Citations

Background The Woven EndoBridge (WEB) device represents an innovative solution for cerebral aneurysm occlusion, particularly for challenging wide-neck bifurcation aneurysms. However, factors affecting sustained occlusion remain poorly understood. We utilized machine learning to attempt to identify predictors of favorable long-term outcomes following WEB treatment. Methods In this multicenter retrospective study, we collected patient demographics, aneurysm characteristics, procedural details, and clinical outcomes. The primary endpoint was improvement in occlusion status, defined as maintained Raymond-Roy Occlusion Classification (RROC) grade 1, or improvement from grade 2 to 1, or from grade 3 to either 2 or 1 on final angiographic follow up. The dataset was split into training (75%) and validation (25%) sets. The CatBoost algorithm was selected based on performance metrics, with Shapley Additive exPlanations (SHAP) values calculated to determine feature importance. Furthermore, a multivariable binomial logistic regression model was performed to validate machine learning findings. Results Among 720 aneurysms from 36 hospitals, 84% showed improvement in occlusion at follow up. Both machine learning and multivariable logistic regression identified aneurysm height as the most consistent correlate of nonimprovement (odds ratio (OR) 0.90 per mm, p = 0.022). In the CatBoost model, the highest-ranking features by SHAP included aneurysm height, patient age, treatment acuity, ACom location, WEB-SLS device, bifurcation anatomy, aneurysm multiplicity, baseline modified Rankin Scale, access route, and partial thrombosis. Conclusions Machine-learning and regression analyses identified consistent predictors of occlusion improvement after WEB treatment, with aneurysm height most strongly linked to nonimprovement. These insights may guide patient selection and follow up. Findings require cautious interpretation and external validation in larger cohorts.

ABSTRACT Suicidality contributes substantially to global morbidity and mortality, yet despite its heritability, its biological etiology remains largely elusive. We conducted multi-ancestry genome-wide association study meta-analyses of suicidal ideation (259,747 cases), suicide attempt (64,993 cases), suicide death (9,197 cases), and suicidal behavior (suicide attempt/ death, 75,300 cases), across 54 cohorts (e.g., the Psychiatric Genomics Consortium, Million Veteran Program, UK Biobank). We identified 77 significant loci across meta-analyses, including 59 previously unreported for suicidality. SNP-based heritability ranged from 2.0-6.7% and there were strong, yet incomplete, genetic correlations between suicidality phenotypes (0.70-0.88). Fine-mapping prioritized putative causal SNPs and 20 credible genes. Enrichment analyses implicated synaptic pathways and neuronal populations predominantly in subcortical brain regions (e.g., amygdala excitatory, medium spiny, hippocampal CA1-3). Together, these findings establish suicidality as a polygenic set of traits with both shared and distinct genetic influences, providing a foundation for future studies of suicide biology and etiology.

