Citations

Abstract Objective The goal is to provide an overview of artificial intelligence (AI) and machine learning (ML) methodology and appraisal tailored to clinicians and researchers in the headache field to facilitate interdisciplinary communications and research. Background The application of AI to the study of headache and other healthcare challenges is growing rapidly. It is critical that these findings be accurately interpreted by headache specialists, but this can be difficult for non‐AI specialists. Methods This paper is a narrative review of the fundamentals required to understand ML/AI headache research. Using guidance from key leaders in the field of headache medicine and AI, important references were reviewed and cited to provide a comprehensive overview of the terminology, methodology, applications, pitfalls, and bias of AI. Results We review how AI models are created, common model types, methods for evaluation, and examples of their application to headache medicine. We also highlight potential pitfalls relevant when consuming AI research, and discuss ethical issues of bias, privacy and abuse generated by AI. Additionally, we highlight recent related research from across headache‐related applications. Conclusion Many promising current and future applications of ML and AI exist in the field of headache medicine. Understanding the fundamentals of AI will allow readers to understand and critically appraise AI‐related research findings in their proper context. This paper will increase the reader's comfort in consuming AI/ML‐based research and will prepare them to think critically about related research developments.

ABSTRACTBackgroundMany vascular anomalies harbor postzygotic somatic variants in GNAQ and GNA11; however, the phenotype of specific G‐protein variants has not been well described. We report the clinical characteristics of 17 patients with a GNA11 R183C variant.MethodsThis case series is derived from a multinational cohort of vascular anomaly patients whose pathogenic mutations were identified using high‐depth next generation sequencing. Data include vascular anomaly features, imaging reports, and extracutaneous manifestations of the GNA11 R183C variant.ResultsWe identified 17 subjects (median age 18 years [range 6–67]) with somatic GNA11 R183C variant. All patients had vascular lesions of the skin that presented as pink‐to‐red in children and deeper red in adults. Most lesions were large, poorly demarcated, and reticulated patches that were often bilaterally distributed. Nevus anemicus was observed in 53% (N = 9) and dermal melanocytosis in 13.3% (N = 2) of individuals. 82% (N = 14) of patients had limb growth discrepancies, and 1 patient had marked thoracic hypoplasia. 47% (N = 8) of patients had facial involvement, and 41% (N = 7) had forehead involvement. One patient experienced seizures due to right hemispheric leptomeningeal angiomatosis consistent with Sturge–Weber syndrome. Other findings included glaucoma (29%, N = 5) and psychomotor delay (29%, N = 5).ConclusionThese findings contribute to our understanding of the clinical spectrum of GNA11 R183C capillary malformations (CMs); patients characteristically present with extensive, bilateral, poorly demarcated, pink‐to‐red CMs associated with nevus anemicus. Glaucoma and growth discrepancies (overgrowth or undergrowth) are common. Leptomeningeal angiomatosis and developmental delay can occur, appearing potentially less prevalent and severe than GNAQ‐associated disease.

Background/Objectives: Lung cancer is a devastating disease with the highest mortality rate among cancer types. Over 60% of non-small cell lung cancer (NSCLC) patients, accounting for 87% of lung cancer diagnoses, require radiation therapy. Rapid treatment initiation significantly increases the patient’s survival rate and reduces the mortality rate. Accurate tumor segmentation is a critical step in diagnosing and treating NSCLC. Manual segmentation is time- and labor-consuming and causes delays in treatment initiation. Although many lung nodule detection methods, including deep learning-based models, have been proposed. Most of these methods still have a long-standing problem of high false positives (FPs). Methods: Here, we developed an electronic health record (EHR)-guided lung tumor auto-segmentation called EXACT-Net (EHR-enhanced eXACtitude in Tumor segmentation), where the extracted information from EHRs using a pre-trained large language model (LLM) was used to remove the FPs and keep the TP nodules only. Results: The auto-segmentation model was trained on NSCLC patients’ computed tomography (CT), and the pre-trained LLM was used with the zero-shot learning approach. Our approach resulted in a 250% boost in successful nodule detection using the data from ten NSCLC patients treated in our institution. Conclusions: We demonstrated that combining vision-language information in EXACT-Net multi-modal AI framework greatly enhances the performance of vision only models, paving the road to multimodal AI framework for medical image processing.

