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Yin, Meng

0000-0001-6778-192X

Mayo Clinic

Department of Radiology, Mayo Clinic, Rochester, MN, USA.

Citations 44

3D MR Elastography of Hepatocellular Carcinomas as a Potential Biomarker for Predicting Tumor Recurrence
Shan, Qungang , Yang, Hao , Kuang, Sichi , He, Bingjun , Zhang, Yao , Chen, Jingbiao , Zhang, Tianhui , Glaser, Kevin J. , Yin, Meng , Venkatesh, Sudhakar K. , Venkatesh, Sudhakar K , Yin, Meng , Wang, Jin , Liu, Yong , Zhu, Cairong , Chen, Jun , Ehman, Richard L.

Journal of Magnetic Resonance Imaging | September 8, 2018 | Volume: 49 | Issue: 3 | Pages: 719-730

10.1002/jmri.26250 Get It

BackgroundPreoperative prediction of tumor recurrence is important in the management of patients with hepatocellular carcinoma (HCC).PurposeTo investigate whether tumor stiffness derived by magnetic resonance elastography (MRE) could predict early recurrence of HCC after hepatic resection.Study TypeRetrospective.PopulationIn all, 99 patients with pathologically confirmed HCCs after surgical resection.Field Strength/Sequence3.0T; preoperative MRE with 60‐Hz mechanical vibrations using an active acoustic driver.AssessmentRegions of interest (ROIs) were manually drawn in the tumors to measure mean tumor stiffness. Surgical specimens were reviewed for histological grade, capsule, vascular invasion, and surgical margins. The early recurrence of HCC was defined as that occurring within 2 years after resection.Statistical TestsCox proportional hazard models were used to evaluate risk factors associated with the time to early recurrence.ResultsHCCs with recurrence had higher tumor stiffness, higher rate of advanced T stage, vascular invasion, lower rate of capsule formation, larger tumor size, higher aspartate aminotransferase (AST), and hepatitis B virus (HBV)‐DNA level and aspartate aminotransferase / alanine aminotransferase ratio (P = 0.031, 0.007, 0.01, <0.001, 0.015, 0.034, 0.01, and 0.014, respectively) than HCCs without recurrence. Vascular invasion (hazard ratio [HR] = 2.922; 95% confidence interval [CI]: [1.079, 7.914], P = 0.035) and mean tumor stiffness (HR = 1.163; 95% CI: [1.055, 1.282], P = 0.002) were risk factors associated with early recurrence. Each 1‐kPa increase in tumor stiffness was associated with a 16.3% increase in the risk for tumor recurrence.Data ConclusionThe mean stiffness of HCCs may be a useful, noninvasive, quantitative biomarker for the prediction of early HCC recurrence after hepatic resection.Level of Evidence: 4Technical Efficacy: Stage 5J. Magn. Reson. Imaging 2019;49:719–730.
Assessment of advanced hepatic MR elastography methods for susceptibility artifact suppression in clinical patients
Wang, Jin , Glaser, Kevin J. , Zhang, Tianhui , Shan, Qungang , He, Bingjun , Yin, Meng , Dzyubak, Bogdan , Kugel, Jennifer L., Kruse, Scott A., Grimm, Roger C., Venkatesh, Sudhakar K. , Dzyubak, Bogdan , Venkatesh, Sudhakar K , Yin, Meng , Chen, Jun , Ehman, Richard L.

Journal of Magnetic Resonance Imaging | August 12, 2017 | Volume: 47 | Issue: 4 | Pages: 976-987

