk features for developing BM in NSCLC. Each of these factors should routinely be investigated, and presence should prompt brain MRI to allow earlier diagnosis and treatment of BM.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"13 1","pages":"2395804"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11404603/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142281455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-31Epub Date: 2024-11-13DOI: 10.1080/20450907.2024.2415285
Sonoko Oshima, Jingwen Yao, Samuel Bobholz, Raksha Nagaraj, Catalina Raymond, Ashley Teraishi, Anna-Marie Guenther, Asher Kim, Francesco Sanvito, Nicholas S Cho, Blaine S. C. Eldred, Jennifer M Connelly, Phioanh L Nghiemphu, Albert Lai, Noriko Salamon, Timothy F Cloughesy, Peter S LaViolette, Benjamin M Ellingson
Aim: A radio-pathomic machine learning (ML) model has been developed to estimate tumor cell density, cytoplasm density (Cyt) and extracellular fluid density (ECF) from multimodal MR images and autopsy pathology. In this multicenter study, we implemented this model to test its ability to predict survival in patients with recurrent glioblastoma (rGBM) treated with chemotherapy.Methods: Pre- and post-contrast T1-weighted, FLAIR and ADC images were used to generate radio-pathomic maps for 51 patients with longitudinal pre- and post-treatment scans. Univariate and multivariate Cox regression analyses were used to test the influence of contrast-enhancing tumor volume, total cellularity, mean Cyt and mean ECF at baseline, immediately post-treatment and the pre- and post-treatment rate of change in volume and cellularity on overall survival (OS).Results: Smaller Cyt and larger ECF after treatment were significant predictors of OS, independent of tumor volume and other clinical prognostic factors (HR = 3.23 × 10-6, p < 0.001 and HR = 2.39 × 105, p < 0.001, respectively). Both post-treatment volumetric growth rate and the rate of change in cellularity were significantly correlated with OS (HR = 1.17, p = 0.003 and HR = 1.14, p = 0.01, respectively).Conclusion: Changes in histological characteristics estimated from a radio-pathomic ML model are a promising tool for evaluating treatment response and predicting outcome in rGBM.
目的:我们开发了一种放射病理学机器学习(ML)模型,用于从多模态磁共振图像和尸检病理中估计肿瘤细胞密度、细胞质密度(Cyt)和细胞外液密度(ECF)。在这项多中心研究中,我们采用了这一模型来测试其预测接受化疗的复发性胶质母细胞瘤(rGBM)患者生存期的能力:使用对比前和对比后的 T1 加权、FLAIR 和 ADC 图像生成 51 例患者治疗前后纵向扫描的放射病理图。使用单变量和多变量 Cox 回归分析检验对比增强肿瘤体积、总细胞度、基线时的平均 Cyt 和平均 ECF、治疗后即刻的平均 Cyt 和 ECF 以及治疗前后体积和细胞度的变化率对总生存期(OS)的影响:结果:治疗后较小的Cyt和较大的ECF是OS的重要预测因素,不受肿瘤体积和其他临床预后因素的影响(HR = 3.23 × 10-6, p 5, p 结论:根据肿瘤体积和ECF估算的组织学特征变化对OS有显著影响:根据放射病理 ML 模型估计的组织学特征变化是评估治疗反应和预测 rGBM 预后的有效工具。
{"title":"Radio-pathomic estimates of cellular growth kinetics predict survival in recurrent glioblastoma.","authors":"Sonoko Oshima, Jingwen Yao, Samuel Bobholz, Raksha Nagaraj, Catalina Raymond, Ashley Teraishi, Anna-Marie Guenther, Asher Kim, Francesco Sanvito, Nicholas S Cho, Blaine S. C. Eldred, Jennifer M Connelly, Phioanh L Nghiemphu, Albert Lai, Noriko Salamon, Timothy F Cloughesy, Peter S LaViolette, Benjamin M Ellingson","doi":"10.1080/20450907.2024.2415285","DOIUrl":"10.1080/20450907.2024.2415285","url":null,"abstract":"<p><p><b>Aim:</b> A radio-pathomic machine learning (ML) model has been developed to estimate tumor cell density, cytoplasm density (Cyt) and extracellular fluid density (ECF) from multimodal MR images and autopsy pathology. In this multicenter study, we implemented this model to test its ability to predict survival in patients with recurrent glioblastoma (rGBM) treated with chemotherapy.<b>Methods:</b> Pre- and post-contrast T<sub>1</sub>-weighted, FLAIR and ADC images were used to generate radio-pathomic maps for 51 patients with longitudinal pre- and post-treatment scans. Univariate and multivariate Cox regression analyses were used to test the influence of contrast-enhancing tumor volume, total cellularity, mean Cyt and mean ECF at baseline, immediately post-treatment and the pre- and post-treatment rate of change in volume and cellularity on overall survival (OS).<b>Results:</b> Smaller Cyt and larger ECF after treatment were significant predictors of OS, independent of tumor volume and other clinical prognostic factors (HR = 3.23 × 10<sup>-6</sup>, p < 0.001 and HR = 2.39 × 10<sup>5</sup>, p < 0.001, respectively). Both post-treatment volumetric growth rate and the rate of change in cellularity were significantly correlated with OS (HR = 1.17, p = 0.003 and HR = 1.14, p = 0.01, respectively).<b>Conclusion:</b> Changes in histological characteristics estimated from a radio-pathomic ML model are a promising tool for evaluating treatment response and predicting outcome in rGBM.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"13 1","pages":"2415285"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11562955/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142616174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-31Epub Date: 2024-08-13DOI: 10.1080/20450907.2024.2386233
Amulya Gottiparthy, Keng Lam, Suprateek Kundu, Zixi Yang, Ivo Tremont-Lukats, Sudhakar Tummala
Aim: Neurofilament light chain (NfL) is a nonspecific sensitive biomarker of axonal damage.Methods: This case series identified cancer patients with neurological complications who had serum NfL measurements and paired these results to outcomes.Results: NfL serum levels were available in 15 patients with hematological malignancies or solid tumors. The neurological complications studied were immune effector cell-associated neurotoxicity syndrome, immune checkpoint inhibitor-related encephalopathy, anoxic brain injury, Guillain-Barre syndrome, hemophagocytic lymphohistiocytosis, transverse myelitis, paraneoplastic syndrome, central nervous system demyelinating disorder and chronic lymphocytic inflammation with pontine perivascular enhancement responsive to steroids. All patients but one with serum NfL >900 pg/ml died during hospitalization.Conclusion: Serum NfL levels consistently corresponded to death, disease severity or recovery in this series.
