1.Effects of circular RNA_0054633 on hydrogen peroxide-induced oxidative damage in myocardial cells
Yan-Wei WANG ; Bian-Wen WU ; Lei CAO ; Jie MA ; Ya-Li FENG
The Chinese Journal of Clinical Pharmacology 2024;40(11):1560-1564
Objective To investigate whether circular RNA(circRNA)circ_0054633 targets microRNA-375(miR-375)to regulate the oxidative damage of cardiomyocytes induced by hydrogen peroxide(H2O2).Methods H9C2 cardiomyocytes were divided into control group(normal culture without any treatment),hydrogen peroxide(H2 O2)group(150 μmol·L-1 H2 O2 treated cardiomyocytes for 6 h),H2O2+si-NC group,H2O2+si-circ_0054633 group,H2O2+miR-NC group,H2O2+miR-375 group,H2O2+si-circ_0054633+anti-miR-NC group,H2O2+si-circ_0054633+anti-miR-375 group(cardiomyocytes were transfected with si-NC,si-circ_0054633,miR-NC,miR-375 mimics,si-circ_0054633+anti-miR-NC,si-circ_0054633+anti-miR-375,respectively;24 h after transfection,cardiomyocytes were treated with 150 μmol·L-1 H2O for 6 h).Real-time fluorescence quantitative polymerase chain reaction was used to determine the expression of miR-375,the content of malondialdehyde(MDA)and the activity of superoxide dismutase(SOD)were determined by kit,apoptosis was determined by flow cytometry.Results The expression levels of miR-375 in cardiomyocytes of control group,H2O2 group,H2O2+si-NC group,H2O2+si-circ_0054633 group,H2O2+miR-NC group,H2O2+si-circ_0054633+anti-miR-NC group,H2O2+si-circ_0054633+anti-miR-375 group were 1.00±0.00,0.42±0.05,0.40±0.06,0.69±0.08,1.00±0.00,3.41±0.28,1.00±0.00 and 0.26±0.02,respectively;MDA contents were(3.19±0.32),(13.46±1.27),(15.39±1.04),(5.26±0.51),(16.05±1.36),(9.18±0.85),(4.89±0.44)and(10.05±0.92)nmol·L-1,respectively;SOD activities were(64.69±5.81),(18.23±1.33),(17.07±1.41),(55.74±5.13),(17.12±1.64),(47.66±4.59),(56.77±4.71)and(27.95±2.47)U·mL-1,respectively;the apoptosis rates were(6.21±0.59)%,(29.22±2.19)%,(30.94±2.85)%,(10.05±0.92)%,(31.14±2.83)%,(13.74±1.24)%,(10.39±0.88)%and(21.31±1.92)%,respectively.The above indexes of H2O2 group were compared with the control group,the above indexes of H2O2+si-circ_0054633 group was compared with the H2O2+si-NC group,the above indexes of H2O2+miR-375 group was compared with the H2O2+miR-NC group,the above indexes of H2O2+si-circ_0054633+anti-miR-375 group were compared with H2O2+si-circ_0054633+anti-miR-NC group,the differences were statistically significant(all P<0.05).Conclusion Interfering with the expression of circ_0054633 can reduce the oxidative stress and apoptosis of cardiomyocytes induced by hydrogen peroxide by targeting miR-375,thereby protecting cardiomyocytes from oxidative damage.
2.TSHR Variant Screening and Phenotype Analysis in 367 Chinese Patients With Congenital Hypothyroidism
Hai-Yang ZHANG ; Feng-Yao WU ; Xue-Song LI ; Ping-Hui TU ; Cao-Xu ZHANG ; Rui-Meng YANG ; Ren-Jie CUI ; Chen-Yang WU ; Ya FANG ; Liu YANG ; Huai-Dong SONG ; Shuang-Xia ZHAO
Annals of Laboratory Medicine 2024;44(4):343-353
Background:
Genetic defects in the human thyroid-stimulating hormone (TSH) receptor (TSHR) gene can cause congenital hypothyroidism (CH). However, the biological functions and comprehensive genotype–phenotype relationships for most TSHR variants associated with CH remain unexplored. We aimed to identify TSHR variants in Chinese patients with CH, analyze the functions of the variants, and explore the relationships between TSHR genotypes and clinical phenotypes.
