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Noninvasive imaging assessment of portal hypertension

  • Special Section: Diffuse Liver Disease.
  • Published:
Abdominal Radiology Aims and scope Submit manuscript

Abstract

Portal hypertension (PH) is a spectrum of complications of chronic liver disease (CLD) and cirrhosis, with manifestations including ascites, gastroesophageal varices, splenomegaly, hypersplenism, hepatic hydrothorax, hepatorenal syndrome, hepatopulmonary syndrome and portopulmonary hypertension. PH can vary in severity and is diagnosed via invasive hepatic venous pressure gradient measurement (HVPG), which is considered the reference standard. Accurate diagnosis of PH and assessment of severity are highly relevant as patients with clinically significant portal hypertension (CSPH) are at higher risk for developing acute variceal bleeding and mortality. In this review, we discuss current and upcoming noninvasive imaging methods for diagnosis and assessment of severity of PH.

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Abbreviations

ALT:

Alanine aminotransferase

APRI:

AST-to-platelet ratio index

AST:

Aspartate aminotransferase

cACLD:

Compensated advanced chronic liver disease

CLD:

Chronic liver disease

CP:

Child–Pugh

CSPH:

Clinically significant portal hypertension

CT:

Computed tomography

ECV:

Extracellular volume fraction

HABR:

Hepatic arterial buffer response

HVPG:

Hepatic venous pressure gradient

INR:

International normalized ratio

LS:

Liver stiffness

MELD:

Model for end-stage liver disease

MRE:

Magnetic resonance elastography

MRI:

Magnetic resonance imaging

PH:

Portal hypertension

PV:

Portal vein

SS:

Spleen stiffness

TE:

Transient elastography

US:

Ultrasound

References

  1. Tapper EB, Parikh ND (2018) Mortality due to cirrhosis and liver cancer in the United States, 1999-2016: observational study. BMJ 362:k2817. https://doi.org/10.1136/bmj.k2817

    Article  PubMed  PubMed Central  Google Scholar 

  2. Asrani SK, Larson JJ, Yawn B, Therneau TM, Kim WR (2013) Underestimation of liver-related mortality in the United States. Gastroenterology 145 (2):375-382 e371-372. https://doi.org/10.1053/j.gastro.2013.04.005

  3. Forman-Hoffman VL, Ault KL, Anderson WL, Weiner JM, Stevens A, Campbell VA, Armour BS (2015) Disability status, mortality, and leading causes of death in the United States community population. Med Care 53 (4):346-354. https://doi.org/10.1097/mlr.0000000000000321

    Article  PubMed  PubMed Central  Google Scholar 

  4. Estes C, Razavi H, Loomba R, Younossi Z, Sanyal AJ (2018) Modeling the epidemic of nonalcoholic fatty liver disease demonstrates an exponential increase in burden of disease. Hepatology 67 (1):123-133. https://doi.org/10.1002/hep.29466

    Article  CAS  PubMed  Google Scholar 

  5. Beste LA, Leipertz SL, Green PK, Dominitz JA, Ross D, Ioannou GN (2015) Trends in burden of cirrhosis and hepatocellular carcinoma by underlying liver disease in US veterans, 2001-2013. Gastroenterology 149 (6):1471-1482 e1475; quiz e1417-1478. https://doi.org/10.1053/j.gastro.2015.07.056

  6. Scaglione S, Kliethermes S, Cao G, Shoham D, Durazo R, Luke A, Volk ML (2015) The Epidemiology of Cirrhosis in the United States: A Population-based Study. J Clin Gastroenterol 49 (8):690-696. https://doi.org/10.1097/mcg.0000000000000208

    Article  PubMed  Google Scholar 

  7. Moon AM, Singal AG, Tapper EB (2019) Contemporary Epidemiology of Chronic Liver Disease and Cirrhosis. Clin Gastroenterol Hepatol. https://doi.org/10.1016/j.cgh.2019.07.060

    Article  PubMed  PubMed Central  Google Scholar 

  8. Mellinger JL, Shedden K, Winder GS, Tapper E, Adams M, Fontana RJ, Volk ML, Blow FC, Lok ASF (2018) The high burden of alcoholic cirrhosis in privately insured persons in the United States. Hepatology 68 (3):872-882. https://doi.org/10.1002/hep.29887

    Article  PubMed  Google Scholar 

  9. Nahon P, Bourcier V, Layese R, Audureau E, Cagnot C, Marcellin P, Guyader D, Fontaine H, Larrey D, De Ledinghen V, Ouzan D, Zoulim F, Roulot D, Tran A, Bronowicki JP, Zarski JP, Leroy V, Riachi G, Cales P, Peron JM, Alric L, Bourliere M, Mathurin P, Dharancy S, Blanc JF, Abergel A, Serfaty L, Mallat A, Grange JD, Attali P, Bacq Y, Wartelle C, Dao T, Benhamou Y, Pilette C, Silvain C, Christidis C, Capron D, Bernard-Chabert B, Zucman D, Di Martino V, Thibaut V, Salmon D, Ziol M, Sutton A, Pol S, Roudot-Thoraval F, Group ACC (2017) Eradication of Hepatitis C Virus Infection in Patients With Cirrhosis Reduces Risk of Liver and Non-Liver Complications. Gastroenterology 152 (1):142-156 e142. https://doi.org/10.1053/j.gastro.2016.09.009

  10. Kao JH, Chen DS (2002) Global control of hepatitis B virus infection. Lancet Infect Dis 2 (7):395-403. https://doi.org/10.1016/s1473-3099(02)00315-8

    Article  PubMed  Google Scholar 

  11. Zanetti AR, Van Damme P, Shouval D (2008) The global impact of vaccination against hepatitis B: a historical overview. Vaccine 26 (49):6266-6273. https://doi.org/10.1016/j.vaccine.2008.09.056

    Article  PubMed  Google Scholar 

  12. Jafri SM, Lok AS (2010) Antiviral therapy for chronic hepatitis B. Clin Liver Dis 14 (3):425-438. https://doi.org/10.1016/j.cld.2010.05.005

    Article  PubMed  Google Scholar 

  13. Khanna R, Sarin SK (2014) Non-cirrhotic portal hypertension - diagnosis and management. J Hepatol 60 (2):421-441. https://doi.org/10.1016/j.jhep.2013.08.013

    Article  PubMed  Google Scholar 

  14. McConnell M, Iwakiri Y (2018) Biology of portal hypertension. Hepatol Int 12 (Suppl 1):11-23. https://doi.org/10.1007/s12072-017-9826-x

    Article  PubMed  Google Scholar 

  15. Berzigotti A, Bosch J (2014) Pharmacologic management of portal hypertension. Clin Liver Dis 18 (2):303-317. https://doi.org/10.1016/j.cld.2013.12.003

    Article  PubMed  Google Scholar 

  16. Strauss RM, Boyer TD (1997) Hepatic hydrothorax. Semin Liver Dis 17 (3):227-232. https://doi.org/10.1055/s-2007-1007200

    Article  CAS  PubMed  Google Scholar 

  17. Hoeper MM, Krowka MJ, Strassburg CP (2004) Portopulmonary hypertension and hepatopulmonary syndrome. Lancet 363 (9419):1461-1468. https://doi.org/10.1016/s0140-6736(04)16107-2

    Article  PubMed  Google Scholar 

  18. Krowka MJ, Dickson ER, Cortese DA (1993) Hepatopulmonary syndrome. Clinical observations and lack of therapeutic response to somatostatin analogue. Chest 104 (2):515-521. https://doi.org/10.1378/chest.104.2.515

  19. Hadengue A, Benhayoun MK, Lebrec D, Benhamou JP (1991) Pulmonary hypertension complicating portal hypertension: prevalence and relation to splanchnic hemodynamics. Gastroenterology 100 (2):520-528. https://doi.org/10.1016/0016-5085(91)90225-a

    Article  CAS  PubMed  Google Scholar 

  20. Shah SH, Hayes PC, Allan PL, Nicoll J, Finlayson ND (1996) Measurement of spleen size and its relation to hypersplenism and portal hemodynamics in portal hypertension due to hepatic cirrhosis. Am J Gastroenterol 91 (12):2580-2583

    CAS  PubMed  Google Scholar 

  21. de Franchis R, Baveno VIF (2015) Expanding consensus in portal hypertension: Report of the Baveno VI Consensus Workshop: Stratifying risk and individualizing care for portal hypertension. J Hepatol 63 (3):743-752. https://doi.org/10.1016/j.jhep.2015.05.022

    Article  PubMed  Google Scholar 

  22. Kennedy P, Wagner M, Castera L, Hong CW, Johnson CL, Sirlin CB, Taouli B (2018) Quantitative Elastography Methods in Liver Disease: Current Evidence and Future Directions. Radiology 286 (3):738-763. https://doi.org/10.1148/radiol.2018170601

    Article  PubMed  Google Scholar 

  23. Merkel C, Bolognesi M, Bellon S, Zuin R, Noventa F, Finucci G, Sacerdoti D, Angeli P, Gatta A (1992) Prognostic usefulness of hepatic vein catheterization in patients with cirrhosis and esophageal varices. Gastroenterology 102 (3):973-979. https://doi.org/10.1016/0016-5085(92)90185-2

    Article  CAS  PubMed  Google Scholar 

  24. Moitinho E, Escorsell A, Bandi JC, Salmerón JM, García-Pagán JC, Rodés J, Bosch J (1999) Prognostic value of early measurements of portal pressure in acute variceal bleeding. Gastroenterology 117 (3):626-631. https://doi.org/10.1016/s0016-5085(99)70455-5

    Article  CAS  PubMed  Google Scholar 

  25. Ripoll C, Bañares R, Rincón D, Catalina M-V, Lo Iacono O, Salcedo M, Clemente G, Núñez O, Matilla A, Molinero L-M (2005) Influence of hepatic venous pressure gradient on the prediction of survival of patients with cirrhosis in the MELD Era. Hepatology (Baltimore, Md) 42 (4):793-801. https://doi.org/10.1002/hep.20871

    Article  Google Scholar 

  26. Ripoll C, Groszmann R, Garcia-Tsao G, Grace N, Burroughs A, Planas R, Escorsell A, Garcia-Pagan JC, Makuch R, Patch D, Matloff DS, Bosch J, Portal Hypertension Collaborative G (2007) Hepatic venous pressure gradient predicts clinical decompensation in patients with compensated cirrhosis. Gastroenterology 133 (2):481-488. https://doi.org/10.1053/j.gastro.2007.05.024

    Article  CAS  PubMed  Google Scholar 

  27. Albillos A, Banares R, Gonzalez M, Ripoll C, Gonzalez R, Catalina MV, Molinero LM (2007) Value of the hepatic venous pressure gradient to monitor drug therapy for portal hypertension: a meta-analysis. Am J Gastroenterol 102 (5):1116-1126. https://doi.org/10.1111/j.1572-0241.2007.01191.x

    Article  PubMed  Google Scholar 

  28. Sawyerr AM, McCormick PA, Tennyson GS, Chin J, Dick R, Scheuer PJ, Burroughs AK, McIntyre N (1993) A comparison of transjugular and plugged-percutaneous liver biopsy in patients with impaired coagulation. J Hepatol 17 (1):81-85. https://doi.org/10.1016/s0168-8278(05)80525-2

