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Yin, Meng

https://orcid.org/0000-0001-6778-192X

Mayo Clinic

Mayo Clinic

Citations 57

MR Elastography: Practical Questions, From the AJR Special Series on Imaging of Fibrosis
Yin, Meng , Ehman, Richard L.

American Journal of Roentgenology | May 10, 2023 | Volume: 222 | Issue: 1 | Pages: No page available

10.2214/ajr.23.29437 Get It

Head-to-head comparison of magnetic resonance elastography-based liver stiffness, fat fraction, and T1 relaxation time in identifying at-risk NASH
Li, Jiahui , Kalutkiewicz, Kyle, Mounajjed, Taofic, Therneau, Terry M. , Venkatesh, Sudhakar K. , Glaser, Kevin J. , Hoodeshenas, Safa , Shah, Vijay H. , Zhu, Zheng, Kalutkiewicz, Kyle J, Venkatesh, Sudhakar K , Sui, Yi , Manduca, A , Ehman, Richard , Allen, Alina M , Li, Jiahui , Lü, Xin , Zhu, Zheng Hong , Sui, Yi, Manduca, Armando , Ehman, Richard L. , Allen, Alina M. , Yin, Meng

Hepatology | April 20, 2023 | Volume: 78 | Issue: 4 | Pages: 1200-1208

10.1097/hep.0000000000000417 Get It

Background and Aims: The presence of at-risk NASH is associated with an increased risk of cirrhosis and complications. Therefore, noninvasive identification of at-risk NASH with an accurate biomarker is a critical need for pharmacologic therapy. We aim to explore the performance of several magnetic resonance (MR)-based imaging parameters in diagnosing at-risk NASH. Approach and Results: This prospective clinical trial (NCT02565446) includes 104 paired MR examinations and liver biopsies performed in patients with suspected or diagnosed NAFLD. Magnetic resonance elastography-assessed liver stiffness (LS), 6-point Dixon-derived proton density fat fraction (PDFF), and single-point saturation-recovery acquisition-calculated T1 relaxation time were explored. Among all predictors, LS showed the significantly highest accuracy in diagnosing at-risk NASH [AUCLS: 0.89 (0.82, 0.95), AUCPDFF: 0.70 (0.58, 0.81), AUCT1: 0.72 (0.61, 0.82), z-score test z >1.96 for LS vs any of others]. The optimal cutoff value of LS to identify at-risk NASH patients was 3.3 kPa (sensitivity: 79%, specificity: 82%, negative predictive value: 91%), whereas the optimal cutoff value of T1 was 850 ms (sensitivity: 75%, specificity: 63%, and negative predictive value: 87%). PDFF had the highest performance in diagnosing NASH with any fibrosis stage [AUCPDFF: 0.82 (0.72, 0.91), AUCLS: 0.73 (0.63, 0.84), AUCT1: 0.72 (0.61, 0.83), |z| <1.96 for all]. Conclusion: Magnetic resonance elastography-assessed LS alone outperformed PDFF, and T1 in identifying patients with at-risk NASH for therapeutic trials.
Early diagnosis of hepatic inflammation in Japanese nonalcoholic fatty liver disease patients using 3D MR elastography
Komiyama, Yasuyuki , Maekawa, Shinya , Osawa, Leona , Nakakuki, Natsuko, Muraoka, Masaru , Suzuki, Yuichiro , Sato, Mitsuaki, Takano, Shinichi , Fukasawa, Mitsuharu , Yamaguchi, Tatsuya , Enomoto, Nobuyuki, Maekawa, Shinya , Yin, Meng , Motosugi, Utaroh , Takada, Hitomi , Onishi, Hiroshi , Yin, Meng

