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Haddon matrix model: Application to workplace violence in a hospital setting
Derscheid, Della J. , Meyer, Christopher, Arnetz, Judith E. , Meyer, Christopher

Journal of Healthcare Risk Management | December 11, 2024 | Volume: 44 | Issue: 3 | Pages: 26-35

10.1002/jhrm.21586 | PMID 39658871 Get It

AbstractThe aim of this study was to identify hospital‐based workplace violence (WPV) risk factors with the Haddon Matrix Model (HMM) to determine its potential utility to conceptualize multiple risks for WPV events. This descriptive study utilized two independent convenience samples Data from behavioral emergencies (2014–2015) for patient violence (N = 192) and from health care staff (N = 380) 12‐month violence survey responses (2015) in a Midwestern academic hospital were analyzed. Logistic regression examined patient features associated with physical violence. Survey questions pertained to employee, environment, and cultural factors associated with WPV; responses were examined with Chi‐square and two‐sample t‐tests. Violence risk factors populated the 4 Haddon Matrix domains at pre‐event time frames as Host (worker)‐age/demographics, Agent (patient)‐age/gender, Physical Environment‐door/window structure, and Social Environment‐worker safety. Risks at event time frames populated for Agent—behavior/delirium, and Physical Environment—event medication/patient identification. The Haddon Matrix identification of hospital violence risks indicates its utility as a comprehensive approach to workplace violence.
Design and Methodological Considerations for Real World Data-Derived Progression-Free Survival in Multiple Myeloma
Wang, Jocelyn R., Hayden, Jennifer, Yue, Yiyang , Meyer, Craig S. , Gan, Ryan W. , Zhang, Youyi , Mohanty, Pranay, Roose, James , Lund, Jennifer L. , Hester, Laura , Reid, Kelly, Carson, Robin, Sarsour, Khaled, Batavia, Ashita S. , Ackerman, Benjamin , Mohanty, Pranay, Schneeweiß, Sebastian , Weberpals, Janick G. , Nadeem, Omar , Ailawadhi, Sikander , Raje, Noopur , Giri, Smith , Siddique, Juned , Carson, Robin

Blood | December 6, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 3763-3763

