scholarly journals Predicting meningioma recurrence using spectrochemical analysis of tissues and subsequent predictive computational algorithms

2019 ◽  
Vol 21 (Supplement_4) ◽  
pp. iv5-iv5
Author(s):  
Taha Lilo ◽  
Camilo Morais ◽  
Kate Ashton ◽  
Ana Pardilho ◽  
Timothy Dawson ◽  
...  

Abstract Introduction Meningioma recurrence remains a clinical dilemma. This has a significant clinical and huge financial implication. Hence, the search for predictors for meningioma recurrence has become an increasingly urgent research topic in recent years. Objective Using spectrochemical analytical methods such as attenuated total reflection Fourier-transform infrared (ATR-FTIR) and Raman spectroscopy, our primary objective is to compare the spectral fingerprint signature of WHO grade I meningioma vs. WHO grade I meningioma that recurred. Secondary objectives compare WHO grade I meningioma vs. WHO grade II meningioma and WHO grade II meningioma vs. WHO grade I meningioma recurrence. Materials and Methods Our selection criteria included convexity meningioma only restricted to Simpson grade I & II only and WHO grade I & grade II only with a minimum 5 years follow up. We obtained tissue from tumour blocks retrieved from the tissue bank. These were sectioned onto slides and de-waxed prior to ATR-FTIR or Raman spectrochemical analysis. Derived spectral datasets were then explored for discriminating features using computational algorithms in the IRootLab toolbox within MATLAB; this allowed for classification and feature extraction. Results After analysing the data using various classification algorithms with cross-validation to avoid over-fitting of the spectral data, we can readily and blindly segregate those meningioma samples that recurred from those that did not recur in the follow-up timeframe. The forward feature extraction classification algorithms generated results that exhibited excellent sensitivity and specificity, especially with spectra obtained following ATR-FTIR spectroscopy. Our secondary objectives remain to be fully developed.

2019 ◽  
Vol 21 (Supplement_6) ◽  
pp. vi114-vi114
Author(s):  
Marie-Therese Forster ◽  
Irina Lortz ◽  
Volker Seifert ◽  
Christian Senft

Abstract OBJECTIVE Pursuing a profession is an indispensable component of human happiness. The aim of this study was to analyze patients′ professional, socio-economic and psychological outcomes besides their neuro-oncological and functional evaluation after awake surgery for gliomas in eloquent areas. METHODS The neuro-oncological and functional outcomes of patients with gliomas other than glioblastoma undergoing awake surgery during a period of 5 years were prospectively assessed within our routine oncological follow-up. Repercussions of the disease on their professional status, socio-economic situation, and neurocognitive function were evaluated retrospectively with structured interviews. RESULTS We analyzed data of 37 patients with gliomas (3 WHO Grade I, 6 WHO grade II, 28 WHO grade III). Gross total and subtotal tumor resections were performed in 20 (54.1%) and 11 (29.7%) patients, respectively, whereas in 7 patients (16.2%) resection had to remain partial. Median follow up was 24.1 months (range: 5–61 months). 31 patients (83.8%) had stable disease, 2 (5.4%) patients suffered from tumor progression and 4 (10.8%) patients died. Prior to surgery, all but one patient were employed. At the time of analysis, 24 (72.7%) of 33 alive patients had resumed their profession. 5 patients (15.2%) were on incapacity pension, 2 patients were on sick leave, and 2 had retired. The median time until return to work following surgery was 5.9 ±4.6 months. Young age (< 40 years) was the only factor statistically significantly associated with the ability to return to work (p< 0.001). CONCLUSION Despite brain tumor surgery in eloquent regions, the majority of patients with WHO grade II or III gliomas are able to return to work. Employing awake techniques in order to preserve neurological function is of utmost relevance for individual patients′ quality of life and may also decrease the economic burden due to work loss frequently encountered in glioma patients.


2019 ◽  
Vol 130 (4) ◽  
pp. 1289-1298 ◽  
Author(s):  
Gaëtan Poulen ◽  
Catherine Gozé ◽  
Valérie Rigau ◽  
Hugues Duffau

