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Published in: Abdominal Radiology 12/2021

01-12-2021 | Magnetic Resonance Imaging | Pancreas

T1 relaxation times and MR elastography-derived stiffness: new potential imaging biomarkers for the assessment of chronic pancreatitis

Authors: Emily Steinkohl, Søren Schou Olesen, Tine Maria Hansen, Asbjørn Mohr Drewes, Jens Brøndum Frøkjær

Published in: Abdominal Radiology | Issue 12/2021

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Abstract

Purpose

Non-invasive imaging methods to detect morphological changes of the pancreas in patients with mild chronic pancreatitis (CP) are needed. This study aimed to compare magnetic resonance imaging-based parameters, pancreatic volume, T1 mapping, magnetic resonance elastography (MRE), and proton density fat fraction between CP patients and controls, and determine the diagnostic performance for diagnosing different stages of CP.

Methods

Nineteen patients with mild CP (Cambridge grade 2 or less or recurring acute pancreatitis; n = 19), 30 with moderate/severe CP (Cambridge grade 3 and 4), and 35 healthy controls underwent pancreatic magnetic resonance imaging to assess the above mentioned magnetic resonance imaging-based parameters. The diagnostic performance of each parameter for detecting any mild and moderate/severe CP was determined using receiver operating characteristic analysis.

Results

Pancreatic volume, T1 relaxation times, MRE-derived stiffness, and proton density fat fraction differed significantly between patients with mild CP, moderate/severe CP, and healthy controls (all p < 0.05). T1 mapping and MRE showed a very high diagnostic performance for distinguishing the mild CP group from the control group (T1 mapping: receiver operating characteristic area under the curve (ROC-AUC): 0.94; sensitivity: 84%; specificity: 91%, MRE: ROC-AUC: 0.93; sensitivity: 89%; specificity: 94%). T1 mapping and MRE also had the highest performance for diagnosing the presence of any CP from the control group (ROC-AUCs of 0.98 and 0.97, respectively).

