1.Comparison of the effects of three time series models in predicting the trend of erythrocyte blood demand
Yajuan QIU ; Jianping ZHANG ; Jia LUO ; Peilin LI ; Mengzhuo LUO ; Qiongying LI ; Ge LIU ; Qing LEI ; Kai LIAO
Chinese Journal of Blood Transfusion 2025;38(2):257-262
[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.
2.Interpretation of 2024 ESC guidelines for the management of peripheral arterial and aortic diseases
Kai TANG ; Mingyao LUO ; Chang SHU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):14-23
In recent years, the worldwide incidence rate of peripheral arterial and aortic diseases has increased year by year, significantly increasing the cardiovascular mortality and incidence rate of the whole population. In the past, peripheral arterial and aortic diseases were often more prone to missed diagnosis and delayed treatment compared to coronary artery disease. The 2024 ESC guidelines for the management of peripheral arterial and aortic diseases for the first time combines peripheral arterial and aortic diseases, integrating and updating the 2017 guidelines for peripheral arterial disease and the 2014 guidelines for aortic disease. The aim is to provide standardized recommendations for the management of systemic arterial diseases, ensuring that patients can receive coherent and comprehensive diagnosis and treatment, thereby improving prognosis. This article interprets the main content of the guideline in order to provide reference and assistance for the clinical diagnosis and treatment of peripheral arterial and aortic diseases in China at the current stage.
3.Individualized surgical treatment strategy for children with anomalous aortic origin of coronary artery
Kai LUO ; Jinghao ZHENG ; Wei ZHANG ; Zhongqun ZHU ; Yanjun PAN ; Xiaomin HE ; Qi SUN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(02):263-268
Objective To summarize and explore the individualized surgical treatment strategy and prognosis of anomalous aortic origin of coronary artery (AAOCA). Methods The clinical data of children with AAOCA admitted to Shanghai Children's Medical Center from March 2018 to August 2021 were retrospectively analyzed. Results A total of 17 children were enrolled, including 13 males and 4 females, with a median age of 88 (44, 138) months and a median weight of 25 (18, 29) kg. All patients received operations. The methods of coronary artery management included coronary artery decapitation in 9 patients, coronary artery transplantation in 5 patients and coronary artery perforation in 3 patients. One patient with severe cardiac insufficiency (left ventricular ejection fraction 15%) received mechanical circulatory assistance after the operation for 12 days. No death occurred in the early postoperative period, the average ICU stay time was 4.3±3.0 d, and the total hospital stay was 14.4±6.1 d. All the children received regular anticoagulation therapy for 3 months after discharge. The median follow-up time was 15 (13, 24) months. All patients received regular anticoagulation therapy for 3 months after discharge. No clinical symptoms such as chest pain and syncope occurred again. The cardiac function grade was significantly improved compared with that before operation. Imaging examination showed that the coronary artery blood flow on the operation side was unobstructed, and no restenosis occurred. Conclusion AAOCA is easy to induce myocardial ischemia and even sudden cardiac death. Once diagnosed, operation should be carried out as soon as possible. According to the anatomic characteristics of coronary artery, the early effect of individualized surgery is satisfactory, and the symptoms of the children are significantly improved and the cardiac function recovers well in the mid-term follow-up.
