ObjectiveThis study systematically analyzed the arginine metabolic dysregulation in the rat model of heart failure （HF）， providing a modern scientific basis for elucidating the pathogenesis of HF and offering new insights for the prevention and treatment of HF with traditional Chinese medicine （TCM）. MethodsA thoracotomy was performed to ligate the left anterior descending coronary artery of rats， which induced acute myocardial ischemia and thus led to the development of post-myocardial infarction heart failure. The rats were divided into a sham surgery group and a model group， with eight rats in each group. Serum targeted metabolomics analysis was performed using ultra-performance liquid chromatography-triple quadrupole mass spectrometry （UPLC-TQ-S）， and the spatial distribution of metabolites in cardiac tissue was observed using airflow-assisted desorption electrospray ionizationmass spectrometry imaging （AFADESI-MSI）. Targets associated with HF and arginine metabolism were screened from databases including GeneCards and the Gene Expression Omnibus （GEO）， a protein-protein interaction （PPI） network was constructed， and enrichment analysis of the Kyoto Encyclopedia of Genes and Genomes （KEGG） pathway and Gene Ontology （GO） was performed. Finally， molecular docking was conducted to verify the binding between core metabolic components and key targets， and potential TCMs were predicted based on the core pathways and targets. ResultsCompared with the sham surgery group， the levels of arginine and citrulline in the serum of model rats were significantly decreased （P<0.01）， while those of proline， ornithine， creatine， creatinine and glutamate were significantly increased （P<0.05， P<0.01）. Cardiac mass spectrometry imaging showed a decreased abundance of arginine in the local myocardial tissue. Bioinformatics analysis identified 24 core functional targets， such as the angiotensin-converting enzyme （ACE）， neuronal nitric oxide synthase （NOS1）， 5-hydroxytryptamine receptor 2A （HTR2A）， and epidermal growth factor receptor （EGFR）， and enrichment analysis indicated that these targets were significantly involved in the calcium signaling pathway， neuroactive ligand-receptor interactions， and phosphatidylinositol signaling pathway. Molecular docking confirmed strong binding activities between arginine， citrulline and HTR2A， as well as between creatine， creatinine and EGFR. Based on pathway-target prediction， potential TCM interventions， such as ginseng and magnolia， were identified. ConclusionThis study revealed characteristic arginine metabolic disorder in HF， and the core targets of HF were closely associated with the phosphatidylinositol signaling pathway. It provides a modern biological interpretation of the pathogenesis of HF in TCM from the perspectives of metabolites and signaling pathways， and offers valuable insights for targeted therapy of HF and the development of TCM.

ObjectiveThis study systematically analyzed the arginine metabolic dysregulation in the rat model of heart failure （HF）， providing a modern scientific basis for elucidating the pathogenesis of HF and offering new insights for the prevention and treatment of HF with traditional Chinese medicine （TCM）. MethodsA thoracotomy was performed to ligate the left anterior descending coronary artery of rats， which induced acute myocardial ischemia and thus led to the development of post-myocardial infarction heart failure. The rats were divided into a sham surgery group and a model group， with eight rats in each group. Serum targeted metabolomics analysis was performed using ultra-performance liquid chromatography-triple quadrupole mass spectrometry （UPLC-TQ-S）， and the spatial distribution of metabolites in cardiac tissue was observed using airflow-assisted desorption electrospray ionizationmass spectrometry imaging （AFADESI-MSI）. Targets associated with HF and arginine metabolism were screened from databases including GeneCards and the Gene Expression Omnibus （GEO）， a protein-protein interaction （PPI） network was constructed， and enrichment analysis of the Kyoto Encyclopedia of Genes and Genomes （KEGG） pathway and Gene Ontology （GO） was performed. Finally， molecular docking was conducted to verify the binding between core metabolic components and key targets， and potential TCMs were predicted based on the core pathways and targets. ResultsCompared with the sham surgery group， the levels of arginine and citrulline in the serum of model rats were significantly decreased （P<0.01）， while those of proline， ornithine， creatine， creatinine and glutamate were significantly increased （P<0.05， P<0.01）. Cardiac mass spectrometry imaging showed a decreased abundance of arginine in the local myocardial tissue. Bioinformatics analysis identified 24 core functional targets， such as the angiotensin-converting enzyme （ACE）， neuronal nitric oxide synthase （NOS1）， 5-hydroxytryptamine receptor 2A （HTR2A）， and epidermal growth factor receptor （EGFR）， and enrichment analysis indicated that these targets were significantly involved in the calcium signaling pathway， neuroactive ligand-receptor interactions， and phosphatidylinositol signaling pathway. Molecular docking confirmed strong binding activities between arginine， citrulline and HTR2A， as well as between creatine， creatinine and EGFR. Based on pathway-target prediction， potential TCM interventions， such as ginseng and magnolia， were identified. ConclusionThis study revealed characteristic arginine metabolic disorder in HF， and the core targets of HF were closely associated with the phosphatidylinositol signaling pathway. It provides a modern biological interpretation of the pathogenesis of HF in TCM from the perspectives of metabolites and signaling pathways， and offers valuable insights for targeted therapy of HF and the development of TCM.

