1.Factors influencing carbapenem-resistant gram-negative bacillus infection in elderly patients in the intensive care unit of a general hospital in Yangpu District, Shanghai, 2019‒2023
Wen ZHU ; Qingfeng SHI ; Yi LIANG ; Junping YU ; Yunxia LI ; Chao WENG ; Renyi ZHU
Shanghai Journal of Preventive Medicine 2025;37(6):467-475
		                        		
		                        			
		                        			ObjectiveTo analyze the characteristics and influencing factors of elderly hospitalized patients with carbapenem-resistant gram-negative bacillus (CRO) infection in the intensive care unit (ICU) of a gradeⅡ level A general hospital in Yangpu District of Shanghai, and to provide scientific basis for the prevention and control of hospital-acquired CRO infection in such hospitals. MethodsThe clinical data of elderly ICU patients (age ≥60 years) from January 2019 to December 2023 were retrospectively collected. A total of 122 cases with hospital-acquired CRO infection were used as the case group, and a total of 68 cases with carbapenem-sensitive gram-negative (CSO) infection were used as the control group. The clinical characteristics of the two groups were analyzed, and univariate analysis and logistic regression analysis were performed for screening for possible influencing factors on hospital-acquired CRO infection. ResultsThe main pathogens of CRO infection were carbapenem-resistant Acinetobacter baumannii (CRAB) (53 cases, 43.44%) and carbapenem-resistant Klebsiella pneumoniae (CRKP) (46 cases, 37.70%), and 17 patients (13.93%) had more than two types of CRO infection. Among the CRO infection, the main sites were lower respiratory tract infection (58 cases, 47.54%), ventilator-associated pneumonia (21 cases, 17.21%), and catheter-associated urinary tract infections (16 cases, 13.11%). The incidence rate of poor prognosis was higher in the CRO infection group (54.10%) than that in the CSO infection group (36.76%) (P=0.021). The results of univariate analysis showed that male, history of hospitalization within three months, chronic respiratory disease, hypoproteinemia, anemia, and history of invasive procedures prior to infection, including indwelling central venous catheter, invasive mechanical ventilation, urinary catheter, gastric tube placement and parenteral nutrition, in addition, heparin anticoagulation, the use of broad-spectrum penicillin, third-generation cephalosporins, fluoroquinolones, carbapenems, carbapenems combined with fluoroquinolones, carbapenems combined with glycopeptides, use of ≥3 antibiotics and long time of antibiotic use prior to infection were all associated with the CRO infection (P<0.05). The results of logistic regression analysis showed that use of carbapenems (OR=7.739, 95%CI: 2.226‒26.911), ≥3 types of antibiotics (OR=6.307, 95%CI: 1.674‒23.754), invasive mechanical ventilation (OR=4.082, 95%CI: 1.795‒9.281), urinary catheter (OR=3.554, 95%CI: 1.074‒11.758), and comorbid hypoproteinemia (OR=4.741, 95%CI: 2.039‒11.022) and diabetes (OR=3.245, 95%CI: 1.344‒7.839) were positively correlated with the risk of CRO infection. ConclusionConcurrent use of carbapenems with multiple other antibiotics, as well as the use of invasive mechanical ventilation, urinary catheter, and comorbid hypoproteinemia and diabetes, may be associated with an increased influencing of CRO infection. More attention should be paid to the prevention and control of infection in elderly patients with the above-mentioned risk factors, and active screening of drug-resistant bacteria should be strengthened. Besides, the rational use of broad-spectrum antibiotics such as carbapenems, avoiding unnecessary invasive operations, and paying attention to patient nutrition and blood glucose control all can reduce the incidence of CRO infection and help to improve clinical outcomes. 
		                        		
