Skip to main content
Erschienen in:

20.06.2024 | Pancreas

Utility of dual-energy CT and advanced multiparametric MRI based imaging biomarkers of pancreatic fibrosis in grading the severity of chronic pancreatitis

verfasst von: Mohak Narang, Anup Singh, Soumya Jagannath Mahapatra, Deepak Gunjan, Sanjay Sharma, Deep Narayan Srivastava, Rajni Yadav, Nihar Ranjan Dash, Virinder Kumar Bansal, Ravindra Mohan Pandey, Pramod Kumar Garg, Kumble Seetharama Madhusudhan

Erschienen in: Abdominal Radiology | Ausgabe 10/2024

Einloggen, um Zugang zu erhalten

Abstract

Purpose

To non-invasively quantify pancreatic fibrosis and grade severity of chronic pancreatitis (CP) on dual-energy CT (DECT) and multiparametric MRI (mpMRI).

Methods

We included 72 patients (mean age:30years; 59 men) with suspected or confirmed CP from December 2019 to December 2021 graded as equivocal(n = 20), mild(n = 18), and moderate-marked(n = 34) using composite imaging and endoscopic ultrasound criteria. Study patients underwent multiphasic DECT and mpMRI of the abdomen. Normalized iodine concentration(NIC) and fat fraction(FF) on 6-minute delayed DECT, and T1 relaxation time(T1Rt), extracellular volume fraction(ECVf), intravoxel incoherent motion-based perfusion fraction(PF), and magnetization transfer ratio(MTR) on mpMRI of pancreas were compared. 20 renal donors(for DECT) and 20 patients with renal mass(for mpMRI) served as controls.

Results

NIC of pancreas in controls and progressive grades of CP were 0.24 ± 0.05, 0.80 ± 0.18, 1.06 ± 0.23, 1.40 ± 0.36, FF were 9.28 ± 5.89, 14.19 ± 5.29, 17.31 ± 5.99, 29.32 ± 12.22, T1Rt were 590.11 ± 61.13, 801.93 ± 211.01, 1006.79 ± 352.18, 1388.01 ± 312.23ms, ECVf were 0.07 ± 0.03, 0.30 ± 0.12, 0.41 ± 0.12, 0.53 ± 0.13, PF were 0.38 ± 0.04, 0.28 ± 0.07, 0.25 ± 0.09, 0.21 ± 0.05 and MTR were 0.12 ± 0.03, 0.15 ± 0.06, 0.21 ± 0.07, 0.26 ± 0.06, respectively. There were significant differences for all quantitative parameters between controls and mild CP; for NIC, PF, and ECVf between controls and progressive CP grades (p < 0.05). Area under curve for NIC, FF, T1Rt, ECVf, PF, and MTR in differentiating controls and mild CP were 1.00, 0.86, 0.95, 1.00, 0.90 and 0.84 respectively and for NIC, FF, ECVf and PF in differentiating controls and equivocal CP were 1.00, 0.76, 0.95 and 0.92 respectively.

