Citations

Abstract Rare Mendelian disorders affect 300-400 million people globally. Although genetic testing has become widely adopted, gene-specific evidence for tailored variant interpretation remains scattered across resources. We present Gene Portals, a framework for gene-centered multimodal knowledge bases that co-localize expert-harmonized clinical data, functional assays, population variation, structural annotations and gene-specific ACMG/AMP specifications within a single resource. A modular interface integrates this unified evidence with VCEP-refined ACMG specifications to enable automated gene-specific variant classification, infer molecular mechanisms, and support cross-gene analyses. We demonstrate the framework’s utility across five Gene portals spanning eleven neurodevelopmental disorder-associated genes, integrating data from 4,423 individuals with 2,838 unique variants, 36,149 ClinVar submissions, and 1,044 expert-curated molecular readouts. By organizing evidence that is otherwise dispersed across multiple sources into a unified, queryable framework, the SCN, GRIN, CACNA1A, SATB2 and SLC6A1 Gene Portals became widely used community resources and provide an extensible template for standardized rare-disease variant interpretation and mechanism-aware discovery.

ABSTRACT This international, multidisciplinary consensus report represents the first effort to systematically define and characterize fatty pancreas. A key outcome of this endeavor was the recommendation to adopt “fatty pancreas” as the standardized and inclusive term to describe all forms of fat accumulation in the pancreas. This terminological consensus provides a critical foundation for unified reporting and clinical communication. Another major contribution of the report is the consensus on diagnostic imaging findings, which was based on radiological and endoscopic modalities. The proposed criteria aim to enhance consistency in clinical assessment and support the development of standardized research protocols. In addition to establishing terminology and diagnostic frameworks, the report also synthesizes current knowledge across a wide range of relevant domains. These include the etiology and epidemiology of fatty pancreas, as well as its associations with alcohol consumption, smoking, acute and chronic pancreatitis, pancreatic exocrine insufficiency, type 2 diabetes mellitus, and surgical outcomes. The potential links between fatty pancreas and neoplastic conditions such as intraductal papillary mucinous neoplasms and pancreatic cancer are also addressed, alongside the current understanding of its metabolic implications (beta‐cell function and glucose homeostasis) and treatment strategies. Throughout the consensus process, a consistent theme emerged: the limited availability of high‐quality, prospective clinical data. Therefore, many of the recommendations in this report are based on expert consensus rather than strong empirical evidence. As such, the statements require rigorous prospective validation before they can be adopted into routine clinical practice. This underscores a critical need for further research, particularly studies aimed at clarifying causal relationships, validating diagnostic tools, and determining the clinical relevance of fatty pancreas across diverse patient populations. This report serves as both a summary of our current understanding and a roadmap for future investigations, aiming to close existing knowledge gaps and guide evidence‐based clinical practice in this emerging field.

Abstract Background Hidradenitis suppurativa (HS) is a chronic, relapsing, debilitating skin disease characterized by deep‐seated nodules, abscesses and tunnels. Objectives To investigate the efficacy of bimekizumab using International Hidradenitis Suppurativa Severity Score System (IHS4) outcomes in patients with moderate to severe HS in the pooled BE HEARD I and II Phase 3 studies. Methods Patients received (initial/maintenance) bimekizumab 320 mg every 2 weeks (Q2W)/Q2W, bimekizumab Q2W/every 4 weeks (Q4W), bimekizumab Q4W/Q4W or placebo/bimekizumab Q2W. Change from baseline (CfB) in IHS4, IHS4 severity stages and the dichotomous IHS4‐55/75/90/100 (an improvement of at least 55%/75%/90%/100% in IHS4 from baseline) are reported to Week 48. Lesion count data by lesion type are reported to Week48. Results In total, 1014 patients were enrolled across BE HEARD I and II. At baseline, mean (standard deviation [SD]) IHS4 for bimekizumab‐treated patients ranged from 33.4 (25.4) for bimekizumab Q2W/Q2W to 36.0 (34.0) for bimekizumab Q2W/Q4W versus 30.6 (21.8) for placebo. At Week16, patients receiving bimekizumab demonstrated greater reductions in mean (SD) IHS4 from baseline, ranging from −17.2 (24.8) for bimekizumab Q4W/Q4W to −17.8 (21.1) for bimekizumab Q2W/Q2W versus −6.1 (16.3) for placebo. Proportions of patients with severe HS at baseline ranged from 83.7% (bimekizumab Q2W/Q2W) to 88.4% (bimekizumab Q2W/Q4W) and decreased by ~50% to Week48 across all treatment arms, ranging from 28.6% (placebo/bimekizumab Q2W) to 34.3% (bimekizumab Q2W/Q2W). Proportions of patients with IHS4 = 0 at Week48 ranged from 23.7% (bimekizumab Q2W/Q4W) to 26.7% (placebo/bimekizumab Q2W). At Week16, IHS4‐55, IHS4‐75, IHS4‐90 and IHS4‐100 thresholds were achieved by greater proportions of patients treated with bimekizumab versus placebo, while comparable improvements were seen across treatment arms from Week16 to Week48. At Week16, lesion counts were lower for patients treated with bimekizumab versus placebo, decreasing to comparable numbers across all groups at Week48. Conclusions Bimekizumab‐treated patients showed improvements across IHS4 outcome measures.

