Objective: To analyze the influencing factors for hospitalization of pneumoconiosis patients, so as to provide reference for improving the timeliness of treatment and quality of life in these patients. Methods: The pneumoconiosis patients in Changshan, Wenling and Changxing ( having mining industry ) of Zhejiang Province were selected by stratified and typical sampling methods. Their demographic features, prevalence of pneumoconiosis and hospitalization status were collected by a questionnaire survey. Logistic regression analysis was conducted to analyze the influencing factors for hospitalization. Results: Among 166 pneumoconiosis patients, 122 ( 73.49% ) chose to be hospitalized. The multivariate logistic regression analysis revealed that the patients who scored higher in ED-5Q ( OR=65.821, 95%CI: 3.831-1130.781 )and who would communicate with other pneumoconiosis patients ( OR=3.744, 95%CI: 1.261-11.115 ) were more likely to be hospitalized; the patients who were under the medical insurance for urban employees were more likely to be hospitalized than those who were under the new rural cooperative medical care system ( OR=0.033, 95%CI: 0.007-0.154 ) and others ( OR=0.038, 95%CI: 0.002-0.960 ) . Conclusion The quality of life, communication with other pneumoconiosis patients and type of medical insurance were the influencing factors for hospitalization of pneumoconiosis patients.

Objective: To analyze the mental health status and its impact factors among nurses, finding ways to improve the mental health of nurses. Methods: A total of 13 425 female healthcare workers aged from 18 to 65 were selected as study objects. The survey was conducted with unified design questionnaire. The survey included the basic situation of the individuals and SCL-90 questionnaire. Comparing the female doctors, the mental health status and its impact factors of nurses were analyzed. Results: The income, age, education and occupation, which include shift work, heavy work load and overtime work are different between nurses and doctors. The main mental health problems of nurses were obsessive-compulsive symptoms, depressive symptoms and somatization. The results of univariate analysis indicated that shift work, overtime work, and heavy work load affected the positive rate of each factor. The results of multivariate analysis showed that occupation, shift work, overtime work, and heavy work load have significant adverse effects on the positive rate of the total score in female healthcare workers (P<0.01) . The positive rate of each dimension of SCL-90 in nurses is significantly higher than that of doctors. Conclusion The mental health problems of nurses are significantly higher than doctors. The main reasons are low occupational level and adverse workstyles which include shift work, heavy workload and so on. Health administration and hospital management departments should pay much more attention to the mental health of nurses, improving their mental health through a variety of ways.

Objective To study the clinical and genetic characteristics of congenital hyperinsulinism (CHI).Method From November 2016 to November 2018,a cohort of 21 patients with CHI were retrospectively reviewed in our hospital.The second generation sequencing was performed on Ion torrent platform to identify the genetic etiology of this disease.Result The average birth weight was 3 748 g.Overall,11 of the 21 patients (52.4％) were large for gestational age (＞ Pg0),and 90.5％ (19/21) onset within 3 days after birth.Seizures occurred in 7 cases (33.3％).Diazine was effective in alleviation in 6 patients,octreotide was effective in 8 patients,and diazine and octreotide were ineffective in 7 patients.11 patients underwent 18-fluoro-l-dopa PET-CT scan,indicating focal islet cell proliferation in 8 patients and diffuse islet cell proliferation in 3 patients.8 focal cases accepted the partial pancreatectomy (7 cases who failed to respond to drug therapy,1 case who received octreotide had significant liver damage),and all of these 8 cases were confirmed with focal islet cell proliferation by postoperative pathology.7 cases had normal glucose level after surgery,while 1 case developed insulin-dependent diabetes.Patients of 3 cases with diffuse islet cell proliferation had no consent for surgery.Gene mutations were identified in 61.9％ (13/21) of patients (12 cases of ABCC8 gene and 1 case of KCNJ11 gene).15 sequence changes were identified (14 in ABCC8 and 1 in KCNJ11).3 new ABCC8 gene mutations (exon13:c.1822C ＞ T,p.Q608X;exon22:c.2691delC,p.W898Gfs*5;exon33:c.4039C ＞T,p.Q1347X),and 1 new KCNJJ11 gene mutation (exon1:c.629T ＞ A,p.H315Y) were firstly reported.Conclusion Partial pancreatectomy is an effective treatment for those CHI not responsive to drug,however,with an attendant risk of developing diabetes.Mutations of ABCC8 gene and KCNJJ11 gene are the main pathogenic genes of CHI.Patients with different gene mutations may have different responses to drug treatment.Therefore,it is necessary to improve gene testing in clinical practice to guide treatment and prognosis.3 new ABCC8 gene mutations and 1 new KCNJJ11 gene mutation were first reported,which expand the spectra of gene mutation.