		                        		
		                        		
		                        	
2.Prediction of duloxetine blood concentration in patients with depression based on machine learning
Ming QIAO ; Lu JIN ; Yi ZHU ; Junping HU
China Pharmacy 2025;36(6):752-757
		                        		
		                        			
		                        			OBJECTIVE To provide medication reference for duloxetine use in clinical settings, particularly for patients with depression in primary medical institutions in Xinjiang that lack therapeutic drug monitoring conditions. METHODS The medical records of 281 depression inpatients taking duloxetine in the First Affiliated Hospital of Xinjiang Medical University from January 2022 to December 2023 were retrospectively collected. They were divided into training set (196 cases) and test set (85 cases) in the ratio of 7∶3. Feature selection was performed by encapsulating random forests (RF) with recursive feature elimination. Four machine learning algorithms, namely support vector machine, RF, extreme gradient boosting (XGBoost) and artificial neural network, were used to construct duloxetine blood concentration prediction model. The prediction performance of the models was evaluated and compared by coefficient of determination (R2), mean absolute error (MAE) and root mean squared error (RMSE). The feature of the selected optimal model was explained by Shapley additive explanation method, and the importance ranking of the features and the influence on the prediction results of duloxetine blood concentration were determined. RESULTS A total of 29 characteristic variables were selected, including age, ethnicity, body mass index(BMI), etc. XGBoost showed the highest R2 (0.808), and the lowest MAE (7.644) and RMSE (10.808). The ranking of feature importance for predicting the blood concentration of duloxetine was as follows: BMI>age>other 20 feature sets (including liver and kidney function and biochemical indicators)>daily dosage>comorbidities>combination therapy>ethnicity>white blood cell count>hemoglobin>height. CONCLUSIONS XGBoost model possesses the best prediction performance of duloxetine blood concentration; BMI and age have a greater impact on the prediction of duloxetine blood concentration.
		                        		
		                        		
		                        		
		                        	
3.Distribution of Traditional Chinese Medicine Syndrome Elements in Different Risk Populations of Heart Failure Complicated with Type 2 Diabetes: A Retrospective Study Based on Nomogram Model and Factor Analysis
Tingting LI ; Zhipeng YAN ; Yajie FAN ; Wenxiu LI ; Wenyu SHANG ; Yongchun LIANG ; Yiming ZUO ; Yuxin KANG ; Boyu ZHU ; Junping ZHANG
Journal of Traditional Chinese Medicine 2025;66(11):1140-1146
		                        		
		                        			
		                        			ObjectiveTo analyze the distribution characteristics of traditional Chinese medicine (TCM) syndrome elements in different risk populations of heart failure complicated with type 2 diabetes. MethodsClinical data of 675 type 2 diabetes patients were retrospectively collected. Lasso-multivariate Logistic regression was used to construct a clinical prediction nomogram model. Based on this, 441 non-heart failure patients were divided into a low-risk group (325 cases) and a high-risk group (116 cases) according to the median risk score of heart failure complicated with type 2 diabetes. TCM diagnostic information (four diagnostic methods) was collected for both groups, and factor analysis was applied to summarize the distribution of TCM syndrome elements in different risk populations. ResultsLasso-multivariate Logistic regression analysis identified age, disease duration, coronary heart disease, old myocardial infarction, arrhythmia, absolute neutrophil count, activated partial thromboplastin time, and α-hydroxybutyrate dehydrogenase as independent risk factors for heart failure complicated with type 2 diabetes. These were used as final predictive factors to construct the nomogram model. Model validation results showed that the area under the curve (AUC) of the receiver operating characteristic (ROC) curve for the modeling group and validation group were 0.934 and 0.935, respectively. The Hosmer-Lemeshow test (modeling group P = 0.996, validation group P = 0.121) indicated good model discrimination. Decision curve analysis showed that the curves for All and None crossed in the upper right corner, indicating high clinical utility. The low-risk and high-risk groups each obtained 14 common factors. Preliminary analysis revealed that the main disease elements in the low-risk group were qi deficiency (175 cases, 53.85%), dampness (118 cases, 36.31%), and heat (118 cases, 36.31%), with the primary locations in the spleen (125 cases, 38.46%) and lungs (99 cases, 30.46%). In the high-risk group, the main disease elements were yang deficiency (73 cases, 62.93%), blood stasis (68 cases, 58.62%), and heat (49 cases, 42.24%), with the primary locations in the kidney (84 cases, 72.41%) and heart (70 cases, 60.34%). ConclusionThe overall disease characteristics in different risk populations of type 2 diabetes patients with heart failure are a combination of deficiency and excess, with deficiency being predominant. Deficiency and heat are present throughout. The low-risk population mainly shows qi deficiency with dampness and heat, related to the spleen and lungs. The high-risk population shows yang deficiency with blood stasis and heat, related to the kidneys and heart. 
		                        		
