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OBJECTIVE To construct a risk prediction model for bloodstream infection （BSI） induced by carbapenem-resistant Klebsiella pneumoniae （CRKP）. METHODS Retrospective analysis was conducted for clinical data from 253 patients with BSI induced by K. pneumoniae in the First Hospital of Qinhuangdao from January 2019 to June 2022. Patients admitted from January 2019 to December 2021 were selected as the model group （n＝223）， and patients admitted from January 2022 to June 2022 were selected as the validation group （n＝30）. The model group was divided into the CRKP subgroup （n＝56） and the carbapenem- sensitive K. pneumoniae （CSKP） subgroup （n＝167） based on whether CRKP was detected or not. The univariate and multivariate Logistic analyses were performed on basic information such as gender， age and comorbid underlying diseases in two subgroups of patients； independent risk factors were screened for CRKP-induced BSI， and a risk prediction model was constructed. The established model was verified with patients in the validation group as the target. RESULTS Admissioning to intensive care unit （ICU）， use of immunosuppressants， empirical use of carbapenems and empirical use of antibiotics against Gram-positive coccus were independent risk factors of CRKP-induced BSI （ORs were 3.749， 3.074， 2.909， 9.419， 95%CIs were 1.639-8.572， 1.292- 7.312， 1.180-7.717， 2.877-30.840， P＜0.05）. Based on this， a risk prediction model was established with a P value of 0.365. The AUC of the receiver operating characteristic （ROC） curve of the model was 0.848 [95%CI （0.779， 0.916）， P＜0.001]， and the critical score was 6.5. In the validation group， the overall accuracy of the prediction under the model was 86.67%， and the AUC of ROC curve was 0.926 [95%CI （0.809， 1.000]， P＜0.001]. CONCLUSIONS Admission to ICU， use of immunosuppressants， empirical use of carbapenems and empirical use of antibiotics against Gram-positive coccus are independent risk factors of CRKP- induced BSI. The CRKP-induced BSI risk prediction model based on the above factors has good prediction accuracy.
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This study summarizes related studies on readiness for online teaching in China and globally and constructs an online teaching readiness scale for higher education teachers with reference to related studies on online teaching competency, blended teaching readiness, and influencing factors for online teaching. This scale includes five dimensions, i.e., belief, teaching readiness, technical readiness, online communication readiness, and institutional support. A questionnaire survey and statistical analyses were performed to investigate the rationality of the scale, and then the scale was modified. The results show that the indicators of the scale have a good degree of fitting, and this study provides a necessary standard for examining the online teaching readiness of higher education teachers and new ideas for online teaching in colleges and universities.
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The objectives of the paper is to more accurate understand the use demands of wise classrooms for medical students, and provide scientific basis for wise classroom managers when formulating wise classroom environment optimization strategies. In the paper, the questionnaire survey method was used to investigate 23 indicators in 4 dimensions of hardware facilities, information technology, teaching methods and medical wise classroom features. And the data of 1 074 questionnaires were analyzed using KANO model analysis technology and satisfaction importance quadrant chart. Among the 23 demand indicators, there are 6 required attributes, 7 expected attributes, 9 charm attributes and 1 non-differential attribute. According to the theoretical importance ranking of the KANO model, wise classroom managers should first improve the quality of indicators related to necessary attributes, give priority to the quality of indicators related to expected attributes, and finally meet the requirements of indicators related to charm attributes. Relevant policies and construction suggestions for smart classrooms are put forward from the three levels of school top-level design, teachers and managers in the paper.
