1.Adolescents and Children Age Estimation Using Machine Learning Based on Pulp and Tooth Volumes on CBCT Images
Jia-Xuan HAN ; Shi-Hui SHEN ; Yi-Wen WU ; Xiao-Dan SUN ; Tian-Nan CHEN ; Jiang TAO
Journal of Forensic Medicine 2024;40(2):143-148
Objective To estimate adolescents and children age using stepwise regression and machine learning methods based on the pulp and tooth volumes of the left maxillary central incisor and cuspid on cone beam computed tomography(CBCT)images,and to compare and analyze the estimation re-sults.Methods A total of 498 Shanghai Han adolescents and children CBCT images of the oral and maxillofacial regions were collected.The pulp and tooth volumes of the left maxillary central incisor and cuspid were measured and calculated.Three machine learning algorithms(K-nearest neighbor,ridge regression,and decision tree)and stepwise regression were used to establish four age estimation models.The coefficient of determination,mean error,root mean square error,mean square error and mean ab-solute error were computed and compared.A correlation heatmap was drawn to visualize and the monotonic relationship between parameters was visually analyzed.Results The K-nearest neighbor model(R2=0.779)and the ridge regression model(R2=0.729)outperformed stepwise regression(R2=0.617),while the decision tree model(R2=0.494)showed poor fitting.The correlation heatmap demon-strated a monotonically negative correlation between age and the parameters including pulp volume,the ratio of pulp volume to hard tissue volume,and the ratio of pulp volume to tooth volume.Con-clusion Pulp volume and pulp volume proportion are closely related to age.The application of CBCT-based machine learning methods can provide more accurate age estimation results,which lays a founda-tion for further CBCT-based deep learning dental age estimation research.
2.Construction and immunogenicity evaluation of DC-SIGN-targeted Pseudomonas aeruginosa DNA vaccine nanoparticle
Xiao-Feng JIANG ; Ya-Ting ZHANG ; Xuan ZHAO ; Lin-Xia TIAN ; Xian YU
Chinese Pharmacological Bulletin 2024;40(11):2184-2192
Aim To construct a DC-targeted modified(lacto-N-fucop-entose Ⅲ,LewisX)Pseudomonas aeruginosa(PA)DNA vaccine PLGA nanoparticle(LewisX-PLGA)loading PA PcrV and OprF genes combination,and provide a new idea for the prevention of PA clinical infection.Methods The PLGA nano-particles loading PA PcrV and OprF combined DNA(PLGA+PcrV/OprF)or loading pEGFP(PLGA+pEGFP)were pre-pared by double emulsification-solvent evaporation method.On this basis,the DC-SIGN-targeted ligand LewisX was connected to the surface of PLGA nanoparticles by amide condensation reac-tion.LewisX-modified PLGA-PcrV/OprF(LewisX-PLGA+PcrV/OprF)and LewisX-modified PLGA-pEGFP(LewisX-PL-GA+pEGFP)were prepared.Particle size,Zeta potential,en-capsulation rate and drug loading were evaluated to characterize LewisX-PLGA+PcrV/OprF.The cytotoxicity of LewisX-PLGA+PcrV/OprF was investigated by CCK-8.DC targeting of LewisX-PLGA+pEGFP was validated in vitro transfection.Further,LewisX-PLGA+PcrV/OprF lysosome escape was used to evalu-ate the targeting performance of LewisX-modified PLGA nanopar-ticles loading DNA in vitro.The immunoefficacy of the nanopar-ticles was evaluated by detecting the level of lymphocyte prolifer-ation,humoral immunity and immune protection.Results The diameter of LewisX-PLGA+PcrV/OprF was(201.17±1.6)nm.The encapsulation efficiency of LewisX-PLGA+PcrV/OprF was(85.72±5.3)%.The Zeta potential of LewisX-PLGA+PcrV/OprF was+(31.17±1.8)mV.In the DC2.4 cytotoxici-ty test,the cell survival rates were above 85%.The results of fluorescence microscopy after LewisX-PLGA+pEGFP transfec-tion in vitro showed that LewisX-PLGA+pEGFP was more readi-ly taken up by DC2.4,and LewisX-PLGA+pEGFP had a DC-SIGN specific targeting performance.The CLSM's observation of LewisX-PLGA+Pcrv/OprF showed that more DNA escaped from the lysosome into the cytoplasm.The results suggested that LewisX-PLGA had DC2.4 targeting performance.Because DC2.4 cells endocyted more LewisX-PLGA+Pcrv/OprF into the lysosome,the amount of DNA carried by the nanoparticles esca-ping into the cytoplasm increased.in vivo immune results showed that the lymphocyte proliferation level and antibody titer level of targeted DNA vaccine increased significantly,further improved the survival rate of mice infected with acute pneumoni-a,and reduced the bacterial load of mouse lungs.Conclusions The DC-SIGN-targeted aptamer-modified PA DNA vaccine nanoparticle LewisX-PLGA can be successfully constructed.It promotes the transfection of DNA into DC.It promotes the endo-cytosis of PA DNA vaccine into the DC lysosome and the escape of PA DNA into the cytoplasm.This results in a significant im-mune response in body,which enhances the protective efficacy of vaccine.
