Objective To propose a sperm classification model based on convolutional neural network to enhance the accuracy of sperm morphological classification.Methods A FT-EfficientNet model was constructed using EfficientNetB0 as the base model,which was fine-tuned by data preprocessing enhancement,transfer learning and cosine decay.Classification experi-ments were performed on the sperm public datasets SCIAN-Morpho and HuSHeM,and the datasets were segmented and vali-dated using 5-fold cross-validation.The classification results by the FT-EfficientNet model were compared with those by the cascade ensemble of support vector machines(CE-SVM)model,the adaptive patch-based dictionary learning(APDL)model,fine tuning of visual geometry group(FT-VGG)model,morphological classification of human sperm heads(MH-HSH)model and transfer learning(TL)model.Ablation experiments were performed in the SCIAN-Morpho dataset to verify the effect of different fine-tuning methods on the model.Results The FT-EfficientNet model proposed had the accuracy,precision and F1 score on the SCIAN-Morpho validation set being 64.1％,63.8％and 64.8％,respectively,which were better than CE-SVM,APDL,FT-VGG and MC-HSH models.The recall rate of the model proposed(65.2％)was slightly lower than that of MC-HSH model(68.0％).The accuracy,precision,F1 score and recall rate on the HuSHeM validation set was 95.4％,95.8％,95.4％and 96.0％,respectively,which were slightly lower than those of TL model while better than those of CE-SVM,APDL,FT-VGG and MC-HSH models.Ablation experiments showed the FT-EfficientNet model behaved the best in fine-tuning.Conclusion The sperm classification model based on convolutional neural network facilitates sperm morphology classification with high accuracy and performance.[Chinese Medical Equipment Journal,2024,45(10):7-13]

Objective To investigate the prevalence of tension-type headache(TTH)in children and adolescents aged 0-19 years globally in 1990-2021,and to provide a basis for the prevention and treatment of TTH.Methods Based on the Global Burden of Disease Study data,the age-standardized prevalence distribution of TTH and its changing trend were analyzed among the children and adolescents aged 0-19 years,with different sexes,age groups,sociodemographic index(SDI)regions and countries/territories.Results The age-standardized prevalence rate(ASPR)of TTH in children and adolescents aged 0-19 globally in 2021 was 17 339.89/100 000,which was increased by 1.73%since 1990.The ASPR in females was slightly higher than that in males(1990:17 707.65/100 000 vs 16 403.78/100 000;2021:17 946.29/100 000 vs 16 763.09/100 000).The ASPR in adolescence was significantly higher than that in school-aged and preschool periods(1990:27 672.04/100 000 vs 10 134.16/100 000;2021:28 239.04/100 000 vs 10 059.39/100 000).Regions with high SDI exhibited a higher ASPR than the other regions,with significant differences in prevalence rates across different countries.From 1990 to 2021,there was a slight increase in global ASPR,with an average annual percentage change(AAPC)of 0.06%.Females experienced a smaller increase than males based on AAPC(0.04%vs 0.07%).There was reduction in ASPR in preschool and school-aged groups,with an AAPC of-0.02%,while there was a significant increase in ASPR in adolescence,with an AAPC of 0.07%.ASPR decreased in regions with low-middle and low levels of SDI,with an AAPC of-0.02%and-0.04%,respectively,while it increased in regions with middle SDI,with an AAPC of 0.24%.Conclusions There is a consistent increase in the ASPR of TTH in children and adolescents aged 0-19 years globally,with significant differences across sexes,age groups,SDI regions and countries/territories.

DRG payment reform is an important means to control the unreasonable growth of medical expenses, improve the quality of medical services and achieve a win-win situation among three sides of hospitals, medical insurance and patients. This study adopted the Smith policy implementation process model to analyze the difficulties in the DRG policy implementation process from four aspects(idealized policies, policy implementation institutions, target groups, and policy environment), including the deviation between policy connotations and actual needs; the interest objectives of all parties were not completely aligned, the target group lacked a sense of identity, and the social impact and technological support needed to be improved. It was suggested that optimization should be carried out from four dimensions: policy supply coordination and precision, performance evaluation and personnel literacy, target group cognitive level and participation willingness, and policy implementation environment and atmosphere, in order to synergistically promote the effective implementation of DRG policies.