Conclusion

Quantitative assessments of T1 relaxation time and MRE-derived stiffness had high performance in detecting mild CP and could probably reflect the early fibrotic changes in CP.
Literature
3.
go back to reference D.C. Whitcomb, D. Yadav, S. Adam, R.H. Hawes, R.E. Brand, M.A. Anderson, M.E. Money, P.A. Banks, M.D. Bishop, J. Baillie, S. Sherman, J. DiSario, F.R. Burton, T.B. Gardner, S.T. Amann, A. Gelrud, S.K. Lo, M.T. DeMeo, W.M. Steinberg, M.L. Kochman, B. Etemad, C.E. Forsmark, B. Elinoff, J.B. Greer, M. O’Connell, J. Lamb, M.M. Barmada, North American Pancreatic Study Group, Multicenter Approach to Recurrent Acute and Chronic Pancreatitis in the United States: The North American Pancreatitis Study 2 (NAPS2), Pancreatology. 8 (2008) 520. https://doi.org/10.1159/000152001. D.C. Whitcomb, D. Yadav, S. Adam, R.H. Hawes, R.E. Brand, M.A. Anderson, M.E. Money, P.A. Banks, M.D. Bishop, J. Baillie, S. Sherman, J. DiSario, F.R. Burton, T.B. Gardner, S.T. Amann, A. Gelrud, S.K. Lo, M.T. DeMeo, W.M. Steinberg, M.L. Kochman, B. Etemad, C.E. Forsmark, B. Elinoff, J.B. Greer, M. O’Connell, J. Lamb, M.M. Barmada, North American Pancreatic Study Group, Multicenter Approach to Recurrent Acute and Chronic Pancreatitis in the United States: The North American Pancreatitis Study 2 (NAPS2), Pancreatology. 8 (2008) 520. https://​doi.​org/​10.​1159/​000152001.
6.
go back to reference J.B. Frøkjær, F. Akisik, A. Farooq, B. Akpinar, A. Dasyam, A.M. Drewes, I.S. Haldorsen, G. Morana, J.P. Neoptolemos, S.S. Olesen, M.C. Petrone, A. Sheel, T. Shimosoegawa, D.C. Whitcomb, Guidelines for the Diagnostic Cross Sectional Imaging and Severity Scoring of Chronic Pancreatitis, Pancreatology. 18 (2018) 764–773. https://doi.org/10.1016/j.pan.2018.08.012. J.B. Frøkjær, F. Akisik, A. Farooq, B. Akpinar, A. Dasyam, A.M. Drewes, I.S. Haldorsen, G. Morana, J.P. Neoptolemos, S.S. Olesen, M.C. Petrone, A. Sheel, T. Shimosoegawa, D.C. Whitcomb, Guidelines for the Diagnostic Cross Sectional Imaging and Severity Scoring of Chronic Pancreatitis, Pancreatology. 18 (2018) 764–773. https://​doi.​org/​10.​1016/​j.​pan.​2018.​08.​012.
11.
go back to reference H. Fukui, M. Hori, Y. Fukuda, H. Onishi, A. Nakamoto, T. Ota, K. Ogawa, K. Ninomiya, M. Tatsumi, K. Osuga, D. Yamada, H. Eguchi, E. Miyoshi, N. Tomiyama, Evaluation of fatty pancreas by proton density fat fraction using 3-T magnetic resonance imaging and its association with pancreatic cancer, Eur. J. Radiol. 118 (2019) 25–31. https://doi.org/10.1016/j.ejrad.2019.06.024. H. Fukui, M. Hori, Y. Fukuda, H. Onishi, A. Nakamoto, T. Ota, K. Ogawa, K. Ninomiya, M. Tatsumi, K. Osuga, D. Yamada, H. Eguchi, E. Miyoshi, N. Tomiyama, Evaluation of fatty pancreas by proton density fat fraction using 3-T magnetic resonance imaging and its association with pancreatic cancer, Eur. J. Radiol. 118 (2019) 25–31. https://​doi.​org/​10.​1016/​j.​ejrad.​2019.​06.​024.
12.
go back to reference S. Kato, A. Iwasaki, Y. Kurita, J. Arimoto, T. Yamamoto, S. Hasegawa, T. Sato, K. Imajo, K. Hosono, N. Kobayashi, M. Yoneda, T. Higurashi, K. Kubota, D.U. Id, D. Utsunomiya, A. Nakajima, Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility, PLoS One. 14 (2019) 1–13. https://doi.org/10.1371/journal.pone.0224921. S. Kato, A. Iwasaki, Y. Kurita, J. Arimoto, T. Yamamoto, S. Hasegawa, T. Sato, K. Imajo, K. Hosono, N. Kobayashi, M. Yoneda, T. Higurashi, K. Kubota, D.U. Id, D. Utsunomiya, A. Nakajima, Three-dimensional analysis of pancreatic fat by fat-water magnetic resonance imaging provides detailed characterization of pancreatic steatosis with improved reproducibility, PLoS One. 14 (2019) 1–13. https://​doi.​org/​10.​1371/​journal.​pone.​0224921.
16.