Abstract Disclosure: R. Castaneda: None. D. Bechenati: None. R.D. Rivera Gutierrez: None. M.A. Espinosa: None. J.L. Villamarin: None. E. Tama: None. J.L. Meek: None. P. Bennett: None. A. Acosta: Novo Nordisk, Gila Therapeutics, Amgen Inc, Regeneron Pharmaceuticals, Boehringer Ingelheim, Rhythm Pharmaceuticals, General Mills, Currax, Nestle, Phenomix Sciences, Busch Health, RareDiseases, National Institute of Health, Vivus Pharmaceuticals, Apollo Endosurgery, Satiogen Pharmaceuticals, Spatz Medical. S. Faubion: Era Women’s Health Platform, PriMed, MedAll, AiCME, Medscape, Weight Watchers. C. Shufelt: Bayer Advisory Board. M.D. Hurtado: Novo Nordisk, National Institute of Health, Phenomix. Introduction: Tirzepatide, a dual GIP and GLP-1 receptor agonist, is an FDA-approved medication demonstrating the highest efficacy for weight loss among currently available treatments. However, the influence of sex and age on weight loss outcomes with tirzepatide remains unclear. Objective: To investigate the influence of sex and age on weight loss outcomes in patients treated with tirzepatide. Methods: This retrospective study evaluated weight loss outcomes associated with tirzepatide across sex and age groups. Patients with active malignancy, prior bariatric surgery, or concurrent anti-obesity medication were excluded. The primary endpoint was total body weight loss percentage (TBWL%) at 15 months by sex and age. The influence of age was analyzed as a categorical (≤45, 46-59, ≥60 years) and continuous variable. Secondary outcomes included TBWL% at 3, 6, 9, and 12 months by sex and age. Data were analyzed using independent t-tests, one-way ANOVA, and multivariate regression; results are reported as mean ± standard deviation. Results: The study included 1033 patients (57.1% female; mean age 56 ± 11 years; mean BMI, 37.7 ± 8 kg/m2). By age category, 18.8% (196) were ≤45 years (35.7% males, 64.3% females), 45.9% (473) were 46-59 years (42.7% males, 57.3% females), and 35.3% (364) were ≥60 years (54.7% males, 45.3% females). At all timepoints, TBWL was significantly greater in females compared to males at all timepoints. At 15 months females had a higher TBWL than males: 15.3% ± 10, n=340, vs. 10.2% ± 8, n=244, (p < 0.001). Among females, premenopausal women achieved a higher TBWL than postmenopausal women: 16.9% ± 10 vs 14.4% ± 9, p = 0.04. Analysis by age groups revealed a trend toward higher TBWL in younger patients that did not reach statistical significance (p = 0.152): ≤45 years (14.7% ± 10%), 46-59 years (12.9% ± 10%), and ≥60 years (12.7% ± 9%). After adjusting for baseline age, BMI, and diabetes status, sex remained a strong predictor for weight loss outcomes (PE= 4.5, 95% CI [2.96, 5.97], p < 0.001), following type 2 diabetes status (PE= 4.8, 95% CI [3.0, 6.7], p < 0.001). Conclusion: Sex but not age was a strong predictor of weight loss with tirzepatide. Female sex was associated with greater weight loss than male sex. These results emphasize the importance of considering sex-specific factors in weight loss strategies and warrant further investigation into the underlying biological mechanisms. Differential weight loss by menopause, underscores the role of sex hormones. Presentation: Monday, July 14, 2025

Abstract Disclosure: R.D. Rivera Gutierrez: None. D. Bechenati: None. R. Castaneda: None. M.A. Espinosa: None. J.L. Villamarin: None. E. Tama: None. J.L. Meek: None. T.M. Taaffe: None. P.K. Bennett: None. A.J. Acosta: Novo Nordisk, Gila Therapeutics, Rhythm Pharmaceuticals, Amgen Inc, General Mills, Regeneron Pharmaceuticals, Boehringer Ingelheim, Currax, Nestle, Phenomix Sciences, Busch Health, RareDiseases, National Institute of Health, Vivus Pharmaceuticals, Apollo Endosurgery, Satiogen Pharmaceuticals, Spatz Medical. S. Faubion: Era Women’s Health Platform, PriMed, AiCME, MedAll, Medscape, Weight Watchers. C. Shufelt: Bayer Advisory Board. M.D. Hurtado: Novo Nordisk, National Institute of Health, Phenomix Sciences. Background: Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) have demonstrated cardiovascular (CV) benefits. Tirzepatide (TZP), a dual GLP-1 and gastric inhibitory polypeptide (GIP) receptor agonist approved for weight management and glycemic control, currently lacks evidence on CV outcomes. This study evaluates TZP’s impact on cardiometabolic parameters and atherosclerotic cardiovascular disease (ASCVD) risk scores. Methods: We conducted a multicenter retrospective study of adults prescribed TZP from June 1, 2022, to November 1, 2024. Inclusion criteria included 12 months of TZP use and age >18 years. Exclusion criteria were pregnancy, active malignancy, concurrent FDA-approved antiobesity medications, and prior bariatric surgery. Endpoints included changes in blood pressure, lipid profiles, liver enzymes, glucose control parameters, medication use (statins, aspirin, antihypertensives), and ASCVD risk scores from baseline to 12 months, stratified by sex. Data were obtained from electronic medical records. We present data as mean differences [95% CI]. We used T-tests and multivariate regression analyses for analyses. Results: Among 831 participants (59.4% female; 91.2% White; mean age: 58 ± 12 years), 12-month weight loss was -12% [-13, -11], p<0.001. We observed significant improvement in systolic blood pressure (SBP) (-4 [-5, -3] mmHg, p<0.001), triglycerides (TG) (-38 [-52, -23] mg/dL, p<0.001), total cholesterol (TC) (-7 [-10, -4] mg/dL, p<0.001), LDL cholesterol (LDL) (-6 [-9, -4] mg/dL, p<0.001), fasting glucose (FG) (-39 [-48, -29] mg/dL, p<0.001), ALT (-10 [-15, -5] U/L, p<0.001), HbA1c (-1.3% [-1.5, -1.2], p<0.001), and HDL cholesterol (HDL) (+4 [+3, +5] mg/dL, p<0.001). The Lifetime and 10-year ASCVD scores did not significantly change after 12 months (p>0.05), underscoring TZP’s potential in mitigating the aging-associated increase in CV risk. Considering sex, females had greater weight loss (-13% [-14, -12] vs. -10% [-11, -9], p<0.001), and greater improvements in TC (-5% [-8, -2] vs -3% [-6, 0.1], p<0.001) and LDL (-10% [-14, -6] vs -4% [-8, 1], p<0.001). Males had a greater reduction in DBP (-2% [-4, -1] vs (-1% [-6, 3], p=0.006). Both males and females demonstrated similar improvements in FG and HbA1c. Conclusion: TZP significantly improved CV and metabolic parameters after 12 months, with greater benefits observed in females. These improvements effectively mitigated the age-related rise in ASCVD risk scores. Larger, prospective studies are warranted to confirm these findings and further investigate TZP’s long-term CV effects. Presentation: Monday, July 14, 2025

