This review summarizes the applications and advancements of artificial intelligence(AI)in the analysis of retinal vascular parameters. Retinal vascular parameters, including vessel diameter, fractal dimension, vascular tortuosity, branching angles, and vessel density, are important indicators for assessing changes in the retinal vascular network structure. These parameters are not only related to various ophthalmic diseases but also reflect the conditions of systemic diseases such as diabetes and Alzheimer's disease. This article provides a detailed discussion on the advantages of AI technology in the automated identification and quantification of retinal vascular parameters, particularly in improving measurement efficiency and accuracy, and enabling the early detection and monitoring of various diseases. Additionally, the challenges faced by AI in the analysis of retinal vascular parameters were discussed, such as data standardization and insufficient sample diversity, and proposes directions for future research. By thoroughly analyzing the application of AI in retinal vascular parameter analysis, this article aims to offer new perspectives and methods for clinical diagnosis and early intervention of diseases, holding significant clinical significance and application prospects.

Objective To explore the therapeutic mechanism of Modified Lugen Formula(Phragmitis Rhizoma,Cicadae Periostracum,Batryticatus Bombyx,Lonicerae Japonicae Flos,Glycyrrhiza,Menthae Haplocalycis Herba,Notopterygii Rhizoma et Radix,Puerariae Lobatae Radix,Bupleuri Radix)in treating influenza from the virus-host interaction interface.Methods The phytocompounds were first collected from the HERB database,and then potential active compounds were screened out by Lipinski's rules of five.The targets of active compounds were further predicted through the SwissTargetPrediction platform.Differentially expressed genes(DEGs)were determined from the human H1N1 influenza dataset GSE90732 available in the Gene Expression Omnibus database(GEO).H1N1-Homo sapiens-related protein-protein interactions(PPIs)were gathered from the Pathogen-Host Interaction Search Tool(PHISTO).The above mentioned bioinformatic datasets were integrated.Then a PPI network and a Formula-virus-host interaction network were constructed using Cytoscape.Functional enrichment analyses were performed by using R software.Finally,molecular docking was carried out to evaluate the binding activities between the key compounds and targets.Results A total of 1 252 active compounds,1 415 targets,951 influenza-related DEGs,and 10 142 H1N1-Homo sapiens-related PPIs were obtained.There were 72 intersection targets between the Modified Lugen Formula and influenza.Functional enrichment analyses showed that these targets are closely related to host defense and programmed cell death.The network topological analysis showed that active compounds in the Modified Lugen Formula,such as oleanolic acid,γ-undecalactone,and longispinogenin,regulate viral proteins M2,NA,NS1,and HA and/or the host factors HSP90AA1,NRAS,and ITGB1,thus exert therapeutic effect.Molecular docking results confirmed that these compounds had a good binding ability with the targets.Conclusion Multiple active ingredients in Modified Lugen Formula directly target influenza virus proteins and/or host factors,thereby play an anti-influenza role in multiple dimensions,including inhibiting virus replication,regulating host defense and cell death.This study provides a theoretical basis for further experimental analysis of the action mechanism of the Modified Lugen Formula in treating influenza.

