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1312 citation(s) found for "Wu, Kyle".

Pre-declaration Fetal Dose Assignment and Predictive Full term Fetal Dose at Medical Facilities
Underwood, James Kyle, Sturchio, Glenn M.

Health Physics | November 20, 2024 | Volume: 128 | Issue: 5 | Pages: 423-427

10.1097/hp.0000000000001914 | PMID 39565235 Get It

Abstract Many medical facilities across the United States use ionizing-radiation-producing machines and radioactive materials for diagnostic and therapeutic purposes on a regular basis. While institutions are required to ensure full-term fetal doses are below the regulatory limit, clear guidance on how pre-declaration fetal doses should be estimated is not available. This paper provides a process that can be used to estimate the pre-declaration fetal dose and provides a predictive screening tool for licensees to use to recommend workload adjustments prior to actual fetal dosimetry results that could exceed the institutions derived investigation levels. The evaluation process presented herein serves as a guide for medical licensees when performing fetal dose evaluations for declared pregnant workers.
Abstract 4142971: Lower Resilience is Associated with Increased Risk of Heart Failure Hospitalizations and Cardiovascular Death in High-Risk Heart Failure
Killian, Jill M. , Smith, Jamie, Redfield, Margaret M. , Farooqui, Naba , Steiger, Kyle , Dunlay, Shannon M.

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4142971 Get It

Introduction: Psychological resilience is the ability to adapt to significant adversity. Higher resilience has been associated with better quality of life in HF, but its association with outcomes is not known. Herein, we characterize resilience and its association with outcomes in HF. Research Questions/Hypothesis: Greater resilience is associated with better health status and outcomes in high-risk HF. Methods: In a prospective study, adult residents of 11 counties in Southeastern Minnesota with HF who had been hospitalized with decompensated HF or ventricular arrhythmia (“high-risk HF”) in the preceding 1 year were mailed a survey that included questionnaires to assess resilience (Connor Davidson resilience scale, CD-RISC2), health status (KCCQ-12), and other psychosocial constructs in March 2022. Patients were divided into tertiles by resilience scores, and association with outcomes (survival and hospitalization) were examined using Cox proportional hazard regression and Andersen-Gill models, respectively. Results: Among 649 respondents (mean age 76 ± 11.5 years, 40% women, 64.3% HFpEF), patients with greater resilience were older ( p=0.015 ), had lower BMI ( p=0.003 ) and were more often retired or employed (vs disabled or unemployed, p<0.001 ). Greater resilience was moderately correlated with better health status (r=0.33), social support (r=0.27), and health literacy (r=-0.30); and lower treatment burden (r=-0.42), symptom burden (r=-0.41), and fewer depressive symptoms (r=-0.41) ( p<0.001 for all ). At 1-year follow up, patients with the lowest resilience (lowest tertile) were at a significantly increased risk for HF hospitalizations (adjusted HR 2.09, 95% CI 1.06-4.11) and CV mortality (adjusted HR 1.90, 95% CI 1.01-2.57) compared to those with highest resilience. There was no statistically significant association of resilience with risks of all-cause mortality or all-cause hospitalizations after adjustment ( Figures 1A-D ). Conclusion: Higher resilience is associated with better health status and psychosocial profile. Patients with low resilience are at increased risk for HF hospitalizations and CV mortality. Impact of resilience on long term outcomes and response to interventions must be tested in future studies.
Abstract 4140250: A Case Series of Papillary Fibroelastomas on the Coumadin ridge
Aboukhatwa, Omar , Akiki, Elias , Kurmann, Reto , Keeney, Michael, Bois, Melanie C. , Klarich, Kyle W. , Larson, Kathryn F.