OBJECTIVEWorld Health Organization grade II gliomas are infiltrating tumors that inexorably progress to a higher grade of malignancy. However, the time to malignant transformation is quite unpredictable at the individual patient level. A wild-type isocitrate dehydrogenase (IDH-wt) molecular profile has been reported as a poor prognostic factor, with more rapid progression and a shorter survival compared with IDH-mutant tumors. Here, the oncological outcomes of a series of adult patients with IDH-wt, diffuse, WHO grade II astrocytomas (AII) who underwent resection without early adjuvant therapy were investigated.METHODSA retrospective review of patients extracted from a prospective database who underwent resection between 2007 and 2013 for histopathologically confirmed, IDH-wt, non–1p19q codeleted AII was performed. All patients had a minimum follow-up period of 2 years. Information regarding clinical, radiographic, and surgical results and survival were collected and analyzed.RESULTSThirty-one consecutive patients (18 men and 13 women, median age 39.6 years) were included in this study. The preoperative median tumor volume was 54 cm3 (range 3.5–180 cm3). The median growth rate, measured as the velocity of diametric expansion, was 2.45 mm/year. The median residual volume after surgery was 4.2 cm3 (range 0–30 cm3) with a median volumetric extent of resection of 93.97% (8 patients had a total or supratotal resection). No patient experienced permanent neurological deficits after surgery, and all patients resumed a normal life. No immediate postoperative chemotherapy or radiation therapy was given. The median clinical follow-up duration from diagnosis was 74 months (range 27–157 months). In this follow-up period, 18 patients received delayed chemotherapy and/or radiotherapy for tumor progression. Five patients (16%) died at a median time from radiological diagnosis of 3.5 years (range 2.6–4.5 years). Survival from diagnosis was 77.27% at 5 years. None of the 21 patients with a long-term follow-up greater than 5 years have died. There were no significant differences between the clinical, radiological, or molecular characteristics of the survivors relative to the patients who died.CONCLUSIONSHuge heterogeneity in the survival data for a subset of 31 patients with resected IDH-wt AII tumors was observed. These findings suggest that IDH mutation status alone is not sufficient to predict risk of malignant transformation and survival at the individual level. Therefore, the therapeutic management of AII tumors, in particular the decision to administer early adjuvant chemotherapy and/or radiation therapy following surgery, should not solely rely on routine molecular markers.


2007 ◽  
Vol 106 (5) ◽  
pp. 846-854 ◽  
Author(s):  
Carlos A. Mattozo ◽  
Antonio A. F. De Salles ◽  
Ivan A. Klement ◽  
Alessandra Gorgulho ◽  
David McArthur ◽  
...  

Object The authors analyzed the results of stereotactic radiosurgery (SRS) and stereotactic radiotherapy (SRT) for the treatment of recurrent meningiomas that were described at initial resection as showing aggressive, atypical, or malignant features (nonbenign). Methods Twenty-five patients who underwent SRS and/or SRT for nonbenign meningiomas between December 1992 and August 2004 were included. Thirteen of these patients underwent treatment for multiple primary or recurrent lesions. In all, 52 tumors were treated. All histological sections were reviewed and reclassified according to World Health Organization (WHO) 2000 guidelines as benign (Grade I), atypical (Grade II), or anaplastic (Grade III) meningiomas. The median follow-up period was 42 months. Seventeen (68%) of the cases were reclassified as follows: WHO Grade I (five cases), Grade II (11 cases), and Grade III (one case). Malignant progression occurred in eight cases (32%) during the follow-up period; these cases were considered as a separate group. The 3-year progression-free survival (PFS) rates for the Grades I, II, and III, and malignant progression groups were 100, 83, 0, and 11%, respectively (p < 0.001). In the Grade II group, the 3-year PFS rates for patients treated with SRS and SRT were 100 and 33%, respectively (p = 0.1). After initial treatment, 22 new tumors required treatment using SRS or SRT; 17 (77%) of them occurred inside the original resection cavity. Symptomatic edema developed in one patient (4%). Conclusions Stereotactic radiation treatment provided effective local control of “aggressive” Grade I and Grade II meningiomas, whereas Grade III lesions were associated with poor outcome. The outcome of cases in the malignant progression group was intermediate between that of the Grade II and Grade III groups, with the lesions showing a tendency toward malignancy.


2019 ◽  
Vol 21 (Supplement_6) ◽  
pp. vi141-vi141
Author(s):  
Peter Pan ◽  
David Pisapia ◽  
Rohan Ramakrishna ◽  
Theodore Schwartz ◽  
Philip Stieg ◽  
...  

