Due to its irregular shape and varying contour, pancreas segmentation is a recognized challenge in medical image segmentation. Convolutional neural network (CNN) and Transformer-based networks perform well but have limitations: CNN have constrained receptive fields, and Transformer underutilize image features. This work proposes an improved pancreas segmentation method by combining CNN and Transformer. Point-wise separable convolution was introduced in a stage-wise encoder to extract more features with fewer parameters. A densely connected ensemble decoder enabled multi-scale feature fusion, addressing the structural constraints of skip connections. Consistency terms and contrastive loss were integrated into deep supervision to ensure model accuracy. Extensive experiments on the Changhai and National Institute of Health (NIH) pancreas datasets achieved the highest Dice similarity coefficient (DSC) values of 76.32% and 86.78%, with superiority in other metrics. Ablation studies validated each component's contributions to performance and parameter reduction. Results demonstrate that the proposed loss function smooths training and optimizes performance. Overall, the method outperforms other advanced methods, enhances pancreas segmentation performance, supports physician diagnosis, and provides a reliable reference for future research.
Humans ; Neural Networks, Computer ; Pancreas/diagnostic imaging* ; Image Processing, Computer-Assisted/methods* ; Algorithms ; Deep Learning

Liraglutide (Lira), a glucagon-like peptide-1 (GLP-1) receptor agonist approved for diabetes and obesity, has shown significant potential in treating metabolic dysfunction-associated steatotic liver disease (MASLD). However, its systematic molecular regulation and mechanisms remain underexplored. In this study, a mouse model of MASLD was developed using a high-fat diet (HFD), followed by Lira administration. Proteomics and glycoproteomics were analyzed using label-free liquid chromatography-tandem mass spectrometry (LC-MS/MS), while potential molecular target analysis was conducted via quantitative real-time polymerase chain reaction (qPCR) and Western blotting. Our results revealed that Lira treatment significantly reduced liver weight and serum markers, including alanine aminotransferase (ALT) and others, with glycosylation changes playing a more significant role than overall protein expression. The glycoproteome identified 255 independent glycosylation sites, emphasizing the impact of Lira on amino acid, carbohydrate metabolism, and ferroptosis. Simultaneously, proteomic analysis highlighted its effects on lipid metabolism and fibrosis pathways. 21 signature molecules, including 7 proteins and 14 N-glycosylation sites (N-glycosites), were identified as potential targets. A Lira hydrogel formulation (Lira@fibrin (Fib) Gel) was developed to extend drug dosing intervals, offering enhanced therapeutic efficacy in managing chronic metabolic diseases. Our study demonstrated the importance of glycosylation regulation in the therapeutic effects of Lira on MASLD, identifying potential molecular targets and advancing its clinical application for MASLD treatment.

OBJECTIVE: To accurately measure human energy metabolism with high temporal resolution, a respiratory gas analysis system was designed using a breath-by-breath approach. METHODS: Firstly, indirect calorimetry was employed in respiratory gas analysis to measure the respiratory flow and concentration signals in real-time. Secondly, oxygen consumption QO2 and carbon dioxide production QCO2 were calculated through respiratory characteristic alignment and respiratory signal segmentation. Finally, metabolic indexes were calculated according to the Weir formula. Furthermore, a controlled trial was formulated for validation comparisons with the MGC ULTIMA SYSTEM PFX CARDIO2. RESULTS: The results indicate that the data points of metabolic indexes measured by this system all fall within the confidence interval when compared with those of the MGC. CONCLUSION The system has high consistency with the MGC measurement results. Thus, the system can accurately measure metabolism in real-time and provide data support for clinical nutrition assessment and therapy.
Humans ; Energy Metabolism ; Breath Tests/instrumentation* ; Calorimetry, Indirect/instrumentation* ; Equipment Design

Arginine methylation is a critical post-translational modification that plays multifaceted biological functions. However, the manipulation of protein arginine methylation largely depends on genetic or pharmaceutic inhibition of the regulatory enzymes, protein arginine methyltransferases (PRMTs), or non-methylation substitution of corresponding arginine residue to lysine or alanine of protein of interest (POI), which inevitably affects other substrates, or disrupts the structure of POI. Thus, it urges an approach to specifically modulate the arginine methylation of a POI under physiological conditions. To this end, we report the discovery of a methylation tagging system (MeTAG), that enables targeted modification of protein arginine methylation. Through bridging the methyltransferase PRMT5 proximity to a POI, MeTAG facilitates the arginine methylation of POIs, including known arginine methylated proteins, androgen receptor (AR) and protein kinase B (AKT), as well as a neo-substrate E1A binding protein (p300), in a reversible and PRMT5-dependent manner. Moreover, MeTAG can regulate downstream signaling in a methylation dependent manner, leading to downregulation of PSMA mRNA level and activation of AKT. Therefore, MeTAG represents a feasible approach to modulate protein methylation and thereby perturbs protein function in biological and therapeutic contexts.

