In recent years, artificial intelligence (AI) technology has advanced rapidly and has been widely applied in various fields such as medicine and pharmacy, accelerating the drug development process. Focusing on the application of AI in the discovery and optimization of lead compounds, this review provides a detailed introduction to AI-assisted virtual screening and molecular generation methods for discovering lead compounds, while particularly highlighting the cases of AI-drived drugs into clinical trials. Additionally, we briefly outline the application of AI basic algorithm models in quantitative structure-activity relationship (QSAR) and drug repurposing, offering insights for AI-based drug discovery.

Objective:To investigate the epidemiological and clinical characteristics of human parainfluenza viruses (HPIVs) infection among hospitalized children with community-acquired pneumonia (CAP) in China, and provide basic data for diagnosis, treatment and prevention of HPIVs infection.Methods:From November 2014 to February 2020, 5 448 hospitalized children with CAP were enrolled in 14 hospitals in 11 provinces and municipalities directly under the Central Government in southern China and northern China. Nasopharyngeal aspirates or throat swabs were collected, and the nucleic acids of 18 types respiratory viruses including HPIV1-4 were screened by suspension array technology. Demographic data and clinical information were collected for statistical analysis.Results:The total detection rate of HPIVs in 5 448 children with CAP was 8.83% (481/5 448), and the detection rate in males was higher than that in females (62.79% vs. 37.21%; χ2=0.000, P=0.992). The detection rate of HPIVs in 1~< 3 years age group was higher than that in other age groups, and the difference was statistically significant ( χ2=61.893, P<0.001). The detection rate of HPIVs in the northern region was higher than that in the southern region (9.02% vs 8.65%), but the difference was not statistically significant ( χ2=0.239, P=0.625). The prevalence of HPIV1-4 in northern and southern China was not completely same. HPIV1 was mainly prevalent in autumn in both northern and southern regions. HPIV2 was prevalent in summer in northern China, and the detection rate was low in southern China. HPIV3 reached its peak in both spring and summer in both northern and southern China, but its duration was longer in southern China than in northern China. HPIV4 is mainly popular in autumn in both southern China and northern China. Among 481 children infected with HPIVs, 58.42% (281/481) were infected with HPIV alone, and the main clinical manifestations were cough (90.75%) and fever (68.68%). Out of the HPIV-positive cases, 42.62% (205/481) were co-infected with another type of HPIV or a different virus, while 11.43% (55/481) had co-infections with two or more different viruses. HPIV3 was the most common type of co-infection with other viruses. HPIV3 infection accounted for the largest proportion (76.80%) in 47 HPIVs-positive children with severe pneumonia. Conclusions:HPIVs is one of the most important pathogens causing CAP in children in China, and children under 3 years of age are the main populations of HPIVs infection. The prevalence characteristics of all types of HPIVs in children in the north and south are not completely same. HPIV3 is the dominant type of HPIV infections and causes more severe diseases.

Objective: To understand the detection rate, epidemic pattern of respiratory syncytial virus (RSV) in hospitalized children with acute lower respiratory tract infection (ALRTI) in China. Methods: From June 2017 to March 2020, a prospective multi-center study on the viral aetiology among hospitalized children with ALRTI was conducted in six pediatrics hospital of North China, Northeast, Northwest, South China, Southeast, and Southwest China. A total of 2 839 hospitalized children with ALRTI were enrolled, and the respiratory specimens were collected from these cases. A multiplex real-time RT-PCR assay were employed to screen the respiratory viruses, and the molecular epidemiological and clinical characteristics of children infected with RSV were analyzed. Results: The positve rate of RSV was 18.6% (528/2 839), and the positive rate of RSV in different regions ranged from 5.5% to 44.3%. The positive rate of RSV in male was higher than that in female (20.2% vs 16.3%), and there was a significant statistically difference between two groups (χ2=6.74, P=0.009). The positive rate of RSV among children under 5 years old was higher than that among children older than 5 years old (22.3% vs 4.5%), and there was a significant statistically difference between two groups (χ2=97.98,P<0.001). The positive rate of RSV among the <6 months age group was higher than that of other age groups (all P<0.05). During January 2018 and December 2019, RSV was detected in almost all through the year, and showed peaks in winter and spring. RSV-positive cases accounted for 17.0% (46/270) among children with severe pneumonia, including 36 cases infected with RSV alone. Conclusion: RSV is an important viral pathogen in children under 5 years old with ALRTI in China. The virus can be detected almost all through the year and reached the peak in winter and spring. RSV could lead to severe pneumonia in children and caused huge threaten to children's health.
Child ; Humans ; Male ; Female ; Infant ; Child, Preschool ; Respiratory Syncytial Virus Infections/epidemiology* ; Child, Hospitalized ; Prospective Studies ; Respiratory Tract Infections/epidemiology* ; Respiratory Syncytial Virus, Human ; China/epidemiology*

