To address the challenges faced by current brain midline segmentation techniques, such as insufficient accuracy and poor segmentation continuity, this paper proposes a deep learning network model based on a two-stage framework. On the first stage of the model, prior knowledge of the feature consistency of adjacent brain midline slices under normal and pathological conditions is utilized. Associated midline slices are selected through slice similarity analysis, and a novel feature weighting strategy is adopted to collaboratively fuse the overall change characteristics and spatial information of these associated slices, thereby enhancing the feature representation of the brain midline in the intracranial region. On the second stage, the optimal path search strategy for the brain midline is employed based on the network output probability map, which effectively addresses the problem of discontinuous midline segmentation. The method proposed in this paper achieved satisfactory results on the CQ500 dataset provided by the Center for Advanced Research in Imaging, Neurosciences and Genomics, New Delhi, India. The Dice similarity coefficient (DSC), Hausdorff distance (HD), average symmetric surface distance (ASSD), and normalized surface Dice (NSD) were 67.38 ± 10.49, 24.22 ± 24.84, 1.33 ± 1.83, and 0.82 ± 0.09, respectively. The experimental results demonstrate that the proposed method can fully utilize the prior knowledge of medical images to effectively achieve accurate segmentation of the brain midline, providing valuable assistance for subsequent identification of the brain midline by clinicians.
Humans ; Brain/diagnostic imaging* ; Deep Learning ; Image Processing, Computer-Assisted/methods* ; Algorithms ; Magnetic Resonance Imaging/methods* ; Neural Networks, Computer

Amoenucles A-F (1-6), six previously undescribed nucleoside derivatives, and two known analogs (7 and 8) were isolated from the culture of Aspergillus amoenus TJ507. Their structures were elucidated through spectroscopic analysis, single-crystal X-ray crystallography, and chemical reactions. Notably, 3 and 4 represent the first reported instances of nucleosides with an attached pyrrole moiety. Of particular significance, the absolute configuration of the sugar moiety of 1-4 was determined using nuclear magnetic resonance (NMR), electric circular dichroism (ECD) calculations, and a hydrolysis reaction, presenting a potentially valuable method for confirming nucleoside structures. Furthermore, 1, 2, and 5-8 exhibited potential tumor necrosis factor α (TNF-α) inhibitory activities, which may provide a novel chemical template for the development of agents targeting autoimmune and inflammatory diseases.
Aspergillus/chemistry* ; Tumor Necrosis Factor-alpha/antagonists & inhibitors* ; Molecular Structure ; Nucleosides/isolation & purification* ; Crystallography, X-Ray ; Animals ; Humans ; Mice ; Magnetic Resonance Spectroscopy

Hepatic ischemia/reperfusion injury (IRI) remains a critical complication contributing to graft dysfunction following liver surgery. As part of an ongoing search for hepatoprotective natural products, five previously unreported homoadamantane-type polycyclic polyprenylated acylphloroglucinols (PPAPs), named hyperhomanoons A-E (1-5), and one known analog, hypersampsone O (6), were isolated from Hypericum patulum. Among these, compound 6 demonstrated potent protective effects against CoCl₂-induced hypoxic injury in hepatocytes. Furthermore, in a murine model of hepatic IRI induced by vascular occlusion, pretreatment with 6 markedly alleviated liver damage and reduced hepatocyte apoptosis. This study is the first to identify PPAPs as promising scaffolds for the development of therapeutic agents targeting hepatic IRI, underscoring their potential as lead compounds in drug discovery efforts for ischemic liver diseases.
Reperfusion Injury/prevention & control* ; Animals ; Hypericum/chemistry* ; Phloroglucinol/administration & dosage* ; Mice ; Humans ; Male ; Liver/blood supply* ; Apoptosis/drug effects* ; Molecular Structure ; Protective Agents/pharmacology* ; Hepatocytes/drug effects* ; Mice, Inbred C57BL ; Liver Diseases/drug therapy*

Objectives:To evaluate the hemodynamic impact of different bypass grafting methods on the left anterior descending(LAD)artery using computational fluid dynamics,providing a theoretical basis for optimizing coronary artery bypass grafting.Methods:A patient-specific 3D coronary model was constructed using SimVascular software,including an in-situ internal mammary artery graft(model 1)and three free grafts of varying diameters(model 2:2 mm internal mammary artery free graft;model 3 and model 4:3 mm and 4 mm great saphenous vein free grafts).The hemodynamic parameters of the native artery and grafts were compared among the four bypass grafting models.Results:All four bypass grafting models supply sufficient blood flow for the severely stenosed LAD.LAD flow was slightly lower in the model 1.Free internal mammary artery grafts showed higher flow and wall shear stress.4 mm great saphenous vein free grafts presented with maximum flow but lowest shear stress,3 mm great saphenous vein free grafts offered better hemodynamic stability.Conclusions:Computational fluid dynamics analysis indicates that free internal mammary grafts could provide superior hemodynamics,while larger grafts result in lower shear stress,which might affect long-term graft patency.These findings thus provide experimental evidences useful for optimizing LAD bypass strategies.

