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ObjectiveTo investigate the expression level of Golgi transport 1A （GOLT1A） in thyroid carcinoma and its effects on the proliferation， migration， invasion， and epithelial-mesenchymal transition （EMT） of thyroid carcinoma cells. MethodsThe expression of GOLT1A in thyroid carcinoma was analyzed online by tumor immune estimation resource （TIMER）， the University of Alabama at Birmingham cancer data analysis portal （UALCAN）， gene expression profiling interactive analysis 2 （GEPIA2）. The expression level of GOLT1A in thyroid carcinoma cells was detected by real-time fluorescence quantitative polymerase chain reaction （RTFQ-PCR） and western blot. Cell counting kit-8 （CCK-8） assay， colony formation assay， and transwell assay were used to detect the effects of GOLT1A expression on the proliferation， migration， and invasion of thyroid carcinoma cells. Western blot assay was used to detect the effect of GOLT1A on the expression of EMT-related genes including E-cadherin， vimentin， and N-cadherin. ResultsThe online analysis of GEPIA2， TIMER， and UALCAN showed that the expression of GOLT1A was higher in thyroid carcinoma than in normal tissues， and the expression of GOLT1A in thyroid carcinoma cells was significantly higher than in normal control cells. Knockdown of GOLT1A inhibited TPC1 cell proliferation， migration， and invasion. The expression of E-cadherin increased and the expressions of N-cadherin and vimentin decreased in GOLT1A knockdown TPC1 cells. Overexpression of GOLT1A promoted BCPAP cell proliferation， migration， and invasion. The expression of E-cadherin decreased and the expressions of N-cadherin and vimentin increased in GOLT1A overexpression BCPAP cells. ConclusionGOLT1A is highly expressed in thyroid carcinoma and can promote the proliferation， migration， and invasion of thyroid carcinoma cells.
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Aim To investigate the role and potential mechanism of methyltransferase-like 5 (METTL5) in triple-negative breast cancer (TNBC) . Methods The expression of METTL5 in TNBC tumor tissues and cell lines was detected by immunohistochemistry and Western blot. After shRNA targeting METTL5 (shRNAMETTL5) was transfected into TNBC cells, cell proliferation, migration and invasion were detected by CCK-8, colony formation, wound healing and Transwell assays, respectively. Western blot was used to detect the expression of Wnt/p-catenin signaling-related key proteins. A xenograft tumor model was constructed to verify the effect of METTL5 knockdown on the growth of TNBC cells and Wnt/p-catenin signaling activity in vivo. Results The expression of METTL5 was up-regulated in TNBC tumor tissues and cell lines (P < 0. 01) . Knockdown of METTL5 significantly inhibited the proliferation, migration and invasion of TNBC cells and reduced the expression of Wnt/p-catenin signaling molecules (3-catenin, cyclin Dl, matrix metalloproteinase (MMP) -2 and MMP-7 (all P < 0. 01) . Knockdown of METTL5 reduced tumor growth and Wnt/pcatenin signaling activity in vivo. Conclusions Knockdown of METTL5 can inhibit the proliferation, migration and invasion of TNBC cells, which may be related to the inhibition of Wnt/p-catenin signaling pathway.
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OBJECTIVE To investigate the effects of polydatin （PD） on cell proliferation， migration， invasion and tumor growth of acute myeloid leukemia （AML）. METHODS Human AML cell KG-1 were divided into normal group， PD low-， medium- and high-concentration groups （10， 30， 60 μmol/L PD）， SQ22536 group [cyclic adenosine monophosphate （cAMP） inhibitor， 100 μmol/L]， high concentration of PD+SQ22536 group （60 μmol/L PD+100 μmol/L SQ22536）. The effects of PD on cell activity， apoptotic rate， invasion and migration ability， cAMP level， the expression of epithelial-mesenchymal transition （EMT） related proteins and protein kinase A （PKA） were investigated. Using BALB/c nude mice as subjects， a transplanted tumor model of AML nude mice was induced by subcutaneous inoculation of KG-1 cell suspension and then divided into control group， PD group， SQ22536 group and PD+SQ22536 group （with 6 mice in each group）. The effects of PD on tumor volume and mass were measured. RESULTS Compared with the normal group or control group， the cell viabilities， the number of migrating cells， the number of invasive cells， the relative expressions of vimentin and Snail as well as the tumor volume and mass were decreased significantly in PD groups， while the apoptotic rates， cAMP levels， the relative expressions of E-cadherin and PKA were significantly increased， with a dose-dependent manner （P＜0.05）. SQ22536 had opposite effects on cells and nude mice compared to PD， and could significantly reverse the anti-tumor activity of PD （P＜0.05）. CONCLUSIONS PD may inhibit the proliferation， migration， invasion and EMT process of KG-1 cells， induce apoptosis， and inhibit tumor growth， by activating the cAMP/PKA signaling pathway， thereby exerting anti-AML effects.
