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Background: Human epidermal growth factor receptor 2 (HER2) is a tumor biomarker with significant prognostic and therapeutic implications for invasive ductal breast carcinoma (IDC). Objective: This study aimed to explore the effectiveness of a multisequence magnetic resonance imaging (MRI)-based machine learning radiomics model in classifying the expression status of HER2, including HER2-positive, HER2-low, and HER2 completely negative (HER2-zero), among patients with IDC. Methods: A total of 402 female patients with IDC confirmed through surgical pathology were enrolled and subsequently divided into a training group (n = 250, center I) and a validation group (n = 152, center II). Radiomics features were extracted from the preoperative MRI. A simulated annealing algorithm was used for key feature selection. Two classification tasks were performed: task 1, the classification of HER2-positive vs. HER2-negative (HER2-low and HER2-zero), and task 2, the classification of HER2-low vs. HER2-zero. Logistic regression, random forest (RF), and support vector machine were conducted to establish radiomics models. The performance of the models was evaluated using the area under the curve (AUC) of the operating characteristics (ROC). Results: In total, 4506 radiomics features were extracted from multisequence MRI. A radiomics model for prediction of expression state of HER2 was successfully developed. Among the three classification algorithms, RF achieved the highest performance in classifying HER2-positive from HER2-negative and HER2-low from HER2-zero, with AUC values of 0.777 and 0.731, respectively. Conclusions: Machine learning-based MRI radiomics may aid in the non-invasive prediction of the different expression status of HER2 in IDC.
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OBJECTIVE@#To compare clinical effects of the improved interface screw fixation of femoral end of anterior cruciate ligament with classic femoral lateral loop plate fixation.@*METHODS@#A retrospective analysis of 65 patients who underwent arthroscopic anterior cruciate ligament reconstruction from January 2019 to September 2021 were performed. According to the different fixation methods of the femoral side, 35 patients were divided into loop plate fixation(loop plate group), including 27 males and 8 females, aged from 18 to 50 years old with an average of (35.00±7.60) years old;30 patients in interface screw fixation(interface screw group), including 20 males and 10 females, aged from 18 to 50 years old with an average of (32.00±8.50) years old. Hospital stay, hospital expenses, operation time, complications, C-reactive protein at 1, 3, 6 days after operation, and postoperative Lysholm score and International Knee Documentation Committee(IKDC) score at 18 months were compared between two groups.@*RESULTS@#All patients were successfully operated, and obtained follow-up from 18 to 36 months with an average of (25.16±4.50) months. Anterior drawer test and Lachman test of all patients turned to negative. There were no statistical differences in hospital stay, hospital expenses and complications between two groups(P>0.05);operation time in loop plate group was (74.00±6.84) min, and (91.67±6.34) min in interface screw group, and had difference between two groups(P<0.05). C-reactive protein on the 1st and 3rd day after operation was (40.00±10.10), (20.00±8.23) mg·L-1 in loop plate group, and (60.00±8.93), (30.00±8.66) mg·L-1 in interface nail group, had statistical difference between two groups (P<0.05);while there was no difference in C-reactive protein on the 6th day after operation(P>0.05). At 18 months after operation, Lysholm and IKDC scores showed no significant difference between two groups (P>0.05). In loop plate group, medullary enlargement on coronal and sagittal views were (2.75±0.19) mm, (1.55±0.25) mm, and (2.81±0.22) mm, (1.61±0.20) mm in interface screw group, and had statistical difference between two groups(P<0.05).@*CONCLUSION@#In the reconstruction of anterior cruciate ligament, the common interface screw on the femoral side is changed to the sheath interface screw, and intramedullary screw is changed to the compression and fixation of tendon from outside to inside of joint. Although the operation procedure is relatively complicated and operation time is slightly longer, it has advantages of no residual metal foreign body after operation, and clinical effect is no different from classical loop plate suspension fixation, which is still a good choice.
