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 investigate the characteristics of cognitive frailty and its influencing factors in older patients with chronic heart failure.Methods:In this cross-sectional study, 300 older patients hospitalized for chronic heart failure in a tertiary hospital in Shandong Province between September 2021 and September 2022 were selected.A general information questionnaire, the mini-nutritional assessment scale-short form(MNA-SF), the athens insomnia scale(AIS), the ulca loneliness scale, the geriatric depression scale-5 item version(GDS-5), and the social support rating scale(SSRS)were used for assessment and influencing factors were identified by univariate and Logistic regression analysis.Results:Among 300 older patients with chronic heart failure, the prevalence of cognitive frailty was 75.3%(226 cases). Logistic regression analysis showed that age between 70-79 years( OR=0.543, 95% CI: 0.299-0.987), education level( OR=3.644, 95% CI: 1.780-7.461), weekly intellectual activity( OR=2.168, 95% CI: 1.082-4.334)and loneliness( OR=1.101, 95% CI: 1.032-1.175)were factors influencing cognitive frailty in older patients with chronic heart failure. Conclusions:The prevalence of cognitive frailty in older patients with chronic heart failure is high, and age, education level, weekly intellectual activity and loneliness are influencing factors, with education level having the greatest impact on older patients with chronic heart failure.

Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.

Objective:To explore the mediating roles of family resilience and perceived social support between fear of progression and quality of life in patients with adult pulmonary hypertension, so as to provide guidance for grassroots medical staff to deeply understand and improve the long-term quality of life of adult pulmonary hypertension patients.Methods:Using a convenience sampling method, 219 adult pulmonary hypertension patients who attended Qilu Hospital, Shandong University from July 2021 to February 2022 were selected for a cross-sectional study using the World Health Organization Quality of Life Questionnaire Abbreviated Version (WHOQOL-BREF), Perceived Social Support Scale (PSSS), Shortened Chinese version of the Family Resilience Assessment Scale (FRAS-C) and Chinese version of Fear of Progression Questionnaire-Short Form (FoP-Q-SF) for investigation. A structural equation model was established to evaluate the mediating effect of family resilience and perceived social support on fear of progression and quality of life.Results:The scores of WHOQOL-BREF, PSSS, FRAS-C, and FoP-Q-SF were (45.85 ± 10.22), 66(56, 75), 94(89, 97) and 39(32, 46) points in adult pulmonary hypertension patients. The total scores of WHOQOL-BREF were negatively correlated with FoP-Q-SF ( r = -0.63, P<0.01), and positively correlated with FRAS-C and PSSS ( r=0.54, 0.46, both P<0.01). Family resilience played a partial mediating role between fear of progression and quality of life, accounting for 13.43% of the total effect. Family resilience and perceived social support played a chain mediating role between fear of progression and quality of life, accounting for 2.71% of the total effect. Conclusions:Family resilience-perceived social support play mediating roles between fear of progression and quality of life, healthcare workers can alleviate fear of progression and improve quality of life by promoting the levels of family resilience and perceived social support of adult pulmonary hypertension parents.

Objective:To evaluate nutritional status in elderly patients with chronic heart failure and to investigate its association with unplanned readmission.Methods:From July 2020 to August 2021, 220 elderly patients hospitalized for chronic heart failure in Qilu Hospital of Shandong University were enrolled in a prospective cohort study. Basic information, laboratory tests and other data of the patients were collected. Nutritional status of the patients was assessed by geriatric nutritional risk index and the patients were divided into groups. Data were analyzed by R4.1.1 and SPSS26.0, survival curves were drawn by Kaplan-Meier method, and the relationship between nutritional status and unplanned readmission in elderly patients with chronic heart failure was analyzed by univariate and multivariate Cox regression.Results:Among 220 elderly patients with chronic heart failure, 59.5%(131/220) were in normal nutrition. There were 40.5%(89/220) in the malnutrition, including 26.8%(59/220) in the mild malnutrition and 13.6%(30/220) in the moderate and severe malnutrition. During the follow-up period of 3 months, 25.9% (57/220) had unplanned readmission. Kaplan-Meier survival curve showed that the incidence of unplanned readmissions was higher in the moderate and severe malnutrition than in the normal and mild malnutrition, and the difference among them was statistically significant ( P<0.05). Multivariate Cox regression analysis showed that moderate and severe malnutrition was an independent predictor of unplanned readmission in elderly patients with chronic heart failure ( HR=2.064, 95% CI 1.029-4.138, P<0.05). Conclusions:The prevalence of malnutrition in elderly patients with chronic heart failure is high. Moderate and severe malnutrition is an independent predictor of unplanned readmission in elderly patients with chronic heart failure. The geriatric nutritional risk index is an effective screening tool and can provide a reference for clinical evaluation of nutritional risk in patients.

Objective To optimize the treatment process of patients in Ophthalmology Outpatient, so as to enhance patient′s satisfaction and quality of care service. Methods The nurse manager of Department of Ophthalmology experienced treatment process in other hospital with team and summarized the feeling of other hospital′s treatment process, and improve the treatment process according to the existed problems including reconstruction of Outpatient work process, the implementation of registration system in Outpatient, building up Office of Returning Visit, doing extended nursing, developing “I am patient” activity, training communication ability and skills for constructing doctor-patient relationship, strengthening health education and other nursing services. Results 2014 and 2015 in Ophthalmology Outpatient of our hospital, the patients′ waiting time for treatment became short after carrying out the experience of nurses′transposition experience ( P<0.05) , and the patients′satisfaction were significantly improved after exchanging ( P<0. 05 ) , as well as the reduction of effective complaint rate (P<0.05).Conclusions To optimize the treatment process of patients in Department of Ophthalmology can shorten the time of treatment waiting time, improve the satisfaction of outpatients, so as to improve the quality of nursing service.