4.Protective effect of Qingjie Huagong decoction on pancreatic tissue of mice with severe acute pancreatitis by regulating the NOD-like receptor protein 3/Toll-like receptor 4/nuclear factor-kappa B signaling pathway
Minchao FENG ; Baijun QIN ; Fang LUO ; Kai LI ; Ning WANG ; Guozhong CHEN ; Xiping TANG
Journal of Clinical Hepatology 2024;40(2):343-350
ObjectiveTo investigate the therapeutic effect of Qingjie Huagong decoction (QJHGD) on a mouse model of severe acute pancreatitis (SAP) and the mechanism of action of QJHGD against inflammatory response. MethodsA total of 36 male C57BL/6J mice were randomly divided into blank group, model group, Western medicine group (ulinastatin), and low-, middle-, and high-dose QJHGD groups, with 6 mice in each group. All mice except those in the blank group were given 5% sodium taurocholate by retrograde pancreaticobiliary injection to establish a model of SAP. After modeling, the mice in the low-, middle-, and high-dose groups were given QJHGD (1, 2, and 4 g/kg, respectively) by gavage, and those in the Western medicine group were given intraperitoneal injection of ulinastatin (5×104 U/kg), for 7 days in total. HE staining was used to observe the histopathological changes of the pancreas; ELISA was used to measure the levels of α-amylase, lipase, interleukin-1β (IL-1β), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-18 (IL-18), and tumor necrosis factor-α (TNF-α) in mice; RT-qPCR was used to measure the mRNA expression levels of NOD-like receptor protein3 (NLRP3), Toll-like receptor 4 (TLR4), and nuclear factor-kappa B (NF-κB) in pancreatic tissue; immunohistochemistry was used to measure the positive expression rates of NLRP3, TLR4, and NF-κB in pancreatic tissue; Western blot was used to measure the protein expression levels of NLRP3, TLR4, NF-κB, IL-1β, and IL-6. An analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the blank group, the model group had diffuse destruction of pancreatic tissue structure, focal dilatation of pancreatic lobular septum, pancreatic acinar atrophy, and massive inflammatory cell infiltration, as well as significant increases in the content of α-amylase, lipase, IL-1β, IL-6, IL-8, IL-18, and TNF-α (all P<0.05), the mRNA expression levels and positive expression rates of NLRP3, TLR4, and NF-κB (all P<0.05), and the protein expression levels of NLRP3, TLR4, NF-κB, IL-1β, and IL-6 (all P<0.05). Compared with the model group, the low-, middle-, and high-dose QJHGD groups and the Western medicine group had slightly tighter and more intact structure of pancreatic tissue, ordered arrangement of pancreatic acinar cells, a small amount of inflammatory cell infiltration, and hemorrhagic foci of pancreatic lobules, as well as significant reductions in the content of α-amylase, lipase, IL-1β, IL-6, IL-8, IL-18, and TNF-α (all P<0.05), the mRNA expression levels and positive expression rates of NLRP3, TLR4, and NF-κB (all P<0.05), and the protein expression levels of NLRP3, TLR4, NF-κB, IL-1β, and IL-6 (all P<0.05). ConclusionQJHGD may exert a protective effect on the pancreatic tissue of SAP mice by inhibiting the activation of NLRP3/TLR4/NF-κB signaling pathway-related proteins, reducing the release of inflammatory mediators, and preventing the enhancement of inflammatory cascade response.
5.Decreased FEF 50 as an indicator of comorbid asthma and persistent airflow limitation in patients with chronic rhinosinusitis with nasal polyps: A cross-sectional study.
Xuechen WANG ; Fangyuan LI ; Chengshuo WANG ; Kai HUANG ; Shen SHEN ; Ming WANG ; Jianmin JIN ; Luo ZHANG
Chinese Medical Journal 2024;137(3):353-355
6.Drugs that act in the lymphatic system and lymphatic drug delivery: review and perspective
Luo-juan HU ; Jing-kai GU ; Qi-dong YOU ; Si-fei HAN
Acta Pharmaceutica Sinica 2024;59(3):565-573
The lymphatic system, as well as pathological changes of the lymphatic system, underlies the progress of an array of diseases and conditions, including cancer, inflammation and autoimmune disorders, infectious diseases and metabolic syndrome. A variety of biological targets in the lymphatic system can be employed to modulate these high-burden diseases, and the pharmacokinetics and drug delivery strategies in the context of lymphatics are of critical importance to optimise drug exposure to lymphatic-related targets. As such, research and drug development in this field has gained increasing attention in recent years. This article aims to provide an overview of pharmaceutical research with a focus on the lymphatic system and therapeutic targets within the lymphatics, followed by lymphatic drug delivery approaches, which may be of interest for researchers in academia, pharmaceutical industry and regulatory sciences.