Conclusion

DECT and mpMRI were useful in quantifying pancreatic fibrosis and grading the severity of CP. NIC was the most accurate marker.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Whitcomb DC, Frulloni L, Garg P, et al. (2016) Chronic pancreatitis: an international draft consensus proposal for a new mechanistic definition. Pancreatology;16(2):218–224.CrossRefPubMed Whitcomb DC, Frulloni L, Garg P, et al. (2016) Chronic pancreatitis: an international draft consensus proposal for a new mechanistic definition. Pancreatology;16(2):218–224.CrossRefPubMed
2.
Zurück zum Zitat Schneider A, Whitcomb DC. (2002) Hereditary pancreatitis: a model for inflammatory diseases of the pancreas. Best Pract Res Clin Gastroenterol;16(3):347–363.CrossRefPubMed Schneider A, Whitcomb DC. (2002) Hereditary pancreatitis: a model for inflammatory diseases of the pancreas. Best Pract Res Clin Gastroenterol;16(3):347–363.CrossRefPubMed
3.
Zurück zum Zitat Muller-Pillasch F, Menke A, Yamaguchi H, et al. (1999) TGF beta and the extracellular matrix in pancreatitis. Hepatogastroenterology.;46(29):2751–2756.PubMed Muller-Pillasch F, Menke A, Yamaguchi H, et al. (1999) TGF beta and the extracellular matrix in pancreatitis. Hepatogastroenterology.;46(29):2751–2756.PubMed
5.
Zurück zum Zitat Manikkavasakar S, AlObaidy M, Busireddy KK, et al. (2014) Magnetic resonance imaging of pancreatitis: An update. World J Gastroenterol;20(40):14760–1477.CrossRefPubMedPubMedCentral Manikkavasakar S, AlObaidy M, Busireddy KK, et al. (2014) Magnetic resonance imaging of pancreatitis: An update. World J Gastroenterol;20(40):14760–1477.CrossRefPubMedPubMedCentral
6.
Zurück zum Zitat Tirkes T, Shah ZK, Takahashi N, et al. (2019) Reporting Standards for Chronic Pancreatitis by Using CT, MRI, and MR Cholangiopancreatography: The Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Radiology;290(1):207–215.CrossRefPubMed Tirkes T, Shah ZK, Takahashi N, et al. (2019) Reporting Standards for Chronic Pancreatitis by Using CT, MRI, and MR Cholangiopancreatography: The Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Radiology;290(1):207–215.CrossRefPubMed
7.
Zurück zum Zitat Conwell DL, Lee LS, Yadav D, et al. (2014) American Pancreatic Association Practice Guidelines in Chronic Pancreatitis: Evidence-Based Report on Diagnostic Guidelines. Pancreas.;43(8):1143–1162.CrossRefPubMedPubMedCentral Conwell DL, Lee LS, Yadav D, et al. (2014) American Pancreatic Association Practice Guidelines in Chronic Pancreatitis: Evidence-Based Report on Diagnostic Guidelines. Pancreas.;43(8):1143–1162.CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Catalano MF. (2007) Diagnosing early-stage chronic pancreatitis: is endoscopic ultrasound a reliable modality? J Gastroenterol.;42 Suppl 17:78–84.CrossRef Catalano MF. (2007) Diagnosing early-stage chronic pancreatitis: is endoscopic ultrasound a reliable modality? J Gastroenterol.;42 Suppl 17:78–84.CrossRef
9.
Zurück zum Zitat Catalano MF, Sahai A, Levy M, et al. (2009) EUS-based criteria for the diagnosis of chronic pancreatitis: the Rosemont classification. Gastrointest Endosc.;69(7):1251–1261.CrossRefPubMed Catalano MF, Sahai A, Levy M, et al. (2009) EUS-based criteria for the diagnosis of chronic pancreatitis: the Rosemont classification. Gastrointest Endosc.;69(7):1251–1261.CrossRefPubMed
10.
Zurück zum Zitat Dominguez-Munoz JE, Drewes AM, Lindkvist B, et al. (2018) Recommendations from the United European Gastroenterology evidence-based guidelines for the diagnosis and therapy of chronic pancreatitis. Pancreatology;18(8):847–854.CrossRefPubMed Dominguez-Munoz JE, Drewes AM, Lindkvist B, et al. (2018) Recommendations from the United European Gastroenterology evidence-based guidelines for the diagnosis and therapy of chronic pancreatitis. Pancreatology;18(8):847–854.CrossRefPubMed
11.
