1.Inverse distance weight interpolation method for missing data of PM2.5 spatiotemporal series
Yurou LIANG ; Hongling WU ; Weipeng WANG ; Feng CHENG ; Ping DUAN
Journal of Environmental and Occupational Medicine 2025;42(2):171-178
Background Fine particulate matter (PM2.5) monitoring stations may generate missing data for a certain period of time due to various factors. This data loss will adversely affect air quality assessment and pollution control decision-making. Objective To propose an inverse distance weighted (IDW) spatiotemporal interpolation method based on particle swarm optimization (PSO) to interpolate and fill missing PM2.5 spatiotemporal sequence data and increase interpolation accuracy. Methods An interpolation experiment was designed into two parts. The first part used hourly PM2.5 observational data from four moments on January 1, 2017 in the Yangtze River Delta region. The second part employed daily PM2.5 observational data from the first 10 d of January 2017 in the Beijing-Tianjin-Hebei region. Interpolation accuracy was evaluated using four metrics: root mean square error (RMSE), mean absolute error (MAE), mean absolute percentage error (MAPE), and mean relative error (MRE). Results IDW spatiotemporal interpolation method optimized with PSO significantly improved the accuracy of filling missing PM2.5 spatiotemporal sequence data. In the hourly-scale experiment conducted in the Yangtze River Delta region, compared to a distance index of 2, the accuracy metrics RMSE, MAE, MAPE, and MRE generated by the proposed method improved on average by 0.17 μg·m−3, 0.27 μg·m−3, 0.17%, and 0.01%, respectively. The PM2.5 spatial field maps generated for four moments based on this method clearly illustrated the spatiotemporal distribution characteristics of hourly PM2.5 concentrations in the Yangtze River Delta region. In the daily-scale experiment conducted in the Beijing-Tianjin-Hebei region, the PSO-optimized distance index outperformed the traditional method, with interpolation accuracy improvements of approximately 0.215 μg·m−3, 0.283 μg·m−3, 0.174%, and 0.014%, respectively. Furthermore, the seasonal PM2.5 spatial field maps generated by this method revealed the spatiotemporal distribution characteristics of PM2.5 concentrations in the Beijing-Tianjin-Hebei region across different seasons, further validating the effectiveness and applicability of this method. Conclusion The IDW spatiotemporal interpolation method optimized with PSO is highly accurate and reliable for interpolating the missing data in the Yangtze River Delta region and the Beijing-Tianjin-Hebei region, providing valuable insights for air pollution control and public health protection.
2.Effect of Changju Zhidong Prescription on Intestinal Flora in Children with Tic Disorder
Qiang ZHANG ; Tuo LIU ; Junhong WANG ; Yurou YAN ; Ting SUN ; Chengcheng LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):104-110
ObjectiveTo investigate the regulatory effect of Changju Zhidong prescription on gut microbiota structure of children with tic disorder(TD). MethodTwenty-four children with TD who visited the pediatric outpatient clinic of Dongzhimen Hospital of Bejjing University of Chinese Medicine from November 2020 to January 2022 were selected as the observation group, and eight healthy children were selected as the normal group. The observation group was treated with Changju Zhidong prescription for 12 weeks, and the clinical efficacy was observed by Yale global tic severity scale(YGTSS), traditional Chinese medicine(TCM) syndrome score, and score of TCM symptom evaluation scale for pediatric gastrointestinal tract. Meanwhile, The fecal samples of the observation and normal groups were collected before and after treatment, and 16S rDNA sequencing was used to explore the effects of Changju Zhidong prescription on the distribution of gut microbiota of the children. ResultCompared with the pre-treatment, the YGTSS, TCM syndrome score, and score of TCM symptom evaluation scale for pediatric gastrointestinal tract of the observation group were significantly reduced after 12 weeks of treatment(P<0.05), Simpson and Pieloue indices in alpha diversity were significantly reduced(P<0.05). Before treatment, the relative abundance of Streptococcus parasanguini in the observation group was significantly higher than that of the normal group, while the relative abundances of Citrobacter, Lactobacillus, Lacticaseibacillus, Muribaculaceae unclassified, Odoribacter and 7 other bacterial groups were significantly lower than that in the normal group. Compared with the pre-treatment, the observation group showed a significant decrease in Ruminococcus torques group unclassified and Ruminococcus torques group, and a significant increase in Olsenella, Acetivibrio and 4 other bacterial groups. Functional enrichment analysis showed that the main pathways of Changju Zhidong prescription regulating gut microbiota were bacterial secretion system, insect hormone biosynthesis, limonene and pinene degradation, novobiocin biosynthesis, tropane piperidine and pyridine alkaloid biosynthesis. ConclusionThe pathogenesis of children with TD is accompanied by intestinal flora disorders, and Changju Zhidong prescription can improve core and gastrointestinal symptoms, increase the abundance of beneficial and decrease the abundance of harmful gut microbiota in children with TD, and its mechanism may be through the metabolism of terpenoids and polyketides.