BACKGROUND:Stem cell transplantation is a new way to prevent and cure intervertebral disc degeneration.However,whether the transplanted stem cells can survive,proliferate,differentiate,and restore the function of nucleus pulposus cells after transplantation,is the key and difficult point to overcome. OBJECTIVE:To explore the effects of Bushenhuoxue decoction on survival,proliferation,and nucleus pulposus-like differentiation of adipose-derived stem cells. METHODS:A Transwell chamber was used to construct a co-culture model of human adipose-derived stem cells and human degenerative nucleus pulposus cells.The experiment was divided into control group,model group,drug-containing serum group,and drug-free serum group.Except for the control group,the co-culture system of other groups was treated with 50 μmol/L tert-butyl hydrogen peroxide for 24 hours.The drug-containing serum group and drug-free serum group were treated with DMEM low-glucose complete culture medium containing drug-containing serum of Bushenhuoxue decoction or drug-free serum with 20％volume fraction for 48 hours.The sublayer adipose-derived stem cells were taken.Toluidine blue staining was used to detect proteoglycan synthesis levels.Real-time PCR method was used to detect mRNA expression of type Ⅱ collagen,proteoglycan and SRY-box transcription factor 9.The protein expression of SOX9 was detected by western blot assay.Lactate dehydrogenase assay was used to detect cytotoxicity.Flow cytometry was used to detect reactive oxygen species,and β-galactosidase staining was used to detect cell senescence. RESULTS AND CONCLUSION:(1)Compared with the control group,the proportion of necrotic cells in the model group increased;toluidine blue staining became lighter,and the expression levels of type Ⅱ collagen,proteoglycan,SOX9 mRNA and SOX9 protein decreased(P<0.05).Compared with the model group,the drug-containing serum of Bushenhuoxue decoction could significantly reduce cell injury and promote the expression of type Ⅱ collagen,proteoglycan,SOX9 mRNA,and SOX9 protein(P<0.05),but the improvement in the drug-free serum group was not significant(P>0.05).(2)Compared with the control group,the contents of cytotoxicity,reactive oxygen species,and cell senescence in the model group were significantly increased.Compared with the model group,the microenvironment of the coculture system was significantly improved by drug-containing serum of Bushenhuoxue decoction(P<0.05),while drug-free serum had no significant effect on the microenvironment of the co-culture system(P>0.05).(3)The results show that Bushenhuoxue decoction can promote the survival,proliferation,and nucleus pulposus-like differentiation of adipose-derived stem cells.

Objective:To summarize the imaging features of severe unilateral transverse sinus and sigmoid sinus thromboses, and evaluate the efficacy and safety of intravascular interventional therapy in them.Methods:Thirty-seven patients with severe unilateral transverse sinus and sigmoid sinus thromboses clinically mainly manifested as intracranial hypertension and accepted endovascular intervention in Department of Interventional Radiology, First Affiliated Hospital of Zhengzhou University from June 2012 to September 2022 were chosen; their clinical data were retrospectively analyzed and imaging features were summarized. Short-term efficacy was evaluated according to blood flow restoration degrees and pressure gradient reduction in the occlusive sinus and modified neurological symptoms before and after endovascular intervention. Hospitalized complications were observed; safety and long-term efficacy were evaluated according to postoperative clinical follow-up and imaging results 6-12 months after endovascular intervention.Results:(1) Preoperative brain MRI and (or) CT showed different degrees of swelling of the brain tissues, with the affected side as the target; mixed signals/density shadow could be seen in the blocked transverse sinus and sigmoid sinus; venous cerebral infarction or post-infarction cerebral hemorrhage could be combined in some patients. MRV, CTV and DSA showed poor or completely occluded transverse sinus and sigmoid sinus while normal in the contralateral side; obvious thrombus filling-defect was observed in the occluded venous sinus after mechanical thrombolysis. (2) Occlusive sinus blood flow was restored in all patients after endovascular intervention, and pressure gradient of the occlusive segment decreased from (16.6±3.3) mmHg before to (2.8±0.8) mmHg after endovascular intervention. Before discharge, clinical symptoms of all patients were significantly improved (modified Rankin scale [mRS] scores of 0 in 30 patients, 1 in 5 patients, 2 in 1 patient and 3 in 1 patient), and 2 patients had unilateral limb movement disorder (muscle strength grading III and IV, respectively). All patients received clinical follow-up for (9.6±3.0) months. At the last follow-up, neurological function obviously improved compared with that before endovascular intervention, without new neurosystem-related symptoms (mRS scores of 0 in 30 patients, 1 in 6, and 2 in 1 patient). In 34 patients received MRV or DSA follow-up, 28 had complete recanalization of occlusive sinus and 6 had partial recanalization, without obvious stenosis or recurrent occlusion.Conclusions:Severe unilateral transverse sinus and sigmoid sinus thrombosis can cause local intracranial venous blood stasis, and then cause "increased regional venous sinus pressure", which is manifested as unilateral brain tissue swelling and even venous cerebral infarction or post-infarction cerebral hemorrhage. Early diagnosis and endovascular intervention can obviously improve the prognosis of these patients, enjoying good safety.

