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1134 citation(s) found for "Ma, Julia".

Advancements in APOE and dementia research: Highlights from the 2023 AAIC Advancements: APOE conference
Kloske, Courtney M. , Blue, Elizabeth , Carrillo, María C. , Chen, Xiaoying , Chiba‐Falek, Ornit , Davis, Albert A. , Paolo, Gilbert Di , Garretti, Francesca , Golden, Lesley R. , Heinecke, Jay W. , Herz, Joachim, Huang, Yadong , Kanekiyo, Takahisa , Khvorova, Anastasia, Hertog, Sascha J. Koppes‐den, Lamb, Bruce T. , Lawler, Paige E. , Litvinchuk, Alexandra , Liu, Chia‐Chen , Michaelson, D. M., Miller, Justin J. , Morganti, Josh M. , Oosthoek, Marlies , Ramachandran, Kapil V. , Ramakrishnan, Abhirami , Robert, Aiko, Sexton, Claire E. , Shah, Nilomi, Shue, Francis , Strickland, Michael R. , TCW, Julia , Thierry, Manon, Tuckey, Ryan A. , Ulrich, Jason D. , Wang, Na , Weninger, Stacie, Zhao, Na , Goate, Alison , Liu, Chia-Chen , Shue, Francis , Zhao, Na , Goate, Alison M , Belloy, Michaël E. , Bowman, Gregory R. , Gate, David M , Iadecola, Costantino , Johnson, Lance A. , Karch, Celeste M. , Khvorova, Anastasia , Hertog, Sascha Koppes-den , Le Guen, Yann , Mahinrad, Simin , Marcora, Edoardo , Mariño, Claudia , Narayan, Priyanka , Naslavsky, Michel Satya , Raulin, Ana‐Caroline , Saleh, Rasha N.M. , Sible, Isabel J. , Soranno, Andrea , Tsai, Li‐Huei , Kant, Rik van der , Wellington, Cheryl L. , Yassine, Hussein N. , Bu, Guojun , Holtzman, David M.

Alzheimer's & Dementia | July 19, 2024 | Volume: 20 | Issue: 9 | Pages: 6590-6605

10.1002/alz.13877 | PMID 39031528 Get It

AbstractINTRODUCTIONThe apolipoprotein E gene (APOE) is an established central player in the pathogenesis of Alzheimer's disease (AD), with distinct apoE isoforms exerting diverse effects. apoE influences not only amyloid‐beta and tau pathologies but also lipid and energy metabolism, neuroinflammation, cerebral vascular health, and sex‐dependent disease manifestations. Furthermore, ancestral background may significantly impact the link between APOE and AD, underscoring the need for more inclusive research.METHODSIn 2023, the Alzheimer's Association convened multidisciplinary researchers at the “AAIC Advancements: APOE” conference to discuss various topics, including apoE isoforms and their roles in AD pathogenesis, progress in apoE‐targeted therapeutic strategies, updates on disease models and interventions that modulate apoE expression and function.RESULTSThis manuscript presents highlights from the conference and provides an overview of opportunities for further research in the field.DISCUSSIONUnderstanding apoE's multifaceted roles in AD pathogenesis will help develop targeted interventions for AD and advance the field of AD precision medicine.Highlights APOE is a central player in the pathogenesis of Alzheimer's disease. APOE exerts a numerous effects throughout the brain on amyloid‐beta, tau, and other pathways. The AAIC Advancements: APOE conference encouraged discussions and collaborations on understanding the role of APOE.
Pituitary apoplexy is associated with concurrent or subsequent diagnosis of human immunodeficiency virus
Salmon, Mandy K. , White, Caitlin , Kharlip, Julia, Jackson, Christina , Lee, John Y. K. , Yoshor, Daniel , Kohanski, Michael A. , Adappa, Nithin D. , Douglas, Jennifer E , Salmon, Mandy K , Eide, Jacob G. , Kshirsagar, Rijul S. , Adappa, Nithin D.