3.Exposure level of neonicotinoid pesticides and their metabolites in pregnant women in the suburb of Shanghai.
Yuan Ping WANG ; Lin Ying WU ; Yi WANG ; Dong Liang XUAN ; Jing TIAN ; Zi Chen YANG ; Ming Hui HAN ; He Xing WANG ; Qian PENG ; Qing Wu JIANG
Chinese Journal of Preventive Medicine 2023;57(5):741-746
In 2021, a total of 151 pregnant women were selected from the suburb of Shanghai. A questionnaire survey was conducted to obtain data about maternal age, gestational week, total annual household income, education level and passive smoking among pregnant women and one spot urine was collected. The concentrations of eight neonicotinoid pesticides and four metabolites in urine were measured by ultra-high performance liquid chromatography-tandem quadrupole time-of-flight mass spectrometry. The differences in detection frequencies and concentrations of neonicotinoid pesticides and their metabolites among pregnant women with different characteristics were compared, and the influencing factors of the detection of neonicotinoid pesticides in urine were analyzed. The results showed that at least one neonicotinoid pesticide was detected in 93.4% (141 samples) of urine samples. The detection frequencies of N-desmethyl-acetamiprid, clothianidin, thiamethoxam, and N-desmethyl-clothianidin were high, about 78.1% (118 samples), 75.5% (114 samples), 68.9% (104 samples), and 44.4% (67 samples), respectively. The median concentration of the sum of all neonicotinoid pesticides was 2.66 μg/g. N-desmethyl-acetamiprid had the highest detection concentration with a median concentration of 1.04 μg/g. A lower urinary detection frequency of imidacloprid and its metabolites was seen in pregnant women aged 30-44 years [OR (95%CI): 0.23 (0.07-0.77)]. A higher detection frequency of clothianidin and its metabolites was seen in pregnant women with per capita annual household income≥100 000 yuan [OR (95%CI): 6.15 (1.56-24.28)]. There was widespread exposure to neonicotinoid pesticides and their metabolites in pregnant women from the suburb of Shanghai, which might pose potential health risks to pregnant women, and maternal age and household income were potential influencing factors of the exposure to neonicotinoid pesticides.
Humans
;
Female
;
Pregnancy
;
Pesticides/analysis*
;
Pregnant Women
;
China
;
Neonicotinoids/analysis*
;
Insecticides
4.Microsurgical thinned anterolateral thigh perforator flap to repair soft tissue defects of foot and ankle.
Rong-Yu LAN ; Ji-Yong JIANG ; Tian YU ; Wei-Hua ZHANG ; Lin-Xuan HAN ; Xiao-Ping REN
China Journal of Orthopaedics and Traumatology 2023;36(8):701-707
OBJECTIVE:
To explore method and clinical effect of microsurgical thinned anterolateral thigh perforator flap to repair soft tissue defects of foot and ankle.