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Objective:To explore the intervention effect of humanistic management on anxiety and depression tendency of visiting physicians.Methods:The visiting physicians who began to further study in Beijing Anzhen Hospital, Capital Medical University from January 2016 to December 2018 were selected for humanistic management, and the visiting physicians from April 2013 to December 2015 were set as reference to conduct a questionnaire survey before and after the refresher training with the Hospital Anxiety and Depression Scale. Therefore, the visiting doctors all had the conventional refresher study management mode. On this basis, the intervention group established an individualized refresher study schedule, equipped the doctors with tutors, regularly visited the doctors and organized symposiums for them, assisted them to join the academic groups of the department, organized and coordinated the doctors to participate in the multi-disciplinary academic ward rounds, conducted negative emotional relief through the Balint groups, and integrated the cultural life of the refresher doctors into the cultural construction of the hospital and follow up the refresher doctors after the refresher training. SPSS 16.0 was used to perform t-test and variance analysis. Results:There was no difference in anxiety and depression scores between the two groups according to gender, type of refresher department, level of source hospital and length of study ( P > 0.05). Compared with the two evaluations in the intervention group, the second scores of anxiety for men and women [(5.90±1.37) vs . (6.48±1.87), (5.92±1.45) vs . (6.73±2.12)], doctors in each department [(5.50±1.23) vs . (6.76±2.35), (6.03±1.36) vs . (6.64±1.75), (5.98±1.50) vs . (6.64±2.15)], doctors from secondary and tertiary hospitals [(5.85±1.29) vs . (6.64±2.02), (6.00±1.50) vs . (6.78± 2.14)], the total score of doctors [(5.92±1.37) vs . (6.64±2.15), (5.92±1.47) vs . (6.68±1.98)] and the total score [(5.92±1.42) vs. (6.66±2.05)] were lower than the first evaluation score ( P<0.05). The second scores of depression for female doctors [(6.15±1.37) vs . (6.68±2.06)], doctors in medical laboratory department [(6.02±1.40) vs . (6.69±1.88)], doctors from tertiary hospital [(6.13±1.41) vs. (6.51±1.90)], doctor with different training durations [(6.04±1.42) vs . (6.50±2.02), (6.12±1.34) vs . (6.57±1.97)] and the total score of doctors [(6.09±1.37) vs . (6.54±1.99)] were lower than those of the first evaluation ( P < 0.05). The anxiety score of the second evaluation in the control group was higher in male physicians [(6.63±1.15) vs . (6.11±1.76)] than the first evaluation ( P < 0.05). Compared with the second evaluation data of doctors in the two groups, in terms of anxiety scores, the scores of doctors at all levels and total scores in the intervention group were lower than those in the control group ( P < 0.05); in terms of depression score, the scores of female visiting doctors, doctors from tertiary hospitals, doctors with refresher training duration of 6 months and total score were lower than those of the control group ( P < 0.05). Conclusion:The application of humanistic management to strengthen the management of refresher physicians can improve the psychological state of refresher doctors to a certain extent, especially alleviate the anxiety state, which is a worthy promotion of refresher management mode.
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The medical massive open online course (MOOC) quality certification standard is the reference for the implementation of medical MOOC quality monitoring. This thesis utilizes data mining, quantitative analysis, qualitative analysis and other methods, taking the comment text of the Chinese medicine courses on the Ai Course (MOOC of China Universities) platform as the data source out of which to extract certain potential indicators for the medical MOOC quality certification standard. Based on the analysis of the existing research results on MOOC quality evaluation domestic and abroad as well as the relevant policies of the Ministry of Education, a medical MOOC quality accreditation standard including 6 first-level indicators are formed, including course content, teaching design and so on. Expert scores and AHP method were used to calculate the weight coefficient of the quality certification standard. Finally, this paper explains the procedure of medical MOOC quality certification in college. This certification system can be used to conduct self-assessment and quality monitoring of medical MOOC in colleges and universities.