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Feminino , Masculino , Humanos , Adolescente , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Proteína C-Reativa , Estudos Retrospectivos , Fêmur , Reconstrução do Ligamento Cruzado Anterior , Parafusos ÓsseosRESUMO
OBJECTIVE@#To explore the therapeutic effect of multiple small diameter drilling combined with extracorporeal shock wave therapy (ESWT) under C-arm X-raylocalization in patients with early osteonecrosis of the femoral head (ONFH).@*METHODS@#A total of 106 cases of early ONFH patients admitted from May 2015 to May 2017 were retrospectively selected as the study subjects. According to different treatment methods, the patients were divided into observation group and control group, 53 cases in each group. The observation group was treated with multiple small-diameter drilling combined with ESWT under C-arm positioning in the observation group, including 41 males and 12 females with an age of (45.85±6.01) years old (22 to 70 years old);and the control group was treated with ESWT, including 34 males and 19 females with an age of (45.12±5.83) years old(20 to 68 years old) in the control group. The modified Harris hip scores(mHHS), visual analog scale(VAS), hip flexion range, hip abduction and adduction range, ONFH area ratio and clinical efficacy were compared between twe groups before and after treatment. Kaplan-Meier method was used to draw a survival curve to compare the femoral head survival rate between two groups during the 3-year follow-up period after treatment.@*RESULTS@#There were no complications such as poor wound healing and infection. All of 106 patients were followed up for 28 to 36 months with an average of (31.06±4.28) months. MHHS score, hip flexion range and hip abduction and adduction range in the observation group were increased from (63.85±5.42) scores, (23.79±2.21) °, (32.40±4.19) ° before treatment to (85.51±5.69) scores, (34.65±2.73)°, (43.32±5.71)° at 2 years after treatment, respectively(P<0.05). The above indicators in the control group increased from (64.73±5.64)°, (23.82±2.18)°, (32.45±4.13)° before treatment to (81.65±5.48) scores, (32.79±2.87)°, (39.75±5.68)°at two years after treatment, respectively(P<0.05). VAS score and ONFH area ratio in the observation group decreased from (5.76±1.41) scores and (35.07±4.96)% before treatment to (3.39±1.02) scores and (22.04±3.23)% at 2 years after treatment, respectively(P<0.05). The above indicatiors in control group decreased from (5.73±1.45) scores and (35.24±5.18)% before treatment to (4.43±1.21) scores and (28.32±3.76)% at 2 years after treatment, respectively(P<0.05), and the improvement in the observation group was significantly higher than that in the control group(P<0.05). At 3 years after treatment, the femoral head survival rate in the observation group was higher than that in the control group (P<0.05).@*CONCLUSION@#Multiple small diameter drilling combined with ESWT under C-arm positioning can significantly improve the clinical symptoms of patients with early ONFH, relieve pain and improve clinical efficacy.
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Masculino , Feminino , Humanos , Adulto , Pessoa de Meia-Idade , Adulto Jovem , Idoso , Cabeça do Fêmur , Estudos Retrospectivos , Necrose da Cabeça do Fêmur/diagnóstico , Tratamento por Ondas de Choque Extracorpóreas/métodos , Resultado do TratamentoRESUMO
Objective To evaluate the effect of overexpression of the autophagy marker gene Beclin I on biological behaviors of SK-MEL-2 human malignant melanoma cells.Methods Western blot analysis was performed to determine the protein expression of Beclin 1 in melanoma cell lines A375 and SK-MEL-2.SK-MEL-2 cells with low Beclin1 protein expression were selected as research objects,and divided into 3 groups:blank group receiving no treatment,negative control group transfected with pcDNA.3.1/myc-His (-) A,and experimental group transfected with pcDNA3.1-Beclin1 plasmid.After 2-week culture,cell counting kit-8 (CCK-8) assay was conducted to evaluate the effect of Beclin1 on cell proliferation at 24,48 and 72 hours,and Transwell assay and wound-healing assay were performed to assess the effect of Beclin 1 overexpression on the invasion and migration abilities of SK-MEL-2 cells.Repeated measures analysis of variance and completely randomized analysis of variance were used to analyze differences in indices among groups,and least significant difference (LSD)-t test was used for multiple comparisons.Results The protein expression of Beclin1 was significantly lower in the SK-MEL-2 cells (0.037 ± 0.010) than in the A375 cells (0.670 ± 0.150,F =46.62,P < 0.05).The experimental group showed significantly increased protein expression of Beclin1 (0.32 ± 0.04) compared with the negative control group (0.06 ± 0.02,P <0.05) and blank group (0.07 ± 0.02,P < 0.05).CCK-8 assay revealed a significant difference in the cell proliferation rate among different groups and different time points (F =1 077.36,4 903.04 respectively,both P< 0.05),and there was a significant interaction between the transfection treatment and time (F =205.20,P < 0.05).Transwell assay showed that the number of SK-MEL-2 cells crossing the chamber per high-power field (× 200) after 24-hour treatment was significantly lower in the experimental group (18.67 ±1.19) than in the negative control group (87.89 ± 6.05,P< 0.05) and blank group (86.78 ± 5.93,P <0.05).In the wound-healing assay,the cell migration distance was significantly shorter in the experimental group than in the blank group and negative control group at 24 and 48 hours (all P < 0.05).Conclusion Beclin 1 overexpression can markedly inhibit the proliferation,invasion and migration of SK-MEL-2 cells.