{"title":"Neurofilament light chain in serum of cancer patients with acute neurological complications.","authors":"Amulya Gottiparthy, Keng Lam, Suprateek Kundu, Zixi Yang, Ivo Tremont-Lukats, Sudhakar Tummala","doi":"10.1080/20450907.2024.2386233","DOIUrl":"10.1080/20450907.2024.2386233","url":null,"abstract":"<p><p><b>Aim:</b> Neurofilament light chain (NfL) is a nonspecific sensitive biomarker of axonal damage.<b>Methods:</b> This case series identified cancer patients with neurological complications who had serum NfL measurements and paired these results to outcomes.<b>Results:</b> NfL serum levels were available in 15 patients with hematological malignancies or solid tumors. The neurological complications studied were immune effector cell-associated neurotoxicity syndrome, immune checkpoint inhibitor-related encephalopathy, anoxic brain injury, Guillain-Barre syndrome, hemophagocytic lymphohistiocytosis, transverse myelitis, paraneoplastic syndrome, central nervous system demyelinating disorder and chronic lymphocytic inflammation with pontine perivascular enhancement responsive to steroids. All patients but one with serum NfL >900 pg/ml died during hospitalization.<b>Conclusion:</b> Serum NfL levels consistently corresponded to death, disease severity or recovery in this series.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"13 1","pages":"2386233"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11323868/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141970811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-12-31Epub Date: 2024-06-14DOI: 10.1080/20450907.2024.2357532
Vincenzo Di Nunno, Marta Aprile, Lidia Gatto, Alicia Tosoni, Lucia Ranieri, Stefania Bartolini, Enrico Franceschi
Aim: Glioneuronal and neuronal tumors are rare primary central nervous system malignancies with heterogeneous features. Due to the rarity of these malignancies diagnosis and treatment remains a clinical challenge. Methods: Here we performed a narrative review aimed to investigate the principal issues concerning the diagnosis, pathology, and clinical management of glioneuronal tumors. Results: Diagnostic criteria have been recently overturned thanks to a better characterization on a histological and molecular biology level. The study of genomic alterations occurring within these tumors has allowed us to identify potential therapeutic targets including BRAF, FGFR, and PDGFRA. Conclusion: Techniques allowing molecular sequencing DNA methylation assessment of the disease are essential diagnostic tools. Targeting agents should be included in the therapeutic armamentarium after loco-regional treatment failure.
目的:神经胶质细胞瘤和神经元肿瘤是罕见的原发性中枢神经系统恶性肿瘤,具有不同的特征。由于这些恶性肿瘤的罕见性,其诊断和治疗仍是一项临床挑战。方法:在此,我们进行了一项叙述性综述,旨在研究有关神经胶质细胞瘤的诊断、病理和临床治疗的主要问题。结果由于组织学和分子生物学层面的特征得到了更好的描述,诊断标准最近已被推翻。对这些肿瘤内发生的基因组改变的研究使我们能够确定潜在的治疗靶点,包括BRAF、FGFR和PDGFRA。结论对疾病进行分子测序 DNA 甲基化评估的技术是必不可少的诊断工具。在局部区域治疗失败后,应将靶向药物纳入治疗范围。
{"title":"Novel insights toward diagnosis and treatment of glioneuronal and neuronal tumors in young adults.","authors":"Vincenzo Di Nunno, Marta Aprile, Lidia Gatto, Alicia Tosoni, Lucia Ranieri, Stefania Bartolini, Enrico Franceschi","doi":"10.1080/20450907.2024.2357532","DOIUrl":"10.1080/20450907.2024.2357532","url":null,"abstract":"<p><p><b>Aim:</b> Glioneuronal and neuronal tumors are rare primary central nervous system malignancies with heterogeneous features. Due to the rarity of these malignancies diagnosis and treatment remains a clinical challenge. <b>Methods:</b> Here we performed a narrative review aimed to investigate the principal issues concerning the diagnosis, pathology, and clinical management of glioneuronal tumors. <b>Results:</b> Diagnostic criteria have been recently overturned thanks to a better characterization on a histological and molecular biology level. The study of genomic alterations occurring within these tumors has allowed us to identify potential therapeutic targets including BRAF, FGFR, and PDGFRA. <b>Conclusion:</b> Techniques allowing molecular sequencing DNA methylation assessment of the disease are essential diagnostic tools. Targeting agents should be included in the therapeutic armamentarium after loco-regional treatment failure.</p>","PeriodicalId":10469,"journal":{"name":"CNS Oncology","volume":"13 1","pages":"2357532"},"PeriodicalIF":0.0,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11181933/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141316900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}