Objective To explore the impact of the TINCR-MAF:MAFB transcription factor network on the expression of proliferation and differentiation-related genes in keratinocytes,to verify the role of this network in the occurrence and development of psoriasis and its potential mechanisms.Methods Employed RNA interference technology to knock down TINCR gene expression,and the proliferation ability of keratinocytes was assessed using the CCK-8 method.Additionally,qRT-PCR and Western blot analyses were conducted to evaluate the RNA and protein expression levels of TINCR,MAFB,and KLF4 genes.Immunohistochemical methods were used to detect the expression of KLF4 protein in psoriasis tissues.Results After TINCR gene siRNA interference,the proliferation ability of keratinocytes significantly decreased at 24,48,and 72 hours(P<0.001),indicating that the TINCR gene plays a critical role in cell proliferation.The results of qRT-PCR and Western blot analyses showed that the RNA and protein expression levels of TINCR,MAFB,and KLF4 genes were significantly reduced(P<0.001),suggesting that TINCR may influence the differentiation of keratinocytes by regulating the expression of MAFB transcription factor and KLF4 differentiation-related genes.Furthermore,immunohistochemical results indicated that the expression of KLF4 protein was significantly elevated in psoriasis tissues compared to normal skin tissues,suggesting that KLF4 plays an important role in the pathogenesis of psoriasis.Conclusions The TINCR-MAF:MAFB transcription factor network may participate in the occurrence and development of psoriasis by affecting the proliferation and differentiation of keratinocytes.This finding provides a new perspective on the pathogenesis of psoriasis and potential targets for future therapeutic strategies.

Objective To explore the impact of the TINCR-MAF:MAFB transcription factor network on the expression of proliferation and differentiation-related genes in keratinocytes,to verify the role of this network in the occurrence and development of psoriasis and its potential mechanisms.Methods Employed RNA interference technology to knock down TINCR gene expression,and the proliferation ability of keratinocytes was assessed using the CCK-8 method.Additionally,qRT-PCR and Western blot analyses were conducted to evaluate the RNA and protein expression levels of TINCR,MAFB,and KLF4 genes.Immunohistochemical methods were used to detect the expression of KLF4 protein in psoriasis tissues.Results After TINCR gene siRNA interference,the proliferation ability of keratinocytes significantly decreased at 24,48,and 72 hours(P<0.001),indicating that the TINCR gene plays a critical role in cell proliferation.The results of qRT-PCR and Western blot analyses showed that the RNA and protein expression levels of TINCR,MAFB,and KLF4 genes were significantly reduced(P<0.001),suggesting that TINCR may influence the differentiation of keratinocytes by regulating the expression of MAFB transcription factor and KLF4 differentiation-related genes.Furthermore,immunohistochemical results indicated that the expression of KLF4 protein was significantly elevated in psoriasis tissues compared to normal skin tissues,suggesting that KLF4 plays an important role in the pathogenesis of psoriasis.Conclusions The TINCR-MAF:MAFB transcription factor network may participate in the occurrence and development of psoriasis by affecting the proliferation and differentiation of keratinocytes.This finding provides a new perspective on the pathogenesis of psoriasis and potential targets for future therapeutic strategies.

Objectives:To evaluate the hemodynamic impact of different bypass grafting methods on the left anterior descending(LAD)artery using computational fluid dynamics,providing a theoretical basis for optimizing coronary artery bypass grafting.Methods:A patient-specific 3D coronary model was constructed using SimVascular software,including an in-situ internal mammary artery graft(model 1)and three free grafts of varying diameters(model 2:2 mm internal mammary artery free graft;model 3 and model 4:3 mm and 4 mm great saphenous vein free grafts).The hemodynamic parameters of the native artery and grafts were compared among the four bypass grafting models.Results:All four bypass grafting models supply sufficient blood flow for the severely stenosed LAD.LAD flow was slightly lower in the model 1.Free internal mammary artery grafts showed higher flow and wall shear stress.4 mm great saphenous vein free grafts presented with maximum flow but lowest shear stress,3 mm great saphenous vein free grafts offered better hemodynamic stability.Conclusions:Computational fluid dynamics analysis indicates that free internal mammary grafts could provide superior hemodynamics,while larger grafts result in lower shear stress,which might affect long-term graft patency.These findings thus provide experimental evidences useful for optimizing LAD bypass strategies.