Background: Systemic mastocytosis (SM) is a rare disease characterized by neoplastic mast cell (MC) infiltration of extracutaneous tissues. Nonadvanced SM (NonAdvSM) is associated with debilitating symptoms which may significantly reduce health-related quality of life (HRQoL). In up to 95% of patients (pts), SM is driven by the somatic KIT c.2447 A>T (p.D816V) missense mutation. Bezuclastinib (bezu; CGT9486) is an oral, potent, small molecule, selective type 1 tyrosine kinase inhibitor (TKI) with activity against KIT D816V. Results from Part 1 of the 3-part Summit trial demonstrated that bezu is well-tolerated and is associated with encouraging clinical activity, including both reduced MC burden and improvement in symptoms over a 12-week (wk) period vs placebo (PBO). Based on safety, PK, biomarker, and efficacy results, a dose of 100mg QD bezu (optimized formulation) was selected for Summit Part 2. Trial Design and Methods: Summit (NCT05186753) is a multi-center, Phase 2, double-blind, PBO-controlled RCT of bezu in pts with NonAdvSM who have inadequate control of symptoms despite treatment with best supportive care (BSC). A novel pt-reported outcome measure, the Mastocytosis Symptom Severity Daily Diary (MS2D2), was designed to assess disease-specific symptom severity in NonAdvSM pts. Eleven symptoms are included in the MS2D2 Total Symptom Score (TSS). Summit Part 1a randomized pts 1:1:1 to PBO, 100mg, or 200mg, original formulation while Part 1b randomized 1:1:1 to PBO, 100mg, or 150mg, optimized formulation. Pts completing Part 1 of the Summit trial were allowed to receive bezu in the open-label extension (OLE) Part 3 of the trial. Results: As Part 2 will evaluate safety and efficacy of 100 mg bezu at 24 wks, this abstract reports on pts treated with both bezu formulations at 100mg in Parts 1a or 1b, which had similar PK exposures. The presentation will focus on 24-wk outcomes in pts receiving the selected 100 mg bezu dose and participating in the OLE. In Summit Part 1, 19 pts received PBO and 18 received 100 mg bezu for 12 wks. At baseline (BL), the symptoms identified as most severe were within the skin and fatigue domains. At BL, pts were managing their symptoms of NonAdvSM with 2 (43%), 3 (24%), or ≥4 (32%) BSC medications. At the 12-wk assessment in Part 1 (datacut 18Dec2023), the safety and tolerability profile was encouraging, with the majority of TEAEs low grade and reversible without dose modification. The most common TEAEs (>10% in 100 mg bezu) included hair color changes, nausea, diarrhea, peripheral edema, GERD, taste disorder, and neutropenia. There were no reported bleeding or cognitive impairment events. Of 37 pts randomized to PBO or 100 mg QD bezu, 36 (97%) received bezu in the OLE; one pt randomized to the 100 mg original formulation dose reduced and subsequently discontinued due to TEAE of ALT increase. All 19 PBO pts (100%) crossed over to receive bezu in the OLE; of these, 9 were randomized to the 100mg QD bezu dose. Reduction in MC burden was robust among those treated with 100mg bezu - 94.4%, 100%, and 92.3% of pts had at least a 50% reduction in basal serum tryptase, KIT p.D816V variant allele frequency, and bone marrow MCs, respectively. Pts treated with 100 mg bezu had reduction in MS2D2 TSS by 49.1% vs 21.1% with PBO. On a 0-10 scale, the most severe MS2D2 symptom mean change from BL was -3.03 from a BL mean of 7.6 with bezu vs -1.04 from a BL mean of 7.7 with PBO. Individual symptoms of the MS2D2 TSS, as well as others not in the TSS including diarrhea and brain fog, improved more with bezu than with PBO; mean change from BL ranged from -1.66 to -2.69 with bezu vs. a range of -0.52 to -1.58 with PBO. LS mean change from BL in quality of life (Mastocytosis (MC)-QoL, a disease-specific measure) was -22.05 in pts treated with 100mg bezu versus -10.71 in pts treated with PBO. Objective measurements of skin lesions, including centrally adjudicated longitudinal assessments of skin photography, also significantly reduced on bezu. Conclusions: In Part 1 (12 wk assessment), treatment with 100mg bezu resulted in favorable safety and tolerability, significant and deep reductions across all markers of MC burden, and clinically meaningful reduction in all individual MS2D2 TSS symptoms and across domains. The presentation will report on durability and safety/tolerability data beyond 12 wks for those pts randomized to 100 mg in Part 1 and pts who crossed over from PBO in Part 1 to 100mg in Part 3. Summit Part 2 is actively enrolling.