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OBJECTIVE To investigate the effect and mechanism of picroside Ⅱ on the malignant progression of non-small cell lung cancer （NSCLC）. METHODS A549 cells were divided into the control group， picroside Ⅱ low-， medium- and high- concentration groups， K6PC-5 [sphingosine kinase 1 （SPHK1） activator] group， and picroside Ⅱ high-dose+K6PC-5 group. Cell proliferation， migration and invasion were detected. Besides， the expression of proliferating cell nuclear antigen （PCNA）， matrix metalloproteinase-2 （MMP-2）， MMP-9， SPHK1， sphingosine-1-phosphate receptor 3 （S1PR3） and extracellular signal-regulated kinase 1/2 （ERK1/2） protein in the cells were also observed. BALB/c nude mice were subcutaneously inoculated with A549 cell suspension to establish NSCLC xenograft models. Then they were assigned to the nude mouse-control group， nude mouse-picroside Ⅱ low-， medium- and high-dose groups， nude mouse-K6PC-5 group， and nude mouse-picroside Ⅱ high-dose+K6PC-5 group （with 5 mice in each group） to investigate the effect of picroside Ⅱ on their tumor mass and volume. RESULTS Compared with the control group， the OD450 values， EdU-positive cell rates， scratch healing rates， cell invasion number， and the relative expression levels of PCNA， MMP-2， MMP-9， SPHK1， S1PR3 and ERK1/2 protein in the low-， medium- and high-concentration groups of picroside Ⅱ were significantly decreased. Compared with the nude mouse-control group， the tumor mass and volume in the nude mouse-low-， medium- and high-dose groups of picroside Ⅱ were significantly decreased or shrunk. The changes of above indicators were concentration/dose-dependent （P＜0.05）. The changing trend of the corresponding indicators in the K6PC-5 ZYTS181） group and the nude mouse-K6PC-5 group was opposite （P＜0.05）. Compared with the picroside Ⅱ high-concentration group or the nude mice-picroside Ⅱ high-dose group， the above quantitative indicators in the picroside Ⅱ high- concentration+K6PC-5 group cells and the nude mouse-picroside Ⅱ high-dose+K6PC-5 group nude mice were significantly increased or enlarged （P＜0.05）. CONCLUSIONS Picroside Ⅱ may inhibit the malignant progression of NSCLC by inhibiting SPHK1/sphingosine-1-phosphate/S1PR3 signaling pathway.
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ABSTRACT Objective: circCPA4 has been defined to be an oncogenic gene. This study examined whether circCPA4 regulates Prostate Cancer (PC) development and revealed its molecular mechanism. Methods: PC tissues and PC cell lines were collected, in which circCPA4/miR-491-5p/SHOC2 levels were evaluated by RT-qPCR and immunoblot. Colony formation assay and EdU assay assessed cell proliferation, flow cytometry measured apoptosis, and Transwell assessed invasion and migration. Ki-67, cleaved caspase-3, E-cadherin, and N-cadherin were evaluated by immunoblot. Based on the luciferase reporter assay and RIP assay the authors investigated the targeting relationship between circCPA4/miR-491-5p/SHOC2. The effect of circCPA4 on tumor growth was evaluated by xenotransplantation in nude mice. Results: circCPA4 and SHOC2 levels were abundant while miR-491-5p expression was low in PC. Loss of circCPA4 decreased the proliferation and EdU-positive rate of PC cells, enhanced apoptosis, and inhibited invasion, migration, and EMT. Upregulation of circCPA4 forced the malignant behaviors of PC cells, and this promotion could be abolished when miR-491-5p was overexpressed or SHOC2 was silenced. CircCAP4 competitively decoyed miR-491-5p mediating SHOC2 expression. circCAP4 suppression inhibited PC tumor growth. Conclusion: circCAP4 acts as a novel oncogenic factor in PC, accelerating the malignant behavior of PC cells via miR-491-5p/SHOC2 interaction. This novel ceRNA axis may be a potential target for PC drug development and targeted therapy in the future.