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Objective:To investigate the changes and clinical significance of high mobility group protein B1 (HMGB1) in condyloma acuminatum (CA).Methods:Sixty four patients with initial CA(initial group) and 48 patients with recurrent CA(recurrent goup) treated in the Second Affiliated Hospital of PLA Air Force Military Medical University Hospital from January 2019 to November 2020 were included. In the same period, 31 patients who underwent circumcision and 19 female underwent sexual organ cosmetic plastic surgery were taken as the control group, and the normal foreskin and healthy vulva were collected. The expression of HMGB1 in wart was detected by real-time quantitative polymerase chain reaction(RT-PCR), and the expression of soluble apoptosis related factor ligand (sFasL), cell lymphoma-2 gene (Bcl-2), soluble apoptosis related factor (SFAS) and Survivin, caspase-3 were detected. At the same time, serum interleukin (IL) - 6, IL-17, IL-23 and tumor necrosis factor - α (TNF- α) were detected by enzyme-linked immunosorbent assay(ELISA).Results:The expression of HMGB1 mRNA in the warts of patients in the initial group, recurrence group and control group were 1.96 ± 0.20, 1.53 ± 0.14, 1.05 ± 0.11, there was statistical difference ( F = 15.20, P<0.05) ; the expression of HMGB1 mRNA in the warts of patients in the initial group was significantly higher than that in the recurrence group and the control group ( P<0.05), and the recurrence group was also significantly higher than that in the control group ( P<0.05). The mRNA expressions of sFas, Bcl-2, sFasL and caspase-3 in the warts of patients in the initial group were significantly lower than those in the recurrence group and the control group: 0.52 ± 0.08 vs. 0.82 ± 0.16, 1.10 ± 0.19; 0.50 ± 0.05 vs. 0.79 ± 0.13, 1.08 ± 0.21; 0.47 ± 0.06 vs. 0.81 ± 0.15, 1.01 ± 0.19; 0.35 ± 0.04 vs. 0.68 ± 0.09, 0.91 ± 0.16, P<0.05; and the recurrence group were also significantly lower than those in the control group ( P<0.05). The expression of Survivin mRNA in the warts of patients in the initial group was significantly higher than those in the recurrence group and the control group: 2.14 ± 0.40 vs. 1.60 ± 0.27, 0.99 ± 0.18, P<0.05, and the recurrence group was also significantly higher than that in the control group ( P<0.05). The serum levels of TNF-α and IL-6 in the initial group were significantly lower than that in the recurrence group and the control group: (20.08 ± 1.95) μg/L vs. (26.93 ± 2.74), (37.65 ± 3.83) μg/L; (31.05 ± 3.24) μg/L vs. (38.13 ± 3.76), (45.98 ± 4.69) μg/L, P<0.05; and the recurrence group were also significantly lower than those in the control group ( P<0.05). The serum levels of IL-17 and IL-23 in the primary group were significantly higher than those in the recurrence group and the control group: (423.71 ± 28.68) ng/L vs. (384.26 ± 21.70) and (335.43 ± 19.65) ng/L; (289.50 ± 18.53) ng/L vs. (251.07 ± 15.96) and (214.67 ± 13.20) ng/L, P<0.05; and the recurrence group were also significantly higher than those in the control group ( P<0.05). The results of correlation analysis showed that the mRNA expression of HMGB1 in the warts of CA patients were negatively correlated with the mRNA expression of caspase-3, sFas, Bcl-2 and sFasL in the warts ( r = - 0.602, - 0.734, - 0.692, - 0.717, P<0.05), and was positive correlation with Survivin mRNA expression ( r = 0.645, P<0.05); and were positive correlation with the contents of IL-17 and IL-23 in serum ( r = 0.673, 0.685, P<0.05), and negatively correlated with the contents of TNF-α and IL-6 ( r = - 0.698, - 0.764, P<0.05). Conclusions:HMGB1 is obviously abnormal in the warts of patients with condyloma acuminatum, and is closely related to apoptosis, immune and inflammation-related factors, and may be jointly involved in the occurrence and recurrence of CA.
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ObjectiveAntibiotic resistance genes （ARGs） have received wide attention all over the world. The purpose of this study was to explore the bacterial community structure， the types and levels of antibiotic resistance genes in a water body in east China， and to compare and analyze the characteristics of microbial species distribution and antibiotic resistance gene distribution in various water environments. MethodsA total of 10 households in Haimen City， Jiangsu Province were selected and their surrounding water environment samples were collected. 21 water samples including river water （4）， Mingou water （9） and well water （8） were collected for metagenomics sequencing， assembled with MetaWRAP， annotated with CARD database， and analyzed with R software. ResultsIn various water bodies， the dominant bacteria phyla was Proteobacteria， the dominant bacteria genera were Deuterostomia， Pseudomonas， Flavobacteriales and Streptomycetaceae. The ARGs annotated were mainly composed of quinolones， aminoglycosides， macrolides and beta-lactams antibiotic resistance genes. The top four relative abundance of resistance genes were macB， RanA， evgS and TxR， The average absolute abundance and expression of resistance genes in well water and Mingou water were higher than those in river water. ConclusionMultiple ARGs are detected to varying degrees in well water， river water， and Mingou water bodies， and the expression of resistance genes in well water and Mingou water bodies is higher than that in river water bodies， possibly due to human production and living activities.