10.1002/jmri.25818 Get It

PurposeTo assess the success rate, image quality, and the ability to stage liver fibrosis of a standard 2D gradient‐recalled echo (GRE) and four different spin‐echo (SE) magnetic resonance elastography (MRE) sequences in patients with different liver iron concentrations.Materials and MethodsA total of 332 patients who underwent 3T MRE examinations that included liver fat and iron quantification were enrolled, including 136 patients with all five MRE techniques. Thirty‐four patients had biopsy results for fibrosis staging. The liver stiffness, region of interest area, image quality, and success rate of the five sequences were compared in 115/136 patients. The area under the receiver operating characteristic curves (AUCs) and the accuracies for diagnosing early‐stage fibrosis and advanced fibrosis were compared. The effect of BMI (body mass index), the R2* relaxation time, and fat fraction on the image quality and liver stiffness measurements were analyzed.ResultsThe success rates were significantly higher in the four SE sequences (99.1–100%) compared with GRE MRE (85.3%) (all P < 0.001). There were significant differences of the mean ROI area between every pair of sequences (all P < 0.0001). There were no significant differences in the AUC of the five MRE sequences for discriminating advanced fibrosis (10 P‐values ranging from 0.2410–0.9171). R2* had a significant effect on the success rate and image quality for the noniron 2D echo‐planar imaging (EPI), 3D EPI and 2D GRE (all P < 0.001) sequences. BMI had a significant effect on the iron 2D EPI (P = 0.0230) and iron 2D SE (P = 0.0040) sequences.ConclusionAll five techniques showed good diagnostic performance in staging liver fibrosis. The SE MRE sequences had higher success rates and better image quality than GRE MRE in 3T clinical hepatic imaging.Level of Evidence: 3Technical Efficacy: Stage 5J. Magn. Reson. Imaging 2018;47:976–987.
Magnetic resonance elastography measured shear stiffness as a biomarker of fibrosis in pediatric nonalcoholic fatty liver disease
Schwimmer, Jeffrey B. , Behling, Cynthia , Angeles, Jorge E., Paiz, Melissa, Durelle, Janis, Africa, Jonathan A. , Newton, Kimberly P. , Brunt, Elizabeth M. , Lavine, Joel E. , Abrams, Stephanie H., Masand, Prakash, Krishnamurthy, Rajesh , Wong, Kelvin, Yin, Meng , Glaser, Kevin J. , Wolfson, Tanya, Gamst, Anthony, Hooker, Jonathan , Haufe, William, Schlein, Alexandra , Hamilton, Gavin , Middleton, Michael S. , Dzyubak, Bogdan , Ehman, Richard L. , Hamilton, Gavin , Sirlin, Claude B. , Schwimmer, Jeffrey B , Yin, Meng

Hepatology | May 11, 2017 | Volume: 66 | Issue: 5 | Pages: 1474-1485

10.1002/hep.29241 Get It

Magnetic resonance elastography (MRE) is a promising technique for noninvasive assessment of fibrosis, a major determinant of outcome in nonalcoholic fatty liver disease (NAFLD). However, data in children are limited. The purpose of this study was to determine the accuracy of MRE for the detection of fibrosis and advanced fibrosis in children with NAFLD and to assess agreement between manual and novel automated reading methods. We performed a prospective, multicenter study of two‐dimensional (2D) MRE in children with NAFLD. MR elastograms were analyzed manually at two reading centers, and using a new automated technique. Analysis using each approach was done independently. Correlations were determined between MRE analysis methods and fibrosis stage. Thresholds for classifying the presence of fibrosis and of advanced fibrosis were computed and cross‐validated. In 90 children with a mean age of 13.1 ± 2.4 years, median hepatic stiffness was 2.35 kPa. Stiffness values derived by each reading center were strongly correlated with each other (r = 0.83). All three analyses were significantly correlated with fibrosis stage (center 1, ρ = 0.53; center 2, ρ = 0.55; and automated analysis, ρ = 0.52; P < 0.001). Overall cross‐validated accuracy for detecting any fibrosis was 72.2% for all methods (95% confidence interval [CI], 61.8%‐81.1%). Overall cross‐validated accuracy for assessing advanced fibrosis was 88.9% (95% CI, 80.5%‐94.5%) for center 1, 90.0% (95% CI, 81.9%‐95.3%) for center 2, and 86.7% (95% CI, 77.9%‐92.9%) for automated analysis. Conclusion : 2D MRE can estimate hepatic stiffness in children with NAFLD. Further refinement and validation of automated analysis techniques will be an important step in standardizing MRE. How to best integrate MRE into clinical protocols for the assessment of NAFLD in children will require prospective evaluation. (H epatology 2017;66:1474–1485)
Diagnostic Performance of MR Elastography and Vibration-controlled Transient Elastography in the Detection of Hepatic Fibrosis in Patients with Severe to Morbid Obesity
Yin, Meng , Talwalkar, Jayant A., Oudry, Jennifer, Glaser, Kevin J. , Smyrk, Thomas C. , Miette, Véronique , Sandrin, Laurent , Chen, Jun , Ehman, Richard L. , Miette, Veronique , Yin, Meng

Radiology | November 18, 2016 | Volume: 283 | Issue: 2 | Pages: 418-428

10.1148/radiol.2016160685 Get It

Ezetimibe for the treatment of nonalcoholic steatohepatitis: Assessment by novel magnetic resonance imaging and magnetic resonance elastography in a randomized trial (MOZART trial)
Loomba, Rohit , Sirlin, Claude B. , Ang, Brandon, Bettencourt, Ricki , Jain, Rashmi , Salotti, Joanie, Soaft, Linda, Hooker, Jonathan , Bhatt, Archana, Hernandez, Laura, Nguyen, Phirum, Noureddin, Mazen , Haufe, William, Hooker, Catherine A., Yin, Meng , Valasek, Mark A. , Brenner, David A. , Richards, Lisa , Kono, Yuko , Ehman, Richard L. , Lin, Grace , Sirlin, Claude B. , Loomba, Rohit , Yin, Meng

