Citations

Abstract Provided herein are novel aminocyclohexenyl-6,6-bicyclic compounds as 5-HT2A receptor agonists, pharmaceutical compositions, use of such compounds in treating depression, anxiety, substance abuse and headaches, and processes for preparing such compounds.

Abstract Selective prediction in clinical AI conventionally defers low-confidence predictions to human clinicians. But confidence captures only one dimension of prediction quality, and the patients it flags may not be the ones who most need human review. We propose reliability-gated selective prediction, where a composite of five dimensions—confidence, data sufficiency, cohort similarity, temporal stability, and uncertainty consistency—determines whether the model predicts or defers. Using 84,013 ICU admissions from MIMIC-IV and an XGBoost ensemble across three tasks (sepsis, mortality, vasopressor need), we find that reliability-based and confidence-based deferral policies select almost entirely disjoint patient subsets (Jaccard < 0.001 for all tasks). Confidence defers low-probability cases; reliability defers patients with sparse data and distributional unfamiliarity—precisely the failure modes invisible to confidence. The reliability gate achieves 1.4–2.4× lower Brier scores at every coverage level on temporal holdout. At 80% coverage, the number needed to review (NNR) is 2.7–3.9 for the reliability gate versus 32–2,085 for the confidence gate. A two-dimension composite (confidence and uncertainty consistency) matches the full five-dimension composite, providing a minimal deployment configuration. These findings replicate on MIMIC-III (46,187 patients, 2001–2012): Jaccard <0.001, Brier reduction 2.4–2.7×, and NNR 3–4. The reliability gate outperforms a conformal selective prediction baseline on Brier score across all tasks while providing per-dimension diagnostic information. These results define reliability as a deployment primitive for clinical AI: a multidimensional assessment of prediction trustworthiness that is not reducible to model confidence and generalizes across database versions and time periods.

Background: Many neurological and cognitive disorders have early oculomotor hallmarks. The Oculo-Cognitive Addition Test (OCAT) is a quick, objective screening tool that measures eye movement and time-based biomarkers of cognitive processing during simple mental addition tasks in under two minutes. Normative values for age, sex, education level, and apolipoprotein E Type 4 (APOE ε4) carrier status must be established so cognitively normal populations are not misdiagnosed. Methods: A total of 382 participants completed OCAT, with 350 participants making up the normative cohort from which raw gaze data were processed to derive fixations, saccades, blinks, pupillary dynamics, and time-based features. Separate multiple linear regression models were fitted for each feature with age, sex, education, and APOE ε4 carrier status as predictors to establish demographic-adjusted normative equations. Results: Processing time, fixation time, fixation size and fixation area and their variability increased progressively from the first to the third number within each addition sequence, consistent with increasing cognitive workload. Demographic-adjusted multiple linear regression models generated normative equations for individual OCAT features based on age, sex, education, and APOE ε4 carrier status. These models were used to derive individualized expected values, 95% reference intervals, and z-scores. Conclusions: These demographic-adjusted normative equations enable individualized interpretation of OCAT performance and are necessary steps towards clinical implementation.

Type 1 diabetes (T1D) is a complex autoimmune disease characterized by the destruction of insulin-producing pancreatic β cells. Both genetic susceptibility and epigenetic dysregulation contribute to T1D risk. Recent studies have reported β-cell dysfunction before disease onset, suggesting that β-cell-intrinsic mechanisms contribute to pathogenesis. However, the mechanistic link between disease-associated variants and β-cell dysfunction remains poorly understood. We hypothesized that a subset of T1D-associated variants directly influences cell type-specific candidate cis-regulatory elements (cCREs) by disrupting transcription factor (TF) binding and altering gene expression. To define cell type-specific cCREs in human islets, we integrated publicly available epigenomic datasets, including bulk histone modification profiles and single-cell multiomic data from human pancreatic islets. We combined these data with T1D genome-wide association study (GWAS) variants to identify disease-associated SNPs located within enhancer regions. Using multiomic datasets from PANC-DB, we characterized cell type-specific chromatin accessibility in nondiabetic and T1D islets and identified regulatory regions that may control gene expression in β cells and other islet cell types. We then applied ChromBPNet, a deep learning model that predicts base-pair-resolution chromatin accessibility from scATAC-seq data, to evaluate how specific variants may alter local regulatory activity. In parallel, we used TF footprinting to nominate TFs likely to bind these variant-containing regions. These analyses identified several T1D-associated SNPs predicted to alter chromatin accessibility at candidate TF binding sites, suggesting mechanisms by which noncoding variants may contribute to β-cell dysfunction and T1D susceptibility. Our findings link T1D-associated variants to cell type-specific enhancer activity and regulatory pathways and provide candidates for future mechanistic studies.