10.1182/blood-2024-199224 Get It

Introduction: Progression-free survival (PFS), a common endpoint used in multiple myeloma (MM) trials, is defined as the time to the earliest occurrence of disease progression or death. Disease progression in MM is determined by the International Myeloma Working Group (IMWG) Uniform Response Criteria based on imaging and biomarkers from blood, urine, and bone marrow biopsy testing. In clinical trials, IMWG-recommended assessments are protocol-based. However, in routine care, they are often performed and recorded differently based on a multitude of factors. Algorithms to ascertain progression events using routinely collected biomarker data are important to classify disease progression and align with trial-defined endpoints. The aim of this study was to construct and evaluate an optimized real-world Progression (rwP) algorithm using real-world data (RWD) and demonstrate how biomarker data are captured and used to derive endpoints in routine practice. Method: A cohort of 270 transplant ineligible newly diagnosed MM (NDMM) patients starting on lenalidomide and dexamethasone (Rd) and meeting select MAIA (NCT02252172) trial eligibility criteria were included from the nationwide Flatiron Health electronic health record-derived deidentified database from 2015 to 2023. A rwP algorithm was developed using key IMWG-recommended biomarkers, including serum protein electrophoresis (SPEP), urine protein electrophoresis (UPEP), and serum free light chains (FLCs). The initial baseline value for each biomarker was identified, if available, during either the pre-treatment period (45 days prior through 7 days after first line treatment (1L) start) or the on-treatment period (8 days after 1L start through 1L end). Available biomarkers were followed for disease assessment. If any subsequent lab value during 1L treatment was less than the initial baseline value, the subsequent “on-treatment baseline” value was adopted as the new lowest value; otherwise, the initial value was used as the “on-treatment baseline” value for assessing progression events. Three hierarchies, which describe the order of utilizing key IMWG-recommended biomarkers to define rwP events, were explored, including: i) strict hierarchy (SH) [SPEP > UPEP > FLCs], ii) partial hierarchy (PH) [SPEP = UPEP > FLCs], and iii) no hierarchy (NH) [SPEP = UPEP = FLCs]. The PH option closely resembles the IMWG criteria, with FLCs only used for rwP assessments when no measurable SPEP/UPEP are identified. The NH approach considers all available biomarkers equally and resembles how they are utilized in real-world clinical practice. The feasibility of requiring confirmatory events following the first suggestion of progression was also explored. Assays following the progression event up to the end of 1L were considered as confirmatory progression events if they met IMWG criteria. Results: We applied the rwP algorithm with each hierarchy to all eligible NDMM patients (N = 270). The SH, PH, and NH approaches respectively identified 106 (39.3%), 106 (39.3%), and 123 (45.6%) patients with progression events. Results from the SH and PH approach are consistent likely due to the rarity of UPEP usage in clinical practice. The NH approach captured more progression events because FLCs are used in the presence of measurable SPEP or UPEP, resulting in 73 progression events captured by FLCs in comparison to 32 from other approaches, potentially increasing false-positive capture due to the volatility of FLC results. Among the 106 PH-identified patients who progressed, 84 (79.2%) had IMWG-recommended tests following their progression event, and 74 (69.8%) had their progression confirmed before the end of 1L, with 35 (33.0%) receiving their confirmatory reading within 2 months after progression. These results suggest that requiring confirmatory testing as part of the rwP is feasible, though it may introduce false negatives for patients receiving clinical progression confirmation instead of getting confirmatory labs in routine clinical practice. Conclusion: We present a comprehensive assessment of important design choices for an rwP algorithm for NDMM, including a hierarchy of key assays and the inclusion of confirmatory testing. Further validation of the algorithm with health care provider assessments and the inclusion of bone marrow biopsy and imaging data is important for evaluating the performance of the algorithm in RWD.
Women With Congenital Adrenal Hyperplasia Have Favorable Pregnancy Outcomes but Prolonged Time to Conceive
Auer, Matthias K. , Minea, Clara E, Beuschlein, Felix , Lottspeich, Christian , Bidlingmaier, Martin , Nowotny, H. , Tschaidse, Lea , Simeoli, Chiara , Reisch, Nicole , Quinkler, Marcus , Bancos, Irina , Beuschlein, Felix , Lottspeich, Christian , Bidlingmaier, Martin , Falhammar, Henrik , Pivonello, Rosario , Reisch, Nicole , Quinkler, Marcus , Bancos, Irina , Meyer, Gesine , Rieger, Eva, Falhammar, Henrik

Journal of the Endocrine Society | December 5, 2024 | Volume: 9 | Issue: 1 | Pages: No page available