Methods:
In total, 367 patients with CH were recruited for TSHR variant screening using whole-exome sequencing. The effects of the variants were evaluated by in-silico programs such as SIFT and polyphen2. Furthermore, these variants were transfected into 293T cells to detect their Gs/cyclic AMP and Gq/11 signaling activity.
Results:
Among the 367 patients with CH, 17 TSHR variants, including three novel variants, were identified in 45 patients, and 18 patients carried biallelic TSHR variants. In vitro experiments showed that 10 variants were associated with Gs/cyclic AMP and Gq/11 signaling pathway impairment to varying degrees. Patients with TSHR biallelic variants had lower serum TSH levels and higher free triiodothyronine and thyroxine levels at diagnosis than those with DUOX2 biallelic variants.
Conclusions
We found a high frequency of TSHR variants in Chinese patients with CH (12.3%), and 4.9% of cases were caused by TSHR biallelic variants. Ten variants were identified as loss-of-function variants. The data suggest that the clinical phenotype of CH patients caused by TSHR biallelic variants is relatively mild. Our study expands the TSHR variant spectrum and provides further evidence for the elucidation of the genetic etiology of CH.
3.HLA-B*5801 gene polymorphisms detection in prediction of severe drug eruption associated allopurinol:a rapid health technology assessment
Jinjin CAO ; Ya LING ; Jie ZHANG ; Jingjing ZHANG ; Jianguo ZHU ; Xiufang CAO
Chinese Journal of Pharmacoepidemiology 2024;33(9):1044-1053
Objective To evaluate the accuracy,sensitivity,specificity and economy of HLA-B*5801 gene polymorphisms detection in predicting allopurinol-related severe drug eruption before receiving allopurinol treatment using rapid health technology assessment(rHTA),to provide clinicians and policymakers with an efficient and convenient evidence-based basis.Methods PubMed,Cochrane Library,Web of Science,Embase,WanFang Data,CNKI databases and the official website of health technology assessment(HTA)agency were electronically searched to collect HTA reports,systematic reviews/Meta-analyses and pharmacoeconomic literature on the HLA-B*5801 gene polymorphisms detection from inception to December 31,2023.Two reviewers independently screened studies,extracted data,assessed the included studies'quality,and analyzed and summarised the results.Results A total of 16 literature were included,of which 5 systematic reviews/Meta-analyses and 11 pharmacoeconomic studies.The results showed that the HLA-B*5801 gene mutation rate was significantly higher in patients presenting with severe drug eruption than in the allopurinol-tolerant group(P<0.05).Two studies reported the sensitivity and specificity of the HLA-B*5801 gene polymorphisms assay for predicting severe drug eruption,the sensitivity of 0.78,0.93,and specificity of 0.96,0.89,respectively.The economic study showed that HLA-B*5801 gene polymorphisms detection before allopurinol treatment was cost-effective in Chinese Han,Korean,Thai populations,but not in British,American(Caucasian or Hispanic),Singaporean and Malaysian populations.Conclusion HLA-B*5801 gene polymorphisms detection before allopurinol treatment and guiding drug use according to the screening results in Chinese Han population can reduce the risk of severe drug eruption and treatment costs.