Zurück zum Zitat Marri UK, Das P, Shalimar, Kalaivani M, Srivastava DN, Madhusudhan KS. (2021) Noninvasive Staging of Liver Fibrosis Using 5-Minute Delayed Dual-Energy CT: Comparison with US Elastography and Correlation with Histologic Findings. Radiology;298(3):600–608. Marri UK, Das P, Shalimar, Kalaivani M, Srivastava DN, Madhusudhan KS. (2021) Noninvasive Staging of Liver Fibrosis Using 5-Minute Delayed Dual-Energy CT: Comparison with US Elastography and Correlation with Histologic Findings. Radiology;298(3):600–608.
12.
Zurück zum Zitat Kumar V, McElhanon KE, Min JK, et al. (2018) Non-contrast Estimation of Diffuse Myocardial Fibrosis with Dual Energy CT: A Phantom Study. J Cardiovasc Comput Tomogr.;12(1):74–80.CrossRefPubMed Kumar V, McElhanon KE, Min JK, et al. (2018) Non-contrast Estimation of Diffuse Myocardial Fibrosis with Dual Energy CT: A Phantom Study. J Cardiovasc Comput Tomogr.;12(1):74–80.CrossRefPubMed
13.
Zurück zum Zitat Sugino K, Kobayashi M, Nakamura Y, et al. (2017) Xenon-Enhanced Dual-Energy CT Imaging in Combined Pulmonary Fibrosis and Emphysema. PLOS ONE;12(1):e0170289.CrossRefPubMedPubMedCentral Sugino K, Kobayashi M, Nakamura Y, et al. (2017) Xenon-Enhanced Dual-Energy CT Imaging in Combined Pulmonary Fibrosis and Emphysema. PLOS ONE;12(1):e0170289.CrossRefPubMedPubMedCentral
14.
Zurück zum Zitat Tirkes T, Lin C, Cui E, et al. (2018) Quantitative MR Evaluation of Chronic Pancreatitis: Extracellular Volume Fraction and MR Relaxometry. Am J Roentgenol.;210(3):533–542.CrossRef Tirkes T, Lin C, Cui E, et al. (2018) Quantitative MR Evaluation of Chronic Pancreatitis: Extracellular Volume Fraction and MR Relaxometry. Am J Roentgenol.;210(3):533–542.CrossRef
15.
Zurück zum Zitat Cheng M, Gromski MA, Fogel EL, DeWitt JM, Patel AA, Tirkes T. (2021) T1 mapping for the diagnosis of early chronic pancreatitis: correlation with Cambridge classification system. Br J Radiol.;94(1121):20200685.CrossRefPubMedPubMedCentral Cheng M, Gromski MA, Fogel EL, DeWitt JM, Patel AA, Tirkes T. (2021) T1 mapping for the diagnosis of early chronic pancreatitis: correlation with Cambridge classification system. Br J Radiol.;94(1121):20200685.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Tirkes T, Lin C, Fogel EL, Sherman SS, Wang Q, Sandrasegaran K. (2017) T 1 mapping for diagnosis of mild chronic pancreatitis: T 1 Mapping of Chronic Pancreatitis. J Magn Reson Imaging.;45(4):1171–1176.CrossRefPubMed Tirkes T, Lin C, Fogel EL, Sherman SS, Wang Q, Sandrasegaran K. (2017) T 1 mapping for diagnosis of mild chronic pancreatitis: T 1 Mapping of Chronic Pancreatitis. J Magn Reson Imaging.;45(4):1171–1176.CrossRefPubMed
17.
Zurück zum Zitat Le Bihan D. (2019) What can we see with IVIM MRI? NeuroImage.;187:56–67. Le Bihan D. (2019) What can we see with IVIM MRI? NeuroImage.;187:56–67.
18.
Zurück zum Zitat Henkelman RM, Stanisz GJ, Graham SJ. (2001) Magnetization transfer in MRI: a review. NMR Biomed.;14(2):57–64.CrossRefPubMed Henkelman RM, Stanisz GJ, Graham SJ. (2001) Magnetization transfer in MRI: a review. NMR Biomed.;14(2):57–64.CrossRefPubMed
19.
Zurück zum Zitat Guda NM, Muddana V, Whitcomb DC, et al. Recurrent Acute Pancreatitis: International State-of-the-Science Conference With Recommendations. Pancreas. 2018;47(6):653–666. Guda NM, Muddana V, Whitcomb DC, et al. Recurrent Acute Pancreatitis: International State-of-the-Science Conference With Recommendations. Pancreas. 2018;47(6):653–666.
20.
Zurück zum Zitat Yuan J, Chow SKK, Yeung DKW, Ahuja AT, King AD. Quantitative evaluation of dual-flip-angle T1 mapping on DCE-MRI kinetic parameter estimation in head and neck. Quant Imaging Med Surg. 2012;2:245–53.PubMedPubMedCentral Yuan J, Chow SKK, Yeung DKW, Ahuja AT, King AD. Quantitative evaluation of dual-flip-angle T1 mapping on DCE-MRI kinetic parameter estimation in head and neck. Quant Imaging Med Surg. 2012;2:245–53.PubMedPubMedCentral
21.
