Huang, Yuting

Obstructive sleep apnea (OSA) is a common, heterogeneous disorder managed through a multidisciplinary pathway that connects recognition, physiologic testing, treatment selection, specialty referral, insurance coverage, and longitudinal reassessment. This narrative review provides a clinically oriented, system-level overview of the adult OSA care ecosystem in the United States for an international clinical audience, with particular emphasis on the evolving role of otolaryngology. We describe the organization and complementary functions of sleep physicians, otolaryngologists, dentists, and allied health professionals. We also outline the roles of polysomnography and home sleep apnea testing, along with major therapeutic pathways including positive airway pressure, oral appliance therapy, weight management, upper-airway surgery, and neurostimulation. Otolaryngology provides an important interface between physiologic diagnosis and airway-specific treatment by integrating anatomic evaluation, sleep-state airway phenotyping, intervention selection, and post-treatment reassessment. Recent advances in neurostimulation, pharmacologic weight management, wearable and home-based monitoring, airflow analysis, and artificial intelligence are expanding opportunities for accessible and phenotype-informed care. Important challenges include underdiagnosis, treatment attrition, fragmented transitions, variable coverage, and reliance on the apnea–hypopnea index. Although health-care structures differ internationally, multidisciplinary coordination, individualized treatment selection, and longitudinal reassessment provide broadly applicable principles for developing patient-centered OSA programs.

Single-cell studies have defined immune states in inflammatory bowel disease (IBD), but how adaptive receptor histories organize circulating immunity remains unclear. We generated a single-cell transcriptomic atlas of peripheral blood from 249 participants with Crohn's disease, ulcerative colitis, or non-IBD control status, including 182 with productive TCR and BCR recovery. Expanded TCR clonotypes marked inflammatory-memory and cytotoxic states, while distinct but similar paired TCRs shared inflammatory programs across participants. BCR lineage maturation linked IgA-associated mucosal and plasma B cell programs to somatic mutation and class switching, distinguishing maturation-associated biology from clonal expansion. Helper, regulatory, and cytotoxic T-cell programs covaried with B-cell states, and inferred interactions nominated reciprocal antigen-presentation and helper pathways. Repertoire-based machine learning distinguished diagnosis, inflammation, and contemporaneous six-month treatment-response status. Together, this atlas connects receptor architecture to coordinated systemic immune remodeling, establishes a foundation for repertoire-informed patient stratification, and prioritizes candidate mechanisms of IBD pathogenesis.

Abstract Background and Aims Fibroblast–neutrophil interactions are implicated in ulcerative colitis (UC) treatment resistance, but whether fibroblasts modify neutrophil inflammatory activity remains unclear. We investigated responses to fibroblast exposure, stromal depletion, and α5β1-directed treatment. Methods We integrated human and mouse colonic single-cell RNA sequencing (scRNA-seq), spatial protein profiling (CODEX), fibroblast–neutrophil coculture, and dextran sulfate sodium (DSS) mouse colitis with fibroblast activation protein (FAP) ablation or α5β1-directed treatment. Readouts included cellular representation and protein fluorescence via flow cytometry, neutrophil extracellular trap (NET)-associated elastase activity, RNA programs and epithelial responses using scRNA-seq. Results Inflamed UC tissue contained higher fractions of inflammatory fibroblasts and oncostatin M (OSM)- and CXCR4-associated neutrophils. Inflammatory fibroblasts had higher FAP–α5β1 module scores, and proximity to FAP-high fibroblasts was associated with higher neutrophil OSM and CXCR4 fluorescence. UC fibroblasts increased neutrophil OSM, CXCR4 and myeloperoxidase (MPO) fluorescence and NET-associated elastase activity relative to control fibroblasts, while α5β1-directed treatment attenuated these responses. Both mouse FAP ablation and α5β1 blockade in DSS colitis reduced histologic inflammation and overall neutrophil frequency. Ablation broadly reduced recovered neutrophil representation, whereas blockade increased OSM-positive and PADI4-positive percentages within neutrophils despite lower MPO fluorescence within these subsets. Both interventions were associated with lower epithelial chemokine scores but distinct absorptive and mucus/secretory responses. Conclusions Fibroblast exposure modifies neutrophil inflammatory phenotype and effector-associated activity, identifying candidate therapeutic pathways in UC. Evaluating these responses alongside neutrophil representation and tissue inflammation could inform pharmacodynamic assessment of stromal-directed therapies. Graphical Abstract What You Need to Know Background and Context Fibroblast–neutrophil interactions are associated with treatment resistance in ulcerative colitis. Whether fibroblast exposure modifies neutrophil inflammatory phenotype and effector activity, beyond its established recruitment role, remains unclear. New Findings UC fibroblasts increased neutrophil inflammatory proteins and NET-associated elastase activity; α5β1-directed treatment attenuated these responses. FAP ablation and α5β1-directed treatment reduced colitis and overall neutrophil frequency. α5β1-directed treatment lowered MPO within OSM-positive and PADI4-positive neutrophils despite higher marker-positive percentages. Epithelial single-cell RNA sequencing revealed reduced chemokine programs with both interventions but distinct barrier-associated and regenerative expression patterns. Limitations Cellular drug targets remain unresolved. Spatial associations and elastase activity do not establish direct contact, NET formation, or clinical efficacy. Clinical Research Relevance Fibroblast-associated pathways offer candidate therapeutic opportunities to modify neutrophil inflammatory phenotype and effector activity in UC. Coculture responses were pharmacologically modifiable, and stromal interventions reduced experimental colitis. Measuring neutrophil frequency, subset proteins, and effector activity alongside tissue inflammation could guide pharmacodynamic assessment. Clinical efficacy and treatment-selection utility require validation. Basic Research Relevance Human coculture provides experimental evidence that fibroblast exposure modifies neutrophil inflammatory proteins and NET-associated elastase activity. FAP+ stromal ablation and α5β1-directed treatment produced distinct patterns of neutrophil representation and subset proteins in colitis. Epithelial single-cell RNA sequencing revealed reduced chemokine programs with both interventions but differing barrier-associated and regenerative expression patterns. Together, these findings motivate mechanistic studies of how stromal recruitment cues, soluble signals, and matrix-associated interactions regulate neutrophil responses, and whether these changes contribute to reduced epithelial inflammation and tissue repair. Lay Summary Fibroblasts, support cells in the intestine, increased inflammatory activity in immune cells called neutrophils. Blocking a pathway involved in cell attachment reduced these responses in cultures. Targeting fibroblast-associated pathways also reduced experimental colitis, with changes in intestinal lining gene activity related to inflammation, barrier function, and repair. These findings suggest potential approaches to treating ulcerative colitis.