go back to reference A. Schneider, J.M. Löhr, M. V. Singer, The M-ANNHEIM classification of chronic pancreatitis: introduction of a unifying classification system based on a review of previous classifications of the disease, J. Gastroenterol. 42 (2007) 101–119. https://doi.org/10.1007/s00535-006-1945-4. A. Schneider, J.M. Löhr, M. V. Singer, The M-ANNHEIM classification of chronic pancreatitis: introduction of a unifying classification system based on a review of previous classifications of the disease, J. Gastroenterol. 42 (2007) 101–119. https://​doi.​org/​10.​1007/​s00535-006-1945-4.
17.
go back to reference S. Novovic, A. Borch, M. Werge, D. Karran, L. Gluud, P.N. Schmidt, E.F. Hansen, C. Nøjgaard, A.B. Jensen, F.K. Jensen, J.B. Frøkjær, M.B. Hansen, L.N. Jørgensen, A.M. Drewes, S.S. Olesen, Characterisation of the fibroinflammatory process involved in progression from acute to chronic pancreatitis: study protocol for a multicentre, prospective cohort study, BMJ Open. 9 (2019) e028999. https://doi.org/10.1136/bmjopen-2019-028999. S. Novovic, A. Borch, M. Werge, D. Karran, L. Gluud, P.N. Schmidt, E.F. Hansen, C. Nøjgaard, A.B. Jensen, F.K. Jensen, J.B. Frøkjær, M.B. Hansen, L.N. Jørgensen, A.M. Drewes, S.S. Olesen, Characterisation of the fibroinflammatory process involved in progression from acute to chronic pancreatitis: study protocol for a multicentre, prospective cohort study, BMJ Open. 9 (2019) e028999. https://​doi.​org/​10.​1136/​bmjopen-2019-028999.
19.
go back to reference A. Schreyer, M. Jung, J. Riemann, C. Niessen, B. Pregler, L. Grenacher, A. Hoffmeister, German Society of Digestive and Metabolic Diseases (DGVS), S3 Guideline for Chronic Pancreatitis – Diagnosis, Classification and Therapy for the Radiologist, RöFo - Fortschritte Auf Dem Gebiet Der Röntgenstrahlen Und Der Bildgeb. Verfahren. 186 (2014) 1002–1008. https://doi.org/10.1055/s-0034-1385005. A. Schreyer, M. Jung, J. Riemann, C. Niessen, B. Pregler, L. Grenacher, A. Hoffmeister, German Society of Digestive and Metabolic Diseases (DGVS), S3 Guideline for Chronic Pancreatitis – Diagnosis, Classification and Therapy for the Radiologist, RöFo - Fortschritte Auf Dem Gebiet Der Röntgenstrahlen Und Der Bildgeb. Verfahren. 186 (2014) 1002–1008. https://​doi.​org/​10.​1055/​s-0034-1385005.
23.
go back to reference E. Steinkohl, S. Schou, E. Bolvig, T. Maria, L. Kuhlmann, A. Mohr, J. Brøndum, S.S. Olesen, E.B. Mark, T.M. Hansen, L.K. Frandsen, A.M. Drewes, J.B. Frøkjær, Progression of parenchymal and ductal findings in patients with chronic pancreatitis : A 4-year follow-up MRI study, Eur. J. Radiol. 125 (2020) 108868. https://doi.org/10.1016/j.ejrad.2020.108868. E. Steinkohl, S. Schou, E. Bolvig, T. Maria, L. Kuhlmann, A. Mohr, J. Brøndum, S.S. Olesen, E.B. Mark, T.M. Hansen, L.K. Frandsen, A.M. Drewes, J.B. Frøkjær, Progression of parenchymal and ductal findings in patients with chronic pancreatitis : A 4-year follow-up MRI study, Eur. J. Radiol. 125 (2020) 108868. https://​doi.​org/​10.​1016/​j.​ejrad.​2020.​108868.
24.
go back to reference A. Djuric-Stefanovic, D. Masulovic, J. Kostic, K. Randjic, D. Saranovic, CT volumetry of normal pancreas: correlation with the pancreatic diameters measurable by the cross-sectional imaging, and relationship with the gender, age, and body constitution., Surg. Radiol. Anat. 34 (2012) 811–817. https://doi.org/10.1007/s00276-012-0962-7. A. Djuric-Stefanovic, D. Masulovic, J. Kostic, K. Randjic, D. Saranovic, CT volumetry of normal pancreas: correlation with the pancreatic diameters measurable by the cross-sectional imaging, and relationship with the gender, age, and body constitution., Surg. Radiol. Anat. 34 (2012) 811–817. https://​doi.​org/​10.​1007/​s00276-012-0962-7.
26.
go back to reference Y. Saisho, A.E. Butler, J.J. Meier, T. Monchamp, M. Allen‐Auerbach, R.A. Rizza, P.C. Butler, Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type‐2 diabetes, Clin. Anat. 20 (2007) 933–942. https://doi.org/10.1002/ca.20543. Y. Saisho, A.E. Butler, J.J. Meier, T. Monchamp, M. Allen‐Auerbach, R.A. Rizza, P.C. Butler, Pancreas volumes in humans from birth to age one hundred taking into account sex, obesity, and presence of type‐2 diabetes, Clin. Anat. 20 (2007) 933–942. https://​doi.​org/​10.​1002/​ca.​20543.