Zurück zum Zitat Sengupta, A., Gupta, R.K. & Singh, A. Evaluation of B1 inhomogeneity effect on DCE-MRI data analysis of brain tumor patients at 3T. J Transl Med 15, 242 (2017).CrossRefPubMedPubMedCentral Sengupta, A., Gupta, R.K. & Singh, A. Evaluation of B1 inhomogeneity effect on DCE-MRI data analysis of brain tumor patients at 3T. J Transl Med 15, 242 (2017).CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Esposito I, Hruban RH, Verbeke C, et al. (2020) Guidelines on the histopathology of chronic pancreatitis. Recommendations from the working group for the international consensus guidelines for chronic pancreatitis in collaboration with the International Association of Pancreatology, the American Pancreatic Association, the Japan Pancreas Society, and the European Pancreatic Club. Pancreatology;20(4):586–593. Esposito I, Hruban RH, Verbeke C, et al. (2020) Guidelines on the histopathology of chronic pancreatitis. Recommendations from the working group for the international consensus guidelines for chronic pancreatitis in collaboration with the International Association of Pancreatology, the American Pancreatic Association, the Japan Pancreas Society, and the European Pancreatic Club. Pancreatology;20(4):586–593.
23.
Zurück zum Zitat Cruz-Monserrate Z, Gumpper K, Pita V et al. (2021) Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Biomarkers of Chronic Pancreatitis: A systematic literature review. Pancreatology;21(2):323–333.CrossRefPubMed Cruz-Monserrate Z, Gumpper K, Pita V et al. (2021) Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer. Biomarkers of Chronic Pancreatitis: A systematic literature review. Pancreatology;21(2):323–333.CrossRefPubMed
24.
Zurück zum Zitat Kedia S, Dhingra R, Garg PK. (2013) Recurrent acute pancreatitis: an approach to diagnosis and management. Trop Gastroenterol;34(3):123–35.CrossRefPubMed Kedia S, Dhingra R, Garg PK. (2013) Recurrent acute pancreatitis: an approach to diagnosis and management. Trop Gastroenterol;34(3):123–35.CrossRefPubMed
25.
Zurück zum Zitat Tajima Y, Matsuzaki S, Furui J, Isomoto I, Hayashi K, Kanematsu T. (2004) Use of the time-signal intensity curve from dynamic magnetic resonance imaging to evaluate remnant pancreatic fibrosis after pancreaticojejunostomy in patients undergoing pancreaticoduodenectomy. Br J Surg.;91(5):595–600.CrossRefPubMed Tajima Y, Matsuzaki S, Furui J, Isomoto I, Hayashi K, Kanematsu T. (2004) Use of the time-signal intensity curve from dynamic magnetic resonance imaging to evaluate remnant pancreatic fibrosis after pancreaticojejunostomy in patients undergoing pancreaticoduodenectomy. Br J Surg.;91(5):595–600.CrossRefPubMed
26.
Zurück zum Zitat Tirkes T, Yadav D, Conwell DL, et al. (2022) Quantitative MRI of chronic pancreatitis: results from a multi-institutional prospective study, magnetic resonance imaging as a non-invasive method for assessment of pancreatic fibrosis (MINIMAP). Abdom Radiol;47(11):3792–3805.CrossRef Tirkes T, Yadav D, Conwell DL, et al. (2022) Quantitative MRI of chronic pancreatitis: results from a multi-institutional prospective study, magnetic resonance imaging as a non-invasive method for assessment of pancreatic fibrosis (MINIMAP). Abdom Radiol;47(11):3792–3805.CrossRef
27.
Zurück zum Zitat Schawkat K, Eshmuminov D, Lenggenhager D, et al. (2018) Preoperative Evaluation of Pancreatic Fibrosis and Lipomatosis: Correlation of Magnetic Resonance Findings With Histology Using Magnetization Transfer Imaging and Multigradient Echo Magnetic Resonance Imaging. Invest Radiol.;53(12):720–727.CrossRefPubMed Schawkat K, Eshmuminov D, Lenggenhager D, et al. (2018) Preoperative Evaluation of Pancreatic Fibrosis and Lipomatosis: Correlation of Magnetic Resonance Findings With Histology Using Magnetization Transfer Imaging and Multigradient Echo Magnetic Resonance Imaging. Invest Radiol.;53(12):720–727.CrossRefPubMed
28.
Zurück zum Zitat Rosenkrantz AB, Storey P, Gilet AG, et al. (2012) Magnetization Transfer Contrast–prepared MR Imaging of the Liver: Inability to Distinguish Healthy from Cirrhotic Liver. Radiology.;262(1):136–143.CrossRefPubMed Rosenkrantz AB, Storey P, Gilet AG, et al. (2012) Magnetization Transfer Contrast–prepared MR Imaging of the Liver: Inability to Distinguish Healthy from Cirrhotic Liver. Radiology.;262(1):136–143.CrossRefPubMed
29.