Introduction: Primary diffuse large B-cell lymphoma (DLBCL) of the central nervous system (CNS), traditionally referred to as primary CNS lymphoma (PCNSL), is a rare type of primary large B-cell lymphoma of immune-privileged sites with significantly poorer prognosis than systemic DLBCL. Genetic profiles of PCNSL were widely studied, whereas the tumor microenvironment has not been well characterized. Patients and Methods: A series of molecular analyses were performed using DLBCL FFPE tissues collected by the International Lymphoma Consortium. First, multiplex fluorescent immunohistochemistry (mfIHC) using antibodies for CD20, PAX5, CD3, CD4, CD8, FOXP3, CD45RO, CD68, CD56, PD-1, PD-L1, PD-L2, and CTLA-4 was performed on PCNSL tissues from 121 immunocompetent patients and de novo systemic DLBCL tissues from 405 patients. Digital quantification results for 405 patients with EBV-negative systemic DLBCL or primary testicular (PT) DLBCL have been reported previously. The preliminary mfIHC results of PCNSL will be presented. Second, mfIHC for multiple B cell biomarkers, CD3, CD4, CD8, CD68, CD163, CD11c, and CD31 were performed for 10 PCNSL validation cases, 24 PT-DLBCL and 451 systemic DLBCL tissues (unpublished). Third, RNA samples were extracted and sequenced for the targeted 1408 cancer-associated genes, successfully in 142 PCNSL cases, including 102 cases evaluated by either of these two mfIHC panels and additional 40 PCNSL cases, Results: First, in the first large mfIHC cohort, PCNSLs compared with de novo systemic nodal or extranodal DLBCL had significantly higher mean/median CD56+ cell densities whereas lower T cell densities (consistent with the immune privilege), as well as lower CD45RO+, PD-1+, and FOXP3+ percentages in T cells whereas higher CD4¯CD8¯ double-negative percentages in T cells. Prognostic analysis in the PCNSL cohort showed that high CD56+ cell densities and high CD45RO+CD8+ T cell densities were associated with significantly poorer and better patient survival, respectively, which are opposite to their prognostic effects in systemic DLBCL as previously reported. Twelve patients had very high PD-L1 expression in B cells and significantly poorer survival in the PCNSL cohort. Second, as validation, the 10 PCNSL cases in the second mfIHC study showed significantly less T cells than systemic DLBCL and PT-DLBCL cases, and low CD8 T cell densities and having low percentage of CD8 T cells adjacent to tumor cells were associated with significantly poorer survival. Immunofluorescence landscapeand spatial analysisrevealed significant differences in immune privilege between PCNSL and PT-DLBCL. Third, gene expression profiling analysis by targeted RNA-seq identified 282 significantly differentially expressed genes between PCNSL and systemic DLBCL, referred to as the PCNSL signature. Unsupervised clustering analysis divided the PCNSL cohort into two clusters, which had no significant difference in MYD88 mutation frequencies analyzed at the mRNA level. Importantly, the cluster with higher expression of many neural glial genes in the PCNSL signature had significantly poorer survival, which remained significant in multivariate analysis adjusting for clinical factors and/or treatments, two PCNSL subcohorts (as training and validation cohorts), and methotrexate-treated patients. NCAM1 (Neural Cell Adhesion Molecule 1, encoding CD56) was among the upregulated PCNSL signature genes, explaining the poorer prognosis associated with higher CD56+ cell densities in PCNSL by the mfIHC analysis. Summary: Our studies represent the largest immunophenotypic and gene expression profiling studies currently in PCNSL, a rare type of primary DLBCL of immune-privileged sites. Multiplex immunofluorescence revealed the immune landscape in PCNSL in comparison with systemic and testicular DLBCL, and identified prognostic immune biomarkers. Targeted RNA-seq identified a PCNSL gene signature enriched with neuronal-glial genes and showing significant prognostic effect in PCNSL. These novel findings in the PCNSL microenvironment warrant further studies.