Abstract BACKGROUND Adjuvant radiotherapy (RT) in atypical meningioma, especially for gross-totally resected tumors, remains controversial. METHODS We retrospectively identified histologically-confirmed cases of WHO Grade II atypical meningioma at a large academic institution from 2004–2018. Clinicodemographic, surgical, radiation therapy (RT), and histopathologic data were collected, as well as imaging and clinical outcomes, with a median follow-up time of 26 months (IQR 32). Patients were stratified by resection status and whether or not upfront RT was administered. Additionally, subanalyses were performed to compare external beam RT (EBRT) and stereotactic radiosurgery (SRS). Progression was defined by radiology report. RESULTS Of 122 patients, 45 were excluded for lacking adequate records of previous treatment, less than 3 months follow-up, or lacking MR imaging. Of 77 patients analyzed, 57% (44/77) were female; median 59-years-old. 48% (24/50) of gross-total-resections (GTR) received upfront RT – only a single case progressed, at 39 months. Of 26 GTR patients without upfront RT, 8/26 (31%) progressed at median 19.5 months – of these, 2 were lost to follow-up, 5 received salvage RT, and 1 had surgery alone. Adjuvant RT was associated with superior progression free survival (PFS) in GTR (Cox proportional hazard ratio 0.15, likelihood-ratio p=0.025; median PFS not reached). Of 15 subtotal resections (STR) receiving upfront RT, 11 received EBRT and 4 received SRS – 6 progressed (median 37 months), all after EBRT. Upfront SRS demonstrated superior PFS over EBRT following STR (p=0.036). Across the cohort there was one confirmed death, a GTR patient (without RT) who suffered an ischemic stroke at 11 months. CONCLUSION This large single-center retrospective analysis indicates adjuvant RT improves PFS in GTR atypical meningiomas, in concordance with prior studies. It is limited by short median follow-up, possibly related to long-term stability in treated patients. In STR tumors, SRS may contribute to improved PFS compared to EBRT.


2019 ◽  
Vol 1 (Supplement_2) ◽  
pp. ii17-ii17
Author(s):  
Yasuharu Akasaki ◽  
Jun Takei ◽  
Yuko Kamata ◽  
Yohei Yamamoto ◽  
Ryosuke Mori ◽  
...  

Abstract BACKGROUND This trial was designed to evaluate the safety and clinical responses to an immunotherapy with fusions of dendritic and glioma cells in patients with lower grade glioma (LGG; WHO grade II-III glioma). METHOD Autologous cultured glioma cells obtained from surgical specimens were fused with autologous dendritic cells (DC) using polyethylene glycol. The fusion cells (FC) were inoculated intradermally in the cervical region of subjects. Toxicity, progression-free survival (PFS), overall survival (OS), and MRI findings were evaluated. DNA for whole exome and RNA for whole transcriptome extracted from HLA-A*24:02 positive glioma cells were analyzed by next generation sequencer. Variant peptides showing strong binding affinity to HLA-A*24:02 but not the corresponding wild type peptides were selected as candidate of neo-antigens. RESULTS The number of subjects of this trial were 24 (initially diagnosed cases: 20, recurrence cases: 4). WHO grade III cases were 20, and grade II cases were 4. Male were 15, and female were 9. Mean of follow up periods were 53.0 months (the longest follow up period: 1322 months). The number of events on PFS and OS were 8 and 6, respectively. Mean of candidate of neo-antigen peptides in HLA-A*24:02 positive patients (n=8) was 34. Among these candidates, twelve types of common neo-antigen peptide were identified. Neo-antigen peptides specifically expressed in the glioma cells from the effective group were not identified. CONCLUSIONS These results indicate that the efficacy of FC-immunotherapy may not always depend on the number of gene mutations or the expression of the specific neo-antigens. FC-immunotherapy, as a means of producing specific immunity against neo-antigens may safely induce anti-tumor effects in patients with LGG. Analysis of prognostic factor in glioma immunotherapy may be the next area of major interest.


2021 ◽  
Vol 91 ◽  
pp. 354-364
Author(s):  
Mustafa Güdük ◽  
Murat Şakir Ekşi ◽  
Baran Bozkurt ◽  
Murat İmre Usseli ◽  
Ayça Erşen Danyeli ◽  
...  
Keyword(s):  

2018 ◽  
Vol 128 (5) ◽  
pp. 1388-1395 ◽  
Author(s):  
Andrew K. Conner ◽  
Joshua D. Burks ◽  
Cordell M. Baker ◽  
Adam D. Smitherman ◽  
Dillon P. Pryor ◽  
...  

