1.Parametric imaging of contrast-enhanced ultrasound for hepatocellular carcinoma and focal nodular hyperplasia
Yan WANG ; Huixiong XU ; Manxia LIN ; Xiaoyan XIE ; Mingde Lü
Chinese Journal of Ultrasonography 2011;20(4):298-302
Objective To investigate the usefulness of parametric imaging of contrast-enhanced ultrasound(CEUS) in evaluating hepatocellular carcinoma ( HCC) and focal nodular hyperplasia(FNH). Methods Thirty clinically or pathologically proven HCCs and 30 pathologically proven FNHs that had undergone CEUS were randomly included. SonoLiver CAP software were used to quantitatively anlalyze the CEUS and reconstruct DVP parametric images. Results The rise time, time to peak and mean transit time in HCC and FNH were (16. 7 ± 11. 1)s and (21.9±9. 0)s (P = 0. 052) ,(29. 9 ± 14. l)s and (33. 2 ±11.1)s ( P =0. 322), (115. 0±90. 9)s and (271. 5 ± 147. 6)s ( P = 0. 000),respectively. The perfusion index was 90. 4 + 102. 5 in HCC and 42. 6 + 37. 1 in FNH( P = 0. 022). DVP curve and DVP parametric image could both be divided into three types: washout, non-washout and cystic type. In DVP curve, the percentages of which were 76. 7% (23/30),20. 0% (6/30),3. 3% (1/30) in HCC, and 43. 3% (13/30) , 53. 3% (16/30) , 3. 3%(l/30) in FNH,respectively ( P = 0. 023). In DVP parametric image, the percentages of which were 66. 7%(20/30) ,30. 0%(9/30) ,3. 3%(l/30) in HCC,and 33. 3%(10/30) ,60. 0%(18/30) ,6. 7%(2/30) in FNH,respectively ( P = 0. 033). 30. 0% (9/30) of FNH had a clear spoke-wheel pattern in DVP parametric image. Conclusions In parametric imaging of CEUS, the mean transit time of HCC was shorter than that of FNH,and the perfusion index of HCC was higher than that of FNH. The DVP parametric image can display the rapid change and detail of the enhancement clearly.
2.Testicular adrenal rests tumor:sonographic features
Manxia, LIN ; Jianyao, LYU ; Xiaoyan, XIE ; Mingde, LV
Chinese Journal of Medical Ultrasound (Electronic Edition) 2015;(3):233-237
Objective To evaluate the sonographic features of testicular adrenal rests tumors in minor males. Methods The sonographic feature of pathologically or clinically confirmed testicular adrenal rests tumor in 13 minor males was retrospectively analyzed;we analyzed the number, morphology and size of affected testis; the involvement of testicular mediastinum; lesion location; the growth pattern, shape, boundaries, size, internal echo and blood supply of lesions. Results All of the 13 cases were bilateral and there were 26 lesions in all, 5 cases (5/13, 39%) had normal testicular size and morphology, testicular mediastinum were seen in 12 cases (12/13, 92%);26 (26/26, 100%) TARTs were all located near the testicular mediastinum or the testis hilar;21 (21/26, 81%) lesions had irregular shape while 5 (5/26, 19%) lesions were round;26 (26/26, 100%) lesions all had clear boundary but had no echo envelope;the lesion size was (1.5 ± 1.0) cm in average;13 (13/26 , 50%) lesions showed homogeneous hypoecho, 11 (11/26, 42%) lesions showed inhomogeneous hypoecho and 2 (2/26, 8%) lesions showed inhomogeneous isoecho; 19 (19/26,73%) lesions displayed rich blood supply and 7 (7/26, 27%) lesions displayed scarce blood supply. Conclusion The sonographic appearance of TART in minor males was characteristic, ultrasonography has important clinical value.