3.Transcutaneous auricular vagus nerve stimulation combined with task-oriented training to improve upper extremity function in post stroke hemiplegia
Menghuan WANG ; Yurou KONG ; Min XIE
Chinese Journal of Rehabilitation Medicine 2024;39(6):782-790
Objective:To explore effects of transcutaneous auricular vagus nerve stimulation(taVNS)with task-oriented training(TOT)on upper extremity function and brain plasticity in post stroke hemiplegia patients. Method:Forty patients with stroke hemiplegia were randomly assigned to the experiment group(n=20)and the control group(n=20).The experiment group received taVNS combined with TOT,while the control group received only TOT.At baseline and at the end of treatment,the patients were assessed with motor evoked po-tentials(MEP),the Fugl-Meyer assessment upper extremity(FMA-UE),the Hongkong version of functional test for the hemiplegic upper extremity(FTHUE),the action research arm test(ARAT),the modified Barthel index(MBI),and the fatigue severity scale(FSS).The side effects were monitored during the treatment. Result:There were no significant differences in FMA-UE,FTHUE,ARAT,MBI and FSS between the two groups at baseline(P>0.05).After treatment,all the functional outcomes except FSS in both two groups in-creased significantly compared with baseline(P<0.05),and the FMA-UE、FTHUE、ARAT、MBI(occupational abili-ty)scores in the experiment group were significantly higher than those in the control group(P<0.05).There were no significant differences in the latency,amplitude and induced rate of motor evoked potential(MEP)at baseline between the two groups(P>0.05).Compare with the control group after treatment,the latency of con-tralesional MEP in the experiment group was significantly shorter than that in the control group(P<0.05),and the induced rates of ipsilesional MEP were significantly higher(P<0.05),but there were no significant differenc-es in contralesional amplitudes between the two groups.There was a significant correlation between the chang-es of contralesional MEP latency and the changes of FMA-UE(r=-0.705),FTHUE(r=-0.458),MBI in occu-pation(r=-0.654)in the experiment group(P<0.05). Conclusion:taVNS combined with TOT can improve upper extremity motor function in patients with stroke hemiplegia by modulating plasticity of motor cortex.
4.Research progress on influencing factors and intervention program of sense of coherence in cancer patients
Suyun QUAN ; Laiyou LI ; Ziwen HE ; Yue LI ; Yurou WANG
Chinese Journal of Modern Nursing 2024;30(12):1676-1680
This article reviews the concept and current situation, assessment tools, influencing factors, intervention measures, shortcomings, and prospects of sense of coherence in cancer patients, so as to provide reference and direction for subsequent research on sense of coherence in cancer patients.
