1.Intelligent transportation service based on the " Didi" mode in a certain hospital
Kun CAO ; Shuangning CAI ; Minxi ZHENG ; Linghong MAO ; Fei WANG ; Jiya CHEN
Chinese Journal of Hospital Administration 2024;40(6):464-467
Transportation service is an important part of hospital logistics management. In 2023, a tertiary hospital centered on patient service and guided by lean management, launched an intelligent transportation service in the " Didi" mode on the basis of the medical internet of things platform. This practice investigated the status of hospital transportation services and developed an intelligent transportation system that includes three subsystems: task reception and generation, dispatch and command of transportation center, and handheld computer accepting order. At the same time, standardized business processes were developed and transportation service performance evaluations were implemented. This practice had gradually piloted and achieved intelligent management of hospital transportation services. As of December 2023, the hospital had completed a total of about 310 thousand transportation tasks, of which 70% were intelligent system dispatching tasks. The timely delivery service rate had increased from 58% in 2022 to 98% in 2023. This practice had improved the quality and efficiency of transportation services, promoted the high-quality development of hospital logistics management, which could provide references for other hospitals to improve logistics management efficiency.
2.Predictive analysis and risk assessment of Kümmell's disease in patients with osteoporotic vertebral compression fractures
Zengjing LIU ; Linghong WU ; Jiarui CHEN ; Mingbo WANG ; Xianglong ZHUO ; Xiaozhong PENG ; Xiangtao XIE
Chinese Journal of Orthopaedics 2024;44(11):756-763
Objective:To analyze predictive risk indicators associated with the development of Kümmell's disease (KD) in patients with osteoporotic vertebral compression fractures (OVCFs).Methods:A 1∶1 frequency-matched case-control study design was employed, selecting patients who visited the Department of Spine Surgery at Liuzhou Workers' Hospital from January 2021 to June 2023. Patients were divided into case and control groups based on whether they progressed to Kümmell's disease (KD). Detailed demographic information, comorbidities, and laboratory data were collected, and baseline characteristics of the two groups were compared. Initial predictive variables significantly associated with the target variable were preliminarily screened through univariate analysis. A correlation heatmap was then constructed to assess collinearity among these variables, followed by further selection of potential predictors using the Lasso regression model. Finally, a multivariable logistic regression model was used for the prediction and analysis of KD-related risk indicators.Results:Univariate analysis identified significant predictors of Kümmell's disease, including patient age, bone mineral density, kyphotic Cobb angle, and multiple vertebral fractures. These were included in the subsequent Lasso regression analysis, which identified key predictors with non-zero coefficients: age, bone density, Cobb angle, multiple vertebral fractures, platelet count (PLT), aspartate aminotransferase/alanine aminotransferase (AST/ALT), albumin (Alb), albumin/globulin ratio (Alb/Glb), alkaline phosphatase (ALP), urea (UREA), serum uric acid (SUA), fibrinogen (Fn), blood glucose (BG), and C-reactive protein (CRP). The correlation heatmap revealed the correlation and collinearity risks between these variables, with ALT and AST/ALT showing a high correlation ( r=0.750) and PLT and Alb showing a low correlation ( r=-0.110). Multivariable logistic regression indicated that the presence of multiple vertebral fractures [ OR=2.078, 95% CI (1.072, 4.025), P=0.030], increased Cobb angle [ OR=1.033, 95% CI (1.008, 1.058), P=0.009], elevated levels of ALP [ OR=1.013, 95% CI(1.004, 1.023), P=0.006], and SUA [ OR=1.004, 95% CI (1.000, 1.007), P=0.043] were associated with an increased risk of KD in patients with OVCFs. Conversely, decreased levels of Fn [ OR=0.996, 95% CI (0.992, 0.999), P=0.008] were linked to an increased risk of KD. Conclusion:Multiple vertebral fractures, increased Cobb angle, elevated levels of ALP and SUA, along with decreased levels of Fn, can be used as early-warning indicators to predict whether patients with OVCFs will develop KD. Monitoring these indicators is crucial for the early detection and intervention in these patients.
