To explore the feasibility of using UAV-LiDAR for measuring the leaf area index (LAI) of crop canopies, we employed UAV-LiDAR to scan sugarcane canopies during the tillering and elongation stages, acquiring canopy point cloud data. Subsequently, features such as average row height, projected row area, point cloud density at different canopy layers, and the ratios between these parameters were extracted. Three feature selection methods-partial least squares regression (PLSR), XGBoost feature importance (XGBoost-FI), and random forest-recursive feature elimination (RF-RFE)-were adopted to evaluate and identify the optimal input variables for modeling. With these selected variables, LAI inversion models were developed based on random forest (RF) and adaptive boosting (AdaBoost) algorithms, and their performance was assessed. Among the extracted features, the projected row area S_p and the total row point count C_total exhibited strong correlations with LAI, with correlation coefficients of 0.73 and 0.72, respectively. The AdaBoost-based LAI inversion model, using the projected row area S_p, average height H_avg, mid-layer point cloud density C_m, and total row point count C_total as input variables, achieved the best performance, with a coefficient of determination (R_v²) of 0.713 and a root mean square error (RMSE_v) of 0.25 on the validation set. This study provides an effective method for high-throughput acquisition of LAI in field crops, offering valuable scientific support for sugarcane field management and breeding efforts.
Plant Leaves/growth & development* ; Saccharum/growth & development* ; Algorithms ; Unmanned Aerial Devices ; Remote Sensing Technology/methods* ; Crops, Agricultural/growth & development*

Objective To compare image quality and clinical usefulness between single breath-hold three-dimensional magnetic resonance cholangiopancreatography with compressed sensing(3D BH-CS-MRCP)and with gradient and spin-echo(3D BH-GRASE-MRCP)and conventional three-dimensional breath-triggered magnetic resonance cholangiopancreatography(3D RT-MRCP).Methods A retrospective analysis was performed in 48 patients(26 males and 22 females,mean age of 53.14±15.19 years),who underwent 3D BH-GRASE-MRCP,3D BH-CS-MRCP and 3D RT-MRCP from September to December 2023.Pancreaticobiliary duct visibility,motion artifacts,background suppression,and overall image quality were scored on a 5-point scale by two radiologists.The relative contrast ratio of three bile duct segmentations(common bile duct,left and right intrahepatic bile ducts)were calculated,and the acquisition time of the three sequences was recorded.Friedman test with a post-hoc test was performed to compare image acquisition time,qualitative and quantitative results.Results The acquisition time was significantly shorter in the two breath-hold groups than for conventional 3D RT-MRCP(P＜0.001).There were no significant differences in overall image quality,motion artifacts,common bile duct and primary branch of intrahepatic bile duct among the three groups.The relative contrast ratio,intrahepatic biliary secondary branch visibility and background suppression score of 3D RT-MRCP and BH-CS-MRCP were significantly higher than those of BH-GRASE-MRCP(P＜0.01).The pancreatic duct(proximal,middle,distal)visibility score of 3D RT-MRCP was significantly better than that of BH-GRASE-MRCP(P=0.002,0.043,0.001),but the gallbladder and gallbladder duct visibility score of BH-GRASE-MRCP was higher than that of 3D RT-MRCP(P=0.036).There was no significant difference between 3D RT-MRCP and BH-CS-MRCP scores except for the middle and distal pancreatic duct visibility.Conclusion Breath-hold 3D MRCP with GRASE and CS can give us feasible options for pancreaticobiliary diagnosis,which significantly shortens the acquisition time without reducing the overall image quality.Compared with BH-GRASE-MRCP,BH-CS-MRCP has better consistency in pancreaticobiliary duct visibility and background suppression.