METHODS:
From March 2017 to January 2022, totally 20 patients with soft tissue defects of ankle joint were treated with micro-thinning anterolateral perforator flap for free transplantation, included 13 males and 7 females, aged from 22 to 58 years old with an average of (36.45±12.36) years old. The size of flap ranged from 8.0 cm×5.0 cm to 20.0 cm×12.0 cm. Before operation, perforating vessels on the anterolateral thigh region were detected and marked with a portable Doppler detector. For the defect width less than 8 cm, 11 patients were repaired with a single flap. For the defect width more than 8 cm, the wound could not be sutured directly, and the lobulated flap technique was used in 9 patients, the width was converted to length, and the donor site was closed directly. Under the microscope, all flaps were thinened in a stepwise manner from the center of the pedicle to the periphery. After operation, survival of the flap, the shape, texture, sensory function recovery were observes, and recovery of foot function was evaluated by Maryland foot function evaluation standard.
RESULTS:
All 20 patients with microsurgical thinned anterolateral thigh perforator flaps were survived. Venous crisis occurred in 1 patient due to subcutaneous hematoma, after removal of the hematoma, the crisis was relieved and the flap survived successfully. The wounds in the donor and recipient sites healed well, and only linear scars left in the donor sites. Twenty patients were followed up for 3 to 26 months after operation, good shape of flaps without bloated, and good texture. The two-point discrimination of free flaps ranged from 9.0 to 16.0 mm, and the protective sensation was restored. The ankle flexion and extension function recovered well and patients could walk normally. According to Maryland foot function evaluation standard, 8 patients got excellent result, 10 patients good and 2 middle.
CONCLUSION
Microsurgical thinned anterolateral thigh perforator flap is an ideal method to repair soft tissue defects in functional area of foot and ankle, with good appearance and texture of the flap, no need for re-plastic surgery, reduced hospitalization costs, and less donor site damage.
Female
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Male
;
Humans
;
Young Adult
;
Adult
;
Middle Aged
;
Ankle/surgery*
;
Thigh/surgery*
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Ankle Joint
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Perforator Flap
;
Hematoma
5.Safety and efficacy of levosimendan in patients with acute heart failure: a prospective, multicenter, and observational study
Han ZHANG ; Li JIANG ; Rui FU ; Ping QING ; Xuan ZHANG ; Tao TIAN ; Yaoyao YANG ; Guangxun FENG ; Yanmin YANG
Chinese Journal of Emergency Medicine 2023;32(7):889-894
Objective:To investigate the indication, effectiveness, tolerance, and safety of levosimendan in patients with acute heart failure (AHF) in 20 hospitals in Beijing, China.Methods:This prospective, observational, and multicenter study consecutively enrolled AHF patients who were treated with levosimendan at 20 hospitals in Beijing from April 2020 to March 2022. Baseline demographics, laboratory parameters, clinical presentation, concomitant diseases and medications were collected. After initiation of levosimendan, levosimendan administration, laboratory parameter pre- and post-administration, symptoms improvement, and adverse events were also collected.Results:Totally 800 AHF patients were included, 67% of whom were male, aged (65 ±17) years, 50% of whom had ischemic heart disease, and the left ventricular ejection fraction (LVEF) was (36±11)%. The dose of levosimendan was (11.84 ±2.11) mg and the mean infusion time was (1 450±307) min. Dyspnea was improved in 83.4% of AHF patients at 24 h after treatment. The level of B-type natriuretic peptide (BNP) significantly decreased from 689 (406-1509) pg/mL to 410 (156-697) pg/mL in all patients at 24-72 h after treatment ( P<0.001), and the level of N-terminal pro-brain natriuretic peptide (NT-pro BNP) decreased from 6910 (3 715-13 914) pg/mL to 2 851 (1 288-6 191) pg/mL ( P<0.001). Meanwhile, LVEF level also improved significantly [(40±11)% vs. (36±11)%, P<0.001]. During levosimendan administration, adverse events occurred in 74 (9.3%) patients, including hypotension (5.9%), arrhythmia (1.9%), and other symptoms (1.1%). Among them, 7 patients ( 2 patients with hypotension and 5 patients with ventricular tachycardia) interrupted levosimendan administration. Conclusions:The use of levosimendan is safe, and can improve symptoms reduce BNP or NT-pro BNP levels and increase LVEF level in AHF patients.