5.Preparation and content determination of extended-release tablets of altrenogest
Yurou HUO ; Qi ZHAO ; Kai WANG ; Jianxu ZHANG ; Shiyao XU ; Jiabin ZHANG ; Yujie YANG ; Haiquan GU ; Qianxue LI ; Xiuxia HE
Chinese Journal of Veterinary Science 2024;44(6):1248-1255
This study aims to prepare altrenogest extended-release tablets,evaluate their quality and establish a content determination method.The hydrophilic gel skeleton type,dosage and core thick-ness of altrenogest extended-release tablets were used as the investigating factors,and the release degree of the tablets was used as the investigating index,the prescription process of altrenogest ex-tended-release tablets was optimized by one-factor screening and central combinatorial design re-sponse surface method,and quality evaluation was carried out,the in vitro release model was es-tablished,and a high-performance liquid chromatography(HPLC)assay method was set up for the determination of altrenogest extended-release tablets.The results showed that the optimal pre-scription of altrenogest extended-release tablets was 2%as the main drug,70%as the solubilizer,0.5%as the lubricant,19.1%as the filler,8.4%as the hydrophilic gel skeleton material,and the thickness of the tablets was 3.8 mm.The in vitro drug release conformed to the Higuchi model,and the altrenogest showed a good linear relationship with the R2=0.999 98 in the range of 10-80 mg/L.The optimized process for the extended-release tablets was stable and had a good quality.The extended-release tablets were stable and had significant slow-release effect.The HPLC method is accurate and reliable and can be used for the determination of altrenogest in extended-release tablets.
6.Formulation screening and content determination of compound albendazole sulfox-ide pouring agent
Qi ZHAO ; Yurou HUO ; Jianxu ZHANG ; Shiyao XU ; Jiabin ZHANG ; Bo LI ; Yufei WANG ; Yujie YANG ; Haiquan GU ; Kai WANG ; Qianxue LI
Chinese Journal of Veterinary Science 2024;44(10):2213-2220
Albendazole sulfoxide and ivermectin compound pouring agent were prepared with dime-thyl sulfoxide and 1,2-propanediol as solvents.The central composite design response surface method was used to optimize the formula of pouring agent.Franz diffusion cell method was used to investigate the transdermal performance of pouring agent in vitro.The permeation amounts of the two drugs were determined by HPLC.The best formula of pouring agent was ivermectin 0.5%,al-bendazole sulfoxide 5%,dimethyl sulfoxide 52%,propylene glycol 39%,and the rest was 100%anhydrous ethanol.The cumulative permeation amounts of ivermectin and albendazole sulfoxide were up to 20.78 μg/cm2 and 249.02 μg/cm2,respectively.The in vitro release model of the two drugs accords with the first-order kinetic equation.There is a good linear relationship between al-bendazole sulfoxide and ivermectin in the range of 1-100 mg/L and the peak area.The precision and stability RSD of the two methods are less than 2%.The preparation process of albendazole sul-foxide compound pouring agent is simple,stable and easy to pour.The established HPLC method is simple and accurate,and can be used for the determination of albendazole sulfoxide and ivermectin in pouring agent.
7.Effect of intestinal flora on the individual efficacy of peglosenatide in the treatment of type 2 diabetes mellitus
Wenjiao DANG ; Yurou WANG ; Yan HE ; Jiaqi XIE ; Jianjin GUO
Chinese Journal of Diabetes 2024;32(6):458-462
Objective To investigate the effect of intestinal flora on the efficacy of polyethylene glycol losenatide(PEX168)in mice with type 2 diabetes mellitus(T2DM).Methods A total of 50 healthy male C57BL/6 mice were fed with a high-fat diet combined with STZ to establish a T2DM mouse model.Among them,40 were successfully modeled and divided into T2DM group(n=10)and PEX168 group(n=30).PEX168 group was further divided into two sub groups according to HbA1c:ideal group(IE subgroup,HbA1c≤6.5%,n=12)and unsatisfactory group(NE subgroup,HbA1c>6.5%,n=12).IE subgroup was fecal donor,NE subgroup was recipientand further divided into fecal bacteria transplantation subgroup(FMT,n=5)and Sham subgroup(Sham,n=5).Fecal bacteria transplantation(FMT)was used to transfer fecal bacteria from IE group to FMT group.Body weight,food intake and blood glucose were measured every 2 weeks in all the groups.FPG,FIns,HbA1c and insulin resistance index(HOMA-IR)were compared on the 7th day after 10 weeks of intervention in all the groups.Results FPG and body weight were lower at the 4th,6th,8th and 10th week(P<0.05),and food intake was lower in PEX168 group than in T2DM group at the 2nd,4th,6th,8th and 10th week(P<0.05).At the 4th,6th,8th and 10th week after administration,the FPG and body weight were lower in IE subgroup than in NE subgroup(P<0.05),and the food intake was lower at the 0th,4th,8th and 10th week after administration than in NE subgroup(P<0.05).The FBG,body weight and food intake were lower in FMT subgroup than in Sham subgroup at 4,6 and 8 weeks(P<0.05).The FPG,HbA1c,2 hPG,FIns and HOMA-IR were lowerin PEX168 group after treatment than in PEX168 group before treatment and T2DM group after treatment(P<0.05).FPG,HbA1c,FIns,2 hPG and HOMA-IR were lower in IE subgroup after treatment than in IE subgroup before treatment and NE subgroup after treatment(P<0.05).FPG,HbA1c,FIns,2 hPG and HOMA-IR were lower in FMT subgroup after treatment than in FMT subgroup before treatment and Sham subgroup after treatment(P<0.05).Conclusions Differences in intestinal flora between individuals affect the efficacy of PEX168.FMT treatment can improve the composition of intestinal flora and affect the efficacy of PEX168.
