GPR126, also known as ADGRG6, is one of the most deeply studied aGPCRs. Initially, GPR126 was thought to be a receptor associated with muscle development and was primarily expressed in the muscular and skeletal systems. With the deepening of research, it was found that GPR126 is expressed in multiple mammalian tissues and organs, and is involved in many biological processes such as embryonic development, nervous system development, and extracellular matrix interactions. Compared with other aGPCRs proteins, GPR126 has a longer N-terminal domain, which can bind to ligands one-to-one and one-to-many. Its N-terminus contains five domains, a CUB (complement C1r/C1s, Uegf, Bmp1) domain, a PTX (Pentraxin) domain, a SEA (Sperm protein, Enterokinase, and Agrin) domain, a hormone binding (HormR) domain, and a conserved GAIN domain. The GAIN domain has a self-shearing function, which is essential for the maturation, stability, transport and function of aGPCRs. Different SEA domains constitute different GPR126 isomers, which can regulate the activation and closure of downstream signaling pathways through conformational changes. GPR126 has a typical aGPCRs seven-transmembrane helical structure, which can be coupled to Gs and Gi, causing cAMP to up- or down-regulation, mediating transmembrane signaling and participating in the regulation of cell proliferation, differentiation and migration. GPR126 is activated in a tethered-stalk peptide agonism or orthosteric agonism, which is mainly manifested by self-proteolysis or conformational changes in the GAIN domain, which mediates the rapid activation or closure of downstream pathways by tethered agonists. In addition to the tethered short stem peptide activation mode, GPR126 also has another allosteric agonism or tunable agonism mode, which is specifically expressed as the GAIN domain does not have self-shearing function in the physiological state, NTF and CTF always maintain the binding state, and the NTF binds to the ligand to cause conformational changes of the receptor, which somehow transmits signals to the GAIN domain in a spatial structure. The GAIN domain can cause the 7TM domain to produce an activated or inhibited signal for signal transduction, For example, type IV collagen interacts with the CUB and PTX domains of GPR126 to activate GPR126 downstream signal transduction. GPR126 has homology of 51.6%-86.9% among different species, with 10 conserved regions between different species, which can be traced back to the oldest metazoans as well as unicellular animals.In terms of diseases, GPR126 dysfunction involves the pathological process of bone, myelin, embryo and other related diseases, and is also closely related to the occurrence and development of malignant tumors such as breast cancer and colon cancer. However, the biological function of GPR126 in various diseases and its potential as a therapeutic target still needs further research. This paper focuses on the structure, interspecies differences and conservatism, signal transduction and biological functions of GPR126, which provides ideas and references for future research on GPR126.

Eight compounds were isolated and purified from the ethyl acetate part of 70% acetone extract of Rehmannia glutinosa by various chromatographic techniques such as silica gel, MCI gel CHP-20, ODS, Toyopearl HW-40C, combined with TLC and semi-preparative HPLC. Their structures were elucidated by modern spectroscopy techniques (NMR, MS, UV, IR), and identified as neomartynoside A (1), osmanthuside B₆ (2), martynoside (3), isomartynoside (4), (E)-p-hydroxycinnamic acid (5), caffeic acid (6), ferulic acid (7), and methyl caffeate (8). Compound 1 is a new phenylethanol glycoside, which was identified as neomartynoside A. Compound 2 was isolated from Rehmannia glutinosa for the first time. In addition, compounds 2, 6 and 7 significantly increased relative glucose consumption, showing potential hypoglycemic activity.