Objective To explore the physical development and immune function of infants without human immunodeficiency virus(HIV)infection who were delivered by HIV_infected mothers. Methods Two hundred and ninety_seven infants delivered HIV_infected mothers in Guangxi province from January 2008 to November 2011 were selected as observation group. According to whether infants had HIV infection or not,the children were further divided into the HIV_infection group and the infants in the non_HIV infection group according to the presence or absence of HIV infection,and the infants in the non_HIV infection group were divided into the antiretroviral drug(ART)treatment group and the non_ART treatment group according to whether the mother had used ART during pregnancy. Ninety_one healthy children born at the same time were selected as the healthy control group. The physical examination,T lympho_cyte subgroup analysis and humoral immunity test were performed on all infants. Results The weight and body length at birth of infants born from HIV_infected mothers were all significantly lower than those in the healthy control group [(2. 86 ± 0. 49)kg vs.(3. 15 ± 0. 52)kg;(47. 05 ± 2. 20)cm vs.(50. 01 ± 2. 58)cm],and the differences were sta_tistically significant(t﹦2. 652,2. 247,all P〈0. 05). The CD8 level and CD4∕CD8 ratio of infants delivered by HIV_infected mothers had no significant differences statistically compared with those in the healthy control group[(21. 31 ± 6. 49)% vs.(22. 01 ± 5. 43)%;1. 82 ± 0. 79 vs. 1. 82 ± 0. 67,t﹦0. 933,0. 033,all P〉0. 05];the CD3 and CD4 levels were lower than those in the healthy control group[(62. 36 ± 7. 94)% vs.(65. 70 ± 6. 32)%;(4. 83 ± 7. 62)% vs.(37. 02 ± 5. 69)%],and the differences were statistically significant(t﹦3. 66,2. 946,all P〈0. 01). The immunoglobulin(Ig)M,IgG and IgA levels of children born to HIV_infected mothers had no statistically significant differences compared with those in the healthy control group[(1. 79 ± 0. 66)g∕L vs.(1. 76 ± 0. 66)g∕L;(8. 96 ± 2. 74)g∕L vs.(8. 80 ± 1. 97)g∕L;(0. 85 ± 0. 57)g∕L vs.(0. 86 ± 0. 41)g∕L,t﹦0. 341,0. 619,0. 173,all P〉0. 05). The weight and body length at birth of non_HIV infected children born from HIV_infected mothers were all significantly lower than those in healthy control group[(2. 92 ± 0. 43)kg vs.(3. 15 ± 0. 52)kg;(49. 03 ± 2. 22)cm vs.(50. 01 ± 2. 58)cm],and the differences were statistically significant( F﹦4. 163,2. 87,all P〈0. 05). The birth weight,birth length and head circumference of the ART group were all significant lower than those in the healthy control group[(2. 90 ± 0. 43)kg vs.(3. 15 ± 0. 52)kg;(48. 27 ± 1. 89)cm vs.(50. 01 ± 2. 58)cm;(31. 80 ± 1. 47)cm vs. (34. 88 ± 3. 21)cm],and the differences were statistically significant( F﹦3. 711,2. 970,3. 689,all P〈0. 05). The CD8 level and CD4∕CD8 ratio of non _ HIV infected children born to HIV _ infected mothers had no significant differences statistically compared with those in the healthy control group[(20. 77 ± 5. 60)% vs.(22. 01 ± 5. 43)%, 1. 85 ± 0. 76 vs. 1. 82 ± 0. 67,F﹦43. 568,11. 705,all P〉0. 05];the CD3 and CD4 levels were lower than those in the healthy control group[(62. 27 ± 7. 94)% vs.(65. 70 ± 6. 32)%;(35. 30 ± 6. 86)% vs.(37. 02 ± 5. 69)%],and the differences were statistically significant(F﹦7. 083,28. 06,all P〈0. 05). Conclusions The humoral immune func_tion of the non_HIV infected infants delivered by HIV_infected mothers is not significantly affected,but the physical development at birth and cellular immune function are significantly affected. ART during pregnancy is not a major factor in the limitation of physical development at birth. Therefore,the nutrition support for the infants delivered by HIV_in_fected mothers and prevention of infection are especially necessary clinically.

