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Impact of Prior Response to Blinatumomab on Outcomes of Brexucabtagene Autoleucel (Brexu-cel) in Adult Patients with Relapsed or Refractory (r/r) B-Cell Acute Lymphoblastic Leukemia (B-ALL): Results from the Real-World Outcomes Collaborative of CAR-T in Ad
Gupta, Vishal, Muffly, Lori , Kopmar, Noam E. , Dekker, Simone E. , Jeyakumar, Nikeshan , O’Connor, Timothy E. , Zhang, Amy , Miller, Katharine, Ahmed, Mohamed , Bradshaw, Danielle , Schwartz, Marc S. , Tracy, Sean , Kubiak, Michal , Mukherjee, Akash , Mountjoy, Luke , Malik, Shabaz, Shaughnessy, Paul , Ladha, Abdullah , Yaghmour, George , Stefan, Maryann, Guzowski, Caitlin, Hoeg, Rasmus T. , Moore, Jozal , O'Dwyer, Kristen M., Tsai, Stephanie B., Koura, Divya, Veeraputhiran, Muthu, Blunk, Betsy, Galal, Ahmed , Pullarkat, Vinod , Oliai, Caspian , Muffly, Lori , Roloff, Gregory W. , Aldoss, Ibrahim , Lin, Chenyu , Dykes, Kaitlyn C. , Mercadal, Santiago , Schwartz, Marc, Dholaria, Bhagirathbhai , Majhail, Navneet S. , Battiwalla, Minoo , Mathews, John, Logan, Aaron C , Advani, Anjali S. , Hilal, Talal , O'Dwyer, Kristin , Tsai, Stephanie B., Sasine, Joshua , Lee, Catherine J , Kota, Vamsi , Leonard, Jessica T , Stock, Wendy , Cassaday, Ryan D. , Shah, Bijal , Faramand, Rawan , Oliai, Caspian H