Abstract Background Increased QRS voltages in athletes’ ECGs are attributed to electrophysiological cellular adaptations, complicating the detection of left ventricular hypertrophy (LVH). Conversely, higher extracellular volume (ECV), indicative of diffuse fibrosis, reduces QRS voltages – so-called ‘relative voltage deficiency’– and can mask true LVH on ECG. Purpose To investigate sex-specific associations between QRS voltages and myocardial ECV and assess the impact of ECV on false-positive and negative ECG-LVH detection in elite athletes. Methods We conducted a cross-sectional, sex-specific, contrast-enhanced CMR study in healthy, elite athletes with normal ECGs and no complete right bundle branch blocks. Myocardial ECV (%) was measured from pre- and post-contrast T1 mapping. LVH on CMR was defined as an indexed LVM >75 g/m² (men) or >59 g/m² (women). Primary analyses evaluated correlations between ECV, LVM, and summed 12-lead ECG voltages (including voltage/LVM to assess independence), as well as Sokolow-Lyon and Cornell voltages. Secondary multivariable logistic regression examined the association of ECV on false-positive and false-negative ECG-LVH rates using Sokolow-Lyon (≥3.5 mV) and sex-specific Cornell (≥2.8 mV in men; ≥2.3 mV in women) criteria for CMR-LVH. Results In 162 elite athletes (median age 25 years, 44% female, 45% endurance, 96% Caucasian), 23% met Sokolow-Lyon criteria, 6% met Cornell criteria, and 17% had LVH on CMR. The median myocardial ECV was 23% (range 19–31%), which was lower in male compared to female athletes (22% [Q1-Q3: 21–23%] vs 25% [23–26%]; p<0.001). In both sexes, summed 12-lead voltages were inversely correlated with ECV (ρ=–0.36 to –0.37; p=0.001), independent of LVM (voltage/LVM: ρ=–0.33; p=0.004). Only in female athletes did 12-lead voltages correlate with LVM (ρ=0.37; p=0.001). Logistic regression confirmed that lower ECV was associated with an increased likelihood of false-positive Sokolow-Lyon (OR: 0.64 per 1% ECV increment; p=0.011), independent of body mass index (OR: 0.77 per kg/m²; p=0.039) male sex (OR: 2.7; p=0.123) and age (OR: 0.93 per year; p=0.075; AUROC 0.82). Higher ECV conferred greater odds of a false-negative (OR 3.98 per %; p=0.041), though this was limited by small LVH-positive sample size. In Cornell-based models, lower ECV was not statistically significantly associated with increased false-positive rate (OR 0.59; p=0.059). Conclusion In elite athletes, lower ECV ("denser" myocardium) is associated with increased QRS voltages and higher false-positive ECG-LVH rate, particularly for Sokolow-Lyon, while higher ECV may dampen voltages and can mask true LVH on the ECG. Although sex-specific criteria partly mitigate ECV-related effects, these findings demonstrate inherent limitations of voltage-based LVH criteria in athletes. Unexpectedly low QRS voltages in athletes with otherwise high LVM may imply increased ECV, though further research is warranted.Figure:Likelihood of False Pos SL rate Table:Population characteristics