Zurück zum Zitat Zhou Y, Yang G, Gong XQ, et al. (2021) A study of the correlations between IVIM-DWI parameters and the histologic differentiation of hepatocellular carcinoma. Sci Rep.;11(1):10392.CrossRefPubMedPubMedCentral Zhou Y, Yang G, Gong XQ, et al. (2021) A study of the correlations between IVIM-DWI parameters and the histologic differentiation of hepatocellular carcinoma. Sci Rep.;11(1):10392.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Klauß M, Maier-Hein K, Tjaden C, Hackert T, Grenacher L, Stieltjes B. (2016) IVIM DW-MRI of autoimmune pancreatitis: therapy monitoring and differentiation from pancreatic cancer. Eur Radiol; 26(7):2099–2106.CrossRefPubMed Klauß M, Maier-Hein K, Tjaden C, Hackert T, Grenacher L, Stieltjes B. (2016) IVIM DW-MRI of autoimmune pancreatitis: therapy monitoring and differentiation from pancreatic cancer. Eur Radiol; 26(7):2099–2106.CrossRefPubMed
31.
Zurück zum Zitat Obmann VC, Berzigotti A, Catucci D, et al. (2021) T1 mapping of the liver and the spleen in patients with liver fibrosis—does normalization to the blood pool increase the predictive value? Eur Radiol.;31(6):4308–4318.CrossRefPubMed Obmann VC, Berzigotti A, Catucci D, et al. (2021) T1 mapping of the liver and the spleen in patients with liver fibrosis—does normalization to the blood pool increase the predictive value? Eur Radiol.;31(6):4308–4318.CrossRefPubMed
32.
Zurück zum Zitat Taylor AJ, Salerno M, Dharmakumar R, Jerosch-Herold M. (2016) T1 Mapping: Basic Techniques and Clinical Applications. JACC Cardiovasc Imaging.;9(1):67–81.CrossRefPubMed Taylor AJ, Salerno M, Dharmakumar R, Jerosch-Herold M. (2016) T1 Mapping: Basic Techniques and Clinical Applications. JACC Cardiovasc Imaging.;9(1):67–81.CrossRefPubMed
33.
Zurück zum Zitat Cheng HLM, Wright GA. (2006) Rapid high-resolution T(1) mapping by variable flip angles: accurate and precise measurements in the presence of radiofrequency field inhomogeneity. Magn Reson Med.;55(3):566–574.CrossRefPubMed Cheng HLM, Wright GA. (2006) Rapid high-resolution T(1) mapping by variable flip angles: accurate and precise measurements in the presence of radiofrequency field inhomogeneity. Magn Reson Med.;55(3):566–574.CrossRefPubMed
34.
Zurück zum Zitat Fukui H, Onishi H, Nakamoto A, et al. (2022) Pancreatic fibrosis by extracellular volume fraction using Contrast-enhanced computed tomography and relationship with pancreatic cancer. Eur J Radiol.;156:110522.CrossRefPubMed Fukui H, Onishi H, Nakamoto A, et al. (2022) Pancreatic fibrosis by extracellular volume fraction using Contrast-enhanced computed tomography and relationship with pancreatic cancer. Eur J Radiol.;156:110522.CrossRefPubMed
35.
Zurück zum Zitat Fujita N, Nishie A, Asayama Y, et al. (2020) Intravoxel incoherent motion magnetic resonance imaging for assessment of chronic pancreatitis with special focus on its early stage. Acta Radiol;61(5):579–585.CrossRefPubMed Fujita N, Nishie A, Asayama Y, et al. (2020) Intravoxel incoherent motion magnetic resonance imaging for assessment of chronic pancreatitis with special focus on its early stage. Acta Radiol;61(5):579–585.CrossRefPubMed
36.
Zurück zum Zitat Hu Q, Jiang P, Feng Y, et al. (2021) Noninvasive assessment of endometrial fibrosis in patients with intravoxel incoherent motion MR imaging. Sci Rep.;11(1):12887.CrossRefPubMedPubMedCentral Hu Q, Jiang P, Feng Y, et al. (2021) Noninvasive assessment of endometrial fibrosis in patients with intravoxel incoherent motion MR imaging. Sci Rep.;11(1):12887.CrossRefPubMedPubMedCentral
Metadaten
Titel
Utility of dual-energy CT and advanced multiparametric MRI based imaging biomarkers of pancreatic fibrosis in grading the severity of chronic pancreatitis
verfasst von
Mohak Narang
Anup Singh
Soumya Jagannath Mahapatra
Deepak Gunjan
Sanjay Sharma
Deep Narayan Srivastava
Rajni Yadav
Nihar Ranjan Dash
Virinder Kumar Bansal
Ravindra Mohan Pandey
Pramod Kumar Garg
Kumble Seetharama Madhusudhan
Publikationsdatum
20.06.2024
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 10/2024
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-024-04443-0