3.Hepatic T cell subtypes and functional analysis among alveolar echinococcosis patients using single-cell RNA sequencing
Si CHEN ; Xiangqian WANG ; Wanzhong JIA ; Qigang CAI ; Xueyong ZHANG ; Qiang ZHANG ; Haibo ZHENG ; Linghong ZHU ; Bing LI ; Wei WANG ; Xiumin HAN
Chinese Journal of Schistosomiasis Control 2024;36(5):481-493
Objective To investigate T cell subtypes and their functions in liver immune microenvironments among patients with alveolar echinococcosis (AE) using single-cell RNA sequencing (scRNA-seq). Methods Four AE patients that were admitted to Qinghai Provincial People’s Hospital in 2023 for hepatic surgery for the first time were enrolled, and liver specimens were sampled 1 cm (peri-lesion, PL group) and > 5 cm from AE lesions (distal lesion, DL group) among each patient. Finally, a total of eight liver specimens were sampled from four AE patients for scRNA-seq analysis. Genome and transcriptome data of liver specimens were processed using the software Cell Ranger and R package. Differentially expressed genes (DEGs) and their biological functions were analyzed using gene ontology (GO) enrichment analysis and Kyoto encyclopedia of genes and genomes (KEGG) pathway analysis, and the primary intercellular communication patterns and interaction mechanisms were identified among T cell subtypes in liver specimens using the CellChat package. In addition, the developmental stages of T cells were subjected to trajectory analysis with the monocle package to investigate the expression of genes associated with cell growth and tumor transformation, and to predict the developmental trajectories of T cells. Results All four AE patients were female, with a mean age of (25.00 ± 9.06) years, and there were three cases from Jiuzhi County, Golog Tibetan Autonomous Prefecture and one case from Chengduo County, Yushu Tibetan Autonomous Prefecture, Qinghai Province. The viability of single-cell samples from eight liver specimens was 90.41% to 96.33%, and a total of 81 763 cells were analyzed, with 19 cell types annotated. Of these cell types, 13 were immune cells (87.60%), and T cells (33.13%), neutrophils (15.40%), and natural killer cells (11.92%) were the three most common cell types. Re-clustering of 27 752 T cells and proliferative T cells identified 10 distinct T cell subtypes, with CD8+ cytotoxic T cells (23.43%), CD8+ naive T cells (12.80%), and CD4+ effector memory T cells (17.73%) as dominant cell types. The proportions of T helper 2 (Th2) cells (5.19% vs. 3.63%; χ2 = 38.35, P < 0.01) and CD4+ effector memory T cells (21.59% vs. 13.67%; χ2 = 244.70, P < 0.01) were significantly higher in liver specimens in the PL group than in the DL group, and the proportion of CD4+ helper T cells was significantly lower in the PL group than in the DL group (7.50% vs. 14.75%; χ2 = 330.52, P < 0.01). KEGG pathway analysis revealed that Th2 cells were significantly enriched in cell apoptosis and multiple cancer-associated pathways, and CD4+ effector memory T cells were significantly enriched in the regulation of cytokines and chronic inflammation, while CD4+ helper T cells were significantly enriched in immune responses regulation. Trajectory analysis of T cells showed that CD4+ helper T cells were at an earlier developmental stage relative to Th2 cells and CD4+ effector memory T cells, and the expression of inhibitor of DNA binding 3 (ID3), thioredoxin interacting protein (TXNIP), Bcl2-associated athanogene 3 (BAG3) and heat shock protein family B (small) member 1 (HSPB1) genes appeared a tendency towards a decline over time. Conclusions CD4+ effector memory T cells and CD8+ cytotoxic T cells are primary interacting cells in the liver specimens of AE patients. Reduced expression of Th2 cells and CD4+ helper T cells contributes to an inhibitory immune microenvironment, which promotes immune evasion by Echinococcus multilocularis, and Th2 cells are significantly enriched in multiple cancer-associated pathways, which may be linked to the invasive growth of E. multilocularis.
4.Free trajectory cone beam computed tomography reconstruction method for synchronous scanning of geometric calibration phantom and imaging object.
Jiangze CAI ; Xiaoman DUAN ; Hongliang QI ; Yusi CHEN ; Jianhui MA ; Linghong ZHOU ; Yuan XU
Journal of Biomedical Engineering 2021;38(5):951-959
In order to suppress the geometrical artifacts caused by random jitter in ray source scanning, and to achieve flexible ray source scanning trajectory and meet the requirements of task-driven scanning imaging, a method of free trajectory cone-beam computed tomography (CBCT) reconstruction is proposed in this paper. This method proposed a geometric calibration method of two-dimensional plane. Based on this method, the geometric calibration phantom and the imaging object could be simultaneously imaged. Then, the geometric parameters could be obtained by online calibration method, and then combined with the geometric parameters, the alternating direction multiplier method (ADMM) was used for image iterative reconstruction. Experimental results showed that this method obtained high quality reconstruction image with high contrast and clear feature edge. The root mean square errors (RMSE) of the simulation results were rather small, and the structural similarity (SSIM) values were all above 0.99. The experimental results showed that it had lower image information entropy (IE) and higher contrast noise ratio (CNR). This method provides some practical value for CBCT to realize trajectory freedom and obtain high quality reconstructed image.