Background and Objective: This study aimed to investigate glaucoma progression following secondary intraocular lens (SIOL) implantation by surgical approach. Patients and Methods: This was a single-center retrospective study of 440 eyes that received SIOL implantation, including scleral-sutured, scleral-fixated, anterior chamber, and sulcus-fixated. Glaucoma progression was defined as new diagnosis, procedure for intraocular pressure (IOP) control, or IOP elevation ≥ 24 mmHg or ≥ 5 mmHg above baseline requiring additional medications. Risk factors were assessed using multivariable analysis. Results: Mean age at surgery was 71.3 years and 29.3% of patients had prior glaucoma. Overall, 33.2% developed glaucoma progression. Prior glaucoma (hazard ratio 2.08 [95% CI 1.47–2.94], P < .001) and cystoid macular edema (1.63 [1.06–2.52], P = .026) were associated with glaucoma progression on multivariable analysis. There was no difference in glaucoma progression between scleral-sutured, scleral-fixated, anterior chamber, or sulcus-fixated implantation techniques. Conclusion: Our results suggest that surgeons should use their preferred SIOL implantation technique but closely monitor postoperative IOP.

ABSTRACT Coeliac disease (CeD) and immunoglobulin A deficiency (IgAD) frequently co‐occur and share a genetic background within the HLA‐DQ2 region. Although this has been known for decades, the underlying mechanisms linking the two conditions remain unclear. We conducted a scoping review to evaluate the prevalence, clinical characteristics, diagnostic challenges and histopathological features of IgAD in patients with CeD. Thirty‐one studies published between 1985 and 2024 were included. IgAD was more prevalent among individuals with CeD, 1.4%–4.8% than in the general population, and CeD occurred in 5.9%–14.1% of patients with IgAD. Most patients presented with gastrointestinal symptoms, although selection bias was common. IgG‐based serology remains essential for diagnosis and monitoring, but its reliability during follow‐up is limited by the slow decline of antibodies. Histological findings indicate compensatory IgM and IgG responses and persistent mucosal immune activation. Improved strategies for diagnosis and long‐term monitoring of patients with both conditions are warranted.

ABSTRACT Right ventricular (RV) failure after left ventricular assist device (LVAD) implantation is a serious complication which may necessitate temporary mechanical support in refractory cases. Here we describe a 63‐year‐old man with end‐stage ischemic cardiomyopathy and severe combined pre‐ and post‐capillary pulmonary hypertension who developed persistent RV failure post‐LVAD. He was intolerant to speed optimization secondary to preload mismatch, and invasive hemodynamics confirmed LV underfilling. An Impella RP Flex was placed for RV support, and biventricular (BiV) pressure‐volume (PV) loops were utilized to ascertain hemodynamic response. With increasing Impella RP Flex support, left ventricular end‐diastolic volume increased with subsequent improvement in left ventricular performance. This case represents the first reported use of BiV PV loop analysis to characterize the physiological effects of Impella RP Flex in a patient with LVAD support, underscoring its utility in understanding device‐ventricular interactions.