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4140250 Get It

Background: Papillary fibroelastomas (PFE) arising between the left upper pulmonary vein and left atrial appendage, commonly referred to as the coumadin ridge or Q-tip, are extremely rare and best detected by transesophageal echocardiography (TEE). Although PFEs are benign, they have been associated with a range of serious embolic events. Objective: To analyze the characteristics, clinical findings, and diagnostic techniques of PFEs originating from the coumadin ridge. Methods: We describe 13 cases of pathology proven papillary fibroelastomas uniquely attached to the Q-tip. Patient data, including demographics, mass characteristics and diagnostic imaging were collected and analyzed. Results: Thirteen patients with pathology-proven PFEs attached to the coumadin ridge were included in the study. The median age of the cohort is 73 (IQR 67-77), and 54% of the patients were male. Tumor sizes ranged from 2mm to 20mm with a median of 5mm (IQR 3.5-8.5). Twelve (92%) of the PFEs were initially visualized on TEE, and one case was diagnosed postoperatively by pathologists after the excision of the left atrial appendage. The majority of cases were incidental diagnoses, with 46% of cases incidentally discovered intraoperatively by routine TEE, and 30% visualized on TEE done for diverse reasons including valvular assessment, exclusion of infective endocarditis, and coronary artery disease (CAD) assessment. One case was incidentally detected on CMR performed as part of a metastatic tumor workup. Four (30%) patients presented with symptoms of stroke/TIA, of which 2 had a previous history of stroke. One patient had symptoms of both TIA and angina pectoris. Cardiovascular disease risk factors were prevalent: 69% had hyperlipidemia, 46% had atrial fibrillation (Afib), 31% had CAD, 54% had hypertension, and 46% were former smokers. Conclusions: Masses on the Q-tip are rare but significant intracardiac sources of embolism. Accurate identification and categorization of these masses are challenging, yet critical, to guide appropriate surgical intervention and improve patient outcomes. Further studies are needed to establish standardized diagnostic and treatment protocols for this unique presentation of PFEs.
Retreatment of multiple myeloma with previously refractory drugs
Goel, Utkarsh , Charalampous, Charalampos , Kapoor, Prashant , Binder, Moritz , Buadi, Francis K. , Dingli, David , Fonder, Amie , Gertz, Morie A. , Hayman, Suzanne R. , Hobbs, Miriam, Hwa, Yi L. , Kourelis, Taxiarchis , Lacy, Martha Q. , Warsame, Rahma , Kyle, Robert A. , Kumar, Shaji , Dispenzieri, Angela , Fonder, Amie , Gertz, Morie A , Kourelis, Taxiarchis , Lacy, Martha Q , Leung, Nelson , Warsame, Rahma , Kumar, Shaji K , Binder, Moritz , Buadi, Francis K , Dingli, David , Dispenzieri, Angela , Gonsalves, Wilson I. , Leung, Nelson , Lin, Yi , Rajkumar, S. Vincent

Blood Advances | November 13, 2024 | Volume: 8 | Issue: 24 | Pages: 6321-6328

10.1182/bloodadvances.2024014723 | PMID 39536293 Get It

Abstract As patients with relapsed/refractory multiple myeloma (RRMM) continue to live longer, they might get exposed to most available drugs and drug classes during the disease course. For such late line RRMM or among patients without access to novel therapies, retreatment with a drug that the disease had previously been refractory to might be one option. In this retrospective study, we describe 315 patients with RRMM at our institution who were retreated with a drug that the disease had been previously refractory to. We found an overall response rate of 56.2% and a median progression-free survival (PFS) of 11 months with retreatment. Patients with a longer time on initial therapy with the index drug (&gt;28.4 months) had a superior PFS with retreatment (median PFS, 16.9 vs 8.1 months; P &lt; .001). Similarly, patients with a longer time gap between the initial line of therapy with index drug and retreatment with index drug (&gt;46.1 months) had better PFS with retreatment (28.2 vs 8.9 months; P = .016). In conclusion, retreatment with a previously refractory drug is a viable therapeutic option for RRMM, with the most significant benefit derived in disease demonstrating sensitivity to initial drug exposure and among those with a longer gap between initial drug exposure and retreatment.
Short-term Surgical Outcomes of Papillary Craniopharyngiomas: A Multicenter Study
Catalino, Michael P. , Pham, D. T. , Pacione, Donato , Suryadevara, Carter M. , Silverstein, Julie , Gardner, Paul A. , Fernandez‐Miranda, Juan C. , Benjamin, Carolina , Kshettry, Varun R. , Zada, Gabriel , Zwagerman, Nathan T. , Cheok, Stephanie , Wu, Kyle C., Little, Andrew S. , Pham, Duy, Rennert, Robert C , Couldwell, William T. , Kim, Won Bae , Kim, Albert , Chicoine, Michael , Barkhoudarian, Garni , Gompel, Jamie J. Van , Palit, Sandhya R. , Prevedello, Daniel M. , Mamelak, Adam N. , Pacult, Mark A. , Karsy, Michael