6.Experience and reflection of financial management in science and technology transfer in public hospitals
Yiyi LIU ; Peixin HE ; Xia TIAN ; Na TAN ; Xuan DONG ; Fan ZHANG ; Xue JIANG
Chinese Journal of Medical Science Research Management 2022;35(1):47-50
Objective:To explore the development path of improving the intangible assets management, and promoting science and technology transfer of public hospitals.Methods:Analyze and summarize problems and challenges in the identification and disposal of intangible assets related to scientific and technological achievements in the process of technology transfer based on policy research, literature review and practical experience reflection.Results:So far, the identification and measurement norms of intangible assets are not operable enough. Assets evaluation remains controversial and nonstandard.Conclusions:It is recommended to improve the management systems of science and technology transfer and related financial affairs including strengthening the awareness of intangible assets protection, standardizing the management system of intangible assets and optimizing the informatization construction of financial management.
7.Effect and influence factors of cardiopulmonary resuscitation in children with congenital heart disease in pediatric intensive care unit.
Gang LIU ; Jian Ping CHU ; Jian Li CHEN ; Su Yun QIAN ; Dan Qun JIN ; Xiu Lan LU ; Mei Xian XU ; Yi Bing CHENG ; Zheng Yun SUN ; Hong Jun MIAO ; Jun LI ; Sheng Ying DONG ; Xin DING ; Ying WANG ; Qing CHEN ; Yuan Yuan DUAN ; Jiao Tian HUANG ; Yan Mei GUO ; Xiao Na SHI ; Jun SU ; Yi YIN ; Xiao Wei XIN ; Shao Dong ZHAO ; Zi Xuan LOU ; Jing Hui JIANG ; Jian Sheng ZENG
Chinese Journal of Pediatrics 2022;60(3):197-202
Objective: To investigate the prognostic factors of children with congenital heart disease (CHD) who had undergone cardiopulmonary resuscitation (CPR) in pediatric intensive care unit (PICU) in China. Methods: From November 2017 to October 2018, this retrospective multi-center study was conducted in 11 hospitals in China. It contained data from 281 cases who had undergone CPR and all of the subjects were divided into CHD group and non-CHD group. The general condition, duration of CPR, epinephrine doses during resuscitation, recovery of spontaneous circulation (ROSC), discharge survival rate and pediatric cerebral performance category in viable children at discharge were compared. According to whether malignant arrhythmia is the direct cause of cardiopulmonary arrest or not, children in CHD and non-CHD groups were divided into 2 subgroups: arrhythmia and non-arrhythmia, and the ROSC and survival rate to discharge were compared. Data in both groups were analyzed by t-test, chi-square analysis or ANOVA, and logistic regression were used to analyze the prognostic factors for ROSC and survival to discharge after cardiac arrest (CA). Results: The incidence of CA in PICU was 3.2% (372/11 588), and the implementation rate of CPR was 75.5% (281/372). There were 144 males and 137 females with median age of 32.8 (5.6, 42.7) months in all 281 CPA cases who received CPR. CHD group had 56 cases while non-CHD had 225 cases, with the percentage of 19.9% (56/281) and 80.1% (225/281) respectively. The proportion of female in CHD group was 60.7% (34/56) which was higher than that in non-CHD group (45.8%, 103/225) (χ2=4.00, P=0.045). There were no differences in ROSC and rate of survival to discharge between the two groups (P>0.05). The ROSC rate of children with arthythmid in CHD group was 70.0% (28/40), higher than 6/16 for non-arrhythmic children (χ2=5.06, P=0.024). At discharge, the pediatric cerebral performance category scores (1-3 scores) of CHD and non-CHD child were 50.9% (26/51) and 44.9% (92/205) respectively. Logistic regression analysis indicated that the independent prognostic factors of ROSC and survival to discharge in children with CHD were CPR duration (odds ratio (OR)=0.95, 0.97; 95%CI: 0.92~0.97, 0.95~0.99; both P<0.05) and epinephrine dosage (OR=0.87 and 0.79, 95%CI: 0.76-1.00 and 0.69-0.89, respectively; both P<0.05). Conclusions: There is no difference between CHD and non-CHD children in ROSC and survival rate of survival to discharge was low. The epinephrine dosage and the duration of CPR are related to the ROSC and survival to discharge of children with CHD.