Objective:To investigate the application value of joint friction sounds in diagnosing meniscus injury of the knee based on machine learning models.Methods:A case-control study was conducted to analyze the clinical data of 17 patients with meniscus injury of the knee (meniscus injury group) admitted to Sir Run Run Shaw Hospital Affiliated to Nanjing Medical University from August 2020 to October 2022, as well as 75 recruited healthy subjects without knee joint diseases (healthy group). The knee joint friction sounds of the subjects were collected in a relatively quiet environment (peak value below 40 dB). The sounds collected in a flexion-extension-flexion mode of exercise were split and divided randomly with a ratio of 4∶1 into the training set (125 segments from the meniscal injury group and 187 segments from the healthy group) and the test set (33 segments from the meniscal injury group and 47 segments from the healthy group). The sounds obtained in a sit-stand-sit mode of exercise were split and divided randomly with a ratio of 4∶1 into the training set (81 segments from the meniscal injury group and 164 segments from the healthy group) and the test set (20 segments from the meniscal injury group and 40 segments from the healthy group). Four machine learning models were built, including support vector machine with linear kernels, radial basis function support vector machine, random forest, and extremely randomized trees. The learning training of the model was performed on the training set, and its model performance was verified with the test set. The time required in a single collection of joint friction sound from the subjects and the interpretation of data analysis was recorded. Knee function of the subjects were scored according to the Lysholm Score before and at 1 day after the test. The accuracy rates of diagnosis of meniscus injury with friction sounds under the two modes of exercise were compared based on the test results to yield an optimal one. The effectiveness of the four models was compared to find the best machine learning model fitting the data frame of this study according to the test results such as accuracy, sensitivity, specificity, F1 score, and area under the receiver operating characteristic curve (AUC) obtained with the optimal mode of exercise. The diagnostic accuracy, misdiagnosis rate and missed diagnosis rate of joint friction sound for meniscal injury under the optimal machine learning model with the optimal mode of exercise were observed.Results:The time required in a single collection of joint friction sound ranged from 5 to 10 minutes [(7.1±1.3)minutes], when the time required for interpretation of data analysis was approximately 1 minute. The Lysholm Score before and after the test was (75.6±4.0)points and (77.7±3.7)points respectively in the meniscal injury group ( P>0.05), and (99.6±0.9)points and (99.5±1.0)points respectively in the healthy group ( P>0.05). The diagnosing accuracy rates for flexion-extension-flexion of exercise and sit-stand-sit modes of exercise were 0.775 and 0.817 under the support vector machine model with linear kernels; 0.813 and 0.900 under the radial basis function support vector machine model; 0.800 and 0.867 under the random forest model; 0.800 and 0.900 under the extremely randomized tree model. The accuracy rates for sit-stand-sit mode of exercise were all higher than those for flexion-extension-flexion mode of exercise. In the sit-stand-sit mode of exercise, the extremely randomized tree model had an accuracy rate of 0.900, sensitivity of 0.900, specificity of 0.950, F1 score of 0.900, and AUC of 0.942, which were higher than those under the remaining 3 models, showing better machine learning efficacy. Under the extremely randomized tree model in the sit-stand-sit mode of exercise, 22 (18 true positive and 4 false positive) were diagnosed as meniscal injury and 38 (36 true negative and 2 false negative) as healthy out of 60 segments in the test set (20 from the meniscal injury group and 40 from the healthy group). The diagnostic accuracy of joint friction sounds in diagnosing meniscus injury of the knee was 0.900, with the misdiagnosis rate of 0.100 and the missed diagnosis rate of 0.100. Conclusion:Diagnosis of meniscus injury of the knee with joint friction sounds can shorten time and enhance safety during the examination process. The diagnostic model using machine learning-based artificial intelligence is faster and more stable, which can be used as a diagnostic marker for such injury.

