Abstract Backgrounds Transthoracic echocardiography (TTE) identifies a peculiar hypercontractile phenotype (HP) in patients with heart failure and preserved ejection fraction (HFpEF) with high resting left ventricular (LV) elastance (also called force). Objectives To assess the functional response and its prognosis associated with HP in HFpEF by stress echocardiography (SE). Methods In a prospective, observational, multicenter study, 1213 patients with HFpEF were divided into two groups based on the highest quartile of rest force: non-hypercontractile phenotype group (non-HP, < 5.64 mmHg/mL, Group 1, n= 910), and HP group (≥5.64 mmHg/mL, Group 2, n= 303). All patients underwent SE with at least 4 of the following stress parameters assessed: wall motion score index (WMSI), B-lines (4-site score), force-based LV contractile reserve, coronary flow velocity reserve (CFVR), and heart rate reserve (HRR). The employed stress was exercise (n=687), dobutamine (n=195), or vasodilators (n=331). SE score ranged from 0 (all steps normal) to 1-5, according to the number of abnormal steps. Follow-up was completed in a subset of 260 patients. Results The 2 groups showed similar values of peak stress WMSI but the global functional burden was higher in Group 2 patients: see table. In a subset of 260 patients who finished follow-up, there were 212 non-HP patients and 48 HP patients. During a median follow-up of 15 months (interquartile range: 10-20), 26 deaths, 20 heart failure (HF) rehospitalizations, and 64 major adverse cardiovascular events (MACEs) occurred. The cumulative HF rehospitalization rate and MACEs rate were higher in HP group (log-rank p<0.01): see figure. Rest force (HR, 1.17; 95% CI: 1.06-1.29; P: 0.040), rest SPAP (HR, 1.08; 95% CI: 1.02-1.14; P: 0.007) and ABCDE score (HR, 1.15; 95% CI: 1.01-1.66; P: 0.032) were independently associated with MACEs. Conclusions HFpEF patients with HP are functionally weaker with multiple vulnerabilities during stress and at higher risk of subsequent events compared to non-HP patients.Relation between resting values of force
Hyperactive Intestinal Peaks Observed Within Hours After Colorectal Surgery Identify Patients Who Develop Postoperative Ileus
BACKGROUND: Early recognition of postoperative ileus remains difficult. OBJECTIVE: To determine whether myoelectric activity recorded by a noninvasive, wireless patch system correlated with the onset of postoperative ileus/bowel dysfunction. DESIGN: Single-arm, prospective study. The surgeon was blinded to myoelectric bowel activity until study completion. SETTINGS: Single surgeon, tertiary referral center. PATIENTS: Consecutive adult patients undergoing abdominal colorectal surgery. INTERVENTIONS: Three wireless patches acquiring myoelectrical GI activity were placed on the abdomen after surgery and removed before hospital discharge/reoperation. All patients followed an enterprise-specific enhanced recovery protocol. MAIN OUTCOME MEASURES: Ileus (nausea, vomiting, abdominal distention requiring nasogastric tube placement) or bowel dysfunction (similar symptoms without nasogastric tube needed) detected clinically within 30 postoperative days. Daily gut activity prints (histograms of the frequencies of all peaks detected in 10-minute time windows) were created for each patient for every 4-hour period after surgery, and activity was averaged and plotted for each group. Peaks in the 8 to 12 cycles per minute range were assigned to intestinal activity, and the energy under the peaks was summed through day 1, day 2, and day 3 and compared among patients. RESULTS: Patch application on 46 enrolled cases undergoing abdominal colorectal surgery (open in 17, robotic in 11, laparoscopic in 18) was not associated with any adverse events. Hyperactive intestinal activity was significantly higher in 12 patients who developed postoperative ileus/bowel dysfunction within 16 hours postoperatively ( p = 0.041), with a more pronounced difference at 20 and 24 hours ( p = 0.016 and p = 0.013, respectively). LIMITATIONS: Data were collected blindly during standard postoperative care; therefore, the integration of technology into clinical practice remains to be tested. CONCLUSIONS: Noninvasive measurement of intestinal myoelectrical activity allowed early identification of postoperative ileus/bowel dysfunction. Future studies will assess the possible advantages deriving from the integration of this system into clinical practice. See Video Abstract . LOS PICOS INTESTINALES HIPERACTIVOS OBSERVADOS POCAS HORAS DESPUÉS DE LA CIRUGÍA COLORRECTAL IDENTIFICAN A LOS PACIENTES QUE DESARROLLAN ÍLEO POSOPERATORIO ANTECEDENTES: El reconocimiento precoz del íleo posoperatorio sigue siendo difícil. OBJETIVO: Determinar si la actividad mioeléctrica registrada por un sistema de parches inalámbricos no invasivos se correlacionaba con la aparición de íleo posoperatorio/disfunción intestinal. DISEÑO: