Citations

Background The rapid evolution of artificial intelligence (AI) in conjunction with recent updates in dual antiplatelet therapy (DAPT) management guidelines emphasizes the necessity for innovative models to predict ischemic or bleeding events after drug‐eluting stent implantation. Leveraging AI for dynamic prediction has the potential to revolutionize risk stratification and provide personalized decision support for DAPT management. Methods and Results We developed and validated a new AI‐based pipeline using retrospective data of drug‐eluting stent‐treated patients, sourced from the Cerner Health Facts data set (n=98 236) and Optum's de‐identified Clinformatics Data Mart Database (n=9978). The 36 months following drug‐eluting stent implantation were designated as our primary forecasting interval, further segmented into 6 sequential prediction windows. We evaluated 5 distinct AI algorithms for their precision in predicting ischemic and bleeding risks. Model discriminative accuracy was assessed using the area under the receiver operating characteristic curve, among other metrics. The weighted light gradient boosting machine stood out as the preeminent model, thus earning its place as our AI‐DAPT model. The AI‐DAPT demonstrated peak accuracy in the 30 to 36 months window, charting an area under the receiver operating characteristic curve of 90% [95% CI, 88%–92%] for ischemia and 84% [95% CI, 82%–87%] for bleeding predictions. Conclusions Our AI‐DAPT excels in formulating iterative, refined dynamic predictions by assimilating ongoing updates from patients' clinical profiles, holding value as a novel smart clinical tool to facilitate optimal DAPT duration management with high accuracy and adaptability.

Introduction There is no prospective data to guide the utilization of peri-transplant radiation (PTRT) in patients with relapsed or refractory (R/R) classical Hodgkin lymphoma (cHL). In retrospective analyses, PTRT has been associated with local disease control, however evidence supporting improved progression free survival (PFS) is less well defined (Milgrom SA et al Cancer. 2017; 123(8):1363-1371). Furthermore, the added benefit of PTRT in the era of recent advancement in salvage strategies, including brentuximab vedotin (BV) and checkpoint inhibitors (CPI), is unclear. In a multicenter, retrospective analysis, we evaluated the impact of PTRT on PFS for patients with R/R cHL. Methods We identified consecutive pts ≥7 years old at time of diagnosis with R/R cHL treated with autologous stem cell transplant (ASCT) at 5 US academic institutions between 2010-2021. PTRT was defined as radiation administered within 3 months of ASCT. The primary objective was to compare the post-ASCT PFS, defined as the time from ASCT to subsequent relapse or death from any cause, between the two groups. Univariable and Multivariable Cox regression was performed to evaluate the impact of various relevant clinical factors on post-ASCT PFS. Results A total of 958 eligible pts were identified ( Table 1). The median age at cHL diagnosis was 31 (range, 7-72). At the time of first relapse/primary refractory disease, 406 (54%) pts had early-stage disease, 167 (24%) pts had bulky disease (≥5.0 cm), 308 (36%) pts had extra-nodal disease, 182 (22%) pts had B-symptoms (B-sx), and 338 (45%) had primary refractory disease. A total of 302 (32%) pts received >1 line of salvage before ASCT. Salvage treatment at any time point before ASCT included chemotherapy only for 457 (48%) patients, BV(+/- chemotherapy) for 308 (32%) patients, and CPI (+/- BV or +/- chemotherapy) for 193 (20%) patients. In total, 239 (24.9%) pts received PTRT, 139 (58.1%) before ASCT and 100 (41.8%) after ASCT. Among pts with available dosing information (23.3%), the median radiation dose administered was 28 Gy. The most common doses administered were 30 Gy in 77 (31.7%) pts, 36 Gy in 62 (27.8%) pts, and 18 Gy in 43 (19.2%) pts. Radiated sites included mediastinum in 172 (80.7%) pts, neck/cervical lymph nodes in 68 (31.9%) pts, and supra/infra clavicular region and axilla, each in 31 (14.6%) pts. Compared to the 719 pts that did not receive PTRT, patients treated with PTRT were more likely to have early stage disease (73% vs 47%, p<0.001), bulky disease (30% vs 22%, p = 0.048), primary refractory disease (56% vs 40%, p <0.001), >1 line of salvage treatment prior to ASCT (40% vs 29%, p<0.001), and <CR prior to ASCT (36% vs 27%, p = 0.007) (Table 1). Patients treated with PTRT were less likely to have RT at initial diagnosis (5.9% vs 22%, p<0.001), extra-nodal disease (19% vs 42%, p<0.001), B-sx (17% vs 25%, p=0.035), salvage treatment that included CPI (11% vs 23%, p<0.001), and BV maintenance (20 vs 31%, p<0.001). After a median follow up from ASCT of 4.5 years (range, 2.4-7.2), 2-year PFS was 76% (73%, 79%) and 5-year PFS was 70% (67%, 73%). In univariable analysis, receipt of PTRT showed non-significant reduced hazard for PFS (HR 0.79, 95% CI 0.59-1.05, p = 0.093) (Figure 1). In a multivariable model, PTRT showed significant association with PFS (HR 0.56, 95% CI 0.36-0.88, p=0.009) when adjusting for other clinically relevant factors at relapse such as stage, B-sx, bulk, primary refractory disease, BV(+/- chemotherapy) or CPI (+/- BV or +/- chemotherapy) in salvage, PET response prior to ASCT, and BV maintenance after ASCT. To determine if specific subgroups benefited from PTRT, we tested for interaction effects between PTRT and clinically relevant factors. Only bulk (HR 0.37, 95% CI 0.16-0.85, p=0.013) and B-sx (HR 0.45, 95% CI 0.20-1.02, p=0.041) showed significant interaction with PTRT.Among pts with bulky disease, 5-year PFS was significantly improved with receipt of PTRT (81% vs 62%, p=0.013). Conclusion In this large multi-center analysis of pts with R/R cHL undergoing ASCT, there was no significant difference in PFS regardless of receipt of PTRT. However, after adjusting for known clinically relevant factors, receipt of PTRT was significantly associated with PFS and was particularly beneficial for patients with bulky disease or B-sx at relapse. We found decreased utilization of PTRT in pts receiving CPI-based salvage; therefore the role for PTRT for pts receiving CPI-based salvage is unclear.

