1.Feature pyramid network for automatic segmentation and semantic feature classification of spontaneous intracerebral hemorrhage hematoma on non-contrast CT images
Changfeng FENG ; Qun LAO ; Zhongxiang DING ; Luoyu WANG ; Tianyu WANG ; Yuzhen XI ; Jing HAN ; Linyang HE ; Qijun SHEN
Chinese Journal of Medical Imaging Technology 2024;40(10):1487-1492
Objective To observe the value of feature pyramid network(FPN)for automatic segmentation and semantic feature classification of spontaneous intracerebral hemorrhage(sICH)hematoma showed on non-contrast CT.Methods Non-contrast CT images of 408 sICH patients in hospital A(training set)and 103 sICH patients in hospital B(validation set)were retrospectively analyzed.Deep learning(DL)segmentation model was constructed based on FPN to segment the hematoma region,and its efficacy was assessed using intersection over union(IoU),Dice similarity coefficient(DSC)and accuracy.Then DL classification model was established to identify the semantic features of sICH hematoma.Receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of DL classification model for recognizing semantic features of sICH hematoma.Results The IoU,DSC and accuracy of DL segmentation model for 95%sICH hematoma in training set was 0.84±0.07,0.91±0.04 and(88.78±8.04)%,respectively,which was 0.83±0.07,0.91±0.05 and(88.59±7.76)%in validation set,respectively.The AUC of DL classification model for recognizing irregular shape,uneven density,satellite sign,mixed sign and vortex sign of sICH hematoma were 0.946-0.993 and 0.714-0.833 in training set and validation set,respectively.Conclusions FPN could accurately,effectively and automatically segment hematoma of sICH,hence having high efficacy for identifying semantic features of sICH hematoma.
2.Study on quality improvement in organisational structure and management model of integrated community child health services
Yaoyuan ZHANG ; Yili DAI ; Tianyu WANG ; Zhenyuan SHEN ; Hongmei HUAN ; Fulai SHEN ; Yu FENG ; Jiaoyu LIU
Chinese Journal of General Practitioners 2024;23(12):1270-1275
Objective:To explore the quality improvement in the organization structure and management model of the integrated community child health services.Methods:This was a qualitative study, including two parts: cause analysis and service improvement suggestions. In the analysis part the data mining was conducted to identify valuable patterns and relationships in the comprehensive child health services. Semi-structured interviews were conducted with 12 relevant department heads and health workers of the comprehensive child health service team at Gumei Community Health Service Center in December 2023, and the causes of the key problems were explored. In the service improvement part, focus group discussions were held to propose suggestions, then improvement measures were formulated to address the identified problems.Results:Through data mining and semi-structured interviews, the key problems were identified: information isolation among multiple departments and lack of coordination mechanism in the comprehensive child health service team. A team organizational structure based on the "three definite" principle was established. The organizational structure should include the pediatric family doctor team, general practitioner management team and departments of pediatrics, maternal and child health care, immunization and child rehabilitation; the management model should include a cross-department resource and information sharing mechanism, the pediatric family doctor model, optimization and integration of physical space, and enhancement of publicity activities for the comprehensive child health services.Conclusion:Based on the analysis in Gumei health service center, this study identified key problems in community integrated child health services, and proposes the quality improvement measure in the organizational structure and management model of the service team.