Objective: To investigate the incidence and pathogen distribution of ventilator-associated pneumonia (VAP) among preterm infants admitted to level Ⅲ neonatal intensive care units (NICU) in China. Method: A prospective study was conducted in 25 level Ⅲ NICU, enrolling all preterm infants <34 weeks gestational age admitted to the participating NICU within the first 7 days of life from May 2015 to April 2016. Chi-square test, t test and Mann-Whitney U test were used for statistical analysis. Result: A total of 7 918 patients were enrolled, within whom 4 623(58.4%) were males. The birth weight was (1 639±415) g and the gestational age was (31.4±2.0) weeks; 4 654(58.8%) infants required non-invasive mechanical ventilation and 2 154(27.2%) required intubation. Of all the mechanically ventilated patients, VAP occurred in 95 patients. The overall VAP rate was 7.0 episodes per 1 000 ventilator days, varying from 0 to 34.4 episodes per 1 000 ventilator days in different centers. The incidence of VAP was 9.6 and 6.0 per 1 000 ventilator days in children′s hospitals and maternity-infant hospitals respectively, without significant differences (t=1.002, P=0.327). Gram-negative bacilli (76 strains, 91.6%) were the primary VAP microorganisms, mainly Acinetobacter baumannii (24 strains, 28.9%), Klebsiella pneumonia (23 strains, 27.7%), and Pseudomonas aeruginosa (10 strains, 12.0%). Conclusion The incidence of VAP in China is similar to that in developed counties, with substantial variability in different NICU settings. More efforts are needed to monitor and evaluate the preventable factors associated with VAP and conduct interventions that could effectively reduce the occurrence of VAP.

OBJECTIVETo observe the clinical efficacy differences between acupuncture combined with 40-min penetration moxibustion and 60-min penetration moxibustion at back-points for insomnia of insufficiency of heart and spleen type.

METHODSSixty patients of insomnia with insufficiency of heart and spleen type were randomly assigned into a 40-min group and a 60-min group. The two groups were treated with acupuncture at Jueyinshu (BL 14), Xinshu (BL 15), Geshu (BL 17), Pishu (BL 20), Shendao (GV 11) and Zhiyang (GV 9). With moxibustion box, the penetration moxibustion was applied at the back until sweating and redness on the back. The moxibustion was given for 40 min in the 40-min group and 60 min in the 60-min group. The treatment was given once a day, five days per week. Each session was consisted of 5 treatments, with an interval of 2 days between session and totally 4 consecutive weeks were provided. The Pittsburgh sleep quality index (PSQI), TCM symptom scale were observed and recorded before and after treatment in the two groups. The even temperature at raising period, effective period, reducing period, as well as minimum high temperature, comfortable temperature, minimum cold temperature and medication status were compared; also the effect was compared between the two groups.

RESULTSThe total effective rate was 96.6% (28/29) in the 60-min group, which was higher than 89.3% (25/28) in the 40-min group (<0.05). Compared before treatment, the total score of PSQI and sleep quality, sleep time, sleep efficiency, sleep disorder, daytime dysfunction as well as the total TCM symptom score and its drowsiress in the morning, palpitation, amnesia, appetite were reduced after treatment in the 40-min group (all<0.05). After treatment, the total score and each score of PSQI as well as total score and each score of TCM symptom scale were reduced after treatment in the 60-min group (all<0.05). After treatment, the total score and each score of PSQI as well as total score and each score of TCM symptom scale were significantly different between the two groups (all<0.05).

CONCLUSIONSAcupuncture combined with penetration moxibustion can improve the symptomsof insomnia with insufficiency of heart and spleen type, which is more significant in the 60-min group, indicating prolonged time of penetration moxibustion can improve sleep latency.