Background Fine particulate matter (PM_2.5) 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 PM_2.5 spatiotemporal sequence data and increase interpolation accuracy. Methods An interpolation experiment was designed into two parts. The first part used hourly PM_2.5 observational data from four moments on January 1, 2017 in the Yangtze River Delta region. The second part employed daily PM_2.5 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 PM_2.5 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 PM_2.5 spatial field maps generated for four moments based on this method clearly illustrated the spatiotemporal distribution characteristics of hourly PM_2.5 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 PM_2.5 spatial field maps generated by this method revealed the spatiotemporal distribution characteristics of PM_2.5 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.

ObjectiveTo investigate the mechanism of Huangqin Tang （HQT） in regulating metabolic reprogramming during the inflammation-cancer transformation in colitis-associated colorectal cancer （CAC）. MethodsCAC mouse model was established using the carcinogen azoxymethane （AOM） combined with the inflammatory agent dextran sulfate sodium （DSS）. HQT treatment was adopted. Serum metabolomics analysis was performed at three stages （inflammation， proliferation， and tumor formation） using liquid chromatography-tandem mass spectrometry （LC-MS/MS） untargeted metabolomics coupled with multivariate statistical analysis to explore the mechanism of HQT intervention in metabolism in CAC. ResultsThe results revealed that HQT significantly reversed the disturbance of key metabolites in CAC mice. A total of 52， 67， and 45 differential metabolites were identified in the model group， compared to the normal group， during inflammation， proliferation， and tumor stages， respectively. Lactate， linoleic acid， oleic acid， elaidic acid， and betaine were characteristic metabolites persistently enriched throughout colitis-cancer transformation. Pathway enrichment analysis of differential metabolites showed that linoleic acid metabolism and arachidonic acid metabolism were the most significantly disturbed in CAC pathogenesis. The proliferation stage featured expanded amino acid metabolic networks， while the tumor stage uniquely exhibited two new pathways of nicotinate and nicotinamide metabolism and phosphoinositide metabolism. HQT exerted stage-specific regulatory effects： targeting arachidonic acid metabolism in the inflammation stage， correcting the dysregulation of choline-carnitine metabolism in the proliferation stage， and rescuing nicotinamide and tryptophan metabolic collapse in the tumor stage. ConclusionHQT exerts regulatory effects on metabolic disorders at various stages of the colitis-cancer transformation process， thereby effectively slowing the progression from colitis to cancer. The study also reveals the dynamic metabolic characteristics of colorectal "inflammation-cancer transformation，"providing new insights for research on the targeted mechanisms of traditional Chinese medicine in anti-tumor therapy based on metabolic reprogramming.

ObjectiveTo induce the rat model of ulcerative colitis （UC） with spleen-kidney Yang deficiency and liver depression， and explore the efficacy and mechanism of Sishenwan combined with Tongxie Yaofang （SSW&TXYF） based on the therapeutic principles of tonifying spleen， soothing liver， warming kidney， and astringing intestine. MethodSixty male SD rats were randomized into normal， model， mesalazine， and high-， medium-， and low-dose SSW&TXYF groups. The rats in other groups except the normal group were administrated with Sennae Folium decoction and hydrocortisone and received tail clamping for 14 days. On day 14， rats received enema with TNBS-ethanol solution to induce UC. The rats were administrated with corresponding drugs from day 15 of modeling， and the body weight and mental state were observed and recorded. The sucrose preference test was performed from day 25. On day 28， the rectal temperature was measured， and the rats were administrated with 3% D-xylose solution at a dose of 10 mL·kg^-1 by gavage. Blood was sampled 1 h later， from which the serum was collected for measurement of the D-xylose content. The serum， hippocampus， and colorectum samples of rats were collected on day 29. The levels of gastrin （GAS）， adrenocorticotropic hormone （ACTH）， corticosterone （CORT）， cyclic adenosine monophosphate （cAMP）， cyclic guanosine monophosphate （cGMP）， interleukin （IL）-4， tumor necrosis factor （TNF）-α， and interferon （IFN）-γ in the serum and 5-hydroxytryptamine （5-HT） in the hippocampus were determined by enzyme-linked immunosorbent assay. Hematoxylin-eosin staining was employed to reveal the colonic lesions. The mRNA and protein levels of p38 mitogen-activated protein kinase （MAPK）， extracellular signal-regulated kinase （ERK）， and c-Jun N-terminal kinase （JNK） in the colon tissue were determined by Real-time PCR and Western blot， respectively. ResultCompared with the normal group， the model group showed decreased body weight， anal temperature， and D-xylose content in the serum and increased GAS content （P<0.01）. The modeling led to cAMP/cGMP unbalance and decreased the ACTH and CORT content in the serum （P<0.01）， the preference for sucrose water， and the 5-HT content in the hippocampus （P<0.01）. Moreover， it shortened the colorectal length and caused massive infiltration of inflammatory cells and severe structural damage in the colon tissue. High， medium， and low doses of SSW&TXYF improved above indicators （P<0.05， P<0.01）， reduced inflammatory infiltration， and repaired the pathological damage of the tissue. Compared with the normal group， the model group showed lowered IL-4 level （P<0.01） and elevated TNF-α and IFN-γ levels （P<0.05， P<0.01） in the serum， as well as up-regulated expression of p38 MAPK， ERK， and JNK （P<0.05， P<0.01）. Compared with the model group， SSW&TXYF elevated the IL-4 level （P<0.01）， lowered the TNF-α and IFN-γ levels （P<0.05， P<0.01）， and down-regulated the mRNA and protein levels of p38 MAPK， ERK， and JNK （P<0.05， P<0.01）. ConclusionA rat model of UC with spleen-kidney Yang deficiency and liver depression was successfully established. SSW&TXYF can significantly mitigate this syndrome by reducing the inflammatory response in the colon and inhibiting the MAPK pathway.