Objective Age of symptom onset is highly variable in familial frontotemporal lobar degeneration (f‐FTLD). Accurate prediction of onset would inform clinical management and trial enrollment. Prior studies indicate that individualized maps of brain atrophy can predict conversion to dementia in f‐FTLD. We used a Bayesian linear mixed‐effect (BLME) prediction method for identifying accelerated brain volume loss to predict conversion to dementia. Methods Participants included 234 asymptomatic or prodromal carriers of C9orf72 , GRN , or MAPT mutations (including 21 dementia converters) with ≥3 longitudinal magnetic resonance imaging (MRI) T1‐weighted scans. The BLME models established individual voxel‐wise gray matter trajectories using the first 2 scans. Person‐specific clusters of accelerated volume loss were estimated in subsequent scans and tested as predictors of dementia conversion compared with other approaches in time‐varying Cox proportional hazard models covarying for age. Receiver‐operating characteristic (ROC) curves estimated utility of cluster volume in discriminating which participants converted to dementia within 24 months. Results The BLME cluster volume predicted conversion to dementia in f‐FTLD mutation carriers overall and separately in C9orf72 , GRN , and MAPT , with comparable hazard ratios observed for atrophy W‐maps and regional volumes. Within a 24‐month timeframe, BLME cluster volume discriminated dementia converters from non‐converters with larger areas under the curve (AUCs) than other approaches. Interpretation Bayesian‐modeled individualized atrophy scores predict dementia progression among asymptomatic f‐FTLD mutation carriers and may have increased utility compared with other structural imaging methods when studying individuals over shorter timeframes that align with clinical trial design. ANN NEUROL 20269999:n/a–n/a

Early allograft failure (EAF) after living donor liver transplantation (LDLT) remains a clinical challenge. Existing prediction models developed for deceased donor transplantation poorly apply to LDLT due to distinct surgical and physiological factors. This study identifies clinical determinants of EAF and develops an LDLT-specific prediction model. We conducted a multicenter retrospective cohort study from 17 high-volume LDLT centers (January 2016–December 2020) with external validation at a tertiary center in Saudi Arabia (January 2015–December 2022). The primary outcome was EAF (graft loss or patient death ≤90 d). Multivariable mixed-effects logistic regression identified preoperative/intraoperative risk factors. The EAGLE-LDLT model was constructed using postoperative laboratory values. Performance was compared against established models (EAD, MEAF, A2ALL) using ROC analysis and decision curve analysis. The development cohort included 2944 adult LDLT recipients (67.7% male; median age 55 y; median MELD 14) with a 5.5% EAF rate. External validation included 1020 recipients (median MELD 21, 6.7% EAF). Independent risk factors for EAF were MELD (OR 1.06, 95% CI 1.04–1.08), donor BMI (OR 1.05, 95% CI 1.00–1.10), portal vein thrombosis (OR 1.73, 95% CI 1.13–2.63), and hepaticojejunostomy (OR 1.58, 95% CI 1.06–2.36). The EAGLE-LDLT model incorporating peak ALT (>468 U/L), peak INR (>1.9), and bilirubin (>3.5 mg/dL) and INR (>1.3) at POD7, demonstrated superior discrimination (AUC=0.81) compared with MEAF (AUC=0.77, p =0.004), EAD (AUC=0.67, p <0.001), and A2ALL (AUC=0.65, p <0.001). EAGLE-LDLT achieved balanced sensitivity (75.0%) and specificity (73.7%), effectively stratifying patients into high-risk (15% of patients; 40.4% EAF incidence) and low-risk groups. Preoperative and intraoperative clinical factors predict EAF in LDLT. The EAGLE-LDLT model accurately identifies LDLT recipients at the highest risk for EAF postoperatively.

