Citations

Objectives To compare patients’ perception of their degree of subglottic stenosis to their endoscopic exam findings, Clinical Dyspnea Questionnaire, and peak flow results. Study Design Prospective Multi-Institutional. Setting Tertiary Care Clinic. Methods A study of 50 patients comparing patients’ perception of their degree of subglottic stenosis to their endoscopic exam findings. All patients filled out a Clinical Dyspnea Questionnaire and a 10-point scale reflecting their perceived degree of stenosis in 10% intervals. Surgeons filled out the same scale based on measurements from the patients’ exam. Accuracy was defined as +/-1 on a 10-point scale. Pulmonary function testing, number of dilation procedures undergone, cause of stenosis, and demographic information were collected. Results Data complete for 49/50 patients. 48 (98%) were female, 47 (97.9%) Caucasian, 44 (89.8%) had idiopathic subglottic stenosis, and 28 (58.3%) had Grade I subglottic stenosis on the Cotton-Meyer scale. Spearman correlation coefficient was 0.67 indicating moderate correlation overall but 0.88, or high correlation, for those with normal Body Mass Index. Increased Dyspnea Index scores and higher Body Mass Index were correlated with decreased accuracy. Number of previous procedures was not correlated with accuracy. Higher Body Mass Index was correlated with increased dyspnea and lower peak flow volume. Conclusion Patients with normal Body Mass Index have strong predictive accuracy regarding their degree of subglottic stenosis. Better dyspnea scores were correlated with improved accuracy. There is no standard consensus on subglottic stenosis patient follow up. Prior studies have looked at using peak flow meters and validated questionnaires to monitor symptoms.

OBJECTIVE The aim of this study was to evaluate freedom from tumor progression and clinical outcomes in older adults with small- to medium-sized vestibular schwannoma (VS) managed by observation versus stereotactic radiosurgery (SRS) to better inform optimal management in this patient population. METHODS In this international multicenter study, patients aged ≥ 60 years with Koos grade I or II VS managed by observation or SRS were retrospectively reviewed. Propensity score matching was conducted using patient characteristics, tumor size, and hearing assessments. Outcome measures of freedom from tumor progression, serviceable hearing preservation (SHP), and neurological function (tinnitus, vestibulopathy, House-Brackmann grade, and trigeminal nerve function) were assessed for both groups. RESULTS The observation and SRS groups each comprised 51 matched patients (median age 68 years for both). Ipsilateral serviceable hearing was observed at presentation for 35 patients in each group. The median follow-up duration was 39 months in the observation group versus 27 months in the SRS group (p = 0.5). Tumor progression was significantly lower with SRS than with observation (2% vs 52.9%, p < 0.001). The rate of 5-year freedom from tumor progression was 100% in the SRS group versus 43% (95% CI 29%–64%) in the observation group. The rate of 10-year freedom from tumor progression was 90% (95% CI 73%–100%) in the SRS group versus 20% (95% CI 8.5%–49%) in the observation group. At the last follow-up, hearing loss occurred in 42.9% of the observation group and 51.4% of those who underwent SRS (p = 0.5). The 3-year SHP rate was 68% (95% CI 53%–88%) versus 65% (95% CI 49%–85%) (p = 0.8), and the 5-year SHP rate was 53% in both groups (95% CI 36%–78% in the observation group and 95% CI 35%–79% in the SRS group, p = 0.8). The composite endpoint of tumor progression and/or worsened neurological outcome, including hearing loss, tinnitus, vestibulopathy, facial nerve dysfunction (House-Brackmann grade), or trigeminal dysfunction, demonstrated a significantly lower rate in the SRS group (17.6%) compared with the observation group (66.7%) (p < 0.001). CONCLUSIONS SRS in older patients for management of Koos grade I or II VS resulted in significantly superior rates of freedom from tumor progression, comparable hearing preservation rates, and significantly higher rates of favorable overall radiographic and neurological outcomes than observation alone. Compared with observation, SRS might be the preferred management option in this patient population.