Objective:To explore the incidence of delirium in patients of advanced age hospitalized in internal medicine departments and analyze its influencing factors.Methods:A retrospective analysis was conducted on the medical records of 586 patients of advanced age hospitalized in internal medicine departments at the Beijing University of Chinese Medicine Third Affiliated Hospital from May 2023 to May 2024. Patients were divided into a delirium group and a non-delirium group based on whether delirium occurred. Univariate analysis and binary Logistic regression analysis were used to explore the factors influencing delirium in patients of advanced age hospitalized in internal medicine departments.Results:Among 586 patients of advanced age hospitalized in internal medicine departments, the incidence of delirium was 21.2% (124/586). Binary Logistic regression analysis showed that age, activities of daily living (Barthel Index), folate deficiency, sleep disorders, and indwelling catheters were factors influencing delirium in patients of advanced age hospitalized in internal medicine departments ( P<0.05) . Conclusions:The incidence of delirium is high among patients of advanced age hospitalized in internal medicine departments. Healthcare professionals should pay particular attention to elderly patients with advanced age, limited activities of daily living, folate deficiency, sleep disorders, and indwelling catheters, and should implement targeted preventive strategies as early as possible.

Objective:To explore the incidence of delirium in patients of advanced age hospitalized in internal medicine departments and analyze its influencing factors.Methods:A retrospective analysis was conducted on the medical records of 586 patients of advanced age hospitalized in internal medicine departments at the Beijing University of Chinese Medicine Third Affiliated Hospital from May 2023 to May 2024. Patients were divided into a delirium group and a non-delirium group based on whether delirium occurred. Univariate analysis and binary Logistic regression analysis were used to explore the factors influencing delirium in patients of advanced age hospitalized in internal medicine departments.Results:Among 586 patients of advanced age hospitalized in internal medicine departments, the incidence of delirium was 21.2% (124/586). Binary Logistic regression analysis showed that age, activities of daily living (Barthel Index), folate deficiency, sleep disorders, and indwelling catheters were factors influencing delirium in patients of advanced age hospitalized in internal medicine departments ( P<0.05) . Conclusions:The incidence of delirium is high among patients of advanced age hospitalized in internal medicine departments. Healthcare professionals should pay particular attention to elderly patients with advanced age, limited activities of daily living, folate deficiency, sleep disorders, and indwelling catheters, and should implement targeted preventive strategies as early as possible.

Objective To compare image quality and clinical usefulness between single breath-hold three-dimensional magnetic resonance cholangiopancreatography with compressed sensing(3D BH-CS-MRCP)and with gradient and spin-echo(3D BH-GRASE-MRCP)and conventional three-dimensional breath-triggered magnetic resonance cholangiopancreatography(3D RT-MRCP).Methods A retrospective analysis was performed in 48 patients(26 males and 22 females,mean age of 53.14±15.19 years),who underwent 3D BH-GRASE-MRCP,3D BH-CS-MRCP and 3D RT-MRCP from September to December 2023.Pancreaticobiliary duct visibility,motion artifacts,background suppression,and overall image quality were scored on a 5-point scale by two radiologists.The relative contrast ratio of three bile duct segmentations(common bile duct,left and right intrahepatic bile ducts)were calculated,and the acquisition time of the three sequences was recorded.Friedman test with a post-hoc test was performed to compare image acquisition time,qualitative and quantitative results.Results The acquisition time was significantly shorter in the two breath-hold groups than for conventional 3D RT-MRCP(P＜0.001).There were no significant differences in overall image quality,motion artifacts,common bile duct and primary branch of intrahepatic bile duct among the three groups.The relative contrast ratio,intrahepatic biliary secondary branch visibility and background suppression score of 3D RT-MRCP and BH-CS-MRCP were significantly higher than those of BH-GRASE-MRCP(P＜0.01).The pancreatic duct(proximal,middle,distal)visibility score of 3D RT-MRCP was significantly better than that of BH-GRASE-MRCP(P=0.002,0.043,0.001),but the gallbladder and gallbladder duct visibility score of BH-GRASE-MRCP was higher than that of 3D RT-MRCP(P=0.036).There was no significant difference between 3D RT-MRCP and BH-CS-MRCP scores except for the middle and distal pancreatic duct visibility.Conclusion Breath-hold 3D MRCP with GRASE and CS can give us feasible options for pancreaticobiliary diagnosis,which significantly shortens the acquisition time without reducing the overall image quality.Compared with BH-GRASE-MRCP,BH-CS-MRCP has better consistency in pancreaticobiliary duct visibility and background suppression.

To investigate the risk factors for early relapse after curative resection of Siewert type Ⅱ/Ⅲ adenocarcinoma of esophagogastric junction (AEG) and construct a visual predictive model.