    Article  CAS  PubMed  Google Scholar 

  29. Ripoll C, Groszmann RJ, Garcia-Tsao G, Bosch J, Grace N, Burroughs A, Planas R, Escorsell A, Garcia-Pagan JC, Makuch R, Patch D, Matloff DS (2009) Hepatic venous pressure gradient predicts development of hepatocellular carcinoma independently of severity of cirrhosis. Journal of Hepatology 50 (5):923-928. https://doi.org/10.1016/j.jhep.2009.01.014

    Article  PubMed  PubMed Central  Google Scholar 

  30. Groszmann RJ, Garcia-Tsao G, Bosch J, Grace ND, Burroughs AK, Planas R, Escorsell A, Garcia-Pagan JC, Patch D, Matloff DS, Gao H, Makuch R, Portal Hypertension Collaborative G (2005) Beta-blockers to prevent gastroesophageal varices in patients with cirrhosis. N Engl J Med 353 (21):2254-2261. https://doi.org/10.1056/nejmoa044456

    Article  CAS  PubMed  Google Scholar 

  31. Garcia-Tsao G (2005) Transjugular Intrahepatic Portosystemic Shunt in the Management of Refractory Ascites. Semin intervent Radiol 22 (04):278-286. https://doi.org/10.1055/s-2005-925554

    Article  PubMed  PubMed Central  Google Scholar 

  32. Suk KT (2014) Hepatic venous pressure gradient: clinical use in chronic liver disease. Clin Mol Hepatol 20 (1):6-14. https://doi.org/10.3350/cmh.2014.20.1.6

    Article  PubMed  PubMed Central  Google Scholar 

  33. Carbonell N, Pauwels A, Serfaty L, Fourdan O, Levy VG, Poupon R (2004) Improved survival after variceal bleeding in patients with cirrhosis over the past two decades. Hepatology 40 (3):652-659. https://doi.org/10.1002/hep.20339

    Article  PubMed  Google Scholar 

  34. Garcia-Tsao G, Sanyal AJ, Grace ND, Carey WD, Practice Guidelines Committee of American Association for Study of Liver D, Practice Parameters Committee of American College of G (2007) Prevention and management of gastroesophageal varices and variceal hemorrhage in cirrhosis. Am J Gastroenterol 102 (9):2086-2102. https://doi.org/10.1111/j.1572-0241.2007.01481.x

    Article  Google Scholar 

  35. Inokuchi K, Japanese Research Society for Portal H (1980) The General rules for recording endoscopic findings on esophageal varices. The Japanese journal of surgery 10 (1):84-87. https://doi.org/10.1007/bf02468653

    Article  Google Scholar 

  36. Fateen W, Ragunath K, White J, Khanna A, Coletta M, Samuel S, Ortiz J, James M, Wilkes E, Aithal GP, Guha IN, Sami SS (2020) Validation of the AASLD recommendations for classification of oesophageal varices in clinical practice. Liver Int 40 (4):905-912. https://doi.org/10.1111/liv.14310

    Article  PubMed  Google Scholar 

  37. Simon K, Orlowska I, Pazgan-Simon M (2017) The risk of complications of endoscopic procedures in patients with liver cirrhosis. Clin Exp Hepatol 3 (3):135-140. https://doi.org/10.5114/ceh.2017.70284

    Article  PubMed  PubMed Central  Google Scholar 

  38. Procopet B, Berzigotti A (2017) Diagnosis of cirrhosis and portal hypertension: imaging, non-invasive markers of fibrosis and liver biopsy. Gastroenterol Rep (Oxf) 5 (2):79-89. https://doi.org/10.1093/gastro/gox012

    Article  Google Scholar 

  39. Bandali MF, Mirakhur A, Lee EW, Ferris MC, Sadler DJ, Gray RR, Wong JK (2017) Portal hypertension: Imaging of portosystemic collateral pathways and associated image-guided therapy. World J Gastroenterol 23 (10):1735-1746. https://doi.org/10.3748/wjg.v23.i10.1735

    Article  PubMed  PubMed Central  Google Scholar 

  40. Lafortune M, Constantin A, Breton G, Legare A, Lavoie P (1985) The recanalized umbilical vein in portal hypertension: a myth. American Journal of Roentgenology 144 (3):549-553. https://doi.org/10.2214/ajr.144.3.549

    Article  CAS  PubMed  Google Scholar 

  41. Perri RE, Chiorean MV, Fidler JL, Fletcher JG, Talwalkar JA, Stadheim L, Shah ND, Kamath PS (2008) A prospective evaluation of computerized tomographic (CT) scanning as a screening modality for esophageal varices. Hepatology 47 (5):1587-1594. https://doi.org/10.1002/hep.22219

    Article  PubMed  Google Scholar 

  42. Kim YJ, Raman SS, Yu NC, To’o KJ, Jutabha R, Lu DS (2007) Esophageal varices in cirrhotic patients: evaluation with liver CT. AJR Am J Roentgenol 188 (1):139-144. https://doi.org/10.2214/ajr.05.1737

    Article  PubMed  Google Scholar 

  43. Matsuo M, Kanematsu M, Kim T, Hori M, Takamura M, Murakami T, Kondo H, Moriyama N, Nakamura H, Hoshi H (2003) Esophageal varices: diagnosis with gadolinium-enhanced MR imaging of the liver for patients with chronic liver damage. AJR Am J Roentgenol 180 (2):461-466. https://doi.org/10.2214/ajr.180.2.1800461

    Article  PubMed  Google Scholar 

  44. Lipp MJ, Broder A, Hudesman D, Suwandhi P, Okon SA, Horowitz M, Clain DJ, Friedmann P, Min AD (2011) Detection of esophageal varices using CT and MRI. Dig Dis Sci 56 (9):2696-2700. https://doi.org/10.1007/s10620-011-1660-8

    Article  PubMed  Google Scholar 

  45. Yu NC, Margolis D, Hsu M, Raman SS, Lu DS (2011) Detection and grading of esophageal varices on liver CT: comparison of standard and thin-section multiplanar reconstructions in diagnostic accuracy. AJR Am J Roentgenol 197 (3):643-649. https://doi.org/10.2214/ajr.10.5458

    Article  PubMed  Google Scholar 

  46. Goshima S, Kanematsu M, Kondo H, Tsuge Y, Watanabe H, Shiratori Y, Onozuka M, Moriyama N (2009) Detection and grading for esophageal varices in patients with chronic liver damage: comparison of gadolinium-enhanced and unenhanced steady-state coherent MR images. Magn Reson Imaging 27 (9):1230-1235. https://doi.org/10.1016/j.mri.2009.05.030

    Article  PubMed  Google Scholar 

  47. Tarantino G, Citro V, Conca P, Riccio A, Tarantino M, Capone D, Cirillo M, Lobello R, Iaccarino V (2009) What are the implications of the spontaneous spleno-renal shunts in liver cirrhosis? BMC Gastroenterol 9:89. https://doi.org/10.1186/1471-230x-9-89

    Article  PubMed  PubMed Central  Google Scholar 

  48. Simon-Talero M, Roccarina D, Martinez J, Lampichler K, Baiges A, Low G, Llop E, Praktiknjo M, Maurer MH, Zipprich A, Triolo M, Vangrinsven G, Garcia-Martinez R, Dam A, Majumdar A, Picon C, Toth D, Darnell A, Abraldes JG, Lopez M, Kukuk G, Krag A, Banares R, Laleman W, La Mura V, Ripoll C, Berzigotti A, Trebicka J, Calleja JL, Tandon P, Hernandez-Gea V, Reiberger T, Albillos A, Tsochatzis EA, Augustin S, Genesca J, Baveno VISgftBC (2018) Association Between Portosystemic Shunts and Increased Complications and Mortality in Patients With Cirrhosis. Gastroenterology 154 (6):1694-1705 e1694. https://doi.org/10.1053/j.gastro.2018.01.028

  49. Praktiknjo M, Simon-Talero M, Romer J, Roccarina D, Martinez J, Lampichler K, Baiges A, Low G, Llop E, Maurer MH, Zipprich A, Triolo M, Maleux G, Fialla AD, Dam C, Vidal-Gonzalez J, Majumdar A, Picon C, Toth D, Darnell A, Abraldes JG, Lopez M, Jansen C, Chang J, Schierwagen R, Uschner F, Kukuk G, Meyer C, Thomas D, Wolter K, Strassburg CP, Laleman W, La Mura V, Ripoll C, Berzigotti A, Calleja JL, Tandon P, Hernandez-Gea V, Reiberger T, Albillos A, Tsochatzis EA, Krag A, Genesca J, Trebicka J, Baveno VISgotBC (2020) Total area of spontaneous portosystemic shunts independently predicts hepatic encephalopathy and mortality in liver cirrhosis. J Hepatol 72 (6):1140-1150. https://doi.org/10.1016/j.jhep.2019.12.021

    Article  PubMed  Google Scholar 

  50. Sagoh T, Itoh K, Togashi K, Shibata T, Nishimura K, Minami S, Asato R, Noma S, Fujisawa I, Yamashita K, et al. (1989) Gamna-Gandy bodies of the spleen: evaluation with MR imaging. Radiology 172 (3):685-687. https://doi.org/10.1148/radiology.172.3.2672093

    Article  CAS  PubMed  Google Scholar 

  51. Berzigotti A, Seijo S, Arena U, Abraldes JG, Vizzutti F, Garcia-Pagan JC, Pinzani M, Bosch J (2013) Elastography, spleen size, and platelet count identify portal hypertension in patients with compensated cirrhosis. Gastroenterology 144 (1):102-111 e101. https://doi.org/10.1053/j.gastro.2012.10.001

  52. Kihira S, Kagen AC, Vasudevan P, Jajamovich GH, Schiano TD, Andrle AF, Babb JS, Fischman A, Taouli B (2016) Non-invasive prediction of portal pressures using CT and MRI in chronic liver disease. Abdom Radiol (NY) 41 (1):42-49. https://doi.org/10.1007/s00261-015-0614-6

    Article  Google Scholar 

  53. Zironi G, Gaiani S, Fenyves D, Rigamonti A, Bolondi L, Barbara L (1992) Value of measurement of mean portal flow velocity by Doppler flowmetry in the diagnosis of portal hypertension. J Hepatol 16 (3):298-303. https://doi.org/10.1016/s0168-8278(05)80660-9

    Article  CAS  PubMed  Google Scholar 

  54. Lee JY, Kim TY, Jeong WK, Kim Y, Kim J, Kim KW, Kim YH, Sohn JH (2014) Clinically severe portal hypertension: role of multi-detector row CT features in diagnosis. Dig Dis Sci 59 (9):2333-2343. https://doi.org/10.1007/s10620-014-3149-8

    Article  PubMed  Google Scholar 

  55. Iranmanesh P, Vazquez O, Terraz S, Majno P, Spahr L, Poncet A, Morel P, Mentha G, Toso C (2014) Accurate computed tomography-based portal pressure assessment in patients with hepatocellular carcinoma. J Hepatol 60 (5):969-974. https://doi.org/10.1016/j.jhep.2013.12.015