Introduction: With rapid treatment advances in multiple myeloma (MM), more patients receive the 3 main classes of MM treatments (immunomodulatory imide drug [IMiD] agents, proteasome inhibitors [PIs], and anti-CD38 monoclonal antibodies [mAbs]) in earlier lines of therapy and become TCE. This is a prerequisite for subsequent treatment with some novel therapies eg, anti-B-cell maturation antigen (BCMA) agents. Published evidence of RW clinical outcomes in patients with TCE MM is scarce in the evolving RRMM treatment landscape. The objective of this study was to assess RW clinical outcomes in patients with TCE RRMM who received treatment post-TCE. Methods: In this observational study, we analyzed de-identified patient data derived from electronic health records (EHRs) from 2 key United States (US) MM longitudinal databases (Flatiron Health MM [FHMM] and COTA Vantage MM [CVMM]). We identified patients who became TCE between November 2015 and March 2021 and received a subsequent treatment post-TCE; the earliest available end date of the 3rd treatment class was considered the date patients became TCE. The start date of the 1st treatment post-TCE (index treatment) was defined as the index date. We analyzed patient demographics, disease characteristics, prior treatment exposure, refractory status, and index treatments patterns/classes. Clinical endpoints assessed were response rates (overall and complete), overall survival (OS), progression-free survival (PFS), and time to progression (TTP). Results: The FHMM and CVMM databases included 1,319 and 1,118 TCE patients, respectively, of whom 897 and 795 received an index treatment post-TCE. Median (range) follow-up for patients who received an index treatment was 18.1 (0.1-82.0) and 15.5 (0.03-72.3) months for FHMM and CVMM cohorts, respectively. Median age for both RW cohorts was 68 years, more than half of patients were men and the majority were White. Patients received a median of 3 lines of prior treatment (range, 1-14 and 1-12 for FHMM and CVMM cohorts, respectively). In both RW cohorts, >75% of patients who received an index treatment were triple-class refractory and approximately 10% were penta-refractory, having received treatment with 2 IMiD agents, 2 PIs, and an anti-CD38 mAb. Approximately 67% and 79% of patients in the FHMM and CVMM cohorts, respectively, had ECOG performance status 0 or 1. Approximately 54% and 61% had received prior stem cell transplantation. IMiD agents either alone or in combination with a PI and/or anti-CD38 mAb constituted the main regimens for index-treated patients. In the CVMM cohort, the overall and complete response rates were 15.2% and 1.7%, respectively; response data were not available in the FHMM cohort. Median OS (22.3 and 20.4 months), median PFS (4.8 and 4.9 months), and median TTP (5.9 and 5.9 months) were comparable for both FHMM and CVMM cohorts. Conclusions: In this observational cohort study of 2 US RW EHR databases, patients became TCE with a median of 3 prior lines of therapy. Post-TCE, most patients with RRMM still received the same 3 treatment classes with poor response and survival outcomes on their treatments. Despite advances in MM management, this study highlights the need for more efficacious novel treatments for patients with TCE MM and serves as a RW benchmark in the literature for appraising emerging data from novel agents in patients with RRMM.