OBJECTIVEThe purpose of this study was to describe a method of resecting temporal gliomas through a keyhole lobectomy and to share the results of using this technique.METHODSThe authors performed a retrospective review of data obtained in all patients in whom the senior author performed resection of temporal gliomas between 2012 and 2015. The authors describe their technique for resecting dominant and nondominant gliomas, using both awake and asleep keyhole craniotomy techniques.RESULTSFifty-two patients were included in the study. Twenty-six patients (50%) had not received prior surgery. Seventeen patients (33%) were diagnosed with WHO Grade II/III tumors, and 35 patients (67%) were diagnosed with a glioblastoma. Thirty tumors were left sided (58%). Thirty procedures (58%) were performed while the patient was awake. The median extent of resection was 95%, and at least 90% of the tumor was resected in 35 cases (67%). Five of 49 patients (10%) with clinical follow-up experienced permanent deficits, including 3 patients (6%) with hydrocephalus requiring placement of a ventriculoperitoneal shunt and 2 patients (4%) with weakness. Three patients experienced early postoperative anomia, but no patients had a new speech deficit at clinical follow-up.CONCLUSIONSThe authors provide their experience using a keyhole lobectomy for resecting temporal gliomas. Their data demonstrate the feasibility of using less invasive techniques to safely and aggressively treat these tumors.


2009 ◽  
Vol 110 (4) ◽  
pp. 696-708 ◽  
Author(s):  
Hugues Duffau

Object Few experiences of insular surgery have been reported. Moreover, there are no large surgical studies with long-term follow-up specifically dedicated to WHO Grade II gliomas involving the insula. In this paper, the author describes a personal consecutive series of 51 cases in which patients underwent surgery for an insular Grade II glioma. On the basis of the functional and oncological results, advances and limitations of this challenging surgery are discussed. Methods Fifty-one patients harboring an insular Grade II glioma (revealed by seizures in 50 cases) underwent surgery. Findings on preoperative neurological examination were normal in 45 patients (88%). All surgeries were conducted under cortico-subcortical stimulation, and in the case of 16 patients while awake. Results Despite an immediate postoperative worsening in 30 cases (59%), the condition of all but 2 patients (96%) returned to baseline or better. Postoperative MR imaging demonstrated that 77% of resections were total or subtotal. Ten patients underwent a second or third surgery, with no additional deficit. Forty-two patients (82%) are alive with a median follow-up of 4 years. Conclusions This is the largest reported experience with insular Grade II glioma surgery. The better knowledge of the insular pathophysiology and the use of intraoperative functional mapping allow the risk of permanent deficit to be minimized (and even enable improvement in quality of life) while increasing the extent of resection and thus the impact on the course of the disease. Therefore, surgical removal must always be considered for insular Grade II glioma. However, this surgery remains challenging, especially within the anterior perforating substance and the posterior part of the (dominant) insula. Additional surgery can be suggested in cases in which the first resection is not complete.


2021 ◽  
Vol 11 ◽  
Author(s):  
Felix Ehret ◽  
Markus Kufeld ◽  
Christoph Fürweger ◽  
Alfred Haidenberger ◽  
Paul Windisch ◽  
...  

BackgroundEpendymomas are rare neoplasms of the central nervous system (CNS), usually localized intracranially and most commonly diagnosed in children. Spinal ependymomas are more frequent in young adults. They are either primary lesions or manifest as disseminated seeding of cranial tumors. Data on the management of spinal ependymoma lesions remain scarce, especially concerning stereotactic radiosurgery (SRS) and stereotactic body radiation therapy (SBRT). The purpose of this study is to report the treatment outcomes of two institutions using robotic radiosurgery (RRS) for the treatment of spinal ependymomas.Materials and MethodsAll patients with a histopathologically confirmed diagnosis of an ependymoma WHO grade II or III who were treated with RRS for one or more spinal lesions were included in this analysis.ResultsTwelve patients underwent RRS for the treatment of 32 spinal ependymoma lesions between 2005 and 2020. Two patients were below the age of 18 when treated, whereas nine patients (75%) suffered from a primary spinal ependymoma. The median dose was 15 Gy prescribed to a median isodose of 70%, with 27 lesions (84%) receiving a single-session treatment. The local control (LC) after a median follow-up of 56.7 months was 84%. LC rates at 1, 3, and 5 years were 92, 85, and 77%, respectively. The Kaplan-Meier estimated overall survival after 1, 3, and 5 years were 75, 75, and 64%, respectively. Five patients died, all of them suffering from an anaplastic ependymoma, with widespread CNS tumor progression being the reason for death in four patients. The majority of patients (58%) showed a stable neurological status at the last available follow-up. Overall, the treatment was well tolerated.ConclusionRRS appears to be a safe and efficient treatment modality for managing primary and secondary spinal ependymal tumors in patients with multiple lesions and local recurrences.


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