Citations

Abstract Background The purpose of this study was to develop a series of benchmarks specifically for large language model (LLM) performance in the identification of drug-drug interactions (DDIs). Methods We evaluated six LLMs using a clinician-designed dataset of 750 DDI scenarios. Tasks included: (1) a pointwise two-drug classification task (2) a pairwise three-drug discrimination task and (3) a listwise 4–6 drug selection task. Zero-shot prompting was applied and performance was assessed using precision, recall, F1 score, accuracy, and self-consistency. Results Model performance varied by task structure and interaction severity. GPT-5-Chat demonstrated the highest recall and F1 score in the pointwise task (80.7% and 80.2%), whereas DrugGPT achieved superior accuracy in the pairwise (93.7%) and listwise task (92.6%). All models had improved performance with more severe compared to less severe DDIs (accuracy 72.0-99.2% vs. 58.3-86.7%). All models tended to have higher self-consistency in the pairwise and listwise experiments compared to the pointwise experiment (68.8-93.6% vs. 31.0-74.2%). No model exhibited uniformly high reliability across all tasks. Conclusions Current LLMs show inconsistent capabilities in identifying DDIs. Performance degrades as reasoning space expands with limited stability. These findings emphasize the need for multi-format evaluation frameworks and reliability-aware assessment when considering LLMs for medication-safety applications.

Objective To evaluate the incidence and characteristics of secondary synostosis following spring-mediated cranioplasty (SMC) for nonsyndromic sagittal craniosynostosis. Design Retrospective cohort study. Setting Single tertiary pediatric hospital. Patients/Participants Ten patients with isolated sagittal craniosynostosis who underwent primary SMC between 2021 and 2023. Patients with syndromic diagnoses or prior cranial surgery were excluded. Interventions SMC was performed using 2 to 3 stainless-steel springs following sagittal strip craniectomy. Springs were typically removed 3 to 4 months postoperatively. Follow-up included review of clinical photographs, radiographs, and operative records. Main Outcome Measures Change in cephalic index (CI) from preoperative to postoperative assessment and occurrence of secondary suture fusion, particularly coronal synostosis. Results Mean age at surgery was 4 months (range, 3-6 months). Mean CI improved from 68.5 to 79 following expansion. Three patients (30%) developed left unicoronal synostosis (UCS) during the perioperative period prior to spring removal. One patient required secondary coronal suturectomy for significant frontal asymmetry, while 2 were observed without intervention. Conclusions Secondary synostosis, particularly UCS, may represent an underrecognized sequela of SMC. Altered biomechanical forces or asymmetric cranial remodeling during distraction may contribute to this finding. Larger, multicenter studies with longitudinal imaging are warranted to determine incidence, risk factors, and preventive strategies.

Abstract Mitigating impact injuries is crucial in race car driving, requiring adherence to stringent safety standards. Helmets and head-neck support devices are essential for reducing the risk of concussions and serious injuries. The sport's high-risk nature demands a deep understanding of injury types, with attention to common areas such as the spine, shoulders, and knees. Continuous safety innovation focused on factors like posture, race duration, and physiologic response is imperative. Safety advancements have significantly reduced fatalities, with comprehensive protocols and specialized equipment ensuring rapid crash response. Medical and safety measures, including roll bars, harness systems, and heat-resistant clothing, protect drivers, while tailored regulations for different race car categories ensure specific safety needs are met. Overall, the intricate focus on safety balances the thrill of racing with driver well-being.