    Article  PubMed  Google Scholar 

  56. Sartoris R, Rautou PE, Elkrief L, Pollorsi G, Durand F, Valla D, Spahr L, Terraz S, Soubrane O, Cauchy F, Vilgrain V, Ronot M (2018) Quantification of Liver Surface Nodularity at CT: Utility for Detection of Portal Hypertension. Radiology 289 (3):698-707. https://doi.org/10.1148/radiol.2018181131

    Article  PubMed  Google Scholar 

  57. De Vos N, Sartoris R, Cauchy F, Rautou PE, Vilgrain V, Ronot M (2020) Performance of liver surface nodularity quantification for the diagnosis of portal hypertension in patients with cirrhosis: comparison between MRI with hepatobiliary phase sequences and CT. Abdom Radiol (NY) 45 (2):365-372. https://doi.org/10.1007/s00261-019-02355-y

    Article  Google Scholar 

  58. Lo GC, Besa C, King MJ, Kang M, Stueck A, Thung S, Wagner M, Smith AD, Taouli B (2017) Feasibility and reproducibility of liver surface nodularity quantification for the assessment of liver cirrhosis using CT and MRI. Eur J Radiol Open 4:95-100. https://doi.org/10.1016/j.ejro.2017.07.001

    Article  PubMed  PubMed Central  Google Scholar 

  59. Besa C, Wagner M, Lo G, Gordic S, Chatterji M, Kennedy P, Stueck A, Thung S, Babb J, Smith A, Taouli B (2018) Detection of liver fibrosis using qualitative and quantitative MR elastography compared to liver surface nodularity measurement, gadoxetic acid uptake, and serum markers. J Magn Reson Imaging 47 (6):1552-1561. https://doi.org/10.1002/jmri.25911

    Article  PubMed  Google Scholar 

  60. Sartoris R, Lazareth M, Nivolli A, Dioguardi Burgio M, Vilgrain V, Ronot M (2020) CT-based liver surface nodularity for the detection of clinically significant portal hypertension: defining measurement quality criteria. Abdom Radiol (NY). https://doi.org/10.1007/s00261-020-02519-1

    Article  Google Scholar 

  61. Li Y, Huang YS, Wang ZZ, Yang ZR, Sun F, Zhan SY, Liu XE, Zhuang H (2016) Systematic review with meta-analysis: the diagnostic accuracy of transient elastography for the staging of liver fibrosis in patients with chronic hepatitis B. Aliment Pharmacol Ther 43 (4):458-469. https://doi.org/10.1111/apt.13488

    Article  CAS  PubMed  Google Scholar 

  62. Njei B, McCarty TR, Luk J, Ewelukwa O, Ditah I, Lim JK (2016) Use of transient elastography in patients with HIV–HCV coinfection: A systematic review and meta-analysis. Journal of Gastroenterology and Hepatology 31 (10):1684-1693. https://doi.org/10.1111/jgh.13337

    Article  PubMed  PubMed Central  Google Scholar 

  63. Chon YE, Choi EH, Song KJ, Park JY, Kim DY, Han K-H, Chon CY, Ahn SH, Kim SU (2012) Performance of Transient Elastography for the Staging of Liver Fibrosis in Patients with Chronic Hepatitis B: A Meta-Analysis. PLOS ONE 7 (9):e44930. https://doi.org/10.1371/journal.pone.0044930

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  64. Tsochatzis EA, Gurusamy KS, Ntaoula S, Cholongitas E, Davidson BR, Burroughs AK (2011) Elastography for the diagnosis of severity of fibrosis in chronic liver disease: A meta-analysis of diagnostic accuracy. Journal of Hepatology 54 (4):650-659. https://doi.org/10.1016/j.jhep.2010.07.033

    Article  CAS  PubMed  Google Scholar 

  65. Stebbing J, Farouk L, Panos G, Anderson M, Jiao LR, Mandalia S, Bower M, Gazzard B, Nelson M (2010) A meta-analysis of transient elastography for the detection of hepatic fibrosis. J Clin Gastroenterol 44 (3):214-219. https://doi.org/10.1097/mcg.0b013e3181b4af1f

    Article  PubMed  Google Scholar 

  66. Friedrich–Rust M, Ong MF, Martens S, Sarrazin C, Bojunga J, Zeuzem S, Herrmann E (2008) Performance of Transient Elastography for the Staging of Liver Fibrosis: A Meta-Analysis. Gastroenterology 134 (4):960-974.e968. https://doi.org/10.1053/j.gastro.2008.01.034

    Article  PubMed  Google Scholar 

  67. Talwalkar JA, Kurtz DM, Schoenleber SJ, West CP, Montori VM (2007) Ultrasound-Based Transient Elastography for the Detection of Hepatic Fibrosis: Systematic Review and Meta-analysis. Clinical Gastroenterology and Hepatology 5 (10):1214-1220. https://doi.org/10.1016/j.cgh.2007.07.020

    Article  PubMed  Google Scholar 

  68. Shaheen AAM, Wan AF, Myers RP (2007) FibroTest and FibroScan for the Prediction of Hepatitis C-Related Fibrosis: A Systematic Review of Diagnostic Test Accuracy. The American Journal of Gastroenterology 102 (11):2589-2600. https://doi.org/10.1111/j.1572-0241.2007.01466.x

    Article  PubMed  Google Scholar 

  69. Shi K-Q, Fan Y-C, Pan Z-Z, Lin X-F, Liu W-Y, Chen Y-P, Zheng M-H (2013) Transient elastography: a meta-analysis of diagnostic accuracy in evaluation of portal hypertension in chronic liver disease. Liver International 33 (1):62-71. https://doi.org/10.1111/liv.12003

    Article  PubMed  Google Scholar 

  70. You M-W, Kim KW, Pyo J, Huh J, Kim HJ, Lee SJ, Park SH (2017) A Meta-analysis for the Diagnostic Performance of Transient Elastography for Clinically Significant Portal Hypertension. Ultrasound in Medicine & Biology 43 (1):59-68. https://doi.org/10.1016/j.ultrasmedbio.2016.07.025

    Article  Google Scholar 

  71. Augustin S, Millán L, González A, Martell M, Gelabert A, Segarra A, Serres X, Esteban R, Genescà J (2014) Detection of early portal hypertension with routine data and liver stiffness in patients with asymptomatic liver disease: A prospective study. Journal of Hepatology 60 (3):561-569. https://doi.org/10.1016/j.jhep.2013.10.027

    Article  PubMed  Google Scholar 

  72. Abraldes JG, Bureau C, Stefanescu H, Augustin S, Ney M, Blasco H, Procopet B, Bosch J, Genesca J, Berzigotti A, Anticipate I (2016) Noninvasive tools and risk of clinically significant portal hypertension and varices in compensated cirrhosis: The “Anticipate” study. Hepatology 64 (6):2173-2184. https://doi.org/10.1002/hep.28824

    Article  CAS  PubMed  Google Scholar 

  73. Augustin S, Pons M, Maurice JB, Bureau C, Stefanescu H, Ney M, Blasco H, Procopet B, Tsochatzis E, Westbrook RH, Bosch J, Berzigotti A, Abraldes JG, Genescà J (2017) Expanding the Baveno VI criteria for the screening of varices in patients with compensated advanced chronic liver disease. Hepatology 66 (6):1980-1988. https://doi.org/10.1002/hep.29363

    Article  PubMed  Google Scholar 

  74. Pu K, Shi J-H, Wang X, Tang Q, Wang X-J, Tang K-L, Long Z-Q, Hu X-S (2017) Diagnostic accuracy of transient elastography (FibroScan) in detection of esophageal varices in patients with cirrhosis: A meta-analysis. World Journal of Gastroenterology 23 (2):345-356. https://doi.org/10.3748/wjg.v23.i2.345

    Article  PubMed  PubMed Central  Google Scholar 

  75. Colecchia A, Montrone L, Scaioli E, Bacchi–Reggiani ML, Colli A, Casazza G, Schiumerini R, Turco L, Biase ARD, Mazzella G, Marzi L, Arena U, Pinzani M, Festi D (2012) Measurement of Spleen Stiffness to Evaluate Portal Hypertension and the Presence of Esophageal Varices in Patients With HCV-Related Cirrhosis. Gastroenterology 143 (3):646-654. https://doi.org/10.1053/j.gastro.2012.05.035

    Article  PubMed  Google Scholar 

  76. Calvaruso V, Bronte F, Conte E, Simone F, Craxì A, Di Marco V (2013) Modified spleen stiffness measurement by transient elastography is associated with presence of large oesophageal varices in patients with compensated hepatitis C virus cirrhosis. Journal of Viral Hepatitis 20 (12):867-874. https://doi.org/10.1111/jvh.12114

    Article  CAS  PubMed  Google Scholar 

  77. Sharma P, Kirnake V, Tyagi P, Bansal N, Singla V, Kumar A, Arora A (2013) Spleen Stiffness in Patients With Cirrhosis in Predicting Esophageal Varices. The American Journal of Gastroenterology 108 (7):1101-1107. https://doi.org/10.1038/ajg.2013.119

    Article  PubMed  Google Scholar 

  78. Stefanescu H, Grigorescu M, Lupsor M, Procopet B, Maniu A, Badea R (2011) Spleen stiffness measurement using fibroscan for the noninvasive assessment of esophageal varices in liver cirrhosis patients. Journal of Gastroenterology and Hepatology 26 (1):164-170. https://doi.org/10.1111/j.1440-1746.2010.06325.x

    Article  PubMed  Google Scholar 

  79. Colecchia A, Ravaioli F, Marasco G, Colli A, Dajti E, Di Biase AR, Bacchi Reggiani ML, Berzigotti A, Pinzani M, Festi D (2018) A combined model based on spleen stiffness measurement and Baveno VI criteria to rule out high-risk varices in advanced chronic liver disease. Journal of Hepatology 69 (2):308-317. https://doi.org/10.1016/j.jhep.2018.04.023

    Article  PubMed  Google Scholar 

  80. Morishita N, Hiramatsu N, Oze T, Harada N, Yamada R, Miyazaki M, Yakushijin T, Miyagi T, Yoshida Y, Tatsumi T, Kanto T, Takehara T (2014) Liver stiffness measurement by acoustic radiation force impulse is useful in predicting the presence of esophageal varices or high-risk esophageal varices among patients with HCV-related cirrhosis. Journal of Gastroenterology 49 (7):1175-1182. https://doi.org/10.1007/s00535-013-0877-z

    Article  PubMed  Google Scholar 

  81. Elkrief L, Rautou P-E, Ronot M, Lambert S, Dioguardi Burgio M, Francoz C, Plessier A, Durand F, Valla D, Lebrec D, Vilgrain V, Castéra L (2014) Prospective Comparison of Spleen and Liver Stiffness by Using Shear-Wave and Transient Elastography for Detection of Portal Hypertension in Cirrhosis. Radiology 275 (2):589-598. https://doi.org/10.1148/radiol.14141210