3.Clinical and pathological features of 15 patients with choroidal melanoma
Yan HOU ; Laiqing XIE ; Shanshan SHEN ; Tianyu YANG ; Xiaoli LOU ; Xing CHEN
Chinese Journal of Ocular Fundus Diseases 2023;39(10):817-822
Objective:To observe the clinical and pathological features of choroidal malignant melanoma (CM).Methods:A retrospective case study. From 2011 to 2021, paraffin specimens from 15 eyes of 15 CM patients diagnosed by pathological examination in the Department of Pathology, the Second Affiliated Hospital of Soochow University were included in the study. The age, gender, clinical manifestations, treatment plan and pathological examination results of patients were collected retrospectively through the hospital information system. The clinical characteristics, immunohistochemical staining and molecular pathological characteristics were analyzed.Results:Among the 15 cases, 8 males and 7 females. The average age was 61. All patients were monocular paroxysm. There were 8 cases of decreased vision, blurred vision and dark shadow in front of the eyes; 1 case had red eye, lacrimation and purulent secretion; 2 cases had visual loss and no light perception; 4 cases had retinal detachment. The average diameter of the tumors was 1.4 cm. The general appearance of the tumor was hemispherical, "mushroom-shaped" or flat diffuse. Most of the tumor cells were arranged in solid, flaky and cross clusters, and some of them were arranged in false "chrysanthemum form" around the blood vessels with necrosis. In 15 eyes, spindle-cell type, epithelioid type and mixed cell type were 6, 2 and 7 eyes, respectively. The cytoplasm was partly double stained or eosinophilic, partly clear, and partly rich in pigment. The cells had poor adhesion, marked atypia, rough chromatin, frequent mitotic figures, and prominent nucleoli. Immunohistochemical staining was positive for HMB45, SOX10, S100 and Melan-A in 15 patients, but negative for epithelial markers AE1/3, lymphatic markers LCA, neuroendocrine markers CgA and Syn. Genetic testing results showed that none of the patients found C-KIT, BRAF, NRAS gene mutations. Fifteen patients were followed up for 8-96 months, of which 12 survived and 3 died after recurrence and/or metastasis.Conclusion:CM has no specific clinical clinical manifestations, and he diagnosis depends on histological morphology and immunohistochemical staining.
4.Investigation on the Mechanism of Antidepressant Effect of Cinnamomi Cortex Based on Network Pharmacology and Experimental Verification
MA Tianyu ; PING Yang ; SHEN Mengting ; LI Kai ; WANG Lihong ; SU Jin
Chinese Journal of Modern Applied Pharmacy 2023;40(13):1775-1784
OBJECTIVE To explore the mechanism of Cinnamomi Cortex in the treatment of depression based on the network pharmacology method, and to verify the experimental results according to the results. METHODS The potential active components of Cinnamomi Cortex were screened by using the Chinese Medicine System Pharmacology Database Analysis Platform(TCMSP) and literatures related to the active components of Cinnamomi Cortex. The target of action of the active ingredients obtained by screening was predicted; the disease targets of depression were obtained from the DisGeNet database; the STRING database protein-protein interaction was used to construct PPI network; Gene Ontology(GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway enrichment analysis for key targets through DAVID database. Based on the results of network pharmacology, the solid self-microemulsion of Cinnamomi Cortex oil was used as a reagent to establish a chronic unpredictable mild stress(CUMS) depression mice model, and the experimental verification was carried out by measuring the expression levels of neurotransmitters and inflammatory factors in mice. RESULTS A total of 22 active ingredients and 186 potential targets were obtained through screening. A total of 275 GO items were obtained by GO enrichment analysis, including 222 for biological processes, 18 for cellular composition, and 35 for molecular functions. A total of 96 signaling pathways were obtained from KEGG enrichment. The results of network pharmacology indicated that the antidepressant mechanism of Cinnamomi Cortex was related to neurotransmitter components and inflammatory response. The results of animal experiments indicated that Cinnamomi Cortex oil solid self-microemulsion could improve hippocampal damage caused by CUMS, and make neurons in the hippocampus neatly arranged and cell structure intact. At the same time, it could effectively increase the expression levels of 5-hydroxytryptamine(5-HT), NE and DA in the brain of CUMS mice(P<0.05), and reduce the expression levels of serum IL-6, IL-1β and TNF-α(P<0.05). The results of animal experiments were consistent with the results of network pharmacology. CONCLUSION The antidepressant activity of Cinnamomi Cortex has the characteristics of multi-component, multi-target and multi-pathway. Regulating the expression levels of neurotransmitters and inflammatory factors is an important way of its action, which provides a basis for the in-depth study of the antidepressant mechanism of Cinnamomi Cortex.