Objective:To investigate the effect of glabridin on neutrophil extracellular traps (NETs) formation and pyroptosis in rats with sepsis-induced lung injury.Methods:Twenty-four male Wistar rats were divided into three groups according to the random number table method. The sepsis group was established by cecal ligation and puncture (CLP). The Glabridin group underwent CLP and glabridin gavage (30 mg/kg)(CLP+GLA). The sham operation group underwent cecal exploration, and only the abdomen was closed after cecal turning(Sham). After 12 hours, plasma、alveolar lavage fluid and lung tissue samples were taken for detection . Then, protein content of the alveolar lavage fluid was determined; The wet/dry weight(W/D) ratio of the lung tissue was determined; The pathological changes in lung tissue were observed after hematoxylin-eosin (HE) staining. The levels of NETs marker MPO-DNA complex and related inflammatory factors IL-18 and IL-1β in plasma were detected by enzyme-linked immunosorbent assay. The changes of Caspase-1and Cleaved-caspase-1 protein in lung tissue were detected by Western blot.Results:The total protein concentration of alveolar lavage fluid was significantly higher in the sepsis group compared with the Sham group ( P<0.01), and it decreased in the glabridin group compared with the sepsis group ( P<0. 05). Significant aggravation of pulmonary edema in the sepsis group, and the glabridin group reduced pulmonary edema compared with the sepsis group.The pathological results of lung tissue under the light microscope showed: The structure of lung tissue in the Sham group was normal, and the alveoli were clear; In the sepsis group, the alveolar wall was thickened widely and inflammatory cells infiltrated obviously; Compared with the sepsis group, the lung tissue injury was significantly reduced in the light licorice group. The enzyme-linked immunosorbent assay results showed that the levels of NETs marker MPO-DNA complex and inflammatory factors IL-18 and IL-1β in the plasma of the sepsis group were significantly higher than those in the Sham group ( P<0.001). The levels of NETs marker MPO-DNA complex and inflammatory factors IL-18 and IL-1β in the glabridin group were significantly lower than those in the sepsis group (MPO-DNA: P<0. 01; IL-18、IL-1β: P<0.05) . Western blot Technical results showed that the expression of Caspase-1 and Cleaved-caspase-1 protein positive signal was significantly enhanced in the lung tissue of the rats in the sepsis group compared with the Sham group; the distribution of Caspase-1 positive cells in the lung tissue of the sepsis + glabridin group was similar to that of the Sham group, and the expression of Cleaved-caspase-1 positive signal was higher than that of the Sham group. Conclusions:Glabridin can effectively reduce lung inflammation and play a protective role in lung injury in septic rats by inhibiting NETs production and pyroptosis.