Estudio prospectivo de un solo grupo. El cirujano desconocía la actividad mioeléctrica intestinal hasta la finalización del estudio. ENTORNO: Un solo cirujano, centro de referencia terciario. PACIENTES: Pacientes adultos consecutivos sometidos a cirugía colorrectal abdominal. INTERVENCIONES: Se colocaron tres parches inalámbricos que registraban la actividad mioeléctrica gastrointestinal en el abdomen después de la cirugía y se retiraron antes del alta hospitalaria o la reintervención. Todos los pacientes siguieron un protocolo de recuperación mejorada específico de la empresa. PRINCIPALES MEDIDAS DE RESULTADO: Íleo (náuseas, vómitos, distensión abdominal que requiere la colocación de una sonda nasogástrica) o disfunción intestinal (síntomas similares sin necesidad de sonda nasogástrica) detectados clínicamente en los 30 días posteriores a la operación. Se crearon GutPrints (histogramas de frecuencias de todos los picos detectados en intervalos de 10 minutos) de la actividad intestinal diaria para cada periodo de 4 horas tras la cirugía, se promediaron y se representaron gráficamente para cada uno de los grupos. Los picos en el rango de 8 a 12 cpm (ciclos por minuto) se asignaron a la actividad intestinal y la energía bajo los picos se sumó a lo largo del día 1, el día 2 y el día 3 y se comparó entre los pacientes. RESULTADOS: La aplicación del parche en 46 casos inscritos sometidos a cirugía colorrectal abdominal (abierta en 17, robótica en 11 y laparoscópica en 18) no se asoció con ningún evento adverso. La actividad intestinal hiperactiva fue significativamente mayor en 12 pacientes que desarrollaron íleo postoperatorio/disfunción intestinal en las 16 horas posteriores a la operación ( p = 0,041), con una diferencia más pronunciada a las 20 y 24 horas ( p = 0,016 y p = 0,013, respectivamente). LIMITACIONES: Los datos se recopilaron de forma ciega durante la atención posoperatoria estándar, por lo que aún queda por comprobar la integración de la tecnología en la práctica clínica. CONCLUSIONES: La medición no invasiva de la actividad mioeléctrica intestinal permitió la identificación temprana del íleo/disfunción intestinal posoperatoria. En futuros estudios se evaluarán las posibles ventajas derivadas de la integración de este sistema en la práctica clínica. ( AI-generated translation )
Abstract 4360611: Ensembled AI Model Can Detect Carotid Artery Intraplaque Hemorrhage from CT Angiograph
Introduction: Carotid artery intraplaque hemorrhage (IPH) is increasingly recognized as a predictive marker of cerebrovascular events. Despite widespread utilization of contrast-enhanced CT angiography (CTA) for the evaluation of carotid atherosclerosis, diagnosis of IPH on CTA is challenging, limiting risk stratification capabilities. We evaluated convolutional neural networks (CNN) for detection of histology-proven IPH in carotid CTA. Methods: The study included carotid endarterectomy patients from our center who had preoperative CTA and available plaque specimens from the Mayo Clinic Carotid Artery Atherosclerosis Trial (MCAT) Biobank. A validated segmentation model localized common and internal carotid arteries (CCA/ICA). CCA bifurcation served as landmark after a large language model, Llama3.0-70B, verified culprit plaque proximity to the bifurcation from CTA reports. A 3×3×4cm box around ipsilateral CCA bifurcation was sampled from CTA volumes and images were labeled IPH by histology study of carotid specimen (Fig 1). Given limited cases with concurrent imaging and histology, we employed a robust cross-validation strategy: 22 cases (20%) held-out for testing, with remaining data 86 cases used for 5-fold cross-validation (stratified by IPH presence). The five resulting models independently generated IPH probability scores, and ensembled predictions calculated by three methods to enhance generalizability: Majority and weighted voting based on binary IPH class and soft voting based on IPH probability scores. Results: Of 418 patients with histological analysis, 130 had CTA studies available. After excluding 22 cases lacking histological consensus, 108 cases were analyzed. In the 22 test cases the mean age was 68.1±8.5 years and 59% were male; In the cross-validation folds age ranged from 67.1±6.9 to 75.3±7.6 years 56-82% were male. Individual models' performance on the test set showed mean ROC-AUC of 0.79 (95% CI: ±0.05) and average precision of 0.85 (±0.05) (Fig 2). The ensemble approach achieved superior performance with soft voting demonstrated 82% ROC-AUC, 77% accuracy, 79% precision, 85% sensitivity, and 82% F1-score for IPH detection, outperforming majority voting and weighted voting (Fig 3). Conclusion: Automated IPH detection in widely available CTA imaging can turn it to a powerful stroke risk assessment tool, supporting personalized prevention strategies and surgical decision-making, ultimately reducing cerebrovascular morbidity and mortality.