ObjectiveThe rapid advancement of bioanalytical technologies has heightened the demand for high-throughput, label-free, and real-time cellular analysis. Electrochemical impedance spectroscopy (EIS) operating in the GHz frequency range (GHz-EIS) has emerged as a promising tool for characterizing cell suspensions due to its ability to rapidly and non-invasively capture the dielectric properties of cells and their microenvironment. Although GHz-EIS enables rapid and label-free detection of cell suspensions, significant challenges remain in interpreting GHz impedance data for complex samples, limiting the broader application of this technique in cellular research. To address these challenges, this study presents a novel method that integrates GHz-EIS with deep learning algorithms, aiming to improve the precision of cell suspension concentration identification and quantification. This method provides a more efficient and accurate solution for the analysis of GHz impedance data. MethodsThe proposed method comprises two key components: dielectric property dataset construction and backpropagation (BP) neural network modeling. Yeast cell suspensions at varying concentrations were prepared and separately introduced into a coaxial sensor for impedance measurement. The dielectric properties of these suspensions were extracted using a GHz-EIS dielectric property extraction method applied to the measured impedance data. A dielectric properties dataset incorporating concentration labels was subsequently established and divided into training and testing subsets. A BP neural network model employing specific activation functions (ReLU and Leaky ReLU) was then designed. The model was trained and tested using the constructed dataset, and optimal model parameters were obtained through this process. This BP neural network enables automated extraction and analytical processing of dielectric properties, facilitating precise recognition of cell suspension concentrations through data-driven training. ResultsThrough comparative analysis with conventional centrifugal methods, the recognized concentration values of cell suspensions showed high consistency, with relative errors consistently below 5%. Notably, high-concentration samples exhibited even smaller deviations, further validating the precision and reliability of the proposed methodology. To benchmark the recognition performance against different algorithms, two typical approaches—support vector machines (SVM) and K-nearest neighbor (KNN)—were selected for comparison. The proposed method demonstrated superior performance in quantifying cell concentrations. Specifically, the BP neural network achieved a mean absolute percentage error (MAPE) of 2.06% and an R² value of 0.997 across the entire concentration range, demonstrating both high predictive accuracy and excellent model fit. ConclusionThis study demonstrates that the proposed method enables accurate and rapid determination of unknown sample concentrations. By combining GHz-EIS with BP neural network algorithms, efficient identification of cell concentrations is achieved, laying the foundation for the development of a convenient online cell analysis platform and showing significant application prospects. Compared to typical recognition approaches, the proposed method exhibits superior capabilities in recognizing cell suspension concentrations. Furthermore, this methodology not only accelerates research in cell biology and precision medicine but also paves the way for future EIS biosensors capable of intelligent, adaptive analysis in dynamic biological research.

Purpose: To characterize the patterns of demographic data, dermatologic diagnosis, and disposition regarding pediatric dermatological presentations in an emergency department (ED) at Armadale Health Service, a secondary outer metropolitan hospital in Perth, Western Australia. Methods: Retrospective cross-sectional study auditing pediatric dermatological presentations to the ED from December 2022 through November 2023. We analyzed the age group, sex, dermatologic diagnosis, Australasian Triage Scale, ED length of stay, and disposition. The age group comprised infants, preschoolers, schoolers, and adolescents. The diagnosis included anaphylaxis and angioneurotic edema (AAE), allergy-related and urticarial dermatitis (AUD), eczema and other dermatitis (EOD), infective dermatoses, and not elsewhere classified. Results: Of the 540 pediatric patients who presented to the ED with a dermatological complaint, 44.4% were girls with a median age of 4.5 years (interquartile range, 1.5-9.3) and a hospitalization rate of 7.6%. The dermatologic diagnoses consisted of AUD (34.3%), infective dermatoses (29.3%), EOD (23.3%), AAE (8.5%), and not elsewhere classified (4.6%). Most patients were triaged as an Australasian Triage Scale category 3-4, with a median ED length of stay of 2.3 hours (1.5-3.5 hours). Pairwise comparisons showed differences in the diagnoses between infants and preschoolers and between schoolers and adolescents for EOD and infective dermatoses (P < 0.001). The hospitalized patients showed a higher proportion of AAE, EOD, and infective dermatoses than those discharged (P < 0.001). Patients with AUD were hospitalized less (odds ratio, 0.06; 95% confidence interval, 0.12-0.30; compared with AAE). No dermatological emergencies, such as Stevens-Johnson syndrome, were identified. Conclusion Our findings underscore regional differences and support global efforts to reduce non-life-threatening pediatric dermatological presentations to the ED. This study may contribute to the ongoing discourse on effectively managing such presentations in EDs.

Background: s/Aims: Sarcomatoid hepatocellular carcinoma (HCC) is a rare histological subtype of HCC characterized by extremely poor prognosis; however, its molecular characterization has not been elucidated. Methods: In this study, we conducted an integrated multiomics study of whole-exome sequencing, RNA-seq, spatial transcriptome, and immunohistochemical analyses of 28 paired sarcomatoid tumor components and conventional HCC components from 10 patients with sarcomatoid HCC, in order to identify frequently altered genes, infer the tumor subclonal architectures, track the genomic evolution, and delineate the transcriptional characteristics of sarcomatoid HCCs. Results: Our results showed that the sarcomatoid HCCs had poor prognosis. The sarcomatoid tumor components and the conventional HCC components were derived from common ancestors, mostly accessing similar mutational processes. Clonal phylogenies demonstrated branched tumor evolution during sarcomatoid HCC development and progression. TP53 mutation commonly occurred at tumor initiation, whereas ARID2 mutation often occurred later. Transcriptome analyses revealed the epithelial–mesenchymal transition (EMT) and hypoxic phenotype in sarcomatoid tumor components, which were confirmed by immunohistochemical staining. Moreover, we identified ARID2 mutations in 70% (7/10) of patients with sarcomatoid HCC but only 1–5% of patients with non-sarcomatoid HCC. Biofunctional investigations revealed that inactivating mutation of ARID2 contributes to HCC growth and metastasis and induces EMT in a hypoxic microenvironment. Conclusions We offer a comprehensive description of the molecular basis for sarcomatoid HCC, and identify genomic alteration (ARID2 mutation) together with the tumor microenvironment (hypoxic microenvironment), that may contribute to the formation of the sarcomatoid tumor component through EMT, leading to sarcomatoid HCC development and progression.

