1.Effectiveness research of opportunistic screening for osteoporosis based on chest CT and deep convolutional neural network
Jing PAN ; Pengcheng LIN ; Kun ZHANG ; Shenchu GONG ; Bosheng HE ; Ze WANG ; Yujuan ZHANG ; Rui CAO ; Lin WANG
Journal of Practical Radiology 2024;40(1):145-150
Objective To analyze the feasibility and efficacy of a deep convolutional neural network(DCNN)model based on chest CT images to evaluate bone mineral density(BMD).Methods A total of 1 048 health check subjects'2 096 central level images of lumbar 1 and 2 vertebral bodies were used for experiments and analysis in this retrospective study.According to the results of quanti-tative computed tomography(QCT)BMD measurement,the subjects were divided into three categories:normal,osteopenia,osteopo-rosis(OP).Herein,a DCNN segmentation model was constructed based on chest CT images[training set(n=1 096),tuning set(n=200),and test set(n=800)],the segmentation performance was evaluated using the Dice similarity coefficient(DSC)to com-pare the consistency with the manually sketched region of vertebral body.Then,the DCNN classification models 1(fusion feature construction of lumbar 1 and 2 vertebral bodies)and model 2(image feature construction of lumbar 1 alone)was developed based on the training set(n=530).Model performance was compared in a test set(n=418)by the receiver operating characteristic(ROC)curve analysis.Results When the number of images in the training set(n=300)was adopted,the DSC value was 0.950 in the test set.The results showed that the sensitivity,specificity and area under the curve(AUC)of model 1 and model 2 in diagno-sing osteopenia and OP were 0.716,0.960,0.952;0.941,0.948,0.980;0.638,0.954,0.940;0.843,0.959,0.978,respectively.The AUC value of normal model 1 was higher than that of model 2(0.990 vs 0.983,P=0.033),while there was no significant difference in AUC values between osteopenia and OP(P=0.210,0.546).Conclusion A DCNN may have the potential to evaluate bone mass based on chest CT images,which is expected to become an effective tool for OP screening.
2.Nucleophosmin acetylation and construction and expression of its modified sites mutants in breast cancer
Jing-Wei HAO ; Ting PAN ; Yue LI ; Wen-Bin ZHU ; Wen-Bo DUAN ; Li-Kun LIU ; Li-Ling YUE ; Yun-Long LIU ; Xiu-Li GAO
Acta Anatomica Sinica 2024;55(2):196-202
Objective To determine the acetylation level of nucleophosmin(NPM)in female breast cancer and to discuss its function through mutation of modified lysine sites.To construct positive and negative NPM mutants on its acetylated lysine sites and to express them in breast cancer cells.Methods Acetylation level and acetylated lysine sites of NPM in three breast cancer tissues and para-carcinoma tissues were detected by acetylome technology;NPM mutants were constructed by site-directed mutagenesis PCR,specific PCR products were digested by DpnI and transformed into Escherichia coli(E.coli)to obtain specific plasmids for mutants;The accuracy of mutants were verified by double restriction enzyme digestion and sequencing;The mutants were expressed in BT-549 cells by transient transfection and verified by RT-PCR method.Protein expression and acetylation level of NPM were validated by Western blotting;Function of NPM acetylation was analyzed by proteomic detection and bioinformatic analysis.Results The 27th and 32nd lysine of NPM were highly acetylated in breast cancer tissues,which were 2.76 and 2.22 times higher than those in adjacent normal tissues,respectively;The NPM mutants showed the same molecular weight as that of wild type NPM and contained expected mutation sites;Corresponding NPM mRNA levels of BT-549 cells transfected with NPM mutants were significantly increased.With the increase of wild type NPM expression level,NPM acetylation level increased,while decreased after 27th lysine underwent negative mutation.NPM acetylation can significantly change the expression levels of 101 proteins in BT-549 cells,which are enriched in regulation of cellular macromolecule biosynthesis,DNA-template transcription,RNA biosynthesis and RNA metabolism process.Conclusion NPM is highly acetylated in breast cancer and can play a key role in cellular macromolecule biosynthesis,DNA-templated transcription,RNA biosynthesis and RNA metabolism process.