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【Objective:】 To explore the influencing factors of ethical cognition of intensive care unit (ICU) nursing staff. 【Methods:】 The convenient sampling method was used to select 530 ICU clinical nursing staff from 4 grade A tertiary hospitals in a city from May 2019 to May 2021 as the subjects. Univariate analysis and multivariate analysis were used to determine the influencing factors of ethical cognition of ICU nursing staff. 【Results:】 The results of univariate analysis showed that there were statistically significant differences in ethics committee knowledge scores and research ethics knowledge scores of nursing staff with different education levels, professional titles, attitudes, and training experiences (P<0.05). Among them, nursing staff with a bachelor’s degree or above had a higher total score of ethical cognition than those with a specialized degree or below (P<0.05), the total score of ethical cognition among professor of nursing was higher than that of nurses, nurse practitioners, and nurses-in-charges (P<0.05), the total score of ethical cognition among nursing staff with positive attitudes was higher than that of general positive nursing staff (P<0.05), and the total score of ethical cognition of nurses with training experience was higher than that of those without training experience (P<0.05). The results of multivariate analysis showed that education level, professional title, attitude, and training experience were all influencing factors of the ethical cognition among ICU nursing staff (P<0.05). 【Conclusion:】 Education level, professional title, attitude, and training experience are all influencing factors affecting the ethical cognition of ICU nursing staff, and the above factors should be combined to improve the cognitive ability of ICU nursing staff through multiple ways.
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ObjectiveTo study the possible correlation between serum osteoprotegerin （OPG）/soluble receptor activator of the nuclear factor κB ligand （sRANKL） levels and the left ventricular diastolic dysfunction （LADD） in patients with type 2 diabetes mellitus （T2DM）. MethodsTotally 68 T2DM patients and 37 healthy controls were selected. Serum OPG and sRANKL were determined by solid-phase enzyme-linked immunosorbent assay （ELISA）. The left ventricular diastolic function of T2DM patients was measured by transthoracic echocardiography， where E/A < 1 were regarded as LVDD. T2DM patients were further divided into two subgroups according to E/A ratio （E/A≥1.0 and E/A<1）. Spearman correlation analysis， logistic regression and ROC curves were used to assess the possible correlation between serum OPG/sRANKL and LADD in T2DM patients. ResultsCompared with the healthy controls， serum OPG level in T2DM patients was higher with statistically significant difference （P <0.01）， while serum sRANKL level was lower without statistically significant difference （P =0.32）. T2DM patients with E/A<1 had significantly higher OPG level and lower sRANKL level than those with E/A≥1（P <0.01） in subgroup analysis. Spearman correlation analysis showed serum OPG level was negatively correlated with E/A ratio， while sRANKL was positively related with E/A ratio. In single factor logistic regression analyses， serum OPG ［OR （95% CI）=1.068 （1.031， 1.106）， P<0.001］ and sRANKL ［OR （95% CI）=0.976 （0.959， 0.992）， P=0.003］ were significant correlation with LVDD in T2DM patients. ROC curve analysis showed that the sensitivity and specificity of combined OPG and sRANKL in diagnosing T2DM patients LADD were 78.13% and 88.3%， respectively （area under the curve： 0.857； 95% CI=（0.768， 0.946）； P<0.001）. ConclusionsThe elevated OPG and decreased sRANKL levels may be associated with LADD in T2DM patients.
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In 2004, it was the first time that Wollensak and Spoerl had applied physical and chemical cross-linking methods to scleral tissue. They found that the biomechanical strength of cross-linked sclera, induced by riboflavin/ultraviolet A, glyceraldehyde and glutaraldehyde, could be improved and proposed that scleral collagen cross-linking is expected to be a new method for the treatment of pathologic myopia. In recent years, a series of explorations have been made on the effectiveness and adverse reactions of physical and chemical cross-linking in the prevention and treatment of pathologic myopia, including the establishment of various animal models and different myopia modeling methods, the improvement of cross-linking methods, the amelioration of the measurement of biomechanical strength of scleral tissue and the attention of biological parameters such as the thickness of retinal nerve fiber layer and the amplitude of electroretinogram in vivo. Genipin-crosslinking of the scleral collagen combined with posterior scleral contraction/reinforcement has been applied to clinical research. This review summarizes physical cross-linking and the genipin-crosslinking of scleral collagen to explore the effectiveness and safety of the methods in the prevention and treatment of the pathologic myopia.
