scholarly journals Identification of High-Risk Atypical Meningiomas According to Semantic and Radiomic Features

Cancers ◽  
2020 ◽  
Vol 12 (10) ◽  
pp. 2942 ◽  
Author(s):  
Darius Kalasauskas ◽  
Andrea Kronfeld ◽  
Mirjam Renovanz ◽  
Elena Kurz ◽  
Petra Leukel ◽  
...  

Up to 60% of atypical meningiomas (World Health Organization (WHO) grade II) reoccur within 5 years after resection. However, no clear radiological criteria exist to identify tumors with higher risk of relapse. In this study, we aimed to assess the association of certain radiomic and semantic features of atypical meningiomas in MRI with tumor recurrence. We identified patients operated on primary atypical meningiomas in our department from 2007 to 2017. An analysis of 13 quantitatively defined radiomic and 11 qualitatively defined semantic criteria was performed based on preoperative MRI scans. Imaging characteristics were assessed along with clinical and survival data. The analysis included 76 patients (59% women, mean age 59 years). Complete tumor resection was achieved in 65 (86%) cases, and tumor relapse occurred in 17 (22%) cases. Mean follow-up time was 41.6 (range 3–168) months. Cystic component was significantly associated with tumor recurrence (odds ratio (OR) 21.7, 95% confidence interval (CI) 3.8–124.5) and shorter progression-free survival (33.2 vs. 80.7 months, p < 0.001), whereas radiomic characteristics had no predictive value in univariate analysis. However, multivariate analysis demonstrated significant predictive value of high cluster prominence (hazard ratio (HR) 5.89 (1.03–33.73) and cystic component (HR 20.21 (2.46–166.02)) for tumor recurrence. The combination of radiomic and semantic features might be an effective tool for identifying patients with high-risk atypical meningiomas. The presence of a cystic component in these tumors is associated with a high risk of tumor recurrence.

2021 ◽  
Author(s):  
Ishak San ◽  
Emin Gemcioglu ◽  
Salih Baser ◽  
Nuray Yilmaz Cakmak ◽  
Abdulsamet Erden ◽  
...  

Abstract IntroductionIn this study, we compare the predictive value of clinical scoring systems that are already in use in patients with COVID-19, including the BCRSS, qSOFA, SOFA, MuLBSTA and HScore, for determining the severity of the disease. Our aim in this study is to determine which scoring system is most useful in determining disease severity and to guide clinicians.Materials and MethodsWe classified the patients into two groups according to the stage of the disease (severe and non-severe) by using the slightly modified and adopted interim guidance of the World Health Organization. Severe cases were divided into a group of surviving patients and a deceased group according to the prognosis. According to admission values, the BCRSS, qSOFA, SOFA, MuLBSTA, and HScore were evaluated at admission using the worst parameters available in the first 24 hours.ResultsOf the 417 patients included in our study, 46 (11%) were in the severe group, while 371 (89%) were in the non-severe group. Of these 417 patients, 230 (55.2%) were men. The median (IQR) age of all patients was 44 (25) years. In multivariate logistic regression analyses, BRCSS in the highest tertile (HR: 6.1, 95% CI: 2.105–17.674, p = 0.001) was determined as an independent predictor of severe disease in cases of COVID-19. In multivariate analyses, qSOFA was also found to be an independent predictor of severe COVID-19 (HR: 4.757, 95% CI: 1.438–15.730, p = 0.011). The area under the curve (AUC) of the BRCSS, qSOFA, SOFA, MuLBSTA, and HScore was 0.977, 0.961, 0.958, 0.860, and 0.698, respectively.ConclusionCalculation of the BRCSS and qSOFA at the time of hospital admission can predict critical clinical outcomes in patients with COVID-19, and their predictive value is superior to that of HScore, MuLBSTA, and SOFA. With early identification of the high-risk group using BRCSS and qSOFA, early interventions for high-risk patients can improve clinical outcomes in COVID-19.


Author(s):  
Christina Fodi ◽  
Marco Skardelly ◽  
Johann-Martin Hempel ◽  
Elgin Hoffmann ◽  
Salvador Castaneda ◽  
...  