    Article  PubMed  Google Scholar 

  82. Cassinotto C, Charrie A, Mouries A, Lapuyade B, Hiriart J-B, Vergniol J, Gaye D, Hocquelet A, Charbonnier M, Foucher J, Laurent F, Chermak F, Montaudon M, de Ledinghen V (2015) Liver and spleen elastography using supersonic shear imaging for the non-invasive diagnosis of cirrhosis severity and oesophageal varices. Digestive and Liver Disease 47 (8):695-701. https://doi.org/10.1016/j.dld.2015.04.008

    Article  PubMed  Google Scholar 

  83. Takuma Y, Morimoto Y, Takabatake H, Toshikuni N, Tomokuni J, Sahara A, Matsueda K, Yamamoto H (2016) Measurement of Spleen Stiffness With Acoustic Radiation Force Impulse Imaging Predicts Mortality and Hepatic Decompensation in Patients With Liver Cirrhosis. Clinical Gastroenterology and Hepatology. https://doi.org/10.1016/j.cgh.2016.10.041

    Article  PubMed  Google Scholar 

  84. Takuma Y, Nouso K, Morimoto Y, Tomokuni J, Sahara A, Takabatake H, Matsueda K, Yamamoto H (2016) Portal Hypertension in Patients with Liver Cirrhosis: Diagnostic Accuracy of Spleen Stiffness. Radiology 279 (2):609-619. https://doi.org/10.1148/radiol.2015150690

    Article  PubMed  Google Scholar 

  85. Thiele M, Hugger MB, Kim Y, Rautou PE, Elkrief L, Jansen C, Verlinden W, Allegretti G, Israelsen M, Stefanescu H, Piscaglia F, Garcia-Pagan JC, Franque S, Berzigotti A, Castera L, Jeong WK, Trebicka J, Krag A (2020) 2D shear wave liver elastography by Aixplorer to detect portal hypertension in cirrhosis: An individual patient data meta-analysis. Liver Int 40 (6):1435-1446. https://doi.org/10.1111/liv.14439

    Article  PubMed  Google Scholar 

  86. Singh S, Venkatesh SK, Loomba R, Wang Z, Sirlin C, Chen J, Yin M, Miller FH, Low RN, Hassanein T, Godfrey EM, Asbach P, Murad MH, Lomas DJ, Talwalkar JA, Ehman RL (2016) Magnetic resonance elastography for staging liver fibrosis in non-alcoholic fatty liver disease: a diagnostic accuracy systematic review and individual participant data pooled analysis. Eur Radiol 26 (5):1431-1440. https://doi.org/10.1007/s00330-015-3949-z

    Article  PubMed  Google Scholar 

  87. Singh S, Venkatesh SK, Wang Z, Miller FH, Motosugi U, Low RN, Hassanein T, Asbach P, Godfrey EM, Yin M, Chen J, Keaveny AP, Bridges M, Bohte A, Murad MH, Lomas DJ, Talwalkar JA, Ehman RL (2015) Diagnostic performance of magnetic resonance elastography in staging liver fibrosis: a systematic review and meta-analysis of individual participant data. Clin Gastroenterol Hepatol 13 (3):440-451 e446. https://doi.org/10.1016/j.cgh.2014.09.046

  88. Dyvorne HA, Jajamovich GH, Besa C, Cooper N, Taouli B (2015) Simultaneous measurement of hepatic and splenic stiffness using MR elastography: preliminary experience. Abdom Imaging 40 (4):803-809. https://doi.org/10.1007/s00261-014-0255-1

    Article  PubMed  PubMed Central  Google Scholar 

  89. Yasar TK, Wagner M, Bane O, Besa C, Babb JS, Kannengiesser S, Fung M, Ehman RL, Taouli B (2016) Interplatform reproducibility of liver and spleen stiffness measured with MR elastography. J Magn Reson Imaging 43 (5):1064-1072. https://doi.org/10.1002/jmri.25077

    Article  PubMed  Google Scholar 

  90. Guo J, Büning C, Schott E, Kröncke T, Braun J, Sack I, Althoff C (2015) In Vivo Abdominal Magnetic Resonance Elastography for the Assessment of Portal Hypertension Before and After Transjugular Intrahepatic Portosystemic Shunt Implantation. Investigative Radiology 50 (5):347-351. https://doi.org/10.1097/rli.0000000000000136

    Article  CAS  PubMed  Google Scholar 

  91. Morisaka H, Motosugi U, Ichikawa S, Sano K, Ichikawa T, Enomoto N (2015) Association of splenic MR elastographic findings with gastroesophageal varices in patients with chronic liver disease. J Magn Reson Imaging 41 (1):117-124. https://doi.org/10.1002/jmri.24505

    Article  PubMed  Google Scholar 

  92. Ronot M, Lambert S, Elkrief L, Doblas S, Rautou P-E, Castera L, Vilgrain V, Sinkus R, Beers BEV, Garteiser P (2014) Assessment of portal hypertension and high-risk oesophageal varices with liver and spleen three-dimensional multifrequency MR elastography in liver cirrhosis. European Radiology 24 (6):1394-1402. https://doi.org/10.1007/s00330-014-3124-y

    Article  PubMed  Google Scholar 

  93. Shin SU, Lee J-M, Yu MH, Yoon JH, Han JK, Choi B-I, Glaser KJ, Ehman RL (2014) Prediction of Esophageal Varices in Patients with Cirrhosis: Usefulness of Three-dimensional MR Elastography with Echo-planar Imaging Technique. Radiology 272 (1):143-153. https://doi.org/10.1148/radiol.14130916

    Article  PubMed  Google Scholar 

  94. Talwalkar JA, Yin M, Venkatesh S, Rossman PJ, Grimm RC, Manduca A, Romano A, Kamath PS, Ehman RL (2009) Feasibility and Significance of in vivo Mean Spleen Stiffness Measurement by Magnetic Resonance Elastography for Assessing Portal Hypertension. AJR American journal of roentgenology 193 (1):122-127. https://doi.org/10.2214/ajr.07.3504

    Article  PubMed  PubMed Central  Google Scholar 

  95. Singh R, Wilson MP, Katlariwala P, Murad MH, McInnes MDF, Low G (2020) Accuracy of liver and spleen stiffness on magnetic resonance elastography for detecting portal hypertension: a systematic review and meta-analysis. Eur J Gastroenterol Hepatol. https://doi.org/10.1097/meg.0000000000001724

    Article  PubMed  Google Scholar 

  96. Arena U, Lupsor Platon M, Stasi C, Moscarella S, Assarat A, Bedogni G, Piazzolla V, Badea R, Laffi G, Marra F, Mangia A, Pinzani M (2013) Liver stiffness is influenced by a standardized meal in patients with chronic hepatitis C virus at different stages of fibrotic evolution. Hepatology 58 (1):65-72. https://doi.org/10.1002/hep.26343

    Article  CAS  PubMed  Google Scholar 

  97. Berzigotti A, Gottardi AD, Vukotic R, Siramolpiwat S, Abraldes JG, García-Pagan JC, Bosch J (2013) Effect of Meal Ingestion on Liver Stiffness in Patients with Cirrhosis and Portal Hypertension. PLOS ONE 8 (3):e58742. https://doi.org/10.1371/journal.pone.0058742

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  98. Hines CDG, Lindstrom MJ, Varma AK, Reeder SB (2011) Effects of postprandial state and mesenteric blood flow on the repeatability of MR elastography in asymptomatic subjects. J Magn Reson Imaging 33 (1):239-244. https://doi.org/10.1002/jmri.22354

    Article  PubMed  Google Scholar 

  99. Jajamovich GH, Dyvorne H, Donnerhack C, Taouli B (2014) Quantitative Liver MRI Combining Phase Contrast Imaging, Elastography, and DWI: Assessment of Reproducibility and Postprandial Effect at 3.0 T. PLoS ONE 9 (5). https://doi.org/10.1371/journal.pone.0097355

  100. Mederacke I, Wursthorn K, Kirschner J, Rifai K, Manns MP, Wedemeyer H, Bahr MJ (2009) Food intake increases liver stiffness in patients with chronic or resolved hepatitis C virus infection. Liver International 29 (10):1500-1506. https://doi.org/10.1111/j.1478-3231.2009.02100.x

    Article  PubMed  Google Scholar 

  101. Popescu A, Bota S, Sporea I, Sirli R, Danila M, Racean S, Suseanu D, Gradinaru O, Ivascu Siegfried C (2013) The Influence of Food Intake on Liver Stiffness Values Assessed by Acoustic Radiation Force Impulse Elastography—Preliminary Results. Ultrasound in Medicine & Biology 39 (4):579-584. https://doi.org/10.1016/j.ultrasmedbio.2012.11.013

    Article  Google Scholar 

  102. Yin M, Talwalkar JA, Glaser KJ, Venkatesh SK, Chen J, Manduca A, Ehman RL (2011) Dynamic Postprandial Hepatic Stiffness Augmentation Assessed With MR Elastography in Patients With Chronic Liver Disease. American Journal of Roentgenology 197 (1):64-70. https://doi.org/10.2214/ajr.10.5989

    Article  PubMed  Google Scholar 

  103. Arena U, Vizzutti F, Corti G, Ambu S, Stasi C, Bresci S, Moscarella S, Boddi V, Petrarca A, Laffi G, Marra F, Pinzani M (2008) Acute viral hepatitis increases liver stiffness values measured by transient elastography. Hepatology 47 (2):380-384. https://doi.org/10.1002/hep.22007

    Article  CAS  PubMed  Google Scholar 

  104. Coco B, Oliveri F, Maina AM, Ciccorossi P, Sacco R, Colombatto P, Bonino F, Brunetto MR (2007) Transient elastography: a new surrogate marker of liver fibrosis influenced by major changes of transaminases. Journal of Viral Hepatitis 14 (5):360-369. https://doi.org/10.1111/j.1365-2893.2006.00811.x

    Article  CAS  PubMed  Google Scholar 

  105. Sagir A, Erhardt A, Schmitt M, Häussinger D (2008) Transient elastography is unreliable for detection of cirrhosis in patients with acute liver damage. Hepatology 47 (2):592-595. https://doi.org/10.1002/hep.22056

    Article  CAS  PubMed  Google Scholar 

  106. Millonig G, Reimann FM, Friedrich S, Fonouni H, Mehrabi A, Büchler MW, Seitz HK, Mueller S (2008) Extrahepatic cholestasis increases liver stiffness (FibroScan) irrespective of fibrosis. Hepatology 48 (5):1718-1723. https://doi.org/10.1002/hep.22577

    Article  PubMed  Google Scholar 

  107. Pfeifer L, Strobel D, Neurath MF, Wildner D (2014) Liver stiffness assessed by acoustic radiation force impulse (ARFI) technology is considerably increased in patients with cholestasis. Ultraschall in Der Medizin (Stuttgart, Germany: 1980) 35 (4):364-367. https://doi.org/10.1055/s-0034-1366057

  108. Eaton JE, Dzyubak B, Venkatesh SK, Smyrk TC, Gores GJ, Ehman RL, LaRusso NF, Gossard AA, Lazaridis KN (2016) Performance of magnetic resonance elastography in primary sclerosing cholangitis. Journal of Gastroenterology and Hepatology 31 (6):1184-1190. https://doi.org/10.1111/jgh.13263

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  109. Berzigotti A (2017) Non-invasive evaluation of portal hypertension using ultrasound elastography. J Hepatol 67 (2):399-411. https://doi.org/10.1016/j.jhep.2017.02.003