Objective To optimize the method of combining azomethane oxide(AOM)and dextran sodium sulfate(DSS)to create a colitis-associated colon cancer(CAC)model,and to explore the pathogenesis of the intestinal flora in CAC.Methods Model groups A and B were established by one and two injections of AOM,respectively,combined with free drinking of DSS,and a normal control group was injected intraperitoneally with normal saline combined with purified water(n=10 mice per group).The better modeling scheme was selected by comprehensive evaluation of the disease activity index score,colon length,tumor rate,and mortality.Serum levels of interleukin-6(IL-6),tumor necrosis factor-α(TNF-α),and tumor markers CA199,CEA,and CA724 were detected by enzyme-linked immunosorbent assay.Colon lesions were evaluated by hematoxylin and eosin(HE)staining.Changes in the intestinal microbiota in CAC mice were detected by 16S rDNA high-throughput gene sequencing analysis of mouse feces.Results Both single and enhanced AOM injections combined with DSS induced CAC mice;however,colon growths were larger,more closely arranged,and their morphological size was more consistent in group B compared with group A,with a tumor-formation rate of 100％.IL-6 levels were increased in the model group compared with the normal group(P＜0.05).TNF-α levels were increased in the model group compared with the normal group(P＞0.05).The CA199 and CEA levels were also significantly increased(P＜0.05),but CA724 levels were not.Infiltration of inflammatory cells in the colon detected by HE pathology was accompanied by high-grade intraepithelial tumor-like changes on the surface of the lumen.The diversity and abundance of intestinal bacteria were decreased in CAC mice compared with normal mice:phyla Verrucomicrobiota and Actinobacteriota were significantly increased(P＜0.05),Bacteroidota and Campilobacterota were significantly decreased(P＜0.05).Akkermansia,Prevotellaceae,Ruminococcus,and Bifidobacterium were significantly increased(P＜0.05),and Roseburia,Rikenellaceae_RC9_gut_group,Anaeroplasma,and Muribaculaceae were significantly decreased(P＜0.05).Conclusions Two injections of AOM combined with 1.5％(1.5 g/100 mL)DSS induced CAC model mice with a high colon-tumorigenesis rate,uniform tumor morphology,and low mortality,and may thus be the preferred modeling scheme for pharmacodynamic experiments.Disorders or dysfunction of the intestinal flora may lead to increased permeability,loss of intestinal mucosal barrier function,and the release of enterogenic endotoxins,Resultsing in a sustained inflammatory response,as an indirect or direct cause of CAC pathogenesis.