3.Contrast-enhanced ultrasound for the complex cystic focal liver lesions:diagnostic performance and Interobserver agreement
Manxia LIN ; Huixiong XU ; Mingde Lü ; Xiaoyan XIE ; Lida CHEN ; Zuofeng XU ; Guangjian LIU ; Xiaohua XIE
Chinese Journal of Ultrasonography 2009;18(1):41-45
Objective To evaluate the diagnostic performance of real-time contrast-enhanced ultrasound (CEUS)in characterizing complex cystic focal liver lesions(FLLs).Methods Sixty seven complex cystic FLLs in 65 patients were examined with baseline ultrasound(BUS)and CEUS.BUS and CEUS images were reviewed by a resident radiologist and a staff radiologist independently.Diagnostic performance was evaluated using receiver operating characteristic(ROC)analysis and the interobserver agreement was analyzed by weighted k statistics.Results After ROC analysis,the areas under the ROC curve(Az)were 0.917 for the staff radiologist and 0.774(P=0.044)for the resident radiologist on BUS,and were 0.935 and 0.922(P=0.42)on CEUS.A significant difference in Az between BUS and CEUS was found for the resident radiologist(0.774 versus 0.922,P=0.047),whereas not found for the staff radiologist(0.917 versus 0.935,P=0.38).Better results of specific diagnosis were obtained on CEUS[28.4%(19/67)before versus 58.2%(39/67)after review of CEUS images for resident radiologist,and 26.9%(18/67)versus 76.1%(51/67)for staff radiologist,both P<0.001].Interobserver agreement was improved after review of CEUS images[K=0.325(95%confidence interval:0.214-0.436)on BUS versus k=0.774(95%confidence interval:0.688-0.860)on CEUS].Conclusions Real-time CEUS improves the capability of discrimination between malignant and benign lesions and specific characterization for complex cystic FLLs,as well as the interobserver agreement.
4.Influencing factors of quality of shear wave elastography image of focal liver lesions and a reproducibility study
Wenshuo TIAN ; Manxia LIN ; Xiaoyan XIE ; Guangliang HUANG ; Wei WANG ; Baoxian LIU ; Mingde LYU
Chinese Journal of Ultrasonography 2015;(4):307-310
Objective To investigate the influencing factors of quality of shear wave elastography (SWE) image and the reproducibility of using SWE for focal liver lesions .Methods A total number of 289 consecutive patients with 305 lesions (the lesions could be detected on baseline ultrasound with intercostals approach ,and the depth of lesion was less than 10 cm) were undergone SWE examination .The SWE values of both lesion and adjacent liver parenchyma were measured .The quality of images was classified into three grades:“Good” ,“Common” ,and “Poor” .The depth of lesion ,the distance from body surface to liver capsule ,diameter and location of lesion were compared among three groups .Twenty consecutive patients with 20 lesions were performed SWE by two operators and another 20 consecutive patients with 20 lesions were performed SWE by one operator at different time .Intra‐class correlation coefficient was used to evaluate the reproducibility of inter‐ and intra‐ observer .Results A total number of 179 lesions were“Good” ,107“Common” and 19 “Poor” .The distance from body surface to liver capsule was significantly different among three groups [(Good (1 3.4 ± 0 3.5)cm ,Common (1 6.3 ± 0 3.6)cm ,Poor (1 8.7 ± 0 3.9)cm , P < 0 0.01] .No significant difference was found for the depth ,diameter and location of lesions among three groups .For all parameters of SWE both lesion and adjacent parenchyma ,intra‐class correlation coefficient of inter‐and intra‐observer were higher than 0 7.5 .The reproducibility of max SWE value was best of four elasticity parameters for lesion ,which intra‐class correlation coefficient of inter‐and intra‐observer was 0 9.0 and 0 9.6 ,respectively .Conclusions For focal liver lesions which could be detected on baseline ultrasound and the depth of lesions was less than 10 cm ,SWE could be used to evaluate elasticity characteristics with good feasibility and reproducibility .