No container title available | November 13, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5245655/v1 Get It

Abstract Purpose: Craniopharyngiomas are rare parasellar tumors, and papillary craniopharyngiomas (PCP) represent 8-20% of cases. We assessed surgical outcomes of these very rare tumors among patients treated in the last decade. Methods: Retrospective data from the Registry of Adenomas of the Pituitary and Related Disorders (RAPID) were used to evaluate patients with PCP treated between 2011 and 2023 at 14 US-based academic skull base centers. Demographic, imaging, surgical, and outcome variables were analyzed. Results: Ninety-nine patients with PCP were included. Mean age was 51.8±14.7 and 57.6% were male. Most tumors showed mixed cystic/solid components (67.5%), were trans-infundibular (50.0%), and were treated endoscopically (74.5%), with 51.1% demonstrating gross total resection (GTR). Pituitary stalk was preserved in 51.9%. Permanent arginine vasopressin deficiency was seen in 68.8% and was associated with pituitary stalk sacrifice (p=0.02). Cerebrospinal fluid leak was the most common nonendocrine postsurgical, 30-day complication (9.1%), reason for return to the operating room (3.1%), and reason for 90-day readmission (8.1%). Return to the operating room was associated with discharge to a skilled nursing or rehabilitation facility (p=0.0001). Most patients (63.9%) received no adjuvant therapy; GTR was associated with decreased radiotherapy use (p=0.0001). BRAFV600E mutation was detected in 64/69 tumors tested, although only 1 patient was treated with a BRAF inhibitor. Conclusion: To our knowledge, the RAPID consortium enabled the largest real-world clinical information dataset for PCP. Our data can be used as a benchmark for short-term surgical outcomes. Longer-term follow-up studies are needed to understand how to optimize outcomes from each treatment modality.
NCOG-32. RELATIONSHIPS BETWEEN INTRAOPERATIVE TASK-BASED GAMMA BAND ELECTROCORTICOGRAMS, DIRECT ELECTRICAL STIMULATION, AND COGNITIVE-LINGUISTIC OUTCOME FOLLOWING AWAKE BRAIN TUMOR RESECTION
Noll, Kyle R. , Tasnim, Israt , Asman, Priscella , Swamy, Chandra, Connelly, Katherine , Muir, Matthew , Ince, Nuri F. , Prabhu, Sujit S. , Muir, Matthew T. , Hall, Matt , Pellizzer, Giuseppe

