There is limited research on semantic segmentation of pulse diagrams using deep learning models.Therefore,an improved DeepLabv3+algorithm specifically for semantic segmentation of pulse diagrams is proposed.DeepLabv3+is served as the basic framework model,with its backbone network replaced by MobileNetV2 in the coding structure.This modification effectively reduces model size and parameter redundancy.Moreover,an improved bottleneck series fusion multi-scale pyramid pooling module is constructed to effectively expand the receptive field,improve segmentation accuracy,and further reduce parameter redundancy.An improved channel-spatial serial attention mechanism is integrated into the decoding structure for improving model performance.Concurrently,the sampling multiple is reduced for mitigating feature information loss.The improved DeepLabv3+model for semantic segmentation of pulse diagrams demonstrates exceptional capability in simultaneously and quickly detecting and identifying pulse curves and multiple elements in pulse diagrams.With a segmentation speed of 98.7 frames/s,the model achieves excellent performance metrics including 95.35%MPA and 88.66%MIoU,while maintaining a compact size of only 16.8 MB.Notably,the visualized segmentation results confirmes the superior performance of the proposed model over other models.These results suggest that the proposed model is particularly well-suited for efficient and fast semantic segmentation of pulse diagrams.

To formulate an expert consensus on the principles of preoperative hair removal and provide scientific guidance for standardized removal of hair before surgical procedures so as to reduce the incidence of surgical site infections.METHODS Led by the Hospital Management Institute of National Health Commission of the People's Republic of China,this consensus was reached with the joint efforts from the expects of relevant fields such as surgeries,interventional therapies,nursing,and infection prevention and control.The consensus facilitates the classification and evaluation of literatures by following the evidence grade formulated by Oxford Evidence-based Medicine Center and focuses on the association of preoperative hair removal with surgical site infection,it reaches the evidence grade of expert consensus and recommendation intensity by integrating with discussions on meetings and clinical experience of the expects from relevant fields.RESULTS A total of 6 items of consensus were reached by summarizing the latest evidence on the aspects including the indications for preoperative hair removal,tools,range,timing and places.CONCLUSION The consensus,to some extent,make supplements to and complete the exiting regulations and standards.It provides guidance for the medical institutions to carry out the preoperative hair removal.

There is limited research on semantic segmentation of pulse diagrams using deep learning models.Therefore,an improved DeepLabv3+algorithm specifically for semantic segmentation of pulse diagrams is proposed.DeepLabv3+is served as the basic framework model,with its backbone network replaced by MobileNetV2 in the coding structure.This modification effectively reduces model size and parameter redundancy.Moreover,an improved bottleneck series fusion multi-scale pyramid pooling module is constructed to effectively expand the receptive field,improve segmentation accuracy,and further reduce parameter redundancy.An improved channel-spatial serial attention mechanism is integrated into the decoding structure for improving model performance.Concurrently,the sampling multiple is reduced for mitigating feature information loss.The improved DeepLabv3+model for semantic segmentation of pulse diagrams demonstrates exceptional capability in simultaneously and quickly detecting and identifying pulse curves and multiple elements in pulse diagrams.With a segmentation speed of 98.7 frames/s,the model achieves excellent performance metrics including 95.35%MPA and 88.66%MIoU,while maintaining a compact size of only 16.8 MB.Notably,the visualized segmentation results confirmes the superior performance of the proposed model over other models.These results suggest that the proposed model is particularly well-suited for efficient and fast semantic segmentation of pulse diagrams.