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Background: Tumor size is an independent predictor of lymph node metastasis and survival in the endometrioid type endometrial adenocarcinoma (EC). However, some of the ECs tend to grow towards the cavity in the polypoid pattern, which can reach very large sizes. In this study, we aimed to analyze the association of growing in the polypoid pattern of the tumor with the proportion of lymph node metastasis and extrauterine tumor spread. Methods: Four hundred seven patients were analyzed retrospectively. The effect of tumor size, tumor growing pattern, myometrial invasion, grade, and lymphovascular space invasion on the lymph node metastasis and extrauterine tumor spread were investigated. Statistical analysis consisted of unpaired t?tests for parametric data and Mann Whitney?U test for non?parametric data, whereas the Chi?square test for categorical variables. Logistic Regression, Cox Regression and multivariate analysis were used to estimate the risk predictors. Results: No association was found between the growing in polypoid pattern and lymph node metastasis (P > 0.05). In the analysis of endometrioid type EC patients who had myometrial invasion less than � as a subgroup, no association was found between the growing pattern and lymph node metastasis and extrauterine disease. Tumor size was found to be a statistically significant predictor of lymph node metastasis and extrauterine disease (P < 0.05). Conclusions: Lymphovascular space invasion, grade, and myometrial invasion are associated with a higher proportion of lymph node metastasis. The polypoid growth pattern of the tumor does not correlate with any histopathological parameters
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Abstract Objective This study aimed to investigate the molecular mechanism of miR-150-5p regulating the malignant biological behavior of Human Epidermoid cancer cell (HEp-2) by targeting peptidyl-prolyl cis/trans isomerase NIMA-Interacting-1 (PIN1). Methods Firstly, qRT-PCR and Western blot were adopted to detect the expression levels of miR-150-5p and PIN1 in cancer tissue and paracancerous tissues of patients with LSCC, and those in human bronchial epithelial cells (16 HBE) and HEp-2. Next, the targeted relationship between miR-150-5p and PIN1 was assessed by bioinformatics website and dual-luciferase reporter assay, followed by their correlation analysis. Besides, after interfering with miR-150-5p or PIN1 expression in HEp-2 cells, CCK-8, cell colony formation assay, and transwell assay were utilized to detect the proliferation, viability, and invasion of cells, respectively. Subsequently, the protein levels of MMP-2, MMP-9, and EMT-related proteins in HEp-2 cells were checked by Western blot. Results Expression of miR-150-5p was down-regulated in LSCC tissues and HEp-2 cells. Moreover, miR-150-5p suppressed proliferation and invasion of HEp-2 cells, affected protein expression related to MMP and EMT, thereby inhibiting development of cancer. The expression of PIN1 was significantly increased in cancer tissues and HEp-2 cells, and there was a targeted relationship and negative correlation between miR-150-5p and PIN1 in cancer tissue. However, overexpression of PIN1 could reverse the effect of miR-150-5p on the proliferation and invasion of HEp-2 cells. Conclusion In a nutshell, there is a targeted relationship between PIN1 and miR-150-5p. Besides, miR-150-5p can inhibit the proliferation and invasion of HEp-2 cells by regulating the expression of PIN1. Level of evidence 3.
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Objective:To analyze the consistency of clinical imaging and clinicopathological finds of retinoblastoma (RB) optic nerve invasion.Methods:A retrospective case study. Fifteen children with 15 eyes who were diagnosed with RB and underwent enucleation at the Eye Center of Beijing Tongren Hospital from November 2017 to January 2022 were included in the study. Among them, there were 9 males with 9 eyes and 6 females with 6 eyes. The mean age was 1.75±1.61 years. All affected eyes were designated International Classification of Retinoblastoma group E. There were 7 cases with secondary neovascularization glaucoma, 2 cases with closed funnel-shaped detachment of the retina and tumor touching the posterior capsule of the crystal, and 6 cases with tumor touching the back surface of the crystal and posterior chamber of the 15 children. All children underwent CT or magnetic resonance imaging (MRI). Among them, CT examination was performed in 4 cases, MRI examination in 4 cases, and MRI and CT examination in 7 cases. All the children underwent eyeball enucleation, paraffin sections were taken from the eyeball, and sagittal section of the eyeball with optic nerve tissue was taken for pathological examination. Imaging diagnosis was based on optic nerve thickening and/or enhancement. The pathological diagnosis was based on the growth of RB tumor cells across the post-laminar of optic nerve. The pathological diagnosis was based on the growth of RB tumor cells across the sieve plate. The area under the curve (AUC) of receiver operating characteristic curve was used to evaluate the diagnostic ability of imaging examination. The sensitivity, PPV and 95% confidence interval ( CI) of imaging examination were obtained based on the confusion matrix. With pathology as the gold standard, intragroup correlation coefficient (ICC) was used to test the consistency of imaging and pathology. Results:All the 15 cases were diagnosed with RB by pathological examination. Of the 15 cases, 7 cases were diagnosed with RB optic nerve invasion by imaging and 8 cases without nerve invasion; 12 cases of RB optic nerve invasion were diagnosed by pathology after operation. Three cases without nerve invasion. Among them, 4 cases had identical imaging and pathological findings. The sensitivity and PPV of MRI and CT were 0.33 (95% CI 0.11-0.64) and 0.57 (95% CI 0.20-0.88), respectively. The value of AUC (the area under the curve) in the ROC curve of MRI and CT were 0.51 (95% CI 0.24-0.77) and 0.52 (95% CI 0.25-0.78), respectively. The AUC values of both were 0.5-0.7, indicating low diagnostic accuracy. ICC test evaluated the consistency of MRI and CT with pathological examination, 0.61 (95% CI 0.97-0.87) and 0.63 (95% CI 0.12-0.88) for MRI and CT, respectively. Therefore, the consistency of MRI, CT and pathology was moderate. Conclusion:Compared with the pathological findings, the sensitivity and accuracy of MRI and CT in the diagnosis of RB optic nerve post-laminar invasion are lower, and the consistency between MRI and CT with pathology is only moderate.
