1.Influence of corneal fluorescein sodium staining on test results of iTrace visual function analyzer
Xin YIN ; Qingyan LIU ; Xiao SHAO ; Min XUE ; Yao LU ; Shuying MA ; Chunsheng SHI
International Eye Science 2025;25(4):680-684
AIM: To investigate the impact of corneal fluorescein sodium(NaF)staining on the examination results of iTrace visual function analyzer(iTrace).METHODS: Prospective cohort study. Totally 100 patients(100 eyes)with ametropia who visited the outpatient department of Anhui Eye Hospital from April to November 2024 were recruited. They were divided into an experimental group and a control group, with 50 patients(50 eyes, and only the right eyes were selected for inclusion)in each group. In the experimental group, corneal staining was performed using fluorescein sodium staining test strips, while in the control group, 1 drop of 0.9% normal saline was instilled into the eyes. The iTrace examination was conducted before the intervention and at 5, 10, and 20 min after the intervention. The total corneal higher-order aberrations, spherical aberration, coma aberration, trefoil aberration, best sphere value(RO value), asphericity factor(Q value), and corneal vertical refractive power difference(IS value)at each time of examination were recorded and compared.RESULTS: There was no statistically significant difference in the baseline levels between the two groups(all P>0.05). Intra-group comparison revealed that the total higher-order aberrations, spherical aberration, coma aberration, and trefoil aberration measured 5 min after NaF staining in the experimental group were significantly increased compared with those before staining(all P<0.05). Inter-group comparison showed that the changes(differences from the baseline)in the total corneal higher-order aberrations, spherical aberration, coma aberration, and trefoil aberration measured by iTrace 5 min after the intervention in the experimental group were significantly greater than those in the control group(all P<0.05). There was no statistically significant difference in the changes(differences from the baseline)of various iTrace parameters measured at 10 and 20 min after the intervention between the two groups(all P>0.05). There was no statistical significance in the RO value, Q value, and IS value in the two groups(all P>0.05).CONCLUSION: Corneal NaF staining can cause a short-term increase in the wavefront aberration values(total corneal higher-order aberrations, spherical aberration, coma aberration, trefoil aberration)measured by iTrace, and it gradually disappears with the passage of time. However, it has no impact on the measurement of corneal topography parameters(RO value, Q value, IS value).
2.Postoperative pulmonary infection in elderly patients with hip fracture:construction of a nomogram model for influencing factors and risk prediction
Haotian WANG ; Mao WU ; Junfeng YANG ; Yang SHAO ; Shaoshuo LI ; Heng YIN ; Hao YU ; Guopeng WANG ; Zhi TANG ; Chengwei ZHOU ; Jianwei WANG
Chinese Journal of Tissue Engineering Research 2024;28(36):5785-5792
BACKGROUND:Establishing a nomogram prediction model for postoperative pulmonary infection in hip fractures and taking early intervention measures is crucial for improving patients'quality of life and reducing medical costs. OBJECTIVE:To construct a nomogram risk prediction model of postoperative pulmonary infection in elderly patients with hip fracture,and provide theoretical basis for feasible prevention and early intervention. METHODS:Case data of 305 elderly patients with hip fractures who underwent surgical treatment at Wuxi Traditional Chinese Medicine Hospital Affiliated to Nanjing University of Chinese Medicine between January and October 2020(training set)were retrospectively analyzed.Using univariate and multivariate logistic regression analysis and Hosmer-Lemeshow goodness of fit test,receiver operating characteristic curve was utilized to analyze the diagnostic predictive efficacy of independent risk factors and joint models for postoperative pulmonary infections.Tools glmnet,pROC,and rms in R Studio software were applied to construct a nomogram model for predicting the risk of postoperative pulmonary infection in elderly patients with hip fractures,and calibration curves were further drawn to verify the predictive ability of the nomogram model.Receiver operating characteristic curves,calibration curves,and decision curves were analyzed for 133 elderly patients with hip fractures(validation set)receiving surgery at the same hospital from November 2022 to March 2023 to further predict the predictive ability of the nomogram model. RESULTS AND CONCLUSION:(1)The postoperative pulmonary infection rate in elderly patients with hip fractures in this group was 9.18%(28/305).(2)Single factor and multivariate analysis,as well as forest plots,showed that preoperative hospitalization days,leukocyte count,hypersensitive C-reactive protein,and serum sodium levels were independent risk factors(P<0.05).The Hosmer-Lemeshow goodness of fit test showed good fit(χ2=4.57,P=0.803).Receiver operating characteristic curve analysis was conducted on the independent risk factors and their joint models mentioned above,and the differentiation of each independent risk factor and joint model was good,with statistical significance(P<0.05).(3)The graphical calibration method,C-index,and decision curve were used to validate the nomogram prediction model.The predicted calibration curve was located between the standard curve and the acceptable line,and the predicted risk of the nomogram model was consistent with the actual risk.(4)The validation set used receiver operating characteristic curve,graphic calibration method,and decision curve to validate the prediction model.The results showed good consistency with clinical practice,indicating that the model had a good fit.The nomogram risk prediction model constructed for postoperative pulmonary infection in elderly patients with hip fractures has good predictive performance.The use of the nomogram risk prediction model can screen high-risk populations and provide a theoretical basis for early intervention.