Objective To investigate the effects of hyaluronic acid and proteoglycan-linked protein 1 (HAPLN1) secreted by synovial fibroblasts (FLS) on the polarization of macrophages (Mϕ) in rheumatoid arthritis (RA). Methods Human monocytic leukemia cells (THP-1) were differentiated into Mϕ, which were subsequently exposed to recombinant HAPLN1 (rHAPLN1). RA-FLS were transfected separately with HAPLN1 overexpression plasmid (HAPLN1^OE) or small interfering RNA targeting HAPLN1 (si-HAPLN1), and then co-cultured with Mϕ to establish a co-culture model. The viability of Mϕ was assessed using the CCK-8 assay, and the proportions of pro-inflammatory M1-type and anti-inflammatory M2-type Mϕ were analyzed by flow cytometry. Additionally, the expression levels of inflammatory markers, including interleukin 1β (IL-1β), tumor necrosis factor α (TNF-α), and inducible nitric oxide synthase (iNOS), were quantified using quantitative real-time PCR and Western blot analysis. Results The viability of Mϕ was increased in the rHAPLN1 group compared to the control group. Furthermore, both the M1/Mϕ ratio and inflammatory factor levels were elevated in the rHAPLN1 and HAPLN1^OE groups. In contrast, the si-HAPLN1 group exhibited a decrease in the M1/Mϕ ratio and inflammatory factor expression. Notably, the introduction of rHAPLN1 in rescue experiments further promoted Mϕ polarization towards the M1 phenotype. Conclusion HAPLN1, secreted by RA fibroblast-like synoviocytes (RA-FLS), enhances Mϕ polarization towards the M1 phenotype.
Humans ; Arthritis, Rheumatoid/genetics* ; Macrophages/immunology* ; Fibroblasts/metabolism* ; Phenotype ; Extracellular Matrix Proteins/genetics* ; Proteoglycans/genetics* ; Synovial Membrane/cytology* ; Tumor Necrosis Factor-alpha/genetics* ; Interleukin-1beta/genetics* ; Nitric Oxide Synthase Type II/genetics* ; Cell Differentiation ; Coculture Techniques ; THP-1 Cells

To formulate an expert consensus on the principles of preoperative hair removal and provide scientific guidance for standardized removal of hair before surgical procedures so as to reduce the incidence of surgical site infections.METHODS Led by the Hospital Management Institute of National Health Commission of the People's Republic of China,this consensus was reached with the joint efforts from the expects of relevant fields such as surgeries,interventional therapies,nursing,and infection prevention and control.The consensus facilitates the classification and evaluation of literatures by following the evidence grade formulated by Oxford Evidence-based Medicine Center and focuses on the association of preoperative hair removal with surgical site infection,it reaches the evidence grade of expert consensus and recommendation intensity by integrating with discussions on meetings and clinical experience of the expects from relevant fields.RESULTS A total of 6 items of consensus were reached by summarizing the latest evidence on the aspects including the indications for preoperative hair removal,tools,range,timing and places.CONCLUSION The consensus,to some extent,make supplements to and complete the exiting regulations and standards.It provides guidance for the medical institutions to carry out the preoperative hair removal.

Objective:To retrospectively analyze the genetic differences of thalassemia gene mutations among ethnic groups in Hechi,Guangxi.Methods:A total of 15 595 whole blood samples of residents of Hechi from January 1,2020 to June 30,2023 were screened for thalassemia,and the Gap-PCR method and RDB-PCR method were used to perform genetic testing on the positive samples.Gene sequencing was performed on the samples with positive screening results but negative genotyping results.Results:Among the 15 595 samples,10 501 cases were screened positively,and 8 506 cases were thalassemia gene carriers among the positive samples,with a positive coincidence rate of 81.00％.Among them,there were 5 374 cases of α-thalassemia,2 531 cases of β-thalassemia,and 601 cases of α+β compound thalassemia.A total of 13 mutant types were detected in α-thalassemia,including--SEA(48.57％),-α3.7(31.31％),αCS(8.57％)and-α4.2(8.07％).A total of 17 mutant types were detected in β-thalassemia,mainly CD17(48.27％)and CD41-42(41.24％).The thalassemia gene carriers were mainly from the Zhuang(6 106 cases),Han(969 cases),Yao(793 cases),Mulam(275 cases),and Maonan(228 cases)ethnic groups.The comparison of constituent ratios within the above five ethnic groups demonstrated that there were differences in the proportions of--SEA,-α3.7,αCS,and-α4.2 among the Zhuang,Han,and Yao ethnic groups(P＜0.005).The proportion of αCS in the Mulam ethnic group was not significantly different from-α3.7 and-α4.2.The proportions of--SEA,-α3.7,and αCS in the Maonan ethnic group were not significantly different.There were no significant differences in the proportion of CD17 and CD41-42 among the Han,Yao,Mulam and Maonan ethnic groups.The proportion of--SEA was the highest in the Mulam ethnic group(56.68％),which was statistically different from 35.92％in the Maonan ethnic group.The proportion of-α3.7 was the highest in the Zhuang ethnic group(33.25％),and the difference was statistically significant compared to the Mulam ethnic group which had the lowest proportion(18.72％).The proportion of αCS was the highest in the Maonan ethnic group(27.46％),and the differences were statistically significant compared with other ethnic groups.The proportions of CD17 in the Zhuang and Maonan ethnic groups(50.79％,55.68％)were higher than those in the Han(39.12％),Yao(39.63％)and Mulam(30.00％),and the differences were statistically significant.There was no significant difference in the proportion of CD41-42 among the above five ethnic groups.Conclusions:The mutation type and distribution differences of genes causing thalassemia among main ethnic groups in the minority inhabited areas of Hechi,Guangxi,show the characteristics of ethnic differentiation.The result is helpful to develop a special prevention and control plan for thalassemia in line with the population distribution characteristics,and provide reference for revealing the genetic background and geographical distribution of thalassemia in this area.