Objective:To investigate the denoising performance of different deep learning (DL) strategies on low-dose brain 18F-FDG PET images. Methods:This retrospective methodological study was conducted on brain PET/CT images of 50 patients (35 males, 15 females, age 20-87 years) who received 3.7MBq/kg 18F-FDG at the Fifth Affiliated Hospital of Sun Yat-sen University between May 2023 and January 2024. Full-dose PET data were acquired with 2min scan. CT scans were acquired before PET scanning. Low-dose PET sinograms were generated by down-sampling the full-dose list mode data to 1/2, 1/4, and 1/20 of full-dose count level. Both full-dose and low-dose sinograms were reconstructed with random, CT-based attenuation and scatter corrections using the three-dimensional (3D) ordered-subsets expectation maximization (OSEM) algorithm (2 iterations, 20 subsets). A total of 4 DL denoising methods were established: (1) 3D conditional generative adversarial networks (GAN) using only low-dose PET as input (GAN-1); (2) 3D attention-based GAN (AttGAN) with low-dose PET input (AttGAN-1); (3) 3D AttGAN with low-dose PET and CT inputs (AttGAN-2); (4) 3D AttGAN with frequency-separation using low-dose PET and CT inputs (AttGAN-FS-2). For AttGAN-FS-2, during the frequency division process, high- and low-frequency components were extracted from the PET reconstructed images via Fourier transform, then inversed Fourier transform, denoised separately, and finally combined to produce the final denoised images. The dataset was separated into training (70%), validation (10%) and testing (20%) sets using simple random sampling without replacement with a fixed random seed. A 5-fold cross-validation scheme was then applied to test all 50 patients. Performance was evaluated against full-dose PET using normalized mean square error (NMSE), structural similarity (SSIM), peak signal-to-noise ratio (PSNR), contrast-to-noise ratio (CNR), SUV mean and SUV max bias of selected brain ROIs. Wilcoxon signed rank test was used to analyze the differences between the denoising methods. Results:AttGAN-FS-2 showed the best performance among all dose levels, with statistical difference as compared by low-dose PET and GAN-1 denoised images for NMSE, SSIM, PSNR, and CNR ( Z values: 2.92-6.15, all P<0.005). NMSE, SSIM quantitative evaluation results (median) of each model at 1/20 dose were: GAN-1: 0.08, 0.87, AttGAN-1: 0.08, 0.88, AttGAN-2: 0.07, 0.89, AttGAN-FS-2: 0.06, 0.91, respectively ( Z values: 3.24-5.77, all P<0.005). Conclusion:The DL-based method combined with multiple strategies AttGAN-FS-2 shows improved denoising performance for low-dose brain PET images.