Hepatology | December 9, 2014 | Volume: 61 | Issue: 4 | Pages: 1239-1250

10.1002/hep.27647 Get It

Ezetimibe inhibits intestinal cholesterol absorption and lowers low‐density lipoprotein cholesterol. Uncontrolled studies have suggested that it reduces liver fat as estimated by ultrasound in nonalcoholic steatohepatitis (NASH). Therefore, we aimed to examine the efficacy of ezetimibe versus placebo in reducing liver fat by the magnetic resonance imaging‐derived proton density‐fat fraction (MRI‐PDFF) and liver histology in patients with biopsy‐proven NASH. In this randomized, double‐blind, placebo‐controlled trial, 50 patients with biopsy‐proven NASH were randomized to either ezetimibe 10 mg orally daily or placebo for 24 weeks. The primary outcome was a change in liver fat as measured by MRI‐PDFF in colocalized regions of interest within each of the nine liver segments. Novel assessment by two‐dimensional and three‐dimensional magnetic resonance elastography was also performed. Ezetimibe was not significantly better than placebo at reducing liver fat as measured by MRI‐PDFF (mean difference between the ezetimibe and placebo arms ‐1.3%, P = 0.4). Compared to baseline, however, end‐of‐treatment MRI‐PDFF was significantly lower in the ezetimibe arm (15%‐11.6%, P < 0.016) but not in the placebo arm (18.5%‐16.4%, P = 0.15). There were no significant differences in histologic response rates, serum alanine aminotransferase and aspartate aminotransferase levels, or longitudinal changes in two‐dimensional and three‐dimensional magnetic resonance elastography‐derived liver stiffness between the ezetimibe and placebo arms. Compared to histologic nonresponders (25/35), histologic responders (10/35) had a significantly greater reduction in MRI‐PDFF (‐4.35 ± 4.9% versus ‐0.30 ± 4.1%, P < 0.019). Conclusions : Ezetimibe did not significantly reduce liver fat in NASH. This trial demonstrates the application of colocalization of MRI‐PDFF‐derived fat maps and magnetic resonance elastography‐derived stiffness maps of the liver before and after treatment to noninvasively assess treatment response in NASH. (H epatology 2015;61:1239–1250)
Chronic passive venous congestion drives hepatic fibrogenesis via sinusoidal thrombosis and mechanical forces
Simonetto, Douglas A. , Yang, Hui‐yin, Yin, Meng , Assuncao, Thiago M. de , Kwon, Jung Hee, Hilscher, Moira , Pan, Shuchong, Yang, Liu , Bi, Yan , Cao, Sheng , Simari, Robert D., Kamath, Patrick S. , Shah, Vijay H. , Yang, Hui-yin, Beyder, Arthur , Ehman, Richard L. , Yin, Meng , Simonetto, Douglas A

Hepatology | August 20, 2014 | Volume: 61 | Issue: 2 | Pages: 648-659

10.1002/hep.27387 Get It

Chronic passive hepatic congestion (congestive hepatopathy) leads to hepatic fibrosis; however, the mechanisms involved in this process are not well understood. We developed a murine experimental model of congestive hepatopathy through partial ligation of the inferior vena cava (pIVCL). C57BL/6 and transgenic mice overexpressing tissue factor pathway inhibitor (SM22α‐TFPI) were subjected to pIVCL or sham. Liver and blood samples were collected and analyzed in immunohistochemical, morphometric, real‐time polymerase chain reaction, and western blot assays. Hepatic fibrosis and portal pressure were significantly increased after pIVCL concurrent with hepatic stellate cell (HSC) activation. Liver stiffness, as assessed by magnetic resonance elastography, correlated with portal pressure and preceded fibrosis in our model. Hepatic sinusoidal thrombosis as evidenced by fibrin deposition was demonstrated both in mice after pIVCL as well as in humans with congestive hepatopathy. Warfarin treatment and TFPI overexpression both had a protective effect on fibrosis development and HSC activation after pIVCL. In vitro studies show that congestion stimulates HSC fibronectin (FN) fibril assembly through direct effects of thrombi as well as by virtue of mechanical strain. Pretreatment with either Mab13 or Cytochalasin‐D, to inhibit β‐integrin or actin polymerization, respectively, significantly reduced fibrin and stretch‐induced FN fibril assembly. Conclusion : Chronic hepatic congestion leads to sinusoidal thrombosis and strain, which in turn promote hepatic fibrosis. These studies mechanistically link congestive hepatopathy to hepatic fibrosis. (H epatology 2015;61:648‐659)
Hepatic and splenic stiffness augmentation assessed with MR elastography in an in vivo porcine portal hypertension model
Yin, Meng , Kolipaka, Arunark , Woodrum, David A. , Glaser, Kevin J. , Romano, Anthony J., Talwalkar, Jayant A., Araoz, Philip A. , McGee, Kiaran P. , Anavekar, Nandan S., Manduca, Armando , Ehman, Richard L. , Yin, Meng