Abstract Background: Immune checkpoint inhibitors (ICIs) have improved survival in non-small-cell lung cancer (NSCLC), yet only a subset of patients benefits, and biomarkers like PD-L1 remain limited. Here, we introduce a deep learning-based pathomics framework that utilizes routine H&E-stained slides to predict therapeutic response and survival outcomes in ICI-treated metastatic NSCLC. Methods: The study included 797 ICI-treated NSCLC patients from MD Anderson, with external validation in 280 patients from Mayo Clinic, Gustave Roussy, and the Phase III ICI-naïve LUSC Lung-MAP S1400I trial receiving nivolumab with or without ipilimumab. Path-IO (Pathology-Driven Immunotherapy Optimization) comprised of four major steps: (1) pathologist-verified tissue classifier segmented WSIs into eight compartments—Background, Bronchi, Immune, Lung, Necrosis, Stroma, Tumor, and Vessel—and was validated on TCGA and CPTAC dataset; (2) a survival prediction module generating patient-level risk scores in the MD Anderson cohort and validated across external datasets; (3) integration of Path-IO risk scores with radiomics and clinical features to improve prognostic accuracy; and (4) biological interpretability analyses correlating Path-IO risk immune contexture from multiplex immunofluorescence and transcriptomic signatures from NanoString profiling. Results: Path-IO effectively stratified patients into high and low-risk groups with significant survival differences. In the MD Anderson cohort, it achieved HR = 2.11 (p &lt; 0.001) and HR = 2.51 (p &lt; 0.001) for OS in the discovery and validation sets, and HR = 2.34 (p &lt; 0.001) and HR = 1.87 (p &lt; 0.001) for PFS, respectively. In the multicenter Phase III Lung-MAP S1400I trial, Path-IO achieved HR = 1.78 (p = 0.016) for OS and HR = 2.76 (p = 0.006) for PFS. In external validation, it predicted outcomes in the Gustave Roussy (OS = 1.97, p = 0.003; PFS = 1.51, p = 0.046) and Mayo Clinic (OS = 2.46, p = 0.007; PFS = 2.45, p = 0.027) cohorts. Path-IO outperformed PD-L1 and remained an independent predictor in multivariate analysis (p &lt; 0.001). It enabled data-driven frontline selection between anti-PD-1 monotherapy and chemo-immunotherapy, offering guidance toward more personalized treatment decisions. Integration with radiomics and clinical features further improved predictive accuracy (OS 0.63→0.75; PFS C-index 0.58→0.70), while high Path-IO risk scores correlated with immune-cold phenotypes identified by multiplex immunofluorescence and NanoString transcriptomics. Conclusions: Path-IO demonstrates that deep learning models rooted in histopathologic architecture can generate interpretable and biologically informed survival predictions in NSCLC treated with ICIs. By integrating pathology, radiology, and clinical data, Path-IO provides complementary predictive value beyond established biomarkers such as PD-L1. Citation Format: Rukhmini Bandyopadhyay, Linghzi Hong, Mihaela Aldea, Shenduo Li, Lodovica Zullo, Frank R. Rojas, Maliazurina B. Saad, Maricel C. Marin, Muhammad Waqas, Jiexin Zhang, Eman Showkatian, Claudio A. Arrechedera, Xiaoyu Han, Yuliya Kitsel, Sherif Ismail, Muhammad Aminu, Bo Zhu, Carol C. Wu, Brett W. Carter, Joe Y Chang, Zhongxing Liao, Maria R. Ghigna, Davide Soldato, Hai T. Tran, Xiuning Le, Tina Cascone, Bingnan Zhang, Haniel A. Araujo, Mehmet Altan, Simon Heeke, David Jaffray, Don L. Gibbons, Ara Vaporciyan, J Jack Lee, Neda Kalhor, Cara Haymaker, Ignacio Wistuba, John V. Heymach, Yanyan Lou, Natalie Vokes, Luisa M. Solis Soto, Jianjun Zhang, Jia Wu. Path-IO: A deep learning pathomics framework for personalized immunotherapy selection and outcome prediction in metastatic non-small cell lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 4003.

ABSTRACT Objectives The increasing volume of medical education research necessitates efficient, reliable, and scalable methods for conducting quality appraisals. The Medical Education Research Study Quality Instrument (MERSQI) is a widely used tool, although its manual scoring process remains resource‐intensive. This study evaluated how well large language models (LLMs) appraise medical education research using the MERSQI tool in comparison with human judges. Methods Three LLMs (GPT‐5, Claude Sonnet 4, and Gemini 2.5 Pro) assigned MERSQI domain scores to 1423 medical education research articles. The authors compared AI‐generated scores with human‐generated scores using intraclass correlation coefficients (ICCs) across the six MERSQI domains. They evaluated the agreement between AI‐ and human‐generated MERSQI composite scores using Bland–Altman plots. Results Domain‐level ICC values ranged from fair (0.24) to near perfect (0.81), with the lowest agreement observed in the ‘sampling,’ ‘validity evidence,’ and ‘data analysis’ domains. No single LLM consistently outperformed the others across all domains. Composite score agreement with human ratings was substantial and similar across LLMs (ICC range: 0.65–0.69). GPT‐5 produced slightly lower composite scores than humans, while Claude Sonnet 4 and Gemini 2.5 Pro produced higher scores, with Gemini showing the largest deviation. The Bland–Altman plots for Gemini 2.5 Pro suggested proportional bias, indicating its agreement with human scores varied across the range of study quality. Conclusions These LLMs demonstrated substantial agreement with human raters for MERSQI composite scores, but domain‐level agreement varied. Systematic differences in scoring patterns highlight the need for human oversight and additional calibrations before integrating LLMs into systematic review appraisal workflows.

