Neurotoxicity from long-term exposure to 6-PPDQ: Recent advances.

The recent acceleration of industrialization and urbanization has brought significant attention to N-(1,3-Dimethylbutyl)-N'-phenyl-p-phenylenediamine quinone (6-PPDQ), an emerging environmental pollutant from tire wear, due to its long-term effects on the environment and organisms. Recent studies suggest that 6-PPDQ can disrupt neurotransmitter synthesis and release, impact receptor function, and alter signaling pathways, potentially causing oxidative stress, inflammation, and apoptosis. This review investigates the potential neurotoxic effects of prolonged 6-PPDQ exposure, the mechanisms underlying its cytotoxicity, and the associated health risks. We emphasize the need for future research, including precise exposure assessments, identification of individual differences, and development of risk assessments and intervention strategies. This article provides a comprehensive overview of 6-PPDQ's behavior, impact, and neurotoxicity in the environment, highlighting key areas and challenges for future research.

Explainable machine learning model for predicting paratracheal lymph node metastasis in cN0 papillary thyroid cancer.

Prophylactic dissection of paratracheal lymph nodes in clinically lymph node-negative (cN0) papillary thyroid carcinoma (PTC) remains controversial. This study aims to integrate preoperative and intraoperative variables to compare traditional nomograms and machine learning (ML) models, developing and validating an interpretable predictive model for paratracheal lymph node metastasis (PLNM) in cN0 PTC patients. We retrospectively selected 3213 PTC patients treated at the First Affiliated Hospital of Chongqing Medical University from 2016 to 2020. They were randomly divided into the training and test datasets with a 7:3 ratio. The 533 PTC patients treated at the Guangyuan Central Hospital from 2019 to 2022 were used as an external test sets. We developed and validated nine ML models using 10-fold cross-validation and grid search for hyperparameter tuning. The predictive performance was evaluated using ROC curves, decision curve analysis (DCA), calibration curves, and precision-recall curves. The best model was compared to a traditional logistic regression-based nomogram. The XGBoost model achieved AUC values of 0.935, 0.857, and 0.775 in the training, validation, and test sets, respectively, significantly outperforming the traditional nomogram model with AUCs of 0.85, 0.844, and 0.769, respectively. SHapley Additive exPlanations (SHAP)-based visualization identified the top 10 predictive features of the XGBoost model, and a web-based calculator was created based on these features. ML is a reliable tool for predicting PLNM in cN0 PTC patients. The SHAP method provides valuable insights into the XGBoost model, and the resultant web-based calculator is a clinically useful tool to assist in the surgical planning for paratracheal lymph node dissection.

A bibliometric analysis of indocyanine green (ICG) in hepatobiliary surgery from 2008 to 2021.

Hundreds of scientific documents have reported on the application of indocyanine green (ICG) in hepatobiliary surgery in the past 13 years, but few bibliometric studies have been conducted. This study aimed to identify the situations of authors, countries/regions, institutions, journals, and hot topics in this field. The overall status and prospects of the current research in this field can be elucidated by bibliometric analysis. Publications from 2008 to 2021 were retrieved from the Web of Science (WoS) Core Collection. The search terms included "liver," "hepatic," "gallbladder," "bile duct," "surgery," "hepatectomy," "ICG," "indocyanine green," and related synonyms. The full records of the search results were exported in text, and the cooperation network and hot topics were evaluated and visualized using CiteSpace software. The number of publications increased between 2008 and 2021. A total of 1527 publications were included in the results, and the frequency of citations was 30,742. The largest proportion of the publications emanated from Japan, and the majority of the papers were published by Kokudo. Tian Jie contributed the largest number of papers in China. Research was relatively concentrated among one country/region. The latest hotspots, "preservation" and "resistance", frequently occurred. Cooperation between authors, countries, and institutions needs to be strengthened for high-quality research. Recent studies have focused on hepatectomy, bile duct resection, liver transplantation, and tumors in this field. Future research may focus on other aspects, such as liver preservation and resistance.

Early versus Delayed Hepatectomy for Spontaneously Ruptured Hepatocellular Carcinoma: A Systematic Review and Meta-Analysis.

OBJECTIVE: Here, we aimed to compare early hepatectomy (EH) with delayed hepatectomy (DH) as a treatment for spontaneously ruptured hepatocellular carcinoma (HCC). METHODS: Several databases were systematically searched for eligible studies that compared DH with EH for spontaneously ruptured HCC treatment. Studies that met the inclusion criteria were reviewed systematically, and the reported data were aggregated statistically, using the RevMan v5.3 software. RESULTS: Seven studies were included, with a total of 385 patients, comprising of 224 EH cases and 161 DH cases. Compared with the EH group, incidence of intraoperative bleeding [mean difference (MD), 353.93; 95% CI, 230.04-447.83; P < 0.00001], volume of intraoperative blood transfusion (MD, 420.61; 95% CI, 354.40-486.81, P < 0.00001), and 30-day mortality rate (OR, 14.94; 95% CI, 1.76-126.66; P = 0.01) were significantly lower in the DH group. Furthermore, the 1-, 2-, and 3-year survival rates were significantly higher in the DH group [1-year：hazard ratio (HR), 1.76; 95% CI, 1.06-2.94; P = 0.03; 2-year：HR, 1.52; 95% CI, 1.02-2.25; P = 0.04; 3-year: HR, 1.53; 95% CI, 1.06-2.21; P = 0.02]. There was no difference between the groups in the 5-year survival rate (HR, 1.40; 95% CI, 0.92-2.11; P = 0.11). CONCLUSION: For resectable spontaneously ruptured HCC, DH could reduce intraoperative bleeding, intraoperative blood transfusion volume, and 30-day mortality rate and increase the 1-, 2-, and 3-year survival rates, endowing the patients with greater short- and long-term benefits during and following the surgery.