The central circadian clock and feeding rhythm coordinately reset peripheral circadian clocks. Emerging evidence suggests that feeding rhythm resets peripheral circadian clocks in a tissue-specific manner. This study aimed to determine whether and how feeding rhythm regulates circadian rhythms of the circadian clock and metabolic genes in brown adipose tissue (BAT). We applied different regimens of time-restricted feeding (TRF) in wildtype and Per1/2 deficient C57BL/6 mice, and quantified the effects of sex, treatment duration, constant light, and circadian clock on circadian rhythms of the BAT circadian clock and metabolic genes by RT-qPCR; Representative circadian clock genes are Bmal1, Nr1d1, Dbp, and Per2, and representative metabolic genes are uncoupling protein 1 (Ucp1), 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3 (Pfkfb3) that controls the flux through glycolysis, pyruvate dehydrogenase kinase isozyme 4 (Pdk4) gating the tricarboxylic acid cycle, and carnitine palmitoyltransferase 1A (Cpt1a) that controls mitochondrial fatty acid oxidation. The results showed that, daytime-restricted feeding (DRF) moderately shifted the phase of the BAT circadian clock in female mice within 7 or 36 d, and resulted in the loss of circadian rhythm in Dbp and Per2 transcripts in males. DRF induced de novo oscillation of the Ucp1 transcript, and shifted the phase of representative metabolic genes, such as Pfkfb3, Pdk4, and Cpt1a, more than 7 h. Constant light is known to disrupt the synchrony of the central circadian clock. The results showed that constant light promoted phase entrainment of the circadian clock by DRF in BAT, but abolished the oscillation of the metabolic genes (except for Pdk4). Despite combined treatment with Per1/2 deficiency and constant darkness, DRF was sufficient to drive circadian rhythms of Bmal1 and Dbp, but not those of Nr1d1, Ucp1, Pfkfb3, and Cpt1a. Overall, the circadian clock of BAT has weak adaptation to altered feeding rhythms and sex differences. The central circadian clock antagonizes DRF in the entrainment of the BAT circadian clock, whereas DRF resets circadian rhythms of metabolic genes, such as Ucp1, Pfkfb3, and Cpt1a, in a circadian clock-dependent manner.
Female ; Male ; Animals ; Mice ; Mice, Inbred C57BL ; Circadian Clocks ; Adipose Tissue, Brown ; ARNTL Transcription Factors ; Circadian Rhythm

OBJECTIVE: To explore the mechanism of electroacupuncture (EA) for the regulation of lipid production and improvement in obesity by mediating Wnt/β-catenin pathway through activating silent information regulator 1 (SIRT1). METHODS: Of 75 Wistar male rats, 10 rats were selected randomly as the normal group and fed with standard diet. The rest rats were fed with high-fat diet for 8 weeks to establish the obesity model. Forty rats of successful modeling were randomized into a model group, an EA group, an EA plus inhibitor group (EA+I group) and an agonist group, 10 rats in each one. In the EA group, EA was applied at "Guanyuan" (CV 4), "Zhongwan" (CV 12), "Zusanli" (ST 36) and "Fenglong" (ST 40), with continuous wave, 2 Hz in frequency and around 1 mA in intensity. The needles were retained for 20 min. In the EA+I group, sirtinol solution was injected from caudal vein and EA was exerted simultaneously. In the agonist group, resveratrol solution was given by intragastric administration. The intervention of the above three groups was given once every two days, 3 times a week, consecutively for 8 weeks. Before and after intervention, body mass and Lee's index were recorded in the rats of each group. After intervention, the levels of serum total cholesterol (TC), triglyceride (TG) and free fatty acid (FFA) were detected in the rats of each group. After intervention, the mass of white adipose tissue (WAT) and the area of adipocytes were compared in the rats among the 5 groups. Using Western blot method, the protein expressions of SIRT1, glycogen synthase kinase-3β (GSK3β), β-catenin, cyclin D1 and peroxisome proliferators-activated receptor γ (PPARγ) were detected in WAT in the rats of each group. RESULTS: After intervention, compared with the model group, the body mass and Lee's index were reduced in the rats of the EA group and the agonist group ( CONCLUSION Electroacupuncture remarkably improves the body mass, Lee's index and blood lipid metabolism and reduces WAT mass and adipocyte size in obesity model rats, which is probably related to up-regulating the protein expression of SIRT1 in WAT, activating Wnt/β-catenin pathway and inhibiting the expression of PPARγ of downstream lipogenic gene so as to affect lipid production.
Acupuncture Points ; Animals ; Electroacupuncture ; Male ; Obesity/therapy* ; Rats ; Rats, Wistar ; Sirtuin 1/genetics* ; Triglycerides ; beta Catenin/genetics*