BACKGROUND: Metachronous cancer risk varies by mismatch repair mutation in patients with hereditary nonpolyposis colorectal cancer. Total colectomy offers decreased risk of metachronous colorectal cancers but decreased quality of life compared with segmental colectomy. OBJECTIVE: Compare segmental versus total colectomy for colon cancer via a mutation-specific Markov decision model. DESIGN: Simulated survival and colorectal metachronous occurrence among patients with MLH1, MSH2 , or MSH6 mutations undergoing either segmental or total colectomy. SETTINGS: National databases, literature review. PATIENTS: Simulated patients with hereditary nonpolyposis colorectal cancer. MAIN OUTCOME MEASURES: Overall survival, quality-adjusted life years based on procedure-specific utility states (segmental colectomy 0.99, total colectomy 0.95). RESULTS: Among patients aged 25 years, total colectomy offered less than 1 year of increased mean survival compared with segmental resection across all mutations ( MLH1: 0.8 years, MSH2: 0.9, MSH6: 0.3). This difference in survival decreased with increasing age. Segmental resection offered a small increase in quality-adjusted life years compared with total colectomy across all ages. This difference was highest for MSH6 (0.9 years vs MLH1 : 0.6 and MSH2 : 0.4 at age 25), particularly at younger ages of diagnosis. In a sensitivity analysis, lower total colectomy utility states resulted in greater increases in quality-adjusted life years with segmental colectomy across all mutations. LIMITATIONS: Metachronous cancer risk data do not distinguish between colon and rectal cancers and is extrapolated beyond age 70 years. CONCLUSIONS: Segmental and total colectomy offer similar survival and quality-adjusted life year outcomes. With decreased risk of metachronous cancers, patients with MSH6 mutations across all ages may prefer segmental resection owing to higher quality-adjusted life years and lower survival benefits from total colectomy compared with MLH1 and MSH2 patients. Operative strategy in patients with hereditary nonpolyposis colorectal cancer should be individualized, and this study shows that mutation-specific differences in survival and quality-adjusted life years are small. See Video Abstract . MODELO DE DECISIÓN ESPECÍFICO PARA LA MUTACIÓN EN LA COLECTOMÍA ABDOMINAL SEGMENTARIA FRENTE A LA COLECTOMÍA ABDOMINAL TOTAL EN EL CÁNCER COLORRECTAL HEREDITARIO NO POLIPOSO ANTECEDENTES: El riesgo de cáncer metacrónico varía según la mutación de reparación de desajustes en pacientes con cáncer colorrectal hereditario no poliposo. La colectomía total ofrece un menor riesgo de cánceres colorrectales metacrónicos, pero una menor calidad de vida en comparación con la colectomía segmentaria. OBJETIVO: Comparar la colectomía segmentaria con la colectomía total para el cáncer de colon mediante un modelo de decisión de Markov específico para mutaciones. DISEÑO: Simulación de la supervivencia y la aparición metacrónica de cáncer colorrectal en pacientes con mutaciones MLH1, MSH2 o MSH6 sometidos a colectomía segmentaria o total. ENTORNO: Bases de datos nacionales, revisión de la literatura. PACIENTES: Pacientes simulados con cáncer colorrectal hereditario no poliposo. PRINCIPALES MEDIDAS DE RESULTADO: Supervivencia global, años de vida ajustados por calidad basados en estados de utilidad específicos del procedimiento (colectomía segmentaria 0,99, colectomía total 0,95). RESULTADOS: Entre los pacientes de 25 años, la colectomía total ofreció menos de un año de aumento de la supervivencia media en comparación con la resección segmentaria en todas las mutaciones ( MLH1: 0,8 años, MSH2: 0,9, MSH6: 0,3). Esta diferencia en la supervivencia disminuyó con el aumento de la edad. La resección segmentaria ofreció un pequeño aumento en los años de vida ajustados por calidad en comparación con la colectomía total en todas las edades. Esta diferencia fue mayor para MSH6 (0,9 años frente a MLH1 : 0,6 y MSH2 : 0,4 a los 25 años), especialmente en las edades más jóvenes de diagnóstico. En un análisis de sensibilidad, los estados de utilidad más bajos de la colectomía total dieron lugar a mayores aumentos en los años de vida ajustados por calidad con la colectomía segmentaria en todas las mutaciones. LIMITACIONES: Los datos sobre el riesgo de cáncer metacrónico no distinguen entre cánceres de colon y recto y se extrapolan más allá de los 70 años. CONCLUSIONES: La colectomía segmentaria y la colectomía total ofrecen resultados similares en cuanto a la supervivencia y los años de vida ajustados por calidad. Con la disminución del riesgo de cánceres metacrónicos, los pacientes con mutaciones MSH6 de todas las edades pueden preferir la resección segmentaria debido a los mayores años de vida ajustados por calidad y los menores beneficios de supervivencia de la colectomía total en comparación con los pacientes MLH1 y MSH2 . La estrategia quirúrgica en pacientes con cáncer colorrectal hereditario no poliposo debe individualizarse, y este estudio muestra que las diferencias específicas de la mutación en la supervivencia y los años de vida ajustados por calidad son pequeñas. ( AI-generated translation )