4.Efficacy and safety of low-dose tirofiban infusion used in stent-assisted coiling for ruptured intracranial aneurysms
Yi MO ; Jie CAO ; Xucheng ZHU ; Ronghua CHEN ; Huaming SHAO ; Jinggang XUAN ; Ya PENG
Chinese Journal of Cerebrovascular Diseases 2024;21(9):587-594
Objective To explore the efficacy and safety of low-dose tirofiban in stent-assisted coil embolization(SAC)for ruptured intracranial aneurysms.Methods From April 2011 to September 2020,335 patients of ruptured intracranial aneurysms with subarachnoid hemorrhage(SAH)admitted in the First People's Hospital of Changzhou were retrospectively analyzed.All cases underwent stent-assisted coil embolization within 24-48 h and antiplatelet medications.The patients were divided into dual antibody group(89 cases)and tirofiban group(246 cases).Baseline and clinical data of all patients were collected for comparison between groups,including age,sex,hypertension,diabetes mellitus,Hunt-Hess grade at admission,modified Fisher scale score at admission,aneurysm diameter(>5 mm,≤5 mm),aneurysm location(anterior circulation,posterior circulation),postoperative acute hydrocephalus or intraventricular hemorrhage,postoperative complete embolization rate of ruptured aneurysm.All patients with ruptured intracranial aneurysm with SAH were confirmed by emergency cerebral CT scan after admission.The Raymond grading criteria were used to evaluate the embolization effect after operation:grade Ⅰ refers to no development(complete embolization),grade Ⅱ refers to only aneurysm neck development(incomplete embolization),and grade Ⅲ refers to aneurysm body development,in which Raymond grading Ⅰ orⅡ indicates effective embolization.Tirofiban group:4.2 μg/kg tirofiban was intravenously injected after the coil was placed in the aneurysm lumen and the stent was released,followed by maintenance dose 0.07 μg/(kg·min)for 6-8 h,and aspirin 100 mg and clopidogrel 75 mg were given as sequential dual antiplatelet therapy 2 hours before the tirofiban infusion was stopped.Dual antiplatelet group:a loading dose of aspirin 300 mg and clopidogrel 300 mg was given at least 2 hours before stent implantation,and then transferred to aspirin 100 mg and clopidogrel 75 mg given on the second day after operation.All patients received aspirin(100mg/d)for 6 months and clopidogrel(75 mg/d)for 3 months after operation.The efficacy indicators,safety indicators,adverse events and other complications of the two groups were collected and compared.The efficacy indicators were the incidence of thrombotic events during operation and within 72 hours after operation.The safety indicators were the incidence of intraoperative and early postoperative intracranial hemorrhage(within 48 hours after operation),the incidence of late postoperative intracranial hemorrhage(over 48 hours after operation),and the incidence of intracranial hemorrhage related to external ventricular drainage(symptomatic and asymptomatic).The adverse event was the occurrence of drug-related thrombocytopenia.Other complications were delayed ischemic events.The modified Rankin scale(mRS)score was used to evaluate the clinical prognosis of patients at 180 days after operation.mRS score ≤2 was defined as good prognosis,mRS score>2 was defined as poor prognosis,of which 6 was defined as death.Results(1)There were no significant differences in baseline and clinical data between the tirofiban group and the dual antibody group(all P>0.05).(2)There was no significant difference in the proportion of patients with good outcome(75.2%[185/246]vs.74.2%[66/89],P=0.845)and death(10.2%[25/246]vs.12.4%[11/89],P=0.566)at 180 days after operation between the tirofiban group and the dual antiplatelet group.(3)There was no significant difference in the incidence of intraoperative(0.8%[2/246]vs.4.5%[4/89],P=0.075)and postoperative thrombotic events(11.0%[27/246]vs.13.5%[12/89],P=0.527)between the tirofiban group and the dual antiplatelet group.(4)Results about safety comparison between this two antiplatelet regimens showed that the incidence of early postoperative intracranial hemorrhage were lower in the tirofiban group than that in the dual antiplatelet group(2.8%[7/246]vs.10.1%[9/89],P=0.014).There were no significant differences in the symptomatic external ventricular drainage related intracranial hemorrhage(0 vs.2/15,P=0.050),incidences of intraoperative intracranial hemorrhage(1.6%vs.3.4%,P=0.580),late postoperative intracranial hemorrhage(3.3%vs.4.5%,P=0.836),and drug-related thrombocytopenia(0.4%vs.1.1%,P=0.461)between the two groups.Conclusion Low-dose tirofiban infusion in SAC for ruptured aneurysms may prevent perioperative thromboembolic events without high risk of intracranial hemorrhage.