Algorithms
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Calibration
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Cone-Beam Computed Tomography
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Image Processing, Computer-Assisted
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Phantoms, Imaging
5.Evaluation of three predictive models of knowledge-based treatment strategies for radiotherapy
Aiqian WU ; Yongbao LI ; Mengke QI ; Qiyuan JIA ; Futong GUO ; Xingyu LU ; Yuliang LIU ; Linghong ZHOU ; Ting SONG ; Chaomin CHEN
Chinese Journal of Radiation Oncology 2020;29(5):363-368
Objective:To compare the accuracy and generalized robustness of three predictive models of knowledge-based treatment strategies for radiotherapy for optimized model selection.Methods:The clinical radiotherapy plans of 45 prostate cancer (PC) cases and 25 nasopharyngeal cancer (NPC) cases were collected, and analyzed using three models (Z, L and S model), proposed by Zhu et al, Appenzoller et al and Shiraishi et al, respectively, to predict the dose-volume histogram (DVH) of bladder and rectum on PC cases and that of left and right parotid on NPC cases. The prediction error was measured by the difference of area under the predicted DVH and the clinical DVH curves (|V (pre_DVH)-V (clin_DVH)|), where a smaller prediction error implies a greater prediction accuracy. The accuracies of these three models were compared on the single organ at risk (OAR), and the generalized robustness of models was evaluated and compared by calculating the standard deviation of the prediction accuracy on different OAR. Results:For bladder and rectum, the prediction error of L model (0.114 and 0.163, respectively) was significantly higher than those values of Z and S models (≤0.071, P<0.05); for left parotid gland, the predicted error of S model (0.033) did not present significant difference from those values of Z and L models (≤0.025, P>0.05); for right parotid gland, S model (0.033) demonstrated significantly higher prediction error than those of Z and L models (≤0.028, P<0.05). Regarding different OAR, S model showed a lower standard deviation of prediction accuracy when comparing to Z and L models (0.016, 0.018 and 0.060, respectively). Conclusions:In the prediction of DVH in bladder and rectum of PC, Z and S models were more accurate than L model. In contrast, Z and L models demonstrated higher accuracy than S model in the prediction of left and right parotid glands of NPC. In respect to different OAR, the generalized robustness of S model was superior than the other two models.
6.Risks and influencing factors of malnutrition in patients with lung cancer during chemotherapy
Linghong MAO ; Jiya CHEN ; Yafen GAO
Chinese Journal of Modern Nursing 2019;25(15):1933-1937
Objective? To investigate the risks of malnutrition in patients with lung cancer during chemotherapy and to analyze their influencing factors. Methods? The inpatients with lung cancer receiving chemotherapy in the Department of Respiratory Medicine, Enze Medical Center from September 2017 to August 2018 were selected by convenient sampling. The 112 patients were divided into groups according to Nutrition Risk Screen (NRS) 2002. Their general information, diet and malnutrition risks were investigated successively. Logistic regression analysis was used to identify the influencing factors to malnutrition risks of the patients during chemotherapy. Results? Totally 112 patients completed the study. 28 of them showed no risk of malnutrition, while 84 had risks of malnutrition. There were statistically significant differences in age, place of residency, household monthly income, nutritional management, tumor staging, intake of protein and fat, nausea, emesis and diarrhea between two groups with different nutrition conditions(P< 0.01). Logistic regression analysis revealed that age, place of residency,monthly income, nutritional management, tumor staging, intake of protein, nausea, emesis and diarrhea were the risk factors of malnutrition in patients with lung cancer during chemotherapy. Conclusions? Patients with lung cancer are at high risk of malnutrition during chemotherapy. Age, nutritional management, tumor staging, intake of protein, nausea, emesis and diarrhea are the risk factors of malnutrition in patients during chemotherapy. Effective nutritional management intervention shall be made for patients as early as possible, so as to reduce the incidence and worsening of malnutrition and improve patients' effects and quality of life.