3.Current status and prospects of exoskeletons applied in medical service support
Yao-Rui YU ; Xue-Jun HU ; Kun-Peng WU ; Jing-Guang PAN ; Huo-Liang CHEN ; Jie REN ; Wei JIANG
Chinese Medical Equipment Journal 2024;45(3):71-75
The current status of exoskeletons was introduced in enhancing individual soldier's battlefield rescue capabilities,promoting the integrated use of battlefield rescue equipment,protecting medical personnel on the battlefield and assisting injured soldiers in rehabilitation training.The challenges of exoskeletons faced in human-machine interaction,power supply endurance,heavy overall structure,restricted movement and high cost were analyzed when applied to medical service support,and some suggestions were proposed accordingly including enhancing technology research and development,integrated application,communication and cooperation and personnel training.References were provided for the application of exoskeletons in China's medical service support.[Chinese Medical Equipment Journal,2024,45(3):71-75]
4.Down-regulation of the Smad signaling by circZBTB46 via the Smad2-PDLIM5 axis to inhibit type I collagen expression.
Jing YU ; Wen-Zhao YAN ; Xin-Hua ZHANG ; Bin ZHENG ; Wen-Sen PAN ; Zhan YANG ; Hong ZHANG ; Zi-Yuan NIE ; Ying MA ; Yang BAI ; Long ZHANG ; Dan-Dan FENG ; Jin-Kun WEN
Journal of Geriatric Cardiology 2023;20(6):431-447
BACKGROUND:
Abnormal type I collagen (COL1) expression is associated with the development of many cardiovascular diseases. The TGF-beta/Smad signaling pathway and circRNAs have been shown to regulate COL1 gene expression, but the underlying molecular mechanisms are still not fully understood.
METHODS:
Gain- and loss-of-function experiments were prformed to study the effect of circZBTB46 on the expression of alpha 2 chain of type I collagen (COL1A2). Co-immunoprecipitation assay was performed to observe the interaction between two proteins. RNA immunoprecipitation assay and biotin pull-down assay were performed to observe the interaction of circZBTB46 with PDLIM5.
RESULTS:
In this study, we investigated the role of circZBTB46 in regulating COL1A2 expression in human vascular smooth muscle cells (VSMCs). We found that circZBTB46 is expressed in VSMCs and that TGF-beta inhibits circZBTB46 formation by downregulating KLF4 expression through activation of the Smad signaling pathway. CircZBTB46 inhibits the expression of COL1A2 induced by TGF-beta. Mechanistically, circZBTB46 mediates the interaction between Smad2 and PDLIM5, resulting in the inhibition of Smad signaling and the subsequent downregulation of COL1A2 expression. Furthermore, we found that the expression of TGF-beta and COL1A2 is decreased, while circZBTB46 expression is increased in human abdominal aortic aneurysm tissues, indicating that circZBTB46-mediated regulation of TGF-beta/Smad signaling and COL1A2 synthesis in VSMCs plays a crucial role in vascular homeostasis and aneurysm development.
CONCLUSIONS
CircZBTB46 was identified as a novel inhibitor of COL1 synthesis in VSMCs, highlighting the importance of circZBTB46 and PDLIM5 in regulating TGF-beta/Smad signaling and COL1A2 expression.
5.Effects of Bushen Yiqi Huoxue Decoction in Treatment of Patients with Diminished Ovarian Reserve: A Randomized Controlled Trial.
Jing ZHOU ; Xin-Yao PAN ; Jin LIN ; Qi ZHOU ; Li-Kun LAN ; Jun ZHU ; Ru DUAN ; Lan WANG ; Yan SUN ; Ling WANG
Chinese journal of integrative medicine 2022;28(3):195-201
OBJECTIVE:
To explore the therapeutic effect of Bushen Yiqi Huoxue Decoction BYHD) in patients with diminished ovarian reserve (DOR).
METHODS:
A total of 180 patients with DOR diagnosed from December 2013 to December 2014 were equally assigned into progynova and duphaston (E+D) group, Zuogui Pill group and BYHD group with 60 cases in each by computerized randomization. Patients received E+D, Zuogui Pill or BYHD for 12 months, respectively. Follicle stimulating hormone (FSH), luteinizing hormone (LH), estradiol (E2), anti-Müllerian hormone (AMH), antral follicle count (AFC), ovarian volume, endometrial thickness, and the resistance indices (RIs) of ovarian arteries and uterine arteries were observed before and after treatment.