29.
go back to reference M. Faghih, M. Noë, R. Mannan, I.R. Kamel, A. Zaheer, R.R. Kalyani, E. Hall, E. Afghani, D. Warren, N. Desai, Z. Sun, C. Walsh, M.A. Makary, M. Goggins, R.H. Hruban, J. He, V.K. Singh, Pancreatic volume does not correlate with histologic fibrosis in adult patients with recurrent acute and chronic pancreatitis, Pancreatology. 20 (2020) 1078–1084. https://doi.org/10.1016/j.pan.2020.07.409. M. Faghih, M. Noë, R. Mannan, I.R. Kamel, A. Zaheer, R.R. Kalyani, E. Hall, E. Afghani, D. Warren, N. Desai, Z. Sun, C. Walsh, M.A. Makary, M. Goggins, R.H. Hruban, J. He, V.K. Singh, Pancreatic volume does not correlate with histologic fibrosis in adult patients with recurrent acute and chronic pancreatitis, Pancreatology. 20 (2020) 1078–1084. https://​doi.​org/​10.​1016/​j.​pan.​2020.​07.​409.
32.
go back to reference M. Wang, F. Gao, X. Wang, Y. Liu, R. Ji, L. Cang, Y. Shi, Magnetic resonance elastography and T 1 mapping for early diagnosis and classification of chronic pancreatitis, J. Magn. Reson. Imaging. 48 (2018) 837–845. https://doi.org/10.1002/jmri.26008. M. Wang, F. Gao, X. Wang, Y. Liu, R. Ji, L. Cang, Y. Shi, Magnetic resonance elastography and T 1 mapping for early diagnosis and classification of chronic pancreatitis, J. Magn. Reson. Imaging. 48 (2018) 837–845. https://​doi.​org/​10.​1002/​jmri.​26008.
33.
go back to reference R. Banerjee, M. Pavlides, E.M. Tunnicliffe, S.K. Piechnik, N. Sarania, R. Philips, J.D. Collier, J.C. Booth, J.E. Schneider, L.M. Wang, D.W. Delaney, K.A. Fleming, M.D. Robson, E. Barnes, S. Neubauer, Multiparametric magnetic resonance for the non-invasive diagnosis of liver disease, J. Hepatol. 60 (2014) 69–77. https://doi.org/10.1016/j.jhep.2013.09.002. R. Banerjee, M. Pavlides, E.M. Tunnicliffe, S.K. Piechnik, N. Sarania, R. Philips, J.D. Collier, J.C. Booth, J.E. Schneider, L.M. Wang, D.W. Delaney, K.A. Fleming, M.D. Robson, E. Barnes, S. Neubauer, Multiparametric magnetic resonance for the non-invasive diagnosis of liver disease, J. Hepatol. 60 (2014) 69–77. https://​doi.​org/​10.​1016/​j.​jhep.​2013.​09.​002.
34.
go back to reference C. Cassinotto, M. Feldis, J. Vergniol, A. Mouries, H. Cochet, B. Lapuyade, A. Hocquelet, E. Juanola, J. Foucher, F. Laurent, V. De Ledinghen, MR relaxometry in chronic liver diseases: Comparison of T1 mapping, T2 mapping, and diffusion-weighted imaging for assessing cirrhosis diagnosis and severity, Eur. J. Radiol. 84 (2015) 1459–1465. https://doi.org/10.1016/j.ejrad.2015.05.019. C. Cassinotto, M. Feldis, J. Vergniol, A. Mouries, H. Cochet, B. Lapuyade, A. Hocquelet, E. Juanola, J. Foucher, F. Laurent, V. De Ledinghen, MR relaxometry in chronic liver diseases: Comparison of T1 mapping, T2 mapping, and diffusion-weighted imaging for assessing cirrhosis diagnosis and severity, Eur. J. Radiol. 84 (2015) 1459–1465. https://​doi.​org/​10.​1016/​j.​ejrad.​2015.​05.​019.
36.
go back to reference W.E. Kenyhercz, B. Raterman, V.S.P. Illapani, J. Dowell, X. Mo, R.D. White, A. Kolipaka, Quantification of aortic stiffness using magnetic resonance elastography: Measurement reproducibility, pulse wave velocity comparison, changes over cardiac cycle, and relationship with age, Magn. Reson. Med. 75 (2016) 1920–1926. https://doi.org/10.1002/mrm.25719. W.E. Kenyhercz, B. Raterman, V.S.P. Illapani, J. Dowell, X. Mo, R.D. White, A. Kolipaka, Quantification of aortic stiffness using magnetic resonance elastography: Measurement reproducibility, pulse wave velocity comparison, changes over cardiac cycle, and relationship with age, Magn. Reson. Med. 75 (2016) 1920–1926. https://​doi.​org/​10.​1002/​mrm.​25719.
39.