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 2119-2119

10.1182/blood-2023-182915 Get It

Introduction: Brexucabtagene autoleucel (brexu-cel) is an autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy approved for adults with relapsed or refractory (r/r) B-cell acute lymphoblastic leukemia (B-ALL). Blinatumomab is a CD19-directed bispecific T-cell engager that is also approved for r/r B-ALL, and often used as early salvage therapy. Data in the pediatric/AYA population suggest that patients who did not respond to blinatumomab may have inferior outcomes to CD19-directed CAR-T products compared to those who have achieved a response to blinatumomab or were blinatumomab-naïve (Myers et al. J Clin Oncol 2022). In this study, we evaluate the response to blinatumomab and subsequent response to brexu-cel in adults with r/r B-ALL. Methods: Retrospective data were collected from 25 centers across the U.S. as part of the real-world outcomes collaborative study of CAR-T in B-ALL (ROCCA). Consecutive patients treated with brexu-cel from 2021 to 2023 were categorized by blinatumomab exposure status. Those exposed were separated into “blinatumomab responders” (B-R), defined as patients achieving a CR/CRi in response to any number of cycles of blinatumomab, and “non-responders” (B-NR). Each cohort was compared for outcomes of interest. The primary outcome was CR/CRi rate at day 28 following brexu-cel administration. Secondary outcomes were duration of response (DOR), progression-free survival (PFS), and overall survival (OS). Survival outcomes were calculated from day of brexu-cel infusion and were not censored for allogeneic hematopoietic cell transplantation or maintenance therapy. All living patients were censored at data cutoff on June 30, 2023. Survival comparisons were made by log rank test. Results: Among 152 patients who received brexu-cel, the median follow-up time was 8.4 months. Eighty-eight (57%) of 152 r/r B-ALL brexu-cel recipients had received blinatumomab prior to apheresis. The median number of pre-apheresis blinatumomab cycles was 2 (range 1-12). The baseline characteristics of B-R, B-NR, and blinatumomab-naïve (B-NV) patients were similar, including pre-apheresis disease burden and receipt of maintenance therapy following brexu-cel infusion (Table 1). Seventy percent (N= 62) of the blinatumomab-exposed patients were B-R, while 30% (N=26) were B-NR. Rates of CR/CRi at day 28 following brexu-cel infusion were similar between B-R, B-NR, and B-NV patients (79% vs 84% vs 78%, respectively). Most of these remissions were negative for measurable residual disease (MRD), with similar MRD negativity rates in the three groups (table 2). 1-year DOR and PFS were significantly higher in the B-NV group compared to B-R or B-NR (77% vs 49% vs 50%, p<.0001; 60% vs 37% vs 30%, p<.0001). B-NV and B-R had better 1-year survival compared to B-NR (71% vs 65% vs 32%, p<.0001). There were more CD19-negative relapses following brexu-cel in B-NR (29%) and B-R (18%) compared to B-NV patients (8%), although this was not statistically significant. Conclusions: Brexu-cel induced deep responses in a majority of adults with r/r B-ALL, irrespective of prior exposure or response to blinatumomab. Similar to data published by the pediatric CAR-T cell groups, our data draw speculation that adult patients who did not respond to blinatumomab experience shorter overall survival following brexu-cel compared to those who responded to or did not receive blinatumomab. This should be confirmed in a larger, prospective clinical trial. Because this analysis could not account for patients who achieved durable remission after blinatumomab, these differences may not reflect superiority of sequencing brexu-cel before blinatumomab. The higher number of CD19-negative relapses in the blinatumomab-exposed cohort add to the interest in pursuing strategies to address antigen escape following CAR-T cell therapy directed against a previously targeted antigen.
Bridging Therapy in Adults with Relapsed/Refractory B-Cell Acute Lymphoblastic Leukemia Receiving Standard of Care Brexucabtagene Autoleucel: Results from the Real-World Outcomes Collaborative of CAR T in Adult ALL (ROCCA)
Tsai, Stephanie B., Zhang, Amy , Kopmar, Noam E. , Dekker, Simone E. , Jeyakumar, Nikeshan , Gupta, Vishal, O’Connor, Timothy E. , Ahmed, Mohamed , Zambrano, Héctor, Bradshaw, Danielle , Tracy, Sean , Kubiak, Michal , Solh, Melhem , Schwartz, Marc S. , Mukherjee, Akash , Shaughnessy, Paul , Mountjoy, Luke , Malik, Shahbaz A. , Ladha, Abdullah , Stefan, M, Guzowski, Caitlin, Hoeg, Rasmus T. , Moore, Jozal , O'Dwyer, Kristen M., Koura, Divya, Veeraputhiran, Muthu, Blunk, Betsy, Oliai, Caspian , Pullarkat, Vinod , Miller, Katharine, Muffly, Lori , Galal, Ahmed , Muffly, Lori , Lin, Chenyu , Tsai, Stephanie B., Roloff, Gregory W. , Aldoss, Ibrahim , Dykes, Kaitlyn C. , Dholaria, Bhagirathbhai , Logan, Aaron C , Mercadal, Santiago , Schwartz, Marc, Battiwalla, Minoo , Majhail, Navneet S. , Mathews, John Abraham , Advani, Anjali S. , Stefan, Maryann, Hilal, Talal , O'Dwyer, Kristin , Sasine, Joshua , Lee, Catherine J , Kota, Vamsi , Leonard, Jessica T , Oliai, Caspian H , Bachanová, Veronika , Stock, Wendy , Cassaday, Ryan D. , Shah, Bijal , Faramand, Rawan