Single-cell analysis of phenotypic plasticity could improve the development of more effective therapeutics. Still, the development of tools to measure single-cell heterogeneity has lagged due to difficulties in manipulating and culturing single cells. Here, we describe a single-cell culture and phenotyping platform that employs a starburst microfluidic network and automatic liquid handling system to capture single cells for long-term culture and multi-dimensional analysis and quantify their clonal properties via their surface biomarker and secreted cytokine/growth factor profiles. Studies performed on this platform found that cells derived from single-cell cultures maintained phenotypic equilibria similar to their parental populations. Single-cell cultures exposed to chemotherapeutic drugs stochastically disrupted this balance to favor stem-like cells. They had enhanced expression of mRNAs and secreted factors associated with cell signaling, survival, and differentiation. This single-cell analysis approach can be extended to analyze more complex phenotypes and screen responses to therapeutic targets.

Objective:To study the functional characteristics of protective,barrier,and controlled release of film forming pharmaceutical excipients in formulations,establish a method for measuring the properties of film forming pharmaceutical excipients,and evaluate their performance.Methods:By preparing free films of different film forming pharmaceutical excipients and referring to national standards and literature research systems,a testing sys-tem covering key indicators such as tensile strength and elongation,water vapor permeability,flexibility,and solu-bility was constructed.Results:Through comparative testing of multiple brands of excipients,all detection methods showed good discriminability and reproducibility,indicating the applicability and stability of the methods.Conclusion:Evaluating the properties of film forming pharmaceutical excipients through a successfully constructed method not only reveals the structure-activity relationship between material structure and functional characteristics,but also provides technical support for the construction of functional index databases for pharmaceutical excipients.This research result can be used to guide the development of new film forming pharmaceutical excipients and pro-vide experimental basis for industry standard setting,meeting the needs of drug research and quality supervision.

Objective:To study the functional characteristics of protective,barrier,and controlled release of film forming pharmaceutical excipients in formulations,establish a method for measuring the properties of film forming pharmaceutical excipients,and evaluate their performance.Methods:By preparing free films of different film forming pharmaceutical excipients and referring to national standards and literature research systems,a testing sys-tem covering key indicators such as tensile strength and elongation,water vapor permeability,flexibility,and solu-bility was constructed.Results:Through comparative testing of multiple brands of excipients,all detection methods showed good discriminability and reproducibility,indicating the applicability and stability of the methods.Conclusion:Evaluating the properties of film forming pharmaceutical excipients through a successfully constructed method not only reveals the structure-activity relationship between material structure and functional characteristics,but also provides technical support for the construction of functional index databases for pharmaceutical excipients.This research result can be used to guide the development of new film forming pharmaceutical excipients and pro-vide experimental basis for industry standard setting,meeting the needs of drug research and quality supervision.