5.Evaluating laser ablation of rabbit liver tissue in vitro and in vivo
Manxia LIN ; Ming XU ; Guangliang HUANG ; Xiaoyan XIE ; Shuguang ZHENG ; Baoxian LIU ; Mingde LYU
Chinese Journal of Hepatobiliary Surgery 2014;20(3):212-215
Objective To evaluate the ablation zone and temperature changes in the liver caused by laser ablation in vitro and in vivo.Methods Single needle single point laser ablation was performed in vitro with porcine liver using 5 W and 7 W-power and in vivo with rabbit liver using 5 W-power.All energy outputs were 1 800 J.The ablation zone and temperature changes were evaluated.Results Coagulation caused by laser ablation was divided into a black carbonized area and a brown white necrotic area from inside to out,respectively.The mean in vitro ablation range obtained by 5 W and 7 W-power laser ablation was 1.9 cm × 1.2 cm × 1.2 cm and 2.5 cm × 1.5 cm × 1.5 cm,respectively.The mean in vitro black carbonized range obtained by 5 W and 7 W-power laser ablation was 1.1 cm × 0.5 cm × 0.5 cm and 1.4 cm × 0.7 cm ×0.7 cm,respectively.The average maximum temperature using 5 W-power was 243.57 ℃,62.47 ℃ and 34.27 ℃ in the ablation center,5 mm from the center,and 10 mm from the center,respectively.For in vivo liver experimentation,the average maximum temperature using 5 W-power was 62.26 ℃ and 44.35 ℃5 mm and 10 mm from the center,respectively.Conclusion Laser ablation can cause coagulation necrosis of the liver tissue in vitro and in vivo,and the ablation range increased with increasing power.Laser ablation may have potential use in the ablation of tumor localized in critical sites.
6.Identification of chromosomal imbalances in pancreatic carcinoma using comparative genomic hybridization.
Moubin LIN ; Duan CAI ; Mingde LUO
Chinese Medical Journal 2003;116(8):1156-1160
OBJECTIVETo identify genetic abnormalities in primary pancreatic carcinoma in humans.
METHODSComparative genomic hybridization (CGH) was used to investigate genomic imbalances in 27 cases of pancreatic carcinomas. Multiple deletions and gains were observed in all tumor specimens.
RESULTSLosses affecting chromosomes 9p, 17p, 4q and 6p and gains involving 8q, 7q, 3q and 1q were commonly observed.
CONCLUSIONSThere are multiple regions of chromosomes with changes copy number in pancreatic carcinoma. The altered chromosomal regions may contain several candidate genes which are involved in the development and progress of pancreatic carcinogenesis.
Adult ; Aged ; Chromosome Aberrations ; Chromosome Disorders ; Female ; Humans ; Male ; Middle Aged ; Nucleic Acid Hybridization ; Pancreatic Neoplasms ; genetics
7.Imaging features on contrast-enhanced ultrasound and pathological analysis of combined hepatocellular cholangiocarcinoma
Jieyi YE ; Xiaoyan XIE ; Yuan LIN ; Wei WANG ; Xiaowen HUANG ; Mingde LYU ; Guangliang HUANG
Chinese Journal of Ultrasonography 2017;26(4):311-314
Objective To evaluate the correlation between the imaging features on contrast-enhanced ultrasound (CEUS) and pathological characteristics of combined hepatocellular-cholangiocarcinoma (CHC).Methods Forty patients with pathologically proven hepatic CHC were evaluated,the CEUS imaging findings and pathological characteristics of CHC were retrospectively analyzed.Results On CEUS,peripheral irregular rim-like enhancement,diffuse heterogeneous enhancement and diffuse homogeneous enhancement were illustrated in 13(32.5 %),21 (52.5 %) and 6(15.0%) lesions,respectively.Pathological findings showed that HCC-predominance,CC-predominant,and similar proportions of the two components were illustrated in 16 (40.0 %),19 (47.5 %) and 5 (12.5 %) cases,respectively.The presence of necrosis were illustrated in 28 (70.0%) cases.On CEUS,when the enhancement pattern was peripheral irregular rim-like enhancement,CC-predominance and necrosis were presented in 11(84.6%) and 10(76.9%) cases,respectively.When the enhancement pattern was diffuse heterogeneous enhancement,CC-predominance and necrosis were presented in 11(52.4%) and 18(85.7%) cases,respectively.When the enhancement pattern was diffuse homogeneous enhancement,HCC-predominance and necrosis were presented in 4(66.6%) and 0 (0%) cases,respectively.There were significant differences in relative proportion of HCC,CC components and tumor necrosis among the three types of enhancement pattern on CEUS (P =0.009 and P < 0.001).When CHCs were ≤ 5 cm,peripheral irregular rim-like enhancement,diffuse heterogeneous enhancement and diffuse homogeneous enhancement were illustrated in 5,3 and 5 cases,respectively.When CHCs were >5 cm,peripheral irregular rim-like enhancement,diffuse heterogeneous enhancement and diffuse homogeneous enhancement were illustrated in 8,18 and 1 cases,respectively.There were significant differences in the three types of enhancement pattern between lesion size of ≤5 cm and >5 cm on CEUS (P =0.006).Conclusions The imaging findings of CHC on CEUS depends on the relative proportions of HCC and CC component and on size-dependent patterns.