10.1210/jendso/bvae211 | PMID 39669654 Get It

Abstract Objective To study pregnancy outcomes and complications in women with congenital adrenal hyperplasia (CAH). Methods A retrospective multicenter study was conducted at tertiary reference centers in 5 countries (Austria, Germany, Italy, Sweden, USA), including 72 adult women with CAH (nonclassic [NC] n = 34, simple virilizing [SV] n = 21, salt wasting [SW] n = 17). Results A total of 133 pregnancies, 112 live births, and 25 abortions were documented. Prolonged latency to pregnancy was observed (median 11 months in SW, 24 months in SV, 8 months in NC), with a notable use of fertility-enhancing medication (25.6%) and assisted reproductive techniques (30.8%). Over half of the women in each group took more than 12 months to conceive. The average number of live births (1.4-1.6 children per woman) was similar across CAH phenotypes and comparable to the general population. Spontaneous abortion rates (18.0%) were also similar across phenotypes. Primary cesarean section rates (60.9%) were higher than in the general population, though 23.8% of women with SV and 29.4% of women with SW gave birth naturally, despite most having undergone genital surgery. Children categorized as small for gestational age were 20.5%. Pregnancy, delivery, and postpartum complications were rare for mothers and neonates. Conclusion The study indicates a prolonged latency to pregnancy and high use of fertility treatments in CAH patients, regardless of phenotype. Abortion rates were not increased, and overall pregnancy and perinatal outcomes were favorable.
Spinoplastic Reconstruction Using Iliac Crest Vascularized Bone Graft following Sacral Ependymoma Resection
Reece, Edward M., Spronsen, Nicole Van , Jeger, Jonathan L. , Fullmer, Christopher, Abdulwadood, Isra , Meyer, Jenna , Ropper, Alexander E., Winocour, Sebastian, Bohl, Michael A. , Kalani, Maziyar A. , Van Spronsen, Nicole, Velluto, Calogero , Jeger, Jonathan L

Plastic and Reconstructive Surgery - Global Open | November 25, 2024 | Volume: 12 | Issue: 11 | Pages: e6341

10.1097/gox.0000000000006341 | PMID 39600334 Get It

Summary: Sacral reconstruction post tumor resection has historically been executed with the placement of hardware or free tissue transfer. Reconstruction using a vascularized bone graft is an alternative that avoids the complications associated with hardware placement or free tissue transfer. This article describes the first documented case of spinoplastic reconstruction using an iliac crest vascularized bone graft (IC-VBG) after the resection of a sacral ependymoma. This is a case of a 17-year-old boy with a history of a sacral myxopapillary ependymoma. He presented to a local emergency department complaining of 6 months of urinary incontinence and progressive paresthesias affecting the left lower extremity. Magnetic resonance imaging was significant for a lesion located in the extradural spinal canal. Biopsy confirmed a myxopapillary ependymoma, World Health Organization grade II. The initial intervention involved tumor resection with titanium hardware placement. He subsequently required replacement of the titanium hardware with carbon fiber, secondary to the need for surveillance imaging. He underwent harvesting and inset of the IC-VBG at the time of hardware replacement. IC-VBG is a safe and effective modality for spinoplastic reconstruction. It enhances the potential for solid bony union and offers a practical alternative to free bone transfer. This approach provides an asset to add to a reconstructive surgeon’s armamentarium, making it an essential tool for reconstructive surgeons working in conjunction with spinal surgery colleagues.
Radiology-pathology correlation: Rosai–Dorfman disease
Benson, John C. , Pais, Alex B, Mark, Ian T. , Chen, John J. , Meyer, Frederic B., Giannini, Caterina, Tobin, William O, Benson, John , Mark, Ian , Chen, John J , Pais, Alex B, Tobin, W. Oliver , Hunt, Christopher H.

The Neuroradiology Journal | November 20, 2024 | Volume: 38 | Issue: 3 | Pages: 299-303