5.Influence of first pass effect in prognoses of patients with acute intracranial large vessel occlusion in anterior circulation accepted mechanical thrombectomy with domestic stent retriever: an analysis based on 3 RCT studies
Jie CAO ; Zejun YANG ; Ya PENG ; Jianmin LIU
Chinese Journal of Neuromedicine 2024;23(6):585-591
Objective:To investigate the influence of first pass effect (FPE) in prognoses of patients with acute intracranial large vessel occlusion in anterior circulation accepted mechanical thrombectomy with domestic stent retriever, and the influencing factors for FPE.Methods:A total of 223 patients with acute intracranial large vessel occlusion in anterior circulation accepted mechanical thrombectomy with domestic stent retriever were selected from 3 prospective, multicenter, open, randomized controlled clinical trials (REDIRECT trial, Tonbridge trial, CAPTURE trial). According to modified Rankin Scale (mRS) scores 90 d after thrombectomy, these patients were divided into good prognosis group (mRS scores≤2, n=131) and poor prognosis group (mRS scores>2, n=92); these patients were also divided into FPE group ( n=69) and non-FPE group ( n=154) according to whether FPE was achieved (complete recanalization with single stent retriever, modified Thrombolysis in Cerebral Infarction [mTICI] 3); differences in baseline data and surgical parameters between the 2 groups were compared; multivariate Logistic regression was used to analyze the independent influencing factors. Results:(1) Patients in the good prognosis group had significantly younger age, significantly lower National Institute of Health stroke scale (NIHSS) scores at admission, transient ischemic attack ratio, atrial fibrillation ratio and ratio of internal carotid artery as responsible occlusive vessel, statistically shorter time from onset to admission, time from onset to femoral artery puncture and time from femoral artery puncture to vascular recanalization compared with those in the poor prognosis group ( P<0.05); FPE proportion in the good prognosis group was significantly higher than that in the poor prognosis group ( P<0.05). Multivariate Logistic regression analysis showed that middle cerebral artery occlusion ( OR=0.459, 95% CI: 0.247-0.854, P=0.014), and FPE ( OR=2.485, 95% CI: 1.282-4.816, P=0.007), NIHSS score at admission ( OR=0.894, 95% CI: 0.837-0.955, P=0.001), time from femoral artery puncture to vascular recanalization ( OR=0.993, 95% CI: 0.987-0.999, P<0.001) were independent influencing factors for good prognosis. (2) The FPE group had significantly shorter time from femoral artery puncture to stent thrombectomy and higher proportion of balloon guided catheter (BGC) than the non-FPE group ( P<0.05). Multivariate Logistic regression analysis showed that BGC application was an independent influencing factor for FPE ( OR=3.185, 95% CI: 1.494-6.791, P=0.003). Conclusion:FPE can improve prognosis of patients with acute intracranial large vessel occlusion in anterior circulation accepted mechanical thrombectomy with domestic stent retriever, and BGC application helps FPE.
6.Clinical Value of Translocator Protein Gene in Evaluating the Efficacy of FLT3-ITD/DNMT3A R882 Double-Mutated Acute Myeloid Leukemia.
Shan-Hao TANG ; Ying LU ; Pi-Sheng ZHANG ; Dong CHEN ; Xu-Hui LIU ; Xiao-Hong DU ; Jun-Jie CAO ; Shuang-Yue LI ; Ke-Ya SHA ; Lie-Guang CHEN ; Xian-Xu ZHUANG ; Pei-Pei YE ; Li LIN ; Ren-Zhi PEI
Journal of Experimental Hematology 2023;31(1):45-49
OBJECTIVE:
To observe the clinical significance of translocator proteins (TSPO) gene in the treatment of FLT3-ITD/DNMT3A R882 double-mutated acute myeloid leukemia (AML).
METHODS:
Seventy-six patients with AML hospitalized in the Department of Hematology of the Affiliated People's Hospital of Ningbo University from June 2018 to June 2020 were selected, including 34 patients with FLT3-ITD mutation, 27 patients with DNMT3A R882 mutation, 15 patients with FLT3-ITD/DNMT3A R882 double mutation, as well as 19 patients with immune thrombocytopenia (ITP) hospitalized during the same period as control group. RNA was routinely extracted from 3 ml bone marrow retained during bone puncture, and TSPO gene expression was detected by transcriptome sequencing (using 2-deltadeltaCt calculation).
RESULTS:
The expression of TSPO gene in FLT3-ITD group and DNMT3A R882 group at first diagnosis was 2.02±1.04 and 1.85±0.76, respectively, which were both higher than 1.00±0.06 in control group, but the differences were not statistically significant (P=0.671, P=0.821). The expression of TSPO gene in the FLT3-ITD/DNMT3A R882 group was 3.98±1.07, wich was significantly higher than that in the FLT3-ITD group and DNMT3A R882 group, the differences were statistically significant (P=0.032, P=0.021). The expression of TSPO gene in patients who achieved complete response after chemotherapy in the FLT3-ITD/DNMT3A R882 group was 1.19±0.87, which was significantly lower than that at first diagnosis, and the difference was statistically significant (P=0.011).