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ObjectiveTo investigate the association between serum 25-hydroxy vitamin D [25(OH)D] and the occurrence and outcome of stroke-associated pneumonia (SAP) in patients with acute ischemic stroke (AIS) in emergency ward. MethodsThe clinical data of 256 patients with AIS from January, 2019 to December, 2021 were collected in the emergency department of Beijing Bo'ai Hospital. Blood routine, biochemical indicators and serum concentration of 25(OH)D were detected within 24 hours after enrollment; meanwhile, National Institute of Health Stroke Scale (NIHSS) and A2DS2 score were evaluated. The patients were divided into non-SAP group (n = 164) and SAP group (n = 92) according to whether pneumonia occurred during hospitalization. Multivariable logistic regression model was used to analyze the influencing factors of SAP. The predictive ability of serum 25(OH)D and A2DS2 for SAP were evaluated by receiver operating characteristic (ROC) curves. The 28-day survival of patients with SAP was followed up. Multivariable Cox proportional hazard regression model was used to investigate the association between vitamin D nutritional status and 28-day all-cause mortality. ResultsSerum 25(OH)D was significantly lower in the SAP group than that in the non-SAP group (Z = 6.896, P < 0.001). After adjusting age, sex, infarct volume, A2DS2 score and other factors, lower serum 25(OH)D level (OR = 0.934, 95%CI 0.884 to 0.986, P = 0.014) was an independent risk factor for SAP. The areas under curve (95%CI) of serum 25(OH)D, A2DS2 score and their combined model for predicting SAP were 0.774 (0.718 to 0.824), 0.832 (0.781 to 0.876) and 0.851 (0.802 to 0.893) (P < 0.001), respectively; and the optimum cut-off values were 25(OH)D < 10.2 ng/mL, A2DS2 score > 5 points, combined prediction > 0.207, and the Youden index were 0.493, 0.662 and 0.616, respectively. A2DS2 score could improve the prediction efficiency of serum 25(OH)D (Z = 2.106, P = 0.035). After adjusting age, sex, infarct volume and NIHSS score, vitamin D deficiency was an independent risk factor for all-cause mortality after 28 days of SAP (HR = 2.871, 95%CI 1.004 to 8.208, P = 0.049) . ConclusionSerum 25(OH)D is independently associated with the occurrence and outcome of SAP in patients with AIS in emergency ward, which could serve as an independent predictor for SAP.
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Objective:To explore the risk factors for cognitive impairment 3 months after an ischemic stroke and their predictive value.Methods:A retrospective case-control study considered the records of 856 elderly patients who had survived an ischemic stroke. All had been evaluated using the Montreal Cognitive Assessment scale (MoCA). They were divided according to their MoCA scores into a group without cognitive impairment (the PSNCI group) and an impaired (PSCI) group. The subjects′ demographic and clinical laboratory data were compiled. All had been assessed using the National Institutes of Health stroke scale (NIHSS), the Barthel Index (BI), and the Hamilton depression scale (HAMD). Univariate and multivariate logistic regressions were evaluated and a receiver operator characteristics (ROC) curve was computed.Results:There were significant differences between the two groups in terms of gender distribution, age, hypertension and heart disease history, family history of dementia and education level. Moreover, significant differences were observed in the groups′ average total cholesterol (TC), triglyceride (TG), high density lipoprotein (HDL), urinary neurofilament protein (AD7c-NTP), NIHSS scores, BIs and ADL scores. Logistic regression showed that a history of heart disease, urinary AD7C-NTP level and HAMD score were significant independent predictors of cognitive impairment 3 months after a stroke. A high BI was an independent protective factor. The area under the ROC curve for urinary AD7C-NTP was the largest (0.875) and had significant predictive value with a cut-off value of 2.43, sensitivity of 0.94 and specificity of 0.75.Conclusion:Age, sex, education, smoking, drinking, body mass index, a history of heart disease or stroke, a family history of dementia and elevated AD7C-NTP, TC or TG are risk factors for cognitive impairment after a stroke. A high BI suggests a better prognosis. Urinary AD7c-NTP is a useful predictor of PSCI 3 months after a stroke.
