1.Qualitative systematic evaluation of influencing factors for implementation of clinical practice guidelines in China based on theoretical domains framework.
Xu-Dong ZHANG ; Ju-Wen ZHANG ; Fan-Ya YU ; Jun-Hong YU ; Wei CHEN
China Journal of Chinese Materia Medica 2025;50(13):3803-3814
The effective implementation of clinical practice guideline(CPG), as a crucial vehicle of evidence-based medicine, plays a vital role in improving healthcare quality and patient safety. Currently, there remains a significant gap between the actual implementation outcomes of traditional Chinese medicine(TCM) guidelines and their intended objectives, which necessitates a systematic investigation into their influencing factors to optimize implementation strategies. This study aims to comprehensively identify the factors influencing CPG implementation in China, adapt the theoretical domains framework(TDF) to the local context, and integrate TCM-specific characteristics to provide recommendations for optimizing the development and implementation processes of TCM guidelines. Systematic search was conducted across multiple databases, including CNKI, Wanfang, VIP, SinoMed, PubMed, and EMbase, covering the period from each database's inception to March 2024. Qualitative and mixed-methods studies were included to examine factors affecting the implementation of clinical practice guidelines. The methodological quality of the included studies was assessed using the critical appraisal skills programme(CASP) tool. RESULTS:: were synthesized through framework analysis and thematic synthesis, and expert consensus was achieved via a structured consensus meeting. A total of 16 studies involving 2 388 participants were included with overall good methodological quality. Based on the TDF, 43 influencing factors across 14 domains were identified. The most critical factors included the quality of guideline evidence, training and academic conferences organized by hospitals and academic institutions to promote guideline adoption among medical staff, support from professional leaders for guideline implementation, the applicability and clarity of guideline recommendations, and material resources(supplies, funding, and facilities) required for implementation. Additionally, influencing factors of TCM guideline implementation were identified, including the distinctive advantages of TCM therapies, the applicability of syndrome differentiation, and the feasibility of TCM treatments. Based on these findings, it is recommended that TCM guideline development should incorporate these unique influencing factors to formulate high-quality, clear, and actionable recommendations. Following guideline publication, healthcare and academic institutions should strengthen training and dissemination efforts and ensure the availability of necessary implementation resources to facilitate the successful adoption of guidelines in clinical practice.
China
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Humans
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Practice Guidelines as Topic
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Medicine, Chinese Traditional/standards*
;
Evidence-Based Medicine
2.Automated diagnostic classification with lateral cephalograms based on deep learning network model.
Qiao CHANG ; Shao Feng WANG ; Fei Fei ZUO ; Fan WANG ; Bei Wen GONG ; Ya Jie WANG ; Xian Ju XIE
Chinese Journal of Stomatology 2023;58(6):547-553
Objective: To establish a comprehensive diagnostic classification model of lateral cephalograms based on artificial intelligence (AI) to provide reference for orthodontic diagnosis. Methods: A total of 2 894 lateral cephalograms were collected in Department of Orthodontics, Capital Medical University School of Stomatology from January 2015 to December 2021 to construct a data set, including 1 351 males and 1 543 females with a mean age of (26.4± 7.4) years. Firstly, 2 orthodontists (with 5 and 8 years of orthodontic experience, respectively) performed manual annotation and calculated measurement for primary classification, and then 2 senior orthodontists (with more than 20 years of orthodontic experience) verified the 8 diagnostic classifications including skeletal and dental indices. The data were randomly divided into training, validation, and test sets in the ratio of 7∶2∶1. The open source DenseNet121 was used to construct the model. The performance of the model was evaluated by classification accuracy, precision rate, sensitivity, specificity and area under the curve (AUC). Visualization of model regions of interest through class activation heatmaps. Results: The automatic classification model of lateral cephalograms was successfully established. It took 0.012 s on average to make 8 diagnoses on a lateral cephalogram. The accuracy of 5 classifications was 80%-90%, including sagittal and vertical skeletal facial pattern, mandibular growth, inclination of upper incisors, and protrusion of lower incisors. The acuracy rate of 3 classifications was 70%-80%, including maxillary growth, inclination of lower incisors and protrusion of upper incisors. The average AUC of each classification was ≥0.90. The class activation heat map of successfully classified lateral cephalograms showed that the AI model activation regions were distributed in the relevant structural regions. Conclusions: In this study, an automatic classification model for lateral cephalograms was established based on the DenseNet121 to achieve rapid classification of eight commonly used clinical diagnostic items.