AbstractThe expression of somatostatin receptors in meningioma is well established. First, suggestions of a prognostic impact of SSTRs in meningioma have been made. However, the knowledge is based on few investigations in small cohorts. We recently analyzed the expression of all five known SSTRs in a large cohort of over 700 meningiomas and demonstrated significant correlations with WHO tumor grade and other clinical characteristics. We therefore expanded our dataset and additionally collected information about radiographic tumor recurrence and progression as well as clinically relevant factors (gender, age, extent of resection, WHO grade, tumor location, adjuvant radiotherapy, neurofibromatosis type 2, primary/recurrent tumor) for a comprehensive prognostic multivariate analysis (n = 666). The immunohistochemical expression scores of SSTR1, 2A, 3, 4, and 5 were scored using an intensity distribution score ranging from 0 to 12. For recurrence-free progression analysis, a cutoff at an intensity distribution score of 6 was used. Univariate analysis demonstrated a higher rate of tumor recurrence for increased expression scores for SSTR2A, SSTR3, and SSTR4 (p = 0.0312, p = 0.0351, and p = 0.0390, respectively), while high expression levels of SSTR1 showed less frequent tumor recurrences (p = 0.0012). In the Kaplan–Meier analysis, a higher intensity distribution score showed a favorable prognosis for SSTR1 (p = 0.0158) and an unfavorable prognosis for SSTR2A (0.0143). The negative prognostic impact of higher SSTR2A expression remained a significant factor in the multivariate analysis (RR 1.69, p = 0.0060). We conclude that the expression of SSTR2A has an independent prognostic value regarding meningioma recurrence.


2021 ◽  
Author(s):  
Fang Wang ◽  
Kaijia Zhou ◽  
Tao Jiang ◽  
Hui Liang ◽  
Ming Zhang

Abstract Glioma is the most common primary intracranial tumor. Owing to the poor prognosis associated with high-grade gliomas, there is an urgent need to identify biomarkers related to prognosis and treatment sensitivity. Clinical features, FXYD2 mRNA expression levels, and survival data were analyzed for 1265 glioma samples from the Chinese Glioma Genome Map Project and two independent databases. The expression patterns for FXYD2 mRNA were compared using the chi-square test, and overall survival (OS) of glioma patients was evaluated according to FXYD2 mRNA expression levels. The factors affecting glioma survival were evaluated by Cox univariate and multivariate regression analysis. We found patients with primary oligodendroglioma, low World Health Organization (WHO) grade, low WHO molecular grade, isocitrate dehydrogenase (IDH) mutation, and combined deletion of 1p19q showed higher FXYD2 mRNA expression and longer survival times. Moreover, temozolomide (TMZ) chemotherapy was found to be an independent factor affecting survival in patients with high FXYD2 mRNA expression, but not in patients with low expression. So FXYD2 mRNA expression represents a new independent factor affecting the survival of glioma patients and may serve as an independent prognostic indicator to predict the sensitivity of gliomas to TMZ.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 3115-3115 ◽  
Author(s):  
Sonia Cerquozzi ◽  
Daniela Barraco ◽  
Curtis A. Hanson ◽  
Rhett P. Ketterling ◽  
Animesh Pardanani ◽  
...  