    Article  PubMed  Google Scholar 

  110. Reiberger T, Ferlitsch A, Payer BA, Pinter M, Homoncik M, Peck-Radosavljevic M, Vienna Hepatic Hemodynamic L (2012) Non-selective β-blockers improve the correlation of liver stiffness and portal pressure in advanced cirrhosis. Journal of Gastroenterology 47 (5):561-568. https://doi.org/10.1007/s00535-011-0517-4

    Article  CAS  PubMed  Google Scholar 

  111. Castera L, Foucher J, Bernard PH, Carvalho F, Allaix D, Merrouche W, Couzigou P, de Ledinghen V (2010) Pitfalls of liver stiffness measurement: a 5-year prospective study of 13,369 examinations. Hepatology 51 (3):828-835. https://doi.org/10.1002/hep.23425

    Article  PubMed  Google Scholar 

  112. de Ledinghen V, Wong VW, Vergniol J, Wong GL, Foucher J, Chu SH, Le Bail B, Choi PC, Chermak F, Yiu KK, Merrouche W, Chan HL (2012) Diagnosis of liver fibrosis and cirrhosis using liver stiffness measurement: comparison between M and XL probe of FibroScan(R). J Hepatol 56 (4):833-839. https://doi.org/10.1016/j.jhep.2011.10.017

    Article  PubMed  Google Scholar 

  113. Bota S, Herkner H, Sporea I, Salzl P, Sirli R, Neghina AM, Peck-Radosavljevic M (2013) Meta-analysis: ARFI elastography versus transient elastography for the evaluation of liver fibrosis. Liver Int 33 (8):1138-1147. https://doi.org/10.1111/liv.12240

    Article  PubMed  Google Scholar 

  114. Sporea I, Bota S, Gradinaru-Tascau O, Sirli R, Popescu A, Jurchis A (2014) Which are the cut-off values of 2D-Shear Wave Elastography (2D-SWE) liver stiffness measurements predicting different stages of liver fibrosis, considering Transient Elastography (TE) as the reference method? Eur J Radiol 83 (3):e118-122. https://doi.org/10.1016/j.ejrad.2013.12.011

    Article  PubMed  Google Scholar 

  115. Wagner M, Corcuera-Solano I, Lo G, Esses S, Liao J, Besa C, Chen N, Abraham G, Fung M, Babb JS, Ehman RL, Taouli B (2017) Technical Failure of MR Elastography Examinations of the Liver: Experience from a Large Single-Center Study. Radiology 284 (2):401-412. https://doi.org/10.1148/radiol.2016160863

    Article  PubMed  Google Scholar 

  116. Wagner M, Besa C, Bou Ayache J, Yasar TK, Bane O, Fung M, Ehman RL, Taouli B (2016) Magnetic Resonance Elastography of the Liver: Qualitative and Quantitative Comparison of Gradient Echo and Spin Echo Echoplanar Imaging Sequences. Invest Radiol 51 (9):575-581. https://doi.org/10.1097/rli.0000000000000269

    Article  PubMed  PubMed Central  Google Scholar 

  117. Burkart DJ, Johnson CD, Morton MJ, Wolf RL, Ehman RL (1993) Volumetric flow rates in the portal venous system: measurement with cine phase-contrast MR imaging. AJR Am J Roentgenol 160 (5):1113-1118. https://doi.org/10.2214/ajr.160.5.8470589

    Article  CAS  PubMed  Google Scholar 

  118. Gouya H, Vignaux O, Sogni P, Mallet V, Oudjit A, Pol S, Legmann P (2011) Chronic liver disease: systemic and splanchnic venous flow mapping with optimized cine phase-contrast MR imaging validated in a phantom model and prospectively evaluated in patients. Radiology 261 (1):144-155. https://doi.org/10.1148/radiol.11101541

    Article  PubMed  Google Scholar 

  119. Hara AK, Burkart DJ, Johnson CD, Felmlee JP, Ehman RL, Ilstrup DM, Harmsen WS (1996) Variability of consecutive in vivo MR flow measurements in the main portal vein. AJR Am J Roentgenol 166 (6):1311-1315. https://doi.org/10.2214/ajr.166.6.8633438

    Article  CAS  PubMed  Google Scholar 

  120. Yzet T, Bouzerar R, Allart JD, Demuynck F, Legallais C, Robert B, Deramond H, Meyer ME, Balédent O (2010) Hepatic vascular flow measurements by phase contrast MRI and doppler echography: a comparative and reproducibility study. J Magn Reson Imaging 31 (3):579-588. https://doi.org/10.1002/jmri.22079

    Article  PubMed  Google Scholar 

  121. Jajamovich GH, Dyvorne H, Donnerhack C, Taouli B (2014) Quantitative liver MRI combining phase contrast imaging, elastography, and DWI: assessment of reproducibility and postprandial effect at 3.0 T. PLoS One 9 (5):e97355. https://doi.org/10.1371/journal.pone.0097355

  122. Soulat G, McCarthy P, Markl M (2020) 4D Flow with MRI. Annu Rev Biomed Eng. https://doi.org/10.1146/annurev-bioeng-100219-110055

    Article  PubMed  Google Scholar 

  123. Stankovic Z (2016) Four-dimensional flow magnetic resonance imaging in cirrhosis. World J Gastroenterol 22 (1):89-102. https://doi.org/10.3748/wjg.v22.i1.89

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  124. Chouhan MD, Mookerjee RP, Bainbridge A, Punwani S, Jones H, Davies N, Walker-Samuel S, Patch D, Jalan R, Halligan S, Lythgoe MF, Taylor SA (2017) Caval Subtraction 2D Phase-Contrast MRI to Measure Total Liver and Hepatic Arterial Blood Flow: Proof-of-Principle, Correlation With Portal Hypertension Severity and Validation in Patients With Chronic Liver Disease. Invest Radiol 52 (3):170-176. https://doi.org/10.1097/rli.0000000000000328

    Article  PubMed  Google Scholar 

  125. Gouya H, Grabar S, Vignaux O, Saade A, Pol S, Legmann P, Sogni P (2016) Portal hypertension in patients with cirrhosis: indirect assessment of hepatic venous pressure gradient by measuring azygos flow with 2D-cine phase-contrast magnetic resonance imaging. Eur Radiol 26 (7):1981-1990. https://doi.org/10.1007/s00330-015-3991-x

    Article  PubMed  Google Scholar 

  126. McAvoy NC, Semple S, Richards JM, Robson AJ, Patel D, Jardine AG, Leyland K, Cooper AS, Newby DE, Hayes PC (2016) Differential visceral blood flow in the hyperdynamic circulation of patients with liver cirrhosis. Aliment Pharmacol Ther 43 (9):947-954. https://doi.org/10.1111/apt.13571

    Article  CAS  PubMed  Google Scholar 

  127. McDonald N, Lilburn DML, Lachlan NJ, Macnaught G, Patel D, Jayaswal ANA, Hayes PC, Semple SI, Fallowfield JA (2017) Assessment of Haemodynamic Response to Nonselective Beta-Blockers in Portal Hypertension by Phase-Contrast Magnetic Resonance Angiography. Biomed Res Int 2017:9281450. https://doi.org/10.1155/2017/9281450

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  128. Palaniyappan N, Cox E, Bradley C, Scott R, Austin A, O’Neill R, Ramjas G, Travis S, White H, Singh R, Thurley P, Guha IN, Francis S, Aithal GP (2016) Non-invasive assessment of portal hypertension using quantitative magnetic resonance imaging. J Hepatol 65 (6):1131-1139. https://doi.org/10.1016/j.jhep.2016.07.021

    Article  PubMed  PubMed Central  Google Scholar 

  129. Villa G, Ringgaard S, Hermann I, Noble R, Brambilla P, Khatir DS, Zollner FG, Francis ST, Selby NM, Remuzzi A, Caroli A (2020) Phase-contrast magnetic resonance imaging to assess renal perfusion: a systematic review and statement paper. MAGMA 33 (1):3-21. https://doi.org/10.1007/s10334-019-00772-0

    Article  PubMed  Google Scholar 

  130. Dyvorne H, Knight-Greenfield A, Jajamovich G, Besa C, Cui Y, Stalder A, Markl M, Taouli B (2015) Abdominal 4D flow MR imaging in a breath hold: combination of spiral sampling and dynamic compressed sensing for highly accelerated acquisition. Radiology 275 (1):245-254. https://doi.org/10.1148/radiol.14140973

    Article  PubMed  Google Scholar 

  131. van Ooij P, Powell AL, Potters WV, Carr JC, Markl M, Barker AJ (2016) Reproducibility and interobserver variability of systolic blood flow velocity and 3D wall shear stress derived from 4D flow MRI in the healthy aorta. J Magn Reson Imaging 43 (1):236-248. https://doi.org/10.1002/jmri.24959

    Article  PubMed  Google Scholar 

  132. Saitta S, Pirola S, Piatti F, Votta E, Lucherini F, Pluchinotta F, Carminati M, Lombardi M, Geppert C, Cuomo F, Figueroa CA, Xu XY, Redaelli A (2019) Evaluation of 4D flow MRI-based non-invasive pressure assessment in aortic coarctations. J Biomech 94:13-21. https://doi.org/10.1016/j.jbiomech.2019.07.004

    Article  PubMed  Google Scholar 

  133. Bannas P, Roldan-Alzate A, Johnson KM, Woods MA, Ozkan O, Motosugi U, Wieben O, Reeder SB, Kramer H (2016) Longitudinal Monitoring of Hepatic Blood Flow before and after TIPS by Using 4D-Flow MR Imaging. Radiology 281 (2):574-582. https://doi.org/10.1148/radiol.2016152247

    Article  PubMed  Google Scholar 

  134. Frydrychowicz A, Roldan-Alzate A, Winslow E, Consigny D, Campo CA, Motosugi U, Johnson KM, Wieben O, Reeder SB (2017) Comparison of radial 4D Flow-MRI with perivascular ultrasound to quantify blood flow in the abdomen and introduction of a porcine model of pre-hepatic portal hypertension. Eur Radiol. https://doi.org/10.1007/s00330-017-4862-4

    Article  PubMed  PubMed Central  Google Scholar 

  135. Roldan-Alzate A, Frydrychowicz A, Niespodzany E, Landgraf BR, Johnson KM, Wieben O, Reeder SB (2013) In vivo validation of 4D flow MRI for assessing the hemodynamics of portal hypertension. J Magn Reson Imaging 37 (5):1100-1108. https://doi.org/10.1002/jmri.23906

    Article  PubMed  Google Scholar 

  136. Roldan-Alzate A, Frydrychowicz A, Said A, Johnson KM, Francois CJ, Wieben O, Reeder SB (2015) Impaired regulation of portal venous flow in response to a meal challenge as quantified by 4D flow MRI. J Magn Reson Imaging 42 (4):1009-1017. https://doi.org/10.1002/jmri.24886

    Article  PubMed  PubMed Central  Google Scholar 

  137. Stankovic Z, Csatari Z, Deibert P, Euringer W, Blanke P, Kreisel W, Abdullah Zadeh Z, Kallfass F, Langer M, Markl M (2012) Normal and altered three-dimensional portal venous hemodynamics in patients with liver cirrhosis. Radiology 262 (3):862-873. https://doi.org/10.1148/radiol.11110127