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 3502-3502

10.1182/blood-2023-182380 Get It

Introduction: Brexucabtagene autoleucel (brexu-cel) is an autologous anti-CD19 chimeric antigen receptor (CAR) T cell therapy approved for adults with relapsed/refractory B-cell acute lymphoblastic leukemia (R/R B-ALL). Bridging therapy, defined as anti-leukemia therapy given between apheresis and lymphodepleting chemotherapy, was permitted on the pivotal ZUMA-3 trial. The optimal bridging therapy is unknown in this setting. Here we report patient and disease characteristics in those receiving bridging therapies prior to brexu-cel and the impact of bridging on clinical outcomes in a large multicenter cohort. Methods and Results: ROCCA includes 25 US institutions contributing retrospective data from 152 B-ALL patients treated with standard of care brexu-cel between 2021-2023. Ninety-nine patients (65%) received bridging therapy, while 53 patients (35%) received no bridging therapy. Bridging therapy consisted of cytotoxic chemotherapy ( n=65, 66%), immunotherapy ( n=26, 26%; 23 inotuzumab, 3 blinatumomab), tyrosine kinase inhibitors (TKI) ( n=20, 20%; 16 ponatinib), steroids only ( n=10, 10%), and intrathecal chemotherapy ( n=22, 22%). The median age of the cohort was 46 (IQR 32-61). Patients were heavily pre-treated with a median of 4 prior lines of therapy. The median days from apheresis to infusion was 33 (IQR 26-42). 119 patients had known pre-apheresis blast counts; the bridging group had higher pre-apheresis blast burden, with 21 of 76 patients (28%) having ≥ 50% blasts compared to only 5 of 43 patients (12%) in the no bridging group ( p=0.02). In addition, more patients who received bridging had pre-apheresis extramedullary disease (32% vs. 15%, p=0.02). All other baseline characteristics were similar between the two groups (Table 1). Fifty-four (54%) patients had response assessment after bridging therapy and prior to brexu-cel infusion. In patients who received inotuzumab for pre-apheresis active disease, defined as ≥ 5% blasts, 6 of 13 (46%) who had post-bridging assessment achieved a complete response (CR; 5 measurable residual disease (MRD)+, 1 MRD-), with a mean proportional reduction in blast burden of 46% from baseline. In contrast, after chemotherapy bridging, only 2 of 16 patients (13%) with pre-apheresis active disease had a CR. Patients receiving chemotherapy bridging had a mean proportional increase in blast burden of 4.4%. In recipients of TKI bridging, 2 of 4 patients (50%) with pre-apheresis active disease had a CR. Compared to no bridging, patients in the bridging group had similar rates of grade 3 or 4 CRS (9% bridging vs. 8% no bridging, p=0.73) and grade 3 or 4 ICANS (34% vs. 26%, p=0.32). In univariate analysis, there was no statistically significant difference in day 28 response with 63 patients (72%) achieving MRD- complete response in the bridging group as compared to 36 patients (78%) in the no bridging group ( p=0.60). Non-relapse mortality was similar between the two groups (17% bridging vs. 9% no bridging, p=0.20). Overall survival (OS) and progression-free survival (PFS) were superior in the no bridging group: 1-year OS 74.7% vs 56.8% (log-rank p=0.04), and 1-year PFS 57.3% vs 41.7% (log-rank p=0.04). In a multivariate analysis stratified by bridging and pre-apheresis disease burden, patients with pre-apheresis blasts ≥ 5% and bridging had worse survival than ≥ 5% blasts and no bridging: 1-year OS 45.3% vs. 87.5% and 1-year PFS 27.7% vs. 64.3% (Figure 1). However, patients with < 5% blasts had similar survival regardless of bridging. Conclusions: In our real-world analysis, adults with R/R B-ALL receiving bridging therapy had a higher disease burden at baseline. Despite greater baseline disease, there were no significant differences in toxicity and day 28 response in those receiving bridging therapy vs. not. While survival was inferior in patients with pre-apheresis active disease who received bridging, this may be confounded by the degree of tumor burden. In patients with < 5% blasts pre-apheresis, bridging did not impact survival. Furthermore, inotuzumab bridging demonstrated the most significant disease debulking. However, the comparisons in this study are limited by the variability in practice for post-bridging disease reassessment and the small proportion of patients with active disease who did not receive bridging. A more uniform approach to peri-CAR disease assessment would enable more robust study of optimal bridging strategies.
1175. Extended Infusion Beta-lactams in Pediatric Patients with Febrile Neutropenia
Nagel, Jerod , Davidge, Karen , King, Madeleine , Al‐Ajmi, Abdullah

Open Forum Infectious Diseases | November 27, 2023 | Volume: 10 | Issue: Supplement_2 | Pages: No page available