World Journal of Otorhinolaryngology - Head and Neck Surgery | July 17, 2024 | Volume: 11 | Issue: 3 | Pages: 349-352

10.1002/wjo2.201 | PMID 40932922 Get It

Abstract Objective Pituitary apoplexy (PA) is a rare condition caused by hemorrhage or infarction of the pituitary gland with associated risk of cranial neuropathies, endocrinopathies, and even death. Human immunodeficiency virus (HIV) has been shown to have some association with pituitary apoplexy, however, large‐scale studies have not been performed. Methods A retrospective cohort study of subjects greater than 18 years of age was performed using the national TriNetX database. The general population was first compared with those undergoing treatment for PA to compare general demographics and incidence of HIV. The PA cohort was then substratified by HIV status and propensity matched by age and sex to evaluate differences in visual outcomes and endocrine metrics. Using the diagnosis of pituitary apoplexy as an index event, the rate of HIV diagnosis at the time of presentation or in the three months following treatment was calculated. Two‐tailed, unpaired t ‐tests were performed. Results A total 2066 patients were identified (902 HIV, 1158 controls). Those with HIV showed an increased rate of pituitary apoplexy (odds ratio [OR]: 19.8) versus healthy adults and were more likely to be younger and male. Among patients treated for pituitary apoplexy, patients with HIV were more likely to have increased thyroid stimulating hormone, reduced T 4 , and increased prolactin compared with healthy controls. There were no significant differences in visual outcomes between HIV positive and control patients. Importantly, 74% of patients did not carry a diagnosis of HIV on presentation but were diagnosed at the time of or in the three months following treatment for pituitary apoplexy. Conclusions Diagnosis and treatment of pituitary apoplexy shows a high rate of concurrent or subsequent diagnosis of HIV. Screening for HIV should be considered in patients undergoing treatment for pituitary apoplexy.
Updates in the Care of Women in Menopause
Wang, Annie Y., Files, Julia A. , Kransdorf, Lisa N , Kransdorf, Lisa N. , Wang, Annie Y.

Journal of Women's Health | July 9, 2024 | Volume: 33 | Issue: 9 | Pages: 1283-1287

10.1089/jwh.2024.0644 | PMID 38979624 Get It

Cancer Survivorship Care in the United States at Facilities Accredited by the Commission on Cancer
Mullett, Timothy W. , Francescatti, Amanda B. , Funk, Elizabeth, Nelson, Heidi , Freyer, David R. , Stal, Julia , Miller, Kimberly Ann , Boughey, Judy C. , Funk, Elizabeth

JAMA Network Open | July 3, 2024 | Volume: 7 | Issue: 7 | Pages: e2418736

10.1001/jamanetworkopen.2024.18736 | PMID 38958979 Get It

ImportanceSince 2021, American College of Surgeons Commission on Cancer (CoC) accreditation standards require providing a survivorship program for patients with adult-onset cancer treated with curative intent. Since more than 70% of all patients with cancer in the US are treated at CoC-accredited facilities, this presents an opportunity for a landscape analysis of survivorship care availability.ObjectiveTo determine the prevalence, types, and outcomes of cancer survivorship services at CoC-accredited facilities.Design, Setting, and ParticipantsThis survey study used an anonymous, online, cross-sectional survey conducted from May 4 to 25, 2023. Participants were CoC-accredited facilities in the US representing diverse CoC program categories, institutional characteristics, geographic regions, and practice types. Department of Veterans Affairs cancer programs were excluded due to data usage restrictions. Data were analyzed from July to October 2023.ExposureCoC Survivorship Standard 4.8 was released in October 2019 and programs were expected to adhere to the Standard beginning January 1, 2021.Main Outcomes and MeasuresQuestions included self-reported survivorship program characteristics, availability of services aligned to CoC Survivorship Standard 4.8, and perceived program impacts. Response frequencies and proportions were determined in aggregate and by CoC program category.ResultsThere were 1400 eligible programs, and 384 programs participated (27.4% response rate). All regions and eligible program categories were represented, and most had analytic caseloads of 500 to 4999 patients in 2021. Most survivorship program personnel included nurses (334 programs [87.0%]) and social workers (278 programs [72.4%]), while physical (180 programs [46.9%]) and occupational (87 programs [22.7%]) therapists were less common. Services most endorsed as available for all survivors were screening for new cancers (330 programs [87.5%]), nutritional counseling (325 programs [85.3%]), and referrals to specialists (320 programs [84.7%]), while treatment summaries (242 programs [64.7%]), and survivorship care plans (173 programs [43.0%]), sexual health (217 programs [57.3%]), and fertility (214 programs [56.9%]) were less common. Survivorship services were usually delivered by cancer treatment teams (243 programs [63.3%]) rather than specialized survivorship clinics (120 programs [31.3%]). For resources needed, additional advanced practice clinicians with dedicated survivorship effort (205 programs [53.4%]) and electronic health record enhancements (185 programs [48.2%]) were most endorsed. Lack of referrals and low patient awareness were endorsed as the primary barriers. A total of 335 programs (87.2%) agreed that Survivorship Standard 4.8 helped advance their programs.Conclusions and RelevanceThese findings of this survey study of CoC-accredited programs establish a benchmark for survivorship care delivery in the US, identify gaps in specific services and opportunities for intervention, contribute to longitudinal reevaluation for tracking progress nationally, and suggest the value of survivorship care standards.
Utility of Targeted Sequencing Compared to FISH for Detection of Chronic Lymphocytic Leukemia Copy Number Alterations
Wiedmeier, Julia E. , McCabe, Chantal E. , O’Brien, Daniel R. , Jessen, Erik , Campos, Cecília Bonolo de , Waller, Rosalie G. , Allmer, Cristine, Rabe, Kari G. , Cerhan, James R. , Kay, Neil E. , Yan, Huihuang , Dyke, Daniel L. Van , Griffin, R. L. , Wiedmeier-Nutor, Julia E , Bonolo de Campos, Cecilia, Griffin, Rosalie, Chaffee, Kari G. , Cerhan, James R , Kay, Neil E , Van Dyke, Daniel L, Jessen, Erik , Waller, Rosalie G , Griffin, Rosalie , Boddicker, Nicholas , Parikh, Sameer A. , Slager, Susan L. , Braggio, Esteban