Male
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Female
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Humans
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Young Adult
;
Adult
;
Artificial Intelligence
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Deep Learning
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Cephalometry
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Maxilla
;
Mandible/diagnostic imaging*
3. Developmental comparison between cerebral organoids in vitro and body's cortices in vivo
Wen-Juan FAN ; Xu-Dong CHEN ; Yong-Fang CHEN ; Xu-Guang YANG ; Shao-Ju JIN ; Jin-Bo DENG ; Wen-Juan FAN ; Zhi-Jun ZHAO
Acta Anatomica Sinica 2023;54(4):383-391
Objective To understand the characteristics and developmental differences between cerebral organoids in vitro and normal cerebral cortices in vivo. Methods 1. Grouping: cerebral cortices in vivo group and cultured cerebral organoids in vitro group. 2. Sample collection: cortical tissues were collected from Kunming mouse embryos at embryonic day 7.5(E7.5), E9.5, E11.5, E14.5, and postnatal day 3 (P3) or P7. Three specimens were taken from each group. Meanwhile, cerebral organoids were cultured with mouse induced pluripotent stem cells (iPSCs), and samples at different culture time point were collected, and more than 3 samples were collected at each time point. 3. Detection method: the distribution of different types of cells in each group of specimens was analyzed by immunofluorescent staining. Results While relative similarities between in vivo cerebral cortical development and the cerebral organoids in vitro were observed, including the histogenesis, and the morphological differentiation of nerve cells and glial cells, the lamellar architecture of cerebral cortex in mouse brain was not observed in cerebral organoids. Conclusion The development of cerebral organoids in vitro has some similarity with body's cortical development. Therefore, cerebral organoids can be used to a substitution of cortex and diseases' models, but improvement of the existing technologies is necessary.
4.Incidence of extrauterine growth retardation and its risk factors in very preterm infants during hospitalization: a multicenter prospective study.
Wei SHEN ; Zhi ZHENG ; Xin-Zhu LIN ; Fan WU ; Qian-Xin TIAN ; Qi-Liang CUI ; Yuan YUAN ; Ling REN ; Jian MAO ; Bi-Zhen SHI ; Yu-Mei WANG ; Ling LIU ; Jing-Hui ZHANG ; Yan-Mei CHANG ; Xiao-Mei TONG ; Yan ZHU ; Rong ZHANG ; Xiu-Zhen YE ; Jing-Jing ZOU ; Huai-Yu LI ; Bao-Yin ZHAO ; Yin-Ping QIU ; Shu-Hua LIU ; Li MA ; Ying XU ; Rui CHENG ; Wen-Li ZHOU ; Hui WU ; Zhi-Yong LIU ; Dong-Mei CHEN ; Jin-Zhi GAO ; Jing LIU ; Ling CHEN ; Cong LI ; Chun-Yan YANG ; Ping XU ; Ya-Yu ZHANG ; Si-Le HU ; Hua MEI ; Zu-Ming YANG ; Zong-Tai FENG ; San-Nan WANG ; Er-Yan MENG ; Li-Hong SHANG ; Fa-Lin XU ; Shao-Ping OU ; Rong JU
Chinese Journal of Contemporary Pediatrics 2022;24(2):132-140
OBJECTIVES:
To investigate the incidence of extrauterine growth retardation (EUGR) and its risk factors in very preterm infants (VPIs) during hospitalization in China.
METHODS:
A prospective multicenter study was performed on the medical data of 2 514 VPIs who were hospitalized in the department of neonatology in 28 hospitals from 7 areas of China between September 2019 and December 2020. According to the presence or absence of EUGR based on the evaluation of body weight at the corrected gestational age of 36 weeks or at discharge, the VPIs were classified to two groups: EUGR group (n=1 189) and non-EUGR (n=1 325). The clinical features were compared between the two groups, and the incidence of EUGR and risk factors for EUGR were examined.
RESULTS:
The incidence of EUGR was 47.30% (1 189/2 514) evaluated by weight. The multivariate logistic regression analysis showed that higher weight growth velocity after regaining birth weight and higher cumulative calorie intake during the first week of hospitalization were protective factors against EUGR (P<0.05), while small-for-gestational-age birth, prolonged time to the initiation of total enteral feeding, prolonged cumulative fasting time, lower breast milk intake before starting human milk fortifiers, prolonged time to the initiation of full fortified feeding, and moderate-to-severe bronchopulmonary dysplasia were risk factors for EUGR (P<0.05).
