Citations

ABSTRACT Background Managing idiopathic subglottic stenosis (iSGS) during pregnancy presents distinct clinical challenges. As pregnancy is a naturally dyspneic state, the development of iSGS may exacerbate respiratory symptoms and compromise the airway—potentially impacting pregnancy and delivery decisions. This study characterizes surgical management strategies and outcomes in pregnant patients with symptomatic iSGS. Methods We conducted the largest known multi‐institutional retrospective review of pregnant patients who underwent endoscopic intervention for iSGS. Demographics, procedural details, anesthesia and medication use, and maternal and neonatal outcomes were analyzed. Results Twelve patients underwent 15 endoscopic procedures during pregnancy: 9 laser wedge excisions (8 CO 2 laser and 1 coblator) and 6 balloon dilations. Three additional procedures in different patients occurred postpartum (2–11 months after delivery). Higher‐risk pregnancies included two twin gestations, one patient with multiple surgeries during two different pregnancies, and two patients over age 35. Most interventions (87%) occurred in the second trimester. Fetal monitoring was performed preoperatively and postoperatively. Fentanyl and propofol were used in 88% and 94% of cases, respectively; rocuronium was the most common neuromuscular blocker (70%). One patient underwent balloon dilation via flexible bronchoscopy without anesthesia. Jet ventilation was used in 53% of cases, and Size C Kleinsasser laryngoscopes in 47%. Median procedure times were 75, 19, and 18 min for laser wedge excision, balloon dilation, and coblation, respectively. Most patients delivered full‐term with no surgical or postpartum complications. Conclusions Endoscopic intervention for iSGS during pregnancy appears safe and effective, even in high‐risk cases. These findings support individualized airway management and inform future practice. Level of Evidence 4.

Abstract The initial method of detection (MOD) refers to the first imaging examination, physical symptom, or clinical sign that prompts further investigation and ultimately leads to a new breast cancer diagnosis. The MOD is assigned at the patient level and falls into 1 of 3 categories: screening in asymptomatic patients, detection by patients or health care providers, or neither of the above. The MOD should be assigned prospectively by the radiologist when interpreting an examination with a final BI-RADS category of 4 or 5, before image-guided biopsy and breast cancer diagnosis. The MOD is not assigned to examinations classified as BI-RADS category 0, 1, 2, 3, or 6, nor is it assigned in the setting of an active breast cancer diagnosis. This Clinical Practice article addresses frequently asked questions and challenging clinical scenarios compiled by the American College of Radiology’s Screening and Emerging Technology Committee to guide consistent MOD assignment. For example, if a patient presents with a lump but is ultimately found to have a suspicious finding requiring biopsy in the contralateral breast, the MOD should reflect the reason for presentation, the patient-detected symptom (Pat), even if the cancer itself is asymptomatic. By increasing awareness of MOD and standardizing MOD reporting practices, radiologists can contribute to improved data collection. While MOD is not currently tracked in U.S. cancer registries, its systematic collection may offer valuable insights into screening effectiveness, technology performance, and disparities in cancer detection. Standardized MOD reporting has the potential to strengthen early detection efforts and improve outcomes across diverse clinical settings.

Objective: To determine if a Super Learner (SL) machine learning approach could improve the predictive accuracy of the American College of Surgeons Risk Calculator (ACS-RC) for postoperative complications in patients undergoing colorectal surgery. Summary of Background Data: Machine learning (ML) has shown significant potential to advance medical fields, including surgical risk prediction. Current tools, like the ACS-RC which uses logistic regression and extreme gradient boosting, are standard but may be enhanced by more advanced ML ensembles. Methods: This retrospective study analyzed colorectal surgery cases from the 2018-2022 ACS National Surgical Quality Improvement Program (NSQIP) database. An SL model, which combines multiple ML algorithms, was developed to predict fourteen postoperative outcomes. Its performance was compared against traditional logistic regression (LOG) and extreme gradient boosting (XGB) models. Key performance metrics included discrimination (AUROC, AUPRC) and calibration (Brier score, Hosmer-Lemeshow test). Results: The SL model demonstrated superior performance across all predicted complications when compared to both LOG and XGB. It showed superior discrimination for severe outcomes, achieving an AUROC greater than 0.94 for predicting mortality. The SL model was also more accurate in predicting infectious complications and length of stay, and its calibration metrics indicated a better overall fit and accuracy. Conclusions: The Super Learner model enhances the accuracy of postoperative risk prediction in colorectal surgery. Its superior performance suggests it is a promising tool for improving personalized patient counseling, aiding clinical decision-making, and optimizing resource allocation.