    Article  PubMed  Google Scholar 

  138. Stankovic Z, Csatari Z, Deibert P, Euringer W, Jung B, Kreisel W, Geiger J, Russe MF, Langer M, Markl M (2013) A feasibility study to evaluate splanchnic arterial and venous hemodynamics by flow-sensitive 4D MRI compared with Doppler ultrasound in patients with cirrhosis and controls. Eur J Gastroenterol Hepatol 25 (6):669-675. https://doi.org/10.1097/meg.0b013e32835e1297

    Article  PubMed  Google Scholar 

  139. Stankovic Z, Frydrychowicz A, Csatari Z, Panther E, Deibert P, Euringer W, Kreisel W, Russe M, Bauer S, Langer M, Markl M (2010) MR-based visualization and quantification of three-dimensional flow characteristics in the portal venous system. J Magn Reson Imaging 32 (2):466-475. https://doi.org/10.1002/jmri.22248

    Article  PubMed  Google Scholar 

  140. Motosugi U, Roldan-Alzate A, Bannas P, Said A, Kelly S, Zea R, Wieben O, Reeder SB (2019) Four-dimensional Flow MRI as a Marker for Risk Stratification of Gastroesophageal Varices in Patients with Liver Cirrhosis. Radiology 290 (1):101-107. https://doi.org/10.1148/radiol.2018180230

    Article  PubMed  Google Scholar 

  141. Frydrychowicz A, Landgraf BR, Niespodzany E, Verma RW, Roldan-Alzate A, Johnson KM, Wieben O, Reeder SB (2011) Four-dimensional velocity mapping of the hepatic and splanchnic vasculature with radial sampling at 3 tesla: a feasibility study in portal hypertension. J Magn Reson Imaging 34 (3):577-584. https://doi.org/10.1002/jmri.22712

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  142. Bane O, Peti S, Wagner M, Hectors S, Dyvorne H, Markl M, Taouli B (2019) Hemodynamic measurements with an abdominal 4D flow MRI sequence with spiral sampling and compressed sensing in patients with chronic liver disease. J Magn Reson Imaging 49 (4):994-1005. https://doi.org/10.1002/jmri.26305

    Article  PubMed  Google Scholar 

  143. Bollache E, Barker AJ, Dolan RS, Carr JC, van Ooij P, Ahmadian R, Powell A, Collins JD, Geiger J, Markl M (2018) k-t accelerated aortic 4D flow MRI in under two minutes: Feasibility and impact of resolution, k-space sampling patterns, and respiratory navigator gating on hemodynamic measurements. Magn Reson Med 79 (1):195-207. https://doi.org/10.1002/mrm.26661

    Article  PubMed  Google Scholar 

  144. Gulberg V, Haag K, Rossle M, Gerbes AL (2002) Hepatic arterial buffer response in patients with advanced cirrhosis. Hepatology 35 (3):630-634. https://doi.org/10.1053/jhep.2002.31722

    Article  PubMed  Google Scholar 

  145. Annet L, Materne R, Danse E, Jamart J, Horsmans Y, Van Beers BE (2003) Hepatic flow parameters measured with MR imaging and Doppler US: correlations with degree of cirrhosis and portal hypertension. Radiology 229 (2):409-414. https://doi.org/10.1148/radiol.2292021128

    Article  PubMed  Google Scholar 

  146. Dyvorne HA, Jajamovich GH, Bane O, Fiel MI, Chou H, Schiano TD, Dieterich D, Babb JS, Friedman SL, Taouli B (2016) Prospective comparison of magnetic resonance imaging to transient elastography and serum markers for liver fibrosis detection. Liver Int 36 (5):659-666. https://doi.org/10.1111/liv.13058

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  147. Wagner M, Hectors S, Bane O, Gordic S, Kennedy P, Besa C, Schiano TD, Thung S, Fischman A, Taouli B (2018) Noninvasive prediction of portal pressure with MR elastography and DCE-MRI of the liver and spleen: Preliminary results. J Magn Reson Imaging 48 (4):1091-1103. https://doi.org/10.1002/jmri.26026

    Article  PubMed  PubMed Central  Google Scholar 

  148. Costa AF, van der Pol CB, Maralani PJ, McInnes MDF, Shewchuk JR, Verma R, Hurrell C, Schieda N (2018) Gadolinium Deposition in the Brain: A Systematic Review of Existing Guidelines and Policy Statement Issued by the Canadian Association of Radiologists. Can Assoc Radiol J 69 (4):373-382. https://doi.org/10.1016/j.carj.2018.04.002

    Article  PubMed  Google Scholar 

  149. Lord ML, McNeill FE, Grafe JL, Noseworthy MD, Chettle DR (2018) Self-identified gadolinium toxicity: comparison of gadolinium in bone and urine to healthy gadolinium-based contrast agent exposed volunteers. Physiol Meas 39 (11):115008. https://doi.org/10.1088/1361-6579/aaedc6

    Article  PubMed  Google Scholar 

  150. Damme NM, Fernandez DP, Wang LM, Wu Q, Kirk RA, Towner RA, McNally JS, Hoffman JM, Morton KA (2020) Analysis of retention of gadolinium by brain, bone, and blood following linear gadolinium-based contrast agent administration in rats with experimental sepsis. Magn Reson Med 83 (6):1930-1939. https://doi.org/10.1002/mrm.28060

    Article  CAS  PubMed  Google Scholar 

  151. Stanescu AL, Shaw DW, Murata N, Murata K, Rutledge JC, Maloney E, Maravilla KR (2020) Brain tissue gadolinium retention in pediatric patients after contrast-enhanced magnetic resonance exams: pathological confirmation. Pediatr Radiol 50 (3):388-396. https://doi.org/10.1007/s00247-019-04535-w

    Article  PubMed  Google Scholar 

  152. Talakic E, Schaffellner S, Kniepeiss D, Mueller H, Stauber R, Quehenberger F, Schoellnast H (2017) CT perfusion imaging of the liver and the spleen in patients with cirrhosis: Is there a correlation between perfusion and portal venous hypertension? Eur Radiol 27 (10):4173-4180. https://doi.org/10.1007/s00330-017-4788-x

    Article  PubMed  PubMed Central  Google Scholar 

  153. Tsushima Y, Koizumi J, Yokoyama H, Takeda A, Kusano S (1998) Evaluation of portal pressure by splenic perfusion measurement using dynamic CT. AJR Am J Roentgenol 170 (1):153-155. https://doi.org/10.2214/ajr.170.1.9423623

    Article  CAS  PubMed  Google Scholar 

  154. Asenbaum U, Ba-Ssalamah A, Mandorfer M, Nolz R, Furtner J, Reiberger T, Ferlitsch A, Kaczirek K, Trauner M, Peck-Radosavljevic M, Wibmer AG (2017) Effects of Portal Hypertension on Gadoxetic Acid-Enhanced Liver Magnetic Resonance: Diagnostic and Prognostic Implications. Invest Radiol 52 (8):462-469. https://doi.org/10.1097/rli.0000000000000366

    Article  CAS  PubMed  Google Scholar 

  155. Bane O, Hectors SJ, Wagner M, Arlinghaus LL, Aryal MP, Cao Y, Chenevert TL, Fennessy F, Huang W, Hylton NM, Kalpathy-Cramer J, Keenan KE, Malyarenko DI, Mulkern RV, Newitt DC, Russek SE, Stupic KF, Tudorica A, Wilmes LJ, Yankeelov TE, Yen YF, Boss MA, Taouli B (2018) Accuracy, repeatability, and interplatform reproducibility of T1 quantification methods used for DCE-MRI: Results from a multicenter phantom study. Magn Reson Med 79 (5):2564-2575. https://doi.org/10.1002/mrm.26903

    Article  PubMed  Google Scholar 

  156. Dekkers IA, Lamb HJ (2018) Clinical application and technical considerations of T1 & T2(*) mapping in cardiac, liver, and renal imaging. Br J Radiol 91 (1092):20170825. https://doi.org/10.1259/bjr.20170825

    Article  PubMed  PubMed Central  Google Scholar 

  157. Besa C, Bane O, Jajamovich G, Marchione J, Taouli B (2015) 3D T1 relaxometry pre and post gadoxetic acid injection for the assessment of liver cirrhosis and liver function. Magn Reson Imaging 33 (9):1075-1082. https://doi.org/10.1016/j.mri.2015.06.013

    Article  PubMed  Google Scholar 

  158. Luetkens JA, Klein S, Traber F, Schmeel FC, Sprinkart AM, Kuetting DLR, Block W, Uschner FE, Schierwagen R, Hittatiya K, Kristiansen G, Gieseke J, Schild HH, Trebicka J, Kukuk GM (2018) Quantification of Liver Fibrosis at T1 and T2 Mapping with Extracellular Volume Fraction MRI: Preclinical Results. Radiology 288 (3):748-754. https://doi.org/10.1148/radiol.2018180051

    Article  PubMed  Google Scholar 

  159. Bachtiar V, Kelly MD, Wilman HR, Jacobs J, Newbould R, Kelly CJ, Gyngell ML, Groves KE, McKay A, Herlihy AH, Fernandes CC, Halberstadt M, Maguire M, Jayaratne N, Linden S, Neubauer S, Banerjee R (2019) Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver. PLoS One 14 (4):e0214921. https://doi.org/10.1371/journal.pone.0214921

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  160. Banerjee R, Pavlides M, Tunnicliffe EM, Piechnik SK, Sarania N, Philips R, Collier JD, Booth JC, Schneider JE, Wang LM, Delaney DW, Fleming KA, Robson MD, Barnes E, Neubauer S (2014) Multiparametric magnetic resonance for the non-invasive diagnosis of liver disease. J Hepatol 60 (1):69-77. https://doi.org/10.1016/j.jhep.2013.09.002

    Article  PubMed  PubMed Central  Google Scholar 

  161. Pavlides M, Banerjee R, Sellwood J, Kelly CJ, Robson MD, Booth JC, Collier J, Neubauer S, Barnes E (2016) Multiparametric magnetic resonance imaging predicts clinical outcomes in patients with chronic liver disease. J Hepatol 64 (2):308-315. https://doi.org/10.1016/j.jhep.2015.10.009

    Article  PubMed  PubMed Central  Google Scholar 

  162. Dillman JR, Serai SD, Trout AT, Singh R, Tkach JA, Taylor AE, Blaxall BC, Fei L, Miethke AG (2019) Diagnostic performance of quantitative magnetic resonance imaging biomarkers for predicting portal hypertension in children and young adults with autoimmune liver disease. Pediatr Radiol 49 (3):332-341. https://doi.org/10.1007/s00247-018-4319-1

    Article  PubMed  PubMed Central  Google Scholar 

  163. Hoffman DH, Ayoola A, Nickel D, Han F, Chandarana H, Babb J, Shanbhogue KP (2020) MR elastography, T1 and T2 relaxometry of liver: role in noninvasive assessment of liver function and portal hypertension. Abdom Radiol (NY). https://doi.org/10.1007/s00261-020-02432-7