Journal of Magnetic Resonance Imaging | February 15, 2013 | Volume: 38 | Issue: 4 | Pages: 809-815

10.1002/jmri.24049 Get It

PurposeTo investigate the influence of portal pressure on the shear stiffness of the liver and spleen in a well‐controlled in vivo porcine model with magnetic resonance elastography (MRE). A significant correlation between portal pressure and tissue stiffness could be used to noninvasively assess increased portal venous pressure (portal hypertension), which is a frequent clinical condition caused by cirrhosis of the liver and is responsible for the development of many lethal complications.Materials and MethodsDuring multiple intraarterial infusions of Dextran‐40 in three adult domestic pigs in vivo, 3D abdominal MRE was performed with left ventricle and portal catheters measuring blood pressure simultaneously. Least‐squares linear regressions were used to analyze the relationship between tissue stiffness and portal pressure.ResultsLiver and spleen stiffness have a dynamic component that increases significantly following an increase in portal or left ventricular pressure. Correlation coefficients with the linear regressions between stiffness and pressure exceeded 0.8 in most cases.ConclusionThe observed stiffness–pressure relationship of the liver and spleen could provide a promising noninvasive method for assessing portal pressure. Using MRE to study the tissue mechanics associated with portal pressure may provide new insights into the natural history and pathophysiology of hepatic diseases and may have significant diagnostic value in the future. J. Magn. Reson. Imaging 2013;38:809–815. © 2013 Wiley Periodicals, Inc.
MR elastography of the human abdominal aorta: A preliminary study
Glaser, Kevin J. , Yin, Meng , Rossman, Phillip J. , Xu, Lei , Chen, Jun , Ehman, Richard L. , Yin, Meng

Journal of Magnetic Resonance Imaging | January 31, 2013 | Volume: 38 | Issue: 6 | Pages: 1549-1553

10.1002/jmri.24056 Get It

PurposeTo investigate the feasibility of using MR elastography (MRE) for the evaluation of the stiffness of in vivo aortic wall.Materials and MethodsTo validate the experimental approach for imaging the aorta in vivo, a gel phantom with an embedded porcine aorta was imaged in the presence of fluid flow within the aorta. The potential changes in the elasticity of the vessel wall with changes in pressure were investigated. The feasibility of performing MRE of abdominal aorta was assessed in five volunteers (age, 22–40 years; body mass index, 21.5–25.2 kg/m2). The pulse‐gated cine MRE technique was used to study the wave propagation along the aorta throughout the cardiac cycle and provide estimates of aortic stiffness in diastole.ResultsIn the phantom study, the wave propagation was well visualized within the porcine aorta embedded in the gel phantom. An increase of the Young's modulus‐wall thickness (E*t) product with the increase in static pressure was observed. In the in vivo study, the waves were well visualized within the lumen of abdominal aorta in the five volunteers in diastolic phase, but they were not well visualized during systole.ConclusionMRE is feasible for noninvasively assessing the stiffness of the abdominal aorta and merits further investigation. J. Magn. Reson. Imaging 2013;38:1549–1553. © 2013 Wiley Periodicals, Inc.
Automated liver stiffness measurements with magnetic resonance elastography
Dzyubak, Bogdan , Glaser, Kevin J. , Yin, Meng , Talwalkar, Jayant A., Chen, Jun , Manduca, Armando , Ehman, Richard L. , Dzyubak, Bogdan , Yin, Meng

Journal of Magnetic Resonance Imaging | December 21, 2012 | Volume: 38 | Issue: 2 | Pages: 371-379

10.1002/jmri.23980 Get It

PurposeTo provide a fully automated algorithm for obtaining stiffness measurements from hepatic magnetic resonance elastography (MRE) images that are consistent with measurements performed by expert readers.Materials and MethodsAn initial liver contour was found using an adaptive threshold and expanded using an active contour to select a homogeneous area of the liver. The confidence map generated during the stiffness calculation was used to select a region of reliable wave propagation. The average stiffness within the automatically generated region of interest (ROI) was compared to measurements by two trained readers in a set of 88 clinical test cases ranging from healthy to severely fibrotic.ResultsThe stiffness measurements reported by the readers differed by −6.76% ± 22.8% (95% confidence) and had an intraclass correlation coefficient (ICC) of 0.972 (P < 0.05). The algorithm and the more experienced reader differed by 4.32% ± 14.9 with an ICC of 0.987.ConclusionThe automated algorithm performed reliably, even though MRE acquisitions often have motion artifacts present. The correlation between the automated measurements and those from the trained readers was superior to the correlation between the readers. J. Magn. Reson. Imaging 2013;38:371–379. © 2013 Wiley Periodicals, Inc.