8.Analysis of complication associated with Ultrasound-guided percutaneous RFA for hepatic cellular carcinoma
Xiaoer ZHANG ; Guangliang HUANG ; Xiaoyan XIE ; Ming XU ; Baoxian LIU ; Jieyi YE ; Mingde LYU ; Manxia LIN
Journal of Chinese Physician 2017;19(6):804-806
Objective To evaluate the safety and effective of ultrasound-guide percutaneous radio frequency ablation (RFA).Methods Retrospectively analyze the incident,management and influence factors of complication of ultrasound-guide percutaneous RFA.Results From 2001 to 2011,536 patients with 762 lesions underwent RFA were enrolled in this study.Incident of RFA complication was 2.03% (11/536),including 5 (0.92%) major complication.The complication covered fever (1 case),massive hydrothorax (2 cases),hydrothorax accompany with ascites (1 case),massive ascites (1 case),liver abscess (1 case),liver capsule hemorrhage (1 case) and hemothrorax (1 case).No RFA relate mortality was observed.According to logistics regression analysis,the liver function Child-Pugh grading was associated with the RFA complication (P =0.005).Conclusions Ultrasound-guide percutaneous RFA is a safe and effective local treatment approach for hepatocellular carcinoma.It's necessary to comprehensively think over the basic condition of patients and the characters of tumor such as tumor location,size and abutting organs.Nevertheless,an appropriate treatment plan and closely monitor during and after RFA are crucial.
9.Activity prediction of human cytochrome P450 inhibitors based on multiple deep learning and machine learning methods
Mingde LIN ; Weijie HAN ; Xiaohe XU ; Xiaowen DAI ; Yadong CHEN
Journal of China Pharmaceutical University 2023;54(3):333-343
Inhibition of human cytochrome P450 (CYP) can lead to drug-drug interactions, resulting in serious adverse reactions.It is therefore crucial to accurately predict the inhibitory power of a given compound against a particular CYP isoform.This study compared 11 machine learning methods and 2 deep learning models based on different molecular representations.The experimental results showed that the CatBoost machine learning model based on RDKit_2d+Morgan outperformed other models in terms of accuracy and Mathews coefficient, and even outperformed previously published models.Moreover, the experimental results also showed that the CatBoost model not only had superior performance, but also consumed less computational resources.Finally, this study combined the top 3 performing models as co_model, which slightly outperformed the CatBoost model alone in terms of performance.
10.Contrast-enhanced sonographic features of low grade and high grade dysplastic nodules in cirrhotic liver
Manxia LIN ; Huixiong XU ; Xiaoyan XIE ; Mingde Lü ; Zhi LI ; Xiaohua XIE ; Zuofeng XU ; Guangjian LIU ; Lida CHEN
Chinese Journal of Ultrasonography 2009;18(12):1057-1060
Objective To investigate the features of low grade dysplastic nodule(LGDN)and high grade dysplastic nodule(HGDN)in cirrhotic liver on the baseline ultrasound(BUS)and contrast-enhanced ultrasound (CEUS).Methods Seventeen LGDNs and 16 HGDNs which were pathologically proved underwent baseline and CEUS examination.CEUS was performed with contrast pulse sequence(CPS)and contrast harmonic imaging (CHI)and used SonoVue as contrast agent.Results Significant differences(all P>0.05)were not shown between LGDN and HGDN for manifestations on both the BUS and CEUS.After contrast agent injected, hyperenhancement in arterial phase and hyper-or iso-enhancement in late phase,hypo-enhancement in early arterial phase and iso-enhancement through late arterial,portal and late phase,hyper-enhancement in arterial phase and hypo-enhancement in late phase,iso-enhancement in arterial,portal and late phase,iso-enhancement in arterial phase and hypo-enhancement in late phase were showed in 10(30.3%),10(30.3%),8(24.3%),4(12.1%),1(3.0%)cases of DN, respectively.Conclusions LGDN and HGDN displayed similar feature on both the BUS and CEUS.There were complicated manifestations of DN on the CEUS and the main contrast-enhanced sonographic feature of DN was,different from regenerative nodule and hepatocellular carcinoma.CEUS was helpful in diagnosing DN in cirrhotic liver.