Hypoxemia is a common complication of pneumonia, asthma, and bronchopulmonary dysplasia in children.Rapid identification of hypoxemia is of great significance for the disposal and management of critical children.Pulse oximetry is recognized by the World Health Organization as the best way to monitor hypoxemia in children, and it can monitor pulse oxygen saturation noninvasively and continuously.Based on the related literature at home and abroad, combined with the clinical needs of pediatrics, the " Expert consensus on clinical application of pulse oximetry in children" is formulated to improve the understanding of pediatricians and nurses on the application in pediatric clinical practice, principle, operation techniques, and limitations of pulse oximetry.

Objective:To investigate the knowledge, attitudes, and practices (KAP) of pulse oximetry among pediatric healthcare providers in China and analyze the factor influencing the KAP.Methods:A self-developed questionnaire was used for an online research on the KAP of 11 849 pediatric healthcare providers from 31 provinces, autonomous regions, and municipalities of China from March 11 to 14, 2022.The factors influencing the KAP of pulse oximetry among pediatric healthcare providers were examined by Logistic regression. Results:The scores of KAP, of pulse oximetry were 5.57±0.96, 11.24±1.25 and 11.19±4.54, respectively.The corresponding scoring rates were 69.61%, 74.95%, and 55.99%, respectively. Logistic regression results showed that the gender and working years of pediatric healthcare providers, the region they were located, and whether their medical institution was equipped with pulse oximeters were the main factors affecting the knowledge score (all P<0.05). Main factors influencing the attitude score of pediatric healthcare providers included their knowledge score, gender, educational background, working years, region, medical institution level, and whether the medical institution was equipped with pulse oximeters (all P<0.05). For the practice score, the main influencing factors were the knowledge score, gender, age, and whether the medi-cal institution was equipped with pulse oximeters (all P<0.05). Conclusions:Chinese pediatric healthcare providers need to further improve their knowledge about and attitudes towards pulse oximetry.Pulse oximeters are evidently under-used.It is urgent to formulate policies or guidelines, strengthen education and training, improve knowledge and attitudes, equip more institutions with pulse oximeters, and popularize their application in medical institutions.

Objective To investigate the effect of mircoRNA-128-3p (miR-128-3p) on epithelial-mesencfrymal transition (EMT) of ovarian cancer cells and its regulatory mechanism on zinc finger E-box binding homobox 1(ZEB1). Methods Real-time PCR technology was used to detect the expression of miR-128-3p in epithelial ovarian cancer tissue (EOC) and adjacent normal tissue (30 cases each), and to observe whether there was a difference. Two human ovarian cancer cell lines, SK0V3 and A2780, were selected and transfected respectively. MiR-128-3p mimic (miR-128-3p mimic group) and negative control mimic (NC mimic group) were used to detect the expression of miR-128-3p in 4 groups by Real-time PCR to verify the interference effect. Transwell assay was used. The migration and invasion abilities of the four groups of cells were observed. The regulatory relationship between miR-128-3p and ZEBl was verified by dual luciferase assay, and the expression level of ZEBl protein after overexpression of miR-128-3p was detected by Western blotting; pcDNA-ZEBl was transfected into SK0V3 and A2780 cell lines to make it overexpression of ZEBl was divided into NC mimic group, miR-128-3p mimic group, and miR-128-3p mimic+pcDNA-ZEBl group. Western blotting was used to detect the EMT-related protein E-cadherin in 6 groups of cells and the expression level of vimentin. Results Real-time PCR result showed that the expression of miR-128-3p in EOC tissues decreased compared with that in adjacent tissues (P < 0. 01); The relative expression of miR-128-3p in the miR-128-3p mimic group was higher than that in the NC mimic group, while the numbers of migrating cells and invasive cells were lower than those in the NC mimic group (P < 0 . 0 1) . The result of dual luciferase experiments showed that miR-128-3p had a negative regulatory effect on ZEBl. In SK0V3 and A2780 cells, the relative expression of ZEBl protein in the miR-128-3p mimic group was lower than that in the NC mimic group, while the relative protein expression of E-cadhein was higher than that in the NC mimic group (P < 0 . 0 1) . The relative protein expression of E-cadhein in the miR-128-3p mimic+pcDNA-ZEBl group was lower than that in the miR-128-3p mimic group (P < 0 . 0 1) . In SKOV3 and A2780 cells, the relative protein expression of vimentin in the miR-128-3p mimic group was lower than that in the NC mimic group, and the relative protein expression of vimentin in the miR-128-3p mimic+pcDNA-ZEBl group was higher than that in the miR-128-3p mimic group (P < 0 . 0 1) . Conclusion The expression of miR-128-3p decreases in epithelial ovarian cancer tissues, which ma)' be due to the regulation of ZEBl to affect the expression of EMT-related proteins and participate in the EMT process of ovarian cancer cells.

