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Li, Jiahui

0000-0002-4889-0714

Mayo Clinic

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

Citations 16

Simplified definition and imaging-based stratification of at-risk MASH using magnetic resonance elastography
Li, Jiahui , Wu, Hao , Glaser, Kevin J. , Ou, Fang‐Shu , Manduca, Armando , Venkatesh, Sudhakar K. , Sirlin, Claude B. , Shah, Vijay H. , Ehman, Richard L. , Wu, Hao , Sirlin, Claude B. , Loomba, Rohit , Ehman, Richard , Allen, Alina M , Manduca, A , Ou, Fang-Shu , Venkatesh, Sudhakar K , Li, Jiahui , Loomba, Rohit , Allen, Alina M. , Yin, Meng

Hepatology Communications | August 11, 2026 | Volume: 10 | Issue: 9 | Pages: No page available

10.1097/hc9.0000000000001024 Get It

Background: Accurate identification of patients with metabolic dysfunction–associated steatohepatitis (MASH) at risk of disease progression (at-risk MASH) is critical for guiding resmetirom and semaglutide therapy. Inconsistent definitions of at-risk MASH complicate clinical risk classification and comparisons across studies. This study aimed to standardize the definition of at-risk MASH and propose optimized MRE-based liver stiffness (LS-MRE) cutoffs to improve noninvasive risk stratification and better guide pharmacotherapy. Methods: In this prospective study, 413 patients with suspected or diagnosed MASLD from two medical centers underwent liver biopsy and MRE. Results: A simplified definition of at-risk MASH (MASH with fibrosis stage≥2) identified a broader group of patients requiring clinical attention than a stricter definition requiring NAFLD Activity Score≥4 with ≥1 point in steatosis, inflammation, and ballooning (n=122 vs. 77). LS-MRE alone showed the highest diagnostic accuracy for identifying at-risk MASH using the simplified definition (AUC 0.91 [0.87, 0.95]) and cirrhosis (AUC 0.93 [0.88, 0.99]), compared with FIB-4 and individual laboratory parameters (AST, ALT, and platelet count) ( p <0.01 for all, paired DeLong tests). Optimized LS-MRE cutoffs (2.8–6.4 kPa) captured 25 additional biopsy-proven pharmacotherapy candidates (28% of all eligible patients) compared to AASLD guidelines–recommended cutoffs (3.1–4.4 kPa), improving sensitivity (80% vs. 50%) with acceptable specificity (73% vs. 88%). Conclusions: A simplified definition of at-risk MASH enables broader identification of treatment candidates. LS-MRE demonstrates excellent diagnostic performance and improves noninvasive risk stratification when paired with optimized cutoffs. These findings support the use of MRE to guide resmetirom and semaglutide eligibility and improve access to emerging therapies.
Three-Dimensional Vector MR Elastography for Evaluating Tissue Mechanical Heterogeneity to Assess Liver Disease Progression
Wu, Hao , Zheng, Zhu, Li, Jiahui , Qiu, Caixin , Xu, Peng , Glaser, Kevin J. , Murphy, Matthew C. , Venkatesh, Sudhakar K. , Mounajjed, Taofic, Winkelmann, Christopher T. , Yashiro, Hiroaki , Manohar, Rohan, Shah, Vijay H. , Yin, Meng , Zhu, Zheng , Manduca, A , Winkelmann, Christopher T , Shah, Vijay H , Ehman, Richard , Yin, Meng , Venkatesh, Sudhakar K , Li, Jiahui , Wu, Hao , Yaqoob, Usman, Graham, Rondell P. , Manduca, Armando , Allen, Alina M. , Ehman, Richard L.

Radiology | April 1, 2025 | Volume: 315 | Issue: 1 | Pages: No page available

10.1148/radiol.242349 Get It

Spatial heterogeneity of liver viscoelasticity, measured at three-dimensional vector MR elastography, positively correlated with metabolic dysfunction–associated steatotic liver disease progression.
Population perspectives on benefits and harms of screening for metabolic dysfunction–associated steatotic liver disease
Allen, Alina M. , Kim, W. Ray , Canning, Rachel, Ou, Fang‐Shu , Benson, Joanne, Olson, Jessica L. , Venkatesh, Sudhakar K. , Li, Jiahui , Yin, Meng , Eslami, Maysa , Berg, Jonathon, Lazarus, Jeffrey V. , Canning, Rachel E. , Carrieri, Patrizia , Canning, Rachel , Ou, Fang-Shu , Venkatesh, Sudhakar K , Li, Jiahui , Eslami, Maysa , Ehman, Richard , Lazarus, Jeffrey V , Allen, Alina M , Yin, Meng , Carrieri, Patrizia , Benson, Joanne T., Ehman, Richard L.