Objective To explore the application value of combined detection of serum neutrophil gelati-nase-associated lipocalin(NGAL)and calprotectin in patients with fracture in early infection after joint re-placement surgery.Methods A total of 206 fracture patients who underwent joint replacement surgery in a hospital from July 2021 to July 2022 were selected as the study objects,and divided into infection group(n=29)and non-infection group(n=177)according to whether infection occurred after joint replacement surgery.Serum NGAL and calprotectin levels were detected by enzyme-linked immunosorbent assay,and the influencing factors of infection after joint replacement surgery in fracture patients were analyzed by multivari-ate Logistic regression.The receiver operating characteristic curve was drawn to analyze the diagnostic efficacy of serum NGAL and calprotectin combined detection in early infection after joint replacement surgery in frac-ture patients.Results The proportion of diabetes mellitus and erythrocyte sedimentation rate(ESR)in infec-tion group were significantly higher than those in non-infection group,while albumin was significantly lower than that in non-infection group,with statistical significance(P＜0.05).The levels of serum NGAL and cal-protectin in postoperative infection group were significantly higher than those in postoperative non-infection group,with statistical significance(P＜0.05).Serum NGAL,calprotectin,ESR and diabetes mellitus were risk factors for early infection after joint replacement surgery,while serum albumin was protective factor(P＜0.05).The area under the curve for the diagnosis of early infection after joint replacement surgery in patients with fracture was 0.838,0.813 and 0.934,respectively,and the combination of serum NGAL,calprotectin,and both were superior to the diagnosis of serum NG AL and calprotectin alone(Z=2.720,2.357,P=0.007,0.018).Conclusion The combined detection of serum NGAL and calprotectin has better diagnostic efficacy for early infection after joint replacement surgery in fracture patients,and has certain application value for clinical prognosis.

Alzheimer's disease(AD),the most common progressive neurodegenerative disease in dementia,is also a special lipid disease.From the perspective of modern medicine,cholesterol homeostasis is an important risk factor for AD.Amyloid-beta plaque deposition,neurofibrillary tangles,and large amount of lipid granule accumulation are typical pathological features of AD.From the perspective of TCM,turbidity is the key to the pathogenesis of AD.Phlegm turbid,stasis turbid and turbid toxin are the concrete derivation of turbidity,which are the standard of AD.Cholesterol is the greasy lipid which is produced from of the essence of water and food,the disturbance of cholesterol homeostasis is a typical embodiment of the pathogenesis mechanism of endogenous turbidity.Regulating cholesterol homeostasis by traditional Chinese medicine may be a new direction for the treatment of AD in the future.Focusing on the modern research of cholesterol homeostasis,taking the theory of turbidity as the starting point,this paper analyzed the correlation between the connotation of turbidity theory and the imbalance of cholesterol homeostasis as well as the pathogenesis mechanism,and further elucidated the clinical application results in the treatment of AD from the aspects of phlegm turbid,stasis turbid and turbid toxin,so as to better guide clinical practice and scientific research.

Low-intensity pulsed ultrasound(LIPUS)is a low-cost,non-invasive and safe treatment method mainly used for musculoskeletal diseases,especially for fractures and nonunion.This article reviews the therapeutic effects of LIPUS on various musculoskeletal and nervous system diseases and analyzes its mechanism and potential targets.It is found that besides fracture and nonunion,LIPUS also has clinical application prospect in treating osteoporosis,muscle injury,and motor nervous system diseases.

Purpose To explore the value of deep learning ultrasound radiomics nomogram in assessing the biological characteristics of invasive metastases in invasive breast cancer.Materials and Methods A retrospective collection of ultrasound imaging data from 180 pathologically confirmed invasive breast cancer between January 2021 to December 2022 in Maoming People's Hospital was conducted,with pathological reports indicating the status of lymph node metastasis(LNM),lymphovascular space invasion(LVSI)or perineural invasion(PNI),according to the LNM/LVSI/PNI status,the three indexes were divided into the training cohort and the verification cohort by 8∶2.Based on Pyradiomics and ResNet50 deep learning extractor,1 316 radiomic features and 2 048 deep learning features were extracted,respectively.The random forest machine learning algorithm was employed to develop evaluation models,and the model scores were calculated.The deep learning radiomics nomograms were developed based on the radiomic and deep learning model scores.The receiver operating characteristic curve was used to assess the performance of the models.The Delong test was applied to analyze the performance differences between different models.Results In the evaluation of LNM,LVSI and PNI status,the area under the curve of all the nomogram in the cohorts demonstrated moderate or above assessment performance(≥0.73),with accuracies all greater than 0.70.Specifically,in the LNM evaluation,the area under the curve of the training cohort was 0.97,the accuracy was 0.93,the sensitivity was 0.88 and the specificity was 0.96.Through the Delong test,the assessment performance of the nomograms was superior to the radiomics models(LNM,Z=2.04,P=0.04;LVSI,Z=2.80,P=0.01;PNI,Z=3.52,P<0.01),and was superior to or similar to the deep learning models(LNM,Z=4.52,P<0.01;LVSI,Z=1.86,P=0.06;PNI,Z=0.31,P=0.76)in the training cohort.Conclusion The deep learning radiomics nomogram can effectively evaluate the biological characteristics of invasion and metastasis in invasive breast cancer.The nomogram improves the assessment performance by integrating the radiomic and deep learning feature information.