Objective To construct mouse model of acute myeloid leukemia and detect the expression of ANGPT 1 ,ANGPT2 and VEGF gene on the cells its as well as the clinical significance .Methods The HL‐60 cells were transfected to NOD/SCID mouse through abdominal injection to construct mouse model of acute myeloid leukemia .Then identify mouse model by histopathology and Flow Cytometry .The expression of ANGPT2 ,ANGPT1 and VEGF mRNA in the tumor tissues of mouse model was detected by real‐time fluorescence quantitative PCR .The expression of ANGPT2 will be analyzed on the survival time of mouse model by Spearman′s correlation method .Results Mouse model has been successfully identified by histopathology and Flow Cytometry .The expression of ANGPT2 and VEGF in mouse mode was significantly detected ,which was that of higher than normal group (P<0 .05) .The expression of ANGPT1 was lower than that of ANGPT2 and VEGF ,there was no significant difference between AN‐GPT1 and normal groups (P>0 .05) .The higher expression of ANGPT2 in mouse model had a short survival time in mouse with acute myeloid leukemia .Conclusion This study showed that ANGPT2 mRNA was over‐expressed in acute myeloid leukemia .The increasing expression of ANGPT2 mRNA may lead to poor prognosis in mouse with acute myeloid leukemia .

Objective To observed the expression of serum TNF-α and IL-10 in rats with severe acute pancreatitis (SAP) at different altitudes,and to explore the relationships between TNF-α and IL-10,the pathological changes of the pancreas,and the experimental basis for clinical diagnosis and treatment of SAP.Methods 72 specific pathogen free (SPF) Wistar male rats were divided randomly into three groups:1 500 meters altitude (group L),3 300 meters altitude (group M),and 4 300 meters altitude (group H).These three groups were then each divided randomly into four subgroups:control (group n),6 hours after pancreatitis (group p 6 h),12 hours after pancreatitis (group p 12 h),and 24 hours after pancreatitis (group p 24 h).Pancreatitis was induced by intraductal administration of 5％ sodium taurocholate hydrate (NaTc).The rats were killed at 6,12,and 24 hours after NaTc injection in groups p.The group n rats were killed after 6 hours of pancreas observation.Blood samples and pancreatic tissues were collected post mortem and enzyme-linked immunosorbent assay (ELISA) measured serum TNF-α and IL-10.Results Compared with the control (group n),histopathological scores,IL-10,and TNF-α in the same altitude had a significant difference (P ＜ 0.05) in group p at each time point.In the same altitude of group p,histopathological scores and IL-10 were increased with time elapsed (P ＜ 0.05),while TNF-α was decreased with time elapsed (P ＜ 0.05).There was a significant difference between group Mp and Lp in histopathological scores,IL-10,and TNF-α (P ＜ 0.05),and the same result between group Hp and Lp (P ＜ 0.05),but there was no significant difference between group Hp and Mp (P ＜ 0.05).Meanwhile,IL-10 had a positive relationship with histopathological score,but TNF-α had a negative relationship with histopathological score.Conclusions The level of TNF-α increased with increasing altitude but significantly reduced with elapsed time.The level of IL-10 increased with both increasing altitude elapsed time.These results suggested that TNF-o and IL-10 might play a important role at different times in severe acute pancreatitis.

Objective Toinvestigateserumalanineaminotransferase(ALT)andtotalbilirubin(TB)concentrationsofchildrenin Panyu district of Guangzhou ,and establish the reference ranges for ALT and TB tests for healthy children of different gender and different age .Methods 4 065 children were chosen randomly ,and their serum ALT and TB were determined .After excluding the outliers ,the results were analyzed statistically .Results After excluding outliers ,a total of 4 000 children were enrolled in the stud-y ,including 2 241 males ,1 759 females ,aged 2- <9 years old .According to statistical analysis ,reference ranges were established . For male the ALT reference ranges were as follows ,2- <3 years old :5 .0-36 .0 U/L ,3- <4 years old :7 .0-21 .0 U/L ,4- <8 years old :6 .0-21 .0 U/L ,8- <9 years old :5 .0-24 .0 U/L ;TB reference ranges of male were as follows ,2- <3 years old :3-12μmol/L ,3- <7 years old :4-15 μmol/L ,7- <8 years old :4-16 μmol/L ,8- <9 years old :7-12 μmol/L .ALT reference range of female were as follows ,2- <3 years old :6 .0-30 .0 U/L ,3- <4 years old:7 .0-22 .0 U/L ,4- <9 years old :6 .0-19 .0 U/L ;female TB reference range ,2- <3 years old :3 .0-12 .0 μmol/L ,3- <4 years old :3 .0-13 .0 μmol/L ,4- <9 years old:4 .0-16 . 0 μmol/L .Conclusion Established the reference ranges of ALT and TB test for healthy children in Panyu district .

The inundation of Cordyceps sinensis counterfeits in the market makes it difficult to identify. In this study, 21 batches of wild C. sinensis from 3 different regions, 30 batches of naturally cultured C. sinensis and 4 kinds of counterfeits extracted by methanol and water were analyzed using NMR technology. 9 characteristic peaks were defined as quantitative criterion after comparison, and NMR fingerprints of C. sinensis were established. According to the result it is highly similar between naturally cultured C. sinensis and wild ones by comparing their NMR fingerprints. However, NMR spectra of four kinds of adulterants showed differences with C. sinensis. The result also showed that NMR fingerprint of C. sinensis are highly characteristic and specific. The NMR characteristic fingerprint of wild C. sinensis was consistent with the naturally cultured C. sinensis, and it indicated that the chemical constituents of wild C. sinensis and naturally cultured C. sinensis are nearly the same.