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Objective:To investigate the impact of group-based rehabilitation exercise on motor and non-movement symptoms of Parkinson's disease(PD).Methods:A total of 88 patients from out-patient and in-patient services at our hospital were randomly assigned to an early exercise group(E-EG), a late exercise group(L-EG), and a control group(CG)using a randomized delayed-start design.Patients in the E-EG carried out a rigorous, formal group exercise program, one hour per session, twice per week, for 18 months(May 2018-November 2019). Patients in the L-EG took part in the exercise program in the final 6-12 months of the study.We assessed outcomes using the Unified Parkinson's Disease Rating Scale(UPDRS), Parkinson's disease questionnaire-39(PDQ-39 Q), trail-making test part A & B, nine-hole peg test(9-HPT), 30 second sit to stand test(30s SST), 10 m walk test(10 m W), mini-balance evaluation systems test(Mini-BEST), Fullerton Advanced Balance(FAB)Scale and time up and go(TUG)test.Results:Compared with pre-exercise levels, patients with PD in the E-EG had lower performance in UPDRS(17.5±8.3 vs.20.0±8.6, t=-2.2, P=0.02)and lower performance in PDQ-39(27.2±2.1 vs.29.0±9.8, t=-2.6, P=0.001)after exercise.Moreover, compared with pre-exercise levels, patients with PD in the E-EG showed decreased post-exercise performance in trail-making test part B(114.2±25.5 vs.129.8±28.4, t=-2.3, P=0.02)and in 9-HPT(33.7±7.3 vs.39.6±9.3, t=-2.6, P=0.001). Conclusions:The practice of group-based rehabilitation exercise can improve movement abilities and quality of life in PD patients, especially if implemented early.Targeted rehabilitation exercise should be taken as part of the treatment strategy for PD patients as early as possible to deliver the best benefits.
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Objective:To explore the risk factors of mortality in patients with Klebsiella pneumoniae bloodstream infection, and to construct a predictive model. Methods:The clinical data of 234 patients with Klebsiella pneumoniae bloodstream infection admitted in the First Hospital of Qinhuangdao from January 2020 to December 2022 were retrospectively analyzed, including 202 cases admitted during January 2020 to June 2022 (model set), and 32 cases admitted during July to December 2022 (validation set). There were 64 cases died (fatal group) and 138 cases survived (survival group) within 28 d after admission in model set. Multivariate Logistic regression was used to analyze the risk factors of death in patients with Klebsiella pneumoniae bloodstream infection and a mortality prediction model was constructed. The constructed model was applied in validation set, and the consistency between predicted mortality and real mortality was analyzed. Results:Multivariate Logistic regression analysis showed that male sex ( OR=2.598, 95% CI 1.179-5.725, P=0.018), age≥65 years ( OR=4.420, 95% CI 2.029-9.627, P<0.001), admitted to intensive care unit (ICU) ( OR=10.299, 95% CI 4.752-22.321, P<0.001), and the empirical use of quinolones antibiotics ( OR=4.288, 95% CI 1.127-16.317, P=0.033) were independent risk factors for 28-day mortality in Klebsiella pneumoniae bloodstream infection patients. The regression equation for predicting the risk of death was -3.469+ male × 0.955+ age ≥ 65 years × 1.486+ admitted to ICU × 2.332+ empirical use of quinolone antibiotics × 1.456. The area under the ROC curve (AUC) for predicting death in the model set was 0.831, with sensitivity and specificity of 71.9% and 80.4%, respectively. The AUC for predicting death in the validation set was 0.881, with sensitivity and specificity of 91.7% and 75.0%, respectively. Conclusion:The constructed mortality prediction model in the study has good application value for the prognosis of patients with Klebsiella pneumoniae bloodstream infection.
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Objective:To investigate predictive value of model based on pre-surgical 18F-FDG PET/CT metabolic parameters for mediastinal lymph node metastasis (LNM) in lung adenocarcinoma. Methods:A total of 288 patients with lung adenocarcinoma (135 males, 153 females, age (61.6±8.5) years) who diagnosed and treated in the Fourth Hospital of Hebei Medical University from January 2016 to February 2021 were enrolled retrospectively. All patients underwent 18F-FDG PET/CT examination within 1 month before operation, and underwent complete resection of primary lung tumor and standard lymph node dissection. PET/CT parameters were extracted (PET metabolic parameters: minimum SUV(SUV min), SUV max, SUV mean, SUV standard deviation (SUV std), metabolic tumor volume (MTV) and total lesion glycolysis (TLG); CT parameters: minimum CT value (HU min), maximum CT value (HU max), mean CT value (HU mean), CT value standard deviation (HU std)). Multivariate logistic regression analysis was used for screening parameters and establishing model to predict LNM. ROC curves analyses were used to evaluate the predictive performance of models. Results:Among 288 patients, 90 had LNM, and 361 metastatic lymph nodes (N1: 186, N2: 175) were reported by pathology. SUV min (odds ratio ( OR)=1.859, 95% CI: 1.074-3.220, P=0.027), SUV max ( OR=2.255, 95% CI: 1.306-3.893, P=0.004), SUV mean ( OR=0.277, 95% CI: 0.115-0.665, P=0.004) were predictors of LNM. The AUC of PET/CT model was 0.849 (95% CI: 0.804-0.893), and the sensitivity, specificity, accuracy, and positive and negative predictive values were 87.8%(79/90), 72.2%(143/198), 77.1%(222/288), 59.0%(79/134) and 92.9%(143/154), respectively. Conclusion:The model based on 18F-FDG PET/CT metabolic parameters can improve the accuracy of pre-surgical N-staging in patients with lung adenocarcinoma.