BACKGROUND: End colostomy reversal with colorectal anastomosis (Hartmann’s reversal) is a technically challenging procedure associated with significant morbidity due to adhesions and distorted anatomy after the index surgery. OBJECTIVE: To compare perioperative outcomes of open, laparoscopic, and robotic approaches for Hartmann’s reversal. DESIGN: Retrospective analysis of prospectively maintained data. SETTINGS: High-volume tertiary referral center with specialized colorectal surgery expertise. PATIENTS: A total of 218 patients who underwent Hartmann’s reversal between May 2018 and April 2023. MAIN OUTCOME MEASURES: Primary outcomes included hospital length of stay and rate of conversion. Secondary outcomes included overall complication rates and time to return of bowel function. RESULTS: Of 218 patients, 139 (63.8%) underwent open surgery, 48 (22.0%) underwent laparoscopic surgery, and 31 (14.2%) underwent robotic surgery. Robotic surgery had the lowest estimated blood loss (median 77.5 vs 100 mL laparoscopic and 150 mL open, p < 0.0001). Conversion to open surgery occurred in 16.1% of robotic cases compared with 35.4% of laparoscopic cases ( p = 0.0618). Minimally invasive approaches were associated with shorter hospital length of stay (median 3.0 vs 4.0 days, p < 0.0001) and faster return of bowel function (median 2.0 vs 3.0 days, p = 0.0095) compared to open surgery. Overall 30-day morbidity was 23.4%, with no significant difference among approaches ( p = 0.30). The temporal trend showed increasing adoption of robotic techniques, from 0% in 2018 to 53.8% in 2023, and a decrease in the proportion of cases approached by open surgery, from 76.9% in 2018 to 23.1% in 2023. LIMITATIONS: Retrospective design and single-institution experience with limited follow-up duration. CONCLUSIONS: Minimally invasive approaches to Hartmann’s reversal are associated with improved short-term outcomes compared to open surgery. The robotic approach shows promise in reducing conversion rates, potentially extending the benefits of minimally invasive surgery to more patients undergoing this challenging procedure. See Video Abstract . COMPARACIÓN DE LOS ENFOQUES ABIERTO, LAPAROSCÓPICO Y ROBÓTICO PARA LA REVERSIÓN DE HARTMANN: LA EXPERIENCIA DE LA CLÍNICA MAYO ANTECEDENTES: La reversión de la colostomía terminal con anastomosis colorrectal (reversión de Hartmann) es un procedimiento técnicamente complejo asociado a una morbilidad significativa debido a las adherencias y la distorsión anatómica tras la cirugía inicial. OBJETIVO: Comparar los resultados perioperatorios de los abordajes abiertos, laparoscópicos y robóticos para la reversión de Hartmann. DISEÑO: Análisis retrospectivo de datos mantenidos prospectivamente. ENTORNO: Centro terciario de referencia de gran volumen con experiencia especializada en cirugía colorrectal. PACIENTES: Un total de 218 se sometieron a la reversión de Hartmann entre mayo de 2018 y abril de 2023. PRINCIPALES MEDIDAS DE RESULTADOS: Los resultados primarios incluyeron la duración de la estancia hospitalaria y la tasa de conversión. Los resultados secundarios incluyeron las tasas generales de complicaciones y el tiempo de recuperación de la función intestinal. RESULTADOS: De los 218 pacientes, 139 (63,8 %) se sometieron a cirugía abierta, 48 (22,0 %) a cirugía laparoscópica y 31 (14,2 %) a cirugía robótica. La cirugía robótica tuvo la menor pérdida de sangre estimada (mediana, 77,5 ml frente a 100 ml en laparoscopia y 150 ml en cirugía abierta, p < 0,0001). La conversión a cirugía abierta se produjo en el 16,1 % de los casos robóticos frente al 35,4 % de los casos laparoscópicos ( p = 0,0618). Los abordajes mínimamente invasivos se asociaron con una estancia hospitalaria más corta (mediana de 3,0 días frente a 4,0 días, p < 0,0001) y un retorno más rápido de la función intestinal (mediana de 2,0 días frente a 3,0 días, p = 0,0095) en comparación con la cirugía abierta. La morbilidad global a los 30 días fue del 23,4 %, sin diferencias significativas entre los distintos enfoques ( p = 0,30). La tendencia temporal mostró un aumento en la adopción de técnicas robóticas, del 0 % en 2018 al 53,8 % en 2023, y una disminución en la proporción de casos abordados mediante cirugía abierta, del 76,9 % en 2018 al 23,1 % en 2023. LIMITACIONES: Diseño retrospectivo y experiencia de una sola institución con una duración de seguimiento limitada. CONCLUSIONES: Los enfoques mínimamente invasivos para la reversión de Hartmann se asocian con mejores resultados a corto plazo en comparación con la cirugía abierta. El enfoque robótico es prometedor para reducir las tasas de conversión, lo que podría ampliar los beneficios de la cirugía mínimamente invasiva a más pacientes que se someten a este procedimiento tan complejo. ( AI-generated translation ).