Hepatology Research | November 14, 2022 | Volume: 53 | Issue: 3 | Pages: 208-218

10.1111/hepr.13858 Get It

AbstractBackgroundThe damping ratio (DR) and the loss modulus (G″) obtained by 3D MR elastography complex modulus analysis has been reported recently to reflect early intrahepatic inflammation, and is expected to be a noninvasive biomarker of inflammation in nonalcoholic fatty liver disease (NAFLD). However, the role of the DR and the G″ in Japanese NAFLD patients remains unclear.MethodsWe enrolled 39 Japanese patients with NAFLD who underwent liver biopsy and 3D MR elastography within 1 month and analyzed the association between DR, G″, and histological activity.ResultsRegarding DR, no evident correlation was observed between the DR and histological activity (p = 0.14) when patients with all fibrosis stages were included. However, when patients were restricted up to stage F2 fibrosis, the association of the DR and inflammation became significant, the DR increasing with the degree of activity (p = 0.02). Among the constituents of fibrosis activity, ballooning correlated with the DR (p < 0.01) while lobular inflammation did not. Regarding G″, it was correlated with histological activity (p < 0.01), ballooning (p < 0.01), and lobular inflammation (p < 0.01) in patients with all fibrosis stages and in patients up to F2 fibrosis (p = 0.03 for activity and p = 0.04 for ballooning). The best cutoff value of DR for hepatitis activity in patients within the F2 stage was 0.094 (area under the receiver operating characteristic curve 0.775, 95% CI: 0.529–1.000) and G″ was 0.402 (area under the receiver operating characteristic curve 0.825, 95% CI: 0.628–1.000).ConclusionsThe DR and G″ reflected the histological activity in Japanese patients with NAFLD during the early stage, indicating these values for noninvasive diagnosis of inflammation in Japanese patients with NAFLD.
Multiparametric Magnetic Resonance Imaging of the Kidneys: Effects of Regional, Side, and Hydration Variations on Functional Quantifications
Liu, Juan , Li, Chengjie , Yin, Meng , Nie, Lisha, Song, Bin , Yin, Meng , Chen, Jie , Zhang, Zhen

Journal of Magnetic Resonance Imaging | October 11, 2022 | Volume: 57 | Issue: 5 | Pages: 1576-1586

10.1002/jmri.28477 Get It

Background To standardize renal functional magnetic resonance imaging (MRI), it is important to understand the influence of side‐to‐side variation, regional variation within the organ, and hydration states in MRI and to search for variables that are not affected by those variations. Purpose To assess MRI‐based biomarkers for characterizing the kidney in healthy volunteers while considering variations in anatomic factors and hydration states. Study Type Prospective. Subjects Twenty‐five healthy volunteers (15 females and 10 males, median age 25 years). Field Strength/Sequence 3.0 T intravoxel incoherent motion diffusion‐weighted imaging, arterial spinning labeling imaging, blood oxygenation level dependent imaging, and three‐dimensional MR elastography. Assessment Functional variables were measured before and after water challenge. Regions of interest were manually drawn by two investigators (JC and ZZ, with 8‐ and 5‐year experiences in abdominal radiology) in the cortex, the medulla, and the entire kidney. The medulla/cortex ratio was calculated. Statistical Tests Paired t ‐test or Wilcoxon signed rank test; interobserver correlation coefficient; repeatability coefficients; Spearman's correlation; significance level: P < 0.05. Results Diffusion parameters were only subject to regional variation. R2*, RBF, and renal stiffness (RS) showed regional variation, side variation, and dependence on hydration states. For each side and hydration state, the cortex showed significantly higher standard apparent diffusion coefficient (sADC), higher true diffusion ( D ), lower R2*, and lower RS than the medulla. For each region at baseline, the left kidney showed significantly higher R2*, higher RS, and lower renal blood flow (RBF) than the right kidney. For each region and side, RS and RBF increased significantly while R2* decreased significantly after water intake. After introducing the intrinsic regional difference, significantly higher medulla/cortex ratio of RS remained after water intake except for RS@90 Hz in the right kidney. Data Conclusion Renal multiparametric MRI quantifications were affected by regional variation, side variation, and hydration states. Level of Evidence 2 Technical Efficacy Stage 1
Change in serial liver stiffness measurement by magnetic resonance elastography and outcomes in NAFLD
Gidener, Tolga , Dierkhising, Ross , Mara, Kristin C. , Therneau, Terry M. , Venkatesh, Sudhakar K. , Yin, Meng , Allen, Alina M. , Allen, Alina M , Venkatesh, Sudhakar K , Mara, Kristin C , Yin, Meng , Gidener, Tolga , Ehman, Richard L.