Abstract Background To evaluate the long-term clinical performance, the impact of procedural configurations and post-procedure medications in atrial fibrillation patients with percutaneous left atrial appendage occlusion (LAAO). Methods The RECORD study was a prospective, all-comers registry conducted in 39 Chinese centers that consecutively enrolling patients who received LAAO between 1st April 2019 and 31st October 2020 with minimum inclusion and exclusion criteria. Events including any death, any stroke, systemic embolism and bleeding event were collected at 1 year and adjudicated by an independent clinical event committee. Cox proportional hazard models with multivariable adjustments were applied to estimate hazard ratios (HRs) for each outcome. Results Of the 3,096 participants, 3,082 successfully received an LAAO implant and 3,013 (97.8%) completed the 1-year follow-up. Participants had a high risk of stroke (mean CHA2DS2-VASc score of 4.0) and a moderate-to-high risk of bleeding (mean HAS-BLED score of 2.4). Local anesthetic was performed in 1,287 (41.6%) patients and fluoroscopy guidance in 492 (16.0%) patients. In 1295 (42.0%) cases, one-stage combination procedures of LAAO and radiofrequency ablation or cryoablation (CA) were performed. At 1 year, the composite ischemic endpoint of death, stroke, and systemic embolism occurred in 133 (4.51%) patients. Any life-threatening, disabling or major bleeding events occurred in 71 (2.36%) patients. There was no significant association between the type of anesthesia (general versus local), modality of image guidance (TEE, ICE, or fluoroscopy) with the ischemic or bleeding events. Combination procedures of LAAO plus CA was associated with a significantly lower rate of death, stroke, or systemic embolism than performing LAAO only (3.5% versus 5.2%, HRadjusted:0.69, 95%CI:0.48-0.98, P=0.041). The commonest antithrombotic strategy was OAC | APT | APT (38.1%; corresponded to medication prescribed at discharge | 45 days | 6 months), followed by OAC | OAC | APT (27.0%). Compared with OAC | APT | APT, the OAC | OAC | APT group was associated with a higher risk of life-threatening, disabling or major bleeding (1.2% versus 2.5%, HRadjusted:0.50, 95%CI: 0.25-0.99, P=0.47); whereas the risk of death, stroke and SE was numerically similar (2.9% versus 3.0%, HRadjusted:1.05, 95%CI: 0.61-1.78, P=0.867). There was no significant difference between OAC | APT | APT and OAC+APT | APT | APT groups regarding ischemic events; however, in patients with HAS-BLED ≥ 3, OAC | APT | APT was associated with lower rates of life-threatening, disabling or major bleeding events (1.1% versus 4.8%, HRadjusted:4.55, 95%CI: 1.31-15.81, P=0.017). Conclusion In Chinese centers, patients with a WATCHMAN LAAO device had low rates of ischemic and bleeding events at 1 year. One-stage combination procedures of LAAO and catheter ablation was associated with a significantly lower rate of ischemic events than performing LAAO only.Procedural configurations to outcomesPost-LAAO antithrombotic medications

Abstract Triple-negative breast cancer (TNBC) is an aggressive form of breast cancer with limited therapeutic strategy and unfavorable prognosis, especially for patients bearing brain metastasis. Here, we demonstrate that MTAP gene deletion or MTAP inhibition by MTAP inhibitor, MTDIA, sensitizes breast cancer cells to poly (ADP-ribose) polymerase (PARP) inhibitor (PARPi). Mechanistically, PARPi suppresses the expression of methionine adenosyltransferase 2A (MAT2A) by inducing METTL16 auto-inhibition mediated intron retention. Given that MAT2A and MTAP are key enzymes in methionine metabolism, the dual inhibition of MAT2A and MTAP disrupts methionine metabolism and leads to reduced s-adenosylmethionine. Dietary methionine restriction further boosts the combined anti-tumor efficacy of MTAP depletion/inhibition and PARPi. Most importantly, in brain metastatic TNBC, due to the natural low methionine environment in the brain, the combination of MTAP depletion/inhibition and PARPi confers significant therapeutic efficacy. Therefore, our findings provide a promising strategy for inhibiting primary or brain metastatic TNBC.