ABSTRACT Background Multimodality therapy incorporating a combination of cytoreductive surgery (CRS), intraperitoneal (IP) and systemic therapy continues to evolve for peritoneal carcinomatosis (PC) However, treatment and outcomes vary depending on tumor of origin. Aims To develop Appropriate Use Criteria (AUC) guidelines to facilitate treatment decision‐making for patients with PC based on available evidence. Materials and Methods The American Radium Society (ARS) multidisciplinary expert panel performed a comprehensive systematic review. Preferred Reporting Items for Systematic Reviews and Meta‐analyses (PRISMA) methodology was used. These studies were used to inform the expert panel, which then rated the appropriateness of various treatments in seven representative clinical scenarios through a well‐established modified Delphi consensus methodology. Results Treatment of PC is often treated with a combination of CRS and IP ± systemic chemotherapy but specific recommendations exist for different tumor types and outcomes vary. Discussion Treatment of PC is complex and varies depending on origin of primary tumor and extent of disease. These AUC assist in patient and treatment selection for different clinical scenarios. Conclusion A summary of recommendations is outlined to guide practitioners on the management of PC from different tumor origins.

Background: Fluorescence in situ hybridization (FISH) is recommended as part of multimodality sampling in the evaluation of biliary strictures, but can be false negative in 40%–50% cases. The aim of this study was to comprehensively assess predictors of false-negative FISH in patients with biliary strictures. Methods: Patients undergoing tissue sampling for biliary strictures from October 20 to February 22 were prospectively enrolled (NCT04572711). Procedural factors such as sampling techniques, order, and utilization of combination sampling were recorded. Results of an optimized pancreatobiliary FISH panel with locus-specific probes for 1q21, 7p12, 8q24, and 9p21 were reported per guidelines. Statistical analyses were performed using BlueSky Statistics v.10.3.1, R package v8.81. Results: Of 327 patients, 93 (28.5%) were diagnosed with malignancy. A false-negative pancreatobiliary fluorescence in situ hybridization (PB-FISH) was reported in 40 (43.1%) patients. A history of primary sclerosing cholangitis was associated with lower odds of having a false-negative PB-FISH (aOR=0.38, 95% CI=0.16–0.82, p=0.02), whereas a hilar stricture was associated with a significantly higher false-negative PB-FISH in those with cholangiocarcinoma (aOR=3.2 [1.4–7.9], p=0.009). Dilation of biliary strictures prior to brushing was not associated with a lower rate of false-negative PB-FISH. Conclusions: In this prospective study, hilar strictures were more likely to have false-negative PB-FISH. Dilation of strictures did not affect PB-FISH performance. These results can help guide PB-FISH interpretation.