Background: Body contouring is an increasingly common trend in aesthetic plastic surgery. In the pursuit of ideal body proportions, anterior thoracic cage deformities, especially lower rib cartilage prominence have emerged as a frequent source of dissatisfaction. To address this concern, the anterior aesthetic rib cage remodeling with osteosynthesis (ARCO) technique was developed as an innovative method to reshape the anterior rib cage. Methods: A retrospective study was conducted in Colombia on patients who underwent the ARCO procedure. Preoperative and postoperative rib cage perimeter measurements were recorded. Spirometry was performed preoperatively and during long-term follow-up to assess potential changes in respiratory volumes. Intraoperative peak pressure and pulmonary compliance values were monitored to evaluate procedural safety. Postoperative satisfaction was assessed using the BODY-Q questionnaire, and all complications were documented. Results: A total of 34 patients were included, with a mean age of 34 years. A significant reduction in the inferior rib cage perimeter at the level of the eighth rib was observed (Mann-Whitney U =190, P < 0.001), with a mean decrease of 2 cm. Intraoperative peak inspiratory pressure and pulmonary compliance remained stable across all procedural stages. Spirometric analyses revealed no restrictive changes in respiratory volumes. Conclusions: The ARCO technique offers an effective approach for reducing chest circumference and enhancing the aesthetic contour of the anterior rib margin while achieving high patient satisfaction. It involves a controlled greenstick fracture followed by osteosynthesis to create a stable and natural rib curvature, reducing the risk of malunion and eliminating the need for postoperative corsets.

Abstract Pancreatic ductal adenocarcinoma (PDAC), the most common subtype of pancreatic cancer, is a deadly disease with a complex tumor microenvironment (TME). How chemotherapy alters the TME, and whether these changes drive chemoresistance, is poorly understood. We examined matched pre- and post-treatment tissue specimens and found near-universal enrichment of axonal guidance genes in cancer-associated fibroblasts (CAFs) after treatment. These CAFs were enriched near sites of perineural invasion, coinciding with regions of increased tumor cell proliferation, and were enriched in tumor areas distant from nerves after chemotherapy. Metastatic recurrence lesions had the highest prevalence of these CAFs versus primary tumors and untreated metastasis. These CAFs showed elevated non-canonical Wnt mediators and axonal guidance genes, which complemented matching cognate binding partners in tumor epithelial cells, suggesting a role in tumor-stroma crosstalk. Our findings implicate fibroblast-derived axonal-guidance genes in promoting PDAC invasion and point to a promising target for this disease. Statement of Significance Therapeutic resistance remains a major challenge in pancreatic cancer. Our findings shed light on the changes in the complex tumor microenvironment in response to chemotherapy and identify fibroblasts high in axonal-guidance genes that may drive tumor progression and chemoresistance, thus uncovering a potential avenue for targeting pancreatic cancer.