10.1177/19714009241303077 | PMID 39567877 Get It

Rosai–Dorfman Disease (RDD), also known as sinus histiocytosis with massive lymphadenopathy, is a rare non-Langerhans cell histiocytic neoplasm. Although the disease classically presents as massive painless lymphadenopathy in young adults, RDD can also involve the central nervous system in some patients. CNS lesions, can cause headaches, neurologic deficits, and even neurologic deficits. The imaging appearance of CNS RDD typically mimics that of meningiomas: well-circumscribed dural-based lesions that often have dural tails. However, some imaging clues also exist that might help a radiologist recognize RDD, even before histopathologic confirmation. This radiology-pathology report of a patient with CNS RDD highlights the most pertinent clinical, imaging, and pathologic features of CNS RDD, and discusses what the neuroradiologist needs to know about the disease.
EXCELLENT Registry: A Prospective, Multicenter, Global Registry of Endovascular Stroke Treatment With the EMBOTRAP Device
Nogueira, Raul G. , Andersson, Tommy , Haussen, Diogo C , Yoo, Albert J. , Hanel, Ricardó A. , Zaidat, Osama O. , Hacke, Werner , Fiehler, Jens , Brinjikji, Waleed , Doyle, Karen , Kallmes, David F. , Liebeskind, David S. , Kokoszka, Malgosia A., Inoa, Violiza , Humphries, William, Woodward, Keith, Bozorgchami, Hormozd, Boor, Stephan , Cohen, José E. , Taqi, Muhammad , Budzik, Ronald F. , Hussain, M. Shazam , Estrade, Laurent , Puri, Ajit S., Brekenfeld, Caspar , Siddiqui, Adnan H. , Jovin, Tudor G , Fiehler, Jens , De Meyer, Simon F , Brinjikji, Waleed , Doyle, Karen M , Liebeskind, David S. , Virmani, Renu , Inoa, Violiza , Jabbour, Pascal , Levy, Elad I , Boor, Stephan , Cohen, Jose E , Dashti, Shervin R , Schirmer, Clemens M , Estrade, Laurent , De Leacy, Reade , Chitale, Rohan V , Brekenfeld, Caspar , Siddiqui, Adnan H , Andersson, Tommy , Hanel, Ricardo A , Nogueira, Raul G , Yoo, Albert J , Jovin, Tudor G. , Virmani, Renu , Jabbour, Pascal , François, Olivier , Levy, Elad I. , Schirmer, Clemens M. , Leacy, Reade De , Puri, Ajit S

Stroke | November 19, 2024 | Volume: 55 | Issue: 12 | Pages: 2804-2814

10.1161/strokeaha.124.047324 | PMID 39559856 Get It

BACKGROUND: The EXCELLENT registry aimed to evaluate the effectiveness of the EMBOTRAP Revascularization Device in an all-comer population in a real-world setting, with a focus on the composition of retrieved clots. METHODS: EXCELLENT is a prospective, global registry of patients with acute ischemic stroke treated with EMBOTRAP as the first-line mechanical thrombectomy device conducted at 34 sites (25 sites contributing clot) from September 2018 to March 2021, utilizing core imaging and central histology laboratories blinded to clinical data, independent 90-day modified Rankin Scale assessment and Clinical Events Committee. RESULTS: After screening 3799 patients, a total of 997 subjects (mean age, 70.0±14.2 years; 51.8% women; 19.7% non-White) were included. The first-pass modified Treatment in Cerebral Infarction (mTICI) ≥2b rate was 64.5% (623/966), first-pass mTICI ≥2c was 39.1% (378/966), and final mTICI ≥2b was 94.5% (931/985). A total of 427/912 (46.8%) patients achieved a 90-day modified Rankin Scale of 0 to 2 or ≤baseline. Embolization to a new territory occurred in 0.2% (2/984), and symptomatic intracranial hemorrhage at 24 hours in 1.6% (16/997). The 90-day mortality was 19.1% (175/918). Device- and/or procedure-related serious adverse events occurred in 5.9% (54/912) through 90 days. The mean RBC percentage of retrieved clots was 45.62±21.372. Among patients who achieved mTICI ≥2b with the first pass, 15.7% (52/331) and 9.7% (32/331), respectively, had RBC-poor (<25%) and RBC-rich (>75%) clots. Patients with no clot retrieved in any procedural pass had a lower percentage of hyperdense or susceptibility vessel sign on baseline imaging (58.9% versus 74.7%; P <0.001), pointing to a potential preprocedure indicator of challenging clot. CONCLUSIONS: The EXCELLENT registry informs real-world practices in mechanical thrombectomy and sheds light on the range of clots effectively retrieved by current technology. This is the first report of detailed patient characteristics where mechanical thrombectomy maneuvers failed to remove any clot material. Although the composition of nonretrievable clots cannot be assessed histologically, the results support the notion that no retrieval may be correlated with imaging findings suggesting clots lower in RBC. REGISTRATION: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT03685578.
EXTH-81. A RARE CASE OF RELENTLESSLY PROGRESSIVE METASTATIC PINEOCYTOMA MANAGED WITH SEQUENTIAL MULTIMODAL THERAPY
Valerius, Allison , Thomsen, Anna, Meyer, Fredric B. , Mahajan, Anita , Link, Michael J. , Ruff, Michael W. , Giannini, Caterina, Sener, Uğur , Lachance, Daniel Honore , Burns, Timothy Francis