Neu im Fachgebiet Radiologie

Ringen um den richtigen Umgang mit Zufallsbefunden

Wenn 2026 in Deutschland das Lungenkrebsscreening mittels Low-Dose-Computertomografie (LDCT) eingeführt wird, wird es auch viele Zufallsbefunde ans Licht bringen. Das birgt Chancen und Risiken.

Bald 5% der Krebserkrankungen durch CT verursacht

Die jährlich rund 93 Millionen CTs in den USA könnten künftig zu über 100.000 zusätzlichen Krebserkrankungen führen, geht aus einer Modellrechnung hervor. Damit würde eine von 20 Krebserkrankungen auf die ionisierende Strahlung bei CT-Untersuchungen zurückgehen.

Röntgen-Thorax oder LDCT fürs Lungenscreening nach HNSCC?

Personen, die an einem Plattenepithelkarzinom im Kopf-Hals-Bereich erkrankt sind, haben ein erhöhtes Risiko für Metastasen oder zweite Primärmalignome der Lunge. Eine Studie hat untersucht, wie die radiologische Überwachung aussehen sollte.

Statine: Was der G-BA-Beschluss für Praxen bedeutet

Nach dem G-BA-Beschluss zur erweiterten Verordnungsfähigkeit von Lipidsenkern rechnet die DEGAM mit 200 bis 300 neuen Dauerpatienten pro Praxis. Im Interview erläutert Präsidiumsmitglied Erika Baum, wie Hausärztinnen und Hausärzte am besten vorgehen.

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.