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Objective:To investigate the role of protein phosphatase 4 catalytic subunit (PP4C) in regulating hepatitis B virus X protein (HBx) levels and its effects on the biological functions of HBx, thus to provide a potential therapeutic targets for hepatitis B virus (HBV)-related hepatocellular carcinoma.Methods:In vivo and in vitro interactions between HBx and PP4C were analyzed by co-immunoprecipitation (Co-IP) and GST pull-down assay. Recombinant plasmids of PP4C and HBx were co-transfected with Lipofectamine 3000 reagents into hepatoma cells to detect the protein levels of HBx by Western blot. The half-life of HBx in the transfected cells treated with cycloheximide (CHX) were detected. The phosphorylation assay was used to evaluate the effects of PP4C on HBx phosphorylation. CCK8 assay, wound healing assay and Matrigel invasion chamber assay were used to analyze the effects of PP4C on the biological functions of HBx. Results:PP4C interacted with HBx in vivo and in vitro. PP4C overexpression significantly increased the protein level and stability of HBx and the phosphorylation assay confirmed that PP4C overexpression decreased the serine phosphorylation of HBx in hepatoma cells. PP4C overexpression enhanced the migration and invasion of hepatoma cells, but had no significant effects on the proliferation. Conclusions:The interactions between HBx and PP4C promoted the stability of HBx and ultimately enhanced the migration and invasion of hepatoma cells, and the mechanisms might be related to the decrease of HBx serine phosphorylation by PP4C. This study provided a theoretical basis for further investigation of the pathogenic mechanisms of HBx, and targeting PP4C and HBx interaction might provide insights for developing novel treatment for HBV-related hepatocellular carcinoma.
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Objective:To determine the expression of glucose transporter 3 (GLUT3) in cutaneous squamous cell carcinoma (cSCC), and to evaluate its effect on the cSCC cell line A431.Methods:From June 2016 to December 2020, 22 paraffin-embedded tissue specimens were collected from patients with pathologically confirmed cSCC in the Department of Dermatology, Peking University Third Hospital, and 20 discarded normal skin tissues after dermatological surgeries served as controls. Immunohistochemical assay was performed to determine the GLUT3 expression in cSCC tissues and normal skin tissues. Cultured A431 cells were divided into two groups: GLUT3 overexpression group transfected with a lentiviral vector carrying the SLC2A3 gene, and negative control group transfected with an empty lentiviral vector. Real-time fluorescence-based quantitative PCR and Western blot analysis were conducted to determine the mRNA and protein expression of GLUT3 in A431 cells in different groups, the cell proliferation assay (MTS assay) was performed to estimate the cell proliferative activity, and the live-cell analysis system Incucyte S3 was used for real-time evaluation of the migratory and invasive abilities of A431 cells in different groups. The relative glucose consumption and lactic acid production in A431 cells at 48 hours were measured by using glucose and lactic acid assay kits, retrospectively. Two independent samples t-test was used for comparisons between two groups, and one-way analysis of variance was used for comparisons among multiple groups. Results:The GLUT3 expression was significantly higher in the cSCC tissues than in the normal skin tissues (immunohistochemical assay score: 9.39 ± 2.56 points vs. 2.30 ± 2.60 points; t = 8.91, P < 0.05). Compared with the negative control group, the mRNA and protein expression of GLUT3 markedly increased in the GLUT3 overexpression group. MTS assay showed significantly increased proliferative activity of A431 cells in the GLUT3 overexpression group compared with the negative control group after 24- and 96-hour treatment ( t = 2.49, 3.54, P = 0.048, 0.012, respectively); cell fusion rates in the scratched area were significantly higher in the GLUT3 overexpression group than in the negative control group in the cell migration assay at 6, 12 18, and 24 hours and cell invasion assay at 12, 18, and 24 hours (all P < 0.05). At 48 hours, the relative glucose consumption and lactic acid production in A431 cells were significantly higher in the GLUT3 overexpression group than in the negative control group ( t = 2.98, 2.20, P = 0.011, 0.038, respectively) . Conclusion:GLUT3 was highly expressed in the cSCC tissues, and may participate in the occurrence and development of cSCC by providing energy to cSCC cells via promoting glucose uptake in cells to enhance their proliferative, migratory and invasive abilities.