5.LIN28 coordinately promotes nucleolar/ribosomal functions and represses the 2C-like transcriptional program in pluripotent stem cells.
Zhen SUN ; Hua YU ; Jing ZHAO ; Tianyu TAN ; Hongru PAN ; Yuqing ZHU ; Lang CHEN ; Cheng ZHANG ; Li ZHANG ; Anhua LEI ; Yuyan XU ; Xianju BI ; Xin HUANG ; Bo GAO ; Longfei WANG ; Cristina CORREIA ; Ming CHEN ; Qiming SUN ; Yu FENG ; Li SHEN ; Hao WU ; Jianlong WANG ; Xiaohua SHEN ; George Q DALEY ; Hu LI ; Jin ZHANG
Protein & Cell 2022;13(7):490-512
LIN28 is an RNA binding protein with important roles in early embryo development, stem cell differentiation/reprogramming, tumorigenesis and metabolism. Previous studies have focused mainly on its role in the cytosol where it interacts with Let-7 microRNA precursors or mRNAs, and few have addressed LIN28's role within the nucleus. Here, we show that LIN28 displays dynamic temporal and spatial expression during murine embryo development. Maternal LIN28 expression drops upon exit from the 2-cell stage, and zygotic LIN28 protein is induced at the forming nucleolus during 4-cell to blastocyst stage development, to become dominantly expressed in the cytosol after implantation. In cultured pluripotent stem cells (PSCs), loss of LIN28 led to nucleolar stress and activation of a 2-cell/4-cell-like transcriptional program characterized by the expression of endogenous retrovirus genes. Mechanistically, LIN28 binds to small nucleolar RNAs and rRNA to maintain nucleolar integrity, and its loss leads to nucleolar phase separation defects, ribosomal stress and activation of P53 which in turn binds to and activates 2C transcription factor Dux. LIN28 also resides in a complex containing the nucleolar factor Nucleolin (NCL) and the transcriptional repressor TRIM28, and LIN28 loss leads to reduced occupancy of the NCL/TRIM28 complex on the Dux and rDNA loci, and thus de-repressed Dux and reduced rRNA expression. Lin28 knockout cells with nucleolar stress are more likely to assume a slowly cycling, translationally inert and anabolically inactive state, which is a part of previously unappreciated 2C-like transcriptional program. These findings elucidate novel roles for nucleolar LIN28 in PSCs, and a new mechanism linking 2C program and nucleolar functions in PSCs and early embryo development.
Animals
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Cell Differentiation
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Embryo, Mammalian/metabolism*
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Embryonic Development
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Mice
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Pluripotent Stem Cells/metabolism*
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RNA, Messenger/genetics*
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RNA, Ribosomal
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RNA-Binding Proteins/metabolism*
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Transcription Factors/metabolism*
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Zygote/metabolism*
6.Research progress in mechanism of tendon stem/progenitor cells and cytokines accelerating tendon healing
Haibo ZHAO ; Tianrui WANG ; Tianyu LI ; Youliang SHEN ; Tengbo YU ; Yingze ZHANG
Chinese Journal of Trauma 2021;37(3):284-288
Tendon injuries often need surgical treatment, which enables to repair the structure and stability of the tendons to a certain extent, whereas it is difficult to restore to their normal strength. The primary reason is that the natural healing ability of tendons is limited and the functions of the repaired tendons cannot be restored completely. As further researches on tendon healing are conducted, biological technology provides a novel orientation for tendon repair. One of the research hotspots of tendon repair currently is to facilitate tendon healing using biological auxiliaries, including tendon stem /progenitor cells(TSPCs) and growth factors. The authors review the research progress in mechanism of TSPCs and growth factors accelerating tendon healing in order to provide a reference for the biological treatment of tendon injuries.