8.Multi-dimensional Analysis on Medication Law of Professor Wang Junhong for the Treatment of Tic Disorders in Children
Yuan LI ; Yuanou LIU ; Rui ZHAI ; Yurou YAN ; Yanlin JIANG ; Jing LIANG ; Junhong WANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(11):83-89
Objective To analyze the medication law and academic thoughts of Professor Wang Junhong in the treatment of tic disorders(TD)in children.Methods The cases of children with TD diagnosed and treated by Professor Wang Junhong from January 2015 to November 2022 were selected.Excel 2016 was used to analyze the clinical information of children with TD.The frequency ranking,property,taste and meridian tropism,and changes of prescription drugs were analyzed in multiple dimensions.SPSS Modeler 18.0 was used to analyze the drug association rules of prescriptions in 2021 and 2022.Cytoscape 3.9.0 was used to analyze the complex network of drug-drug strong,medium and weak links obtained by SPSS Modeler 18.0.The drug groups were obtained in SPSS,and Excel 2016 was used to analyze the annual changes of high-frequency drugs.Results Totally 5586 prescriptions were included,involving 198 kinds of Chinese materia medica,with a total frequency of 108356 times.The top five kinds of high-frequency Chinese materia medica were Chrysanthemi Flos,Acori Tatarinowii Rhizoma,Coptidis Rhizoma,Crataegi Fructus,Polygalae Radix.The medicinal properties were mostly cold,warm and mild.The medicinal tastes were mainly bitter,sweet and pungent.The main meridians of drugs were liver,heart and lung meridians.The association rule analysis showed that the common couplet medicines were Chrysanthemi Flos-Acori Tatarinowii Rhizoma and Acori Tatarinowii Rhizoma-Scorpio.Commonly used triple combination was Chrysanthemi Flos-Scorpio-Acori Tatarinowii Rhizoma.Clustering analysis showed 4 drug groups,reflecting the characteristics of Professor Wang Junhong's treatment of calming liver and tranquilizing mind.According to the time-flow analysis,since 2020,the proportion of drugs such as Bupleuri Radix,Scutellariae Radix,Haliotidos Concha,Gastrodiae Rhizoma and Margaritifera Concha have gradually increased,indicating that more attention should be paid to treating the liver,resolving phlegm and calming the mind.Conclusion In the treatment of TD in children,Professor Wang Junhong takes heart,liver and lung as the center.The prescription medication is to relieve wind and phlegm,soothe the liver and tranquilize the mind.In recent years,it has attached importance to the role of regulating emotions and resolving phlegm in the treatment of children with TD.