Objective:To investigate the denoising performance of different deep learning (DL) strategies on low-dose brain 18F-FDG PET images. Methods:This retrospective methodological study was conducted on brain PET/CT images of 50 patients (35 males, 15 females, age 20-87 years) who received 3.7MBq/kg 18F-FDG at the Fifth Affiliated Hospital of Sun Yat-sen University between May 2023 and January 2024. Full-dose PET data were acquired with 2min scan. CT scans were acquired before PET scanning. Low-dose PET sinograms were generated by down-sampling the full-dose list mode data to 1/2, 1/4, and 1/20 of full-dose count level. Both full-dose and low-dose sinograms were reconstructed with random, CT-based attenuation and scatter corrections using the three-dimensional (3D) ordered-subsets expectation maximization (OSEM) algorithm (2 iterations, 20 subsets). A total of 4 DL denoising methods were established: (1) 3D conditional generative adversarial networks (GAN) using only low-dose PET as input (GAN-1); (2) 3D attention-based GAN (AttGAN) with low-dose PET input (AttGAN-1); (3) 3D AttGAN with low-dose PET and CT inputs (AttGAN-2); (4) 3D AttGAN with frequency-separation using low-dose PET and CT inputs (AttGAN-FS-2). For AttGAN-FS-2, during the frequency division process, high- and low-frequency components were extracted from the PET reconstructed images via Fourier transform, then inversed Fourier transform, denoised separately, and finally combined to produce the final denoised images. The dataset was separated into training (70%), validation (10%) and testing (20%) sets using simple random sampling without replacement with a fixed random seed. A 5-fold cross-validation scheme was then applied to test all 50 patients. Performance was evaluated against full-dose PET using normalized mean square error (NMSE), structural similarity (SSIM), peak signal-to-noise ratio (PSNR), contrast-to-noise ratio (CNR), SUV mean and SUV max bias of selected brain ROIs. Wilcoxon signed rank test was used to analyze the differences between the denoising methods. Results:AttGAN-FS-2 showed the best performance among all dose levels, with statistical difference as compared by low-dose PET and GAN-1 denoised images for NMSE, SSIM, PSNR, and CNR ( Z values: 2.92-6.15, all P<0.005). NMSE, SSIM quantitative evaluation results (median) of each model at 1/20 dose were: GAN-1: 0.08, 0.87, AttGAN-1: 0.08, 0.88, AttGAN-2: 0.07, 0.89, AttGAN-FS-2: 0.06, 0.91, respectively ( Z values: 3.24-5.77, all P<0.005). Conclusion:The DL-based method combined with multiple strategies AttGAN-FS-2 shows improved denoising performance for low-dose brain PET images.

Objective To investigate the effect and mechanism of microRNA-10b(miR-10b)on idiopathic short stature(ISS).Methods A total of 54 children with ISS and 54 healthy children were collected.The serum expression of miR-10b was detected by RT-qPCR,and the relationship between serum miR-10b expression and clinical data of children with ISS was analyzed.miR-10b inhibitor,si-TGFBR1 and their negative control transfection C28/I2 cells were used.CCK-8 experimental detection was used to detect C28/I2 cell proliferation.Western blot assay was used to detect gnome related transcription factor 2(RUNX2),collagen type X alpha 1 chain(COL10A1),transforming growth factor beta receptor 1(TGFBR1),SMAD3 and pSMAD3 protein expression.The target of miR-10b was screened in StarBase database,and the targeting relationship between miR-10b and TGFBR1 was verified by dual luciferase reporter gene assay.Results The serum expression of miR-10b was higher in the ISS group than that of the healthy control group,and the higher the miR-10b expression,the more obvious the decrease of child height,IGF-1 and alkaline phosphatase(P＜0.05).Compared with the NC group,the cell proliferation ability and RUNX2,COL10A1,TGFBR1,and pSMAD3 protein expression were up-regulated in the miR-10b inhibitor group(P＜0.05).StarBase database suggested that miR-10b had a binding site of TGFBR1,and dual luciferase reporter gene assay confirmed that TGFBR1 interacted with miR-10b(P＜0.05).Compared with the si-NC group,the expression of TGFBR1 was down-regulated and the cell proliferation ability was decreased in the si-TGFBR1 group(P＜0.05).Conclusion miR-10b inhibits chondrocyte proliferation and hypertrophy in idiopathic short stature by targeting TGFBR1/SMAD3 pathway.