Objective: Danshensu, a phenylpropanoid compound, is derived from the dry root and rhizome of Danshen (Salvia miltiorrhiza), a traditional Chinese medicinal herb. Evidence suggests that danshensu protects isolated rat hearts against ischemia/reperfusion injury by activating the protein kinase B (Akt)/extracellular signal-regulated kinase (ERK) pathway or by inhibiting autophagy and apoptosis through the activation of mammalian target of rapamycin (mTOR) signaling. Furthermore, danshensu promotes the postischemic regeneration of brain cells by upregulating the expression of brain-derived neurotrophic factor (BDNF) in the peri-infarct region. However, basic and clinical studies are needed to investigate the antidepressant effects danshensu and determine whether brain mTOR signaling and BDNF activation mediate these effects. The aforementioned need prompted us to conduct the present study. Methods: Using a C57BL/6 mouse model, we investigated the antidepressant-like effects of danshensu and the mechanisms that mediate these effects. To elucidate the mechanisms, we analyzed the roles of Akt/ERK–mTOR signaling and BDNF activation in mediating the antidepressant-like effects of danshensu. Results: Danshensu exerted its antidepressant-like effects by activating the α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor (AMPAR) of Akt/ERK–mTOR signaling and promoting BDNF release. Treatment with danshensu increased the level of glutamate receptor 1 phosphorylation at the protein kinase A site. Conclusion Our study may be the first to demonstrate that the antidepressant effects of danshensu are dependent on the activation of the AMPAR–mTOR signaling pathway, are correlated with the elevation of BDNF level, and facilitate the insertion of AMPAR into the postsynaptic membrane. This study also pioneers in unveiling the potential of danshensu against depressive disorders.

Objective To observe the application effect of different doses of dexmedetomidine in thyroid surgery under recurrent laryngeal nerve monitoring.Methods A total of 60 patients with thyroid surgery un-der general anesthesia,moreover adopting recurrent laryngeal nerve monitoring during the operation,in this hospital from October 2021 to June 2023 were selected as the study subjects and divided into the control group(group A),low dose group(group B)and high dose group(group C)by the random number table method.The group B and group C respectively used dexmedetomidine 0.3 μg/kg and 0.6 μg/kg as a loading dose be-fore anesthesia induction,0.3 μg·kg-1·h-1 and 0.6 μg·kg-1·h-1 were respectively injected by mi-cropump for anesthesia maintenance,while the group A adopted the same amount of normal saline.The other anesthesia management methods were the same in the three groups.The mean arterial pressure(MAP)and heart rate after entering the room(T0),before anesthesia induction(T1),after anesthesia intubation(T2),at 1 min after anesthesia intubation(T3),immediately after surgical incision(T4),isolation of the thyroid gland(T5)and at 1 min after extubation(T6),incidence rate of adverse reactions,choking reaction score,extubation time after stopping medication and dosage of propofol and remifentanil were recorded.Results The choking reaction score,extubation time after stopping medication and propofol dosage were manifested as the group C＜group B＜group A(P＜0.05).The remifentanil dosage in group C and group B was less than that in group A(P＜0.05).MAP at T1 in the group C was lower than that in the group A and group B(P＜0.05),but there was no statistical difference between the group A and group B(P＞0.05).MAP at T2-T6 in the group B and group C was lower than that in the group A(P＜0.05),but the difference between the group B and group C had no statistical significance(P＞0.05).The heart rate at T1-T6 in the group B and group C was lower than that in the group A(P＜0.05).The heart rate at T1,T2,T4,T5 and T6 in the group C was lower than that in the group B(P＜0.05).Bradycardia during operation did not occur in various groups.The intraoperative recurrent laryngeal nerve monitoring process was smooth without appearing interference.The incidence rate of adverse reactions had no statistical difference in various groups(P＞0.05).Conclusion He-modynamics by using 0.6 μg/kg dexmedetomidine in the patients with thyroid operation under recurrent la-ryngeal nerve monitoring is more smooth and steady,which could reduce the use amounts of anesthetic drugs,decrease the occurrence of choking reaction,shorten the operation extubation time after operation,moreover does not increase the incidence rate of postoperative adverse reactions.