7.Correlation analysis of quality of work life and psychological resilience of nurses in Operating Room
Hui ZHU ; Linghong YU ; Yan CHEN ; Yun CHU
Chinese Journal of Modern Nursing 2018;24(11):1247-1251
Objective To investigate the quality of life and psychological resilience of nurses in Operation Room, and to explore the relationship between them. Methods From January to June 2017, 5 Class Ⅲ Grade A hospitals in Wuxi were selected by convenient sampling, and 40 nurses in Operating Room were selected as the research objects in each hospital by drawing method. They were surveyed by the basic data questionnaire, Work-related Quality of Life Scale-2 and Chinese version of Connor-Davidson Resilience Scale. The independent sample t test, Pearson correlation analysis, and multiple linear regression analysis were used to analyze the data. Results Totally 196 valid data were finally collected. The scores of quality of work life and psychological resilience of 196 nurses were (96.83±14.77)and (56.83±9.65) respectively, both of which were below average. The psychological resilience of nurses in Operating Room was positively related to the quality of work life (r=0.612,P<0.01). The results of multivariate analysis showed that employment forms, working life and psychological resilience were the factors influencing the quality of working life of nurses in Operating Room (the standard regression coefficients were 0.077,-1.956,0.682;P<0.01), which explained 39.6% of the variation. Conclusions Resilience has positive influence on the quality of work life of nurses in Operating Room. Nursing managers can take appropriate measures to alleviate the work pressure of nurses, and fully mobilize their work enthusiasm, improve psychological resilience and then improve the quality of work life.
8.Clinical value of prenatal MRI in the diagnosis of fetal simple expansion of lateral ventricle and follow-up after birth
Zhi LI ; Pingya HE ; Zhiqin LUO ; Liming PAN ; Yaning CHEN ; Guosong SHEN ; Zhenghua FEI ; Maoyu LI ; Xiangming FANG ; Linghong QI ; Mingsong LIU
Chinese Journal of Obstetrics and Gynecology 2017;52(4):220-226
Objective To explore the value of prenatal MRI in the diagnosis of fetal simple expansion of lateral ventricle(ventriculomegaly), and follow up the nervous system development status after birth. Methods Simple expansion of the lateral ventricle fetus by prenatal MRI examination were collected in Huzhou Maternal and Child Care Hospital from May 2013 to June 2015, 126 cases of live births in expansion group, 50 normal cases were recruited in the same period as the control group. In expansion group, fetal subgroup analysis was done:(1) unilateral or bilateral lateral ventricle expasion:one group was 98 cases was lateral ventricle expansion (77.8%, 98/126), expansion of bilateral ventricle group was 28 cases (22.2%, 28/126). (2) Prenatal MRI in the diagnosis of the lateral ventricle of expansion: expansion of the lateral ventricle width was greater than 10.0 mm, if both sides were expanding, the expand width was the heavier one side, divided into 3 subgroups: ①Expansion in group A (lateral ventricle width 10.0-12.0 mm) were 88 cases (69.8%, 88/126).②Expansion in group B (lateral ventricle width 12.1-15.0 mm) were 29 cases (23.0%, 29/126). ③Expansion of group C (lateral ventricle width> 15.0 mm) were 9 cases (7.12%, 9/126). All 176 cases were followed up after birth at the 3rd, 6th, 12th, 18th month (corrected age was used for premature babies), and Gesell developmental schedules (GDS) were used to evaluate the neurobehavioral development. Results (1) The MRI results after birth:21 cases were followed up by MRI after birth. In group A, 11 cases had MRI and 9 were normal (the ventricular width<10.0 mm after birth) , the other 2 cases were stable (the ventricular width measured first time after birth was ≥10.0 mm, but the difference was within 2.0 mm from the MRI before birth). In group B, 4 cases had MRI, 1 was normal, 1 was stable, and 2 cases were getting better (the ventricular width measured first time after birth was ≥10.0 mm, but the width decreased more than 2.0 mm from the MRI before birth). In group C, 6 cases had MRI. 3 cases were getting better and 3 cases were stable. (2) Overall GDS results:expansion group after the birth of the 3rd, 6th, 12th, 18th month GDS evaluation results compared with control group, respectively, the differences were not statistically significant (all P>0.05). (3) The GDS results among the subgroups:in each evaluation after birth, there were no statistically significant differences between group A and the control group (all P>0.05). The GDS results of group B at the 3rd and 6th month were lower than those of the control group (P<0.05); while there were no statistically significant differences between the 2 goups at the 12th and 18th month (P>0.05). And for group C, statistically significant differences were found compared to the control group at each follow-up time (all P<0.05). (4) GDS results at different times after birth in the expansion group:there was no statistically significant difference between the results at the 3rd and 6th month (P>0.05). But when the result at the 3rd month was compared to the results of the 12th or 18th month, the differences were statistically significant (P<0.05). GDS result of 6th months after birth compared with 12th and 18th months, respectively, there were no statistically significant differences (P>0.05). There was no statistically significant difference between the results at the 12th and 18th month (P>0.05). (5) The GDS results in unilateral and bilateral ventricle expansion:at the 18th month, among the 98 unilateral cases, 86 (87.8%, 86/98) had normal GDS results(>85 scores);8 (8.2%, 8/98) had borderline results (75-85 scores);4 (4.1%, 4/98) had delayed results (<75 scores). Among the 28 bilateral cases, 23 (82.1%, 23/28) had normal GDS results;3 (10.7%, 3/28) had borderline results; 2 (7.1%, 2/28) had delayed results. There was no statistically significant difference (P>0.05). Conclusions Among the simple expansion of lateral ventricle, those whose ventricular width are≤12.0 mm may not need clinical treatment. If the width is between 12.1 to 15.0 mm, closely follow-up and targeted rehabilitation training after birth are recommended. When the width is more than 15.0 mm, the risk of the central nervous system function delay is significantly increased, and early intervention might improve the prognosis.