Abstract Background In polycythemia vera (PV), abnormal karyotype at diagnosis has been reported in 10% to 20% of patients and some studies have suggested an association with inferior survival (Leukemia2013;27:1874) . In the current study, we examined the prognostic contribution of abnormal karyotype, in general, and specific abnormalities, in particular, in newly diagnosed PV. Methods Study patients were selected from our institutional database of myeloproliferative neoplasms (MPN) and fulfilled the 2008 World Health Organization (WHO) criteria for diagnosis of PV (Blood. 2009;114:937). Cytogenetic analysis and reporting was done according to the International System for Human Cytogenetic Nomenclature (Cytogenetic and Genome Research2013;141:1-6). Assignment as "unfavorable karyotype" was according to criteria established for PMF: favorable = normal + favorable abnormalities; unfavorable = unfavorable abnormalities (Leukemia. 2011;25:82). Screening for the two most frequent mutations in PV, other than JAK2 (i.e. TET2 and ASXL1), were performed according to conventional methods (Leukemia. 2014;28:2206). Statistical analyses considered clinical and laboratory parameters obtained at time of diagnosis. Results Patient characteristics: Median (range) values for the 239 study patients (53% females) included: age 62 (17-94), leukocyte count 11.7 x 10(9)/L (4.3-59.3) and platelet count 479 x 10(9)/L (37-2747). Palpable splenomegaly was present in 26% of the patients, pruritus in 27%, erythromelalgia in in 8%, hypertension in 47%, diabetes in 10% and hyperlipidemia in 28%. Thrombosis history at diagnosis was documented in 33% of the patients and 20% experienced the same after diagnosis. 73% of the patients were "high risk" by conventional risk stratification. Mutation screening for TET2 and ASXL1 was performed in 80 patients and mutational frequencies were 19% and 11% respectively. All study patients provided cytogenetic information, which was abnormal in 46 (19%) patients. The most frequent abnormalities were isolated +9 (n=11; 24% of abnormal karyotype and considered favorable), isolated del(20q) (n=8; 17% of abnormal karyotype and considered favorable), isolated loss of Y chromosome (n=7; 15% of abnormal karyotype and considered favorable) and isolated +8 (n=5; 11% of abnormal karyotype and considered unfavorable). A total of 9 (20% of abnormal karyotype) patients displayed unfavorable karyotype that included +8 in 7 patients, del(11q) in one patient and +20 in one patient. After a median follow-up of 83 months, 70 (29%) deaths, 48 (20%) thrombotic events, 20 (8%) fibrotic progressions and 7 (3%) leukemic transformations were documented. Comparison of patients with and without cytogenetic abnormalities Patients with abnormal cytogenetics were older (p=0.048), displayed lower platelet count (p=0.005) and were more likely to be high risk (p=0.02); there was no significant correlation with TET2 or ASXL1 mutation. In univariate analysis, patients with abnormal cytogenetics displayed inferior leukemia-free (p=0.007; HR 10.6, 95% CI 1.9-58.7), myelofibrosis-free (p<0.0001; HR 7.7, 95% CI 3.1-19.3) and overall (p=0.13; HR 1.6, 95% CI 0.9-2.8) survival. Furthermore, the difference in overall survival became significant when cytogenetic abnormalities were classified into unfavorable (p=0.006) and favorable (p=0.6) categories. On the other hand, inferior leukemia-free and myelofibrosis-free survival was noted in both patients with favorable and unfavorable cytogenetic abnormalities, when compared to normal karyotype. During multivariable analysis that included age and leukocytosis (≥15 x 10 (9)/L) as covariates, the adverse effect of abnormal cytogenetics on leukemia-free (p=0.009) or myelofibrosis-free (p<0.0001) survival and that of unfavorable karyotype on overall (p=0.05) survival were shown to be independent. Finally, patients with abnormal cytogenetics were less likely to experience thrombosis after diagnosis (p=0.04; HR 0.3, 95% CI 0.09-0.97), an effect that was independent of both age and thrombosis history. Conclusions Cytogenetic abnormalities in PV confer an independent adverse prognostic effect on overall, leukemia-free and myelofibrosis-free survival, but not thrombosis-free survival; the adverse effect on leukemia-free and myelofibrosis-free survival was seen with both favorable and unfavorable cytogenetic abnormalities. Disclosures No relevant conflicts of interest to declare.


2007 ◽  
Vol 25 (18_suppl) ◽  
pp. 4577-4577
Author(s):  
J. Raoul ◽  
A. Devillers ◽  
A. de Lajarthe ◽  
M. Cuggia ◽  
E. Boucher ◽  
...  