Objective:To analyze the dominant genotypes and epidemic characteristics of human rhinovirus (HRV) in pediatric community-acquired pneumonia (CAP) in China.Methods:Between June 2017 to December 2019, throat swabs or nasopharyngeal aspirates were collected from pediatric CAP patients hospitalized in 6 medical institutions in Southern and Northern China (bounded by Qinling and Huaihe River), respectively.A total of 16 species of common respiratory viruses were screened using respiratory pathogen detection kits.Samples with positive HRV were genotyped for further epidemiological analysis.Results:The total detection rate of HRV in pediatric CAP (2 913 cases) was 12.2%(356 cases) in this study, which was 10.3%(145/1 410 cases) and 14.0%(211/1 503 cases) in Northern and Southern China, respectively.The detection rate of HRV in the Southern region was significantly higher than that in the Northern region, the difference was statistically significant( χ2=9.562, P=0.002). Epidemiological analysis showed that the distribution of HRV-positive cases in the Northern region was similar in all age groups, while 90.5% of positive cases in the Southern region were infants under 3 years.Classified by seasonal distribution, HRV-positive cases in the Northern region were mainly distributed in summer and autumn, while those in the Southern region were mainly distributed in spring and autumn.The coinfection rate of HRV and other pathogens was 40.7%, which was significantly higher in the Southern region than that of Northern region (49.0% vs.28.0%), the difference was statistically significant( χ2=15.801, P<0.001). The most common pathogens mixed with HRV were respiratory syncytial virus (RSV), human boca virus (HBOV) and parainfluenza virus type Ⅲ (PIV3) in the Northern region, with the mixed infection rate of 5.0%, 5.0% and 4.0%, respectively, which were RSV, PIV3 and human metapneumovirus (HMPV) in the Southern region, with the mixed infection rate of 9.0%, 7.0% and 6.0%, respectively.The genotyping results showed that all three HRV genotypes were detected.HRV-A (118/220 cases) was the dominant genotype, followed by HRV-C(82/220 cases). Conclusions:The detection rate of HRV in pediatric CAP cases is 12.2% in this study.There are significant differences in age and seasonal distribution of HRV-positive cases in the Southern and Northern regions.Coinfection of HRV and other pathogens is detected.The coinfection rate is significantly higher in the Southern region than that in the Northern region.HRV-A is the dominant genotype, followed by HRV-C.

Objective: To explore the structure and reaction sites of the reaction products of chlorogenic acid and sodium sulfite,and the chemical changes of chlorogenic acid in Lonicerae Japonicae Flos after sulfur fumigating. Method: Chlorogenic acid was reacted with sodium sulfite under mild conditions. Liquid chromatography-mass spectrometry-ion trap-time-of-flight (LC-MS-IT-TOF) and ¹H nuclear magnetic resonance spectroscopy (¹H-NMR) detection techniques were used to detect the reaction products,and the sulfur-fumigated and unsulfurized Lonicerae Japonicae Flos water extract was detected by LC-MS-IT-TOF. Result: After analyzing the mass spectrometry data of fragment ion,molecular cleavage and accurate molecular weight,according to the results of nuclear magnetic signals of chemical shift,peak intensity and peak splitting, the products of chlorogenic acid and sodium sulfite were preliminarily identified as chlorogenic acid α,β-unsaturated carbonyl addition product:3-((3-(3,4-dihydroxyphenyl)-2-sulfopropyl)oxy)-1,4,5-trihydroxycyclohexane-1-carboxylic acid or 3-((3-(3,4-dihy droxyphenyl)-3-sulfopropyl)oxy)-1,4,5-trihydroxycyclohexane-1-carboxylic acid,and the same characteristic fragments were detected as the addition product in the sulfur fumigated Lonicerae Japonicae Flos,but not found in the unsulfurized. Conclusion: It is the first time to demonstrate the structure and reaction sites of chlorogenic acid and sulfurous acid reaction products,and detect the chlorogenic acid sulfite addition product in sulfur-fumigated Lonicerae Japonicae Flos. Although it is still unclear how the sulfite addition compound produced by sulphur Lonicerae Japonicae Flos affects the efficacy and toxicological activity of Lonicerae Japonicae Flos,we shall still pay attention to the changes of active ingredients in sulphuric medicinal materials. Besides,this study can also provide reference for the studies of chemical composition changes after sulfuration of traditional Chinese medicine containing α,β-unsaturated carbonyl structure.