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Primary adrenal lymphoma (PAL) is a rare extranodular lymphoma. It is subject to misdiagnosis due to atypical clinical and imaging features. Histopathology is required to establish the diagnosis. Patients often present to the Endocrinology Department upon revelation of adrenal incidentalomas by imaging. PAL is often accompanied by invasion of other tissues and organs, with a high mortality rate and a poor prognosis. In this paper, the clinical features of a patient with primary adrenal lymphoma and intracranial invasion were summarized, and the pathogenesis, clinical manifestations, diagnosis and treatment of this disease were reviewed.
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Objective:To develop and validate a nomogram model for predicting microvascular invasion (MVI) in hepatocellular carcinoma (HCC) based on preoperative enhanced computed tomography imaging features and clinical data.Methods:The clinical data of 210 patients with HCC undergoing surgery in the Second Affiliated Hospital of Anhui Medical University from May 2018 to May 2022 were retrospectively analyzed, including 172 males and 38 females, aged (59±10) years old. Patients were randomly divided into the training group ( n=147) and validation group ( n=63) by systematic sampling at a ratio of 7∶3. Preoperative enhanced computed tomography imaging features and clinical data of the patients were collected. Logistic regression was conducted to analyze the risk factors for HCC with MVI, and a nomogram model containing the risk factors was established and validated. The diagnostic efficacy of predicting MVI status in patients with HCC was assessed by receiver operating characteristic (ROC) curve, calibration curves, decision curve analysis (DCA), and clinical impact curve (CIC) of the subjects in the training and validation groups. Results:The results of multifactorial analysis showed that alpha fetoprotein ≥400 μg/ml, intra-tumor necrosis, tumor length diameter ≥3 cm, unclear tumor border, and subfoci around the tumor were independent risk factors predicting MVI in HCC. A nomogram model was established based on the above factors, in which the area under the curve (AUC) of ROC were 0.866 (95% CI: 0.807-0.924) and 0.834 (95% CI: 0.729-0.939) in the training and validation groups, respectively. The DCA results showed that the predictive model thresholds when the net return is >0 ranging from 7% to 93% and 12% to 87% in the training and validation groups, respectively. The CIC results showed that the group of patients with predictive MVI by the nomogram model are highly matched with the group of patients with confirmed MVI. Conclusion:The nomogram model based on the imaging features and clinical data could predict the MVI in HCC patients prior to surgery.
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Objective:To detect the expression of methyl methanesulfonate and UV sensitive gene clone 81 (Mus81) in hepatocellular carcinoma(HCC) and to observe the effects of Mus81 on the migration, invasion and metastatic ability of human HCC cells.Methods:Thirty-two tissue specimens were selected from HCC tissues and corresponding paraneoplastic tissues of patients with HCC who underwent surgical resection in Guangzhou Red Cross Hospital Affiliated to Jinan University from January 2020 to June 2021. The expression levels of Mus81 in 32 HCC specimens, 374 HCC samples from the cancer genome atlas database, human normal liver cell line HL-7702 and human HCC cell lines JHH-7, Huh-7 and Hep3B were analyzed. Mus81 knockdown in JHH-7, Huh-7 and overexpressed in Hep3B HCC cell lines were constructed, and the effects of Mus81 on HCC cells were observed by scratch assay, Transwell migration and invasion assay and tail vein injection transfer assay in nude mice.Results:The expression of Mus81 was higher in HCC tissues or cell lines than which in paraneoplastic tissues or normal hepatocyte lines (all P<0.05). The migration rate, metastatic and invasive cell numbers of Mus81-knockdown Huh-7 HCC cells were 22.24%±2.16%, 49.04±5.62, 3.81±1.08, the negative control group were 26.89%±1.15%, 86.81±4.79, 19.78±3.30, and the differences between the two groups were statistically significant ( t=4.24, 26.59, 23.92, all P<0.01). The migration rate, metastatic and invasive cell numbers of Mus81-overexpressed Hep3B HCC cells were 80.57%±5.12%, 18.74±8.07, 33.81±8.44, which were significantly higher than those of the empty vector group 64.17%±7.20%, 10.96±5.32, 3.04±1.13, and the differences were statistically significant ( t=4.15, 4.18, 18.78, all P<0.01). Tail vein transfer experiments in nude mice showed that the total fluorescence expression, weight of metastatic tumors, and the metastatic rates in kidney, vertebral column, neck, axilla and subcutis in nude mice injected with Mus81-knockdown JHH-7 cells were significantly lower than those in the control group (all P<0.05). Conclusion:Mus81 gene expression is upregulated in HCC and promotes the migration, invasion and metastatic ability of HCC cells, suggesting that Mus81 may be a potential therapeutic target for HCC.