go back to reference C.R.A. Lesmana, L.S. Pakasi, S. Inggriani, M.L. Aidawati, L.A. Lesmana, Prevalence of Non-Alcoholic Fatty Pancreas Disease (NAFPD) and its risk factors among adult medical check-up patients in a private hospital: A large cross sectional study, BMC Gastroenterol. 15 (2015). https://doi.org/10.1186/s12876-015-0404-1. C.R.A. Lesmana, L.S. Pakasi, S. Inggriani, M.L. Aidawati, L.A. Lesmana, Prevalence of Non-Alcoholic Fatty Pancreas Disease (NAFPD) and its risk factors among adult medical check-up patients in a private hospital: A large cross sectional study, BMC Gastroenterol. 15 (2015). https://​doi.​org/​10.​1186/​s12876-015-0404-1.
40.
go back to reference J. Li, C. Tang, Noninvasive Quantification of Pancreatic Fat in Healthy Phantom Construction of Fat Emulsions, Pancreas J. 40 (2011) 295–299. J. Li, C. Tang, Noninvasive Quantification of Pancreatic Fat in Healthy Phantom Construction of Fat Emulsions, Pancreas J. 40 (2011) 295–299.
41.
go back to reference M.V. Lisitskaya, S.S. Olesen, P. Svarc, M. Ebrahim, A.B. Jensen, C. Nøjgaard, P. Nørregaard, A.M. Drewes, I.S. Haldorsen, T. Engjom, J.B. Frøkjær, Systematic approach for assessment of imaging features in chronic pancreatitis: a feasibility and validation study from the Scandinavian Baltic Pancreatic Club (SBPC) database, Abdom. Radiol. (2020). https://doi.org/10.1007/s00261-020-02466-x. M.V. Lisitskaya, S.S. Olesen, P. Svarc, M. Ebrahim, A.B. Jensen, C. Nøjgaard, P. Nørregaard, A.M. Drewes, I.S. Haldorsen, T. Engjom, J.B. Frøkjær, Systematic approach for assessment of imaging features in chronic pancreatitis: a feasibility and validation study from the Scandinavian Baltic Pancreatic Club (SBPC) database, Abdom. Radiol. (2020). https://​doi.​org/​10.​1007/​s00261-020-02466-x.
42.
go back to reference D. Yadav, W.G. Park, E.L. Fogel, L. Li, S.T. Chari, Z. Feng, W.E. Fisher, C.E. Forsmark, C.Y. Jeon, A. Habtezion, P.A. Hart, S.J. Hughes, M.O. Othman, J.A.S. Rinaudo, S.J. Pandol, T. Tirkes, J. Serrano, S. Srivastava, S.K. Van Den Eeden, D.C. Whitcomb, M. Topazian, D.L. Conwell, PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translational StuDies, Pancreas. 47 (2018) 1229–1238. https://doi.org/10.1097/mpa.0000000000001170. D. Yadav, W.G. Park, E.L. Fogel, L. Li, S.T. Chari, Z. Feng, W.E. Fisher, C.E. Forsmark, C.Y. Jeon, A. Habtezion, P.A. Hart, S.J. Hughes, M.O. Othman, J.A.S. Rinaudo, S.J. Pandol, T. Tirkes, J. Serrano, S. Srivastava, S.K. Van Den Eeden, D.C. Whitcomb, M. Topazian, D.L. Conwell, PROspective Evaluation of Chronic Pancreatitis for EpidEmiologic and Translational StuDies, Pancreas. 47 (2018) 1229–1238. https://​doi.​org/​10.​1097/​mpa.​0000000000001170​.
43.
go back to reference T. Tirkes, D. Yadav, D.L. Conwell, P.R. Territo, X. Zhao, S.K. Venkatesh, A. Kolipaka, L. Li, J.R. Pisegna, S.J. Pandol, W.G. Park, M. Topazian, J. Serrano, E.L. Fogel, Magnetic resonance imaging as a non-invasive method for the assessment of pancreatic fibrosis (MINIMAP): a comprehensive study design from the consortium for the study of chronic pancreatitis, diabetes, and pancreatic cancer, Abdom. Radiol. (2019). https://doi.org/10.1007/s00261-019-02049-5. T. Tirkes, D. Yadav, D.L. Conwell, P.R. Territo, X. Zhao, S.K. Venkatesh, A. Kolipaka, L. Li, J.R. Pisegna, S.J. Pandol, W.G. Park, M. Topazian, J. Serrano, E.L. Fogel, Magnetic resonance imaging as a non-invasive method for the assessment of pancreatic fibrosis (MINIMAP): a comprehensive study design from the consortium for the study of chronic pancreatitis, diabetes, and pancreatic cancer, Abdom. Radiol. (2019). https://​doi.​org/​10.​1007/​s00261-019-02049-5.
Metadata
Title
T1 relaxation times and MR elastography-derived stiffness: new potential imaging biomarkers for the assessment of chronic pancreatitis
Authors
Emily Steinkohl
Søren Schou Olesen
Tine Maria Hansen
Asbjørn Mohr Drewes
Jens Brøndum Frøkjær
Publication date
01-12-2021
Publisher
Springer US
Published in
Abdominal Radiology / Issue 12/2021
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-021-03276-5

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