OBJECTIVE: To compare clinical efficacy of long Gamma 3 nail and proximal femur locking plate (PFLP) in treating femoral subtrochanteric fractures. METHODS: From January 2010 to January 2017, clinical data of 58 patients with subtrochanteric fractures followed more than 12 months were retrospective analyzed. Among them, 35 patients were treated with long Gamma 3 nail including 18 males and 17 females aged from 25 to 78 years old with an average of(66.5±23.5) years old;Causes of injury included fall on the ground in 18 cases, traffic accidents in 7 cases, and fall from height in 10 cases. The other 23 patients were treated with PFLP fixation including 8 males and 15 females aged from 31 to 81 years old with an average of (63.4±22.4) years old;Causes of injury included fall on the ground in 12 cases, traffic accidents in 6 cases, and fall from height in 5 cases. Operative time, blood loss (intraoperative and hidden blood loss), hospital stays, bone healing and complications were observed and compared. Harris hip score after 1-year following-up was used to evaluate postoperative clinical effect. RESULTS: Fifty-one patients were followed up from 14 to 36 months with an average of 24.8 months, including 31 patients were treated with long Gamma 3 and 20 patients were treated with PFLP. Blood loss(intraoperative and hidden blood loss) in PFLP group was less than that of long Gamma 3 nail group(<0.05). There was no significant in operative time, hospital stays and complications between two groups(>0.05). There was no significant differences in healing time of fractures between long Gamma 3 nail group (17.2±2.4) weeks and PFLP group (18.1±2.6) weeks(<0.05). At 1-year following-up, there was no significant differences in Harris hip score between long Gamma 3 nail group(80.29±10.28) and PFLP group (76.49±12.28)(<0.05). No complications such as pulmonary embolism and nonunion occurred. Two patients were treated with fitler whose occurred deep vein thrombosis. Postoperative pulmonary infection curred in 4 cases and was cured by anti-infection therapy. CONCLUSIONS Both of long Gamma 3 nail and PFLP in treating patients with femoral subtrochanteric fractures can receive good clinical effects, long Gamma 3 nail is not suitable for the patients of the narrow medullary cavity and prominent anterior arch. PFLP is eccentric fixation, so early weight-bearing was not stress.
Adult ; Aged ; Aged, 80 and over ; Bone Nails ; Female ; Femoral Fractures ; surgery ; Fracture Fixation, Intramedullary ; Humans ; Male ; Middle Aged ; Retrospective Studies ; Treatment Outcome

Novel series of limonin derivatives (V-A-1-V-A-8, V-B-1-V-B-8) were synthesized by adding various tertiary amines onto the C (7)-position of limonin. The synthesized compounds possessed favorable physicochemical property, and the intrinsic solubility of the novel compounds were significantly improved, compared with limonin. Different pharmacological models were used to evaluate the analgesic and anti-inflammatory activities of the target compounds. Compound V-A-8 exhibited the strongest in vivo activity among the novel limonin analogs; its analgesic activity was more potent than aspirin and its anti-inflammatory activity was stronger than naproxen under our testing conditions.
Analgesics ; administration & dosage ; chemical synthesis ; chemistry ; Animals ; Anti-Inflammatory Agents ; administration & dosage ; chemical synthesis ; chemistry ; Drug Discovery ; Edema ; drug therapy ; Humans ; Limonins ; administration & dosage ; chemical synthesis ; chemistry ; Mice ; Molecular Structure ; Pain ; drug therapy