RESULTS:
Nine women (4 from the E+D group, 3 from the Zuogui Pill group, and 2 from the BYHD group) withdrew from the study. After 6 months, Zuogui Pill and BYHD significantly decreased FSH and LH and increased endometrial thickness and AMH (all P<0.01). BYHD also resulted in E2 elevation (P<0.05), ovary enlargement (P<0.05), AFC increase (P<0.01), and RI of ovarian arteries decrease (P<0.05). After 12 months, further improvements were observed in the Zuogui Pill and BYHD groups (all P<0.01), but BYHD showed better outcomes, with lower FSH, larger ovaries and a thicker endometrium compared with the Zuogui Pill group (all P<0.01). However, E+D only significantly increased endometrial thickness (P<0.01) and no significant improvements were observed in the RI of uterine arteries in the three groups.
CONCLUSIONS
BYHD had a favorable therapeutic effect in patients with DOR by rebalancing hormone levels, promoting ovulation, and repairing the thin endometrium. The combination of tonifying Shen (Kidney), benefiting qi and activating blood circulation may be a promising therapeutic strategy for DOR.
Anti-Mullerian Hormone/pharmacology*
;
Drugs, Chinese Herbal
;
Female
;
Follicle Stimulating Hormone
;
Humans
;
Luteinizing Hormone
;
Ovarian Reserve
6.The surveillance analysis of the adverse events following immunization of the domestic 13-valent pneumococcal polysaccharide conjugate vaccine in Zhejiang Province.
Yu HU ; Zhen HUANG ; Ying WANG ; Hui LIANG ; Xue Jioa PAN ; Ya Ping CHEN ; Lin YUAN ; Shu Yuan YANG ; Jing Jing CHEN ; Yuan Yuan CHEN ; Xue Mei YAN ; Qian TAO ; Xi QIN ; Hua Kun LYU
Chinese Journal of Preventive Medicine 2022;56(11):1625-1629
To evaluate the safety of the domestic 13-valent pneumococcal polysaccharide conjugate vaccine-tetanus toxoid protein (PCV13-TT) after its licensure. The adverse event following immunization (AEFI) and the vaccination data of PCV13-TT in Zhejiang province from July 2020 to October 2021 were collected from national adverse event following immunization surveillance system and Zhejiang provincial immunization information system. Descriptive epidemiological method was used for this analysis. From July 2020 to October 2021, 302 317 doses of PCV13-TT were administered in children under 6 years old in Zhejiang Province and 636 AEFI case reports were received, with a reporting rate of 21.04 per 10 000 doses. Of these AEFI cases, 97.17% were mild vaccine product-related reaction (20.54 per 10 000 doses) and 95.44% occurred in the 0-1 d after vaccination (20.08 per 10 000 doses). The most common clinical diagnoses of AEFI included fever (224 cases), redness (204 cases), and induration (190 cases), while allergic rash (11 cases) was the most common diagnosis among the abnormal reactions. In conclusion,the present results bolstered that the domestic PCV13-TT was generally well tolerated in children under 6 years old in Zhejiang Province.
Child
;
Humans
;
Child, Preschool
;
Vaccines, Conjugate/adverse effects*
;
Pneumococcal Vaccines/adverse effects*
;
Vaccination
;
Immunization
;
Polysaccharides
7.Value of chromosomal microarray analysis for fetuses with duodenal obstruction.
Wenwen ZHANG ; Kun DU ; Fang FU ; Ru LI ; Yongling ZHANG ; Xiangyi JING ; Xin YANG ; Min PAN ; Li ZHEN ; Jin HAN ; Can LIAO
Chinese Journal of Medical Genetics 2021;38(3):210-213
OBJECTIVE:
To assess the value of chromosomal microarray analysis (CMA) for fetal duodenal obstruction (DO).
METHODS:
Fifty-one fetuses with DO identified by prenatal ultrasound were divided into DO only group and DO with other anomaly group. CMA was carried out on amniotic fluid or umbilical blood samples, and the outcome of pregnancy of all cases were followed up.
RESULTS:
Eight fetuses (15.7%) were found with genomic abnormalities, which included 3 chromosomal aneuploidies and 5 copy number variations (CNVs), including one 17q12 microduplication syndrome, one 13q21.33q31.1 microdeletion, one 13q21.32q22.3 deletion, one 13q21.2q31.1 deletion and one 1q43q44 duplication. EDNRB from 13q and HNF1B from 17q12 are candidate genes for fetal DO. No significant difference was found in the detection rate of pathogenic CNVs between the DO only and DO with other anomaly groups (9.5% vs.11.1%, P> 0.05). There were 39 live borns, 1 stillbirth, and 11 artificial abortions (8 with abnormal CMA results).