CONCLUSION
TSPO gene may be used as an indicator of efficacy in FLT3-ITD /DNMT3A R882 double-mutated AML.
Humans
;
DNA (Cytosine-5-)-Methyltransferases/genetics*
;
DNA Methyltransferase 3A
;
Mutation
;
Leukemia, Myeloid, Acute/drug therapy*
;
Nucleophosmin
;
Prognosis
;
fms-Like Tyrosine Kinase 3/genetics*
;
Receptors, GABA/therapeutic use*
7.Value of postoperative radiotherapy and analysis of prognostic factors in early-stage neuroendocrine carcinoma of cervix.
Xiao Chen SONG ; Hui ZHANG ; Sen ZHONG ; Xian Jie TAN ; Shui Qing MA ; Ying JIN ; Ling Ya PAN ; Ming WU ; Dong Yan CAO ; Jia Xin YANG ; Yang XIANG
Chinese Journal of Obstetrics and Gynecology 2023;58(9):680-690
Objective: To evaluate the effect of postoperative radiotherapy and high-risk pathological factors on the prognosis of early-stage neuroendocrine carcinoma of cervix (NECC). Methods: A single-center retrospective cohort study of early-stage NECC in Peking Union Medical College Hospital from January 2011 to April 2022 were enrolled. The patients were treated with radical hysterectomy±adjuvant treatment. They were divided into postoperative non-radiation group and postoperative radiation group. The possible postoperative recurrence risk factors identified by univariate analysis were assessed using multivariate logistic regression. The Kaplan-Meier method was used to analyze the progression free survival (PFS), overall survival (OS), recurrence rate, and mortality rate. Results: (1) Sixty-two cases were included in the study, including 33 cases in postoperative non-radiation group and 29 cases in postoperative radiation group. (2) The median follow-up time was 37 months (ranged 12-116 months), with 23 cases (37%) experienced recurrences. There were 7 cases (11%) pelvic recurrences and 20 cases (32%) distant recurrences, in which including 4 cases (6%) both pelvic and distant recurrences. Compared with postoperative non-radiation group, the postoperative radiation group had a lower pelvic recurrence rate (18% vs 3%; P=0.074) but without statistic difference, a slightly elevated distant recurrence rate (24% vs 41%; P=0.150) and overall recurrence rate (33% vs 41%; P=0.513) without statistically significances. Univariate analysis showed that lymph-vascular space invasion and the depth of cervical stromal invasion≥1/2 were risk factors for postoperative recurrence (all P<0.05). Multivariate analysis showed lymph-vascular space invasion was an independent predictor for postoperative recurrence (OR=23.03, 95%CI: 3.55-149.39, P=0.001). (3) During the follow-up period, 18 cases (29%, 18/62) died with tumor, with 10 cases (30%, 10/33) in postoperative non-radiation group and 8 cases (28%, 8/29) in postoperative radiation group, without significant difference (P=0.814). The postoperative 3-year and 5-year survival rate was 79.2%, 60.8%. The depth of cervical stromal invasion≥1/2 was more common in postoperative radiation group (27% vs 64%; P=0.011), and postoperative radiation in such patients showed an extended trend in PFS (32.3 vs 53.9 months) and OS (39.4 vs 73.4 months) but without statistic differences (P=0.704, P=0.371). Compared with postoperative non-radiation group, the postoperative radiation did not improve PFS (54.5 vs 37.3 months; P=0.860) and OS (56.2 vs 62.4 months; P=0.550) in patients with lymph-vascular space invasion. Conclusions: Postoperative radiation in early-stage NECC patients has a trend to reduce pelvic recurrence but not appear to decrease distant recurrence and overall recurrence, and has not improved mortality. For patients with the depth of cervical stromal invasion≥1/2, postoperative radiation has a trend of prolonging OS and PFS but without statistic difference. Lymph-vascular space invasion is an independent predictor for postoperative recurrence, but postoperative radiation in such patients does not seem to have any survival benefits.
Female
;
Humans
;
Cervix Uteri/surgery*
;
Prognosis
;
Retrospective Studies
;
Uterine Cervical Neoplasms/surgery*
;
Carcinoma, Neuroendocrine/surgery*
;
Recurrence
8.Clinical features of post-neurosurgical bacterial meningitis in children.