Introduction Talquetamab (Tal) is a bispecific antibody therapy approved for patients with relapsed/refractory multiple myeloma (MM), targeting both GPRC5D x CD3 receptors. Clinical studies demonstrate that Tal creates deep and durable responses, but less is known about the patient experience. This study aimed to explore the experiences of patients from the patient and physician perspectives to help understand what to expect with this first-in-class novel therapy. Methods This qualitative study consisted of two components. First, patients with documented use of Tal were identified and recruited through the HealthTree Cure Hub. Individual patients then took part in 2-hour, semi-structured virtual interviews. Patients were asked to discuss their experiences 1-2 months prior to starting Tal and 4-5 months after beginning therapy. Patients discussed GPRC5D-related symptoms (including oral, skin-related, and nail-related symptoms), overall impact, and satisfaction. Participants were US adults diagnosed with MM who took Tal for at least 4 months, either in a clinical trial or commercial setting. Interviews were conducted February-April 2024. Second, patients and physicians gathered in a facilitated roundtable discussion to review findings and generate ideas for symptom management. The roundtable lasted 2.5 hours and took place in Chicago, IL in May 2024. Results Eight men and 4 women (n=12) aged 52-79 years participated in the interviews. Interviewed participants were mostly white (84%) and college-educated (84%). Seven (58%) received Tal in a clinical trial, and 9 were still receiving Tal. Roundtable participants included 3 patients (2 male, 1 female; all white and college educated), and 3 physicians with Tal experience. In the interviews, patients reported high overall satisfaction, with most (75%) rating their satisfaction an 8 or higher on a 10-point scale. Satisfaction was largely driven by the effectiveness of therapy, with all reporting clinical improvements in their MM disease. Patients reported improvements in their energy/strength and decreased fatigue. They also reported increased physical activities and ability to work, volunteer, or engage in hobbies. Physicians affirmed these findings as consistent with their observations and noted they are also very satisfied with Tal. Oral symptoms such as distorted taste/loss of taste and dry mouth were common with varying severity. Although all interviewees (n=12) reported taste symptoms (typically starting within the first month of therapy), five said their symptoms fully improved (3 after 1 year on treatment, and 2 after stopping treatment), and 4 experienced partial recovery. Ten lost weight, but most (92%) maintained adequate nutrition. Patients and physicians suggested coping strategies including diet modifications, use of strong flavors (e.g., spices, cinnamon), monitoring weight, prioritizing adequate calories, using mouthwashes/lozenges, drinking water while eating, taking small bites, and consuming foods that are easier to swallow. They also noted that it is important to educate patients on expected symptoms before starting the treatment. Skin- and nail-related symptoms were also common but less impactful on quality of life. All patients (n=12) experienced skin- and nail-related symptoms, but most considered these symptoms mild. Skin-related symptoms such as dry skin and skin exfoliation occurred once and typically lasted 1-2 months. Nail symptoms were primarily cosmetic, and the duration varied. Suggested management strategies include skin moisturizers, nail thickeners/hardeners, keeping nails short, and wearing protective gloves. Physicians noted it's helpful to reassure patients that nail loss is not harmful. Overall, GPRC5D-related symptoms were not treatment-limiting, and no patients had to miss a dose due to these symptoms. Patients perceived these symptoms as bearable but noted the treatment was effective at controlling the disease. Conclusions This study described patient experiences and reflected how patients perceive the benefit/risk profile of talquetamab. Symptoms were perceived as bearable and high satisfaction scores were driven by strong clinical effectiveness. Patients and physicians agreed that real-world feedback from patients, practical tips, and management strategies are vitally important for patients and physicians using this novel therapy.