10.1093/ofid/ofad500.1015 Get It

Abstract Background Febrile neutropenia (FN) is associated with a high risk for infections in patients receiving chemotherapy. Mortality estimates in pediatric patients with FN range from 0.4-3%. Extended infusion (EI) of beta-lactam antibiotics leads to improved pharmacodynamic parameters and is associated with enhanced antimicrobial activity. A recent study demonstrated significantly better overall treatment response in adult patients with documented infections and high-risk FN who received EI vs. standard infusion (SI) piperacillin-tazobactam. There are currently no studies evaluating clinical outcomes of EI beta-lactam use in pediatric patients with FN. Methods This study was a single-center retrospective cohort study with a time frame between September 2016-September 2022. The primary objective was to assess the time to fever resolution in patients with FN who received EI vs. SI of beta-lactam antibiotics. Secondary objectives included the difference in 30-day mortality and hospital length of stay (LOS) between the EI and SI groups. This study included patients admitted to pediatric hematology, oncology, or BMT services at Michigan Medicine who were (1) diagnosed with FN during hospital admission or admitted for FN following chemotherapy and (2) treated with EI or SI cefepime, piperacillin-tazobactam, or meropenem for at least 48 hours. Results A total of 87 patients were included in the study analysis (40 in the EI group and 47 in the SI group). Baseline characteristics were similar between the groups. There was no significant difference in the time to fever resolution for the cohort (48.5 vs 39.1 hours, p=0.373). There were numeric non-significant differences favoring EI for 30-day mortality (0% vs. 4%, p=0.496), and avoiding need to escalate antibiotic therapy due to treatment failure (7.5% vs. 17%, p=0.214). Conclusion The small sample size limited the ability to detect differences in time to fever resolution between EI and SI beta-lactams. Although not statistically significant, secondary endpoints showed numerically lower mortality and lower rates of therapy escalation in the EI group. Disclosures Madeleine King, PharmD, BCOP, Elsevier, Inc: Board Member
MicroRNAs in Breast Cancer; Growing Understanding of their Role in Metastasis and Invasion
AlHennawi, Hussam T., Bux, Ahmed S, Khan, Tazim, Yousuf, Fouad, Rayes, Abdullah, Kazmi, Suzanna, Anwer, Lucman A. , Nurhussen, Akram, Shareef, Mohammad Abrar , Yaqinuddin, Ahmed

The FASEB Journal | November 26, 2023 | Volume: 31 | Issue: S1 | Pages: No page available

10.1096/fasebj.31.1_supplement.721.8 Get It

Background Much research has been done into finding specific molecular pathways involved in the metastatic and invasive potential of breast cancer cells. One of the major discoveries of this past decade has been microRNAs; which are single‐stranded non‐coding RNA molecules. Interestingly a single microRNA can influence the expression of hundreds of proteins, thereby highlighting their significance as modulators of gene expression. Apart from their role in regulating various intracellular processes, abnormal changes in microRNA expression have been linked to various human cancers. Until recently the nature and impact of most of these changes in breast cancer were unclear. However, some of the microRNA dysregulations have now been correlated with clinic‐pathological features such as Her2, ER and PR status, tumor stage, angiogenesis, metastasis and invasion. Of note to our study, compiling data has shown that microRNAs regulate cancer metastasis by influencing multiple steps in the metastatic cascade. This review will focus on key microRNAs associated with breast cancer invasion and metastasis; recently referred to as ‘metastamirs’. Methods We used the program EndNote X7 to research PubMed published articles regarding microRNAs in Breast Cancer. The terms “miRNAs” and “Breast cancer” were used as search words and the publication years were specified to range from 2005 to 2016. Our preliminary search revealed no articles pertaining to our topic before the year 2005, hence our paper covers nearly the entire literature on the topic. The retrieved records were then reviewed, and all those pertaining to metastasis and invasion in breast cancer were included in our study. Results Our EndNote search retrieved a total of 2820 abstracts, of which more than 280 were pertaining to metastasis and invasion in breast cancer. These abstracts were then read thoroughly, and roughly 130 metastasis/invasion specific microRNAs or clusters of microRNAs were identified. Interestingly, some microRNAs were shown to promote metastasis and invasion when up‐regulated, while others did so when they were down‐regulated. Nonetheless, all the identified microRNAs brought about their effects through various molecular pathways, some at more critical stages in the metastasis cascade than others. presents some of the commonly identified pro‐metastatic & anti‐metastatic microRNAs. Conclusion The last decade has been revelationary with regards to non‐coding RNAs, microRNAs, and their association with various cancers. Our comprehensive review highlights the various microRNAs involved in key pathways within the breast cancer metastatic pathway. Co‐relating these microRNAs to clinically targetable pathophysiological points could revolutionize our fight against breast cancer; by not only serving as diagnostic & prognostic markers, but also being potential therapeutic targets. Carefully designed translational studies seem to be the call of the hour, to finally give us the much‐needed edge over breast cancer. Support or Funding Information The authors report no source of funding or support.
Benefits and Challenges of Remote Patient Monitoring as Perceived by Health Care Practitioners: A Systematic Review
Serrano, Luiza Palmieri , Maita, Karla C. , Garcia, John P, Eldaly, Abdullah S. , Haider, Clifton R. , Felton, Christopher L. , Maniaci, Michael J. , Torres-Guzman, Ricardo A, Maniaci, Michael J , Forte, Antonio Jorge , Felton, Christopher L , Ávila, Francisco R. , Torres‐Guzman, Ricardo A. , Paulson, Margaret R. , Forte, Antonio J.