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Objective@#To evaluate the effect of overexpression of the autophagy marker gene Beclin1 on biological behaviors of SK-MEL-2 human malignant melanoma cells.@*Methods@#Western blot analysis was performed to determine the protein expression of Beclin1 in melanoma cell lines A375 and SK-MEL-2. SK-MEL-2 cells with low Beclin1 protein expression were selected as research objects, and divided into 3 groups: blank group receiving no treatment, negative control group transfected with pcDNA.3.1/myc-His (-) A, and experimental group transfected with pcDNA3.1-Beclin1 plasmid. After 2-week culture, cell counting kit-8 (CCK-8) assay was conducted to evaluate the effect of Beclin1 on cell proliferation at 24, 48 and 72 hours, and Transwell assay and wound-healing assay were performed to assess the effect of Beclin1 overexpression on the invasion and migration abilities of SK-MEL-2 cells. Repeated measures analysis of variance and completely randomized analysis of variance were used to analyze differences in indices among groups, and least significant difference (LSD) -t test was used for multiple comparisons.@*Results@#The protein expression of Beclin1 was significantly lower in the SK-MEL-2 cells (0.037 ± 0.010) than in the A375 cells (0.670 ± 0.150, F = 46.62, P<0.05) . The experimental group showed significantly increased protein expression of Beclin1 (0.32 ± 0.04) compared with the negative control group (0.06 ± 0.02, P < 0.05) and blank group (0.07 ± 0.02, P < 0.05) . CCK-8 assay revealed a significant difference in the cell proliferation rate among different groups and different time points (F = 1 077.36, 4 903.04 respectively, both P<0.05) , and there was a significant interaction between the transfection treatment and time (F= 205.20, P<0.05) . Transwell assay showed that the number of SK-MEL-2 cells crossing the chamber per high-power field (× 200) after 24-hour treatment was significantly lower in the experimental group (18.67 ± 1.19) than in the negative control group (87.89 ± 6.05, P<0.05) and blank group (86.78 ± 5.93, P<0.05) . In the wound-healing assay, the cell migration distance was significantly shorter in the experimental group than in the blank group and negative control group at 24 and 48 hours (all P < 0.05) .@*Conclusion@#Beclin1 overexpression can markedly inhibit the proliferation, invasion and migration of SK-MEL-2 cells.
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OBJECTIVE@#This study aimed to compare the porcelain-fused-to-metal (PFM) crown artifact in the magnetic resonance imaging (MRI) of the two magnetic resonance deartifact techniques in studying the application value of the propeller-fast spin-echo T2-weighted sequence (FSE T2WI) in troubleshooting PFM crown artifacts.@*METHODS@#A total of 48 patients with right mandible first molar crown who underwent MRI head examination were chosen as subjects in the study. According to different metal substrates, PFM crowns were divided to three types, namely, nickel-chromium alloy crown, cobalt-chromium alloy crown and titanium crown. The patients received two MRI scan sequences, that is, FSE T2WI and propeller-FSE T2WI sequences. The MRI artifacts areas in two sequences were measured.@*RESULTS@#The difference between FSE T2WI and propeller-FSE T2WI sequences in three kinds of PFM crown was significant (P<0.05).@*CONCLUSIONS@#Propeller-FSE T2WI sequence technique can effectively reduce the metal artifacts of various PFM crowns.
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Humanos , Artefatos , Coroas , Porcelana Dentária , Imageamento por Ressonância Magnética , Espectroscopia de Ressonância MagnéticaRESUMO
Using forward and reverse genetics and global gene expression analyses, we explored the crosstalk between the IκB kinase β (IKKβ) and the transforming growth factor β (TGFβ) signaling pathways. We show that in vitro ablation of Ikkβ in fibroblasts led to progressive ROS accumulation and TGFβ activation, and ultimately accelerated cell migration, fibroblast-myofibroblast transformation and senescence. Mechanistically, the basal IKKβ activity was required for anti-oxidant gene expression and redox homeostasis. Lacking this activity, IKKβ-null cells showed ROS accumulation and activation of stress-sensitive transcription factor AP-1/c-Jun. AP-1/c-Jun activation led to up-regulation of the Tgfβ2 promoter, which in turn further potentiated intracellular ROS through the induction of NADPH oxidase (NOX). These data suggest that by blocking the autocrine amplification of a ROS-TGFβ loop IKKβ plays a crucial role in the prevention of fibroblast-myofibroblast transformation and senescence.