		                        		
		                        		
		                        	
4.Mechanism prediction and verification of Cistanche deserticola in the treatment of inflammatory bowel disease
Ming QIAO ; Yi ZHU ; Junping HU ; Jianhua YANG
China Pharmacy 2024;35(21):2582-2589
		                        		
		                        			
		                        			OBJECTIVE To investigate the mechanism of Cistanche deserticola in the treatment of inflammatory bowel disease (IBD). METHODS The active components of C. deserticola were screened based on TCMSP and literature reports. The targets of active ingredients were obtained via Swiss Target Prediction platform. Then the disease targets were obtained by searching GeneCards and OMIM databases. PPI network and “drug-compound-disease-target” network were constructed. The core components and core targets were screened. GO and KEGG enrichment analyses were performed, and molecular docking verification was conducted for core targets and core components. The IBD mice model was established and divided into model group, positive control group (dexamethasone, 0.4 mg/kg) and C. deserticola extract group (100, 200, 400 mg/kg); blank control group was set, with 8 mice in each group. Each group was given relevant medicine, once a day, for 7 consecutive days. Disease activity index (DAI) score and colon length were calculated, and the pathological morphology of the colon of mice was observed. The levels of inflammatory factors [interleukin-6 (IL-6), IL-1β, IL-10, myeloperoxidase (MPO),tumor necrosis factor-α (TNF-α)] in colon tissue, and protein expressions of core targets were detected. RESULTS A total of 39 active ingredients and 232 potential targets of C. deserticola in the treatment of IBD were obtained. The treatment of IBD with C. deserticola might be related to core components such as quercetin, suchilactone, β-sitosterol and cistanoside H, and core targets such as TNF, AKT1, STAT3, EGFR and SRC. GO and KEGG pathway analysis predicted that the biological processes of C. deserticola in the treatment of IBD were mainly related to protein phosphorylation, and negative regulation of apoptosis, mainly involving PI3K/AKT and EGFR tyrosine kinase inhibitor resistance signaling pathways. The results of molecular docking showed that the binding energy between the core components and core target of C. deserticola was less than -4.7 kJ/mol. Animal experiment results showed that after intervention with C. deserticola extract, the body weight and colon length of mice significantly increased (P<0.05 or P<0.01), while DAI decreased significantly (P<0.05 or P<0.01). The congestion and edema of colon mucosa were significantly reduced, and the pathological score of colon tissue was significantly decreased (P<0.05 or P<0.01); the levels of IL-6, IL-1β, MPO and TNF-α, as well as the protein expressions of PI3K, phosphorylated PI3K (p-PI3K), EGFR, TNF- α, STAT3, phosphorylated STAT3 (p-STAT3), AKT1, phosphorylated AKT1 (p-AKT1) and SRC in colon tissue were reduced significantly (P<0.05 or P<0.01), while the level of IL-10 was significantly increased in model group (P<0.01). CONCLUSIONS C. deserticola may alleviate IBD by regulating the SRC/EGFR/PI3K/AKT signaling pathway.
		                        		
		                        		
		                        		
		                        	
5.Modified Wenshen Yixin Formula (温肾益心方加减) for Coronary Heart Disease Complicated with Hypothyroidism of Spleen-kidney Yang Deficiency:A Prospective Real-world Study of 51 Cases
Aolin LI ; Zhipeng YAN ; Lu LIAN ; Qianqian ZHANG ; Chi ZHANG ; Boyu ZHU ; Lei WEI ; Zhihan YANG ; Junping ZHANG
Journal of Traditional Chinese Medicine 2024;65(20):2116-2125
		                        		