The Permanente Journal | September 22, 2023 | Volume: 27 | Issue: 4 | Pages: 100-111

10.7812/tpp/23.022 | PMID 37735970 Get It

Machine Learning Algorithms Predict Long-Term Postoperative Opioid Misuse: A Systematic Review
Emam, Omar S. , Eldaly, Abdullah S. , Maita, Karla C. , Brown, Sally A., Haider, Clifton R. , Torres-Guzman, Ricardo A, Anne Brown, Sally, Ávila, Francisco R. , Torres‐Guzman, Ricardo A. , Garcia, John P. , Brown, Sally Anne, Forte, Antonio J.

The American Surgeon™ | September 21, 2023 | Volume: 90 | Issue: 1 | Pages: 140-151

10.1177/00031348231198112 | PMID 37732536 Get It

Introduction A steadily rising opioid pandemic has left the US suffering significant social, economic, and health crises. Machine learning (ML) domains have been utilized to predict prolonged postoperative opioid (PPO) use. This systematic review aims to compile all up-to-date studies addressing such algorithms’ use in clinical practice. Methods We searched PubMed/MEDLINE, EMBASE, CINAHL, and Web of Science using the keywords “machine learning,” “opioid,” and “prediction.” The results were limited to human studies with full-text availability in English. We included all peer-reviewed journal articles that addressed an ML model to predict PPO use by adult patients. Results Fifteen studies were included with a sample size ranging from 381 to 112898, primarily orthopedic-surgery-related. Most authors define a prolonged misuse of opioids if it extends beyond 90 days postoperatively. Input variables ranged from 9 to 23 and were primarily preoperative. Most studies developed and tested at least two algorithms and then enhanced the best-performing model for use retrospectively on electronic medical records. The best-performing models were decision-tree-based boosting algorithms in 5 studies with AUC ranging from .81 to .66 and Brier scores ranging from .073 to .13, followed second by logistic regression classifiers in 5 studies. The topmost contributing variable was preoperative opioid use, followed by depression and antidepressant use, age, and use of instrumentation. Conclusions ML algorithms have demonstrated promising potential as a decision-supportive tool in predicting prolonged opioid use in post-surgical patients. Further validation studies would allow for their confident incorporation into daily clinical practice.
Neuromodulation for the management of chronic pelvic pain syndromes: A systematic review
Gish, Brandon , Sobey, Christopher M., Singh, Chahait, Abdullah, Newaj , Walker, Jeremy, Gray, Hannah, Hagedorn, Jonathan M. , Ghosh, Priyanka , Patel, Kiran V., Hagedorn, Jonathan M , Ghosh, Priyanka , Deer, Tim , Gish, Brandon , Langford, Brendan , Deer, Timothy R.