Functional constipation (FC) and irritable bowel syndrome with constipation (IBS-C) are prevalent disorders of gut–brain interaction with limited effective treatments. The vagus nerve exerts considerable influence on the gastrointestinal (GI) tract, indicating that noninvasive electrical neuromodulation targeting this nerve could provide a promising therapeutic avenue for both FC and IBS-C. This review explores several emerging noninvasive neuromodulation techniques involving the vagus nerve, such as transcutaneous auricular vagal nerve stimulation, percutaneous electrical nerve field stimulation, and transcutaneous electrical acustimulation. The clinical applications of these methods in managing FC and IBS-C are evaluated. Existing evidence supports the efficacy and safety of noninvasive neuromodulation in relieving symptoms of these conditions. Future investigations should aim to refine these techniques, advance device technology, and further clarify the mechanisms of action.

Ex vivo liver perfusion (EVLP) sustains human or large animal livers outside the body under near-physiological conditions, enabling functional monitoring for lactate clearance, bile production, and oxygen consumption and allowing targeted therapeutic interventions. Originally developed to optimize donor grafts for transplantation, EVLP has evolved into a powerful translational research platform bridging preclinical discovery and early clinical translation. This review discusses EVLP as a platform for gene therapy, immunotherapy, pharmacology, and personalized medicine, with particular emphasis on gene- and immune-based interventions as mechanistically mature exemplars. We consolidate advances in pharmacological testing and toxicity modeling, viral and non-viral gene delivery, genome engineering, and immunomodulation using perfused livers. We further describe emerging applications, including autologous EVLP pathways for organ-confined therapy, ex vivo liver surgery, and bioengineering strategies such as biliary organoid repair, RNA interference, and mitochondrial transfer. We highlight how these applications align with a paradigm shift in biomedical research, including the NIH’s recent initiative to prioritize human-based experimental models over animal-only studies. By leveraging transplant-declined or surgically resected organs that would otherwise be unused, ex vivo perfusion bridges the gap between pre-clinical testing and clinical practice, enabling real-time evaluation of interventions in functional human tissue. We discuss both the scientific opportunities afforded by EVLP and the technical, biosafety, and ethical challenges that must be addressed to enable responsible clinical translation.

Background: Colorectal cancer (CRC) remains one of the common causes of cancer-related morbidity and mortality in the United States. Emerging increases in early-onset CRC and persistent disparities remain major public health concerns. Objective: To characterize long-term CRC incidence and mortality trends in the United States, with particular emphasis on identifying demographic groups experiencing rising or plateauing disease burden. Methods: We conducted a population-based ecological study using CRC incidence data from the United States Cancer Statistics database (1999–2022) and mortality data from CDC WONDER (1999–2023). Temporal trends were evaluated using Joinpoint regression to estimate annual percent change (APC) and average annual percent change (AAPC), stratified by age, sex, race/ethnicity, and urbanization level. Results: Overall CRC incidence and mortality declined during the study period (both AAPC approximately −2.08%). However, incidence increased significantly among adults younger than 55 years, particularly those aged 20–24 years. Mortality also increased among younger adults aged 25–44 years and remained elevated among individuals aged 45–54 years. Non-Hispanic Black individuals consistently experienced the highest incidence and mortality rates. Mortality declines plateaued in several older age groups after 2018–2020. Conclusions: Despite overall improvements in CRC burden, increasing incidence and mortality among younger adults and persistent disparities highlight the need for risk-stratified prevention, earlier detection strategies, and tailored therapeutic approaches.

