Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
402-02-002 ISMRM Abstract

Multi-b-value Diffusion, T1, R2*, and ASL MRI Classify Renal Allograft Pathology and Allograft Outcome: Interim Results

Primary: Body - Urogenital
Secondary: Analysis Methods - Classification and Prediction
402-02-002 · Inside the Bean: Advances in Renal MRI · Tuesday, 12 May, 8:20 AM–10:10 AM · Hall 1B
Keywords: IVIM Arterial Spin Labelling (ASL) Renal allograft rejection R2star mapping Banff score
Accepted
Mira M Liu 1, Jonathan P Dyke2,3, Ian Bolger1, Sergio Calle1, Ananda L Kimm-Drapeau4, Tanner Crews4, Surya Seshan5, Steven Salvatore5, Isaac Stillman6, Thangamani Muthukumar7, Bachir Taouli1,8, Samira Farouk9, Sara Lewis1,8, Octavia Bane1,8
1BioMedical Engineering and Imaging Institute (BMEII), Icahn School of Medicine at Mount Sinai, New York, United States of America
2Weill Cornell Medicine, New York, United States of America
3Radiology, Weill Cornell Medicine, New York, United States of America
4Citigroup Biomedical Imaging Center, Department of Radiology, Weill Cornell Medicine, Cornell University, New York, New York 10021, United States of America
5Department of Pathology, Weill Cornell Medicine, Cornell University, New York, United States of America
6Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, United States of America
7Department of Nephrology and Kidney Transplantation Medicine, Weill Cornell Medicine, Cornell University, New York, United States of America
8Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, United States of America
9Department of Transplant Nephrology, Icahn School of Medicine at Mount Sinai, New York, United States of America
Presenting Author: Mira M Liu