ObjectiveTo construct a mouse model of inflammation-associated colorectal cancer （CAC） by using azoxymethane （AOM）/dextran sulfate sodium （DSS） and investigate the effect of Huangqintang on the gut microbiota structure of mice during the occurrence and development of CAC by 16S rRNA gene high-throughput sequencing. MethodA total of 225 C57BL/6J mice were randomized into 5 groups （n=45）： Normal， model， positive drug （mesalazine）， and high （18 g·kg^-1） and low （9 g·kg^-1）-dose Huangqintang. Except those in the normal group， each mouse was injected with 10 mg·kg^-1 AOM on day 1 and day 5 within 1 week and then given 1.5% DSS solution for 7 days， which was then changed to sterile water for 14 days. This process referred to as one cycle， and mice were treated for a total of 3 cycles. On the first day of DSS treatment， mice were administrated with corresponding drugs by gavage， and the normal group and the model group were administrated with pure water by gavage， once a day until the end of the third cycle. The progression of CAC was divided into inflammation， proliferation， and tumorigenesis stages. At the end of each cycle， the body weight and colon length were measured for mice in each group， and the number of colon tumors in mice was recorded. Meanwhile， the disease activity index （DAI） was determined. The serum levels of interleukin-6 （IL-6）， tumor necrosis factor-α （TNF-α）， interleukin-1β （IL-1β）， and carbohydrate antigen-199 （CA199）， a tumor marker in the gastrointestinal tract of mice， were measured by ELISA. Hematoxylin-eosin staining was employed to observe colon lesions. At the same time， 3-5 pellets of fresh feces of mice in the normal group， model group， and high-dose Huangqintang group were collected， from which the fecal DNA of mice was extracted for 16S rRNA gene high-throughput sequencing. ResultCompared with the normal group， the model group showed decreased body weight （P<0.01）， increased DAI， and shortened colon length （P<0.05） at the three stages. Compared with the normal group， the model group showed elevated levels of IL-1β， IL-6， and TNF-α （P<0.05） at the proliferation stage and elevated levels of CA199 at the inflammation， proliferation， and tumorigenesis （P<0.01） stages. Compared with the normal group， the model group presented obvious infiltration of inflammatory cells at the inflammation stage， thickening of the muscle layer and abnormal proliferation of mucosal layer cells at the proliferation and tumorigenesis stages， and final formation of advanced intraepithelial tumor lesions. Compared with the model group， the Huangqintang groups showed no significant improvement in the body weight， decreased DAI score， and increased colon length at the three stages， and the increase of colon length in the tumorigenesis stage was significant （P<0.01）. At the tumorigenesis stage， the administration of Huangqintang inhibited tumor formation and growth， reduced the number of tumors （P<0.01）， lowered the levels of IL-6 （P<0.05， P<0.01）， TNF-α （P<0.05， P<0.01）， and IL-1β at the three stages， and decreased CA199 at the inflammation stage as well as at the proliferation and tumorigenesis stages （P<0.01， P<0.05）. Compared with the model group， the administration of Huangqintang reduced inflammation and abnormal cell proliferation， delaying the occurrence of tumors. Compared with the normal group， the model group showcased decreased alpha and beta diversity and altered structure of gut microbiota at the inflammation， proliferation， and tumorigenesis stages. The administration of Huangqintang adjusted the abundance and diversity of gut microbiota to the normal levels. At the inflammation stage， Huangqintang positively regulated two differential phyla （Firmicutes and Bacteroidetes） and three differential genera （Muribaculaceae， Rikenellaceae_RC9_gut_group， and Flavonifractor） in mice. At the proliferation stage， Huangqintang positively regulated two differential phyla （Bacteroidetes and Patescibacteria） and five differential genera （Muribaculaceae， Rikenellaceae_RC9_gut_group， Candidatus_Saccharimonas， norank_f__UCG-010， and Allobaculum）. At the tumorigenesis stage， Huangqintang positively regulated two differential phyla （Proteobacteria and Patescibacteria） and eight differential genera （Muribaculaceae， Candidatus_Saccharimonas， norank_f_UCG-010， Lachnospiraceae_UCG-006， Allobaculum， Bacteroides， Lachnospiraceae_NK4A136_group， and Flavonifractor） in mice. ConclusionHuangqintang can intervene in the AOM/DSS-induced transformation of inflammation to CAC in mice by correcting inflammation and short-chain fatty acid-related microbiota disorders.