Background Loss of finger motion after zone II flexor tendon repair remains common and is largely caused by adhesion formation. Although intrinsic vascular and cellular contributions to tendon healing have been examined in canine, avian, and primate models, prior studies have emphasized biochemical or perfusion-based endpoints without comprehensive assessment of functional and mechanical outcomes after clinically relevant repair. Consequently, the influence of intrinsic healing elements on early postoperative function remains unclear. In this study, we employed a novel avian model of intrasynovial (zone II) tendon injury, which enables clinically relevant operative repair, postoperative rehabilitation, and quantitative assessment of tendon function and biomechanics, to investigate the contribution of intrinsic healing elements to tendon repair. Questions/purposes (1) Does operative ablation of intrinsic healing elements worsen early ROM after zone II flexor tendon repair? (2) Does disruption of intrinsic pathways increase adhesion formation, as measured by normalized work of flexion and gross adhesion scores? (3) Does intrinsic tendon component ablation compromise mechanical properties, including ultimate load to failure and stiffness? (4) Does removal of intrinsic elements alter the expression of fibrotic and matrix-related genes during early healing? Methods Using a clinically relevant, large-animal avian ( Meleagris gallopavo ) model of zone II flexor tendon repair, flexor digitorum longus (FDL) tendons underwent sharp transection and primary repair and were assigned to one of four groups: (1) control repair with intact intrinsic elements (3 weeks postinjury, n = 11; 6 weeks postinjury, n = 18), (2) vincular ligation and transection (3 weeks postinjury, n = 12; 6 weeks postinjury, n = 16), (3) tenocyte cryoablation via intraoperative freeze-thaw devitalization (3 weeks postinjury, n = 13; 6 weeks postinjury, n = 13), or (4) complete tendon devitalization (3 weeks postinjury, n = 13; 6 weeks postinjury, n = 16). A total of 112 male and female birds were used for this study. Harvested tendons were evaluated at 3 and 6 weeks postoperatively. Outcomes included interphalangeal ROM, normalized work of flexion, semiquantitative gross adhesion scoring, ultimate load to failure, stiffness, qualitative histologic assessment, qualitative immunofluorescence, and quantitative PCR for fibrotic and matrix-related genes. Results Operative ablation of the intrinsic healing elements did not worsen total ROM and/or increase normalized work of flexion. All experimental groups demonstrated reduced total ROM of the operative digit at 3 weeks postoperatively compared with the contralateral nonoperative digit: mean ± SD control repair with intact intrinsic healing elements (50° ± 10° versus 14° ± 6°, mean difference 36.41° [95% confidence interval (CI) 26.87° to 45.94°]; p < 0.001), vincular disruption group (50° ± 10° versus 14° ± 7°, mean difference 35.97° [95% CI 21.44° to 45.51°]; p < 0.001), tenocyte cryoablation group (50° ± 10° versus 15° ± 8°, mean difference 35.27° [95% CI 25.99° to 44.55°]; p < 0.001), and complete tendon devitalization group (50° ± 10° versus 11° ± 4°, mean difference 38.97° [95% CI 29.44° to 48.50°]; p < 0.001). However, no differences between the groups were detected. Similarly, the total ROM was impaired at 6 weeks postinjury compared with the nonoperative digit in all groups. We did not detect any differences between the groups, and results did not demonstrate time-dependent differences between the two time points. Furthermore, normalized work of flexion, a proxy for peritendinous adhesion severity, was increased in all experimental groups at 3 weeks postinjury: mean ± SD control repair with intact intrinsic healing elements (0 ± 0 N mm/° versus 4 ± 3 N mm/°, mean difference -3.33 [95% CI -5.73 to -0.93]; p = 0.003), vincular disruption group (0 ± 0 N mm/° versus 4 ± 2 N mm/°, mean difference -3.09 [95% CI -5.49 to -0.69]; p = 0.006), tenocyte cryoablation group (0 ± 0 N mm/° versus 3 ± 2 N mm/°, mean difference -2.99 [95% CI -5.33 to -0.66]; p = 0.006), and complete tendon devitalization group (0 ± 0 N mm/° versus 4 ± 2 N mm/°, mean difference -3.31 [95% CI -5.70 to -0.91]; p = 0.003). However, no group differences were detected. At the 6-week follow-up, the normalized work of flexion was also elevated in all groups without any differences between the treatments. Furthermore, the integrity of the tendon intrinsic components has been presumed to be a major determinant of flexor tendon healing strength after zone II tendon repair. However, our results do not support this assumption. At both time points, there were no differences in ultimate load and stiffness between the experimental groups, and there were no group × time interaction effects. Additionally, structural removal of the intrinsic healing elements did not result in meaningful qualitative histologic differences in extrinsic fibrosis, neovascularization, or collagen fiber organization. The profibrotic gene, transforming growth factor beta induced (TGFBI), was upregulated in all experimental groups compared with the normal FDL tendon. Matrix remodeling, measured by matrix metalloproteinase 7 (MMP7) activity, was also activated in all groups relative to the normal FDL tendon. However, no differences were detected between the groups. Conclusion Operative ablation of intrinsic healing elements, including the flexor vincular system and resident tenocytes, did not worsen early ROM, adhesion formation, or mechanical properties after zone II flexor tendon repair in a clinically relevant large-animal model. Early healing was characterized by a robust fibrovascular response across all groups, indicating that extrinsic mechanisms predominate during the early reparative phase. Paradigms that modulate the extrinsic tendon healing mechanisms could represent a more viable approach to flexor tendon healing outcomes than focusing on bolstering the intrinsic components. Clinical Relevance Our findings suggest that early functional recovery in this model may depend more on modulation of the extrinsic fibrotic response than on preservation of intrinsic vascular or cellular elements, supporting the development of antiadhesion therapies. Additional preclinical studies are needed to identify the cellular niches that drive extrinsic fibrosis and adhesion formation, determine whether they can be selectively modulated without impairing tendon healing, and establish the translational relevance of these mechanisms across species before clinical application.