7.ERα promotes transcription of tumor suppressor gene
Bingjie WANG ; Yinghui SHEN ; Tianyu LIU ; Li TAN
Journal of Zhejiang University. Science. B 2021;22(12):1034-1044
Apolipoprotein A-I (ApoA-I), the main protein component of high-density lipoprotein (HDL), plays a pivotal role in reverse cholesterol transport (RCT). Previous studies indicated a reduction of serum ApoA-I levels in various types of cancer, suggesting ApoA-I as a potential cancer biomarker. Herein, ectopically overexpressed ApoA-I in MDA-MB-231 breast cancer cells was observed to have antitumor effects, inhibiting cell proliferation and migration. Subsequent studies on the mechanism of expression regulation revealed that estradiol (E2)/estrogen receptor α (ERα) signaling activates
8.Analysis of risk factors for clinical cure and biochemical recurrence in patients after radical prostatectomy
Yu FAN ; Yelin MULATI ; Lei LIANG ; Qinhan LI ; Zhenan ZHANG ; Binglei MA ; Quan ZHANG ; Zhicun LI ; Tianyu WU ; Yixiao LIU ; Cheng SHEN ; Qian ZHANG ; Wei YU ; Kai ZHANG ; Zhisong HE ; Liqun ZHOU
Chinese Journal of Urology 2021;42(9):644-649
Objective:To evaluate the risk factors of clinical cure and biochemical recurrence (BCR) after radical prostatectomy (RP).Methods:The clinical data of 896 patients who underwent RP at Peking University First Hospital from April 2001 to December 2020 were retrospectively analyzed. Average age was (65.90±6.3) years, median preoperative prostate specific antigen (PSA) was 10.75 (0.36-264.20) ng/ml, median prostate volume was 40.0 (12.0-220.9) ml, median PSA density (PSAD) was 0.27 (0.02-3.42) ng/(ml·g). Clinical staging: 432 cases in T 1c stage, 333 cases in T 2a/bstage, 76 cases in T 2c stage, and 55 cases in ≥T 3 stage. Preoperative Gleason score of biopsy: 193 cases in 3+ 3, 315 cases in 3+ 4, 162 cases in 4+ 3, 226 cases in ≥8. The RP surgery was operated by open or laparoscopic or robot-assisted approach. Clinical cure and BCR were used as the end points for analysis. Clinical cure was defined as a decrease in serum PSA level below 0.03 ng/ml 6 weeks after surgery. BCR was defined as the 2 consecutive serum PSA >0.2ng/ml during the follow-up after RP. Multivariate logistic regression was used to analyze the independent risk factors of clinical cure. The Kaplan-Meier method was used to draw the biochemical recurrence-free survival curve, the log-rank method was used for univariate analysis of BCR, and the Cox regression analysis was used for multivariate analysis. Results:All 896 patients were followed-up for 58 (5-241) months, 678 cases (75.7%) achieved clinical cure. Based on univariate analysis and multivariate analysis, among the preoperative indicators, whether the proportion of positive biopsy needles ≥33% ( P=0.007) and preoperative Gleason score of biopsy ( P=0.041) were independent risk factors of clinical cure. A total of 890 cases were included in the analysis of risk factors of BCR, of whom 172 cases (19.3%) had BCR. The 1-, 5-, and 10-year biochemical recurrence-free survival(BFS)rates were 98.1%, 83.1% and 68.4% respectively. The median BFS has not been reached, and the average BFS was 181 months (95% CI 172-189). The results of univariate and multivariate analysis showed that whether achieved clinical cure ( P=0.001) and postoperative pathological staging ( P<0.001) were independent risk factors of BCR. Conclusions:Whether the proportion of positive biopsy needles≥33% and preoperative Gleason score of biopsy were independent risk factors of clinical cure. Postoperative pathological staging and whether achieved clinical cure may be independent risk factors of BCR.