Objective To explore the coronary flow reserve(CFR)in patients with coronary slow flow(CSF)and the diagnostic value of non-invasive myocardial work indices derived from echocardiography for CSF.Methods A retrospective study was conducted on 65 patients who underwent coronary angiography at the Zhongshan Hospital(Xiamen Branch),Fudan University due to angina pectoris,coronary artery risk factors,or electrocardiographic abnormalities from August 2020 to November 2023.Patients were divided into two groups based on the corrected TIMI frame count(cTFC):the CSF group(n=35)and the normal coronary blood flow velocity group(control group,n=30).Both groups underwent an adenosine triphosphate(ATP)drug load test to measure their coronary flow reserve(CFR).Conventional indices and myocardial work indices via echocardiography and two-dimensional speckle-tracking imaging(2D-STI)were acquired:left ventricular end-diastolic diameter(LVEDD),left ventricular end-systolic diameter(LVESD),left ventricular ejection fraction(LVEF),E/e'ratio,global longitudinal strain(GLS),global constructive work(GCW),global wasted work(GWW),global work index(GWI),and global work efficiency(GWE).Receiver operating characteristic(ROC)curves were used to evaluate the diagnostic value of myocardial work indices for CSF.Results There was no significant difference in CFR values between the two groups,but the proportion of CSF group with CFR less than 2 was higher than that of the control group(P=0.023).Compared with the control group,the CSF group showed significantly lower levels of GLS,GWI,and GCW(P＜0.05).ROC curve analysis revealed that the GLS diagnostic threshold for CSF was-19.5%,with a sensitivity of 64.7%,specificity of 78.6%,and AUC of 0.793.Among the myocardial work indices,the AUC of GWI was the highest(0.825),with a sensitivity of 88.2% and specificity of 75.0% .Conclusions Some CSF patients retain coronary microcirculatory blood flow reserve function,but the proportion of patients with reduced CFR function is increasing.The left ventricular myocardial work indices can identify early myocardial work abnormalities and monitor myocardial ischemic damage in CSF patients.

Objective To explore the clinical efficacy and prognostic factors of YL-1 type hard channel trepanation and drainage combined with stereotactic treatment for hypertensive intracerebral hemorrhage.Methods A retrospective study was conducted on 110 patients with hypertensive intracerebral hemorrhage at the Cerebrovascular Disease Center of the First People's Hospital of Suzhou from August 2019 to October 2022.The observation group(55 cases)received YL-1 type hard channel drilling and drainage combined with stereotactic treatment,while the control group(55 cases)received simple YL-1 type hard channel drilling and drainage.The perioperative indicators,neurological damage,and prognosis of the two groups of patients were compared;Using multiple Logistic regression analysis to identify the prognostic factors affecting patients.Results The perioperative indicators,neurological damage,and prognosis of the observation group were better than those of the control group(P＜0.05);The admission NIHSS score(OR=2.504,P＜0.05),simple minimally invasive drilling and drainage(OR=1.881,P＜0.05),disease duration＞24 hours(OR=2.782,P＜0.001),and ventricular rupture(OR=2.252,P＜0.05)are risk factors for poor prognosis in patients.Conclusion The prolongation of the patient's disease course,ventricular rupture,and severe neurological damage are associated with poor prognosis.Combining stereotactic minimally invasive surgery has a positive significance for improving the prognosis of patients with cerebral hemorrhage.

An airway segmentation method based on coordinate information and multi-scale parallel network is proposed to solve the problem of insufficient accuracy of airway model in surgical navigation.Airway features at different scales are learned separately by a parallel network to address the feature conflict arising from airways of different sizes.Then,a coordinate guided up-sampling module is designed to utilize coordinate information from shallow features for guiding reconstruction of deeper features,thus restricting the spatial location of the target and improving the model accuracy.Finally,a channel guided multi-scale feature aggregation module is constructed to capture semantic details across multiple scales and investigate channel relationships between features at different scales.The proposed method and other models are trained and tested on two public datasets,namely LIDC-IDRI and EXACT'09.Experimental results show that the proposed method achieves an average Dice coefficient of 93.20%which is 2.61%higher than 3D U-Net,a false positive rate of only 0.012%,a tree length detection rate of 88.59%,and a branch detection rate of 97.42%,demonstrating that the method can be applied to lung disease diagnosis or navigation bronchoscopy.

Objective To evaluate the performance of large language models in answering questions about childhood asthma, comprehensively understand the quality of their provision of information on children's health, and identify their limitations to facilitate model improvement. Methods Sixty common questions related to childhood asthma were formulated and put to two large language models known as Wenxin Yiyan and Zhipu Qingyan, which were publicly available in China. Three pediatric asthma specialists assessed the quality of the large language models'responses by using a blind method. Results Wenxin Yiyan scored higher in terms of accuracy, understanding, reliability, and logicality; Zhipu Qingyan scored higher in term of safety. Comparing the scores of the five different dimensions, it was found that large language models scored higher in terms of understanding, reliability and logicality, but relatively insufficient in terms of accuracy and safety. Conclusion Application of large language models in the education of children with asthma can provide useful references for asthma children and their parents. However, the current large language model technology still has certain limitations in terms of accuracy and safety, which requires further improvement and optimization.