		                        			
		                        			ObjectiveTo observe the clinical efficacy and relative mechanism of the Modified Wenshen Yixin Formula (温肾益心方加减, MWYF) as an auxiliary treatment of coronary heart disease (CHD) complicated with hypothyroidism of spleen-kidney yang deficiency. MethodsA total of 135 CHD patients complicated with hypothyroidism and spleen-kidney yang deficiency were included and divided into control group (67 cases) and experimental group (68 cases) according to the patients' wishes of herbal medicine administration. The control group was given conventional western medicine, while the treatment group was additionally given MWYF, 1 dose per day; both groups were treated for 8 weeks. The traditional Chinese medicine (TCM) syndrome scores, angina scores, SF-36 scores, thyroid function indicators including thyroid stimulating hormone (TSH), thyroxine (T4) and triiodothyronine (T3), as well as serum cyclic adenosine monophosphate (cAMP), cyclic guanosine monophosphate (cGMP), monocyte chemoattractant ligand 2 (CCL2), and tumor necrosis factor-related activator protein (CD40L) levels before and after treatment were compared between the two groups. The dosage and reduction and discontinuation rate of thyroid hormone preparations after treatment were compared between the two groups. The effectiveness regarding TCM syndrome and angina pectoris was evaluated, and the safety was assessed. ResultsBias was adjusted by matching on propensity score, and 102 cases were finally included in the statistical analysis, with 51 cases in each group. The total effective rate regarding TCM syndrome [94.12% (48/51) versus 64.71% (33/51)], the total effective rate regarding angina pectoris [80.39% (41/51) versus 62.75% (32/51)], and the reduction and discontinuation rate of thyroid hormone preparation [39.21% (20/51) versus 5.88% (3/51)] were significantly higher in the experimental group than those in the control group (P<0.05 or P<0.01). After treatment, the total TCM syndrome score, individual scores of major symptoms , the major symptoms score, the secondary symptoms score, angina pectoris score, and TSH level were significantly reduced (P<0.01), while all dimensions of SF-36 scores, T4, T3, and cAMP levels significantly increased in both groups (P<0.05 or P<0.01). The dosage of thyroid hormone preparations and the levels of cGMP, CCL2, and CD40L in the experimental group significantly decreased after treatment (P<0.01). When compared between the two groups after treatment, the total TCM syndrome score, the major symptoms score, the scores of individual major symptom (chest tightness, chest pain, fear of cold, cold limbs, waist and kness soreness and weakness), the secondary symptoms score, angina pectoris score, TSH, cGMP, CCL2, and CD40L levels of the experimental group were significantly lower than those of the control group (P<0.05 or P<0.01), while all dimension scores of SF-36, T4, T3, and cAMP levels were significantly higher (P<0.01). A total of three adverse events occurred during treatment, none of which were judged to be related to the interventions of this study. ConclusionMWYF can significantly ameliorate the TCM syndrome, angina pectoris, quality of life and thyroid function in CHD patients complicated with hypothyroidism and spleen-kidney yang deficiency, and can promote the reduction and disconti-nuation of thyroid hormone preparations. The mechanism may be related to the regulation of cAMP/cGMP balance, the regulation of hypothalamic-pituitary-thyroid metabolic axis and the reduction of immune inflammation. 
		                        		
		                        		
		                        		
		                        	
6.Effects of the "Internet+" nursing model on negative emotion and pregnancy outcome of patients with infertility: a Meta-analysis
Xiaoyan WANG ; Jingjing ZHU ; Mengdan SHEN ; Junping HU
Chinese Journal of Practical Nursing 2024;40(15):1190-1196
		                        		
		                        			
		                        			Objective:To systematically evaluate the effects of "Internet+" nursing intervention mode on negative emotion and pregnancy outcome of infertility patients.Methods:PubMed, Cochrane Library, Web of Science, Embase, China National Knowledge Infrastructure, Wanfang, VIP and Chinese Biomedical Literature Database were searched to collect randomized controlled tria related to the effects of "Internet+" nursing interventions on patients with infertility from the inception to August 10th 2023. Two researchers conducted independent quality evaluation, evidence extraction and summary of the literature. Meta-analysis was performed by RevMan 5.4 software.Results:A total of 11 studies were included with a total of 1 596 patients. The Meta-analysis showed that nursing interventions based on "Internet+" significantly improved the anxiety of patients with infertility ( SMD=-1.09, 95% CI-1.76- -0.43, P< 0.01), depression ( SMD=-0.98, 95% CI-1.42- -0.54, P<0.01), biochemical pregnancy rate ( OR=1.67, 95% CI 1.14- 2.44, P<0.01), clinical pregnancy rate ( OR=1.83, 95% CI 1.22- 2.73, P<0.01), but no effect on infertility pressure ( MD=-3.81, 95% CI-15.10- 7.47, P>0.05). Conclusions:The interventions based on "Internet+" can effectively improve anxiety, depression and pregnancy outcome, but there is no adequate evidence of a reduction on infertility stress in patients.
		                        		