Pain Practice | September 20, 2023 | Volume: 24 | Issue: 2 | Pages: 321-340

10.1111/papr.13295 | PMID 37726930 Get It

AbstractBackgroundChronic pelvic pain is a burdensome condition that involves multiple medical sub‐specialties and is often difficult to treat. Sacral stimulation for functional bladder disease has been well established, but little large‐scale evidence exists regarding utilization of other neuromodulation techniques to treat chronic pelvic pain. Emerging evidence does suggest that neuromodulation is a promising treatment, and we aim to characterize the use and efficacy of such techniques for treating chronic pelvic pain syndromes.Materials and MethodsA systematic review of the literature demonstrating the treatment of chronic pelvic pain syndromes with neuromodulation. Abstracts were reviewed and selected for inclusion, including case series, prospective studies, and randomized controlled trials (RCTs). Case studies and publications in abstract only were not included. The reporting for this systematic review follows Preferred Reporting Items for Systematic Reviews and Meta‐Analysis (PRISMA). The literature search was performed using MEDLINE, Embase, Cochrane Library, PubMed, CINAHL, and Scopus.ResultsA total of 50 studies were included in this review, three of which were randomized controlled trials, and the remaining were prospective and retrospective case series. The range of pelvic pain conditions treated included interstitial cystitis, peripheral neuralgia, pudendal neuralgia, gastrointestinal pain, urogenital pain, sacroiliac joint pain, and visceral chronic pelvic pain. We reported on outcomes involving pain, functionality, psychosocial improvement, and medication reduction.ConclusionsNeuromodulation is a growing treatment for various chronic pain syndromes. Peripheral nerve stimulation was the least studied form of stimulation. Posterior tibial nerve stimulation appears to offer short‐term benefit, but long‐term results are challenging. Sacral nerve stimulation is established for use in functional bladder syndromes and appears to offer pain improvement in these patients as well. Dorsal root ganglion stimulation and spinal cord stimulation have been used for a variety of conditions with promising results. Further studies of homogeneous patient populations are necessary before strong recommendations can be made at this time, although pooled analysis may also be impactful.
P14.05.B 2-HYDROXYGLUTARATE IN CEREBROSPINAL FLUID AS A MONITORING BIOMARKER FOR IDH-MUTANT GLIOMAS
Riviere-Cazaux, Cécile , Lacey, Joshua , Carlstrom, Luke, Laxen, William , Munoz-Casabella, Amanda , Hoplin, Matthew D. , Ikram, S. , Zubair, Abdullah Bin, Andersen, Katherine, Warrington, A.P., Decker, Paul A. , Campian, Jian , Eckel‐Passow, Jeanette E. , Kizilbash, Sani H. , Tortorelli, Silvia , Kizilbash, Sani H , Lacey, J, Carlstrom, L, Ikram, S, Warrington, A, Decker, Paul A. , Kaufmann, Thomas , Burns, Terry C.

Neuro-Oncology | September 8, 2023 | Volume: 25 | Issue: Supplement_2 | Pages: ii106-ii106