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Objective:To analyze the value of laminin γ2 (LAMC2) in the diagnosis of hepatocellular carcinoma (HCC) and the difference in patients with different types of microvascular invasion (MVI).Methods:A cohort of 100 patients with HCC who underwent surgical treatment at the Faculty of Hepato-Pancreato-Biliary Surgery, Chinese PLA General Hospital from January 2021 to March 2022 were prospectively enrolled. There were 80 males and 20 females, aged (55.7±11.1) years. The data of 17 patients with hepatic hemangioma without cirrhosis who underwent operation at the same hospital during the study period were collected to serve as the control group (6 males, 11 females), aged (42.8±9.8) years. LAMC2 in serum was determined by enzyme linked immunosorbent assay. The levels of alpha-fetoprotein (AFP) and LAMC2 were compared between the two groups, and receiver operating characteristic (ROC) curves were drawn to compare these two markers in the diagnosis of HCC. The LAMC2 of different MVI patients were compared.Results:The levels of LAMC2 and AFP were 1 334.2(838.9, 2 656.0) pg/ml and 19.0(4.6, 778.6) μg/L in the HCC group, which were significantly higher than 375.2(221.2, 691.7)pg/ml and 3.3(2.5, 3.5) μg/L in the control group ( Z=-4.32, -4.63, both P<0.001). The areas under the ROC curve were 0.829(95% CI: 0.748-0.892) for LAMC2 and 0.852(95% CI: 0.769-0.910) for AFP, and was 0.949(95% CI: 0.911-0.988) for using both in the diagnoses. The diagnostic efficacy of combining LAMC2 and AFP was significantly better than that of LAMC2 alone and AFP alone (area under ROC: Z=3.15, 3.07, P=0.002, 0.002). When the patients were divided into the M0 group (61 patients), the M1 Group (25 patients) and the M2 Group (14 patients) based on MVIs, the concentrations of LAMC2 were 1 168.6(834.3, 2 521.4) pg/ml, 942.2(614.0, 2 056.6) pg/ml and 3 128.4(1 852.7, 7 191.3) pg/ml, respectively. The level of LAMC2 in the M2 group was significantly higher than that in the M0 and M1 groups ( Z=-3.46, -3.32, P=0.001, 0.004). Conclusion:The diagnostic efficacy of LAMC2 combined with AFP for HCC was significantly higher than that of either LAMC2 alone or AFP alone. Serum LAMC2 levels were significant different among the groups of HCC patients with different types of MVI.
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Objective:To evaluate the value of preoperative prediction of vessel invasion (VI) of locally advanced gastric cancer by machine learning model based on the venous phase enhanced CT radiomics features.Methods:A retrospective analysis of 296 patients with locally advanced gastric cancer confirmed by pathology in the First Affiliated Hospital of Zhengzhou University from July 2011 to December 2020 was performed. The patients were divided into VI positive group ( n=213) and VI negative group ( n=83) based on pathological results. The data were divided into training set ( n=207) and test set ( n=89) according to the ratio of 7∶3 with stratification sampling. The clinical characteristics of patients were recorded, and the independent risk factors of gastric cancer VI were screened by multivariate logistic regression. Pyradiomics software was used to extract radiomic features from the venous phase enhanced CT images, and the minimum absolute shrinkage and selection algorithm (LASSO) was used to screen the features, obtain the optimal feature subset, and establish the radiomics signature. Four machine learning algorithms, including extreme gradient boosting (XGBoost), logistic, naive Bayes (GNB), and support vector machine (SVM) models, were used to build prediction models for the radiomics signature and the screened clinical independent risk factors. The efficacy of the model in predicting gastric cancer VI was evaluated by the receiver operating characteristic curve. Results:The degree of differentiation (OR=13.651, 95%CI 7.265-25.650, P=0.003), Lauren′s classification (OR=1.349, 95%CI 1.011-1.799, P=0.042) and CA199 (OR=1.796, 95%CI 1.406-2.186, P=0.044) were independent risk factors for predicting the VI of locally advanced gastric cancer. Based on the venous phase enhanced CT images, 864 quantitative features were extracted, and 18 best constructed radiomics signature were selected by LASSO. In the training set, the area under the curve (AUC) of XGBoost, logistic, GNB and SVM models for predicting gastric cancer VI were 0.914 (95%CI 0.875-0.953), 0.897 (95%CI 0.853-0.940), 0.880 (95%CI 0.832-0.928) and 0.814 (95%CI 0.755-0.873), respectively, and in the test set were 0.870 (95%CI 0.769-0.971), 0.877 (95%CI 0.788-0.964), 0.859 (95%CI 0.755-0.961) and 0.773 (95%CI 0.647-0.898). The logistic model had the largest AUC in the test set. Conclusions:The machine learning model based on the venous phase enhanced CT radiomics features has high efficacy in predicting the VI of locally advanced gastric cancer before the operation, and the logistic model demonstrates the best diagnostic efficacy.