		                        		
		                        		
		                        	
7.Metabolic-associated fatty liver disease is less effective in predicting mortality than non-alcoholic fatty liver disease and metabolic dysfunction-associated steatotic liver disease: Letter to the editor on “Prognosis of biopsy-confirmed metabolic dysfunction-associated steatotic liver disease: A sub-analysis of the CLIONE study”
Yixuan ZHU ; Xiaoyan MA ; Wenjing NI ; Yee Hui YEO ; Junping SHI ; Jie LI
Clinical and Molecular Hepatology 2024;30(4):974-977
		                        		
		                        		
		                        		
		                        	
8.Analysis of influential factors for potentially inappropriate medication in elderly cancer patients
Junping WANG ; Lingling HUANG ; Wenjing ZHU ; Mei ZHANG ; Jinman FANG
China Pharmacy 2023;34(6):740-745
		                        		
		                        			
		                        			OBJECTIVE To analyze the influential factors for potentially inappropriate medication (PIM) in elderly cancer patients. METHODS The data of elderly cancer patients hospitalized in a hospital from January to December 2021 were collected. According to the Beers standard of the American Geriatrics Society in 2019 (hereinafter referred to as the “2019 version of Beers standard”) and Criteria for Potentially Inappropriate Drug Use in Chinese Elderly (2017 version) (hereinafter referred to as the “Chinese PIM standard”), the PIM status of elderly cancer patients was retrospectively analyzed. Multivariate Logistic regression analysis was used to identify influential factors for PIM. RESULTS A total of 293 patients were included in the study. According to the 2019 version of Beers standard, 211 patients (72.01%) had PIM, of which 204 (69.62%) had PIM related to drugs, 6 (2.05%) had PIM related to diseases or symptoms, 46 (15.70%) had PIM that should be used with caution, 32 (10.92%) had PIM with drug-drug interaction that should be avoided, and 11 (3.75%) had PIM based on renal function; the top 5 drugs in the list of incidence were proton pump inhibitors, metoclopramide, the first-generation antihistamines as promethazine, analgesics as ibuprofen and megestrol. According to the Chinese PIM standard, there were 132 patients (45.05%) with PIM, of which 119 (40.61%) had PIM related to drugs, involving 25 drugs (included 7 high-risk drugs and 18 low-risk drugs), and 24 (8.19%) with PIM in disease status; top 4 drugs in the list of incidence were promethazine, megestrol, ibuprofen and cimetidine. Multivariate Logistic regression analysis showed that compared with patients with hospital stay≤10 days, patients with hospital 20054) stay between 11 and 30 days had a higher risk of PIM [odds ratio (OR)=8.836 8, 95% confidence interval (CI) (3.217 8, 31.940 9), P=0.000 1]; compared with the patients with the 65895198。E-mail:fjman@cmpt.ac.cn number of clinical disease diagnosed≤5, patients with the number of clinical disease diagnosed≥11 had a higher risk of PIM [OR=10.930 1, 95%CI (3.000 9, 70.922 9), P=0.001 8]; compared with surgical treatment, patients receiving antineoplastic drugs had a higher risk of PIM [OR=2.209 5, 95%CI (1.180 2, 4.176 9), P=0.013 6]. CONCLUSIONS Elderly cancer patients have multiple diseases, complicated medication, and a high incidence of PIM. The length of hospital stay (11-30 d), the number of clinical disease diagnosed (≥11) and anti-tumor drugs are main influential factors for PIM in patients.
		                        		