CONCLUSIONS
It is crucial to reduce the incidence of EUGR by achieving total enteral feeding as early as possible, strengthening breastfeeding, increasing calorie intake in the first week after birth, improving the velocity of weight gain, and preventing moderate-severe bronchopulmonary dysplasia in VPIs.
Female
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Fetal Growth Retardation
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Gestational Age
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Hospitalization
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Humans
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Incidence
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Infant
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Infant, Newborn
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Infant, Premature
;
Infant, Very Low Birth Weight
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Prospective Studies
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Risk Factors
5.T lymphocyte subsets combined with inflammatory indicators for auxiliary diagnosis and prognosis evaluation of sepsis.
Feng Fan LI ; Lei YANG ; Dong Qiang WANG ; Wen Ju HE ; Ce WANG ; Hong MU
Chinese Journal of Preventive Medicine 2022;56(4):494-502
Objective: To explore the application value of T lymphocyte subsets combined with procalcitonin (PCT), C-reactive protein (CRP), neutrophil to lymphocyte ratio (NLR) and white blood cell count (WBC) in the auxiliary diagnosis and prognosis evaluation of sepsis. Methods: In a retrospective study, seventy-two patients with sepsis diagnosed and treated in Tianjin First Central Hospital from June 2018 to April 2021 were selected as the research objects, and included in the sepsis group were 46 males and 26 females, aged 68 (57.3, 80.3) years. In addition, 111 patients with local infection admitted to hospital during the same period were included in the local infection group, including 62 males and 49 females, aged 68 (51, 77) years. Sepsis patients were divided into survival group (43 cases) and death group (29 cases) according to the 28-day outcome. CD3+, CD4+, CD8+, CD4+/CD8+ ratio were detected by flow cytometry within 24 h after admission, PCT was detected by ELISA, CRP was detected by immunoturbidimetry, blood routine examination, blood lactic acid (Lac) and oxygen partial pressure (PO2) were detected by instrumental method. Multivariate Logistic regression analysis was used to evaluate the correlation between each indicator and sepsis, and receiver operating characteristic curve (ROC) was drawn to evaluate the diagnostic value of each indicator for sepsis. Multivariate Logistic regression analysis and Kaplan Meier survival analysis were used to evaluate the prognostic value of each index for patients with sepsis. Results: Peripheral blood CD3+, CD4+, CD8+, CD4+/CD8+ ratio and PLT in sepsis group were significantly lower than those in local infection group(Z=-8.184,P<0.001;Z=-7.210,P<0.001;Z=-5.936,P<0.001;Z=-2.700,P=0.007;Z=-6.381,P<0.001); PCT, CRP, NLR and Lac levels were significantly higher than those in local infection group(Z=-8.262,P<0.001;Z=-3.094,P=0.002;Z=-9.004,P<0.001;Z=-4.770,P<0.001). Multivariate Logistic regression model showed that PCT, NLR, CD3+, CD8+, CD4+/CD8+ were independent risk factors for sepsis. According to ROC curve analysis, AUC of sepsis patients diagnosed by each indicator were 0.862, 0.894, 0.858, 0.760 and 0.618, respectively. The cut-off values were 3.075 ng/ml, 10.715, 44.935×109/L, 27.463×109/L and 0.750, respectively. The NLR sensitivity was 80.6%, and the CD3+ specificity was 94.6%. The AUC of combined detection of PCT and NLR was 0.947, sensitivity was 87.5% and specificity was 91.9%. The combined detection AUC of PCT, NLR, CD3+, CD4+/CD8+ was 0.958, the sensitivity and specificity were 90.3% and 91.0% respectively(P<0.001). PCT and Lac in death group were significantly higher than those in survival group(Z=-2.302,P=0.021;Z=-3.095,P=0.002);Peripheral blood CD4+/CD8+ levels were significantly lower than those in survival group(Z=-3.691,P<0.001),Multivariate Logistic regression model showed that CD4+/CD8+ ratio was an independent risk factor for 28 d mortality in patients with sepsis (P<0.001). The ROC curve showed that the AUC was 0.758, and the Youden index reached the maximum when the cut-off value was 1.27, the sensitivity and specificity were 79.3% and 60.5%, respectively. Compared with patients with CD4+/CD8+ ≥1.27, 28-day mortality was significantly increased in patients with CD4+/CD8+<1.27 (P=0.032). Conclusion: The combined detection of PCT, NLR, CD3+ and CD4+/CD8+ can improve the auxiliary diagnostic efficiency of sepsis, and the ratio of CD4+/CD8+ in peripheral blood may have certain predictive value for the prognosis of sepsis.