Hepatology | June 1, 2022 | Volume: 77 | Issue: 1 | Pages: 268-274

10.1002/hep.32594 Get It

Background and Aims: The impact of disease progression in NAFLD on liver outcomes remains poorly understood. We aimed to investigate NAFLD progression using longitudinal liver stiffness measurements (LSM) by serial magnetic resonance elastography (MRE) and the association with liver outcomes. Approach and Results: All adult patients with NAFLD who underwent at least two serial MREs for clinical evaluation at Mayo Clinic, Rochester, between 2007 and 2019 were identified from the institutional database. Progression and regression were defined based on LSM change of 19% above or below 19% of initial LSM, respectively, based on Quantitative Imaging Biomarker Alliance consensus. The association between change in LSM and liver‐related outcomes occurring after the last MRE was examined using time‐to‐event analysis. A total of 128 participants underwent serial MREs (53% female, median age 59 years). The median time between paired MREs was 3.4 (range 1–10.7) years. NAFLD progression (LSM = +0.61 kPa/year) was identified in 17 patients (13.3%). NAFLD regression (−0.40 kPa/year) occurred in 35 patients (27.3%). Stable LSM was noted in 76 participants (59.4%). In NAFLD without cirrhosis at baseline ( n = 75), cirrhosis development occurred in 14% of LSM progressors and 2.9% of non‐progressors ( p = 0.059) over a median 2.7 years of follow‐up from the last MRE. Among those with compensated cirrhosis at baseline MRE ( n = 29), decompensation or death occurred in 100% of LSM progressors and 19% of non‐progressors ( p < 0.001) over a median 2.5 years of follow‐up after the last MRE. Conclusions: Noninvasive monitoring of LSM by conventional MRE is a promising method of longitudinal NAFLD monitoring and risk estimation of liver‐related outcomes in NAFLD.
MR elastography of liver disease: State of the art
Glaser, Kevin J. , Talwalkar, Jayant A., Chen, Jun , Yin, Meng , Ehman, Richard L.

Applied Radiology | April 4, 2022 | Volume: No volume available | Issue: No issue available | Pages: 5-12

10.37549/ar1982 Get It

Feasibility and Reproducibility of Multifrequency Magnetic Resonance Elastography in Healthy and Diseased Pancreases
Song, Qike , Shi, Yu , Gao, Feng , Yin, Meng , Yang, Rui , Liu, Yuanyuan , Zhong, Shiling, Hong, Yang , Yin, Meng , Zhong, Shiling

Journal of Magnetic Resonance Imaging | March 25, 2022 | Volume: 56 | Issue: 6 | Pages: 1769-1780

10.1002/jmri.28158 Get It

BackgroundThe feasibility and reproducibility of multifrequency MR elastography (MRE) for diagnosing pancreatic ductal adenocarcinoma (PDAC) have not been reported.PurposeTo determine the feasibility and reproducibility of multifrequency MRE for assessing pancreatic stiffness in healthy and diseased pancreases.Study typeProspective.SubjectsA total of 40 healthy volunteers and 10 patients with PDAC were prospectively recruited between March 2018 and October 2021.Field strength/sequenceA 3.0‐T pancreatic MRE at frequencies in the order of 30, 40, 60, 80, and 100 Hz.AssessmentBody mass index (BMI) and wave distance of the healthy pancreas and PDAC were measured. Image quality was assessed using the image quality score (IQS: 1–4, ≥3 were considered diagnostic quality). Three readers independently performed the pancreatic stiffness and IQS assessments to evaluate reproducibility.Statistical testsLogistic regression analyses were performed to determine variables that influenced IQS. Statistical significance was set at P <0.05. Levels of inter‐ and intrarater agreement were assessed using intraclass correlation coefficients (ICC) and Cohen's kappa coefficient (κ). Good reproducibility was set at ICC and κ ≥ 0.8.ResultsIn logistic regression analysis, a diagnostic IQS in healthy volunteers was independently associated with a lower BMI (odds ratio [OR] = 0.89 kg/m−2), shorter wave distance (OR = 0.70 cm−1), and lower frequency (30 and 40 Hz: OR = 170.01 and 96.02). In PDAC, frequency was the only independent factor for diagnostic IQS (30–60 Hz: OR = 46.18, 46.18, and 17.20, respectively) with 100 Hz as a reference. In healthy volunteers, good reproducibility was observed at 30 and 40 Hz. In PDAC, good reproducibility was observed at 30–60 Hz.Data conclusionMRE at 30 and 40 Hz provides diagnostic wave images and reliable measurements of pancreatic stiffness in healthy volunteers. MRE at 30–60 Hz is acceptable for PDACs (IQS ≥ 3, ICC and κ ≥ 0.80).Evidence Level1Technical EfficacyStage 2
Liver Fibrosis: Counterpoint—MR Elastography Is the Noninvasive Imaging Modality of Choice for Detecting and Staging Liver Fibrosis
Li, Jiahui , Yin, Meng , Yin, Meng , Li, Jiahui