9.Detection and quantitative analysis of tumor-associated tertiary lymphoid structures
YANG MAN ; CHE YUROU ; LI KEZHEN ; FANG ZENGYI ; LI SIMIN ; WANG MEI ; ZHANG YIYAO ; XU ZHU ; LUO LIPING ; WU CHUAN ; LAI XIN ; WANG WEIDONG
Journal of Zhejiang University. Science. B 2023;24(9):779-795
Tumor-associated tertiary lymphoid structures(TLSs)are ectopic lymphoid formations within tumor tissue,with mainly B and T cell populations forming the organic aggregates.The presence of TLSs in tumors has been strongly associated with patient responsiveness to immunotherapy regimens and improving tumor prognosis.Researchers have been motivated to actively explore TLSs due to their bright clinical application prospects.Various studies have attempted to decipher TLSs regarding their formation mechanism,structural composition,induction generation,predictive markers,and clinical utilization.Meanwhile,the scientific approaches to qualitative and quantitative descriptions are crucial for TLS studies.In terms of detection,hematoxylin and eosin(H&E),multiplex immunohistochemistry(mIHC),multiplex immunofluorescence(mIF),and 12-chemokine gene signature have been the top approved methods.However,no standard methods exist for the quantitative analysis of TLSs,such as absolute TLS count,analysis of TLS constituent cells,structural features,TLS spatial location,density,and maturity.This study reviews the latest research progress on TLS detection and quantification,proposes new directions for TLS assessment,and addresses issues for the quantitative application of TLSs in the clinic.
10.Application of robot-assisted laparoscopic sentinel lymph node tracing in treating endometrial carcinoma
Yurou CHEN ; Xiwen WANG ; Jing LIAO ; Yuexiong YI ; Wei ZHANG
Chinese Journal of Obstetrics and Gynecology 2022;57(11):830-835
Objective:To investigate the value of robot-assisted laparoscopic indocyanine green sentinel lymph node (SLN) tracing in treating endometrial carcinoma.Methods:Thirty-two patients with early-staging endometrial carcinoma were operated with laparoscopic comprehensive staging laparotomy from January 2019 to December 2021. At the same time, the SLN detection was performed by near-infrared fluorescence imaging tracer technology, in which the tracer was indocyanine green. Sixteen cases were injected with indocyanine green before laparoscopic surgery, and 16 cases were injected with indocyanine green before robot-assisted laparoscopic surgery. The operation index, postoperative complications, prognosis, and lymph node dissection were compared between the two groups.Results:(1) The mean age of patients in the robot group was (54.7±8.1) years old, and was (54.9±8.8) years old in the laparoscopic group. There were no significant difference between the two groups ( t=0.06, P=0.951). (2) Intraoperative blood loss [(131±40) vs (169±57) ml], hemoglobin difference before and after surgery [(11.2±5.4) vs (15.5±5.7) g/L], the length of stay after operation [(6.2±1.3) vs (8.6±1.4) days] between the robot group and the laparoscopic group were compared, and the differences were statistically significant (all P<0.05). (3) SLNs were detected in all 16 patients in the robotic group, and a total of 41 SLNs were detected. SLNs were detected in 15 of the 16 patients in the laparoscopy group, and a total of 40 SLNs were detected. Compared with the laparoscopic group (15/16), the total detection rate of SLN in the robotic group (16/16), there were no statistical significance ( χ2=1.03, P=0.310). Compared with the laparoscopic group (7/15), the SLN bilateral detection rate in the robotic group (10/16), there were also no significant difference ( χ2=0.78, P=0.376). The number of lymph nodes detected in surgery group (16.6±4.1) were lower than those in the laparoscopy surgery group (21.0±7.1), while there were no statistically difference between the two groups ( χ2=2.01, P=0.054). There was no tumor metastasis in the resected lymph nodes and SLN between the two groups. The false negative rate of SLN in diagnosing endometrial cancer postoperative lymph node metastasis was 0, and the negative predictive value was 100%. (4) The pelvic and retroperitoneal lymph nodes were divided into five regions, which were the left pelvis, the right pelvis, the presacral region, the deep inguinal region, and the abdominal aorta. The numbers of SLN of unilateral detection and bilateral pelvic detection between two groups showed no significant differences (all P>0.05). The left pelvis had the most SLN imaging in both groups, followed by the right pelvis, para-aortic, and deep groin. (5) There was one patient in both robotic group and laparoscopic group with postoperative complications, which were urinary retention and pelvic lymph node cyst respectively. There were no significant differences in the incidence of complications between the two groups ( χ2=0.97, P=1.000). The median follow-up time after operation was 14 months (range 6-24 months). During the follow-up period, no local recurrence or distant metastasis was found between the two groups of endometrial cancer patients. Conclusions:Compared with the laparoscopic group, the robot group has less intraoperative blood loss and shorter postoperative hospital stay. The bilateral detection rate of SLN in the group was better than that of laparoscopy.

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