Synopsis

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References

1. Roufosse C, Simmonds N, Clahsen-van Groningen M, Haas M, Henriksen KJ, Horsfield C, Loupy A, Mengel M, Perkowska-Ptasińska A, Rabant M, Racusen LC, Solez K, Becker JU. A 2018 Reference Guide to the Banff Classification of Renal Allograft Pathology. Transplantation. 2018. 10.1097/tp.0000000000002366. [doi]
2. Ljimani A, Caroli A, Laustsen C, Francis S, Mendichovszky IA, Bane O, Nery F, Sharma K, Pohlmann A, Dekkers IA, Vallee J-P, Derlin K, Notohamiprodjo M, Lim RP, Palmucci S, Serai SD, Periquito J, Wang ZJ, Froeling M, Thoeny HC, et al. Consensus-based technical recommendations for clinical translation of renal diffusion-weighted MRI. Magnetic Resonance Materials in Physics, Biology and Medicine. 2019. 10.1007/s10334-019-00790-y. [doi]
3. While PT. A comparative simulation study of bayesian fitting approaches to intravoxel incoherent motion modeling in diffusion‐weighted MRI. Magnetic Resonance in Medicine. 2017. 10.1002/mrm.26598. [doi]
4. Orton MR, Collins DJ, Koh DM, Leach MO. Improved intravoxel incoherent motion analysis of diffusion weighted imaging by data driven Bayesian modeling. Magnetic Resonance in Medicine. 2013. 10.1002/mrm.24649. [doi]
5. Stabinska J, Ljimani A, Zöllner HJ, Wilken E, Benkert T, Limberg J, Esposito I, Antoch G, Wittsack HJ. Spectral diffusion analysis of kidney intravoxel incoherent motion MRI in healthy volunteers and patients with renal pathologies. Magnetic Resonance in Medicine. 2021. 10.1002/mrm.28631. [doi]
6. Periquito JS, Gladytz T, Millward JM, Delgado PR, Cantow K, Grosenick D, Hummel L, Anger A, Zhao K, Seeliger E, Pohlmann A, Waiczies S, Niendorf T. Continuous diffusion spectrum computation for diffusion-weighted magnetic resonance imaging of the kidney tubule system. Quantitative Imaging in Medicine and Surgery. 2021. 10.21037/qims-20-1360. [doi]
7. Liu M, Gladytz T, Dyke J, Bolger I, Jasse J, Calle S, Crews T, Seshan S, Salvatore S, Stillman I, Muthukumar T, Taouli B, Farouk S, Bane O, Lewis S. Estimation of Multi-Component Flow in the Kidney with Multi-b-value Spectral Diffusion. Magn Reson Imaging. 2025. 10.1002/mrm.30644. [doi]
8. Bane O, Mendichovszky IA, Milani B, Dekkers IA, Deux J-F, Eckerbom P, Grenier N, Hall ME, Inoue T, Laustsen C, Lerman LO, Liu C, Morrell G, Pedersen M, Pruijm M, Sadowski EA, Seeliger E, Sharma K, Thoeny H, Vermathen P, et al. Consensus-based technical recommendations for clinical translation of renal BOLD MRI. Magnetic Resonance Materials in Physics, Biology and Medicine. 2019. 10.1007/s10334-019-00802-x. [doi]
9. Dekkers IA dBA, Sharma K, Cox EF, Lamb HJ, Buckley DL, Bane O, Morris DM, Prasad PV, Semple SIK, Gillis KA, Hockings P, Buchanan C, Wolf M, Laustsen C, Leiner T, Haddock B, Hoogduin JM, Pullens P, Sourbron S, Francis S. Consensus-based technical recommendations for clinical translation of renal T1 and T2 mapping MRI. MAGMA. 2020. 10.1007/s10334-019-00797-5. [doi]
10. Nery F, Buchanan CE, Harteveld AA, Odudu A, Bane O, Cox EF, Derlin K, Gach HM, Golay X, Gutberlet M, Laustsen C, Ljimani A, Madhuranthakam AJ, Pedrosa I, Prasad PV, Robson PM, Sharma K, Sourbron S, Taso M, Thomas DL, et al. Consensus-based technical recommendations for clinical translation of renal ASL MRI. Magnetic Resonance Materials in Physics, Biology and Medicine. 2020. PMC7021752. 10.1007/s10334-019-00800-z. [doi]
11. Haas M, Loupy A, Lefaucheur C, Roufosse C, Glotz D, Seron D, Nankivell BJ, Halloran PF, Colvin RB, Akalin E, Alachkar N, Bagnasco S, Bouatou Y, Becker JU, Cornell LD, Duong van Huyen JP, Gibson IW, Kraus ES, Mannon RB, Naesens M, et al. The Banff 2017 Kidney Meeting Report: Revised diagnostic criteria for chronic active T cell–mediated rejection, antibody-mediated rejection, and prospects for integrative endpoints for next-generation clinical trials. American Journal of Transplantation. 2018. 10.1111/ajt.14625. [doi]
12. Liu M, Dyke J, Gladytz T, Jasse J, Bolger I, Calle S, Pavuluri S, Crews T, Kimm-Drapeau A, Seshan S, Salvatore S, Stillman I, Muthukumar T, Taouli B, Farouk S, Lewis S, Bane O. Detecting Early Kidney Allograft Fibrosis with Multi-b-value Diffusion MRI. Scientific Reports. 2025 (In Press).
13. Elsingergy MM, Viteri B, Otero HJ, Bhatti T, Morales T, Roberts TPL, Amaral S, Hartung E, Serai SD. Imaging fibrosis in pediatric kidney transplantation: A pilot study. Pediatric Transplantation. 2023. 10.1111/petr.14540. [doi]
14. Sigmund EE, Vivier P-H, Sui D, Lamparello NA, Tantillo K, Mikheev A, Rusinek H, Babb JS, Storey P, Lee VS, Chandarana H. Intravoxel Incoherent Motion and Diffusion-Tensor Imaging in Renal Tissue under Hydration and Furosemide Flow Challenges. Radiology. 2012. 10.1148/radiol.12111327. [doi]

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http://echo.ismrm.org/p/ISMRM2026/402-02-002