Parameters Associated With Renal Recovery and Survival in Myeloma Patients With Acute Renal Failure to Cast Nephropathy
ABSTRACT Acute renal failure due to cast nephropathy (CAN) is a severe complication of multiple myeloma (MM). Here, we aimed to identify parameters associated with renal outcomes and survival in newly diagnosed MM patients with CAN‐related acute renal failure and to validate the IMWG criteria for renal response. CAN diagnosis was based on biopsy or clinical assessment. Of 787 registered patients, 354 met the inclusion criteria, requiring at least two therapy cycles with documented chemotherapy response, renal response, and eGFR. Baseline free light chain (FLC) levels (median 6825.65 mg/L) decreased below 500 mg/L in 67.8% of patients. According to IMWG classification, renal complete response, partial response, and minimal response were achieved in 33.9%, 19.5%, and 28.0% of patients, respectively. The best eGFR values > 60 mL/min/1.73 m 2 were observed in 33.9% of patients, while 33.3%, 22.3%, and 10.5% had best eGFR values of 30–59, 15–29, and < 15 mL/min/1.73 m 2 , respectively. Renal response correlated with baseline FLC levels, IgG kappa, eGFR, and ECOG status in multivariate analysis, as well as with myeloma response and FLC reduction in univariate analysis. Median overall survival was 77.6 months. Survival correlated with age, myeloma response, ECOG status, FLC kappa type, baseline eGFR, standard‐risk cytogenetics, and calcium levels, among other factors. A comparison of IMWG renal response criteria with classification based solely on best eGFR showed similar utility. Of 136 patients requiring dialysis, 80 (58.8%) were able to discontinue dialysis during therapy. Bortezomib containing myeloma therapy, along with significant FLC reduction, was associated with favorable outcome.
#3445 Association of incident dialysis modality with patient survival: a systematic review and meta-analysis
Abstract Background and Aims Although the choice of dialysis technique is based on several factors, patient survival is undoubtedly one of the most relevant. In a context where randomization to either peritoneal dialysis (PD) or hemodialysis (HD) proved to be extremely challenging, previous meta-analyses were greatly limited due to the inclusion of historical studies. Method We performed a systematic review by searching multiple databases up to April 22nd, 2022. We included studies meeting the following criteria: adult patients (>18 years) with end-stage kidney disease on dialysis; comparison of PD versus HD; reporting mortality data via intention-to-treat analysis; initiation of dialysis after 2000; patient classification by dialysis modality at 90 days post-initiation; and ≥50 patients per group (Figs 1 and 2). The primary outcome was the association between dialysis modality (PD vs HD) and mortality assessed via hazard ratios (HR) [Fig. 3]. Subgroup analyses were conducted to explore potential sources of heterogeneity, including sex, age, diabetes, dialysis vintage, geographical location, HD access, and study cohort inclusion period [Figs 4 and 5]. Results Database search yielded 5317 citations, from which, 27 observational studies met the eligibility criteria, including 1 033 362 incident dialysis patients [Figs 1 and 2]. The pooled mortality HR for PD versus HD was 1.01 (95% CI 0.93–1.10 [Fig. 3]). Heterogeneity was substantial (I2 = 94%) and was largely explained by different baseline features of the included populations. A statistically significant subgroup effect was demonstrated for age (>65 vs.<65 years; P = 0.01), geographical location of the studies (Oceania vs. Europe vs. Asia vs. North America; P < 0.01), and HD vascular access (central venous catheter vs. arteriovenous fistula; P < 0.01, only one study included) [Figs 4 and 5]. Conclusion This meta-analysis suggests that overall PD and incentre HD likely carry equivalent survival benefits. However, differences were detected among subgroups based on age, geographic location, HD access type, but not on sex, diabetes status, dialysis vintage and study cohort inclusion period.
A practical guide to the updated seizure classification 2025
Abstract This paper provides a practical guide to applying the updated seizure classification in clinical settings. The updated classification, published by the International League Against Epilepsy in 2025, builds on the operational classification introduced in 2017. It aims to enhance clarity, clinical relevance, and consistency in seizure terminology across various healthcare settings. The classification system distinguishes between four main seizure classes: focal, generalized, unknown whether focal or generalized, and unclassified. The basic version allows for application even in resource‐limited or primary care environments, while the expanded version offers detailed semiological descriptors and supports advanced diagnostic and surgical decision‐making. Consciousness, defined through awareness (recall) and responsiveness, is now considered a classifier. The paper also highlights the importance of distinguishing observable from non‐observable features and integrates semiology into the expanded classification with attention to temporal sequence and somatotopic detail. Generalized seizures are categorized into seizure types having a direct impact on syndrome diagnosis and treatment decisions. Epileptic spasms are given special attention because of their unique presentation and the urgency of early intervention, particularly in infants. To support clinical implementation, this paper includes a comprehensive table of semiological descriptors, definitions of generalized seizure types, and a series of real‐world case vignettes illustrating the application of the updated seizure classification. Supplementary figures and videos further support the educational aims of the paper. This practical guide is intended for healthcare professionals managing patients with epilepsy, providing a clear, structured approach to seizure classification that is adaptable to varying levels of clinical expertise and diagnostic resources.