Objective: To investigate the influencing factors of depressive symptoms among rural elderly patients with chronic diseases in China, so as to provide insights into depression prevention and control among the rural elderly patients with chronic diseases. Methods: The basic demographics, health status, and lifestyle of rural residents at ages of 65 years and older who had at least one chronic disease were retrieved from The Chinese Longitudinal Healthy Longevity Survey (CLHLS) database in 2018, and participants' depressive symptoms were assessed with The Center for Epidemiological Studies Depression-10 (CES-D-10) scale. Factors affecting the depressive symptoms were identified with a multivariable logistic regression model. Results: Totally 5 146 rural elderly patients with chronic diseases were enrolled, including 2 373 men (46.11%) and 2 773 women (53.89%). The prevalence of depressive symptoms was 27.13%. Multivariable logistic regression analysis identified having two and more children (OR=0.614, 95%CI: 0.387-0.975), living alone (OR=1.450, 95%CI: 1.192-1.764), life satisfaction (general, OR=1.933, 95%CI: 1.651-2.264; low, OR=5.366, 95%CI: 3.488-8.254), self-assessed health status (general, OR=2.697, 95%CI: 2.284-3.185; poor, OR=5.338, 95%CI: 4.262-6.685), disability in instrumental activities of daily living (OR=1.592, 95%CI: 1.328-1.908), sleep duration (normal, OR=0.502, 95%CI: 0.429-0.586; too long, OR=0.494, 95%CI: 0.405-0.603), exercise (OR=0.721, 95%CI: 0.607-0.856), watching TV (OR=0.787, 95%CI: 0.664-0.933), and gardening activities (OR=0.781, 95%CI: 0.626-0.975) as factors affecting depressive symptoms among rural elderly patients with chronic diseases. Conclusions The prevalence of depressive symptoms was 27.13% among rural elderly patients with chronic diseases. Number of children, living style, life satisfaction, health status, sleep duration, exercise, watching TV, and gardening activities are associated with the development of depressive symptoms among rural elderly patients with chronic diseases.

Objective: To investigate the plasma levels of interleukin-6 (IL-6), C-reactive protein (CRP), D-dimer (D-D) and fibrinogen (Fib) among patients with pneumoconiosis, so as to provide insights into the prevention of thrombosis among patients with pneumoconiosis. Methods: Ninety-six male coal workers with stable-stage pneumoconiosis admitted to China Pingmei Shenma Group Occupational Disease Prevention and Control Hospital from February 2019 to February 2021 were included in the pneumoconiosis group, and 43 male healthy volunteers in the hospital during the same period were selected as the control group. The plasma D-D, Fib, IL-6 and CRP levels were detected from subjects in the two groups. The associations of plasma D-D and Fib levels with IL-6 and CRP levels were examined using Pearson correlation analysis among pneumoconiosis patients. Results: Participants in the pneumoconiosis group and the control group had a mean age of (52.91±3.89) and (52.64±4.12) years, D-D of (1.28±0.91) and (0.44±0.11) mg/L, Fib of (4.41±0.98) and (2.88±0.61) g/L, IL-6 of (0.63±0.19) and (0.42±0.06) ng/L and CRP of (3.30±1.65) and (1.35±0.12) mg/L, respectively. Higher plasma D-D, Fib, IL-6 and CRP levels were detected in the pneumoconiosis group than in the control group (all P<0.05). The plasma D-D level correlated positively with IL-6 level among pneumoconiosis patients (r=0.347, P<0.001). Conclusion High plasma IL-6, CRP, D-D and Fib levels are detected among patients with pneumoconiosis, and the plasma D-D level correlates positively with IL-6 level among patients with pneumoconiosis.