3.Sensitivity factor analysis of asymmetric gait quality evaluation model based on random forest algorithm
Meijiao JIANG ; Junxia ZHANG ; Yangyang SHAO ; Fangfang LU ; Guofu YIN ; Fang YANG
Chinese Journal of Tissue Engineering Research 2024;28(36):5805-5810
BACKGROUND:The assessment of asymmetric gait quality plays a pivotal role in guiding rehabilitation training;however,the link between gait quality and kinematic-kinetic gait parameters remains ambiguous. OBJECTIVE:To formulate a machine-learning model for evaluating gait quality based on gait parameters,identify factors sensitive to gait quality from asymmetric gait parameters,investigate the relationship between gait indicators and gait quality,and provide guidance for asymmetric gait training and rehabilitation. METHODS:An asymmetric gait database was established through the creation of asymmetric conditions.Kinematic and kinetic data were collected from 8 young and 8 elderly subjects(all male,right dominant population)during gait tests.Gait quality for each test data set was assessed using symmetry indices,resulting in the creation of a gait parameter-gait quality dataset.Utilizing the Random Forest algorithm,a gait quality evaluation model was developed and key quality parameter factors were identified through differential analysis.This model was iteratively refined.The model's performance was evaluated through 10-fold cross-validation,and its effectiveness was verified using the cross-validation dataset. RESULTS AND CONCLUSION:(1)A gradient test was designed to categorize gait quality into optimal,suboptimal,intermediate,and poor groups,with 759,329,133,and 125 instances,respectively.(2)The application of the Random Forest algorithm in gait quality assessment was explored.A relationship model was established between gait indicators and gait quality,yielding a predictive model accuracy of 95.99%.(3)The 13 main parameters significantly influencing asymmetric gait quality were identified through the Random Forest model's feature importance ranking.(4)An analysis of gait quality sensitivity factors using the 13 important parameters led to the identification of five key sensitivity indexes.The Random Forest model utilizing these sensitivity factors achieved a predictive accuracy of 94.20%.
4.Investigation of the demands of chemometrics guidelines in China’s pharmaceutical industry
ZHAO Yu ; SHAO Xueguang ; YIN Lihui
Drug Standards of China 2024;25(1):005-009
Objective: To understand and grasp the current situation and actual demands of China’s pharmaceutical industry, in order to provide a basis for the establishment of the chemometrics guideline in the Chinese Pharmacopoeia.
Methods: Online questionnaire was adopted to investigate the chemometrics backgrounds and demands of pharmaceutical industry practitioners.
Results: The practitioners of China’s pharmaceutical industry had certain expectations and demands for the chemometrics guideline, but the situation of talent reserves was not that optimistic.
Conclusions: It is extremely urgent to develop the chemometrics guideline, as general chapters of the Chinese Pharmacopoeia, which serve as the legal basis to guide the data quality control, the establishment of analytical methods and the verification of analytical methods in analytical practice, so as to ensure the scientific of multivariate analysis methods and reliability of analytical results, and will be conducive to promoting the improvement of China’s pharmaceutical level.