Objective:To investigate the clinical diagnosis, treatment, and genetic variations of neonates with congenital hyperinsulinism (CHI).Methods:The clinical data of CHI newborns admitted to the Provincial Hospital Affiliated to Shandong First Medical University from September 2018 to April 2022 were retrospectively analyzed.Results:Four cases of CHI were included, three of whom were full-term infants and all were macrosomic, while one was a premature infant. One infant was born to a mother with gestational diabetes mellitus, and 1 had a family history of hypoglycemia. All the 4 patients presented with weak response, 3 with drowsiness, 1 with hypotonia and 1 with convulsions. Cranial MRI indicated abnormal signals in the occipital lobe cortex in 1 case. Gene sequencing revealed homozygous variation c.799C>G in KCNJ11 gene for 1 case, and heterozygous variations c.4477C>T, c.3540C>G, c.683G>A and c.4536C>A in ABCC8 gene for 3 cases respectively and all these variations were identified as pathogenic mutations. Notably, the c.799C>G variant in KCNJ11 gene as well as the c.3540C>G and c.4536C>A variants in ABCC8 gene were reported for the first time. Among infants with ABCC8 gene variations, two showed no response to diazoxide treatment while one patient with KCNJ11 gene variation responded effectively. The parents of the patient with hypoglycemic brain injury gave up treatment. Three other cases were discharged from hospital after improvement and followed up to 1 year old. 2 patients had stable blood glucose after ceasing medication, and 1 patient still required intermittent oral glucose to maintain normal blood glucose level.Conclusions:CHI can lead to hypoglycemic brain injury. Clinically, infants large for gestational age or with a family history of diabetes and hypoglycemia should be monitored for blood glucose early after birth, to identify CHI as early as possible and actively treat it. Different gene variants have different therapeutic responses.

Objective:To investigate the association between congenital hypothyroidism (CH) and the adverse outcomes during hospitalization in very low birth weight infants (VLBWI).Methods:This prospective, multicenter observational cohort study was conducted based on the data from the Sino-northern Neonatal Network (SNN). Data of 5 818 VLBWI with birth weight <1 500 g and gestational age between 24-<37 weeks that were admitted to the 37 neonatal intensive care units from January 1 st, 2019 to December 31 st, 2022 were collected and analyzed. Thyroid function was first screened at 7 to 10 days after birth, followed by weekly tests within the first 4 weeks, and retested at 36 weeks of corrected gestational age or before discharge. The VLBWI were assigned to the CH group or non-CH group. Chi-square test, Fisher exact probability method, Wilcoxon rank sum test, univariate and multivariate Logistic regression were used to analyze the relationship between CH and poor prognosis during hospitalization in VLBWI. Results:A total of 5 818 eligible VLBWI were enrolled, with 2 982 (51.3%) males and the gestational age of 30 (29, 31) weeks. The incidence of CH was 5.5% (319 VLBWI). Among the CH group, only 121 VLBWI (37.9%) were diagnosed at the first screening. Univariate Logistic regression analysis showed that CH was associated with increased incidence of extrauterine growth retardation (EUGR) ( OR=1.31(1.04-1.64), P<0.05) and retinopathy of prematurity (ROP) of stage Ⅲ and above ( OR=1.74(1.11-2.75), P<0.05). However, multivariate Logistic regression analysis showed no significant correlation between CH and EUGR, moderate to severe bronchopulmonary dysplasia, grade Ⅲ to Ⅳ intraventricular hemorrhage, neonatal necrotizing enterocolitis in stage Ⅱ or above, and ROP in stage Ⅲ or above ( OR=1.04 (0.81-1.33), 0.79 (0.54-1.15), 1.15 (0.58-2.26), 1.43 (0.81-2.53), 1.12 (0.70-1.80), all P>0.05). Conclusion:There is no significant correlation between CH and in-hospital adverse outcomes, possibly due to timely diagnosis and active replacement therapy.

Healthcare Big Data and its driven real-world study (RWS) have increasingly become important sources of evidence for medical decision-making.Drawing on successful international experiences, China′s neonatal-perinatal field has established national or regional neonatal collaboration networks to conduct various forms of clinical scientific researches, continuously improving the treatment and care level for preterm infants.How to construct a scientific clinical research methodology system based on clinical issues in China′s neonatal field and reliable real-world data is currently a pressing issue that needs to be addressed.This article discussed the methodological exploration for advancing neonatal clinical scientific research through regional collaboration networks.