Purpose: To characterize the patterns of demographic data, dermatologic diagnosis, and disposition regarding pediatric dermatological presentations in an emergency department (ED) at Armadale Health Service, a secondary outer metropolitan hospital in Perth, Western Australia. Methods: Retrospective cross-sectional study auditing pediatric dermatological presentations to the ED from December 2022 through November 2023. We analyzed the age group, sex, dermatologic diagnosis, Australasian Triage Scale, ED length of stay, and disposition. The age group comprised infants, preschoolers, schoolers, and adolescents. The diagnosis included anaphylaxis and angioneurotic edema (AAE), allergy-related and urticarial dermatitis (AUD), eczema and other dermatitis (EOD), infective dermatoses, and not elsewhere classified. Results: Of the 540 pediatric patients who presented to the ED with a dermatological complaint, 44.4% were girls with a median age of 4.5 years (interquartile range, 1.5-9.3) and a hospitalization rate of 7.6%. The dermatologic diagnoses consisted of AUD (34.3%), infective dermatoses (29.3%), EOD (23.3%), AAE (8.5%), and not elsewhere classified (4.6%). Most patients were triaged as an Australasian Triage Scale category 3-4, with a median ED length of stay of 2.3 hours (1.5-3.5 hours). Pairwise comparisons showed differences in the diagnoses between infants and preschoolers and between schoolers and adolescents for EOD and infective dermatoses (P < 0.001). The hospitalized patients showed a higher proportion of AAE, EOD, and infective dermatoses than those discharged (P < 0.001). Patients with AUD were hospitalized less (odds ratio, 0.06; 95% confidence interval, 0.12-0.30; compared with AAE). No dermatological emergencies, such as Stevens-Johnson syndrome, were identified. Conclusion Our findings underscore regional differences and support global efforts to reduce non-life-threatening pediatric dermatological presentations to the ED. This study may contribute to the ongoing discourse on effectively managing such presentations in EDs.

Purpose: To characterize the patterns of demographic data, dermatologic diagnosis, and disposition regarding pediatric dermatological presentations in an emergency department (ED) at Armadale Health Service, a secondary outer metropolitan hospital in Perth, Western Australia. Methods: Retrospective cross-sectional study auditing pediatric dermatological presentations to the ED from December 2022 through November 2023. We analyzed the age group, sex, dermatologic diagnosis, Australasian Triage Scale, ED length of stay, and disposition. The age group comprised infants, preschoolers, schoolers, and adolescents. The diagnosis included anaphylaxis and angioneurotic edema (AAE), allergy-related and urticarial dermatitis (AUD), eczema and other dermatitis (EOD), infective dermatoses, and not elsewhere classified. Results: Of the 540 pediatric patients who presented to the ED with a dermatological complaint, 44.4% were girls with a median age of 4.5 years (interquartile range, 1.5-9.3) and a hospitalization rate of 7.6%. The dermatologic diagnoses consisted of AUD (34.3%), infective dermatoses (29.3%), EOD (23.3%), AAE (8.5%), and not elsewhere classified (4.6%). Most patients were triaged as an Australasian Triage Scale category 3-4, with a median ED length of stay of 2.3 hours (1.5-3.5 hours). Pairwise comparisons showed differences in the diagnoses between infants and preschoolers and between schoolers and adolescents for EOD and infective dermatoses (P < 0.001). The hospitalized patients showed a higher proportion of AAE, EOD, and infective dermatoses than those discharged (P < 0.001). Patients with AUD were hospitalized less (odds ratio, 0.06; 95% confidence interval, 0.12-0.30; compared with AAE). No dermatological emergencies, such as Stevens-Johnson syndrome, were identified. Conclusion Our findings underscore regional differences and support global efforts to reduce non-life-threatening pediatric dermatological presentations to the ED. This study may contribute to the ongoing discourse on effectively managing such presentations in EDs.