Hepatology | March 19, 2025 | Volume: 83 | Issue: 2 | Pages: 362-373

10.1097/hep.0000000000001311 Get It

Background and Aims: Screening for diseases can have psychological impacts, such as anxiety, and requires acceptability from the population to be effective. This study examined the perspectives on the benefits and harms of screening for metabolic dysfunction–associated steatotic liver disease (MASLD) among the general population to optimize screening practices. Approach and Results: A survey was sent to participants enrolled between 2020 and 2024 in a prospective MASLD screening study in Olmsted County, MN. The survey assessed participants' perceived anxiety, stigma, quality of life, preferred screening methods, financial concerns, and lifestyle impacts following screening and diagnosis. Of the 461 participants, 342 (74%) completed the survey. Overall, 14% of participants reported screening-related anxiety, and 14% were concerned about disclosing a potential MASLD diagnosis to others. Among those without a MASLD diagnosis, 99% felt reassured about their liver health, 48% reported an improved quality of life, and 25% made lifestyle changes pertaining to their diet, alcohol use, and physical activity. Of the 77 participants diagnosed with MASLD, 52% experienced some anxiety about their new diagnosis; however, 95% and 97% considered it important to receive an early MASLD diagnosis to mitigate the risk for cirrhosis and cardiovascular disease, respectively. Notably, 79% of diagnosed participants found the diagnosis beneficial in adopting healthier habits, with 30% achieving a >10% weight loss after screening. Conclusion: This population-based survey demonstrates that the perceived benefits of proactive MASLD screening, such as increased awareness, lifestyle changes, and early diagnosis, outweigh the harms. These findings highlight the importance of early screening through patient-centered protocols to improve health outcomes.
Free‐breathing hepatic 2D magnetic resonance elastography
Li, Jiahui , Chen, Jie , Glaser, Kevin J. , Yin, Ziying , Le, Yuan , Shah, Vijay H. , Obrzut, Marzanna, Yin, Ziying , Le, Yuan , Manduca, A , Ehman, Richard , Li, Jiahui , Obrzut, Marzanna , Dzyubak, Bogdan , Chen, Jun , Allen, Alina M. , Venkatesh, Sudhakar K. , Manduca, Armando , Ehman, Richard L. , Yin, Meng

Magnetic Resonance in Medicine | March 11, 2025 | Volume: 93 | Issue: 6 | Pages: 2434-2443

10.1002/mrm.30483 Get It

Abstract Purpose To evaluate the test–retest repeatability of a rapid, free‐breathing two‐dimensional (2D) MR elastography (MRE) technique and to assess the reliability of the liver‐stiffness measurements compared with conventional breath‐hold MREs. Methods Fifteen and 115 participants were enrolled in the technical repeatability and measurement equivalence assessment cohorts, respectively. All participants underwent rapid free‐breathing and conventional breath‐hold 2D MRE (twice in repeatability cohort) on 1.5T scanners. Both methods have four phase offsets over one harmonic motion cycle at 60 Hz; one and 10 cycles were collected and processed in breath‐hold and free‐breathing MREs, respectively. The liver stiffness measurements of free‐breathing (LS F ) and breath‐hold MRE (LS B ) were calculated from manually drawn regions of interest. The repeatability coefficients and Spearman correlation were used to assess technical repeatability and measurement agreement between LS F and LS B . Univariable and multivariable linear regressions were performed to identify potential influencing factors, including age, sex, body mass index, and fat fraction, in the measurement agreement between LS B and LS F . Results The repeatability coefficient of free‐breathing 2D MRE is comparable to breath‐hold MRE (LS F : 20.8%, LS B : 20.4%). LS F showed a strong agreement and significant correlation with LS B (LS F = 1.01 × LS B , ρ = 0.94, p < 0.001). The measurement agreement between LS F and LS B was only significantly affected by sex ( p = 0.047) after adjusting for confounding factors of age, body mass index, and fat fraction. Conclusions The nongated, free‐breathing, multislice 2D MRE technique can provide reliable liver stiffness measurements compared with conventional breath‐hold 2D MRE. It could provide a comfortable alternative method with reliable liver stiffness measurements for patients who have difficulty in suspending respiration.
Acquisition Efficiency and Technical Repeatability of Dual‐Frequency 3D Vector MR Elastography of the Liver
Qiu, Caixin , Glaser, Kevin J. , Owusu, Nana , Li, Jiahui , Yin, Meng , Wu, Hao , Qiu, Caixin , Yin, Meng , Li, Jiahui , Wu, Hao , Venkatesh, Sudhakar K. , Manduca, Armando , Ehman, Richard L.