Li Juan LUO ; Jing WANG ; Wen Juan CHEN ; Ya Juan ZHOU ; Yuan Jie ZHOU ; Yun Hai SONG ; Nan SHEN ; Qing CAO
Chinese Journal of Pediatrics 2023;61(8):690-694
Objective: To understand the characteristics of bacterial meningitis after pediatric neurosurgical procedures. Methods: This was a retrospective observational study. From January 2016 to December 2022, 64 children diagnosed with post-neurosurgical bacterial meningitis based on positive cerebrospinal fluid (CSF) culture in Department of Neurosurgery of Shanghai Children's Medical Center were selected as the study population. The clinical characteristics, onset time, routine biochemical indexes of cerebrospinal fluid before anti infection treatment, bacteriology characteristics and sensitivity to antibiotics of bacteria cultured from cerebrospinal fluid were analyzed. Based on the CSF culture results, the patients were divided into the Gram-positive bacteria infection group and the Gram-negative bacteria infection group. The clinical characteristics of the two groups were compared using t-tests or Wilcoxon rank-sum tests, and chi-square tests. Results: There were 64 children,42 boys and 22 girls, with onset age of 0.83 (0.50, 1.75) years. Seventy cases of post-neurosurgical bacterial meningitis occurred in the 64 children, of which 15 cases (21%) in spring, 23 cases (33%) in summer, 19 cases (27%) in autumn, and 13 cases (19%) in winter. The time of onset was 3.5 (1.0, 10.0) months after surgery; 15 cases (21%) occurred within the first month after the surgery, and 55 cases (79%) occurred after the first month. There were 38 cases (59%) showing obvious abnormal clinical manifestations, fever 36 cases (56%), vomiting 11 cases (17%). Forty-eight cases (69%) were caused by Gram-positive bacteria, with Staphylococcus epidermidis 24 cases; 22 cases (31%) were caused by Gram-negative bacteria, with Acinetobacter baumannii the prominent pathogen 7 cases. The Gram-positive bacterial infection was more common in summer than the Gram-negative bacterial infection (20 cases (42%) vs. 3 cases (14%), χ2=5.37, P=0.020), while the Gram-negative bacterial infection was more in autumn and within the first month after surgery than the Gram-positive bacterial infection (11 cases (50%) vs. 8 cases (17%), 15 cases (67%) vs. 5 cases (33%), χ2=8.48, 9.02; P=0.004, 0.003). Gram-positive bacteria resistant to vancomycin and Acinetobacter baumannii resistant to polymyxin were not found. However, Acinetobacter baumannii showed only 45% (10/22) susceptibility to carbapenem antibiotics. Conclusions: The clinical presentation of post-neurosurgical bacterial meningitis in children is atypical. Gram-positive bacteria are the main pathogens causing post-neurosurgical bacterial meningitis; Gram-negative bacterial meningitis are more likely to occur in autumn and within the first month after surgery. Acinetobacter baumannii has a high resistance rate to carbapenem antibiotics, which should be taken seriously.
Male
;
Female
;
Humans
;
Child
;
China/epidemiology*
;
Anti-Bacterial Agents/pharmacology*
;
Meningitis, Bacterial/diagnosis*
;
Gram-Negative Bacterial Infections/drug therapy*
;
Gram-Positive Bacteria
;
Gram-Positive Bacterial Infections/drug therapy*
;
Carbapenems
;
Retrospective Studies
;
Microbial Sensitivity Tests
;
Drug Resistance, Bacterial
9.Sex Estimation of Medial Aspect of the Ischiopubic Ramus in Adults Based on Deep Learning.
Yong-Gang MA ; Yong-Jie CAO ; Yi-Hua ZHAO ; Xin-Jun ZHOU ; Bin HUANG ; Gao-Chao ZHANG ; Ping HUANG ; Ya-Hui WANG ; Kai-Jun MA ; Feng CHEN ; Dong-Chuan ZHANG ; Ji ZHANG
Journal of Forensic Medicine 2023;39(2):129-136
OBJECTIVES:
To investigate the reliability and accuracy of deep learning technology in automatic sex estimation using the 3D reconstructed images of the computed tomography (CT) from the Chinese Han population.