7.Lanthanide Metal Organic Framework as A New Unlabeled Fluorescence Anisotropy Probe for Detection of Phosphate Ions
Kai MAO ; Xiao-Yan WANG ; Yu-Jie LUO ; Jia-Li XIE ; Tian-Jin XIE ; Yuan-Fang LI ; Cheng-Zhi HUANG ; Shu-Jun ZHEN
Chinese Journal of Analytical Chemistry 2024;52(1):35-44,中插1-中插4
Fluorescence anisotropy(FA)analysis has many advantages such as no requirement of separation,high throughput and real-time detection,and thus has been widely used in many fields,including biochemical analysis,food safety detection,environmental monitoring,etc.However,due to the small volume or mass of the target,its combination with the fluorescence probe cannot produce significant signal change.To solve this issue,researchers often use nanomaterials to enhance the mass or volume of fluorophore to improve the sensitivity.Nevertheless,this FA amplification strategy also has some disadvantages.Firstly,nanomaterials are easy to quench fluorescence.As a result,the FA value is easily influenced by light scattering,which reduces the detection accuracy.Secondly,fluorescent probes in most methods require complex modification steps.Therefore,it is necessary to develop new FA probes that do not require the amplification of volume and mass or modification.As a new kind of nanomaterials,luminescent metal-organic framework(MOF)has a large volume(or mass)and strong fluorescence emission.It does not require additional signal amplification materials.As a consequence,it can be used as a potential FA probe.This study successfully synthesized a lanthanide metal organic framework(Ce-TCPP MOF)using cerium ion(Ce3+)as the central ion and 5,10,15,20-tetra(4-carboxylphenyl)porphyrin(H2TCPP)as the ligand through microwave assisted method,and used it as a novel unmodified FA probe to detect phosphate ions(Pi).In the absence of Pi,Ce-TCPP MOF had a significant FA value(r).After addition of Pi,Pi reacted with Ce3+in MOF and destroyed the structure of MOF into the small pieces,resulting in a decrease in r.The experimental results indicated that with the increase of Pi concentration,the change of the r of Ce-TCPP MOF(Δr)gradually increased.The Δr and Pi concentration showed a good linear relationship within the range of 0.5-3.5 μmol/L(0.016-0.108 mg/L).The limit of detection(LOD,3σ/k)was 0.41 μmol/L.The concentration of Pi in the Jialing River water detected by this method was about 0.078 mg/L,and the Pi value detected by ammonium molybdate spectrophotometry was about 0.080 mg/L.The two detection results were consistent with each other,and the detection results also meet the ClassⅡwater quality standard,proving that this method could be used for the detection of Pi in complex water bodies.
8.Visualization Analysis of Artificial Intelligence Literature in Forensic Research
Yi-Ming DONG ; Chun-Mei ZHAO ; Nian-Nian CHEN ; Li LUO ; Zhan-Peng LI ; Li-Kai WANG ; Xiao-Qian LI ; Ting-Gan REN ; Cai-Rong GAO ; Xiang-Jie GUO
Journal of Forensic Medicine 2024;40(1):1-14
Objective To analyze the literature on artificial intelligence in forensic research from 2012 to 2022 in the Web of Science Core Collection Database,to explore research hotspots and developmen-tal trends.Methods A total of 736 articles on artificial intelligence in forensic medicine in the Web of Science Core Collection Database from 2012 to 2022 were visualized and analyzed through the litera-ture measuring tool CiteSpace.The authors,institution,country(region),title,journal,keywords,cited references and other information of relevant literatures were analyzed.Results A total of 736 articles published in 220 journals by 355 authors from 289 institutions in 69 countries(regions)were identi-fied,with the number of articles published showing an increasing trend year by year.Among them,the United States had the highest number of publications and China ranked the second.Academy of Forensic Science had the highest number of publications among the institutions.Forensic Science Inter-national,Journal of Forensic Sciences,International Journal of Legal Medicine ranked high in publica-tion and citation frequency.Through the analysis of keywords,it was found that the research hotspots of artificial intelligence in the forensic field mainly focused on the use of artificial intelligence technol-ogy for sex and age estimation,cause of death analysis,postmortem interval estimation,individual identification and so on.Conclusion It is necessary to pay attention to international and institutional cooperation and to strengthen the cross-disciplinary research.Exploring the combination of advanced ar-tificial intelligence technologies with forensic research will be a hotspot and direction for future re-search.