Abstract Background and Aims Truncating variants in the TTN gene (TTNtv) are the most common genetic cause of dilated cardiomyopathy (DCM) but also occur as incidental findings in the general population. This study investigated factors associated with the clinical manifestation of TTNtv. Methods An international multicentre retrospective observational study was performed in families with TTNtv-related DCM. Shared frailty models were used to estimate associations of variant characteristics with lifetime risk of DCM, and logistic regression to estimate odds ratios (ORs) for individual-level clinical risk factor profiles (cardiac conditions, cardiovascular comorbidities, lifestyle) and DCM. Results A total of 3158 subjects in 1043 families with TTNtv-related DCM were studied. TTNtv-positive subjects were 21-fold more likely to develop DCM [OR, 21.21; 95% confidence interval (CI), 14.80–30.39]. Disease onset was earlier in males, but was similar for TTNtv of different types and locations. The presence of clinical risk factors was associated with earlier DCM onset (OR, 3.41; 95% CI, 2.06–5.64), with a prior history of atrial fibrillation having a two-fold increased odds of DCM (OR, 2.05; 95% CI, 1.27–3.32). The prevalence of clinical risk factors increased with age; however, the strength of the DCM association was greatest for young-onset (<30 years) disease (OR, 4.75; 95% CI, 2.35–9.60). Administration of beta-adrenergic receptor or renin-angiotensin system-blocking drugs prior to overt DCM was associated with 87% reduced odds of DCM (OR, .13; 95% CI, .08–.23). Conclusions Disease onset in TTNtv-associated familial DCM is dependent on individual patient context and is potentially modifiable by risk factor management and prophylactic therapeutic intervention.

Background Glucagon‐like peptide‐1 receptor agonists (GLP‐1RAs) and sodium–glucose cotransporter‐2 inhibitors (SGLT2is) have favorable cardiovascular outcomes compared with dipeptidyl peptidase‐4 inhibitors (DPP4is) and sulfonylureas in adults with type 2 diabetes and high cardiovascular risk. How these benefits vary across lower levels of cardiovascular risk is unknown. Methods We used nationwide claims data to emulate a comparative effectiveness trial and examine the heterogeneity of treatment effects of GLP‐1RAs, SGLT2is, DPP4is, and sulfonylureas on major adverse cardiovascular events (MACEs) among adults with type 2 diabetes and moderate cardiovascular risk (annualized MACE risk 1%–5%, estimated using the annualized claims‐based MACE estimator). Results Among 386 276 included adults with type 2 diabetes, 25.2% had baseline ACME–predicted MACE risk >1% to ≤2% (lower‐risk patients) and 13.3% had ACME–predicted risk >4% to ≤5% (higher‐risk patients). By year 3 of treatment, higher‐risk patients derived greater absolute benefit than lower‐risk patients when treated with GLP‐1RAs versus sulfonylureas (absolute reduction in the estimated rate of MACE of 3.1% in higher‐risk patients and 1.6% in lower‐risk patients), SGLT2is versus sulfonylureas (absolute reduction, 3.9% in higher‐risk patients and 1.3% in lower‐risk patients), and GLP‐1RAs versus DPP4is (absolute reduction, 1.6% in higher‐risk patients and 0.5% in lower‐risk patients). The relative benefits for MACE were also greater in higher‐risk than lower‐risk patients with SGLT2is versus DPP4is (hazard ratio [HR], 0.78 [95% CI, 0.70–0.87] in higher‐risk patients; HR, 0.99 [95% CI, 0.88–1.12] in lower‐risk patients). Conversely, the relative benefits of DPP4is and GLP‐1RAs versus sulfonylureas were greater in lower‐risk patients: HR 0.76 (95% CI, 0.71–0.81) in lower‐risk and HR 0.91 (95% CI, 0.97–0.96) in higher‐risk patients for DPP4is versus sulfonylureas; HR 0.67 (95% CI, 0.58–0.78) in lower‐risk and HR 0.80 (95% CI, 0.70–0.93) in higher‐risk patients for GLP‐1RAs versus sulfonylurea. Benefits of SGLT2is and GLP‐1RAs were comparable across all risk levels. Conclusions Cardiovascular benefits of SGLT2is and GLP‐1RAs exist across all levels of moderate cardiovascular risk, reinforcing the importance of choosing glucose‐lowering therapies that can prevent MACE in all people with type 2 diabetes.