OBJECTIVE: To investigate the development present situation of the department of critical care medicine in Inner Mongolia Autonomous Region (hereinafter referred to as Inner Mongolia), in order to promote the standardized and homogeneous development of critical care medicine in Inner Mongolia, and also provide a reference for discipline construction and resource allocation. METHODS: A survey study was conducted in comprehensive intensive care unit (ICU) of tertiary and secondary hospitals in Inner Mongolia by online questionnaire survey and telephone data verification. The questionnaire was based on the Guidelines for the Construction and Management of Intensive Care Units (Trial) (hereinafter referred to as the Guidelines) issued by the National Health Commission in 2009 and the development trend of the discipline. The questionnaire covered six aspects, including hospital basic information, ICU basic information, personnel allocation, medical quality management, technical skill and equipment configuration. The questionnaire was distributed in September 2022, and it was filled out by the discipline leaders or department heads of each hospital. RESULTS: As of October 24, 2022, a total of 101 questionnaires had been distributed, 85 questionnaires had been recovered, and the questionnaire recovery rate had reached 84.16%, of which 71 valid questionnaires had been collected in a total of 71 comprehensive ICU. (1) There were noticeable regional differences in the distribution of comprehensive ICU in Inner Mongolia, with a relatively weak distribution in the east and west, and the overall distribution was uneven. The development of critical care medicine in Inner Mongolia was still lacking. (2) Basic information of hospitals: the population and economy restricted the development of ICU. The average number of comprehensive ICU beds in the western region was only half of that in the central region (beds: 39.0 vs. 86.0), and the average number of ICU beds in the eastern region was in the middle (83.6 beds), which was relatively uneven. (3) Basic information of ICU: among the 71 comprehensive ICU surveyed, there were 44 tertiary hospitals and 27 secondary hospitals. The ratio of ICU beds to total beds in tertiary hospitals was significantly lower than that in secondary hospitals [(1.59±0.81)% vs. (2.11±1.07)%, P < 0.05], which were significantly lower than the requirements of the Guidelines of 2%-8%. The utilization rate of ICU in tertiary and secondary hospitals [(63.63±22.40)% and (44.65±20.66)%, P < 0.01] were both lower than the bed utilization rate required by the Guidelines (75% should be appropriate). (4) Staffing of ICU: there were 376 doctors and 1 117 nurses in tertiary hospitals, while secondary hospitals had 122 doctors and 331 nurses. There were significant differences in the composition ratio of the titles of doctors, the degree of doctors, and the titles of nurses between tertiary and secondary hospitals (all P < 0.05). Most of the doctors in tertiary hospitals had intermediate titles (attending physicians accounted for 41.49%), while most of the doctors in secondary hospitals had junior titles (resident physicians accounted for 43.44%). The education level of doctors in tertiary hospitals was generally higher than that in secondary hospitals (doctors: 2.13% vs. 0, masters: 37.24% vs. 8.20%). The proportion of nurses in tertiary hospitals was significantly lower than that in secondary hospitals (17.01% vs. 24.47%). The ratio of ICU doctors/ICU beds [(0.64±0.27)%, (0.59±0.34)%] and ICU nurses/ICU beds [(1.76±0.56)%, (1.51±0.48)%] in tertiary and secondary hospitals all failed to meet the requirements above 0.8 : 1 and 3 : 1 of the Guidelines. (5) Medical quality management of ICU: compared with secondary hospitals, the proportion of one-to-one drug-resistant bacteria care in tertiary hospitals (65.91% vs. 40.74%), multimodal analgesia and sedation (90.91% vs. 66.67%), and personal digital assistant (PDA) barcode scanning (43.18% vs. 14.81%) were significantly higher (all P < 0.05). (6) Technical skills of ICU: in terms of technical skills, the proportion of bronchoscopy, blood purification, jejunal nutrition tube placement and bedside ultrasound projects carried out in tertiary hospitals were higher than those in secondary hospitals (84.09% vs. 48.15%, 88.64% vs. 48.15%, 61.36% vs. 55.56%, 88.64% vs. 70.37%, all P < 0.05). Among them, the placement of jejunal nutrition tube, bedside ultrasound and extracorporeal membrane oxygenation were mainly completed independently in tertiary hospitals, while those in secondary hospitals tended to be completed in cooperation. (7) Equipment configuration of ICU: in terms of basic equipment, the ratio of the total number of ventilators/ICU beds in tertiary and secondary hospitals [0.77% (0.53%, 1.07%), 0.88% (0.63%, 1.38%)], and the ratio of injection pump/ICU beds [1.70% (1.00%, 2.56%), 1.25% (0.75%, 1.88%)] didn't meet the requirements of the Guidelines. The equipment ratio was insuffcient, which means that the basic needs of development had not been met yet. CONCLUSIONS The development of comprehensive ICU in Inner Mongolia has tended to mature, but there is still a certain gap in the development scale, personnel ratio and instruments and equipment compared with the Guidelines. Moreover, the comprehensive ICU appears the characteristics of relatively weak eastern and western regions, and the overall distribution is uneven. Therefore, it is necessary to increase efforts to invest in the construction of the department of critical care medicine.
Humans ; Intensive Care Units ; Critical Care ; Surveys and Questionnaires ; Tertiary Care Centers ; China