9.The position of the fibular sesamoid bone of hallux valgus was assessed by weight-bearing anteroposterior and sesamoid axial radiographs
Min WANG ; Xin LUO ; Jinfeng CAO ; Fengli WANG ; Kai QI
Journal of Practical Radiology 2024;40(1):92-95
Objective To investigate the changes in the position of the fibular sesamoid bone with hallux valgus aggravated under two conditions:the foot bearing anteroposterior radiography(reflecting the static bearing state of the foot)and the sesamoid bone bearing axial radiography(reflecting the foot movement state).Methods Seventy-four feet with clinically suspected hallux valgus were finally enrolled in 49 feet,including 14 in the mild group,23 in the moderate group,and 12 in the severe group.Three indica-tors were measured on anteroposterior and axial radiographs:the position of the fibular sesamoid bone in anteroposterior radiographs(SP)and sesamoid axial position(SAP),and the rotation angle of the fibular sesamoid articular surface(RAf).The vertical distance between the fibular sesamoid bone and the second metatarsal bone was used to represent the position of the fibular sesamoid bone,then the position of the fibular sesamoid in the anteroposterior and axial positions was specifically marked as SPf-2 and SAPf-2.To cor-rect the anatomical differences of each foot,the ratio of the measured distance index to the length of the second metatarsal bone(AB),namely SPf-2/AB,SAPf-2/AB,was included in the statistical analysis.Results SPf-2/AB and SAPf-2/AB had no significant difference between hallux valgus groups(P>0.05).The mean values of SPf-2/AB and SAPf-2/AB were significantly different(P<0.05).RAf was positively correlated with hallux valgus angle(HVA)(r=0.725,P<0.001),increased as HVA increased.Conclusion Both weight-bearing anteroposterior and sesamoid axial radiographs(foot at rest and in motion),the position of the fibular sesamoid bone is not affected by hallux valgus,and the distance from the center of the fibular sesamoid bone to the second metatarsal bone remains unchanged.The position of the fibular sesamoid bone is not the same between the anteroposterior and axial radiographs,so it is necessary to evaluate the position of the fibular sesamoid bone in the two states respectively and combine the two methods.RAf increases with the increase of HVA in axial view,it is considered that although the central position of the fibular sesamoid bone remains the same under foot movement,it does reverse spin movement toward the tibial side with the aggravation of hallux valgus.
10.Practiceand exploration of the reform of super-department system under the guidance of party building to promote high-quality development of hospital
Zijun HUANG ; Yajie LV ; Xueqiong LUO ; Kai ZHOU ; Chunzi LI ; Zhijian GUO
Modern Hospital 2024;24(1):3-6
Establishing a governance structure and an operational model that is compatible with modern hospital manage-ment systems,deepening the reform of hospital management institutions,and exploring the implementation of Super-department System with unified functions are inevitable requirements for promoting the high-quality development of public hospitals.Hospital of Stomatology of Sun Yat-sen University takes the Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era as a guide and fully implements the"Opinions of the General Office of the State Council on Promoting the High Quality Development of Public Hospitals,"integrates party building work and vocational work,carries out practical exploration of the reform of the Su-per-department System,and leads the hospital to achieve phased results in high-quality development.

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