The occurrence of benign prostate hyperplasia(BPH)was related to disrupted sex steroid hormones,and metformin(Met)had a clinical response to sex steroid hormone-related gynaecological disease.How-ever,whether Met exerts an antiproliferative effect on BPH via sex steroid hormones remains unclear.Here,our clinical study showed that along with prostatic epithelial cell(PEC)proliferation,sex steroid hormones were dysregulated in the serum and prostate of BPH patients.As the major contributor to dysregulated sex steroid hormones,elevated dihydrotestosterone(DHT)had a significant positive rela-tionship with the clinical characteristics of BPH patients.Activation of adenosine 5'-monophosphate(AMP)-activated protein kinase(AMPK)by Met restored dysregulated sex steroid hormone homeostasis and exerted antiproliferative effects against DHT-induced proliferation by inhibiting the formation of androgen receptor(AR)-mediated Yes-associated protein(YAP1)-TEA domain transcription factor(TEAD4)heterodimers.Met's anti-proliferative effects were blocked by AMPK inhibitor or YAP1 over-expression in DHT-cultured BPH-1 cells.Our findings indicated that Met would be a promising clinical therapeutic approach for BPH by inhibiting dysregulated steroid hormone-induced PEC proliferation.

Objective To establish a prediction model for in-hospital mortality risk in patients with sepsis-induced coagulopathy based on LASSO regression.Methods Patients with sepsis-induced coagulopathy ad-mitted to intensive care unit(ICU)at Beth Israel Deaconess Medical Center during 2008 to 2019 were selected from the Medical Information Market for Intensive Care(MIMIC)-Ⅳ database(version 2.1)for retrospective study.The study subjects were randomly divided into modeling group and verification group,and the feature variables were screened by LASSO regression.The feature variables were analyzed by multivariate Logistic re-gression to determine independent risk factors,and the nomogram prediction model was established at the same time.The model performance was evaluated by drawing calibration curve and receiver operating charac-teristic(ROC)curve,as well as decision curve analysis.Results A total of 4 994 patients with sepsis-induced coagulopathy admitted to ICU for the first time were enrolled in this study.They were randomly divided into a model group(n=3 495)and a validation group(n=1 499)at a ratio of 7:3.Multivariate Logistic regres-sion analysis showed that age,mean respiratory rate,mean corpuscular hemoglobin concentration,red blood cell count,platelet count,prothrombin time,anion gap,acute physiological score Ⅲ and acute kidney injury were independent risk factors for in-hospital mortality of patients with sepsis-induced coagulopathy.Based on the above independent risk factors,a nomographic prediction model was constructed.The area under the ROC curve and 95％confidence interval of the nomogram in the modeling group and validation group were 0.864(0.849-0.880)and 0.877(0.852-0.901),respectively.The sensitivity was 0.795 and 0.763,and the speci-ficity was 0.779 and 0.843,respectively.The calibration curve suggested that the predicted probability was ba-sically consistent with the actual probability,and the decision curve analysis showed that it had good clinical net benefits within a wide range of threshold.Conclusion The nomogram model based on MIMIC-Ⅳ database has good predictive value for predicting the in-hospital mortality of patients with sepsis-induced coagulopathy and can be used to guide clinical work.

Objective To establish and evaluate a rapid detection method for SARS-CoV-2 based on reverse transcriptase-recombinase aided amplification(RT-RAA)combined with the clustered regularly interspaced short palindromic repeats(CRISPR)/Cas12a system.Methods RT-RAA primers and CRISPR-derived RNA(crRNA)were designed based on the nucleocapsid(N)gene of SARS-CoV-2 from NCBI database.The detection system was optimized with magnesium acetate(MgAc)concentration,RT-RAA reaction tempera-ture and time and LbCas12a reaction temperature.The sensitivity and specificity of the method were evaluated using recombinant plas-mids(100-106 copies/μL)and other respiratory pathogens.The RT-RAA-CRISPR/Cas12a method was compared with RT-PCR by tes-ting 70 clinical samples in parallel.Results The optimized RT-RAA-CRISPR/Cas12a assay could detect SARS-CoV-2 within 50 min at 37 ℃.The limit of detection was 10 copies/μL for the fluorescence-based method and 1×102 copies/μL for the lateral flow assay.The method specifically detected SARS-CoV-2 without cross-reactivity to other respiratory pathogens.The results of testing 70 clinical samples using RT-RAA-CRISPR/Cas12a showed agreement of 100％with those of RT-PCR.Conclusion The established RT-RAA-CRISPR/Cas12a assay for SARS-CoV-2 detection is rapid,cost-effective,highly sensitive and specific.It can be performed by less experienced personnel and no expensive equipment is required,thus it may provide a new approach for rapid clinical diagnosis and large-scale on-site screening of SARS-CoV-2.