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii231-viii231

10.1093/neuonc/noae165.0914 Get It

Abstract BACKGROUND As an adjunct to direct electrical stimulation (DES), intraoperative electrocorticography (ECoG) can aid detection of language-eloquent cortex. However, it is unclear how surgical impact upon mapping findings relates to cognitive-linguistic outcomes. METHODS Ten patients underwent awake craniotomy for tumor resection with ECoG and DES language mapping. Mapping utilized iPad stimulus presentation coupled to an electrode array capable of both recording ECoG activity and delivering DES. Time-frequency gamma band activations were visualized (Early, Long, Late, Double Peak) for 3 naming paradigms (Object, Action, Auditory). DES was also conducted for each task. Mapping results were overlayed on postoperative MRI to examine proximity to parenchymal trauma (cavity, sulcal displacement). Patients completed cognitive-linguistic testing [WAB-R (N=3) or Neuropsychological Assessment (N=7)] prior to surgery and &lt;2 months postoperatively. Patients with persisting aphasia at 6-month follow-up were also identified. RESULTS Postoperative language decline was found in 50% of patients, with 30% showing worsening (&gt;1SD) in Naming and Phonemic Fluency, and 60% in Semantic Fluency. Surgery impacted ECoG features in 60% of patients and DES arrest sites in 30%. A trend was observed where Early and Late Object naming ECoG features were associated with Semantic Fluency decline [rpb(5)=-.69, p=.067]. Arrest during Auditory naming DES &lt;1 cm of surgical effect was associated with decline in Abstraction [rpb(5)=-.83, p=.042; FET, p=.029] and Semantic Fluency [rpb(5)=-.87, p=.012; FET, p=.024]. Excluding the 3 transsulcal surgeries, arrest during Auditory naming DES &lt;1 cm of resection was associated with general language decline [FET, p=.047]. All 3 patients with persisting aphasia had Auditory naming arrest &lt;1 cm of resection and 2/3 patients had Object naming ECoG features resected. CONCLUSIONS While preliminary, results suggest that surgical proximity to ECoG and DES mapping results may inform risk of surgically-acquired cognitive-linguistic decline. Findings support the potential of multimethod-multitask intraoperative language mapping.
NCOG-34. CORRESPONDENCE BETWEEN INTRAOPERATIVE GAMMA BAND ELECTROCORTICOGRAMS AND DIRECT ELECTRICAL STIMULATION ACROSS DIVERSE NAMING TASKS IN PATIENTS WITH LANGUAGE-ELOQUENT BRAIN TUMORS
Noll, Kyle R. , Tasnim, Israt , Asman, Priscella , Swamy, Chandra, Connelly, Katherine , Muir, Matthew , Hall, Matthew J. , Ince, Nuri F. , Prabhu, Sujit S. , Muir, Matthew T. , Hall, Matthew, Pellizzer, Giuseppe

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii232-viii232

10.1093/neuonc/noae165.0916 Get It

Abstract BACKGROUND Few studies have examined concordance between intraoperative electrocorticography (ECoG) and direct electrical stimulation (DES) language mapping, especially across varied naming tasks. METHODS Twelve patients (Mdn age=59; 75% HGG) underwent awake craniotomy with ECoG and DES language mapping. Mapping utilized iPad stimulus presentation coupled to a 4x8 electrode array for both ECoG and DES. Time-frequency ECoG gamma band activity (Early and Late) was visualized for 3 naming paradigms (Object, Action, Auditory). Bipolar DES was also conducted for each task at each electrode pair. ECoG activations and DES hits were overlayed on preoperative MRI. DES hits represented ground truth for eloquence. ECoG accuracy was examined for each task with 3 different criteria: exact (identical electrodes for ECoG activation and DES hits), adjacent (ECoG &lt;1cm of DES hits), and adjacent within a predefined peritumoral region of interest (&lt;2 cm from boundaries). RESULTS 32 DES hits (40% Auditory, 32% Action, 28% Obj) were observed across patients. Exact ECoG-DES accuracy ranged from 78%-90% [Object: Sens=11%, Spec=91%, PPV=6%, NPV=95%; Action: Sens=40%, Spec=93%, PPV=24%, NPV=97%; Auditory: Sens=69%, Spec=78%, PPV=19%, NPV=78%]. Adjacent ECoG-DES accuracy ranged from 82%-91% [Object: Sens=33%, Spec=92%, PPV=18%, NPV=97%; Action: Sens=44%, Spec=93%, PPV=25%, NPV=97%; Auditory: Sens=91%, Spec=81%, PPV=37%, NPV=99%]. When restricted to the peritumoral region, adjacent ECoG-DES accuracy ranged from 94%-97% [Object: Sens=14%, Spec=99%, PPV=25%, NPV=97%; Action: Sens=25%, Spec=99%, PPV=25%, NPV=99%; Auditory: Sens=100%, Spec=94%, PPV=54%, NPV=100%]. For patients with DES hits (N=10), all had at least 1 task activation &lt;1 cm of DES hits, with 7/10 having convergence of activations across at least 2 tasks. CONCLUSIONS Negative ECoG mapping is strongly predictive of non-eloquence confirmed by DES for all naming tasks. Additionally, gamma band activation elicited by auditory naming within the peritumoral region is strongly predictive of eloquence. Findings support task-based ECoG language mapping for prediction of eloquence and identification of targets for DES confirmation.
CTIM-14. EARLY SAFETY DATA FROM A RANDOMIZED, MULTICENTER, DOUBLE-BLIND, PHASE 2B STUDY OF IGV-001, AN AUTOLOGOUS CELL IMMUNOTHERAPY, VERSUS PLACEBO, IN NEWLY DIAGNOSED GLIOBLASTOMA (NDGBM)
Elder, J. Bradley , Hanft, Simon , Lee, Ian , Farrell, Christopher , Boockvar, John A. , Kim, Lyndon, Schulder, Michael , Correia, Carlos Eduardo Silva , Ramakrishna, Rohan , Wu, Julian K. , Agarwal, Vijay , Amankulor, Nduka, Evans, Linton T. , Giglio, Pierre , Wu, Kyle C., Wu, Synphen H., Falo, Cristina, Walbert, Tobias , Robin, Adam , Alnahhas, Iyad , Wernicke, A. Gabriella , Aregawi, Dawit , Maurer, Robert, Jeyapalan, Suriya, Magge, Rajiv , Chan, Amy B. W. , Hormigo, Adı́lia , Higgins, Dominique , Moss, Nelson S. , Sherman, Wendy, Neese, Leila, Pennock, Gregory, Scott, Charles , Perez-Olle, Raul , Andrews, David W. , Lee, Ian Y , Zacharia, Brad E. , Wong, Eric T. , Amankulor, Nduka, Bhatia, Ankush , Brennan, Cameron , Gill, Brian J. A. , Sengupta, Soma , ReFaey, Karim , Vojnic, Morana , Ghatan, Saadi , Singer, Samuel , Malik, Athar N. , Patel, Nitesh V. , Chan, Amy, IWAMOTO, FABIO MASSAITI , Dey, Mahua , Neese, Leila