AbstractBackgroundSkeletal development requires precise extrinsic and intrinsic signals to regulate processes that form and maintain bone and cartilage. Notch1 is a highly conserved signaling receptor that regulates cell fate decisions by controlling the duration of transcriptional bursts. Epigenetic molecular events reversibly modify DNA and histone tails by influencing the spatial organization of chromatin and can fine‐tune the outcome of a Notch1 transcriptional response. Histone deacetylase 1 and 2 (HDAC1 and HDAC2) are chromatin modifying enzymes that mediate osteoblast differentiation. While an HDAC1‐Notch interaction has been studied in vitro and in Drosophila, its role in mammalian skeletal development and disorders is unclear. Osteosclerosis is a bone disorder with an abnormal increase in the number of osteoblasts and excessive bone formation.MethodsHere, we tested whether Hdac1/2 contribute to the pathogenesis of osteosclerosis in a murine model of the disease owing to conditionally cre‐activated expression of the Notch1 intracellular domain in immature osteoblasts.ResultsImportantly, selective homozygous deletions of Hdac1/2 in osteoblasts partially alleviate osteosclerotic phenotypes (Col2.3kb‐Cre; TGRosaN1ICD/+; Hdac1flox/flox; Hdac2flox/flox) with a 40% decrease in bone volume and a 22% decrease in trabecular thickness in 4 weeks old when compared to male mice with heterozygous deletions of Hdac1/2 (Col2.3 kb‐Cre; TGRosaN1ICD/+; Hdac1flox/+; Hdac2flox/+). Osteoblast‐specific deletion of Hdac1/2 in male and female mice results in no overt bone phenotype in the absence of the Notch1 gain‐of‐function (GOF) allele.ConclusionsThese results provide evidence that Hdac1/2 contribute to Notch1 pathogenic signaling in the mammalian skeleton. Our study on epigenetic regulation of Notch1 GOF‐induced osteosclerosis may facilitate further mechanistic studies of skeletal birth defects caused by Notch‐related GOF mutations in human patients, such as Adams‐Oliver disease, congenital heart disease, and lateral meningocele syndrome.

Abstract Background Myeloid cells comprise up to 50% of the total tumor mass in glioblastoma (GBM) and have been implicated in promoting tumor progression and immunosuppression. Modulating the response of myeloid cells to the tumor has emerged as a promising new approach for cancer treatment. In this regard, we focus on the Triggering Receptor Expressed on Myeloid Cells 2 (TREM2), which has recently emerged as a novel immune modulator in peripheral tumors. Methods We studied the TREM2 expression profile in various patient tumor samples and conducted single-cell transcriptomic analysis in both GBM patients and the GL261 mouse glioma model. We utilized multiple mouse glioma models and employed state-of-the-art techniques such as invivo 2-photon imaging, spectrum flow cytometry, and in vitro co-culture assays to study TREM2 function in myeloid cell-mediated phagocytosis of tumor cells, antigen presentation, and response of CD4+ T cells within the tumor hemispheres. Results Our research revealed significantly elevated levels of TREM2 expression in brain tumors compared to other types of tumors in patients. TREM2 was predominantly localized in tumor-associated myeloid cells and was highly expressed in nearly all microglia, as well as various subtypes of macrophages. Surprisingly, in preclinical glioma models, TREM2 deficiency did not confer a beneficial effect; instead, it accelerated glioma progression. Through detailed investigations, we determined that TREM2 deficiency impaired the ability of tumor-myeloid cells to phagocytose tumor cells and led to reduced expression of MHCII. This deficiency further significantly decreased the presence of CD4+ T cells within the tumor hemispheres. Conclusions Our study unveiled a previously unrecognized protective role of tumor-myeloid TREM2. Specifically, we found that TREM2 enhances the phagocytosis of tumor cells and promotes an immune response by facilitating MHCII-associated CD4+ T-cell responses against gliomas.

ABSTRACT The rapid pace of name changes of medically important fungi is creating challenges for clinical laboratories and clinicians involved in patient care. We describe two sources of name change which have different drivers, at the species versus the genus level. Some suggestions are made here to reduce the number of name changes. We urge taxonomists to provide diagnostic markers of taxonomic novelties. Given the instability of phylogenetic trees due to variable taxon sampling, we advocate to maintain genera at the largest possible size. Reporting of identified species in complexes or series should where possible comprise both the name of the overarching species and that of the molecular sibling, often cryptic species. Because the use of different names for the same species will be unavoidable for many years to come, an open access online database of the names of all medically important fungi, with proper nomenclatural designation and synonymy, is essential. We further recommend that while taxonomic discovery continues, the adaptation of new name changes by clinical laboratories and clinicians be reviewed routinely by a standing committee for validation and stability over time, with reference to an open access database, wherein reasons for changes are listed in a transparent way.