4577 Background: Appropriate treatment for metastatic endocrine tumors (MET) depends on the aggressiveness of the disease. We wanted to know whether PET and SRS can predict early disease progression and patient survival. Methods: A prospective exploration protocol was applied for new cases of untreated MET diagnosed between September 2003 and January 2006 who gave their written informed consent. Explorations included: computed tomography (CT), SRS, PET, review of histological data (WHO grade, p53 and Ki67 IH); CT was repeated every three months to assess: disease-free survival (PFS), the risk of early (first 6 months) progressive disease (PD6m)and overall survival (OS). Results: The series included 38 patients (60±15y) with a primary digestive tract (n=24), lung (n=2) or unknown (n=12) tumor. Histologically, 4 patients had a high-grade tumor and 34 a low-grade tumor. Visual analysis of PET and SRS was positive in 15 and 27 patients respectively. The 2-year OS and DFS were 73% and 45%; 16 patients had PD6m. PET exhibited an excellent positive predictive value for PD6m (14/15 PET+ and 2/23 PET- were PD6m) and was correlated with DFS (p<0.0001; at 2 yr 75% DFS for PET- and 0% for PET+) and OS (p<0.0001; at 2 yr 95% vs 42%) even when considering only low-grade tumors. Positive SRS was associated with DFS (p<0.001) and OS (p<0.03). Among patients with positive PET, the SRS-positive patients had a better DFS than the SRS-negative patients. At univariate analysis DFS and OS were correlated with: PET, SRS, WHO grade, Ki67 and p53. At multivariate analysis only PET was predictive of DFS. Conclusions: PET and SRS exhibit excellent predictive value for rapid tumor progression. There results are correlated with DFS and OS even for histologically low-grade tumors. Tumors progressed within 6 months in 14/15 patients with a positive PET. These explorations should be included in the initial work-up for MET. No significant financial relationships to disclose.


2021 ◽  
Vol 23 (Supplement_6) ◽  
pp. vi48-vi48
Author(s):  
Yusef Syed ◽  
Manali Rupji ◽  
Jeffrey Switchenko ◽  
Bree Eaton ◽  
Jeffrey Olson ◽  
...  

Abstract BACKGROUND WHO grade II (atypical) meningiomas are treated with surgical resection, often followed by adjuvant fractionated radiation therapy (FRT). The increased availability of frameless stereotactic radiosurgery (SRS) presents an opportunity to offer patients a high biological effective dose over fewer fractions. Here we study the patterns of care and outcomes of these two forms of adjuvant RT. METHODS Patients with atypical meningioma were abstracted from the National Cancer Database (NCDB). Descriptive statistics were reported, and differences between treatment groups were assessed using either a chi-square test or ANOVA. Patients were grouped by treatment type and Kaplan Meier (KM) analysis was performed to compare overall survival (OS) using a log rank test. Univariable (UVA) and multivariable (MVA) cox regression analyses were completed. RESULTS Of 10,015 cases diagnosed from 2004-2016, 7,153 received surgery alone, 2,059 received surgery and adjuvant FRT (S+RT), and 362 received adjuvant SRS (S+SRS). The use of adjuvant RT increased by 71.8% for S+RT and 97.8% for S+SRS. In 2004, 15.1% of 443 registered patients received S+RT and 2.26% received S+SRS, while in 2016 these figures were 26.0% and 4.47%, respectively, for the 1051 registered patients (p&lt; 0.001 and 0.022, respectively). For the 8,636 patients with survival data there was no significant difference in median OS between S+RT and S+SRS (130 months vs. 125 months, log rank p=0.935). On UVA, S+RT conferred better survival compared to surgery alone (HR 0.81 [0.72-0.91], p&lt; 0.001) while S+SRS trended towards better survival (HR 0.82 [0.64-1.06], p=0.124). On MVA, no significant OS benefit was seen with S+RT (HR 0.96 [0.85-1.08], p=0.491) or S+SRS (HR 0.90 [0.69-1.16], p=0.413) versus surgery alone. CONCLUSIONS While the use of adjuvant RT for atypical meningioma has increased substantially since 2004, OS is comparable between FRT and SRS. The data presented here support further prospective investigation of adjuvant SRS.