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii88-viii88

10.1093/neuonc/noae165.0347 Get It

Abstract Standard of care (SOC) for ndGBM begins with maximal safe resection followed by adjuvant radiotherapy and temozolomide, and maintenance temozolomide. IGV-001 is an autologous biologic-device combination immunotherapy for the treatment of ndGBM that consists of autologous GBM tumor cells and an antisense oligonucleotide against IGF-1R mRNA, irradiated and administered via biodiffusion chambers implanted in the abdomen. In a phase 1b study, IGV-001 was well tolerated without unexpected adverse events in subjects with ndGBM. Multiple efficacy signals were observed, including significant improvements in progression-free survival (PFS), overall survival (OS), radiographic evidence of tumor response, and changes in immune response biomarkers. Here, we present early safety data from the phase 2b randomized, multicenter, double-blind, placebo-controlled study (NCT04485949) designed to assess efficacy and safety of IGV-001 in subjects with ndGBM across 20 sites in the United States. After surgical resection, subjects were randomized 2:1 and treated with IGV-001 or placebo followed by SOC. The primary outcome is PFS, defined as the time from randomization to first progression, as determined by blinded central radiology review, or death. Secondary outcomes include OS, defined as the time from randomization to death due to any cause, and safety. As of May 22, 2024, 99 subjects were randomized and 95 implanted with IGV-001 or placebo plus SOC. A total of 39/45 (86.7%) subjects had sufficient follow-up time after initiated treatment with concurrent radiation and temozolomide. Nine of 72 randomized (12.5%) discontinued treatment, including 7 who stopped during the SOC treatment period. None ceased treatment for adverse events, protocol deviations, or death. A total of 11/72 (15.3%) randomized subjects discontinued the study after randomization. A review of blinded safety data did not show any emerging risk and supports no change to the benefit-risk profile of IGV-001 versus placebo. Updated data will be presented.
NIMG-87. MULTIREGIONAL, MRI-LOCALIZED SAMPLING OF HIGH GRADE GLIOMAS REVEAL SEX-DISTINCT PATTERNS OF 5-ALA FLUORESCENCE AND IMAGING FEATURES
Green, Destiny L., Singleton, Kyle , Vogelbaum, Michael A. , Swanson, Kristin R. , Swanson, Kristin R , Jackson, Pamela , Curtin, Lee , ReFaey, Karim , Bendok, Bernard R.