9.A retrospective review of 46 cases of chronic invasive fungal rhinosinusitis
Huimin XU ; Linghong ZHOU ; Qian LI ; Yuekai HU ; Haoxiang ZHU ; Yanli QIN ; Zhongqing CHEN ; Xuan WANG ; Liping ZHU
Chinese Journal of Infectious Diseases 2017;35(9):537-540
Objective To investigate the clinical characteristics of chronic invasive fungal rhinosinusitis.Methods Clinical features and outcomes of 46 proven cases of chronic invasive fungal rhinosinusitis admitted in Huashan Hospital,Fudan University from January 2009 to December 2016 were retrospectively reviewed.Results Of the 46 patients enrolled,left sphenoid sinus,ethmoid sinus and maxillary sinus were affected in 24,23 and 20 cases,respectively,while right maxillary sinus,ethmoid sinus and sphenoid sinus were affected in 18,16 and 15 eases,respectively.Left and right frontal sinus were affected in 9 and 6 cases,respectively.The central nervous system and orbit were the most commonly affected sites in external nasal involvements,noted in 22 cases respectively.Left sphenoid (17 cases) and ethmoid sinus (15 cases) involvements were most common in central nervous system affected patients.Left sphenoid (14 cases) and ethmoid sinus (13 cases) involvements were most common in orbit affected patients.Aspergillus species were the primary pathogens observed in 42 eases.Zygomycete,candida and dark filamentous fungus were observed in two,one and one case,respectively.Pathologically,37 of the cases were chronic nongranulomatous type and the left 9 were chronic granulomatous type who were all immunocompetent hosts.The initial symptoms usually included headache,dizziness and nasal discomforts including nasal obstruction and purulent secretion.The chief complaints usually included headache,dizziness,and visual disturbances including blurred vision,vision loss or even blindness.Antifungal treatment combined with surgical interventions for removal or drainage focus lesions achieved significant effect,and 42 patients were cured.Conclusions Chronic invasive fungal rhinosinusitis should be taken into consideration in the presence of nasal discomforts or nonspecific symptoms such as headache and dizziness.The possibility of chronic invasive fungal rhinosinusitis should be cautious after the emergence of vision abnormalities.
10.SNP microarray analysis of retention abortion chorionic villus.
Linghong WANG ; Chenchun REN ; Ying TIAN ; Wenjing WANG ; Chenjin WANG ; Shuqin CHEN ; Yuehong LIANG ; Haixia ZHANG ; Yuexiang ZHANG ; Weiwei YANG
Chinese Journal of Medical Genetics 2015;32(2):180-182
OBJECTIVETo compare villus cell culture and karyotype analysis with single nucleotide polymorphism (SNP) microarray technology for the detection of chorionic villus chromosome in patients with retention of abortion.
METHODSForty cases were analyzed with the two methods.
RESULTSChorionic villus culturing was successful in 29 cases, among which 10 were found to have an abnormal karyotypes. For the SNP microarray analysis, all 40 cases were successful, among which 16 were shown to have an abnormal molecular karyotype.
CONCLUSIONSNP microarray technology is highly accurate and specific, which is particularly suitable for the detection of chromosomal deletions or duplications, uniparental disomy, low-percentage mosaicism and other chromosomal abnormalities. It has provided an effective supplement to the conventional chorionic villus culture and karyotype analysis.
Abortion, Missed ; genetics ; Adult ; Chorionic Villi ; chemistry ; Chromosome Aberrations ; Female ; Humans ; Karyotyping ; Male ; Oligonucleotide Array Sequence Analysis ; methods ; Polymorphism, Single Nucleotide ; Pregnancy ; Pregnancy Trimester, First ; genetics

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