9.Sevoflurane inhibits proliferation and invasion of colon cancer SW480 cells and standard regimen for advanced colorectal cancer
DONG Dejia ; WU Wei ; DOU Fafu ; HUANG Rui ; QIAO Tianyu ; SHEN Zhen ; ZHOU Yadong
Chinese Journal of Cancer Biotherapy 2020;27(7):742-748
[Abstract] Objective: To investigate the effect and mechanism of sevoflurane on the proliferation and invasion of colon cancer SW480 cells and the growth of transplanted tumor in nude mice by regulating the phosphorylation of PI3K. Methods: Colon cancer SW480 cells were treated with sevoflurane and randomly divided into control group, 0.5% sevoflurane group, 1.0% sevoflurane group and 2.0% sevoflurane group for subsequent experiments. The proliferation ability of SW480 cells was detected by Clone formation assay, mRNA expression levels of MDM2 and survivin in cells were detected by RT-PCR, invasion ability of cells was detected by
Transwell assay, and protein expression levels of MDM2, survivin, VEGF, PI3K, p-PI3K, AKT and p-AKT were detected by Western blotting. PI3K activator 740Y-P was added for verification. SW480 cell transplanted tumor model was constructed on nude mice, and the tumor mass was weighed. The positive expression rates of MDM2 and VEGF in the transplanted tumor tissues were detected by
Immunohistochemistry. Results: As compared with the control group and the low-dose group, the clone formation rate of SW480 cells and the number of invaded cells in the 1.0% and 2.0% sevoflurane groups were significantly decreased (all P<0.01), the mRNA and protein levels of MDM2 in the cells were significantly increased (all P<0.01), while the mRNA and protein levels of survivin were significantly decreased (all P<0.01); and the protein levels of VEGF, p-PI3K/PI3K and p-AKT/AKT were significantly decreased (all P<0.01). 740Y-P could reverse the effect of sevoflurane on the proliferation, invasion and expression of proteins associated with the PI3K/AKT signaling pathway in SW480 cells. The mass of transplanted tumor in 2.0% sevoflurane group was significantly decreased (P<0.01), and the positive MDM2 expression rate in tumor tissues was significantly increased (P<0.01), while the positive VEGF expression rate was significantly decreased (P<0.01). Conclusion: Sevoflurane inhibits the proliferation and invasion of colon cancer SW480 cells and the growth of xenografts in nude mice possibly by inhibiting PI3K phosphorylation.
10.Paleo-polyploidization in Lycophytes.
Jinpeng WANG ; Jigao YU ; Pengchuan SUN ; Chao LI ; Xiaoming SONG ; Tianyu LEI ; Yuxian LI ; Jiaqing YUAN ; Sangrong SUN ; Hongling DING ; Xueqian DUAN ; Shaoqi SHEN ; Yanshuang SHEN ; Jing LI ; Fanbo MENG ; Yangqin XIE ; Jianyu WANG ; Yue HOU ; Jin ZHANG ; Xianchun ZHANG ; Xiu-Qing LI ; Andrew H PATERSON ; Xiyin WANG
Genomics, Proteomics & Bioinformatics 2020;18(3):333-340
Lycophytes and seed plants constitute the typical vascular plants. Lycophytes have been thought to have no paleo-polyploidization although the event is known to be critical for the fast expansion of seed plants. Here, genomic analyses including the homologous gene dot plot analysis detected multiple paleo-polyploidization events, with one occurring approximately 13-15 million years ago (MYA) and another about 125-142 MYA, during the evolution of the genome of Selaginella moellendorffii, a model lycophyte. In addition, comparative analysis of reconstructed ancestral genomes of lycophytes and angiosperms suggested that lycophytes were affected by more paleo-polyploidization events than seed plants. Results from the present genomic analyses indicate that paleo-polyploidization has contributed to the successful establishment of both lineages-lycophytes and seed plants-of vascular plants.
Evolution, Molecular
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Genome, Plant
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Genomics
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Phylogeny
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Polyploidy
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Selaginellaceae/genetics*


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