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Objective:To investigate the value of spectral CT based iodine concentration (IC) parameters for preoperative prediction of lymphovascular invasion (LVI) in gastric cancer.Methods:Between January 2021 and November 2021, 266 patients diagnosed as gastric adenocarcinomas by endoscopy and undergoing gastrectomy at the Affiliated Cancer Hospital of Zhengzhou University were recruited prospectively. They were divided into LVI and non-LVI groups according to pathological reports. Triple phase contrasted enhanced CT scans, including arterial phase (AP), venous phase (VP) and delayed phase (DP) were performed on a spectral CT platform within one week before surgery. The IC of gastric cancer lesions at three enhanced phases were measured based on iodine maps, and the normalized IC (nIC) was calculated. The thickness of the tumor was measured. Clinicopathological features were collected, including ulceration, pathological tumor staging (pT), pathological node staging (pN), histodifferentiation, Lauren subtype, perineural invasion (PNI), positive node numbers and positive node ratio. Student′s t tes t or Mann-Whitney U test were used to compare the differences of continuous variables between the two groups, while Chi-square test or Fisher′s exact test was used for categorical data. Multivariable logistic regression analysis was used to screen independent risk factors of LVI, and to build a combined parameter based on risk factors. The receiver operating characteristic curve analysis was performed to determine the predictive efficacy of IC parameters and the combined parameter for LVI. DeLong′s test was used to compare the differences among different area under the curve (AUC). Results:There were statistical differences in tumor thickness, ulceration, pT, pN, histodifferentiation, positive node numbers, positive node ratio, Lauren subtype and PNI between LVI and non-LVI groups ( P<0.05). The values of IC VP, IC DP, nIC VP, nIC DP in LVI group were statistically higher than those in non-LVI group ( t=3.77, 4.23, 4.25, 6.12, all P<0.001), with the AUC (95%CI) of 0.674 (0.610-0.738), 0.677 (0.614-0.741), 0.731 (0.671-0.792), 0.700 (0.636-0.764) for predicting LVI, respectively. Multivariable logistic regression analysis revealed that tumor thickness (OR=1.148, 95%CI 1.085-1.237, P<0.001) and nIC VP (OR=209.904, 95%CI 14.874-644.362, P<0.001) were independent predictors for LVI, the combined parameter incorporating these two factors yielded an AUC (95%CI) of 0.790 (0.736-0.937), which was statistically higher than any single parameter of IC VP, IC DP, nIC VP and nIC DP ( Z=3.07, 3.29, 2.10, 2.60, P=0.002, 0.001, 0.036, 0.009). Conclusion:The IC and nIC values of gastric cancer lesions derived from the VP and DP on spectral CT can effectively predict LVI status in gastric adenocarcinomas, and the combination of nIC VP and tumor thickness can further improve the predictive efficacy.
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Objective:To investigate the value of preoperative breast MRI combined with axillary ultrasound in predicting lymphovascular invasion (LVI) of breast invasive ductal carcinoma.Methods:The clinical, pathological and imaging features of 160 female patients [age 25-74(49±10)years] with breast invasive ductal carcinoma from March 2014 to December 2017 in Shanxi Cancer Hospital were retrospectively analyzed. According to the LVI status determined by postoperative pathology, 160 patients were divided into LVI positive group (56 cases) and LVI negative group (104 cases). The clinical characteristics, pathological characteristics and imaging features of LVI positive group and LVI negative group were compared by the independent t test, Mann-Whitney U test or χ 2 test. Multivariate logistic regression analysis was performed to identify independent predictors for predicting LVI and construct a predictive model. The receiver operating characteristic (ROC) curve and area under the curve (AUC) was used to evaluate the discrimination of the prediction model, and the Hosmer-Lemeshow test was used to evaluate its calibration. Results:There was no significant difference in age, menopausal status, estrogen receptor, progesterone receptor, human epidermal growth factor 2, Ki67 index and molecular subtype between LVI positive group and negative group ( P>0.05). Tumor size, peritumoral edema, adjacent vessel sign, multifocality or multicentricity, peritumoral maximum-apparent diffusion coefficient (ADC), peritumour-tumour ADC ratio, MRI axillary lymph node status and ultrasound axillary lymph node status between LVI positive group and LVI negative group showed significantly statistical difference ( P<0.05). Variables with significant difference in the univariate analysis were entered into multivariate logistic regression analysis to explore predictors for LVI. Peritumoral edema (OR=3.367, 95%CI 1.382-8.201, P=0.008), multifocality or multicentricity (OR=4.026, 95%CI 1.268-12.776, P=0.018), high peritumoral-tumor ADC ratio (OR=7.321, 95%CI 2.226-24.079, P=0.001) and positive ultrasound axillary lymph node (OR=6.779, 95%CI 2.819-16.303, P<0.001) were independent predictors for predicting LVI. A logistic regression model was constructed using the above four indicators, and ROC showed AUC of this model for predicting LVI was 0.882, superior to any of the single indicator ( P<0.05); its sensitivity was 80.36% and specificity was 84.62%. Hosmer-lemeshow test showed that the prediction model had good calibration ( P=0.503). Conclusion:The combined prediction model constructed by preoperative breast MRI and axillary ultrasound could help to predict the LVI status of breast invasive ductal carcinoma.