Introduction: Brexu-cel is an autologous anti-CD19 CAR T-cell therapy approved in the US and EU for treatment of adults with R/R MCL (after ≥2 prior therapies in EU) based on a high objective response rate (ORR; 93%; 67% complete response [CR] rate) in pts who received the pivotal dose (2×106 anti-CD19 CAR T cells/kg; Cohort 1; N=60) in ZUMA-2 (NCT02601313; Wang et al, N Engl J Med 2020). After ~4 years (y) of median follow-up, Brexu-cel demonstrated a median overall survival (OS) of 46.4 months (mo) in 68 pts with R/R MCL in Cohort 1 (Goy et al. ASH 2023). Cohort 2 was established to assess a lower dose (0.5 x 106 anti-CD19 CAR T cells/kg); however, the risk/benefit ratio of the Cohort 1 dose was deemed the optimal dose before Cohort 2 reached full enrollment. Here we report primary outcomes of Cohort 2 and 5-y outcomes of Cohorts 1 and 2. Methods: Pts with R/R MCL and ≤5 prior therapies including a BTKi received optional bridging therapy (protocol-defined), lymphodepleting chemotherapy, and 1 infusion of brexu-cel. The primary endpoint was ORR (CR + partial response [PR]) per Lugano classification (Cheson et al. J Clin Oncol. 2014) by independent radiology review committee (IRRC) assessment. Key secondary endpoints were duration of response (DOR), best objective response (BOR), progression-free survival (PFS), OS, and safety. After ≥24 mo of assessment, pts could transition to long-term follow-up (LTFU), NCT05041309, where they were monitored for late-onset targeted/serious adverse events (AEs) possibly related to brexu-cel, presence of replication-competent retrovirus (RCR), and/or insertional mutagenesis. Descriptive statistics are reported herein. Results: As of the primary analysis data cutoff date, July 24, 2019, 17 pts enrolled in Cohort 2, 14 (82%) of whom were treated with brexu-cel with median follow-up of 16.0 mo (range, 13.9-18.0). Pt characteristics for Cohort 2 (N=14) were similar to Cohort 1; median (range) age and number or prior therapies was 61.5 y (52-73) and 3 (2-5); 100% US-treated, 79% male, 71% extranodal disease, 50% intermediate or high s-MIPI scores, 50% refractory to last therapy, and 43% had prior autologous stem cell transplantation. ORR was 93% (95% CI, 66.1-99.8) per IRRC; 64% had a CR (95% CI, 35.1-87.2), 29% had a PR (95% CI, 8.4-58.1) and 1 pt was not assessed. All 14 pts had ≥1 AE of any grade (Gr), with Gr ≥3 AEs occurring in 93% of pts; the most common being hypotension (50%), white blood cell count decrease (50%), anemia (43%), and neutrophil count decrease (43%). Rates of Gr ≥3 cytokine release syndrome (CRS) and neurological events were 7% and 43%, respectively. As of April 1, 2024, median follow-up (range) for Cohort 1 and 2 was 67.8 mo (58.2-88.6; N=68) and 72.3 mo (70.1-74.3; N=14), respectively. In Cohort 1, 24 pts were still alive (35%; 2 withdrew consent and 1 lost to follow up) and 44 pts died (65%). In Cohort 2, 8 pts were still alive (57%; 2 withdrew consent and 1 lost to follow up) and 6 pts died (43%). A total of 27 pts (Cohort 1, n=23; Cohort 2, n=4) enrolled in the LTFU study by data cutoff with a median follow-up time of 70.2 mo (range, 58.2-88.6). Median (95% CI) investigator-assessed DOR and PFS were 36.5 mo (17.7-48.9; n=60; 17 patients in ongoing response, all CR) and 25.3 mo (12.7-46.6; N=68) in Cohort 1; and 57.5 mo (4.7-not estimable [NE]; n=12; 3 pts in ongoing response, all CR) and 29.5 mo (3.3-NE; N=14) in Cohort 2. Median OS (95% CI) and 60-mo OS rates (95% CI) were 46.5 mo (24.9- 60.2) and 38.5% (26.7-50.1) in Cohort 1; and not reached (9.4-NE) and 53.6% (23.8-76.2) in Cohort 2. One pt had 3 ongoing AEs on LTFU, hypogammaglobulinemia and 2 viral infections that arose prior to LTFU. Two pts died on LTFU, both due to progressive disease; no new secondary malignancies or RCR cases were reported. Conclusions: Consistent with Cohort 1, brexu-cel demonstrated a high ORR, durable responses, and an expected safety profile in pts with R/R MCL in Cohort 2 despite the lower dose. However, small sample size limits interpretation of these results. With >5 y of median follow-up, pts in Cohort 1 and 2 continued to experience durable responses with high 60-mo OS rates. No new safety signals were detected and no secondary malignancies or RCR cases were reported in LTFU. Additionally, ZUMA-2 results are consistent with real-world outcomes of brexu-cel in the post BTKi R/R MCL setting (89% ORR and 81% CR rate; Wang Y, et al. J Clin Oncol. 2023). These results support the continued use of brexu-cel in R/R MCL.