Aged
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C-Reactive Protein/analysis*
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Female
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Humans
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Male
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Middle Aged
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Procalcitonin
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Retrospective Studies
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Sepsis/diagnosis*
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T-Lymphocyte Subsets/chemistry*
6.Incidence of neonatal asphyxia and contributing factors for the develpment of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture: a multicenter study.
Su-Ying WU ; Fen PENG ; Ting DING ; Hong-Yan TAN ; Qian WU ; Xin-Qiao YU ; Zhi-Ping PAN ; Hong-Ling XIE ; Hong XIA ; Bao-Min FEI ; Kai-Dian LIU ; Zuo-Fen YUAN ; Cong-Rong TAN ; Lang JIANG ; Song-Hua ZHANG ; Qiong YI ; Wei-Hua WU ; Lin-Lin LUO ; Chang-Tao SHEN ; Jin-Fan ZHANG ; Zhen-Ju HUANG ; Shi-Wen XIA
Chinese Journal of Contemporary Pediatrics 2019;21(1):6-10
OBJECTIVE:
To investigate the incidence of neonatal asphyxia and possible contributing factors for the development of severe asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture, China.
METHODS:
A total of 16 hospitals in Hubei Enshi Tujia and Miao Autonomous Prefecture were selected as research centers. A retrospective analysis was performed for the clinical data of 22 294 live births in these 16 hospitals from January to December, 2016 to investigate the incidence rate of neonatal asphyxia and possible contributing factors for the development of severe asphyxia.
RESULTS:
Of the 22 294 neonates born alive, 733 (3.29%) were diagnosed with neonatal asphyxia, among whom 627 had mild asphyxia and 106 had severe asphyxia. The neonates with low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight had a higher incidence of severe asphyxia (P<0.05).
CONCLUSIONS
The incidence rate of neonatal asphyxia in Hubei Enshi Tujia and Miao Autonomous Prefecture is higher. Low maternal education level, maternal anemia during pregnancy, chorioamnionitis, abnormal amniotic fluid, abnormal umbilical cord, placenta previa, placental abruption, Tujia Minority, preterm birth, and low birth weight may be related to the development of severe neonatal asphyxia.
Asphyxia Neonatorum
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epidemiology
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China
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Humans
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Incidence
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Infant, Newborn
;
Retrospective Studies
7.Circulating Neutrophil Counts Decrease in Response to Mitigated Air Quality in Stable COPD Patients.
Zi Li ZHANG ; Jian WANG ; Fen LIU ; Ming Jing DING ; Fei LIU ; Si Fan CHEN ; Wen Ju LU ;
Biomedical and Environmental Sciences 2018;31(1):66-71
This three-year study, based on the Guangzhou Institute of Respiratory Disease (GRID), chronic obstructive pulmonary disease (COPD) Biobank, was conducted in 36 COPD patients to estimate whether changes in levels of leukocytes, erythrocytes, hemoglobin, and platelets were related to changes in air pollutant concentration. Daily NO2 levels exhibited significant differences between baseline years and the 2010 Asian Game period. We observed significant reductions in leukocyte and neutrophils counts levels, by 15.51% and 23.01%, from pre-Asian Games to during-Asian Games, respectively. In the post-Asian Game period, most pollutants approximated pre-Asian Game period levels, and similar effects were demonstrated in leukocyte and neutrophil counts. For both items, we identified significant increases resulting from elevated NO2 at lag days 0-2/5-6. We concluded that reductions in pollutants during the intervention period were associated with inactivation of hematological events in COPD.
8.Application Analysis of Mobile Equipment and APP in Imaging Diagnostics and Interventional Radiology
Ze-Yang FAN ; Xiao-Qiang TONG ; Hai-Tao GUAN ; Xiu-Ju FAN ; Wen-Feng GAO ; Ying-Hua ZOU
Journal of Medical Informatics 2018;39(1):41-45
By making use of 19 keywords,the paper searches the APP Store for APP related to imaging diagnostics and interventional radiology,analyzes parameters like APP classifications,satisfaction,publisher identity and downloads with statistical methods.The result shows that mobile learning APP,which facilitate imaging diagnostics and interventional radiology doctors with mobile learning,are more popular.