10.1093/neuonc/noad137.356 Get It

Abstract BACKGROUND D-2-hydroxyglutarate (D-2-HG) is a well-established oncometabolite of isocitrate dehydrogenase (IDH) mutant gliomas. While prior studies have demonstrated that D-2-HG is elevated in the cerebrospinal fluid (CSF) of patients with IDH-mutant gliomas, no study has evaluated the ability of CSF D-2-HG to quantitatively monitor tumor burden and therapeutic response. Toward this goal, we are routinely obtaining CSF samples from patients prior to, during, and after treatment via intra-operative collection and CSF-access devices. MATERIAL AND METHODS Patients were enrolled into our Ommaya reservoir study (NCT04692337), which enables longitudinal access to CSF. The catheter for the implanted reservoir was placed within the surgical resection cavity following a standard-of-care resection. Intra-operatively collected CSF samples were also biobanked through Mayo Clinic’s Neuro-Oncology biorepository. CSF samples were also acquired via clinically indicated ventriculoperitoneal shunts (VP shunts) or external ventricular drains via our ongoing CSF biomarkers study (NCT04692324). D-and-L-2-HG were assayed from each CSF sample via gas chromatography-mass spectrometry (GC-MS) at Mayo Clinic’s Biochemical Genetics Laboratory. RESULTS CSF was collected prior to and after resection in patients via Ommaya reservoirs or VP shunts, all of whom underwent near gross total resections (>95% of tumor volume). D-2-HG and the D/L ratio fell on average by 57.9% (range: 15.1%-98.6%) and 68.8% (range: 49.3%-98.9%), respectively, following resection. In one patient with a largely intraventricular grade 4 IDH-mutant astrocytoma, D-and-L-2-HG fell by 99.1% and 99.3% by post-operative day 2, consistent with the impact of ventricular contact on baseline CSF D-2-HG levels. In patients for whom CSF was collected throughout chemoradiation, with or without immunotherapy, D-2-HG and the D/L ratio continued to decrease over time, despite concern for pseudoprogression versus progression on imaging. CONCLUSION Our early experience with this strategy demonstrates the potential for intracranial CSF D-2-HG as a monitoring biomarker for IDH-mutant gliomas. Work is ongoing to evaluate the reproducibility of these findings in a larger cohort of patients with low or high-grade gliomas, in addition to the impact of tumor recurrence on 2-HG. Future studies will evaluate the impact of IDH inhibitors and other experimental therapies on CSF 2-HG levels for pharmacodynamic monitoring of treatment response.
Augmented Reality and Ultrasound-Guided Vascular Access
Al‐Abcha, Abdullah , Alkhouli, Mohamad , Bell, Malcolm R. , Yalamuri, Suraj , Lerman, Amir , Gulati, Rajiv , Simard, Trevor , Prasad, Abhiram , Bell, Malcolm R , Lerman, Amir , Gulati, Rajiv , Simard, Trevor , Alkhouli, Mohamad , Al-Abcha, Abdulah , Prasad, Abhiram

Circulation: Cardiovascular Interventions | August 31, 2023 | Volume: 16 | Issue: 9 | Pages: No page available

10.1161/circinterventions.123.013360 | PMID 37650286 Get It

Radiomics for differentiation of gliomas from primary central nervous system lymphomas: a systematic review and meta-analysis
Garaba, Alexandru , Aslam, Nummra, Awadhi, Abdullah Al , Panciani, Pier Paolo , Brinjikji, Waleed , Ponzio, Francesco , Fontanella, Marco Maria , Maria, Lucio De

No container title available | August 23, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-3275043/v1 Get It

Abstract Purpose: Numerous radiomics-based models have been proposed to discriminate between central nervous system (CNS) gliomas and primary central nervous system lymphomas (PCNSLs). Given the heterogeneity of the existing models, we aimed to define their overall performance and identify the most critical variables to pilot future algorithms. Methods: A systematic review of the literature and a meta-analysis were conducted, focusing on studies reporting on radiomics to differentiate gliomas from PCNSLs. A comprehensive literature search was performed through PubMed, Ovid MEDLINE, Ovid EMBASE, Web of Science, and Scopus databases. Overall sensitivity (SEN) and specificity (SPE) were estimated. Event rates were pooled using a random-effects meta-analysis, and the heterogeneity was assessed using the χ2 test. Results: The overall SEN and SPE for differentiation between CNS gliomas and PCNSLs were 88% (95% CI = 0.83 – 0.91) and 87% (95% CI = 0.83 – 0.91), respectively. The best-performing features were the Gray Level Run Length Matrix (GLRLM; ACC 97%), followed by the Neighboring Gray Tone Difference Matrix (NGTDM; ACC 93%), and shape-based features (ACC 91%). The 18F-FDG-PET/CT was the best-performing imaging modality (ACC 97%), followed by the MRI CE-T1W (AUC 87% - 95%). Most studies applied a cross-validation analysis (92%). Conclusion: The current SEN and SPE of radiomics to discriminate CNS gliomas from PCNSLs are high, making radiomics a helpful method to differentiate these tumor types. The best-performing features are the GLRLM, NGTDM, and shape-based features. The 18F-FDG-PET/CTimaging modality is the best-performing, while the MRI CE-T1W is the most used.