Introduction: Brexucabtagene autoleucel (brexu cel) is a CD19-targeted chimeric antigen receptor (CAR) T cell therapy approved for the treatment of adults with relapsed/refractory (R/R) acute lymphoblastic leukemia (ALL). Some patients (pts) proceed with a consolidative allogeneic hematopoietic cell transplant (HCT) after breux cel. We do not know which pts can safely avoid a consolidative HCT and its associated morbidity. Methods: We conducted a retrospective cohort study utilizing the Real-World Outcomes Collaborative of CAR-T in Adult ALL (ROCCA) dataset. ROCCA is a registry of brexu cel pts in 32 centers in North America. We defined complete remission (CR) as < 5% blasts in the bone marrow and no central nervous system (CNS) or extramedullary (EM) disease on or around D28 after brexu cel. We defined measurable residual disease negative (MRD-) CR as CR and no abnormal blasts in the bone marrow by multiparameter flow cytometry, quantitative polymerase chain reaction, ClonoSeq next generation sequencing (NGS), or other sequencing modalities with lower sensitivity. ClonoSeq NGS has a sensitivity of 10-6, while the other modalities have a sensitivity of at least 10-4. We defined progression free survival (PFS) as the time from CAR-T infusion to relapse or death, censored at the date of last follow-up. Statistical analyses were performed in R. Univariable Cox proportional hazards regression analyses were performed to determine the association of pre-specified variables with PFS. Variables known to be associated with CAR T outcomes in ALL were entered into a multivariable model. HCT was incorporated as a time-varying covariate. Results: During the study period, 281 pts were infused with brexu cel. We focused our analysis on 172 (61%) pts with confirmed MRD- CR on D28, as that is the group with clinical equipoise regarding maintenance strategy. 38 (22%) of those pts received a consolidative HCT, 30 (17%) received another form of maintenance therapy (primarily tyrosine kinase inhibitors for Philadelphia (Ph)-chromosome positive ALL), and 104 (60%) pts received no maintenance therapy. Pts who underwent consolidative HCT were younger (median age 35 years) than those who received no maintenance (42y) (p = 0.023) and were less likely to have a history of prior HCT (13% vs. 47%, p < 0.001). No differences were observed with respect to sex, TP53 mutation status, prior inotuzumab (ino) or blinatumomab (blina) exposure, disease burden prior to CAR, or development of any cytokine release syndrome (CRS) or any neurotoxicity with brexu cel. We performed univariable Cox proportional hazard regression analyses among pts in MRD- CR on D28, excluding those who received other maintenance therapy besides HCT; the median follow up was 8.1 months. In univariable analyses, D28 MRD negativity by ClonoSeq NGS (versus MRD negativity by other, less sensitive methods), development of CRS, and pre-CAR BM blasts < 5% were associated with improved PFS; prior ino exposure was negatively associated with PFS (p < 0.05). Age, sex, Ph status, TP53 status, and neurotoxicity development were not associated with PFS. In a multivariable model incorporating ALL type, prior HCT, prior ino/blina, and pre-CAR blast burden, as well as consolidative HCT as a time-varying covariate, only MRD negativity by ClonoSeq NGS with at least 10-6 sensitivity retained statistical significance (PFS hazard ratio 0.34, 95% confidence interval (CI) 0.15-0.77, p = 0.005). Pts who were MRD- by ClonoSeq NGS on D28 and received no maintenance had favorable 6m PFS of 76% (95% CI: 59-98%) and OS of 100% with a median follow up of 6.3 months in this subgroup. Among those in MRD- CR by NGS, HCT as a time-varying covariate was not associated with improved PFS (HR 0.6, p = 0.6). Conclusions: In a large real-world cohort of adults with R/R B-ALL infused with brexu cel, we identified practice variation regarding the use of consolidative HCT. Among brexu cel recipients who entered an MRD- CR, we identified ClonoSeq NGS MRD negativity as a novel predictive factor of favorable oncologic outcomes, even without a consolidative HCT. Similar results have been obtained in pediatric ALL patietns ftreated with 41BB-based tisagenleucleucel (Pulsipher et al., Blood Cancer Discovery 2022). Longer follow-up is needed to validate the safety of omitting consolidative HCT in such pts, but these results encourage the potential for definitive therapy with brexu cel when D28 ClonoSeq NGS MRD is negative.