    Article  Google Scholar 

  164. Wood JC, Enriquez C, Ghugre N, Tyzka JM, Carson S, Nelson MD, Coates TD (2005) MRI R2 and R2* mapping accurately estimates hepatic iron concentration in transfusion-dependent thalassemia and sickle cell disease patients. Blood 106 (4):1460-1465. https://doi.org/10.1182/blood-2004-10-3982

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  165. Hectors SJ, Bane O, Stocker D, Carbonell G, Lewis S, Kennedy P, Schiano TD, Thung S, Fischman A, Taouli B (2020) Splenic T1rho as a noninvasive biomarker for portal hypertension. J Magn Reson Imaging. https://doi.org/10.1002/jmri.27087

    Article  PubMed  Google Scholar 

  166. Rosenkrantz AB, Storey P, Gilet AG, Niver BE, Babb JS, Hajdu CH, Lee VS (2012) Magnetization transfer contrast-prepared MR imaging of the liver: inability to distinguish healthy from cirrhotic liver. Radiology 262 (1):136-143. https://doi.org/10.1148/radiol.11111043

    Article  PubMed  Google Scholar 

  167. Singh A, Reddy D, Haris M, Cai K, Rajender Reddy K, Hariharan H, Reddy R (2015) T1rho MRI of healthy and fibrotic human livers at 1.5 T. J Transl Med 13:292. https://doi.org/10.1186/s12967-015-0648-0

  168. Hectors SJ, Bane O, Kennedy P, El Salem F, Menon M, Segall M, Khaim R, Delaney V, Lewis S, Taouli B (2019) T1rho mapping for assessment of renal allograft fibrosis. J Magn Reson Imaging 50 (4):1085-1091. https://doi.org/10.1002/jmri.26656

    Article  PubMed  Google Scholar 

  169. Yoon JH, Lee JM, Paek M, Han JK, Choi BI (2016) Quantitative assessment of hepatic function: modified look-locker inversion recovery (MOLLI) sequence for T1 mapping on Gd-EOB-DTPA-enhanced liver MR imaging. Eur Radiol 26 (6):1775-1782. https://doi.org/10.1007/s00330-015-3994-7

    Article  PubMed  Google Scholar 

  170. Levick C, Phillips-Hughes J, Collier J, Banerjee R, Cobbold JF, Wang LM, Piechnik SK, Robson MD, Neubauer S, Barnes E, Pavlides M (2019) Non-invasive assessment of portal hypertension by multi-parametric magnetic resonance imaging of the spleen: A proof of concept study. PLoS One 14 (8):e0221066. https://doi.org/10.1371/journal.pone.0221066

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  171. Takayama Y, Nishie A, Asayama Y, Ushijima Y, Okamoto D, Fujita N, Morita K, Shirabe K, Kotoh K, Kubo Y, Okuaki T, Honda H (2015) T1 rho Relaxation of the liver: A potential biomarker of liver function. J Magn Reson Imaging 42 (1):188-195. https://doi.org/10.1002/jmri.24739

    Article  PubMed  Google Scholar 

  172. Bolognesi M, Merkel C, Sacerdoti D, Nava V, Gatta A (2002) Role of spleen enlargement in cirrhosis with portal hypertension. Dig Liver Dis 34 (2):144-150. https://doi.org/10.1016/s1590-8658(02)80246-8

    Article  CAS  PubMed  Google Scholar 

  173. Piecha F, Mandorfer M, Peccerella T, Ozga AK, Poth T, Vonbank A, Seitz HK, Rausch V, Reiberger T, Mueller S (2018) Pharmacological decrease of liver stiffness is pressure-related and predicts long-term clinical outcome. Am J Physiol Gastrointest Liver Physiol 315 (4):G484-G494. https://doi.org/10.1152/ajpgi.00392.2017

    Article  CAS  PubMed  Google Scholar 

  174. Piyachaturawat P, Siramolpiwat S, Sonsiri K, Tangkijvanich P, Treeprasertsuk S (2018) Changes in transient elastography in early cirrhotic patients after receiving nonselective B-blocker for primary variceal bleeding prophylaxis: Three-month follow up. JGH Open 2 (5):172-177. https://doi.org/10.1002/jgh3.12063

    Article  PubMed  PubMed Central  Google Scholar 

  175. Buechter M, Manka P, Theysohn JM, Reinboldt M, Canbay A, Kahraman A (2018) Spleen stiffness is positively correlated with HVPG and decreases significantly after TIPS implantation. Dig Liver Dis 50 (1):54-60. https://doi.org/10.1016/j.dld.2017.09.138

    Article  PubMed  Google Scholar 

  176. Jansen C, Moller P, Meyer C, Kolbe CC, Bogs C, Pohlmann A, Schierwagen R, Praktiknjo M, Abdullah Z, Lehmann J, Thomas D, Strassburg CP, Latz E, Mueller S, Rossle M, Trebicka J (2018) Increase in liver stiffness after transjugular intrahepatic portosystemic shunt is associated with inflammation and predicts mortality. Hepatology 67 (4):1472-1484. https://doi.org/10.1002/hep.29612

    Article  CAS  PubMed  Google Scholar 

  177. De Santis A, Nardelli S, Bassanelli C, Lupo M, Iegri C, Di Ciesco CA, Forlino M, Farcomeni A, Riggio O (2018) Modification of splenic stiffness on acoustic radiation force impulse parallels the variation of portal pressure induced by transjugular intrahepatic portosystemic shunt. J Gastroenterol Hepatol 33 (3):704-709. https://doi.org/10.1111/jgh.13907

    Article  PubMed  Google Scholar 

  178. Gao J, Ran HT, Ye XP, Zheng YY, Zhang DZ, Wang ZG (2012) The stiffness of the liver and spleen on ARFI Imaging pre and post TIPS placement: a preliminary observation. Clin Imaging 36 (2):135-141. https://doi.org/10.1016/j.clinimag.2011.11.014

    Article  PubMed  Google Scholar 

  179. Hirsch S, Guo J, Reiter R, Schott E, Buning C, Somasundaram R, Braun J, Sack I, Kroencke TJ (2014) Towards compression-sensitive magnetic resonance elastography of the liver: sensitivity of harmonic volumetric strain to portal hypertension. J Magn Reson Imaging 39 (2):298-306. https://doi.org/10.1002/jmri.24165

    Article  PubMed  Google Scholar 

  180. Wang HW, Shi HN, Cheng J, Xie F, Luo YK, Tang J (2018) Real-time shear wave elastography (SWE) assessment of short- and long-term treatment outcome in Budd-Chiari syndrome: A pilot study. PLoS One 13 (5):e0197550. https://doi.org/10.1371/journal.pone.0197550

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  181. Stankovic Z, Rossle M, Euringer W, Schultheiss M, Salem R, Barker A, Carr J, Langer M, Markl M, Collins JD (2015) Effect of TIPS placement on portal and splanchnic arterial blood flow in 4-dimensional flow MRI. Eur Radiol 25 (9):2634-2640. https://doi.org/10.1007/s00330-015-3663-x

    Article  PubMed  Google Scholar 

  182. Foshager MC, Ferral H, Nazarian GK, Castañeda-Zúñiga WR, Letourneau JG (1995) Duplex sonography after transjugular intrahepatic portosystemic shunts (TIPS): normal hemodynamic findings and efficacy in predicting shunt patency and stenosis. AJR Am J Roentgenol 165 (1):1-7. https://doi.org/10.2214/ajr.165.1.7785564

    Article  CAS  PubMed  Google Scholar 

  183. Farrar CT, Gale EM, Kennan R, Ramsay I, Masia R, Arora G, Looby K, Wei L, Kalpathy-Cramer J, Bunzel MM, Zhang C, Zhu Y, Akiyama TE, Klimas M, Pinto S, Diyabalanage H, Tanabe KK, Humblet V, Fuchs BC, Caravan P (2018) CM-101: Type I Collagen-targeted MR Imaging Probe for Detection of Liver Fibrosis. Radiology 287 (2):581-589. https://doi.org/10.1148/radiol.2017170595

    Article  PubMed  Google Scholar 

  184. Salarian M, Turaga RC, Xue S, Nezafati M, Hekmatyar K, Qiao J, Zhang Y, Tan S, Ibhagui OY, Hai Y, Li J, Mukkavilli R, Sharma M, Mittal P, Min X, Keilholz S, Yu L, Qin G, Farris AB, Liu ZR, Yang JJ (2019) Early detection and staging of chronic liver diseases with a protein MRI contrast agent. Nat Commun 10 (1):4777. https://doi.org/10.1038/s41467-019-11984-2

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  185. Berhane H, Scott M, Elbaz M, Jarvis K, McCarthy P, Carr J, Malaisrie C, Avery R, Barker AJ, Robinson JD, Rigsby CK, Markl M (2020) Fully automated 3D aortic segmentation of 4D flow MRI for hemodynamic analysis using deep learning. Magn Reson Med. https://doi.org/10.1002/mrm.28257

    Article  PubMed  PubMed Central  Google Scholar 

  186. Weiss J, Ruff C, Grosse U, Grozinger G, Horger M, Nikolaou K, Gatidis S (2019) Assessment of Hepatic Perfusion Using GRASP MRI: Bringing Liver MRI on a New Level. Invest Radiol 54 (12):737-743. https://doi.org/10.1097/rli.0000000000000586

    Article  PubMed  Google Scholar 

  187. Feng L, Huang C, Shanbhogue K, Sodickson DK, Chandarana H, Otazo R (2018) RACER-GRASP: Respiratory-weighted, aortic contrast enhancement-guided and coil-unstreaking golden-angle radial sparse MRI. Magn Reson Med 80 (1):77-89. https://doi.org/10.1002/mrm.27002

    Article  PubMed  Google Scholar 

  188. Chandarana H, Feng L, Ream J, Wang A, Babb JS, Block KT, Sodickson DK, Otazo R (2015) Respiratory Motion-Resolved Compressed Sensing Reconstruction of Free-Breathing Radial Acquisition for Dynamic Liver Magnetic Resonance Imaging. Invest Radiol 50 (11):749-756. https://doi.org/10.1097/rli.0000000000000179

    Article  PubMed  PubMed Central  Google Scholar 

  189. Chandarana H, Feng L, Block TK, Rosenkrantz AB, Lim RP, Babb JS, Sodickson DK, Otazo R (2013) Free-breathing contrast-enhanced multiphase MRI of the liver using a combination of compressed sensing, parallel imaging, and golden-angle radial sampling. Invest Radiol 48 (1):10-16. https://doi.org/10.1097/rli.0b013e318271869c

    Article  PubMed  PubMed Central  Google Scholar 

  190. Gu Y, Wang CY, Anderson CE, Liu Y, Hu H, Johansen ML, Ma D, Jiang Y, Ramos-Estebanez C, Brady-Kalnay S, Griswold MA, Flask CA, Yu X (2018) Fast magnetic resonance fingerprinting for dynamic contrast-enhanced studies in mice. Magn Reson Med 80 (6):2681-2690. https://doi.org/10.1002/mrm.27345