Cancers | July 3, 2024 | Volume: 16 | Issue: 13 | Pages: 2450

10.3390/cancers16132450 | PMID 39001512 Get It

Chronic lymphocytic leukemia (CLL) is characterized by multiple copy number alterations (CNAs) and somatic mutations that are central to disease prognosis, risk stratification, and mechanisms of therapy resistance. Fluorescence in situ hybridization (FISH) panels are widely used in clinical applications as the gold standard for screening prognostic chromosomal abnormalities in CLL. DNA sequencing is an alternative approach to identifying CNAs but is not an established method for clinical CNA screening. We sequenced DNA from 509 individuals with CLL or monoclonal B-cell lymphocytosis (MBL), the precursor to CLL, using a targeted sequencing panel of 59 recurrently mutated genes in CLL and additional amplicons across regions affected by clinically relevant CNAs [i.e., del(17p), del(11q), del(13q), and trisomy 12]. We used the PatternCNV algorithm to call CNA and compared the concordance of calling clinically relevant CNAs by targeted sequencing to that of FISH. We found a high accuracy of calling CNAs via sequencing compared to FISH. With FISH as the gold standard, the specificity of targeted sequencing was >95%, sensitivity was >86%, positive predictive value was >90%, and negative predictive value was >84% across the clinically relevant CNAs. Using targeted sequencing, we were also able to identify other common CLL-associated CNAs, including del(6q), del(14q), and gain 8q, as well as complex karyotype, defined as the presence of 3 or more chromosomal abnormalities, in 26 patients. In a single and cost-effective assay that can be performed on stored DNA samples, targeted sequencing can simultaneously detect CNAs, somatic mutations, and complex karyotypes, which are all important prognostic features in CLL.
Preliminary Study of Motion Preservation Following Posterior Dynamic Distraction Device in Adolescent Idiopathic Scoliosis Patients
Todderud, Julia E , Milbrandt, Todd A. , Floyd, Edward R. , Haft, Geoffrey F. , Albert, Michael , Larson, A. Noelle , Larson, A Noelle , Floyd, Edward, El‐Hawary, Ron

Journal of Pediatric Orthopaedics | July 1, 2024 | Volume: 44 | Issue: 9 | Pages: 524-529