Background: CLL is one of the most common types of leukemia in the United States, with an estimated 20,700 new cases in 2024. Although cBTKis have become the standard of care for CLL/SLL in treatment-naïve and relapsed/refractory patients, cardiovascular (CV) toxicity is a known side effect. Further, clinical outcomes often worsen as patients progress beyond 1st-line therapy (1L), and the frequency of CV adverse events (CVAEs) may increase with age and as patients progress to 2nd-line or later therapies (2L+). This research evaluated the real-world incidence of CVAEs and clinical outcomes in patients who initiated cBTKi between 2020 and 2023. Methods: Adult patients diagnosed with CLL/SLL who initiated cBTKi treatment (index date) between 2020-2023 in the United States were identified using claims data from Optum's de-identified Clinformatics® Data Mart Database and followed up to 36 months post-index. Cohorts were assessed as those initiating 1L or 2L+, reflecting treatment-naïve and relapsed/refractory patients. Results were presented for patients with an incident CVAE (not present pre-index) and those without. Demographics, incident CVAEs, overall survival (OS) and proportion of patients who discontinued index cBTKi therapy, initiated next treatment or experienced death (NT+D) were assessed. Time to CV event (TTCE) for ibrutinib and acalabrutinib were determined using a Kaplan-Meier (KM) model and Log rank test. Results: Overall, 2,163 eligible patients were identified with a mean ± SD age of 73.8 ± 9.2 years, and 40.6% were female. Of these, 1,958 (90.5%) were included in the 1L cohort and 205 (9.5%) in the 2L+ cohort; 619 (31.6%) and 63 (30.7%) patients had CVAEs, respectively. The mean ± SD [median] observation period was 1.6 ± 0.9 [2.0] years in 1L and 1.5 ± 1.0 [1.0] years in 2L+. The most common cBTKi (in 1L and 2L+) at index were ibrutinib (55.5% and 55.6%), followed by acalabrutinib (40.3% and 38.5%), and zanubrutinib (4.1% and 5.9%). At 12-months post-index, the proportion of 1L patients with and without CVAEs who discontinued treatment was 44.9% and 41.6%, rising to 65.6% and 59.0% by 36-months post-index, respectively. For those in 2L+, 50.8% and 40.8% of those with and without CVAEs discontinued treatment by 12-months; 68.3% and 55.6% discontinued by 36-months. Among those with and without CVAEs, NT+D in 1L patients was 35.9% and 22.5% within 12-months post-index and 56.9% and 32.8% by 36-months. In the 2L+ cohort, 46.0% and 31.7% experienced NT+D by 12-months, rising to 63.5% and 41.5% by 36-months. OS in 1L patients was 84.7% and 93.1% in those with and without CVAEs at 12-months and 69.1% and 88.0% at 36-months. For 2L+ patients, OS was 71.4% and 88.0% at 12-months and decreased to 54.0% and 80.3% at 36-months, among those with and without CVAEs, respectively. The most common incident CVAEs following cBTKi initiation in the 1L and 2L+ cohorts were hypertension (31.2% and 21.7%), heart failure (14.6% and 17.7%), atrial fibrillation (13.9% and 18.4%), atrial flutter (13.3% and 16.9%), and ventricular arrythmias (13.0% and 14.5%). The occurrence of incident CVAEs between 1L patients who received acalabrutinib and ibrutinib was 3.4% and 13.2% for atrial fibrillation, 2.7% and 12.7% for atrial flutter, 9.3% and 31.0% for hypertension, and 6.8% and 11.7% for ventricular arrythmias. For 2L+, the proportion experiencing CVAEs with index acalabrutinib or ibrutinib were 8.6% and 14.8% for atrial fibrillation, 7.6% and 14.8% for atrial flutter, 10.5% and 25.0% for hypertension, and 10.1% and 8.8% for ventricular arrythmias. Among acalabrutinib and ibrutinib patients, KM estimates (medians not reached) in 1L showed that 84% and 72% of patients would not experience a CVAE by 12 months, with 57% and 52% not experiencing a CVAE at 36-months (p<0.001); 2L+ KM estimate rates were 77% and 73% at 12-months and 64% and 60% at 36-months (p=0.28). Mean TTCE for acalabrutinib and ibrutinib in 1L was 2.2 and 1.9 years with 1.6 and 1.2 years in 2L+. Summary/Conclusion: Utilizing real-world evidence from patients with CLL/SLL receiving cBTKIs, this study highlights the CV disease burden among patients who incur new CV events in 1L or later lines of therapy. This research underscores the need for innovative therapies with improved efficacy and CV safety profiles that delay progression to later lines of therapy, as well as careful CV monitoring to allow for early management and improved outcomes.