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii255-viii255

10.1093/neuonc/noae165.1011 Get It

Abstract BACKGROUND Pineocytoma is a rare pineal parenchymal WHO grade 1 tumor, typically well-managed with surgical resection alone. With gross total resection (GTR), 91% 1-year and 84% 5-year survival rates have been reported. Recurrent pineocytoma is rare and optimal management in that setting is unknown, in part owing to the rarity of the condition. METHODS We report an atypical course of pineocytoma in a 58-year-old male involving metastatic disease. RESULTS A pineal mass was identified upon MRI of the brain obtained for vision changes. Patient underwent GTR, pathology was consistent with pineocytoma, WHO grade 1. Ki-67 labeling index was low at 1-2%. Despite low-grade pathology, two years later, surveillance imaging demonstrated recurrence in the pineal region and a second lesion in the right thalamus. The patient underwent gamma knife surgery (GKRS) to both lesions. Three years later, he developed three new lesions in the right cerebellum and again underwent GKRS. Subsequent surveillance imaging identified new lesions in the right cerebellum and along ventricular walls, treated with further GKRS. Nine years after initial diagnosis, focal nodular leptomeningeal metastases were discovered, along with progression at the primary tumor site. Patient was treated with GKRS to the nodular deposits followed by pembrolizumab. Further disease progression as noted despite immunotherapy. Patient was treated with 6 cycles of temozolomide chemotherapy and at further progression 3 cycles of lomustine. Upon additional progression, further radiation therapy was administered with bevacizumab to reduce risk of radiation necrosis. Patient remains on surveillance 13 years after initial diagnosis with visual changes and mild headache representing only clinical issues. CONCLUSIONS Although exceedingly rare, pineocytoma is capable of metastasizing to brain parenchyma and the leptomeninges, as demonstrated in our patient. However, our case demonstrates prolonged survival is possible even in the setting of relentlessly progressive metastatic disease with utilization of multimodality treatment.
BIOM-52. THE DYNAMIC GLIOMA CSF PROTEOME: IMPACT OF LOCATION AND RESECTION FOR DISEASE MONITORING
Riviere-Cazaux, Cécile , Warrington, Arthur E. , Hoplin, Matthew D. , Andersen, Katherine, Malik, Noor , Jusué-Torres, Ignacio , Meyer, Fredric B. , Kizilbash, Sani H. , Campian, Jian , Parney, Ian, Kizilbash, Sani H , Jusue-Torres, Ignacio , Malik, Noor , Michor, Franziska , Carlstrom, Lucas P. , Ghadimi, Keyvan , Himes, Benjamin , Sarkaria, Jann N. , Gompel, Jamie J. Van , Sener, Uğur , Burns, Terry C.