METHODS:
The pelvic CT images of 700 individuals (350 males and 350 females) of the Chinese Han population aged 20 to 85 years were collected and reconstructed into 3D virtual skeletal models. The feature region images of the medial aspect of the ischiopubic ramus (MIPR) were intercepted. The Inception v4 was adopted as the image recognition model, and two methods of initial learning and transfer learning were used for training. Eighty percent of the individuals' images were randomly selected as the training and validation dataset, and the remaining were used as the test dataset. The left and right sides of the MIPR images were trained separately and combinedly. Subsequently, the models' performance was evaluated by overall accuracy, female accuracy, male accuracy, etc.
RESULTS:
When both sides of the MIPR images were trained separately with initial learning, the overall accuracy of the right model was 95.7%, the female accuracy and male accuracy were both 95.7%; the overall accuracy of the left model was 92.1%, the female accuracy was 88.6% and the male accuracy was 95.7%. When the left and right MIPR images were combined to train with initial learning, the overall accuracy of the model was 94.6%, the female accuracy was 92.1% and the male accuracy was 97.1%. When the left and right MIPR images were combined to train with transfer learning, the model achieved an overall accuracy of 95.7%, and the female and male accuracies were both 95.7%.
CONCLUSIONS
The use of deep learning model of Inception v4 and transfer learning algorithm to construct a sex estimation model for pelvic MIPR images of Chinese Han population has high accuracy and well generalizability in human remains, which can effectively estimate the sex in adults.
Adult
;
Female
;
Humans
;
Male
;
Deep Learning
;
Imaging, Three-Dimensional
;
Pelvis
;
Reproducibility of Results
;
Tomography, X-Ray Computed
;
Young Adult
;
Middle Aged
;
Aged
;
Aged, 80 and over
10.Analysis on the vaccination coverage of 13-valent pneumococcal conjugate vaccine in China from 2017 to 2021.
Ya Ni CHEN ; Ying Xue HU ; Lei CAO ; Hui ZHENG ; Zhi Jie AN
Chinese Journal of Preventive Medicine 2023;57(10):1536-1541
Objective: To explore the vaccination coverage of the 13-valent pneumococcal conjugate vaccine (PCV13) in China from 2017 to 2021. Methods: Using the reported number of PCV13 administrated doses from 2017 to 2021 and the population data from 31 provinces in China, which were collected by the Immunization Program Information System and summarized data at different levels (prefecture, provincial, and national). Collecting batch release data of PCV13 during the same period through the official website of the National Institutes for Food and Drug Control. The average coverage level of PCV13 was calculated by comparing the number of PCV13 vaccinations reported annually to the number of births in that year, and the spatial auto-correlation analysis was conducted in 2021 at the prefecture level. The coverage of PCV13 vaccination was estimated by the total vaccine doses administered each year divided by the number of newborn in the year, as of the administrated dose number per 100 people. Results: From March 2017 to December 2020, the total batch release of PCV13 was 20.06 million, with a total of 71.54, 384.75, 475.45, and 10.8886 million doses each year. During the same period, PCV13 reported doses were 20.2369 million and the vaccination doses from 2017 to 2021 were 4.08, 170.46, 407.52, 599.77, and 8.4185 million doses, respectively. From 2017 to 2021, the ratio of PCV13 doses administrated per 100 infants in each year was 0.25, 10.26, 23.81, 38.16, and 69.90 doses per 100 people, respectively. The range of the ratio in each province increased from 3.85 doses in 2017 to 264.41 doses per 100 people in 2021. The spatial auto-correlation analysis results showed that based on prefecture-level cities, there was spatial clustering in a certain area of PCV13 coverage from 2017 to 2021, and the spatial correlation in 2021 was the highest. The hotspot analysis showed that the hotspot areas with high coverage levels of PCV13 were concentrated in Jiangsu, Zhejiang, Shanghai, Fujian and their surrounding areas. The cold spots with low vaccine coverage were concentrated in Yunnan, Qinghai, Tibet, and their surrounding areas. Conclusion: The average coverage level of PCV13 is low in China with significant regional differences.
Infant
;
Infant, Newborn
;
Humans
;
Vaccination Coverage
;
Vaccines, Conjugate
;
China
;
Pneumococcal Vaccines
;
Vaccination
;
Tibet

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