Introduction: The primary analysis of the phase 3 ECHO trial (NCT02972840) demonstrated that acalabrutinib plus bendamustine-rituximab (ABR) significantly improved progression-free survival (PFS) vs placebo plus bendamustine-rituximab (PBR) in older patients (pts) with previously untreated mantle cell lymphoma (MCL) (Wang et al. EHA 2024, Abstract #LB3439). Here we present additional efficacy and safety results from the ECHO trial. Methods: Pts aged ≥65 years (y) with previously untreated MCL and ECOG PS ≤2 were randomly assigned 1:1 to receive ABR or PBR. Acalabrutinib (100 mg twice daily) or placebo was administered until progressive disease (PD) or unacceptable toxicity. Induction with BR was administered for 6 cycles followed by rituximab maintenance (A±R maintenance, cycles 7-30) in pts achieving a partial or complete response (PR or CR). Pts progressing on PBR could cross over to receive acalabrutinib monotherapy. PFS (primary endpoint) was assessed by independent review committee. Minimal residual disease (MRD) negativity rate (10-5) was assessed in peripheral blood (every 24 weeks [wks], at CR, and at PD) and bone marrow (at CR) by NGS-based ClonoSEQ assay (Adaptive Biotechnologies). Results: Among the 598 pts randomized to ABR or PBR (299 in each arm), high-risk baseline characteristics included high-risk simplified MIPI score in 24.1% and 24.4%, blastoid histology in 8.7% and 6.7%, pleomorphic histology in 5.0% and 6.0%, centrally tested Ki-67 ≥30% in 46.5% and 49.2%, and known TP53 mutation in 7.4% and 9.7%, respectively. PFS hazard ratios (HRs) for subgroups were 0.78 (95% confidence interval [CI] 0.51-1.19) in pts with high-risk simplified MIPI score, 0.68 (95% CI 0.29-1.58) in pts with blastoid histology, 0.64 (95% CI 0.25-1.66) in pts with pleomorphic histology, 0.69 (95% CI 0.49-0.98) in pts with Ki-67 ≥30%, and 0.88 (95% CI 0.42-1.78) in pts with known TP53 mutation. In the ABR arm, median PFS was 22.2 months (mo) among pts who discontinued acalabrutinib during induction for reasons other than PD or death, 29.4 mo in pts who discontinued acalabrutinib during A±R maintenance (cycles 7-30) for reasons other than PD or death, and not reached in pts who received acalabrutinib for 31 cycles or more. Among evaluable patients who were MRD negative at the end of induction (24 wks), the rate of conversion to MRD positive during maintenance was lower in the ABR arm (5.85%; n=11/188) than in the PBR arm (15%; n=26/171). Conversely, among evaluable pts who were MRD positive at the end of induction (24 wks), 37.5% (n=3/8) in the ABR arm and 20% (n=3/15) in the PBR arm converted to MRD negative during maintenance. Overall rates of AEs were similar in each arm during induction, but were higher in ABR during A±R maintenance (cycles 7-30) and more so in the monotherapy phase (cycle 31+). Grade ≥3 TEAEs (ABR vs PBR) were 70.0% vs 68.7% during induction, 64.9% vs 62.9% during A±R maintenance (cycles 7-30), and 57.0% vs 45.3% during monotherapy (cycle 31+). Similarly, rates of TEAEs leading to discontinuation of acalabrutinib/placebo were 8.1% vs 8.8% during induction, 23.9% vs 19.0% during A±R maintenance (cycles 7-30), and 25.9% vs 13.7% during monotherapy (cycle 31+). Exposure-adjusted incidence rates per 100 person-years reduced the difference between ABR and PBR for clinically relevant TEAE rates (32.6 vs 29.3 for grade ≥3 serious TEAEs; 4.2 vs 4.0 for grade 5 TEAEs; 15.5 vs 12.4 for TEAEs leading to acalabrutinib/placebo discontinuation), possibly due to longer median exposure to acalabrutinib (28.6 vs 24.6 mo). Conclusion: Acalabrutinib in combination with BR provides a significant PFS benefit in pts with previously untreated MCL, including those with high-risk features. Furthermore, the addition of acalabrutinib to BR provided a greater PFS effect among pts in the ABR arm with the longest exposure to acalabrutinib. The PFS improvement may be partially driven by the contribution of acalabrutinib to sustained MRD-negative status and deepened responses after the end of induction. ABR provides this clinical benefit without excess toxicity as shown by attenuated differences between arms in exposure-adjusted incidence rates, suggesting that higher AE rates in the ABR arm are likely due in part to the longer duration of acalabrutinib treatment vs placebo. These data emphasize the benefits of acalabrutinib in frontline MCL treatment in high-risk pts and the additional benefit of continuous therapy.