Cardiopulmonary Resuscitation
;
Child
;
Child, Preschool
;
Female
;
Heart Arrest/therapy*
;
Heart Defects, Congenital/therapy*
;
Humans
;
Intensive Care Units, Pediatric
;
Male
;
Retrospective Studies
8.Effect of exposure to typical phthalate esters on estrogen homeostasis during pregnancy
Linying WU ; Zichen YANG ; Dongliang XUAN ; Yuanping WANG ; Jing TIAN ; Yi WANG ; Minghui HAN ; Hexing WANG ; Qian PENG ; Qingwu JIANG
Shanghai Journal of Preventive Medicine 2022;34(7):623-628
ObjectiveTo study the relationship between the exposure to two kinds of phthalate esters (PAEs) [Di-N-butyl phthalate,(DBP) and Di-(2-ethylhexyl)phthalate (DEHP)] and estrogen homeostasis in pregnant women. MethodsIn 2021, we classified the Jiading District of Shanghai into five geographical areas, east, west, south, north and central. A total of 151 pregnant women from each area were selected for questionnaire survey, with random urine samples during first, second, and third trimesters collected. A DBP metabolite [Mono-N-butyl phthalate (MBP)] and two DEHP metabolites [Mono(2-ethylhexyl) phthalate (MEHP), Mono(2-ethyl5-oxohexyl) phthalate, (MEOHP)] and three estrogens [estrone (E1), 17β -estradiol (E2), and estriol (E3)] in urine were determined by ultra-performance liquid chromatography tandem quadrupole time-of-flight mass spectrometry. After a natural logarithmic transformation of PAEs metabolite levels and estrogen concentration, multivariable linear regression was used to control potential confounders and determine the relationship between PAEs metabolite levels and estrogen concentration. ResultsThe detection rates of three PAEs metabolites in urine of pregnant women were more than 98%. The median corrected concentrations of MBP, MEHP and MEOHP were 5.18, 0.59 and 4.23 mg·kg-1, respectively. During the whole pregnancy, MEOHP was positively correlated with E1 (β=0.450, 95%CI: 0.057‒0.844), and MBP was positively correlated with E3 (β=0.250, 95%CI: 0.034‒0.465). Stratified by trimesters, MBP was positively correlated with E3 in the first trimester (β=0.428, 95%CI: 0.103‒0.752). MEOHP was positively correlated with E1 in the second trimester (β=0.734, 95%CI: 0.130‒0.752), and had a possitive trend with E1 in the third trimester (β=0.744, 95%CI: -0.140‒1.629). In addition, MEHP had a negative correlation with E1 in the second trimester (β=-0.498, 95%CI: -1.063‒0.066). MEOHP had a positive correlation trend with E2 (β=0.628, 95%CI: -0.101‒1.356) in the third trimester. ConclusionPAEs exposure may interfere with estrogen homeostasis during pregnancy and differs by trimesters. Given the cross-sectional nature of this study, it warrants further study to validate the findings.
9.The mechanism by which Peganum harmala L. inhibits high glucose-induced tube formation in endothelial cells
Hong-li LI ; Hui-hui SUN ; Han-ying LIU ; Qing-xuan JI ; Jing-yun TIAN ; Xing-zhuo SONG ; Xi-rui WANG ; Kun-xiu JIANG ; Jing HAN
Acta Pharmaceutica Sinica 2021;56(9):2544-2552
The study investigates the mechanism by which
10.Clinical practice guidelines for breast cancer implantable intravenous infusion ports: Chinese Society of Breast Surgery practice guidelines 2021.
Li MA ; Zhi-Cheng GE ; Ling XIN ; Ying-Xin WANG ; Yan-Shou ZHANG ; Tian-Tian TANG ; Guo-Xuan GAO ; Qian LIU ; Xuan ZHAO ; Yun-Jiang LIU ; Xiang QU
Chinese Medical Journal 2021;134(16):1894-1896

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