		                        		
		                        		
		                        	
9.Longitudinal proteomic investigation of COVID-19 vaccination.
Yingrui WANG ; Qianru ZHU ; Rui SUN ; Xiao YI ; Lingling HUANG ; Yifan HU ; Weigang GE ; Huanhuan GAO ; Xinfu YE ; Yu SONG ; Li SHAO ; Yantao LI ; Jie LI ; Tiannan GUO ; Junping SHI
Protein & Cell 2023;14(9):668-682
		                        		
		                        			
		                        			Although the development of COVID-19 vaccines has been a remarkable success, the heterogeneous individual antibody generation and decline over time are unknown and still hard to predict. In this study, blood samples were collected from 163 participants who next received two doses of an inactivated COVID-19 vaccine (CoronaVac®) at a 28-day interval. Using TMT-based proteomics, we identified 1,715 serum and 7,342 peripheral blood mononuclear cells (PBMCs) proteins. We proposed two sets of potential biomarkers (seven from serum, five from PBMCs) at baseline using machine learning, and predicted the individual seropositivity 57 days after vaccination (AUC = 0.87). Based on the four PBMC's potential biomarkers, we predicted the antibody persistence until 180 days after vaccination (AUC = 0.79). Our data highlighted characteristic hematological host responses, including altered lymphocyte migration regulation, neutrophil degranulation, and humoral immune response. This study proposed potential blood-derived protein biomarkers before vaccination for predicting heterogeneous antibody generation and decline after COVID-19 vaccination, shedding light on immunization mechanisms and individual booster shot planning.
		                        		
		                        		
		                        		
		                        			Humans
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		                        			COVID-19 Vaccines
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		                        			Leukocytes, Mononuclear
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		                        			Proteomics
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		                        			COVID-19/prevention & control*
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		                        			Vaccination
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		                        			Antibodies
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		                        			Antibodies, Viral
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		                        			Antibodies, Neutralizing
		                        			
		                        		
		                        	
10.Investigation on early essential newborn care practices in 124 baby-friendly hospitals
Chunlan YU ; Hua TAO ; Xiaojiao WANG ; Junping ZHANG ; Xinli ZHU ; Chunyi GU
Chinese Journal of Perinatal Medicine 2023;26(1):59-64
		                        		
		                        			
		                        			Objective:To analyze the implementation of early essential newborn care (EENC) in baby-friendly hospitals in China.Methods:This is an investigation carried out using convenience sampling method. People in charge of labor ward, obstetric wards or neonatology department of the selected hospitals, such as baby-friendly hospitals with birth facilities, primary or higher level of hospitals, or general hospitals or those specialized in obstetrics and gynecology or materal and child health care centers, were selected as the subjects of the survey. Information about EENC practices in these hospitals was collected using a self-designed questionnaire sent through WeChat from April 1 to 30, 2021. Chi-square test was used for statistical analysis. Results:A total of 126 questionnaires were distributed and 124 (124 baby-friendly hospitals) were withdrawn. There were 74 hospitals in the eastern, 18 in the central and 32 in the western region. Among the 124 hospitals, tertiary hospitals, general hospitals, and maternity and child care hospitals accounted for 72.6% ( n=90), 64.5% ( n=80) and 35.5% ( n=44), respectively. There were no significant differences in the hospital type, levels, EENC coverage and training, or implementation of mainly recommended EENC practices among the hospitals in the eastern, central and western regions (all P>0.05). The implementation rate of at least one mainly recommended EENC practice was 79.0% (98/124) and there was no significant difference in the implementation rates among eastern, central and western regions [86.4% (64/74), 13/18 and 65.6% (21/32), χ2=6.60, P=0.159]. A total of 80 (64.5%) hospitals implemented 10 or more recommended EENC practices, and the implementation rates in eastern, central and western regions were 71.6% (53/74), 10/18 and 53.1% (17/32), respectively ( χ2=4.08, P=0.130). Among the 17 mainly recommended measures of EENC, in eastern, central and western hospitals, the implementation rates were 10.8% (8/74), 2/18 and 18.8% (6/32) for mother-infant skin-to-skin contact for 90 min after birth; 66.2% (49/74), 11/18 and 68.8% (22/32) for delayed umbilical cord clamping; and 25.7% (19/74), 7/18 and 21.9% (7/32) for delayed routine care following skin-to-skin contact, respectively ( χ2=6.57, 0.34 and 4.53, all P>0.05). Conclusions:There is a big gap between the implementation of EENC in most baby-friendly hospitals in eastern, central and western China and the recommendation of the World Health Organization. It is necessary to further strengthen and standardize the implementation of EENC practices in baby-friendly hospitals in our country to continuously improve the health of newborns.
		                        		
		                        		
		                        		
		                        	
            
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