9.Preparation and performance detection of small-diameter tissue-engineered blood vessels
Xiao-Long MA ; Wen-Bin LI ; Zhi-Fei XIN ; Dian-Kun LI ; Zi-Fan ZHOU ; Ju-Yi WAN ; Jian-Gang WANG
Chinese Journal of Tissue Engineering Research 2018;22(6):932-937
BACKGROUND:Due to limited sources,poor hemocompatibility and poor anticoagulation performance,small-diameter tissue-engineered blood vessels cannot be applied in clinical practice.OBJECTIVE:To explore the physicochemical and mechanical properties of sheep carotid arteries after the decellularization in order to find appropriate materials for the preparation of tissue-engineered blood vessels.METHODS:Fresh carotid arteries from sheep were randomly divided into two groups:control group,in which,the sheep carotid arteries were cryopreserved for use after trimming and cleaning;experimental group,in which,after trimming and cleaning,the carotid arteries were decallularized by Triton X-100.sodium deoxycholate and EDTA for 24 hours,rinsed for 72 hours,digested with RNA/DNA enzymes for 24 hours,rinsed for 24 hours and reserved for later use.In both groups,blood samples were subjected to hematoxylin-eosin staining,collagen fiber staining,elastic fiber dyeing,and electron microscopy observation.The physical and chemical properties of the blood vessels are tested by tensile strength,wall tension and thickness.RESULTS AND CONCLUSION:(1) The collagen fibers in both two groups were neat and compact in alignment,with no obvious fracture.(2) Hematoxylin-eosin staining showed that:in the control group,the nuclei were distributed in the inner membrane,middle lamella and outer membrane of the vessels,and the fibers ran regularly;in the experimental group,the fibers ran in order but loosely,and there were no nuclei in the inner membrane,middle lamella and outer membrane of the vessels.(3) Elastic fibers in the control group were regular in alignment and mainly distributed in the middle lamella and outer membrane of the vessels,while in the experimental group,the elastic fibers ran regularly but loosely,and mainly distributed in the middle lamella and outer membrane of the vessels.(4) Under the scanning electron microscope,the originally formed vessels were observed in the experimental group,with no cell residues,and the collagen fibers ran orderly with no fracture and with uniform pore structure.(5) The vessel thickness was lower in the experimental group than the control group (P < 0.01),but the tensile strength showed no difference between the two groups,which was 46.55 kPa in the two groups.To conclude,the decelluarized sheep carotid artery can retain the necessary mechanical properties of the blood vessels after achieving the maximum removal of antigenicity.
10.Retrospective analysis and discussion on 74 cases of adverse reactions of traditional Chinese medicine injection.
Yan WANG ; Li-Ping FAN ; Ju SONG ; Yue-Ping CAI ; Ting-Ting JINANG ; Yu-Guang WANG ; Xiang-Wen KONG ; Jia-Rui WU
China Journal of Chinese Materia Medica 2018;43(21):4347-4351
As a modern dosage form drug with rapid effect, traditional Chinese medicine (TCM) injection has been more and more used in clinical practice. Meanwhile the safety of TCM injection has attracted more and more attention. The retrospective analysis on 74 cases of adverse reaction of TCM injections collected from 2007 to 2016 in the Third Affiliated Hospital of Beijing University of Chinese Medicine showed that the proportion of men and women with adverse reactions was 0.54:1; the average age was 62.5 years old; 21 kinds of TCM injections were involved. Among them, the most reported were blood-regulating agents. The top four kinds of TCM injections with highest adverse drug reactions (ADRs) were Tanreqing injection, Danhong Injection, Shuxuening Injection and Xuesaitong for injection. The top three clinical manifestations of adverse reactions were lesions of skin and its appendages, damage of circulatory system and damage of nervous system. The potential causes of the adverse reactions of TCM injections were analyzed, and it was believed that individual difference, medicine, pharmaceutical excipients, solvent and TCM syndrome differentiation may be the main five causes for the adverse reactions of TCM injections. In order to reduce the adverse reactions of TCM injections, it is suggested that the clinical pharmacists should participate in the application management of TCM injections in the hospital; the production enterprises shall strengthen the whole life cycle management of the drugs; and at the same time, the drug control and administration authorities should improve the drug management methods constantly and encourage the development of TCM injections to the high quality level.
Drugs, Chinese Herbal
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adverse effects
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Female
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Humans
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Injections
;
adverse effects
;
Male
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Medicine, Chinese Traditional
;
adverse effects
;
Middle Aged
;
Retrospective Studies

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