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OBJECTIVE To study the improvement effects of Shangke xiaoyan hydrogel plaster on osteoarthritis （OA） model rats. METHODS Rats were randomly divided into blank group， model group， voltaren group （200 mg/rat）， Shangke xiaoyan ointment group （500 mg/rat， containing Shangke xiaoyan fluid extract 50 mg） and Shangke xiaoyan hydrogel plaster group （200 mg/rat， containing Shangke xiaoyan fluid extract 50 mg）， with 8 rats in each group. Except for blank group， OA model was established in the other groups by injecting papain and L-cysteine into the right knee joint cavity of the rats； they applied the corresponding drugs， and changed the dressing once a day， for 14 consecutive days. The degree of knee joint swelling in rats was detected， and the magnetic resonance imaging characteristics of the knee joint in rats were observed； the levels of interleukin 1β （IL-1β）， IL-6， IL-18 and tumor necrosis factor （TNF- α） in rat serum were detected； the pathological and morphological characteristics of knee joint tissue were observed， and the histopathological and cartilage Mankin scores were performed； the protein expressions of IL-1β， IL-6 and TNF-α in knee joint tissue were all detected. RESULTS Compared with blank group， severe joint swelling， obvious joint effusion and patchy wear of the anterior horn of the lateral meniscus were observed in model group； the serum levels of IL-1β， IL-6， IL-18 and TNF- α and histopathological score and Mankin score were significantly increased （P＜0.05）； protein expressions of IL-1β， IL-6 and TNF-α in knee joint tissue were increased. Compared with model group， the knee swelling degree of the rats in Shangke xiaoyan hydrogel plaster group was reduced， a small amount of joint cavity effusion could be seen， and the shape of the meniscus was completely normal； the histopathological score E-mail：frankyan@cpu.edu.cn and Mankin score were significantly reduced （P＜0.05）levels of inflammatory factors in serum were reduced （P＜0.05） and those of knee tissue were decreased. CONCLUSIONS Shangke xiaoyan hydrogel plaster can improve OA of rats， the mechanism of which may be associated with reducing the levels of inflammatory factors in joint and serum.
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ObjectiveTo reveal the differences of the related pathogenicity gene mutations between sebaceous adenocarcinoma （SC） of scalp and sebaceous adenoma （SA） of scalp on whole exome level. MethodsWhole exome sequencing was performed on a SC sample and a SA sample by Illumina Hiseq 2500 platform. Suspicious single nucleotide variation sites were selected for mutation conservation and functional analysis. SciClone was used to track subclone evolution and clonal map information was obtained for each tumor sample. The high-frequency significant gene mutations in the tumor sample were screened by MutSigCV software， and compared with the known driver genes. ResultsTwo driver genes TFDP1 and ACVR1B harboring mutations in scalp SC compared to SA were found. ConclusionsThe finding of mutation in driver genes TFDP1 and ACVR1B should be confirmed in a large cohort， which might reveal the mechanism of scalp SC development and find a therapeutic target for SC.
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In 2015, the United States put forward the concept of precision medicine, which changed medical treatment from "one size fits all" to personalization, and paid more attention to personalization and drug customization. In the same year, Spritam®, the world's first 3D printed tablet, was in the market, marking the emerging pharmaceutical 3D printing technology was recognized by regulatory authorities, and it also provided a new way for drug customization. 3D printing technology has strong interdisciplinary and high flexibility, which puts forward higher requirements for pharmaceutical staffs. With the development of artificial intelligence (AI), modern society can perform various tasks, such as disease diagnosis and robotic surgery, with superhuman speed and intelligence. As a major AI technology, machine learning (ML) has been widely used in many aspects of 3D printing drug, accelerating the research and development, production, and clinical application, and promoting the new process of global personalized medicine and industry 4.0. This paper introduces the basic concepts and main classifications of 3D printing drug, non-AI drug optimization technology and ML. It focuses on the analysis of the research progress of ML in 3D printing drug, and elucidates how AI can empower the intelligent level of 3D printing drug in pre-processing, printing, and post-processing process. It provides a new idea for accelerating the development of 3D printed drug.