Methods:A total of 392 patients with seasonal allergic rhinitis were selected from the population of the epidemiological investigation project of allergic diseases in Hohhot, Inner Mongolia. The project was led by Department of Allergy, Beijing Shijitan Hospital, Capital Medical University, and assisted by Hohhot First Hospital from April to May 2023. The patients were randomly divided into a spleen aminopeptide group (296 cases) and control group (96 cases) at a ratio of 3∶1, and the enrollment period was from June 1 to 14, 2023. The treatment group was treated with spleen aminopeptide oral solution for 12 weeks starting from 4-6 weeks (±7 days) before the pollen dispersal period, while the control group was treated with a simulated agent of spleen aminopeptide oral solution. Both the treatment group and the control group were treated with oral antihistamines and/or nasal glucocorticoids as needed during the pollen dispersal period. Evaluate the therapeutic effect by comparing the symptom scores, drug scores and quality of life scores of the two groups, and detect the expression levels of cytokines in serum. Symptom scores, quality of life scores, drug scores and laboratory results were compared by independent sample t test/Kruskal-Wallis test and χ2 test/Fisher′s exact test. Results:Compared with the control group, spleen aminopeptide treatment for 12 weeks significantly improved symptoms of nasal congestion [ M( Q1, Q3):2(1, 2) vs. 2(1, 3), H=6.308, P<0.05], nasal itching [ M( Q1, Q3):2(1, 2) vs. 2(1, 3), H=4.966, P<0.05], sneezing [ M( Q1, Q3):2(1, 2) vs. 2(1, 3), H=5.245, P<0.05], runny nose [ M( Q1, Q3):2(1, 2) vs. 2(1, 3), H=5.41, P<0.05] and tearing [ M( Q1, Q3):1(0, 2) vs. 1(0, 3), H=4.664, P<0.05]. At 12 weeks of treatment, the scores of nasal symptoms and ocular symptoms in control group and experimental group were significantly increased compared with baseline ( P<0.05). In experimental group, nasal congestion [ M( Q1, Q3):1(0, 1) vs. 1(0, 2), H=4.042, P<0.05], eye itching/foreign body sensation/redness symptom scores [ M( Q1, Q3):1(0, 2) vs. 1(0, 2), H=5.302, P<0.05] and total scores [ M( Q1, Q3):4(-1, 9) vs. 5(0, 12.5), H=3.958, P<0.05] were significantly increased. The antihistamine drug score of the splenic peptide treatment group at 6 weeks were lower than that of the control group ( H=4.232, P<0.05). After 12 weeks of treatment, the antihistamine drug score [ M( Q1, Q3):10(0, 24) vs. 19(2, 36.5), H=6.67, P<0.05] and the total drug score [ M( Q1, Q3):28.5(5, 77.5) vs. 46(6, 155.5), H=3.995, P<0.05] were significantly lower than those of the control group. The serum IL-17A levels of the treatment group were significantly lower than those of the control group after 6 weeks (0.7±1.77 vs. 0.85±1.67 ,H=10.08, P<0.05) and 12 weeks (0.81±1.63 vs. 0.94±1.73, H=5.196, P<0.05) of splenic aminopeptide treatment. Conclusions:Early treatment with spleen aminopeptide oral solution can significantly improve nasal and ocular symptoms of patients with seasonal allergic rhinitis, reduce the use of drugs during the onset period, and improve the quality of life. It may exert an immunomodulatory effect by reducing the expression level of IL-17A in the serum of patients.Objects:To conduct a study on the prevention and treatment of seasonal allergic rhinitis in Hohhot, Inner Mongolia, evaluate the preventive and therapeutic effects of spleen aminopeptide oral solution on seasonal allergic rhinitis, and explore its related mechanisms.