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  191. Sourbron S, Sommer WH, Reiser MF, Zech CJ (2012) Combined quantification of liver perfusion and function with dynamic gadoxetic acid-enhanced MR imaging. Radiology 263 (3):874-883. https://doi.org/10.1148/radiol.12110337

    Article  PubMed  Google Scholar 

  192. Liu F, Ning Z, Liu Y, Liu D, Tian J, Luo H, An W, Huang Y, Zou J, Liu C, Liu C, Wang L, Liu Z, Qi R, Zuo C, Zhang Q, Wang J, Zhao D, Duan Y, Peng B, Qi X, Zhang Y, Yang Y, Hou J, Dong J, Li Z, Ding H, Zhang Y, Qi X (2018) Development and validation of a radiomics signature for clinically significant portal hypertension in cirrhosis (CHESS1701): a prospective multicenter study. EBioMedicine 36:151-158. https://doi.org/10.1016/j.ebiom.2018.09.023

    Article  PubMed  PubMed Central  Google Scholar 

  193. Tseng Y, Ma L, Li S, Luo T, Luo J, Zhang W, Wang J, Chen S (2020) Application of CT-based radiomics in predicting portal pressure and patient outcome in portal hypertension. Eur J Radiol 126:108927. https://doi.org/10.1016/j.ejrad.2020.108927

    Article  PubMed  Google Scholar 

  194. Liu Y, Ning Z, Ormeci N, An W, Yu Q, Han K, Huang Y, Liu D, Liu F, Li Z, Ding H, Luo H, Zuo C, Liu C, Wang J, Zhang C, Ji J, Wang W, Wang Z, Wang W, Yuan M, Li L, Zhao Z, Wang G, Li M, Liu Q, Lei J, Liu C, Tang T, Akcalar S, Celebioglu E, Ustuner E, Bilgic S, Ellik Z, Asiller OO, Liu Z, Teng G, Chen Y, Hou J, Li X, He X, Dong J, Tian J, Liang P, Ju S, Zhang Y, Qi X (2020) Deep Convolutional Neural Network-aided Detection of Portal Hypertension in Patients With Cirrhosis. Clin Gastroenterol Hepatol. https://doi.org/10.1016/j.cgh.2020.03.034

    Article  PubMed  PubMed Central  Google Scholar 

  195. Vizzutti F, Arena U, Romanelli RG, Rega L, Foschi M, Colagrande S, Petrarca A, Moscarella S, Belli G, Zignego AL, Marra F, Laffi G, Pinzani M (2007) Liver stiffness measurement predicts severe portal hypertension in patients with HCV-related cirrhosis. Hepatology 45 (5):1290-1297. https://doi.org/10.1002/hep.21665

    Article  PubMed  Google Scholar 

  196. Bureau C, Metivier S, Peron JM, Selves J, Robic MA, Gourraud PA, Rouquet O, Dupuis E, Alric L, Vinel JP (2008) Transient elastography accurately predicts presence of significant portal hypertension in patients with chronic liver disease. Aliment Pharmacol Ther 27 (12):1261-1268. https://doi.org/10.1111/j.1365-2036.2008.03701.x

    Article  CAS  PubMed  Google Scholar 

  197. Lemoine M, Katsahian S, Ziol M, Nahon P, Ganne-Carrie N, Kazemi F, Grando-Lemaire V, Trinchet JC, Beaugrand M (2008) Liver stiffness measurement as a predictive tool of clinically significant portal hypertension in patients with compensated hepatitis C virus or alcohol-related cirrhosis. Aliment Pharmacol Ther 28 (9):1102-1110. https://doi.org/10.1111/j.1365-2036.2008.03825.x

    Article  CAS  PubMed  Google Scholar 

  198. Sanchez-Conde M, Miralles P, Bellon JM, Rincon D, Ramirez M, Gutierrez I, Ripoll C, Lopez JC, Cosin J, Clemente G, Lo Iacono O, Banares R, Berenguer J (2011) Use of transient elastography (FibroScan(R)) for the noninvasive assessment of portal hypertension in HIV/HCV-coinfected patients. J Viral Hepat 18 (10):685-691. https://doi.org/10.1111/j.1365-2893.2010.01371.x

    Article  CAS  PubMed  Google Scholar 

  199. Llop E, Berzigotti A, Reig M, Erice E, Reverter E, Seijo S, Abraldes JG, Bruix J, Bosch J, Garcia-Pagan JC (2012) Assessment of portal hypertension by transient elastography in patients with compensated cirrhosis and potentially resectable liver tumors. J Hepatol 56 (1):103-108. https://doi.org/10.1016/j.jhep.2011.06.027

    Article  PubMed  Google Scholar 

  200. Reiberger T, Ferlitsch A, Payer BA, Pinter M, Schwabl P, Stift J, Trauner M, Peck-Radosavljevic M (2012) Noninvasive screening for liver fibrosis and portal hypertension by transient elastography—a large single center experience. Wien Klin Wochenschr 124 (11):395-402. https://doi.org/10.1007/s00508-012-0190-5

    Article  PubMed  Google Scholar 

  201. Hong WK, Kim MY, Baik SK, Shin SY, Kim JM, Kang YS, Lim YL, Kim YJ, Cho YZ, Hwang HW, Lee JH, Chae MH, Kim HA, Kang HW, Kwon SO (2013) The usefulness of non-invasive liver stiffness measurements in predicting clinically significant portal hypertension in cirrhotic patients: Korean data. Clinical and Molecular Hepatology 19 (4):370-375. https://doi.org/10.3350/cmh.2013.19.4.370

    Article  PubMed  PubMed Central  Google Scholar 

  202. Schwabl P, Bota S, Salzl P, Mandorfer M, Payer BA, Ferlitsch A, Stift J, Wrba F, Trauner M, Peck‐Radosavljevic M, Reiberger T (2015) New reliability criteria for transient elastography increase the number of accurate measurements for screening of cirrhosis and portal hypertension. Liver International 35 (2):381-390. https://doi.org/10.1111/liv.12623

    Article  PubMed  Google Scholar 

  203. Kitson MT, Roberts SK, Colman JC, Paul E, Button P, Kemp W (2015) Liver stiffness and the prediction of clinically significant portal hypertension and portal hypertensive complications. Scand J Gastroenterol 50 (4):462-469. https://doi.org/10.3109/00365521.2014.964758

    Article  PubMed  Google Scholar 

  204. Cho EJ, Kim MY, Lee J-H, Lee IY, Lim YL, Choi DH, Kim YJ, Yoon J-H, Baik SK (2015) Diagnostic and Prognostic Values of Noninvasive Predictors of Portal Hypertension in Patients with Alcoholic Cirrhosis. PLOS ONE 10 (7):e0133935. https://doi.org/10.1371/journal.pone.0133935

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  205. Zykus R, Jonaitis L, Petrenkienė V, Pranculis A, Kupčinskas L (2015) Liver and spleen transient elastography predicts portal hypertension in patients with chronic liver disease: a prospective cohort study. BMC Gastroenterol 15 (1):183. https://doi.org/10.1186/s12876-015-0414-z

    Article  PubMed  PubMed Central  Google Scholar 

  206. Kumar A, Nm K, Sa A, P S, N B, V S, A A (2017) Correlation of transient elastography with hepatic venous pressure gradient in patients with cirrhotic portal hypertension: A study of 326 patients from India. World Journal of Gastroenterology 23 (4):687-696. https://doi.org/10.3748/wjg.v23.i4.687

    Article  PubMed  PubMed Central  Google Scholar 

  207. Salzl P, Reiberger T, Ferlitsch M, Payer BA, Schwengerer B, Trauner M, Peck-Radosavljevic M, Ferlitsch A (2014) Evaluation of portal hypertension and varices by acoustic radiation force impulse imaging of the liver compared to transient elastography and AST to platelet ratio index. Ultraschall Med 35 (6):528-533. https://doi.org/10.1055/s-0034-1366506

    Article  CAS  PubMed  Google Scholar 

  208. Procopet B, Berzigotti A, Abraldes JG, Turon F, Hernandez-Gea V, García-Pagán JC, Bosch J (2015) Real-time shear-wave elastography: Applicability, reliability and accuracy for clinically significant portal hypertension. Journal of Hepatology 62 (5):1068-1075. https://doi.org/10.1016/j.jhep.2014.12.007

    Article  PubMed  Google Scholar 

  209. Kim TY, Jeong WK, Sohn JH, Kim J, Kim MY, Kim Y (2015) Evaluation of portal hypertension by real-time shear wave elastography in cirrhotic patients. Liver International 35 (11):2416-2424. https://doi.org/10.1111/liv.12846

    Article  PubMed  Google Scholar 

  210. Lee CM, Jeong WK, Lim S, Kim Y, Kim J, Kim TY, Sohn JH (2016) Diagnosis of Clinically Significant Portal Hypertension in Patients with Cirrhosis: Splenic Arterial Resistive Index versus Liver Stiffness Measurement. Ultrasound Med Biol 42 (6):1312-1320. https://doi.org/10.1016/j.ultrasmedbio.2016.01.026

    Article  PubMed  Google Scholar 

  211. Jansen C, Bogs C, Verlinden W, Thiele M, Möller P, Görtzen J, Lehmann J, Vanwolleghem T, Vonghia L, Praktiknjo M, Chang J, Krag A, Strassburg CP, Francque S, Trebicka J (2017) Shear-wave elastography of the liver and spleen identifies clinically significant portal hypertension: A prospective multicentre study. Liver International 37 (3):396-405. https://doi.org/10.1111/liv.13243

    Article  PubMed  Google Scholar 

  212. Zhu Y-l, Ding H, Fu T-t, Peng S-y, Chen S-y, Luo J-j, Wang W-p (2019) Portal hypertension in hepatitis B-related cirrhosis: Diagnostic accuracy of liver and spleen stiffness by 2-D shear-wave elastography. Hepatology Research 49 (5):540-549. https://doi.org/10.1111/hepr.13306

    Article  PubMed  Google Scholar 

  213. Elkrief L, Ronot M, Andrade F, Dioguardi Burgio M, Issoufaly T, Zappa M, Roux O, Bissonnette J, Payance A, Lebrec D, Francoz C, Soubrane O, Valla D, Durand F, Vilgrain V, Castera L, Rautou PE (2018) Non-invasive evaluation of portal hypertension using shear-wave elastography: analysis of two algorithms combining liver and spleen stiffness in 191 patients with cirrhosis. Aliment Pharmacol Ther 47 (5):621-630. https://doi.org/10.1111/apt.14488

    Article  CAS  PubMed  Google Scholar 

  214. Attia D, Schoenemeier B, Rodt T, Negm AA, Lenzen H, Lankisch TO, Manns M, Gebel M, Potthoff A (2015) Evaluation of Liver and Spleen Stiffness with Acoustic Radiation Force Impulse Quantification Elastography for Diagnosing Clinically Significant Portal Hypertension. Ultraschall in Med 36 (06):603-610. https://doi.org/10.1055/s-0041-107971

    Article  CAS  Google Scholar 

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Correspondence to Bachir Taouli.

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Kennedy, P., Bane, O., Hectors, S.J. et al. Noninvasive imaging assessment of portal hypertension. Abdom Radiol 45, 3473–3495 (2020). https://doi.org/10.1007/s00261-020-02729-7

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