OBJECTIVE: To investigate the clinical features and outcome of neonatal acute respiratory distress syndrome (ARDS) in southwest Hubei, China. METHODS: According to the Montreux definition of neonatal ARDS, a retrospective clinical epidemiological investigation was performed on the medical data of neonates with ARDS who were admitted to Department of Neonatology/Pediatrics in 17 level 2 or level 3 hospitals in southwest Hubei from January to December, 2017. RESULTS: A total of 7 150 neonates were admitted to the 17 hospitals in southwest Hubei during 2017 and 66 (0.92%) were diagnosed with ARDS. Among the 66 neonates with ARDS, 23 (35%) had mild ARDS, 28 (42%) had moderate ARDS, and 15 (23%) had severe ARDS. The main primary diseases for neonatal ARDS were perinatal asphyxia in 23 neonates (35%), pneumonia in 18 neonates (27%), sepsis in 12 neonates (18%), and meconium aspiration syndrome in 10 neonates (15%). Among the 66 neonates with ARDS, 10 neonates (15%) were born to the mothers with an age of ≥35 years, 30 neonates (45%) suffered from intrauterine distress, 32 neonates (49%) had a 1-minute Apgar score of 0 to 7 points, 24 neonates (36%) had abnormal fetal heart monitoring results, and 21 neonates (32%) experienced meconium staining of amniotic fluid. Intraventricular hemorrhage was the most common comorbidity (12 neonates), followed by neonatal shock (9 neonates) and patent ductus arteriosus (8 neonates). All 66 neonates with ARDS were treated with mechanical ventilation in addition to the treatment for primary diseases. Among the 66 neonates with ARDS, 10 died, with a mortality rate of 15% (10/66), and 56 neonates were improved or cured, with a survival rate of 85% (56/66). CONCLUSIONS Neonatal ARDS in southwest Hubei is mostly mild or moderate. Perinatal asphyxia and infection may be the main causes of neonatal ARDS in this area. Intraventricular hemorrhage is the most common comorbidity. Neonates with ARDS tend to have a high survival rate after multimodality treatment.
China ; Female ; Humans ; Infant, Newborn ; Meconium Aspiration Syndrome ; Pregnancy ; Respiratory Distress Syndrome, Newborn ; Retrospective Studies

Objective:To investigate the effect of different dose of Realgar compatible with Indigo Naturalis on the transitional constituents of Indigo Naturalis in rat serum based on the compatibility of Qinghuangsan.Method:Indigo Naturalis test solution, the drug-containing serum of three different proportions of Qinghuangsan (10 g of Indigo Naturalis compatible with 52.5, 105, 210 mg of Realgar for group A, B and C, respectively) and blank serum were detected by UPLC-Q-TOF-MS/MS, in combination with the chemical components identified in Indigo Naturalis test solution, the differences of transitional constituents of Indigo Naturalis in rat serum from the group A, B and C were analyzed. HL-60 cells (human leukemia cells) were treated with the three groups of Qinghuangsan drug-containing serum and the effect of drug-containing serum on the activity of HL-60 cells was detected by cell counting kit-8 (CCK-8) assay.Result:A total of 19, 22, 25 of transitional constituents were detected in Qinghuangsan drug-containing serum from group A, B and C, respectively. The three groups of drug-containing serum all contained 5 prototype components from Indigo Naturalis test solution, including tryptanthrin, indigo, indirubin, 2-aminobenzoic acid and N-phenyl-2-naphthylamine, respectively. The results of CCK-8 assay showed that Qinghuangsan drug-containing serum of group C had the strongest inhibitory effect on HL-60 cells.Conclusion:After fixed Indigo Naturalis dose, with the increase of Realgar dose, the transitional constituents in rat serum increase and the inhibitory effect on HL-60 cells also gradually enhances, which indicates that Realgar may promote the absorption of active components in Indigo Naturali in vivo, thus enhance the efficacy, further explains the compatibility law and pharmacodynamic material basis of different proportions of Realgar and Indigo Naturalis.