2016 ◽  
Vol 26 (4) ◽  
pp. 790-795 ◽  
Author(s):  
Seung Won Byun ◽  
Tae Chul Park ◽  
Seog Nyeon Bae

ObjectiveThe goal of this study was to evaluate the efficacy, toxicity, and survival of patients in our institution treated by EMA (etoposide, methotrexate [MTX], and dactinomycin) chemotherapy for 3 groups of patients: ones that had low-risk gestational trophoblastic disease (GTD) that was resistant to MTX (group A), those with high-risk GTD (group B), and the group having low-risk GTD but the cancer being metastatic (group C).MethodsThe medical records of 58 patients who received EMA chemotherapy in groups A, B, and C in the 2000 to 2012 period at St Mary’s Hospital were examined. Clinical characteristics, chemotherapy responses, causes of treatment failure, and cases of drug toxicity were analyzed retrospectively.ResultsTreatment with the EMA regimen resulted in primary remission in 52 (96%) of 54 patients and resistance in 2 of the patients (3%). In the resistance group, one belonged to group B and was treated with etoposide, MTX, and actinomycin D with cyclophosphamide and vincristine (EMA-EP) and the other belonged to group A and died of refractory disease. World Health Organization (WHO) grade 4 leukocytopenia and thrombocytopenia with the EMA regimen occurred in 6% and 0.4% of the cycles, respectively; the other toxic effects were acceptable and manageable. Median cycles of EMA chemotherapy during the treatment were 7, 8, and 8 in groups A, B, and C, respectively. There was some reduction in total chemo cycle and toxicity, as compared with a previously reported study using the alternative cyclophosphamide and vincristine regimen. Among the EMA treated patients, 1 patient with a second malignancy of breast cancer was documented. In addition, 5 child births for the treated patients were recorded during the follow-up period of mostly 10 years.ConclusionsThe EMA chemotherapy seemed to reduce treatment duration and the relapse rate without increasing the adverse effects in patients with MTX resistance and low-risk GTD, but having confirmed metastatic lesions. Although this study had some limitations regarding the high-risk GTD, our findings will provide a basis for the use of EMA chemotherapy when cyclophosphamide and vincristine is contraindicated due to toxicity.


Neurosurgery ◽  
2010 ◽  
Vol 67 (5) ◽  
pp. 1180-1188 ◽  
Author(s):  
Clara Y. H Choi ◽  
Scott G Soltys ◽  
Iris C Gibbs ◽  
Griffith R Harsh ◽  
Paul S Jackson ◽  
...  

Abstract BACKGROUND: The optimal management of subtotally resected atypical meningiomas is unknown. OBJECTIVE: To perform a retrospective review of patients with residual or recurrent atypical meningiomas treated with stereotactic radiosurgery (SRS). METHODS: Twenty-five patients were treated, either immediately after surgery (n = 15) or at the time of radiographic progression or treatment failure (n = 10). SRS was delivered to with a median marginal dose of 22 Gy (range, 16-30) in 1 to 4 fractions (median, 1), targeting a median tumor volume of 5.3 cm3 (range, 0.3-26.0). RESULTS: With a median follow-up time of 28 months (range, 3-67), the 12-, 24-, and 36-month actuarial local and regional control rates for all patients were 94%, 94%, 74%, and 90%, 90%, 62%, respectively. There were 2 cases of radiation toxicity. On univariate analysis, the number of recurrences before SRS (P = .046), late SRS (ie, waiting until tumor progression to initiate treatment) (P = .03), and age at treatment ≥60 years (P = .01) were significant predictors of recurrence. Of the 20 radiation-naïve patients, 2 patients failed with the targeted lesion and 3 elsewhere in the resection bed, resulting in 12-, 24- and 36-month actuarial local and regional control rates of 100%, 100%, 73% and 93%, 93%, 75%, respectively. The overall locoregional control rates at 12, 24, and 36 months were 93%, 93%, and 54%, respectively. CONCLUSION: Irradiation of the entire postoperative tumor bed may not be necessary for the majority of patients with subtotally resected atypical meningiomas. Patients in this series achieved outcomes comparable to that of historical control rates for larger volume, conventionally fractionated radiotherapy.