5.Bioequivalence study of pitavastatin calcium dispersible tablets in healthy Chinese volunteers
Wei ZHANG ; Chun-Miao PAN ; Xiao-Dan WANG ; Yin HU ; Rong SHAO ; Bo JIANG
The Chinese Journal of Clinical Pharmacology 2024;40(10):1497-1501
Objective To compare the bioavailability and bioequivalence of pivastatin calcium dispersive tablets in healthy Chinese subjects.Methods A single dose of pitavastatin calcium(2 mg)was orally administered to the test preparation or reference preparation under fasting and postprandial conditions,respectively.The plasma concentrations of pitavastatin calcium were measured at different time points before and after administration by high performance liquid chromatography-tandem mass spectrometry(HPLC-MS/MS).The bioequivalence of the two formulations was evaluated.Results Subjects received pitavastatin calcium test preparation and reference preparation in fasting condition,the Cmax were(47.79±23.99)and(46.03±21.82)ng·L-1;AUC0_,were(96.56±42.64)and(97.96±35.40)ng·h·L-1;AUC0_∞ were(102.09±43.01)and(103.46±35.62)ng·h·L-1,respectively.The 90%confidence intervals of the geometric mean ratios of Cmax,AUC0_t and AUC0-∞ of pitavastin-calcium test formulation and reference formulation were 96.28%-111.16%,94.46%-101.19%and 94.77%-101.31%,respectively.Subjects received pitavastatin calcium test preparation and reference preparation in fasting condition,the Cmax were(27.32±10.68)and(28.58±11.39)ng·L-1;AUC0_t were(82.76±27.58)and(84.06±29.12)ng·h·L-1;AUC0_∞ were(87.88±26.93)and(89.29±29.18)ng·h·L-1,respectively.The 90%confidence intervals of the geometric mean ratios of Cmax,AUC0_t and AUC0_∞ of the test formulation and the reference formulation of pitavastatin calcium were 87.39%-102.10%,94.62%-101.34%and 94.88%-101.47%,respectively.All of them were within the bioequivalence range of 80.00%to 125.00%.Conclusion Two pivastatin calcium dispersion tablets were bioequivalent and safe in healthy Chinese adult subjects.
6.Analysis of factors associated with spread through air spaces(STAS) of small adenocarcinomas(≤2 cm) in peripheral stage ⅠA lungs and modeling of nomograms
Jing FENG ; Wei SHAO ; Xiayin CAO ; Jia LIU ; Jialei MING ; Ya’nan ZHANG ; Jianbing YIN ; Jin CHEN ; Honggang KE ; Lei CUI
Chinese Journal of Thoracic and Cardiovascular Surgery 2024;40(3):129-136
Objective:To investigate the relationship between spread through air spaces(STAS) of peripheral stage ⅠA small adenocarcinoma of the lung(≤2 cm) and related factors such as clinical and CT morphological features, and to construct a nomogram model.Methods:Relevant clinical, pathological and imaging data of patients who underwent lung surgery and were diagnosed as peripheral stage ⅠA small lung adenocarcinoma by postoperative pathology in the Affiliated Hospital of Nantong University from 2017 to 2022 were collected, of which cases that met the inclusion criteria from 2017 to 2021 served as the training group, and those that met the inclusion criteria in 2022 served as the validation group. The independent risk factors for the occurrence of STAS in peripheral stage ⅠA lung small adenocarcinoma were investigated by using univariate analysis and multifactorial logistic regression analysis, based on which a nomogram prediction model was constructed, and the subjects were analyzed by using the receiver operating characteristic curve( ROC), correction model, etc. were used to evaluate the model. Results:A total of 430 patients who met the criteria were included, including 351 patients in the training group(109 STAS-positive and 242 STAS-negative) and 79 patients in the validation group(23 STAS-positive and 56 STAS-negative). Univariate analysis showed that the patients in the two groups showed a significant difference in age(>58 years old), gender, smoking history, tumor location(subpleural, non-subpleural), pleural pull, nodule type, nodule maximal diameter, solid component maximal diameter, consolidation tumor ratio(CTR), lobulation sign, burr sign, bronchial truncation sign, vascular sign(includes thickening and distortion of blood vessels in/around the nodes), satellite lesions, and ground-glass band sign were statistically significant( P<0.05). The results of multifactorial logistic regression analysis showed that CTR( OR=4.98, P<0.001), lobulation sign( OR=4.07, P=0.013), burr sign( OR=3.66, P<0.001), and satellite lesions( OR=3.56, P=0.009) were the independent risk factors for the occurrence of STAS. Applying the above factors to construct the nomogram model and validate the model, the results showed that the ROC curve was plotted by the nomogram prediction model, and the area under the ROC curve( AUC) of the training set was 0.840(sensitivity 0.835, specificity 0.734), and the validation set had an AUC value of 0.852(sensitivity 0.786, specificity 0.783), and the training set and validation set calibration curves have good overlap with the ideal curve. Conclusion:CTR, lobular sign, burr sign, and satellite lesions are independent risk factors for STAS, and the nomogram model constructed in this study has good predictive value.