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ObjectiveTo explore the relapse status based on the positive and negative syndrome scale （PANSS Scale） and related factors of schizophrenics in Shanghai communities， and to analyze the association between socio demographic characteristics， lifestyles， clinical characteristics and relapse. MethodsA dynamic cohort prospective study design was used in this study. From March 2018 to February 2019， a total of 189 schizophrenics in Xuhui， Hongkou， Changning， Jiading， Songjiang and Baoshan districts were enrolled successively. Baseline questionnaires were conducted through face-to-face interviews at baseline， which contained social demographic information， lifestyle information and clinical information. A follow-up was conducted every 2 weeks for a measurement of PANSS Scale for a total of 6 months. Relapse was assessed by a PANSS score increase of ≥25% from baseline （or an increase of 10 points or more if the baseline score was ≤40 points）. Univariate and multivariate Cox regression models were used to analyze the associations between relapse status （assessed by PANSS Scale） and socio demographic characteristics， lifestyles， and clinical characteristics， respectively. ResultsA total of 165 community schizophrenics completed baseline and follow-up surveys， with a loss to follow-up rate of about 12.7%. After exclusion of sociodemographic and clinical information deficits， 132 patients were included in the analysis totally， with an average age of 48.18±12.67 years， among whom 41.67% were male. Totally 33 patients relapsed during the 6-month follow-up period， with a relapse rate of 25.0%. After adjusting for gender， family history， age， employment， education， marital status， smoking， drinking， exercise frequency， medication compliance， insight， social function， violence history， stress recent events， adverse drug reactions and baseline scores of PANSS Scale， risk factors of relapse included the following four factors： age below 40 years （HR=4.47， 95%CI： 1.15-17.40）， primary school or below （HR=7.11， 95%CI： 1.54-32.83）， unemployed （HR=8.34， 95%CI： 1.78-38.98）， and adverse drug reactions （HR=5.02， 95%CI： 1.75-14.37）. ConclusionWe should pay attention to the risk factors such as age， education， employment and adverse drug reactions， in order to identify high-risk patients and to conduct timely interventions during the relapse management of schizophrenics in Shanghai community.
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Objective@#To analyze the total fluids intake and sources of college students from Hebei in spring and summer, and to provide a scientific reference for appropriate fluids intake in different seasons.@*Methods@#Subjects were recruited in a university in Baoding, Hebei Province, and investigations were conducted in April and June 2021. The number of people who completed both spring and summer investigations was 80. Quantitative instruments and 7 day 24 h Fluid Intake Questionnaire were used to investigate the total drinking fluids, and it was recorded for 7 consecutive days in spring and summer respectively. The duplicate portion method was used to investigate the water from food. The total fluids intake and sources among subjects were analyzed in spring and summer.@*Results@#There was no statistical significance between the total drinking fluids and total fluids intake between spring and summer [1 141(715), 1 176(649)mL/d, (2 496±604)(2 458±554)mL/d] ( F=1.86, 0.59, P >0.05). Spring showed significantly higher water from food compared with summer [(1 318±274)(1 217±302)mL/d]( F=16.63, P <0.05). The proportions of total drinking fluids and water from food in spring were 46% and 54%, respectively, and both were 50% in summer, the differences were statistically significant ( F=12.97, 12.97, P <0.05). There were differences in total fluids intake,total drinking fluids and water from food of different genders in earch season ( t/Z =4.75, -3.63, 3.44; 4.80, -2.91, 4.01, P <0.05). There were differences in total water intake, total drinking fluids, the proportions of total drinking fluids and water from food of different BMI groups in each season ( F/H =8.08, 16.65, 3.03, 3.03; 7.11,17.97, 4.52, 4.52, P <0.05). In spring, only 13.8% of subjects achieved the recommended total drinking fluids of China, compared with 18.8% in summer. In spring and summer, the total fluids intake, total drinking fluids, the proportions of total drinking fluids in the group achieved the recommendation were all higher than those who did not reach the recommendation ( t/Z =6.64, -5.19, 5.79; 8.12, -5.97, 5.70, P <0.05).@*Conclusion@#Season is a factor that affects total fluids intake, and it should be taken into account when setting the recommendation on adequate water intake.