CONCLUSION
There is a correlation between fetal DO and abnormal copy number of the genome, for which prenatal diagnosis is necessary. CMA not only can detect microdeletions/microduplications, but also identify pathogenic genes, which can facilitate prenatal diagnosis, genetic counseling and prognosis for the fetus.
Chromosome Aberrations
;
DNA Copy Number Variations
;
Duodenal Obstruction/genetics*
;
Female
;
Fetus
;
Humans
;
Microarray Analysis
;
Pregnancy
;
Prenatal Diagnosis
8.Application of whole exome sequencing technology in fetuses with congenital structural abnormalities.
Lushan LI ; Fang FU ; Ru LI ; Qiuxia YU ; Dan WANG ; Tingying LEI ; Qiong DENG ; Wenwen ZHANG ; Kun DU ; Xin YANG ; Jin HAN ; Li ZHEN ; Min PAN ; Li'na ZHANG ; Fucheng LI ; Yongling ZHANG ; Xiangyi JING ; Dongzhi LI ; Can LIAO
Chinese Journal of Medical Genetics 2021;38(9):900-906
OBJECTIVE:
To investigate the application value of whole exome sequencing technology in fetuses with congenital structural abnormalities.
METHODS:
The chromosomal abnormalities of 1147 families were analyzed. According to the follow-up results, the data of fetuses with new phenotypes in late pregnancy or after birth were reanalyzed. Subgroups were divided according to the organs involved and whether single malformation or not. The gene regulatory network map was drawn by using string database and Cytoscape software. Fisher exact probability method was used to compare the difference of the diagnostic rate of pathogenic genes among the groups.
RESULTS:
A total of 160 fetal cases received positive molecular diagnosed, involving 178 variant sites of 125 pathogenic genes, including 8 cases (4.9%, 8/163) by data reanalysis, and the overall positive diagnosis rate was 13.9%. Diagnostic rate was highest in the group of skeletal malformation (31.5%, 39/124) and lowest in that with thoracic malformation (0, 0/32). The gene clusters of fetal edema and intrauterine growth restriction were independent, and were not associated with the major structural malformations. The probability of each parent carrying the same recessive gene variant was 0.03 (39/1146) and 0.08 (4/53) with positive family history.
CONCLUSION
For fetuses with congenital structural abnormalities that are negative for conventional genetic tests, 13.9% of phenotypic associated pathogenic/likely pathogenic genetic variants can be detected by whole exome sequencing technology. Its application value for prenatal diagnosis varies in fetus with different organs involved. Reanalysis of sequencing data for cases with new phenotypes in late pregnancy or after birth can further improve the molecular diagnosis rate. Further investigations are needed to explore the related genetic mechanisms.
Female
;
Fetal Diseases
;
Fetus/diagnostic imaging*
;
Humans
;
Pregnancy
;
Prenatal Diagnosis
;
Technology
;
Ultrasonography, Prenatal
;
Whole Exome Sequencing
9.Analysis of families with fetal congenital abnormalities but negative prenatal diagnosis by whole exome sequencing
Fang FU ; Lushan LI ; Kun DU ; Ru LI ; Qiuxia YU ; Dan WANG ; Tingying LEI ; Qiong DENG ; Zhiqiang NIE ; Wenwen ZHANG ; Xin YANG ; Jin HAN ; Li ZHEN ; Min PAN ; Lina ZHANG ; Fucheng LI ; Yongling ZHANG ; Xiangyi JING ; Dongzhi LI ; Can LIAO
Chinese Journal of Obstetrics and Gynecology 2021;56(7):458-466
Objective:To evaluate the value of whole exome sequencing (WES) in prenatal clinical application.Methods:A total of 1 152 cases of congenital abnormal [including structural malformation, nuchal translucency (NT) thickening and intrauterine growth restriction] with traditional prenatal diagnosis [including G-band karyotype analysis and chromosome microarray analysis (CMA)] negative were analyzed. The congenital abnormal fetuses were divided into retrospective group and prospective group according to the time of WES detection, that is whether the pregnancy termination or not. According to the specific location of fetal malformation and their family history, the cohort was divided into subgroups. The clinical prognosis of all fetuses were followed up, and the effect of WES test results on pregnancy decision-making and clinical intervention were analyzed. According to the follow-up results, the data of fetuses with new phenotypes in the third trimester or after birth were re-analyzed.Results:Among 1 152 families who received WES, 5 families were excluded because of nonbiological