1.Application of 3D TOF MRA Technology in Carotid Artery Angiography
Mingmei GE ; Zhiqin LIU ; Xiaolin LIU ; Qiuliang WANG ; Yuzhen LIAO
Chinese Medical Equipment Journal 2003;0(10):-
Objective To solve the limitation of the wide-bound imaging from aortic arch to the bifurcation of internal and external carotid artery by changing 3D TOF MRA scan parameters, and discuss the clinical value of this technology in carotid artery angiography. Methods 108 patients with cerebrovascular disease were performed with carotid artery 3D TOF MRA. Images were performed under MIP, MPR and VR. The images of bilateral common carotid arteries, external and internal carotid artery, and vertebral artery were evaluated interactively by two independent radiologists blinded to results. Results 864 blood vessels were observed with 3D TOF MRA, including 672 normal clearly, 17 unclear, 17 congenital variants, 73 un -smooth lesion, 63 vascular stenosis, 9 vascular occlusion, 5 not display, 4 depressed downward, 4 vascular enlargement. Totally,unclear, variation and lesion blood vessels were 192. The results in combination with original image analysis could meet the need of diagonosis. Conclusion 3D TOF MRA as a noninvasive and non contrast agent imaging method can be used to select the carotid stenosis and is quite good in the value of application.
2.Clinical Application of No Phase Wrap( NPW) Technique in MRI
Qiuliang WANG ; Mingmei GE ; Xiaolin LIU ; Zhiqin LIU ; Yuzhen LIAO
Chinese Medical Equipment Journal 2003;0(10):-
Objective To study clinical application of no phase wrap(NPW) technique in MRI. Methods 139 patients were selected and performed two sequences with and without no phase wrap in the same condition. The two kinds of images were compared. Results In the same parameter, phase wrap artifacts were seen in all images without the option of NPW. In the opposite, with the option of NPW, the artifacts disappeared. Conclusion NPW can avoid the Phase wrap artifacts .
3.Application of Time-resolved Imaging of Contrast Kinetics in the Diagnosis of Lower Extremity Diseases
Mingmei GE ; Zhiqin LIU ; Xiaolin LIU ; Qiulang WANG ; Yuzhen LIAO
Chinese Medical Equipment Journal 1993;0(06):-
Objective To discuss the value of Time-Resolved Imaging of Contrast Kinetics (TRICKS) in the diagnosis of lower extremity diseases. Methods 24 cases (27 times) with lower extremity, skeleton and blood vessel diseases undergoing TRICKS were retrospectively analyzed. There were 14 cases with both lower extremities two -segment scan, 5 cases(6 times) with one-segment scan(thigh), and 5 cases (7 times) with one-segment scan(calf). Conventional sequences were performed followed by enhanced MR angiography with the TRICKS technique. Results The TRICKS images for all cases satisfied the vascular changes and structure demonstration in arteriovenous phase, and the full circulative process of those pathological vessels were observed. The diagnostic accuracy of TRICKS angiography has been validated. Conclusion The TRICKS provides a method for imaging the change of blood flow. The vascularity in the target vascular and tumor can also be obtained. Hence TRICKS provide important information in clinical decision making.
4.Clinical Applications of Magnetic Resonance Urography Technology in Pediatric Urinary System
Mingmei GE ; Zhiqin LIU ; Yuzhen LIAO ; Xiaolin LIU ; Qiuliang WANG
Chinese Medical Equipment Journal 2004;0(08):-
Objective To discuss the inspect technique and methods of magnetic resonance urography(MRU)in pediatric urinary system. Methods 16 cases with urinary system diseases were analyzed retrospectively,including axial routine FRFSE T2WI with fat saturation and three-dimensional MRU. The three-dimensional(3D) imaging data were sent to AW4.2 workstation,then edited and reconstructed with maximum intensity projection(MIP) and rebuilt. Results 12 cases in 16 cases were congenital abnormality by MRU diagnosis,3 cases were Urinary system diseases and 1 case was normal. 10 cases in 16 cases were performed with surgical intervention,6 cases with medical treatment,which clinical diagnosis were consistent with MRU. 16 cases were accepted examination with B -ultrasonic,6 cases CT and 9 cases IVP. Diagnose accordance rates with MRU were B-ultrasonic 93.7%(15/16),CT 66.7%(4/6),IVP 66.7%(6/9).Conclusion MRU is a safe,convincible and convenient technique,which can provide high quality imaging,so it will be a kind of non-injury imaging method in diagnosing the diseases of pediatric urinary system diseases.