Abstract Objectives Granulomatous myositis (GM) is defined by focal collections of activated macrophages that fuse to form multinucleated cells that aggregate into granulomas within skeletal muscle. This study aimed to elucidate the pathophysiology of GM by defining its specific transcriptomic profile. Methods Bulk RNA sequencing was performed on 722 muscle biopsies, including 38 from patients with GM, other myopathies and healthy comparators. Spatial transcriptomics and immunohistochemistry assays were used to identify the location of specific transcripts and proteins within the tissue. Results We conducted a systematic analysis of the inflammatory pathways implicated in GM. This analysis revealed that GM muscle biopsies are characterized by elevated levels of IFNγ, IFNγ-inducible genes and proinflammatory cytokine genes including IL1B, TNF and TGFB1. Additionally, we identified a specific gene signature in GM, comprising 1293 genes that were significantly upregulated and 256 significantly downregulated. These genes were strongly correlated with transcriptomic markers of disease activity. Using this gene signature, support vector machine models accurately identified GM, achieving an area under the curve of 99.6% (99.0–99.9%) and an accuracy of 98.6% (98.2–98.9%). Among the identified genes, CHIT1 emerged as the most significantly upregulated gene, with its expression strongly correlating with disease severity. Furthermore, CHIT1 was detected at both the RNA and protein levels in granulomas and giant cells. Conclusion GM is transcriptomically characterized by a strong IFNγ signature and overexpression of proinflammatory cytokines, including IL1B, TNF and TGFB1. Additionally, it exhibits a unique transcriptomic profile, including CHIT1, which correlates with disease activity.

ABSTRACT Background Sodium–glucose co-transporter 2 inhibitors (SGLT2is) are emerging as an essential part of the standard of care for proteinuria in patients with chronic kidney disease. To date, no study has specifically evaluated the effects of body mass index (BMI) on the antiproteinuric efficacy of SGLT2is. Here we report the impact of BMI on the antiproteinuric efficacy of SGLT2is in non-diabetic patients with glomerular diseases. Methods This is a retrospective, multicentre, international observational cohort study that included non-diabetic patients with biopsy-proven glomerular disease and proteinuria >0.5 g/24 h who received SGLT2is between 2016 and 2023. Laboratory values, including proteinuria and estimated glomerular filtration rate (eGFR), were obtained at baseline and after 3–6 months. Changes in laboratory values over time were analysed using the paired signed-rank test. Results A total of 300 patients met the inclusion criteria. The median age was 51.82 years [interquartile range (IQR) 41–62.65], 64.7% were male and 92.7% were white. The most common glomerular disease was immunoglobulin A nephropathy (40.3%). The median eGFR was 52.26 ml/min/1.73 m2 (IQR 36.41–74.01), the median proteinuria was 1.60 g/24 h (IQR 1.15–2.91) and the median serum albumin was 4.08 g/dl (IQR 3.80–4.30). Proteinuria reduction after SGLT2i initiation was significant only in overweight and obese patients (P < .001 versus 0.18). Patients with normal BMI did not experience the expected early decrease in eGFR (P = .16). Conclusions SGLT2is are ineffective in proteinuria reduction in patients with a BMI <25 kg/m2, which contrasts with the significant proteinuria reduction in overweight and obese patients with glomerulopathies.