10.1097/bpo.0000000000002739 | PMID 38946041 Get It

Background: Motion-sparing scoliosis surgeries such as the posterior dynamic distraction device (PDDD) are slowly increasing in use. However, there is limited clinical data documenting postoperative motion across the PDDD construct. With this cohort study, we aim to measure sagittal and coronal motion following PDDD. We hypothesize coronal and sagittal spinal motion will be partially preserved across the construct. Methods: Retrospective review of prospectively collected data. Preoperative and minimum 1-year postoperative coronal range of motion across the instrumented levels was compared. Available flexion/extension radiographs were evaluated postoperatively to assess sagittal arc of motion. Radiographs from latest follow-up were used. Results: At a mean of 1.9 years (1 to 5 y), flexibility radiographs were available on 29 patients treated with PDDD (17 thoracic, 12 lumbar). Mean age at surgery was 16 years (12 to 25). Postoperative coronal arc of motion in PDDD patients was 11 degrees (3 to 19 degrees) in the thoracic spine and 10 degrees (0 to 28 degrees) in the lumbar spine. Compared with preoperative motion, the thoracic arc of motion was maintained by 33% (35 to 11 degrees) and lumbar motion was maintained by 30% (34 to 10 degrees). Flexion-extension radiographs were available on 7 patients. Sagittal arc for the upper instrumented vertebral end plate to the lower instrumented vertebral endplate of the cohort was 10 degrees in the thoracic spine (6 to 18) and 14 degrees in the lumbar spine (5 to 21). Sagittal measurements for the changes in the arc of the upper and lower screws on the construct were 4 degrees in the thoracic group (2 to 8) and 9 degrees in the lumbar group (2 to 17). By latest follow-up 11 patients (38%) underwent reoperation, with most cases due to implant breakage (N=4, 14%), extender misalignment (N=2, 7%), and screw misplacement (N=2, 7%). Conclusion: At mean 1.9 years postoperatively, PDDD preserves measurable spinal motion over the construct both in the coronal and the sagittal plane without evidence for autofusion. Coronal arc of motion averages 10 to 12 degrees and sagittal arc of motion ranged from 4 to 14 degrees, although this varies by patient. This study confirms that PDDD for pediatric scoliosis preserves a measurable degree of postoperative flexibility both in the sagittal and coronal planes. Level of Evidence: Level II—therapeutic study.
Genotypic and phenotypic characterization of Enterococcus faecalis isolates from periprosthetic joint infections
Haeberle, Amanda L. , Greenwood‐Quaintance, Kerryl E. , Zar, Sarah, Patel, Robin , Willett, Julia L. E. , Patel, Robin , Willett, Julia L E , Greenwood-Quaintance, Kerryl , Johnson, Stephen A.

Microbiology Spectrum | June 24, 2024 | Volume: 12 | Issue: 8 | Pages: No page available

10.1128/spectrum.00565-24 | PMID 38912797 Get It

ABSTRACT Over 2.5 million prosthetic joint implantation surgeries occur annually in the United States. Periprosthetic joint infections (PJIs), though occurring in only 1–2% of patients receiving replacement joints, are challenging to diagnose and treat and are associated with significant morbidity. The Gram-positive bacterium Enterococcus faecalis , which can be highly antibiotic-resistant and is a robust biofilm producer on indwelling medical devices, accounts for 2–11% of PJIs. E. faecalis PJIs are understudied compared to those caused by other pathogens, such as Staphylococcus aureus . This motivates the need to generate a comprehensive understanding of E. faecalis PJIs to guide future treatments for these infections. To address this, we describe a panel of E. faecalis strains isolated from the surface of prosthetic joints in a cohort of individuals treated at the Mayo Clinic in Rochester, MN. Here, we present the first complete genome assemblage of E. faecalis PJI isolates. Comparative genomics shows differences in genome size, virulence factors, antimicrobial resistance genes, plasmids, and prophages, underscoring the genetic diversity of these strains. These isolates have strain-specific differences in in vitro biofilm biomass, biofilm burden, and biofilm morphology. We measured robust changes in biofilm architecture and aggregation for all isolates when grown in simulated synovial fluid (SSF). Finally, we evaluated the antibiotic efficacy of these isolates and found strain-specific changes across all strains when grown in SSF. Results of this study highlight the existence of genetic and phenotypic heterogeneity among E. faecalis PJI isolates which will provide valuable insight and resources for future E. faecalis PJI research. IMPORTANCE Periprosthetic joint infections (PJIs) affect ~1–2% of those who undergo joint replacement surgery. Enterococcus faecalis is a Gram-positive opportunistic pathogen that causes ~10% of PJIs in the United States each year, but our understanding of how and why E. faecalis causes PJIs is limited. E. faecalis infections are typically biofilm-associated and can be difficult to clear with antibiotic therapy. Here, we provide complete genomes for four E. faecalis PJI isolates from the Mayo Clinic. These isolates have strain-specific differences in biofilm formation, aggregation, and antibiotic susceptibility in simulated synovial fluid. These results provide important insight into the genomic and phenotypic features of E. faecalis isolates from PJI.
Peak part 1 summary: A phase 3, randomized, open-label multicenter clinical study of bezuclastinib (CGT9486) and sunitinib combination versus sunitinib in patients with gastrointestinal stromal tumors (GIST).
Wagner, Andrew J. , Attia, Steven , Agulnik, Mark , Tap, William D. , Zou, Liangxing, Shah, Nisha , Moynihan, Kevin, Lawrence, Julia, Somaiah, Neeta , Trent, Jonathan C. , Wilky, Breelyn A , Mehren, Margaret von , Davis, Elizabeth J. , Shah, Nisha, Sun, Lei