parents. Among the remaining 1 147 families, 152 fetuses obtained positive diagnosis (13.3%,152/1 147), including 74 fetuses in the retrospective group (16.1%,74/460) and 78 fetuses in the prospective group (11.4%,78/687). In fetuses with negative CMA and G-band karyotype analysis results but new phenotypes in the third trimester or after birth, the positive rate by WES data re-analysis was 4.9% (8/163). A total of 34 (21.3%, 34/160) fetuses were directly affected by the corresponding positive molecular diagnosis. Among 68 cases of live births with diagnostic variation grade 4, 29 cases (42.7%, 29/68) received appropriate medical intervention through rapid review of WES results.Conclusions:WES could increase the detection rate of abnormal fetuses with negative G-banding karyotype analysis and CMA by 13.3%. Prenatal WES could guide pregnancy decision-making and early clinical intervention. It might be an effective strategy to pay attention to the special follow-up of the third trimester and postnatal fetus and to re-analyze the WES data.
10.Feasibility, efficacy and safety of transbrachial access for interventional therapy on paravalvular leak post surgical valve replacement.
Hui ZHANG ; Hai Bo HU ; Jian Hua LYU ; Rui Gang XIE ; Kun Jing PANG ; Yao LIU ; Liang XU ; Xiang Bin PAN
Chinese Journal of Cardiology 2021;49(5):467-473
Objective: To investigate the feasibility, efficacy and safety of transbrachial access for interventional therapy on prosthetic paravalvular leak (PVL) post surgical valve replacement. Methods: This is a retrospective study. Patients with PVL after surgical valve replacement who underwent interventional therapy via the brachial artery approach in Structural heart disease center of Fuwai hospital between August 2017 and October 2019, were included. All patients underwent puncture of the brachial artery under local anesthesia, angiography and transcatheter closure procedure were performed. The procedure was performed under transthoracic echocardiography (TTE) guidance. Baseline data, operation data and pre-and post-operative TTE examination results were collected and analyzed. Postoperative complications were recorded and operational adverse events were obtained during follow up in the outpatient department after discharge. The operation success rate was calculated, which was defined as the degree of perivalvular regurgitation decrease by 1 grade and above according to TTE without interfering the valve movement and coronary artery blood flow within 30 days after occluder placement. Results: A total of 10 patients were enrolled in this study, the mean age was (57.5±14.6) years, and 6 patients were males. There were 7 cases with aortic PVL, and 3 cases with mitral PVL. Except for one patient who was converted to the femoral vein-transseptal approach, the other 9 patients were successfully implanted with the devices via the brachial artery approach. The operation time was (103.3±34.0) minutes, and there was no need for rigorous bed rest after the operation. The median hospital stay was 7.5 (3.0, 9.8) days. The operation success rate was 9/10 via the brachial artery approach. The differences in the degree of perivalvular regurgitation, New York Heart Association (NYHA) classification, left ventricular end diastolic diameter and left atrial diameter before and after operation were statistically significant (all P<0.05). One case developed new hemolysis with renal insufficiency on the second day after procedure and discharged after successful dialysis. Another case experienced complication of brachial artery pseudoaneurysm after procedure and discharged after successful treatment with thrombin injection. The mean follow-up time was (14.3±7.9) months. During the follow-up, NYHA classification remained as Ⅰ/Ⅱ in 9 patients, no operational adverse events were observed. Conclusions: Transbrachial access for interventional therapy on PVL post surgical valve replacement is a feasible, effective, and safe procedure. It has the advantages of simplifying the operation process and reducing postoperative bed rest time.
Adult
;
Aged
;
Aortic Valve/surgery*
;
Cardiac Catheterization
;
Feasibility Studies
;
Female
;
Heart Valve Prosthesis
;
Heart Valve Prosthesis Implantation/adverse effects*
;
Humans
;
Male
;
Middle Aged
;
Retrospective Studies
;
Surgical Instruments
;
Treatment Outcome

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