Objectives To evaluate whether patients with systemic lupus erythematosus (SLE) have different nailfold videocapillaroscopy (NVC) findings compared with healthy controls (HCs) and whether there is an association between NVC abnormalities and disease activity, clinical and/or laboratory features in SLE. Methods This is an observational, multicentre, international, matched case–control study. 381 subjects (203 patients with SLE and 178 HCs) were enrolled from 16 centres in 10 countries. Clinical and laboratory data were collected using ad hoc forms. 5861 NVC images were acquired, coded and uploaded for central blinded analysis. Results A normal NVC pattern was observed in most patients with SLE (86.6%) and, a significantly higher frequency of NVC abnormalities such as enlarged and giant capillaries, microhaemorrhages and irregular nail bed architecture (p<0.001) were found in the remaining patients. Multiple correspondence analysis outlined two NVC patterns, one of which, the more severe (cluster 2), present in 12% of patients, was characterised by a higher prevalence of lower capillary density, abnormally shaped and enlarged capillaries and irregular nail bed architecture. NVC cluster 2 had significantly higher disease activity compared with cluster 1 for both Systemic Lupus Erythematosus Disease Activity Index cut-off points ≥3 and ≥4 (p=0.016 and p=0.028, respectively). SLE with ‘more severe’ NVC pattern (cluster 2) have a significantly higher frequency of arthritis, renal involvement and ongoing glucocorticoid therapy, whereas serositis was significantly associated with ‘less severe’ NVC pattern (cluster 1). Conclusions This study has shown that changes in NVC patterns are associated with important aspects of SLE disease activity. Future prospective studies are needed to further support the use of NVC in SLE monitoring. Trial registration number NCT02801812.

OBJECTIVE Open resective surgery (ORS) has become the standard of care for focal drug-resistant epilepsy (DRE). However, minimally invasive surgical alternatives, such as laser interstitial thermal therapy (LITT), have also been shown to be safe and effective. A meta-analysis comparing both treatments is warranted to assess the benefits of each modality for focal DRE. METHODS A literature search was conducted until March 14, 2024, to identify studies comparing LITT and ORS in patients with DRE. The primary outcomes included seizure freedom (SF), length of hospital stay (LHS), and complication rate (CR). Subgroup analyses were performed based on age, epilepsy etiology, and propensity score–matched (PSM) studies. RESULTS Of 558 articles, 15 cohort studies met the authors’ inclusion criteria, encompassing 3873 patients for analysis. The rate of SF in the LITT group was 52.5% (95% CI 0.453–0.597, I 2 = 47.4%) and 67.1% (95% CI 0.602–0.739, I 2 = 57.4%) for the ORS group. LITT showed a significantly lower rate of SF compared to ORS (risk ratio [RR] 0.78, 95% CI 0.70–0.88, p ≤ 0.0001). However, when PSM studies (RR 0.85, 95% CI 0.63–1.15, p = 0.30) and studies on patients with temporal lobe epilepsy (TLE) (RR 0.88, 95% CI 0.67–1.14, p = 0.34) were analyzed, the SF rates were similar. Patients who underwent LITT had a significantly shorter LHS (mean difference 2.95 days, 95% CI 1.12–4.78, p < 0.00001), lower CR (RR 0.54, 95% CI 0.37–0.79, p < 0.002, I 2 = 32%), lower rate of ischemic stroke (RR 0.15, 95% CI 0.04–0.65, p = 0.01), and lower rate of permanent neurological deficits (RR 0.13, 95% CI 0.05–0.36, p < 0.0001). CONCLUSIONS Across unmatched studies evaluating focal DRE, ORS showed a higher rate of SF. However, pooled matched-cohort analyses showed no difference between interventions in achieving SF, a trend also noted in the authors’ PSM TLE sample. LITT, however, offered significantly shorter LHS and lower CRs. Future prospective studies should match patient populations to control for confounding factors and assess key outcomes, such as postoperative neurocognitive follow-up and quality of life measurements, in order to fully evaluate the risks and benefits of each approach.