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii31-viii32

10.1093/neuonc/noae165.0124 Get It

Abstract While serial sampling of glioma tissue is rarely performed before recurrence, cerebrospinal fluid (CSF) can be acquired serially to evaluate candidate monitoring and pharmacodynamic biomarkers in patients with gliomas. However, the impact of key variables to consider in longitudinal CSF, including anatomical location and post-surgical changes, remains unknown. To that end, pre- versus post-resection intracranial CSF samples from patients with gliomas were obtained at early (1-16 days; n=20) or delayed (86-153 days; n=11) timepoints, as well as lumbar-versus-intracranial glioma CSF samples (n=14). Using aptamer-based proteomics, we identified significant differences in the glioma CSF proteome between lumbar, subarachnoid, and ventricular CSF. Indeed, intracranial CSF in paired lumbar/intracranial samples had nearly 1600 unique aptamers, regardless of which intracranial location was compared to the paired lumbar CSF, including in enrichment style analyses that evaluated the overlap between protein states. Importantly, resection had a significant, evolving longitudinal impact on the CSF proteome, with subsets of proteins associated with early versus delayed post-resection changes, many of which were enriched for inflammatory-related pathways. Interestingly, despite increased contamination from surgical debris, enrichment for plasma-associated proteins decreased with resection (FDR: 0.000), suggesting that a portion of the baseline glioma panel could be derived from plasma-originating analytes due to blood-brain barrier disruption. Despite these challenges, our data still revealed preliminary candidate monitoring biomarkers, such as brevican, that increased with progression (example patient: fold-change of 3.58x and 2.08x through lomustine and bevacizumab, respectively), but not pseudoprogression (Fold change less than 1.5). Serial intracranial CSF samples suggested the early potential for disease monitoring and evaluation of pharmacodynamic impact of targeted therapies, including bevacizumab and pembrolizumab. In conclusion, our available data to date suggest that the intracranial glioma CSF proteome provides an abundant and evolving source of candidate biomarkers to longitudinally discern the impact of resection and systemic treatments.
CSIG-29. BRAF INHIBITOR THERAPY IN BRAF-MUTATED PRIMARY BRAIN TUMORS: A SINGLE-CENTER EXPERIENCE
Baykal, Duru, Ser, Hazal, Neth, Bryan J. , Uhm, Joon H. , Ruff, Michael W. , Wilson, Jessica , Yan, Elizabeth , Meyer, Fredric B. , Celda, María Peris, Neth, Byran J. , Baykal, Duru, White, Jessica B. , Sarkaria, Jann N. , Sener, Uğur

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii70-viii70

10.1093/neuonc/noae165.0278 Get It

Abstract BACKGROUND BRAF pathway alterations are frequent in glial/neuroepithelial tumors. BRAF-targeted therapy with BRAF inhibitors (BRAFi) and/or MEK inhibitors (MEKi) has proven efficacy in clinical trials, though mainly enrolling pediatric patients. We sought to investigate real-world data for adult patients with BRAF-pathway mutant glial/neuroepithelial neoplasms treated with BRAFi/MEKi. METHODS Adults with BRAF-pathway mutated glial/neuroepithelial neoplasms treated with BRAFi/MEKi were retrospectively reviewed. RESULTS Five patients (n=4 female, median age at diagnosis 36) were identified (tumor types: glioblastoma n=1, high-grade astrocytoma with epithelioid features n=1, low-grade neuroepithelial tumor n=1, pilocytic astrocytoma n=1, pleomorphic xanthoastrocytoma n=1). Four had BRAF V600E and one had NF1 p.S2687Cfs*5 mutant tumors. Prior to targeted therapy initiation, patients underwent a median 2.4 treatments including surgery (n=4), radiation therapy (n=4), chemotherapy (temozolomide n=4; carboplatin/vincristine n=1). BRAF-targeted therapies included dabrafenib/trametinib (n=4), binimetinib/encorafenib (n=2), binimetinib (n=2). One NF1-mutant glioblastoma received binimetinib followed by binimetinib/bevacizumab. Median BRAFi/MEKi treatment was 15.2 months (range: 6-36 months). Toxicities included leukopenia (n=3), peripheral edema (n=1), reduced ejection fraction (n=1), skin rash (n=5), transaminitis (n=1) with all patients requiring dose reductions and 3 cases requiring discontinuation. Among patients where BRAFi/MEKi was discontinued due to toxicity, 2 received other treatments at progression, then switched to a different BRAFi/MEKi combination, which they tolerated (duration 6-10months). Best radiographic response was partial response, noted in 3 patients treated with dabrafenib/trametinib. Four patients remain alive and continue BRAFi/MEKi. CONCLUSIONS In this cohort of heavily-pretreated patients with glial/neuroepithelial neoplasms, BRAF-targeted therapy was associated with durable responses. Interestingly, two patients who were unable to tolerate one combination of BRAFi/MEKi were able to tolerate a different combination with sustained response. Our findings support ongoing use of BRAF targeted therapy for CNS tumors. Optimal timing and duration of treatment requires further prospective evaluation in adult patients.
PATH-30. CLINICAL OUTCOMES AND PREDICTIVE BIOMARKERS FOR IDH-WILDTYPE GLIOBLASTOMAS DEVELOPING HYPERMUTATION FOLLOWING TEMOZOLOMIDE TREATMENT
Al-Adli, Nadeem , Gupta, Rohit , Wu, Jasper, Ravindranathan, Ajay , Shai, Anny , Oberheim-Bush, Nancy Ann, Taylor, Jennie , Villanueva‐Meyer, Javier , Bollen, Andy, Theodosopoulos, Philip V. , Chang, Edward F. , Hervey‐Jumper, Shawn L. , Raleigh, David R. , Díaz, Aarón , Costello, J , Clarke, Jennifer , Butowski, Nicholas , Phillips, Joanna J. , Chang, Susan M. , Solomon, David, Young, Jacob S. , Lucas, Calixto‐Hope G. , Morshed, Ramin A. , Groot, John de , Villanueva-Meyer, Javier E. , Pekmezci, Melike , Perry, Arie , Aghi, Manish Kumar , Berger, Mitchel S.