7.SRF-rearranged cellular perivascular myoid tumor: a clinicopathological analysis of two cases
Tangchen YIN ; Mengyuan SHAO ; Meng SUN ; Lu ZHAO ; Weng I LAO ; Qianlan YAO ; Qianming BAI ; Lin YU ; Xiaoyan ZHOU ; Jian WANG
Chinese Journal of Pathology 2024;53(1):64-70
Objective:To investigate the clinicopathological features, immunophenotype, diagnosis and differential diagnosis of SRF-rearranged cellular perivascular myoid tumor.Methods:Two cases of SRF-rearranged cellular perivascular myoid tumor diagnosed in the Department of Pathology, Fudan University Shanghai Cancer Center from October 2021 to March 2022 were collected. Immunohistochemical staining, fluorescence in-situ hybridization (FISH) and next-generation sequencing (NGS) were performed, and the literature was reviewed.Results:Case 1, a 3-month-old boy presented with a painless tumor of the scalp, measuring about 2 cm in diameter. Case 2, a 3-year-old girl complained with a painless tumor of the knee, measuring approximately 1.5 cm in diameter. Microscopically, the tumor had a clear boundary and showed multinodular growth. The tumor was mainly composed of spindle cells arranged in long intersecting fascicles associated with thin, slit-like or branching ectatic vessels, focally forming hemangiopericytoma-like appearance. The tumor cells were abundant, but there was no obvious atypia. Mitotic figures (3-4/10 HPF) were noted. H-caldesmon and SMA were positive in both cases. Case 1 showed diffuse and strong positivity for Desmin, and focally for CKpan. Ki-67 proliferation index was 20% and 30%, respectively. FISH displayed NCOA2 gene translocation in case 1 and the RELA gene translocation in case 2. NGS detected the SRF-NCOA2 gene fusion in case 1 and the SRF-RELA gene fusion in case 2. Both patients underwent local excisions. During the follow-up of 5-14 months, case 1 had no local recurrence, while case 2 developed local recurrence 1 year post operatively.Conclusions:SRF-rearranged cellular perivascular myoid tumor is a novel variant of perivascular cell tumor, which tends to occur in children and adolescents. The tumor forms a broad morphologic spectrum ranging from a pericytic pattern to a myoid pattern, and include hybrid tumors with a mixture of pericytic and myoid patterns. Due to its diffuse hypercellularity and increased mitotic figures and smooth muscle-like immunophenotype, the tumor is easy to be misdiagnosed as myogenic sarcomas. The tumor usually pursues a benign clinical course and rare cases may locally recur.
8.Effect of iron deficiency on the prognosis of elderly patients with ejection fraction preserved heart failure
Yao LI ; Hairui SHAO ; Jingyu WANG ; Yugang YIN ; Ying LIU ; Lei LYU
Chinese Journal of Postgraduates of Medicine 2024;47(9):774-779
Objective:To investigate the effect of iron deficiency on the prognosis of elderly patients with ejection fraction preserved heart failure (HFpEF).Methods:The clinical data of old patients (>75 years) with HFpEF from November 2021 to May 2023 in General Hospital of Eastern Theater of the Chinese People′s Liberation Army were retrospectively analyzed. The patients were divided into iron deficiency group (65 cases) and non-iron deficiency group (90 cases) according to serum ferritin (SF) and transferrin saturation (TSAT) at admission. The first hematological indexes and echocardiogram examination results after admission were compared between two groups. The patients were followed up until November 2023, the poor prognosis was recorded. The correlation between iron deficiency, iron metabolism indexes and poor prognosis in elderly patients with HFpEF was analyzed by Spearman correlation analysis. The Kaplan-Meier survival curve was drawn to analyze the effect of iron deficiency on the cumulative survival in elderly patients with HFpEF.Results:There were no statistical difference in triglyceride, total cholesterol, low density lipoprotein cholesterol, C-reactive protein, hemoglobin and echocardiogram indexes between the two groups ( P>0.05). The N-terminal pro-brain natriuretic peptide (NT-proBNP), creatinine, procalcitonin (PCT) and interleukin-6 (IL-6) in iron deficiency group were significantly higher than those in non-iron deficiency group: 427.23 (281.00, 736.90) pmol/L vs. 313.50 (182.47, 363.25) pmol/L, (167.93 ± 51.22) μmol/L vs. (121.71 ± 11.99) μmol/L, 0.12 (0.05, 0.22) μg/L vs. 0.07 (0.04, 0.16) μg/L and 25.60 (8.38, 47.01) ng/L vs. 10.15 (4.75, 19.89) ng/L, the SF, serum iron (SI) and TSAT were significantly lower than those in non-iron deficiency group: 75.40 (42.30, 198.00) μg/L vs. 207.00 (281.00, 736.90) μg/L, (6.49 ± 2.66) μmol/L vs. (12.75 ± 4.24) μmol/L and (16.65 ± 6.26)% vs. (33.78 ± 11.16)%, and there were statistical differences ( P<0.01 or <0.05). The patients were followed up for (12.06 ± 7.58) months, the all-cause mortality, cardiovascular mortality, readmission rate and heart failure readmission rate in iron deficiency group were significantly higher than those in non-iron deficiency group: 40.0% (26/65) vs. 20.0% (18/90), 18.5% (12/65) vs. 4.4% (4/90), 90.8% (59/65) vs. 70.0% (63/90) and 66.2% (43/65) vs. 17.8% (16/90), and there were statistical differences ( P<0.01). Spearman correlation analysis result showed that the iron deficiency was positive correlation with all-cause death, cardiovascular death, readmission and heart failure readmission in elderly patients with HFpEF ( P<0.01); the SI and TSAT were negative correlation with all-cause death, cardiovascular death, readmission and heart failure readmission ( P<0.01 or <0.05); and the SF was not correlation with the indexes ( P>0.05). Kaplan-Meier survival analysis result showed that the risk of all-cause death was significantly increased in elderly HFpEF patients with iron deficiency, and the cumulative survival rate was significantly reduced (log-rank χ2 = 6.48, P<0.05). Conclusions:The elderly HFpEF patients with iron deficiency have poor prognosis with high mortality and readmission rate.