Objective:To investigate the effect of lycopene on blood-brain barrier and nerve damage in rats with cerebral small vessel disease(CSVD)by regulating Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3)/vascular endo-thelial growth factor(VEGF)signaling pathway.Methods:Fifty CSVD rat models were prepared by in vitro injection of the same germ-line microemboli,and were randomly grouped into model group,low-dose lycopene(65 mg/kg)group,high-dose lycopene(85 mg/kg)group,AG490(JAK2 inhibitor,3.5 mg/kg)group,and high-dose lycopene(85 mg/kg)+AG490(3.5 mg/kg)group,with 10 cases in each group,another 10 SD rats were regarded as sham operation group.After grouping with lycopene and AG490,cognitive ability of rats was detected by Morris water maze test and dark avoidance test;permeability of blood-brain barrier in rats was detected by Evans blue method;the number of rat hippocampal neurons was detected by Nissl staining;levels of inflammatory factors prostaglandin E2(PGE2),tumor necrosis factor-α(TNF-α),and oxidative stress factors catalase(CAT),superoxide dismutase(SOD),malondialde-hyde(MDA)in rats brain tissue were detected by kits;expressions of matrix metalloproteinase(MMP)2,MMP9,tight junction-related proteins(ZO-1,Occludin)and JAK2/STAT3/VEGF pathway-related proteins in rats brain were detected by Western blotting.Results:Compared with sham operation group,the times of rats crossing the platform,the time of staying in the target quadrant,step through latency,the number of hippocampal neurons,levels of CAT and SOD in brain tissue,protein expressions of ZO-1,Occludin and VEGF,and p-JAK2/JAK2,p-STAT3/STAT3 were obviously decreased in model group(P<0.05),while the error times,Evans blue content,levels of brain tissue PGE2,TNF-α and MDA,and protein expressions of MMP2 and MMP9 were obviously increased(P<0.05).Compared with model group,the times of rats crossing the platform,the time of staying in the target quadrant,step through la-tency,the number of hippocampal neurons,levels of CAT and SOD in brain tissue,protein expressions of ZO-1,Occludin and VEGF,and p-JAK2/JAK2,p-STAT3/STAT3 were all increased in low-dose lycopene group and high-dose lycopene group(P<0.05),while the error times,Evans blue content,levels of brain tissue PGE2,TNF-α and MDA,and protein expressions of MMP2 and MMP9 were all decreased(P<0.05),and high dose lycopene was more effective;the change trend of each index in AG490 group was opposite to that in lycopene groups,and AG490 could reverse the effect of lycopene.Conclusion:Lycopene can inhibit inflammation and oxidative stress in CSVD rats by activating JAK2/STAT3/VEGF signaling pathway,thereby reducing the blood-brain barrier and nerve damage,and improving their cognitive ability.

Objective To explore the effects of wogonin on cognitive function and neuroinflamma-tion in VaD rats by regulating AMPK/SIRT1 pathway.Methods 90 VaD rats were randomly di-vided into model group,low-,medium-and high-dose wogonin groups(50,100,200 mg/kg),and high dose+AMPK inhibitor(20 mg/kg)group,18 animals per group.Another 18 normal rats served as sham operation group.ELISA was utilized to measure the contents of IL-1β,TNF-α and IL-6 in hippocampal tissues.Western blotting was conducted to detect the expression of Iba-1,p-AMPK,AMPK and SIRT1 in hippocampal tissues.Results Compared with the sham operation group,the model group had longer escape latency,and elevated contents of IL-1β,TNF-α and IL-6,number of Iba-1 positive cells and expression level of Iba-1 protein in hippocampal tissue,shorter stay time at original platform,and lower expression of p-AMPK/AMPK and SIRT1 in hippocampal tissues(P＜0.05).Treatment of three doses of wogonin,in a dose-dependent man-ner,reduced escape latency,and decreased levels of IL-1β,TNF-α and IL-6,number of Iba-1 posi-tive cells and expression of Iba-1 protein in hippocampal tissue,but longer stay time at original platform,and enhanced expression of p-AMPK/AMPK and SIRT1 protein in hippocampal tissue when compared with the model group(P＜0.05).The high dose+AMPK inhibitor group showed longer escape latency(47.64±5.39 s vs 26.45±3.27 s),shorter stay time at original platform(21.78±3.51 s vs 35.22±5.02 s),increased levels of IL-1β,TNF-α and IL-6,number of Iba-1 positive cells and expression of Iba-1 protein in hippocampal tissue,and lower expression levels of p-AMPK/AMPK and SIRT1 in hippocampal tissue when compared with the high-dose group(P＜0.05).Conclusion Wogonin may improve cognitive function and hippocampal tissue patho-logical damage in VaD rats by activating the AMPK/SIRT1 pathway,and inhibit neuroinflammation.