Journal of Clinical Oncology | June 13, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 11533-11533

10.1200/jco.2024.42.16_suppl.11533 Get It

11533 Background: After initial response to first line therapy with imatinib, GISTs commonly progress due to secondary resistance mutations in KIT. As the KIT mutation targeting profiles of bezuclastinib (type I TKI) and sunitinib are distinct, when combined they inhibit a broad spectrum of secondary KIT mutations. Herein we report extended experience of patients treated with 2nd line combination bezuclastinib and sunitinib, including response assessment and safety. Methods: Peak (NCT05208047), a global randomized Phase 3, open-label study, aims to evaluate efficacy and safety of bezuclastinib + sunitinib vs sunitinib in GIST pts with imatinib intolerance or resistance. In Part 1a of the 3-part study, the dose of an optimized formulation of bezuclastinib was escalated in serial cohorts to achieve a target exposure comparable to that achieved at the RP2D established in the prior Phase 1b/2a study. Part 1b evaluated the interaction between bezuclastinib + sunitinib. Key inclusion: adult with locally advanced, metastatic and/or unresectable GIST, ≥1 measurable lesion according to modified RECIST v1.1, and ECOG PS 0 to 2. Part 1 completed enrollment in Apr 2023. Based upon PK and safety, a dose of bezuclastinib 600 mg QD + sunitinib 37.5 mg QD was selected for Part 2. All Part 1 data reported herein are as of Aug 2023; updated safety and efficacy will be presented. Results: Part 1 has completed enrollment with 19 pts in Part 1a and 23 in 1b. In Part 1a, Cohort 1 included 5 pts starting at bezuclastinib 300 mg QD + sunitinib 37.5 mg QD; Cohort 2 included 14 pts at bezuclastinib 600 mg QD + sunitinib 37.5 mg QD. Pt characteristics in Part 1a+1b: median age - 60 yrs (range: 33-77); 81% men; 98% ECOG PS 0-1; 98% metastatic and 2% locally advanced. The majority of TEAEs were low grade and reversible with low rate (38%) of Grade 3+ events. There were limited (24%) dose reductions and infrequent (n=2) discontinuations due to TEAEs. Three pts experienced serious AEs possibly associated with study medications. In pts evaluable for response (received ≥1 cycle of study treatment and had assessments at baseline and post-baseline [n=40]), the objective response rate (ORR) was 20% (6 confirmed PRs, 2 unconfirmed PRs). Data remain immature to estimate median PFS for Part 1 pts. In a subset of pts with prior imatinib only (n=6), the closest approximation for pts enrolling in Part 2, the ORR was 33% (2 confirmed PRs). The majority of 2nd-line pts remain on treatment past 12 months. Conclusions: Data from Peak Part 1 show an encouraging safety and tolerability profile generally consistent with published sunitinib monotherapy experience. ORR in evaluable pts from Part 1 was 20%; ORR in 2nd line pts was 33%. Part 2 of the Peak study is actively enrolling pts globally at the selected dose of bezuclastinib 600 mg QD + sunitinib 37.5 mg QD versus sunitinib 37.5 mg QD. Clinical trial information: NCT05208047 .
Synthesizing Subject-matter Expertise for Variable Selection in Causal Effect Estimation: A Case Study
Debertin, Julia , Velez, J., Hidalgo, Bertha, Murray, Eleanor J. , Murray, Eleanor J , Corlin, Laura