9.Influencing factors of hypertension and diabetes care cascade: a qualitative study
Zhenzhong WANG ; Xuejun YIN ; Jingsong YANG ; Jia LI ; Qinglan LIU ; Guoxi WEI ; Min CHEN ; Bin JING ; Ruitai SHAO ; Luzhao FENG
Chinese Journal of Preventive Medicine 2024;58(5):615-621
Objective:Employing the cascade care model, this qualitative study explores determinants influencing the cascading care stages of hypertension and diabetes by interviewing various stakeholders.Methods:In July 2023, purposive sampling was employed to recruit participants from Gongyi and Wugang cities in Henan Province, and Linqu County in Weifang City, Shandong Province. Semi-structured in-depth interviews were conducted with representatives of policymakers, healthcare institution managers, providers, and patients with hypertension and diabetes.And thematic analysis was performed using both inductive and deductive approaches.Results:A total of 82 individuals were interviewed, with an age range of (53.8±12.0) years, among which 48 (58.5%) were male; including 5 policymakers, 10 institutional managers, 20 healthcare providers, and 47 patients with hypertension and diabetes. The study identified both barriers and facilitating factors at the patient, healthcare provider, and system levels across various stages: awareness, screening, diagnosis, treatment, long-term management, and control of hypertension and diabetes.Conclusion:By delineating and analyzing the barriers and facilitators at each stage of hypertension and diabetes care, this study lays the groundwork for the development of effective, feasible, and sustainable implementation pathways, with significant implications for the enhanced management of hypertension and diabetes in China.
10.Qualitative study on sustainability of intervention measures in the Shandong Provincial Department′s Joint Salt Reduction Project
Jingsong YANG ; Jing DONG ; Zhenzhong WANG ; Jia LI ; Xiaolei GUO ; Yihao ZHAO ; Xuejun YIN ; Ruitai SHAO
Chinese Journal of Preventive Medicine 2024;58(11):1697-1704
Objective:To employ qualitative research methods to evaluate the sustainability of the Shandong-Ministry of Health Action on Salt and Hypertension (SMASH) interventions and their influencing factors.Method:In September 2023, interviewees meeting the inclusion criteria were recruited through purposive sampling in Jinan, Shandong Province. A semi-structured interview guide was designed based on the CFIR and RE-AIM frameworks. Personal in-depth interviews and focus group discussions were conducted to gather insights on the feasibility, effectiveness, and sustainability of the project interventions from various stakeholders, including representatives from the government, food manufacturers, restaurants, academia, and residents.Results:A total of 15 individuals participated in in-depth interviews, involving six representatives from food manufacturers, four from restaurants, three from the government, and two from academia. There were four focus group discussions with 30 residents. The study found that at the individual resident level, health awareness and the availability of sodium reduction tools in the market could affect their salt reduction practices. For food manufacturers and restaurants, consumers′ preferences, technical challenges in reformulation, and government support were key factors determining the smooth progress of their salt reduction efforts. At the governmental level, multi-sectional coordination, chronic disease management demonstration areas, and the impact of the pandemic were the main factors influencing the implementation of sodium reduction interventions.Conclusion:Future endeavours should strengthen long-term management and optimise the complex influencing factors associated with intervention measures. This will be essential in sustaining and expanding the positive health outcomes achieved through the Shandong population sodium reduction strategy.

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