Author(s):  
Peter C Pan ◽  
David J Pisapia ◽  
Rohan Ramakrishna ◽  
Theodore H Schwartz ◽  
Susan C Pannullo ◽  
...  

Abstract Background The role of post-operative upfront radiotherapy (RT) in the management of gross totally resected atypical meningiomas remains unclear. This single-center retrospective review of newly-diagnosed histologically-confirmed cases of World Health Organization (WHO) Grade II atypical meningioma at Weill Cornell Medicine from 2004-2020 aims to compare overall survival (OS) and progression free survival (PFS) of post-operative upfront radiotherapy versus observation, stratified by resection status (gross total resection [GTR)] versus subtotal resection [STR]). Methods 90 cases of atypical meningioma were reviewed (56% women; median age 61 years; median follow-up 41 months). Results In patients with GTR, hazard ratio (HR) of PFS was 0.09 for post-operative upfront RT versus observation alone (95% confidence interval [CI] 0.01-0.68; p = 0.02), though HR for OS was not significant (HR 0.46; 95% CI 0.05-4.45; p = 0.5). With RT, PFS was 100% at 12 and 36 months (compared to 84% and 63% respectively with observation); OS at 36 months was 100% (compared to 94% with observation). In patients with STR, though PFS at 36 months was higher for RT arm versus observation (84% versus 74%), OS at 36 months was 100% in both arms. HR was not significant (HR 0.76; 95% CI 0.16-3.5; p = 0.73). Conclusion This retrospective study suggests post-operative upfront radiotherapy following GTR of atypical meningioma is associated with improved PFS compared to observation. Further studies are required to draw conclusions about OS.


2020 ◽  
Author(s):  
Ziqian Wang ◽  
Lucius Fekonja ◽  
Felix Dreyer ◽  
Peter Vajkoczy ◽  
Thomas Picht

AbstractRepetitive TMS (rTMS) allows to non-invasively and transiently disrupt local neuronal functioning. Its potential for mapping of language function is currently explored. Given the inter-individual heterogeneity of tumor impact on the language network and resulting rTMS derived functional mapping, we propose to use machine learning strategies to classify potential patterns of functional reorganization. We retrospectively included 90 patients with left perisylvian glioma tumors, world health organization (WHO) grade II-IV, affecting the language network. All patients underwent navigated rTMS language mappings. The severity of aphasia was assessed preoperatively using the Berlin Aphasia Score (BAS), which is adapted to the Aachener Aphasia Test (AAT). After spatial normalization to MNI 152 of all rTMS spots, we calculated the error rate (ER) in each cortical area by automated anatomical labeling parcellation (AAL) and used support vector machine (SVM) as a classifier for significant areas in relation to aphasia. 29 of 90 (32.2%) patients suffered from aphasia. Univariate analysis revealed 11 perisylvian AVOIs’ ERs (eight left, three right hemispheric) that were significantly higher in the aphasic than non-aphasic group (p < 0.05), depicting a broad, bihemispheric language network. After feeding the significant AVOIs into the SVM model, it showed that additional to age (w = 2.95), the ERs of right Frontal_Inf_Tri (w = 2.06) and left SupraMarginal (w = 2.05) and Parietal_Inf (w= 1.80) contributed more than other features to the model. The model’s sensitivity was 89.7%, the specificity was 82.0%, the overall accuracy was 81.1% and AUC was 88.7%. Our results demonstrate an increased vulnerability of the right inferior frontal gyrus to rTMS in patients suffering from aphasia due to left perisylvian gliomas. This confirms a functional relevant involvement of the right frontal area in relation to aphasia. While age as a feature improved our SVM model the most, the tumor location feature didn’t affect the SVM model. This finding indicates that general tumor induced network disconnection is relevant to aphasia and not necessarily related to specific lesion locations. Additionally, our results emphasize the decreasing potential for neuroplasticity with age.


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