Abstract Background JAK inhibitors (JAKi) are small molecules that cross the placenta from early pregnancy.1 Evidence on the safety of in utero JAKi exposure remains limited, particularly regarding pregnancy outcomes, infant infections, vaccine responses, and early development.2, 3 Methods We conducted a multicenter retrospective study within the ECCO CONFER network, including pregnant women with inflammatory bowel disease (IBD) exposed to tofacitinib (TOFA), upadacitinib (UPA), or filgotinib (FILGO). Data were collected from 22 centers across 16 countries and included maternal characteristics, disease activity, medication patterns, and pregnancy and infant outcomes. Results Among 55 JAKi exposed pregnancies, 21 (38.2%) were unplanned and 30 (54.6%) had active disease. Nine women (16.4%) initiated JAKi during pregnancy. Overall, 38 (69.1%) received TOFA, 15 (27.3%) UPA, and 2 (3.6%) FILGO; 39 (70.9%) continued treatment throughout pregnancy. JAKi discontinuation in 1st-2nd trimester led to disease activity in 9/16 cases (56.3%). Maternal complication risk was low: no DVT or (pre) eclampsia occurred; three cases of premature rupture of membranes (GA 34–37) and four required hospitalizations due to infection or other complications. A total of 10 abortions occurred - five spontaneous (9.1%) and five induced (9.1%), including three due to concern about JAKi exposure. Among 45 live births, two infants (3.6%) were preterm, four (7.3%) small for gestational age, and two (3.6%) had Apgar &lt;7 at 5 minutes. No congenital abnormalities were reported. Infant follow-up findings are summarized in Table 1. One-third of breastfeeding women continued JAKi postpartum. A high adherence rate to the national immunization schedule was seen. Eight (19.5%) received the live BCG-vaccine within the first 30 days of life. No adverse events followed live or inactivated vaccines, and no malignancies were observed. Conclusion In this global cohort of JAKi-exposed pregnancies in women with IBD, maternal complication rates were low, and no increased risk of adverse outcomes among live births was identified. While disease activity was common, particularly following discontinuation of JAKi, infant outcomes - including development, infection risk, and vaccine response - were reassuring. These findings provide important preliminary safety data to inform decision-making regarding JAKi use in pregnancy, though prospective studies are needed to confirm long-term safety. References: 1.Fein KC, Arral ML, Kim JS, et al. Placental drug transport and fetal exposure during pregnancy is determined by drug molecular size, chemistry, and conformation. J Control Release 2023;361:29–39. 2.Torres J, Chaparro M, Julsgaard M, et al. European Crohn’s and Colitis Guidelines on Sexuality, Fertility, Pregnancy, and Lactation. J Crohns Colitis 2023;17:1–27. 3.Mahadevan U, Seow CH, Barnes EL, et al. Global Consensus Statement on the Management of Pregnancy in Inflammatory Bowel Disease. J Crohns Colitis 2025;epub ahead of print. Conflict of interest: Julsgaard, Mette: No conflict of interest Baunwall, Simon MD: No conflict of interest Seow, Cynthia: No conflict of interest Duricova, Dana: No conflict of interest Kane, Sunanda: No conflict of interest Zacharias, Neha: No conflict of interest Leong, Rupert: No conflict of interest Cremer, Anneline: No conflict of interest Kok, Klaartje: No conflict of interest Kagramanova, Anna Valeryevna: No conflict of interest Pipek, Barbora: No conflict of interest Candido, Kristina: No conflict of interest Cooney, Rachel: No conflict of interest Filip, Rafal: No conflict of interest Kiudelis, Vytautas: No conflict of interest Konečný, Michal: No conflict of interest Paramsothy, Sudarshan: No conflict of interest Pugliese, Daniela: No conflict of interest Oliveira Santana Silva, Genoile: Honoraria - Abbvie, Johnson & Johnson, Ferring, Takeda. Research - Abivax, Takeda, Johnson & Johnson, Roche, Sanofi, Polpharma. Advisory board - Abbvie, Johnson & Johnson, MSD. Savarino, Edoardo Vincenzo: No conflict of interest Smolovic, Brigita: No conflict of interest Vieujean, Sophie: No conflict of interest Wei, Shu Chen: No conflict of interest Mahadevan-Velayos, Uma: No conflict of interest