Abstract M.D.-Ph.D. programs in the United States have traditionally followed a “2- n -2” curricular model, with the graduate phase occurring between the pre-clerkship and clerkship portions of medical training. While well established, this format can limit trainee autonomy in shaping their physician-scientist training trajectories. In response, some programs have introduced a “3- n -1” model, allowing students to complete clerkships before beginning Ph.D. training. Our institution implemented multiple flexible curricula in 2017. Understanding why trainees choose one pathway is important as programs consider implementing more adaptable training structures. To investigate these factors, we surveyed M.D.-Ph.D. students at our institution, which offers multiple flexible curricular alternatives, about contributions to their curricular decisions. Responses supported that trainees weigh considerations across medical education, scientific development, and integrated physician-scientist training domains. Although the traditional pathway was a popular option, most students pursued one of the flexible pathways. Our findings suggest that introducing flexibility in the timing of undergraduate medical education and graduate training can support diverse educational, logistical, and personal priorities while maintaining the rigor of physician-scientist training. Offering multiple pathways empowers trainees to design trajectories that best fit their needs. Continued longitudinal studies are needed to assess the long-term impacts of flexible curricula on physician-scientist career outcomes.

BACKGROUND AND OBJECTIVES: Craniopharyngiomas are complex intracranial tumors that pose significant challenges in surgical management. We aimed to develop risk-stratified surgical outcome benchmarks for adult patients undergoing endoscopic craniopharyngioma resection by using the Registry of Adenomas of the Pituitary and Related Disorders database to facilitate comparisons across institutions and guide clinical decision-making. METHODS: A retrospective cohort of adult patients (18 years and older) with craniopharyngioma undergoing a first-time endoscopic transnasal surgery across 14 academic centers in the United States was analyzed using data collected from 2011 to 2024. Patients were stratified into low-risk and high-risk cohorts based on criteria including age, body mass index, selected tumor characteristics (size, infundibular relationship, intraventricular extension), and previous radiation. Surgical outcomes were analyzed, and benchmarking ranges were defined using the established methodology. RESULTS: The overall cohort included 318 patients with a mean age of 50 years. Upon benchmarking analysis (50th-75th percentile performance), low-risk patients (n = 136) had a median length of stay of 4.0 to 6.0 days, 90-day readmission rates of 15.5% to 22.2%, skilled nursing facility discharge rates of <1.0%, postoperative cerebrospinal fluid leak incidence of <1.0% to 14.3%, gross total resection rates of 50.0% to 60.8%, new postoperative arginine vasopressin deficiency rates of 33.3% to 50.0%, and tumor progression/recurrence rates of <1.0% to 18.3% over a median follow-up period of 27.0 (IQR 10.5-56.5) months. Benchmarking ranges were proposed for each outcome to facilitate cross-institutional comparisons. CONCLUSION: Establishing surgical outcome benchmarks for adult patients undergoing craniopharyngioma resection using data from the Registry of Adenomas of the Pituitary and Related Disorders provides a framework for assessing surgical performance and guiding clinical decision-making. Benchmark ranges can inform institutional quality improvement efforts, perioperative risk stratification, and patient counseling regarding expected postoperative outcomes.