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Animais , Camundongos , Adenoviridae , Genética , Comunicação Autócrina , Fisiologia , Linhagem Celular , Movimento Celular , Senescência Celular , Vetores Genéticos , Genética , Metabolismo , Quinase I-kappa B , Genética , Metabolismo , Proteínas Quinases JNK Ativadas por Mitógeno , Metabolismo , Miofibroblastos , Biologia Celular , Metabolismo , NADPH Oxidases , Metabolismo , Estresse Oxidativo , Regiões Promotoras Genéticas , Espécies Reativas de Oxigênio , Metabolismo , Transdução de Sinais , Superóxido Dismutase , Genética , Metabolismo , Fator de Transcrição AP-1 , Metabolismo , Fator de Crescimento Transformador beta , Genética , Metabolismo , Regulação para CimaRESUMO
Objective To explore the correlation of risk of tumble with gradings in patients with leukoaraiosis.Methods One hundred patients with leukoaraiosis,admitted to our hospital from June 2010 to June 2012,were selected as an observation group; another 100 elderly controls accepted physical examinations in our physical examination center at the same period were also selected.All subjects from the observation group underwent head CT or MRI examination to compare the cerebral white matter.The Berg balance scale was used to evaluate the ability of balance and divided into poor balance (0-20 scores),balance (21-40 scores) and better balance (41-56 scores).Results In the observation group,the proportion of poor balance and balance patients was averagely higher than that of control group; and the ratio of better balance function was lower than the control group.About the Berg balance scale scores with less than 40,the observation group was higher than that of the control group (P<0.05).Spearman rank correlation analysis showed a positive correlation between leukoaraiosis grading and balance dysfunction (Ts=0.790,P=0.000).Conclusion Senile leukoaraiosis patients have different degrees of balance dysfunction and the higher leukoaraiosis degrees they have,the severer of balance dysfunction they will get.
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<p><b>OBJECTIVE</b>To study whether diffusion weighted imaging (DWI) and apparent diffusion coefficient (ADC) can reflect angiogenesis and the expression of the vascular endothelial growth factor (VEGF) by analyzing the correlation between the features of DWI and angiogenesis in prostate cancer (PCa).</p><p><b>METHODS</b>We studied the clinical and pathological data of 38 patients with histologically proven PCa, who were examined in the supine position with a 1.5T superconductive magnetic scanner (Siemens Sonata) with a pelvic phased array multi-coil. DWI was obtained by echo planar imaging (EPI) sequence. Another 33 cases of benign prostate hyperplasia (BPH) and 15 healthy volunteers were detected for the ADC value in the PCa and BPH tissues and the peripheral zone (PZ). All the PCa samples were examined for microvascular density (MVD) and VEGF.</p><p><b>RESULTS</b>The ADC values of PCa, BPH and PZ were (49.32 +/- 12.68) x 10(-5) mm2/s, (86.73 +/- 26.75) x 10(-5) mm2/s and (126.25 +/- 27.21) x 10(-5) mm2/s, the former lower than the latter two (P < 0.05). The expressions of MVD and VEGF in PCa were higher than in BPH (P < 0.05). The correlation was negative between the ADC value and MVD of PCa (r = -0.510, P < 0.05) , and positive between the expressions of VEGF and MVD (r = 0.481, P < 0.05). The ADC values of the VEGF-positive and -negative groups were (47.27 +/- 9.55) x 10(-5) mm2/s and (55.06 +/- 11.6) x 10(-5) mm2/s (P < 0.05).</p><p><b>CONCLUSION</b>The ADC value reflects the angiogenesis in differentiated prostate cancer, and DWI therefore helps to evaluate the biological features of PCa in vivo.</p>
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Idoso , Idoso de 80 Anos ou mais , Humanos , Masculino , Pessoa de Meia-Idade , Imagem de Difusão por Ressonância Magnética , Métodos , Neovascularização Patológica , Neoplasias da Próstata , Metabolismo , Fator A de Crescimento do Endotélio Vascular , MetabolismoRESUMO
<p><b>OBJECTIVE</b>To study the monomolecular coverage of the silane coupling agent gamma-methacryloxypropyltrimethoxysilane (gamma-MPS) on the barium glass filler surface.</p><p><b>METHODS</b>Kubelka-Munk (K-M) function values of the isolated OH-groups on the barium glass filler surface, which were based on the change of gamma-MPS concentrations, were measured using the quantitative analysis of the diffuse reflectance infrared Fourier transform (DRIFT) spectroscopy. When all of the isolated OH-groups on the filler surface disappeared (where the K-M function values was zero), the monomolecular coverage of the gamma-MPS molecules on the filler surface was indicated by the linear regression analysis.</p><p><b>RESULTS</b>The relationship tallied with negative linear correlation between the K-M function values of the isolated OH-groups on the barium glass surface and the concentrations of gamma-MPS. Each gamma-MPS molecule occupied 0.21 nm(2) when the monomolecular coverage was formed on the barium glass surface.</p><p><b>CONCLUSIONS</b>The result of this study indicated the optimal amount of silane coupling agent on silanated barium glass filler during the production of resin composite.</p>