Epidemiology | June 11, 2024 | Volume: 35 | Issue: 5 | Pages: 642-653

10.1097/ede.0000000000001758 | PMID 38860706 Get It

Background: Causal graphs are an important tool for covariate selection but there is limited applied research on how best to create them. Here, we used data from the Coronary Drug Project trial to assess a range of approaches to directed acyclic graph (DAG) creation. We focused on the effect of adherence on mortality in the placebo arm, since the true causal effect is believed with a high degree of certainty. Methods: We created DAGs for the effect of placebo adherence on mortality using different approaches for identifying variables and links to include or exclude. For each DAG, we identified minimal adjustment sets of covariates for estimating our causal effect of interest and applied these to analyses of the Coronary Drug Project data. Results: When we used only baseline covariate values to estimate the cumulative effect of placebo adherence on mortality, all adjustment sets performed similarly. The specific choice of covariates had minimal effect on these (biased) point estimates, but including nonconfounding prognostic factors resulted in smaller variance estimates. When we additionally adjusted for time-varying covariates of adherence using inverse probability weighting, covariates identified from the DAG created by focusing on prognostic factors performed best. Conclusion: Theoretical advice on covariate selection suggests that including prognostic factors that are not exposure predictors can reduce variance without increasing bias. In contrast, for exposure predictors that are not prognostic factors, inclusion may result in less bias control. Our results empirically confirm this advice. We recommend that hand-creating DAGs begin with the identification of all potential outcome prognostic factors.
Validation of prototype biomarkers to identify risk factors of inflammatory adverse events (iAEs) following idecabtagene vicleucel (ide-cel) infusion in patients with relapsed and refractory multiple myeloma (RRMM) in KarMMa-3.
Sengupta, Sanhita , Amorosi, Clara J. , Takhar, Mandeep, Manier, Salomon , Juluri, Krishna R. , Kaeding, Allison, Piasecki, Julia , Campbell, Timothy , Kaiser, Shari M. , Shamsuzzaman, Md, Martin, Nathan , Lin, Yi , Baz, Rachid , Mashadi-Hossein, Afshin , Rytlewski, Julie

Journal of Clinical Oncology | June 10, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 7529-7529

10.1200/jco.2024.42.16_suppl.7529 Get It

7529 Background: iAEs, such as cytokine release syndrome (CRS) and macrophage activation syndrome (MAS), can occur after infusion of chimeric antigen receptor T cell therapies such as ide-cel, but are typically low-grade and manageable with tocilizumab and corticosteroids. Although high-grade iAEs are rare with ide-cel, identification of patients at increased risk may improve management and remains an unmet need. Three composite biomarkers (multivariate models) of iAE risk were previously developed in a discovery cohort from the KarMMa and KarMMa-2 studies of ide-cel in RRMM (Mashadi-Hossein A, et al. J Clin Oncol 2023;41(16_suppl):e20005). Here, we validate these 3 prototype models for risk of developing high-grade iAEs after ide-cel infusion. Methods: Two models used pretreatment patient and routine clinical laboratory parameters; the third model also included change in 6 exploratory cytokines from baseline to 1 day following ide-cel infusion. To validate, each model was retrospectively applied to KarMMa-3 (NCT03651128) data in a blinded fashion, and sensitivity and specificity to identify grade ≥3 CRS and any-grade MAS were determined. Model performance thresholds used for sensitivity and specificity were 90% and 50%, respectively. Performance for identifying grade 2 CRS was also analyzed post hoc. Results: The first and simplest model comprised a manual algorithm with 7 features; it identified patients with grade ≥3 CRS or MAS with 85% sensitivity and 60% specificity. The second model comprised 19 routinely measured pretreatment features; it identified grade ≥3 CRS with 91% sensitivity and 59% specificity, and any-grade MAS with 60% sensitivity and 88% specificity. The third and most complex model comprised 7 pretreatment clinical features and 6 exploratory cytokines; it identified grade ≥3 CRS with 100% sensitivity and 51% specificity, and any-grade MAS with 100% sensitivity and 81% specificity. None of the models identified grade ≥2 CRS with passable sensitivity or specificity. Clustering analyses across all features showed that only a subset of grade 2 CRS cases was within the previously identified high-risk iAE cluster while the remaining grade 2 CRS cases were spread across other clusters. Conclusions: Two of the 3 composite biomarkers met validation criteria for grade ≥3 CRS risk. Criteria were not met for grade 2 CRS, suggesting these models are specific to higher-grade events and that grade 2 CRS represents a more heterogeneous group of patients. While high-grade iAEs are rare with ide-cel, these models may further optimize the robust benefit–risk profile that ide-cel has demonstrated by helping identify, prior to or shortly after infusion, patients most at risk for severe events. Clinical trial information: NCT03651128 .