Introduction The WHO/UNICEF Nurturing Care Framework (NCF) features five domains necessary for child development—physical/mental health, responsive caregiving, adequate nutrition, security and safety and opportunities for early learning. We explored caregiver perspectives on the NCF in two African settings. Methods Between November 2023 and July 2024, 14 focus group discussions (FGDs) were conducted with caregivers living with and without HIV; eight with mothers in Gaborone, Botswana, and six with mothers and fathers in Nairobi, Kenya. FGDs were stratified by country, sex, HIV status and partnership status. Semi-structured interviews with interactive activities elicited caregiver perspectives on the NCF to identify the most ‘important’, ‘easiest’ and ‘challenging’ domains to fulfil. Thematic analyses identified key themes and compared perspectives. Results Our qualitative study included 101 caregivers, 55 from Kenya (30 mothers, 25 fathers) and 46 mothers from Botswana. Overall, caregivers identified physical/mental health as the ‘most important’ domain to fulfil for children and caregivers, noting how closely tied they were (“ If you have pain, that pain affects your child” ). The ‘most challenging’ domain was adequate nutrition in Botswana and security and safety in Kenya. The ‘easiest’ domains were responsive caregiving in Botswana and opportunities for early learning in Kenya. Kenyan caregivers noted that spiritual nourishment was also critical for well-being but missing from the NCF. Caregivers emphasised the importance of receiving social support with childcare. Caregivers living with HIV expressed similar views compared with caregivers without HIV, but mentioned that social isolation, stigma and treatment disruption impact their ability to provide adequate nurturing care. Conclusions Caregivers face unique parenting challenges depending on cultural environment. HIV disrupts caregivers’ health, which has important implications for raising children within families affected by HIV. Interventions that support caregivers’ abilities to fulfil all NCF domains and address challenges are essential to ensure children reach their developmental potential.

Our group has recently reported how acute binge alcohol consumption increases heart rate (HR) and aortic pulsatile load (HR x aortic pulse pressure) in the evening following simulated drinking and the subsequent morning after. However, the influence of acute binge alcohol on the subendocardial viability ratio (SEVR), an estimate of myocardial oxygen supply and demand, has not been reported. We hypothesized that acute binge alcohol consumption would decrease the SEVR within 30 minutes after consumption and the morning after. Participants (n=22; 50% females; age 25±1 years; BMI 27±1 kg/m 2 ) arrived for baseline blood pressure and arterial tonometry measures at 4 pm just prior to a standardized meal. Participants were enrolled into a binge alcohol or fluid control protocol in a randomized order, with one month between visits and received the opposite condition upon laboratory return. Alcohol or fluid control doses were administered in two equal allocates at 8 and 9 pm, and participants were provided 15 min to consume during each allocate period. The blood pressure and arterial tonometry measures were repeated 30 minutes after completion of each fluid consumption, and within 15 minutes of waking the morning after fluid control or binge alcohol consumption within the polysomnographic sleep laboratory. The binge alcohol protocol consisted of a 1:3 mixture of 190 proof grain ethanol and fruit juice (i.e., orange or cranberry juice) based on body weight and sex (1g/kg men, 0.85g/kg women), while the fluid control was only fruit juice in equal volume. Reported data are mean ± standard error, and means were considered significantly different when p< 0.05. The SEVR was significantly reduced from baseline (185±8%) after the first (163±7%; p< 0.001) and second (157±8%; p< 0.001) dose of the alcohol, but unchanged after the first (p=0.890) or second dose (p=0.789) of the fluid control. In the second part of our study, SEVR was significantly lower the morning after binge alcohol than the morning after fluid control (169±7 vs. 185±7%; p=0.009). Binge alcohol consumption decreased SEVR both acutely and the morning-after drinking. These findings highlight how binge alcohol may reduce myocardial perfusion and contribute to ischemic heart disease and cardiovascular risk. This abstract was presented at the American Physiology Summit 2026 and is only available in HTML format. There is no downloadable file or PDF version. The Physiology editorial board was not involved in the peer review process.

Tongue-muscle associated behaviours (swallow, speech) are impaired in the elderly. In the Fischer 344 (F344) rat model of aging, hypoglossal MNs and intrinsic tongue muscle weakness and atrophy are evident. Here we evaluated young (6-months; n=6 rats) and old (24-months-old; n=6 rats) F344 rat longitudinal muscles for neuromuscular junction (NMJ) innervation. In 140 µm free floating sections, presynaptic components were labelled with synaptophysin and neurofilament. Postsynaptic acetylcholine receptors were labelled with α-Bungarotoxin. NMJs were imaged using confocal microscopy with presynaptic invasion of the postsynaptic endplate quantified (n=200 young NMJs, n=180 old NMJs). We found marked denervation of tongue NMJs in old age,. Our findings underpin the significant role that tongue dysfunction has in the increased risk of aspiration pneumonia and obstructive sleep apnea in the elderly. This study was supported by R56 HL166204 (MJF), R01 AG086136 (MJF) and AG44615 (GCS) from the NIH. This abstract was presented at the American Physiology Summit 2026 and is only available in HTML format. There is no downloadable file or PDF version. The Physiology editorial board was not involved in the peer review process.