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Objective:To explore the risk factors of microvascular invasion (MVI) in hepatocellular carcinoma (HCC), and to predict MVI preoperatively, non-invasively and accurately.Methods:A total of 150 HCC patients (183 HCC lesions) were retrospectively collected in the First Affiliated Hospital of Xi′an Jiaotong University from January 2016 to June 2022.The clinical data and hematological data, gray-scale ultrasonography (US), contrast-enhanced ultrasonography (CEUS), enhanced magnetic resonance imaging with gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (EOB-MRI) and pathological data of these patients were recorded. According to the pathological diagnosis of MVI, the lesions were divided into MVI (+ ) group and MVI (-) group. The indicators between the two groups were compared. All 183 lesions were put into the training set, and the prediction model with nomogram was constructed according to the risk factors of MVI selected by multivariate Logistic regression. The internal verification was carried out by ten-fold cross-validation method.Results:There were significant statistical differences in the following parameters between MVI (+ ) group ( n=109) and MVI (-) group ( n=74) (all P<0.05). These were cirrhosis, serological parameters (alpha-fetoprotein, albumin, total bilirubin), qualitative indexes of US (size, boundary, internal echo), qualitative indexes of CEUS (hyper/iso/hypovascularity of lesions in arterial phase, portal phase, and delayed phase compared with hepatic parenchyma), and quantitative indexes of EOB-MRI [post enhancement rate (post ratio) and gadolinium disodium rate (EOB ratio)] calculated mainly in terms of lesions and surrounding liver parenchyma in hepatobiliary phase and unenhanced T1 images). Finally, cirrhosis of patients, the size, boundary, internal echo of lesions in US; arterial phase (AP), portal phase (PP), post-vascular phase (PVP) features in CEUS; the EOB rate and post rate of EOB-MRI entered the prediction model of MVI. The training set exhibited good calibration and net gain rate. The areas under the ROC curve for the training set and the validation set were 0.981 and 0.961, respectively, while the diagnostic accuracy were 92.9% and 85.8%, respectively. Conclusions:The model constructed mainly by multimodality imaging methods can achieve favorable predictive performance for MVI, which provides valuable ideas for noninvasively predicting the incidence of MVI and optimizing the MVI-related treatment of MVI in HCC patients.
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Objective:To investigate the effect of transcription factor nuclear factor IB (NFIB) on cell proliferation and invasion in breast cancer.Methods:The lentivirus pLKO.1-shNFIB plasmid was constructed, packaged and infected with human estrogen receptor positive (ER + ) breast cancer cell line MCF-7 and triple-negative breast cancer (TNBC) cell line MDA-MB-231, respectively, NFIB was stably knocked down and verified by Western blot method; Cell count test (CCK-8) and clone formation test were used to investigate the effect of knockdown NFIB on the growth and proliferation of breast cancer cells; The transwell experiment and Western blot method were performed to detect the expression of epithelial mesenchymal transition protein markers. The effect of knockdown NFIB on the invasive ability of triple-negative breast cancer cells was explored; Kaplan-Meier survival was used to analyze web data (http: //kmplot.com/analysis/) to explore the effect of NFIB on the prognosis of ER + breast cancer and triple-negative breast cancer patients. Results:In MCF-7 and MDA-MB-231 breast cancer cells, knocking down NFIB inhibited cell growth and proliferation; In triple-negative breast cancer MDA-MB-231 cells, knocking down NFIB promoted the expression of interstitial marker fibronectin and promoted cell invasion; The lower the expression of NFIB, the worse the prognosis of triple negative breast cancer patients, while the expression of NFIB had no effect on the prognosis of ER + breast cancer patients. Conclusions:Knocking down NFIB inhibits the proliferation of MCF-7 cells, and the expression level of NFIB is not related to the prognosis of ER + breast cancer patients; Knocking down NFIB inhibits the proliferation of MDA-MB-231 cells but promotes their invasion; The low expression of NFIB is associated with the poor prognosis of triple-negative breast cancer patients.
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Rectal cancer is a common malignancy of the gastrointestinal tract. Extramural vascular invasion (EMVI) is a key indicator of risk stratification for rectal cancer and an important reference factor in determining individualised treatment options, so it is important to accurately assess whether extramural vessels are infiltrated by the tumour before surgery. The main imaging methods for rectal cancer include magnetic resonance imaging (MRI), computed tomography (CT) and transrectal ultrasound (TRUS). This article focuses on the performance and diagnostic efficacy of these imaging methods in the diagnosis of EMVI in rectal cancer, and provides clinical reference.