5.Small interfering RNA targeting vascular endothelial growth factor gone inhibits proliferation of gallbladder cancer cells: An in vitro and in vivo experiment
Huawei QU ; Yangde ZHANG ; Yuxiang CHEN ; Jinfeng ZHAO ; Mingmei LIAO ; Jiantai HE
Chinese Journal of Tissue Engineering Research 2010;14(2):258-261
BACKGROUND: Previous studies demonstrated that proliferation of cancer cells can be inhibited via RNA interference on the expression of vascular endothelial growth factor (VEGF). However, few studies report RNA interference on the expression of VEGF in gallbladder carcinoma, OBJECTIVE: To design and screen shRNA targeting VEGF, and to observe the effect of small interfering RNA targeting on proliferation of gallbladder cancer cells. METHODS: The VEGF-shRNA fragment was synthetized and connected with pCYU6/GFP/Neo-shRNA plasmid vector, shRNA was transfected into gallbladder cancer cells. The gallbladder carcinoma models of nude mice were prepared and randomly divided into blank control, negative control and experimental groups, With 6 animals in each group. ShRNA was injected into tumor. Cell growth was detected by fluorescence microscope MTT. The RNA interference efficiency was examined by fluorescent quantitative RT-PCR. Changes of tumor volume were also observed. RESULTS AND CONCLUSION: Gallbladder cancer cells ware shrunk with round shapes and a part of cells were dead after RNA interference on VEGF. shRNA-VEGF1 and shRNA-VEGF2 could signiticently inhibit mRNA gene expression of VEGF, the inhibition ratio was 86% and 82%, respectively. The tumor volume of the experimental group was smaller than the other groups, with slowly growth (P < 0.05). No obvious changes were found in the blank control and negative control groups. The constructed hVEGF-shRNA vector markedly decreases VEGF gene expression and inhibits cellular proliferation, eventually, to treat gallbladder cancer.
6.Clinical Application of Diffusion-weighted MRI of Encephalic Infectious Disease
Xiaolin LIU ; Mingmei GE ; Zhiqin LIU ; Qiuliang WANG ; Min LI ; Yuzhen LIAO
Chinese Medical Equipment Journal 2004;0(09):-
Objective To assess clinical applications of using diffusion-weighted imaging(DWI) in encephalic infection diseases.Methods 10 patients with encephalic infection diseases were investigated from September 2004 to June 2007.All patients underwent routine MRI and single-shoot DWI in which the thickness and space of routine MRI agreed with DWI.The ADC values at infection focus and opposite normal region were measured.Results Among the 10 cases,seven of them showed decreased ADC value when DWI presented hyper-intensity;whereas the other three,whose chronic infection were long-term,had increased ADC value while DWI presented iso-/hypo-intensity.Conclusion MRI diffusion-weighted imaging plays an important role in the diagnosis of encephalic infection diseases.
7.Machine learning model predicts the occurrence of acute kidney injury after open surgery for abdominal aortic aneurysm repair.
Chang SHENG ; Mingmei LIAO ; Haiyang ZHOU ; Pu YANG
Journal of Central South University(Medical Sciences) 2023;48(2):213-220
OBJECTIVES:
Abdominal aortic aneurysm is a pathological condition in which the abdominal aorta is dilated beyond 3.0 cm. The surgical options include open surgical repair (OSR) and endovascular aneurysm repair (EVAR). Prediction of acute kidney injury (AKI) after OSR is helpful for decision-making during the postoperative phase. To find a more efficient method for making a prediction, this study aims to perform tests on the efficacy of different machine learning models.
METHODS:
Perioperative data of 80 OSR patients were retrospectively collected from January 2009 to December 2021 at Xiangya Hospital, Central South University. The vascular surgeon performed the surgical operation. Four commonly used machine learning classification models (logistic regression, linear kernel support vector machine, Gaussian kernel support vector machine, and random forest) were chosen to predict AKI. The efficacy of the models was validated by five-fold cross-validation.
RESULTS:
AKI was identified in 33 patients. Five-fold cross-validation showed that among the 4 classification models, random forest was the most precise model for predicting AKI, with an area under the curve of 0.90±0.12.
CONCLUSIONS
Machine learning models can precisely predict AKI during early stages after surgery, which allows vascular surgeons to address complications earlier and may help improve the clinical outcomes of OSR.
Humans
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Aortic Aneurysm, Abdominal/complications*
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Endovascular Procedures/methods*
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Retrospective Studies
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Blood Vessel Prosthesis Implantation/adverse effects*
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Acute Kidney Injury/etiology*
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Machine Learning
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Treatment Outcome
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Postoperative Complications/etiology*
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Risk Factors