Objective: Danshensu, a phenylpropanoid compound, is derived from the dry root and rhizome of Danshen (Salvia miltiorrhiza), a traditional Chinese medicinal herb. Evidence suggests that danshensu protects isolated rat hearts against ischemia/reperfusion injury by activating the protein kinase B (Akt)/extracellular signal-regulated kinase (ERK) pathway or by inhibiting autophagy and apoptosis through the activation of mammalian target of rapamycin (mTOR) signaling. Furthermore, danshensu promotes the postischemic regeneration of brain cells by upregulating the expression of brain-derived neurotrophic factor (BDNF) in the peri-infarct region. However, basic and clinical studies are needed to investigate the antidepressant effects danshensu and determine whether brain mTOR signaling and BDNF activation mediate these effects. The aforementioned need prompted us to conduct the present study. Methods: Using a C57BL/6 mouse model, we investigated the antidepressant-like effects of danshensu and the mechanisms that mediate these effects. To elucidate the mechanisms, we analyzed the roles of Akt/ERK–mTOR signaling and BDNF activation in mediating the antidepressant-like effects of danshensu. Results: Danshensu exerted its antidepressant-like effects by activating the α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor (AMPAR) of Akt/ERK–mTOR signaling and promoting BDNF release. Treatment with danshensu increased the level of glutamate receptor 1 phosphorylation at the protein kinase A site. Conclusion Our study may be the first to demonstrate that the antidepressant effects of danshensu are dependent on the activation of the AMPAR–mTOR signaling pathway, are correlated with the elevation of BDNF level, and facilitate the insertion of AMPAR into the postsynaptic membrane. This study also pioneers in unveiling the potential of danshensu against depressive disorders.

Objective: Danshensu, a phenylpropanoid compound, is derived from the dry root and rhizome of Danshen (Salvia miltiorrhiza), a traditional Chinese medicinal herb. Evidence suggests that danshensu protects isolated rat hearts against ischemia/reperfusion injury by activating the protein kinase B (Akt)/extracellular signal-regulated kinase (ERK) pathway or by inhibiting autophagy and apoptosis through the activation of mammalian target of rapamycin (mTOR) signaling. Furthermore, danshensu promotes the postischemic regeneration of brain cells by upregulating the expression of brain-derived neurotrophic factor (BDNF) in the peri-infarct region. However, basic and clinical studies are needed to investigate the antidepressant effects danshensu and determine whether brain mTOR signaling and BDNF activation mediate these effects. The aforementioned need prompted us to conduct the present study. Methods: Using a C57BL/6 mouse model, we investigated the antidepressant-like effects of danshensu and the mechanisms that mediate these effects. To elucidate the mechanisms, we analyzed the roles of Akt/ERK–mTOR signaling and BDNF activation in mediating the antidepressant-like effects of danshensu. Results: Danshensu exerted its antidepressant-like effects by activating the α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor (AMPAR) of Akt/ERK–mTOR signaling and promoting BDNF release. Treatment with danshensu increased the level of glutamate receptor 1 phosphorylation at the protein kinase A site. Conclusion Our study may be the first to demonstrate that the antidepressant effects of danshensu are dependent on the activation of the AMPAR–mTOR signaling pathway, are correlated with the elevation of BDNF level, and facilitate the insertion of AMPAR into the postsynaptic membrane. This study also pioneers in unveiling the potential of danshensu against depressive disorders.