Neuro-Oncology | November 11, 2024 | Volume: 26 | Issue: Supplement_8 | Pages: viii185-viii185

10.1093/neuonc/noae165.0729 Get It

Abstract Current standard of care for IDH-wildtype glioblastoma (GBM) includes maximal safe resection, adjuvant radiation, and chemotherapy with the alkylating agent temozolomide. A subset of gliomas treated with temozolomide develop somatic hypermutation with a predominance of C&gt;T transitions due to the alkylation effects on DNA. However, the frequency of occurrence, clinical ramifications, and predictive biomarkers for developing temozolomide-induced hypermutation (TMZ-HM) in GBM are unknown. Here we performed comprehensive histopathologic, genomic, and epigenomic evaluation of paired initial and recurrent GBM from 106 patients. Seven patients (7%) developed hypermutation at time of first recurrence, while an additional five patients (5%) developed hypermutation at a subsequent recurrence. Patients who developed TMZ-HM had a significantly longer interval between initial surgery and first recurrence (27.8 vs. 9.9 months, p&lt;0.001). In contrast to IDH-mutant gliomas where TMZ-HM is associated with poor prognosis, those patients with IDH-wildtype GBM who developed TMZ-HM had significantly longer overall survival from both initial surgery (67.9 vs. 20.3 months, p&lt;0.001) and from time of recurrence after development of hypermutation (30.9 vs. 9.5 months, p=0.001). There was no difference in oncogenic alteration frequency in initial GBM that subsequently developed TMZ-HM. However, 4 specific CpG sites out of 12 total interrogated sites in the promoter region of MGMT (a DNA repair enzyme) and 5 specific CpG sites in the promoter region of KCNQ1DN (a negative regulator of c-Myc) were significantly more hypermethylated in those GBM that developed TMZ-HM. We then generated a weighted risk score across these CpG sites that can be used to prospectively identify GBM likely to develop TMZ-HM associated with favorable survival. In summary, patients with GBM that develop TMZ-HM follow a more favorable clinical course, and specific MGMT and KCNQ1DN promoter hypermethylation patterns could serve as a biomarker to identify these patients who may potentially benefit from extended alkylating chemotherapy treatment.