A 74-year-old female patient was chronically treated with insulin glargine injection, insulin aspart injection, metformin tablets, and nifedipine controlled-release tablets because of type 2 diabetes mellitus and hypertension. Due to poor blood pressure control, candesartan cilexetil 8 mg orally once daily was added. Five days later, the patient developed myalgia and fatigue. Laboratory tests showed myoglobin >2 000 μg/L, creatine kinase 8 567 U/L, creatine kinase MB 279 U/L, aspartate aminotransferase 273 U/L, lactate dehydrogenase 546 U/L, alpha hydroxybutyrate dehydrogenase 498 U/L, and positive protein and occult blood in urine. Rhabdomyolysis caused by candesartan cilexetil was considered. Then the drug was discontinued and symptomatic treatments such as rehydration, alkalinized urine, and diuretics were given. After 7 days of drug withdrawal, the patient′s symptoms were relieved, and after 10 days of drug withdrawal, the laboratory indexes such as myoglobin, creatine kinase, and aspartate aminotransferase returned to normal.

A 74-year-old female patient was chronically treated with insulin glargine injection, insulin aspart injection, metformin tablets, and nifedipine controlled-release tablets because of type 2 diabetes mellitus and hypertension. Due to poor blood pressure control, candesartan cilexetil 8 mg orally once daily was added. Five days later, the patient developed myalgia and fatigue. Laboratory tests showed myoglobin >2 000 μg/L, creatine kinase 8 567 U/L, creatine kinase MB 279 U/L, aspartate aminotransferase 273 U/L, lactate dehydrogenase 546 U/L, alpha hydroxybutyrate dehydrogenase 498 U/L, and positive protein and occult blood in urine. Rhabdomyolysis caused by candesartan cilexetil was considered. Then the drug was discontinued and symptomatic treatments such as rehydration, alkalinized urine, and diuretics were given. After 7 days of drug withdrawal, the patient′s symptoms were relieved, and after 10 days of drug withdrawal, the laboratory indexes such as myoglobin, creatine kinase, and aspartate aminotransferase returned to normal.

ObjectiveTo evaluate the association between Pro12Ala polymorphism in peroxisome proliferator activated receptorγ2 (PPARγ2) gene and gestational diabetes mellitus(GDM).Methods Publications on genetic association studies of PPARγ2 and GDM were searched using the PubMed database, The HuGE Navigator, China National Knowledge Infrastructure (CNKI), Wanfang database and VIP Science from the inception of the databases to December 1, 2014. Two reviewers independently selected literature according to the inclusion and exclusion criteria, extracted data and assessed the quality of the data using the Newcastle-Ottawa Scale (NOS) standard. Meta-analysis was performed using RevMan 5.3 software.ResultsOverall, 13 eligible articles were identified, including seven in English and six in Chinese, with a total of 2 787 GDM cases and 5 408 healthy controls. Quality assessment showed that the quality of the 13 articles was all good, with NOS≥5. (1) Pro12Ala polymorphism in PPARγ2 (allele Ala or genotype Ala/Ala or Pro/Ala) was shown to be highly associated with GDM occurrence on general evaluation, with anOR(95%CI) of 0.74(0.60-0.93) in the allele model and 0.79(0.65-0.96) in the dominant genetic model (P<0.05, respectively). (2) Pro12Ala polymorphism in PPARγ2 was shown to be highly associated with GDM occurrence in Asians in a stratification analysis of ethnicity in the populations included in the studies, with anOR(95%CI) of 0.61(0.48-0.79) in the allele model and 0.64(0.50-0.82) in the dominant genetic model (P<0.01, respectively). No correlation was found between the Pro12Ala polymorphism in PPARγ2 and GDM in the Caucasian population. (3) A meta-analysis of six Chinese studies showed that the Pro12Ala polymorphism in PPARγ2 was associated with the risk of GDM in the Chinese population, with anOR(95%CI) of 0.52 (0.36-0.73) in the allele model and 0.55(0.39-0.80) in the dominant genetic model (P<0.01, respectively). (4) No significant association was observed in the TaqMan allelic discrimination assay with anOR(95%CI) of 0.96(0.83-1.10) in the allele model and 0.95(0.81-1.11) in the dominant genetic model (P>0.05, respectively), although there was still a significant correlation in polymerase chain reaction-restriction fragment length polymorphism with anOR(95%CI) of 0.58(0.43-0.79) in the allele model and 0.62(0.45-0.85) in the dominant genetic model (P<0.01, respectively).ConclusionsThe Ala allele and the Ala/Ala or Pro/Ala genotypes of the Pro12Ala polymorphism in PPARγ2 can decrease the risk of GDM. However, there are differences in the results which are affected by the genotype analysis method or races.