American Journal of Roentgenology | March 23, 2022 | Volume: 219 | Issue: 3 | Pages: 384-385

10.2214/ajr.22.27676 Get It

Evaluation of a PEGylated Fibroblast Growth Factor 21 Variant Using Novel Preclinical Magnetic Resonance Imaging and Magnetic Resonance Elastography in a Mouse Model of Nonalcoholic Steatohepatitis
Tang, Haiying, Li, Jiahui , Zinker, Bradley A. , Boehm, Stephanie, Mauer, Amy S. , Rex‐Rabe, Sandra, Glaser, Kevin J. , Fronheiser, Matthew, Bradstreet, Thomas E., Nakao, Yasuhiko , Petrone, Thomas, Pena, Adrienne, Villano, MacKenzie, Chow, Patrick L , Charles, Edgar D. , Hayes, Wendy, Du, Shuyan , Yin, Meng , Mauer, Amy, Ehman, Richard , Du, Shuyan , Yin, Meng , Nakao, Yasuhiko , Li, Jiahui , Malhi, Harmeet , Ehman, Richard L.

Journal of Magnetic Resonance Imaging | January 29, 2022 | Volume: 56 | Issue: 3 | Pages: 712-724

10.1002/jmri.28077 Get It

BackgroundTreatments for nonalcoholic steatohepatitis (NASH) are urgently needed. Hepatic fat fraction and shear stiffness quantified by magnetic resonance imaging (MRI‐HFF) and magnetic resonance elastography (MRE‐SS), respectively, are biomarkers for hepatic steatosis and fibrosis.PurposeThis study assessed the longitudinal effects of fibroblast growth factor 21 variant (polyethylene glycol [PEG]‐FGF21v) on MRI‐HFF and MRE‐SS in a NASH mouse model.Study TypePreclinical.Animal ModelThis study included a choline‐deficient, amino acid‐defined, high‐fat diet (CDAHFD) model and 6‐week‐old, male C57BL/6J mice (N = 78).Field Strength/SequenceThis study was performed using: 3T: gradient‐echo two‐point Dixon and spin‐echo (SE) echo‐planar imaging elastography (200 Hz) and 7T: SE two‐point Dixon and SE elastography (200 Hz).AssessmentMRI and MRE were performed before control diet (CD) or CDAHFD (BD), before PEG‐FGF21v dosing (baseline), and after PEG‐FGF21v treatment (WK4/8). Regions of interest for MRI‐HFF and MRE‐SS were delineated by J.L. and H.T. (>5 years of experience each). Fibrosis and steatosis were measured histologically after picrosirius red and H&E staining. Alkaline phosphatase, alanine transaminase, bile acids, and triglycerides (TGs) were measured.Statistical TestsTwo‐tailed Dunnett's tests were used for statistical analysis; untreated CDAHFD or baseline was used for comparisons. Imaging and histology/biochemistry data were determined using Spearman correlations. Bayesian posterior distributions for MRE‐SS at WK8, posterior means, and 95% credible intervals were presented.ResultsCDAHFD significantly increased baseline MRI‐HFF (3T: 21.97% ± 0.29%; 7T: 40.12% ± 0.35%) and MRE‐SS (3T: 1.25 ± 0.02; 7T: 1.78 ± 0.06 kPa) vs. CD (3T: 3.45% ± 0.7%; 7T: 12.06% ± 1.4% and 3T: 1.01 ± 0.02; 7T: 0.89 ± 0.06 kPa). At 7T, PEG‐FGF21v significantly decreased MRI‐HFF (WK4: 28.97% ± 1.22%; WK8: 20.93% ± 1.15%) and MRE‐SS (WK4: 1.57 ± 0.04; WK8: 1.36 ± 0.05 kPa) vs. untreated (WK4: 36.36% ± 0.62%; WK8: 30.58% ± 0.81% and WK4: 2.03 ± 0.06; WK8: 2.01 ± 0.04 kPa); 3T trends were similar. WK8 SS posterior mean percent attenuation ratios (RDI) were −68% (−90%, −44%; 3T) and −64% (−78%, −52%; 7T). MRI‐HFF was significantly correlated with H&E (3T, r = 0.93; 7T, r = 0.94) and TGs (both, r = 0.92).Data ConclusionsMRI‐HFF and MRE‐SS showed PEG‐FGF21v effects on hepatic steatosis and fibrosis across 3 and 7T, consistent with histological and biochemical data.Level of Evidence1Technical Efficacy Stage2