INTRODUCTION: Colonoscopies reduce colorectal cancer incidence and mortality, but challenges remain in detecting all precancerous lesions. Operator fatigue, technique variability, and subtle lesions can lead to missed adenomas, highlighting the need for tools that standardize detection quality. Computer-aided detection (CADe) systems use artificial intelligence to enhance lesion detection and improve screening colonoscopy quality. This study evaluates the impact of CADe on key quality and efficiency metrics in a clinical setting. METHODS: A single-center retrospective study at an academic tertiary center analyzed 4,028 colonoscopies from October 2022 to December 2023. The CADe system was used in 4 of 8 endoscopy suites, creating a CADe and control group. Propensity matching accounted for age, sex, indication, and physician. Primary outcomes included adenoma detection rate (ADR) and polyp detection rate (PDR). Adenomas per colonoscopy (APC) and polyps per colonoscopy (PPC) were also measured. Per-polyp analyses were performed as a tertiary outcome. RESULTS: ADR was significantly higher in the CADe group (38.6%) vs control (34.2%) (rate ratio [RR] = 1.127, P < 0.05). PDR was significantly higher in the CADe group (67.2%) vs control (59.4%) (RR = 1.130, P < 0.05). APC was significantly higher in the CADe group (M = 0.406, SD 0.637) vs control (M = 0.359, SD 0.599) (RR = 1.131, P < 0.05). PPC was significantly higher in the CADe group (M = 1.297, SD 1.188) vs control (M = 1.046, SD 1.002) (RR = 1.240, P < 0.05). The increase in polyp resection with CADe was driven predominantly by ≤5 mm lesions, with comparatively smaller differences for larger polyps. DISCUSSION: Implementing CADe in clinical practice significantly improved ADR, PDR, APC, and PPC. However, the increase in ADR seems inflated by the detection of polyps ≤5 mm, whose clinical significance in reducing colorectal cancer remains uncertain.

ABSTRACT Objective To comprehensively evaluate the validity of ICD-10-CM codes for both prevalent diagnoses and less common diseases, and to assess the performance of a large language model (LLM)-based system in validating these codes. Materials and Methods This retrospective study analyzed hospital admissions from the Medical Information Mart for Intensive Care (MIMIC-IV) database. We developed a validated LLM-based system using GPT-4o, refined through iterative prompt engineering, to assess ICD-10-CM code validity. We measured the PPV of ICD-10-CM codes, PPV of principal and secondary diagnoses, and the performance of an LLM-based system in code validation. Results Among 865,079 assigned codes, the PPV was 84.6% (95% CI, 84.5%-84.6%). Principal diagnoses had a PPV of 93.9% (95% CI, 93.7%-94.1%), while secondary diagnoses had a PPV of 83.8% (95% CI, 83.7%-83.9%). The LLM system demonstrated high performance in validating ICD codes, achieving 93.6% accuracy, 95.4% sensitivity and 85.2% specificity. Among correctly assigned secondary diagnoses, the majority (67.9%) represented historical or baseline conditions, while 32.1% reflected active conditions that deviated from baseline status; 22.3% of these emerged after hospital admission. PPV decreases with later diagnosis positions, with the largest decline occurring between principal and secondary diagnoses. Discussion and Conclusion In this large-scale evaluation, ICD-10-CM codes exhibited generally high accuracy, though variability existed by position and condition type. A validated LLM system performed comparably to physician review and offers a scalable means to improve coding accuracy. These findings support the potential for integrating LLM-based auditing into routine workflows to strengthen the quality of administrative and research data.

Purpose of review The rising prevalence of obesity, now affecting over 40% of U.S. adults, poses critical implications for colorectal cancer screening, as obesity increases the risk of both colorectal adenomas and cancer. Despite these elevated risks, patients with obesity have lower colonoscopy screening participation and face unique barriers that compromise procedural quality. This review aims to highlight the challenges encountered during colonoscopy in obese patients and examine emerging solutions that may enhance screening effectiveness and patient outcomes. Recent findings Obesity is associated with suboptimal bowel preparation, prolonged cecal intubation times, lower adenoma detection rates, and increased sedation-related complications. These challenges stem from altered gastrointestinal physiology, body habitus, and comorbid conditions. Recent innovations in bowel preparation strategies, sedation protocols, and endoscopic technologies—such as robotic-assisted colonoscopy and artificial intelligence-enhanced visualization—have demonstrated promise in addressing these limitations. Institutional initiatives, including tailored protocols and endoscopy team training, are also contributing to improved outcomes. Summary As obesity rates climb, adapting colonoscopy practices to meet the needs of this population is essential. Incorporating evidence-based strategies and emerging technologies can help overcome procedural barriers, improve detection rates, and reduce disparities in colorectal cancer screening. Continued research and guideline refinement are needed to optimize care delivery for patients with obesity.