21: Characteristics of Survivors of High-Risk Pulmonary Embolism Receiving Veno-Arterial Extracorporeal Membrane Oxygenation: A Meta-Analysis
Supporting cancer research on real-world data: extracting colorectal cancer status and explicitly written TNM stages from free-text imaging and histopathology reports
Objectives The ‘tumour, node, metastasis’ (TNM) classification of colorectal cancer (CRC) predicts prognosis and so is vital to consider in analyses of patterns and outcomes of care when using electronic health records. Unfortunately, it is often only available in free-text reports. This study aimed to develop regex-based text-processing algorithms that identify the reports describing CRC and extract the TNM staging at a low computational cost. Methods The CRC and TNM extraction algorithms were iteratively developed using 58 634 imaging and pathology reports of patients with CRC from the Oxford University Hospitals (OUH) and Royal Marsden (RMH) NHS Foundation Trusts (FT), with additional input from Imperial College Healthcare and Christie NHS FTs. The algorithms were evaluated on a stratified random sample of 400 OUH development data reports and 400 newer ‘unseen’ OUH reports. The reports were annotated with the help of two clinicians. Results The CRC algorithm achieved at least 93.0% positive predictive value (PPV), 72.1% sensitivity, 64.0% negative predictive value (NPV) and 90.1% specificity for primary CRC on pathology reports. On imaging reports, it demonstrated at least 78.0% PPV, 91.8% sensitivity, 93.0% NPV and 80.9% specificity. For the main T/N/M categories, the TNM algorithm achieved PPVs of at least 93.9% (T), 97.7% (N) and 97.2% (M), and sensitivities of 63.6% (T), 89.6% (N) and 64.8% (M). NPVs were at least 45.0% (T), 91.1% (N), 88.4% (M), and specificities 95.7% (T), 98.1% (N), 99.3% (M). Reductions in performance were mostly due to implicit staging. For extracting explicit TNM stages, current or historical, the algorithm made no errors on 400 pathology reports and six errors on 400 imaging reports. Conclusion The TNM algorithm accurately extracts explicit TNM staging, but other methods are needed for retrieving implicit stages. The CRC algorithm is accurate on non-supplementary reports, but outputs need additional review if higher precision is required.
Factors associated with early neurological deterioration in minor distal medium vessel acute ischemic stroke: A multinational multicenter study
Background: Patients with acute ischemic stroke secondary to distal and medium vessel occlusion (AIS-DMVO) and minor strokes present a challenge in determining the most appropriate emergent treatment. Factors leading to early neurological deterioration (END) in this patient population are understudied, but END is known to result in poor functional outcomes. Therefore, we aimed to investigate the factors contributing to END in minor AIS-DMVO cases. Methods: We included patients with AIS-DMVO and minor strokes from 37 sites across North America, Asia, and Europe. Minor stroke was defined as a baseline National Institutes of Health Stroke Scale (NIHSS) score of ⩽5. The primary outcome measure, END, was defined as a shift of ⩾4 points in the NIHSS score at day one after treatment compared to baseline. Univariable and multivariable logistic regression analyses were performed to identify factors associated with END. Results: Among 559 consecutive patients with DMVO and minor strokes, END was reported in 68 patients. In multivariable analysis, mechanical thrombectomy (MT) was independently associated with higher odds of END (adjusted odds ratio [aOR] 2.37, 95% CI 1.12–5.02, p = 0.02), while intravenous thrombolysis (IVT) was associated with lower odds of END (aOR 0.46, 95% CI 0.26–0.81, p = 0.008). However, the association between MT and END was no longer statistically significant in the IPTW-adjusted analysis (OR 1.65, 95% CI 0.69–3.98, p = 0.26). Hypertension and antiplatelet use at baseline were also independently associated with END. Among MT-treated patients, successful and excellent recanalization and first-pass effect were protective against END. Conclusion: MT was associated with END in patients with minor AIS-DMVO, although this association was not significant after IPTW adjustment. IVT was independently associated with reduced risk of END. These findings support careful patient selection and further study in randomized trials.