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii215-viii216

10.1093/neuonc/noae165.0851 Get It

Abstract High grade gliomas (HGGs) are aggressive brain tumors that are difficult to remove completely, leading to poor survival rates. Contrast enhancement on T1Gd magnetic resonance imaging (MRI) has traditionally been used to guide resection, however it often underestimates true tumor burden, adding a layer of uncertainty for surgeons during pre-operative planning. Fluorescence guided surgery using 5-aminolevulinic acid (5-ALA) has emerged as an intraoperative solution and understanding it in conjunction with MRI features can address the limitations of routine T1Gd imaging during surgical planning. Here we investigate sex-specific patterns in HGGs using 5-ALA fluorescence and imaging features. We analyzed a patient dataset of 202 multiregional MRI-localized biopsies from 42 HGG patients (20 male and 22 female). Data included patient demographics, 5-ALA status (positive or negative), MRI annotations (CE = contrast enhancement, NE = non-enhancement, BAT = brain around tumor non-enhancement), and survival outcomes. Statistical analyses included Wilcoxon rank-sum tests, Kruskal-Wallis tests, and chi-squared tests to assess differences in imaging annotations and 5-ALA positive vs negative status among sex cohorts. Among all samples, CE and BAT were associated with higher 5-ALA positivity, while NE was associated with higher 5-ALA negativity (p = 0.02119). Female patients were less likely to have detectable 5-ALA in their multiregional biopsy samples than males (p &lt; 0.0001). CE at the biopsy location was more likely to be indicative of 5-ALA positivity in males than females (p = 0.001927); whereas NE was associated with higher 5-ALA negativity in females than males (p = 0.03426). BAT was associated with higher 5-ALA positivity in males than females (p = 0.03895). Our study reveals sex-specific patterns in 5-ALA fluorescence and image features among HGG patients. These unique features may serve as potential pre-surgical markers for tumor regions that are more likely to benefit from 5-ALA-guided resection.
EPCO-40. TRANSCRIPTIONAL TRAJECTORY INFERENCE OF IMAGE-LOCALIZED, MULTI-REGIONAL HIGH-GRADE GLIOMA BIOPSIES REVEALS DISTINCT POPULATION ECOLOGIES AND SEX-ASSOCIATED ENRICHED PATHWAYS
Bond, Kamila M. , Singleton, Kyle , Sereduk, Christopher, Krishna, Chandan , Zimmerman, Richard S. , Patra, Devi P. , Donev, Kliment , Mrugała, Maciej M. , Tran, Nhan L. , Hu, Leland , Canoll, Peter , Swanson, Kristin R. , Swanson, Kristin R , Tran, Nhan L , Curtin, Lee , Jackson, Pamela , Sereduk, Chris , Bendok, Bernard R. , Al‐Dalahmah, Osama

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii10-viii11

10.1093/neuonc/noae165.0039 Get It

Abstract The intra- and inter-patient heterogeneity in high-grade glioma (HGG) continues to contribute to its poor prognosis. Clinical biopsies are often harvested from limited regions and typically are not image localized. Thus, they fail to capture the diversity within tumor regions, immune expression or normal cell abundances that play key roles in tumor development. It is important to gain an understanding of these subpopulation ecologies, their spatial resolution, and interactions between them that may then be exploited for future therapeutic benefit. Further, these may differ by patient characteristics such as sex, age at diagnosis and treatment status. Using an ongoing image-localized biopsy collection protocol, we have so far evaluated the bulk transcriptomics of 202 multi-regional biopsies from 58 patients to characterize HGG heterogeneity. These samples were processed through Monocle, a reverse graph embedding algorithm that groups samples into states and orders them along developmental trajectories. Deconvolution methods were previously used to predict relative abundances of 7 normal, 6 glioma, and 5 immune cell subpopulations for each sample, which we have now overlaid on the Monocle graph. Monocle classified HGG into 4 main states along a three-pronged trajectory. These states reveal distinct population ecologies with associated enriched gene pathways. We also note significant immune pathway enrichments that differ between state and patient-reported sex. Together, these algorithms reveal a simple transcriptomic trajectory that helps us understand the development and evolution of HGG. Characterizing the in vivo diversity within and between high grade gliomas is important for understanding prognosis, stratifying future treatments and ultimately improving patient outcome.