ObjectiveTo investigate the efficacy of Huangqintang on mouse models of colitis-associated colon cancer （CAC） and explore the mechanism of Huangqintang in regulating immune function and inflammatory response， inhibiting abnormal cell proliferation， and delaying or inhibiting CAC formation in CAC. MethodC57BL/6J mice were randomly divided into a normal group， model group， mesalazine group， and high- and low-dose Huangqintang groups according to body weight， with 12 mice in each group. Except for the normal group， the rest of the mice were given two intraperitoneal injections of 10 mg·kg^-1 azomethane （AOM） and allowed to drink 1.5% dextran sodium sulfate （DSS） freely for seven days and water normally for two weeks. Then， two cycles of ''DSS-drinking water'' were repeated. During the administration of DSS， mice in the normal group and model group were given gavage in equal doses of pure water. Mice in the mesalazine group were given 150 mg·kg^-1·d^-1 mesalamine suspension for gavage， and mice in the high- and low-dose Huangqintang groups were given 18 and 9 g·kg^-1·d^-1 Huangqintang for gavage， respectively. Each group was given one dose daily until the end of three cycles. After the intervention， the body weight， colon length， and number of colon tumors in each group were measured， and disease activity index （DAI） scores were performed. The serum contents of interleukin-6 （IL-6）， tumor necrosis factor-α （TNF-α）， interleukin-1β （IL-1β）， interleukin-4 （IL-4）， interleukin-10 （IL-10）， and gastrointestinal tumor marker carbohydrate antigen-199 （CA199） were detected by enzyme linked immunosorbent assay （ELISA）. The colonic lesions were observed by hematoxylin-eosin （HE） staining. The expression of proliferative cell-associated antigen （Ki67） was observed by immunohistochemistry. The expression of T lymphocyte subsets （CD3⁺， CD4⁺， CD8⁺， and CD49b⁺） in mouse plasma was detected by flow cytometry. Fluorescein isothiocyanate-D （FITC-D） content in mouse serum was detected by fluorescent labeling method. The Western blot method was used to detect the expression of Cyclin D₁， cyclin-dependent kinase 2 （CDK2）， cyclin-dependent kinase 4 （CDK4）， and tightly junction-related Occludin and Claudin-1. ResultCompared with the normal group， the body weight of mice in the model group decreased. DAI score increased significantly， and the colon became shorter. Pro-inflammatory factors such as IL-6， TNF-α， and IL-1β increased， and IL-6 and TNF-α were significantly increased （P<0.05）. The inflammatory factor IL-4 （P<0.05） and IL-10 were significantly reduced， and the tumor marker CA199 was significantly increased （P<0.01）. HE staining showed that colon lesions， intestinal mucosal epithelial defects with a large number of inflammatory infiltrates， serious crypt structure damage， and glandular arrangement disorder were observed in the model group. Ki67 positive granules were expressed in large areas of colonic tissue. The serum CD4⁺ and CD4⁺/CD8⁺ of mice in the model group decreased significantly （P<0.05）， and CD8⁺ increased significantly （P<0.05）. The plasma content of FITC-D in the model group was significantly increased （P<0.05）， and the expression of Cyclin D₁， CDK2， and CDK4 proteins in colon tissue was significantly increased （P<0.05， P<0.01）. In addition， the expression of Occludin and Claudin-1 was significantly decreased. Compared with the model group， the body weight of mice in the mesalazine group and the high- and low-dose Huangqintang groups increased. DAI score decreased， and the colon became longer. IL-6， TNF-α， and IL-1β expression decreased （P<0.05， P<0.01）， but there was no significant change in IL-4 and IL-10. The content of CA199 was significantly reduced （P<0.05）， and the colomatoid lesions and inflammatory infiltrates were reduced in the mesalazine group and the Huangqintang group. The crypt structure damage was lighter， and the positive expression of Ki67 was reduced. CD4⁺， CD4⁺/CD8⁺， and CD49b⁺ increased， and the difference was not statistically significant. FITC-D content decreased （P<0.05）. The expression of Cyclin D₁， CDK2， and CDK4 decreased （P<0.05， P<0.01）， and Claudin-1 and Occludin protein expression increased in the high-dose Huangqintang group （P<0.05）. ConclusionHuangqintang has a certain delay and inhibitory effect on AOM/DSS-induced inflammatory cancer transformation， and its mechanism of action may be related to regulating immune function and inflammatory response， inhibiting the release of pro-inflammatory factors， repairing damaged intestinal barriers， inhibiting abnormal proliferation of colon cells， and intervening in the formation and development of CAC colon tumors.