Journal of Magnetic Resonance Imaging | June 27, 2024 | Volume: 61 | Issue: 3 | Pages: 1416-1425

10.1002/jmri.29493 Get It

BackgroundMR elastography (MRE) at 60 Hz is widely used for staging liver fibrosis. MRE with lower frequencies may provide inflammation biomarkers.PurposeTo establish a practical simultaneous dual‐frequency liver MRE protocol at both 30 Hz and 60 Hz during a single examination and validate the occurrence of second harmonic waves at 30 Hz.Study TypeRetrospective.SubjectsOne hundred six patients (48 females, age: 50.0 ± 13.4 years) were divided as follows: Cohort One (15 patients with chronic liver disease [CLD] and 25 healthy volunteers) with simultaneous dual‐frequency MRE. Cohort Two (66 patients with CLD) with second harmonic MRE.Field Strength/Sequence3‐T, single‐ or dual‐frequency MRE at 30 Hz and 60 Hz.AssessmentLiver stiffness (LS) in both cohorts was evaluated with manually placed volumetric ROIs by two independent analyzers. Image quality was assessed by three independent readers on a 4‐point scale (0–3: none/failed, fair, moderate, excellent) based on the depth of wave propagation with 1/3 incremental penetration. The success rate was derived from the percentage of nonzero quality scores.Statistical TestsMeasurement agreement, bias, and repeatability of LS were assessed using intraclass correlation coefficients (ICCs), Bland–Altman plots, and repeatability coefficient (RC). Mann–Whitney U tests were used to evaluate the differences in image quality between different methods. A P‐value <0.05 was considered statistically significant.ResultsSuccess rate was 97.5% in Cohort One and 91% success rate for the second harmonic MRE in Cohort Two. The second harmonic and conventional MRE showed excellent agreement in LS (all ICCs >0.90). The quality scores for the second harmonic wave images were lower than those from the conventional MRE (Z = −4.523).Data ConclusionCompared with conventional and second harmonic methods, simultaneous dual‐frequency had better image quality, high success rate and the advantage of intrinsic co‐registration, while the second harmonic method can be an alternative if custom waveform is not available.Evidence Level3Technical EfficacyStage 1
Reply: Comparing quantitative MRI technologies in steatotic liver disease
Li, Jiahui , Allen, Alina M. , Yin, Meng , Allen, Alina M , Yin, Meng , Li, Jiahui

Hepatology | November 8, 2023 | Volume: 79 | Issue: 4 | Pages: E121-E122

10.1097/hep.0000000000000677 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.
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
Stiffness is associated with hepatic stellate cell heterogeneity during liver fibrosis
Kostallari, Enis , Wei, Bo , Sicard, Delphine , Li, Jiahui , Cooper, Shawna A. , Gao, Jinhang , Dehankar, Mrunal , Cao, Sheng , Yin, Meng , Tschumperlin, Daniel J. , Shah, Vijay H. , Tschumperlin, Daniel J , Shah, Vijay H , Kostallari, Enis , Yin, Meng , Cooper, Shawna A , Gao, Jinhang , Li, Jiahui , Li, Ying

American Journal of Physiology-Gastrointestinal and Liver Physiology | December 23, 2021 | Volume: 322 | Issue: 2 | Pages: G234-G246

10.1152/ajpgi.00254.2021 Get It

The fibrogenic wound-healing response in liver increases stiffness. Here, macro and microheterogeneity of liver stiffness correlate with HSC heterogeneity in a hepatic fibrosis mouse model. Fibrogenic HSCs localized in stiff collagen-high areas upregulate the expression of focal adhesion molecule FHL2, which, in turn, promotes extracellular matrix protein expression. These results demonstrate that stiffness heterogeneity at the whole organ, lobular, and cellular level drives an amplification loop of fibrogenesis through specific focal adhesion molecular pathways.