Background: s/Aims: Sarcomatoid hepatocellular carcinoma (HCC) is a rare histological subtype of HCC characterized by extremely poor prognosis; however, its molecular characterization has not been elucidated. Methods: In this study, we conducted an integrated multiomics study of whole-exome sequencing, RNA-seq, spatial transcriptome, and immunohistochemical analyses of 28 paired sarcomatoid tumor components and conventional HCC components from 10 patients with sarcomatoid HCC, in order to identify frequently altered genes, infer the tumor subclonal architectures, track the genomic evolution, and delineate the transcriptional characteristics of sarcomatoid HCCs. Results: Our results showed that the sarcomatoid HCCs had poor prognosis. The sarcomatoid tumor components and the conventional HCC components were derived from common ancestors, mostly accessing similar mutational processes. Clonal phylogenies demonstrated branched tumor evolution during sarcomatoid HCC development and progression. TP53 mutation commonly occurred at tumor initiation, whereas ARID2 mutation often occurred later. Transcriptome analyses revealed the epithelial–mesenchymal transition (EMT) and hypoxic phenotype in sarcomatoid tumor components, which were confirmed by immunohistochemical staining. Moreover, we identified ARID2 mutations in 70% (7/10) of patients with sarcomatoid HCC but only 1–5% of patients with non-sarcomatoid HCC. Biofunctional investigations revealed that inactivating mutation of ARID2 contributes to HCC growth and metastasis and induces EMT in a hypoxic microenvironment. Conclusions We offer a comprehensive description of the molecular basis for sarcomatoid HCC, and identify genomic alteration (ARID2 mutation) together with the tumor microenvironment (hypoxic microenvironment), that may contribute to the formation of the sarcomatoid tumor component through EMT, leading to sarcomatoid HCC development and progression.

Purpose: To characterize the patterns of demographic data, dermatologic diagnosis, and disposition regarding pediatric dermatological presentations in an emergency department (ED) at Armadale Health Service, a secondary outer metropolitan hospital in Perth, Western Australia. Methods: Retrospective cross-sectional study auditing pediatric dermatological presentations to the ED from December 2022 through November 2023. We analyzed the age group, sex, dermatologic diagnosis, Australasian Triage Scale, ED length of stay, and disposition. The age group comprised infants, preschoolers, schoolers, and adolescents. The diagnosis included anaphylaxis and angioneurotic edema (AAE), allergy-related and urticarial dermatitis (AUD), eczema and other dermatitis (EOD), infective dermatoses, and not elsewhere classified. Results: Of the 540 pediatric patients who presented to the ED with a dermatological complaint, 44.4% were girls with a median age of 4.5 years (interquartile range, 1.5-9.3) and a hospitalization rate of 7.6%. The dermatologic diagnoses consisted of AUD (34.3%), infective dermatoses (29.3%), EOD (23.3%), AAE (8.5%), and not elsewhere classified (4.6%). Most patients were triaged as an Australasian Triage Scale category 3-4, with a median ED length of stay of 2.3 hours (1.5-3.5 hours). Pairwise comparisons showed differences in the diagnoses between infants and preschoolers and between schoolers and adolescents for EOD and infective dermatoses (P < 0.001). The hospitalized patients showed a higher proportion of AAE, EOD, and infective dermatoses than those discharged (P < 0.001). Patients with AUD were hospitalized less (odds ratio, 0.06; 95% confidence interval, 0.12-0.30; compared with AAE). No dermatological emergencies, such as Stevens-Johnson syndrome, were identified. Conclusion Our findings underscore regional differences and support global efforts to reduce non-life-threatening pediatric dermatological presentations to the ED. This study may contribute to the ongoing discourse on effectively managing such presentations in EDs.

Background: s/Aims: Sarcomatoid hepatocellular carcinoma (HCC) is a rare histological subtype of HCC characterized by extremely poor prognosis; however, its molecular characterization has not been elucidated. Methods: In this study, we conducted an integrated multiomics study of whole-exome sequencing, RNA-seq, spatial transcriptome, and immunohistochemical analyses of 28 paired sarcomatoid tumor components and conventional HCC components from 10 patients with sarcomatoid HCC, in order to identify frequently altered genes, infer the tumor subclonal architectures, track the genomic evolution, and delineate the transcriptional characteristics of sarcomatoid HCCs. Results: Our results showed that the sarcomatoid HCCs had poor prognosis. The sarcomatoid tumor components and the conventional HCC components were derived from common ancestors, mostly accessing similar mutational processes. Clonal phylogenies demonstrated branched tumor evolution during sarcomatoid HCC development and progression. TP53 mutation commonly occurred at tumor initiation, whereas ARID2 mutation often occurred later. Transcriptome analyses revealed the epithelial–mesenchymal transition (EMT) and hypoxic phenotype in sarcomatoid tumor components, which were confirmed by immunohistochemical staining. Moreover, we identified ARID2 mutations in 70% (7/10) of patients with sarcomatoid HCC but only 1–5% of patients with non-sarcomatoid HCC. Biofunctional investigations revealed that inactivating mutation of ARID2 contributes to HCC growth and metastasis and induces EMT in a hypoxic microenvironment. Conclusions We offer a comprehensive description of the molecular basis for sarcomatoid HCC, and identify genomic alteration (ARID2 mutation) together with the tumor microenvironment (hypoxic microenvironment), that may contribute to the formation of the sarcomatoid tumor component through EMT, leading to sarcomatoid HCC development and progression.