Skip to main content
Log in

Acoustic radiation force impulse quantification of spleen elasticity for assessing liver fibrosis

  • Elastography Section
  • Published:
Abdominal Imaging Aims and scope Submit manuscript

Abstract

Purpose: The purpose of this study is to assess the correlation between liver fibrosis and spleen stiffness measured by ARFI in patients with chronic viral hepatitis (B or C) and to explore the possible complementary role of spleen and liver ARFI in grading liver fibrosis. Methods: 84 subjects (51 patients, 33 healthy volunteers) were enrolled. ARFI of the spleen and the liver was performed. Patients subsequently underwent liver biopsy for grading liver fibrosis according to Knodell scoring system. Multivariate logistic regression and decision tree analysis were adopted to test the relationship between spleen and liver stiffness (independent variables) and liver fibrosis (F1< vs. ≥F3). Leave-One-Out Cross-Validation was used for validating the predictive classification models. Area under the ROC curve (AUROCC) was used as accuracy metric. Results: Spleen ARFI was able to discriminate early (F1) from severe (≥F3) liver fibrosis with an optimal cut-off of 3.05 m/s: AUROCC 0.807, cross-validated AUROCC 0.614. Liver ARFI was superior to spleen ARFI, using a cut-off of 2.11 m/s: AUROCC 0.879, cross-validated AUROCC 0.672. Neither spleen nor liver ARFI was able to differentiate healthy volunteers from F1 patients. Odds ratios derived from logistic regression were 23.1 and 9.9 for liver and spleen ARFI, respectively; resulting AUROCC was 0.905 (cross-validated 0.848). A decision tree considering the sequential use of liver and spleen ARFI with cut-off of 2.14 and 3.39 m/s, respectively, resulted in AUROCC of 0.903 (cross-validated 0.7). Conclusions: Spleen ARFI has the potential to discriminate early from severe liver fibrosis. Spleen and liver ARFI, when combined, show a better discriminative power than liver ARFI alone.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Nagasue N, Dhar DK, Yamanoi A, et al. (2002) Production and release of endothelin-1 from the gut and spleen in portal hypertension due to cirrhosis. Hepathology 31:1107–1114

    Article  Google Scholar 

  2. Merkel C, Gatta A, Arnaboldi L, Zuin R (1985) Splenic haemodynamics and portal hypertension in patients with liver cirrhosis and spleen enlargement. Clin Physiol 5:531–539

    Article  CAS  PubMed  Google Scholar 

  3. Cavalli G, Re G, Casali AM (1984) Red pulp arterial terminals in congestive splenomegaly: a morphometric study. Pathol Res Pract 178:590–594

    Article  CAS  PubMed  Google Scholar 

  4. Bolognesi M, Merkel C, Sacerdoti D, et al. (2002) Role of spleen enlargement in cirrhosis with portal hypertension. Dig Liver Dis 34:144–150

    Article  CAS  PubMed  Google Scholar 

  5. Wang D, JG Lu, Wang Q, et al. (2012) Increased immunohistochemical expression of YKL-40 in the spleen of patients with portal hypertension. Braz J Med Biol Res 45(3):264–272

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  6. Sandrin L, Fourquet B, Hasquenoph JM, et al. (2003) Transient elastography: a new non invasive method for assessment of hepatic fibrosis. Ultrasound Med Biol 29:1705–1713

    Article  PubMed  Google Scholar 

  7. Castera L (2014) Hepatitis B: are non invasive markers of liver fibrosis reliable? Liver Int 34(Suppl 1):91–96

    Article  CAS  PubMed  Google Scholar 

  8. Tsochatzis EA, Gurusamy KS, Ntaoula S, et al. (2011) Elastography for the diagnosis of severity of fibrosis in chronic liver disease: a meta-analysis of diagnostic accuracy. J Hepatol 54:650–659

    Article  CAS  PubMed  Google Scholar 

  9. ChonYE Choi EH, Song KJ, et al. (2012) Performance of transient elastography for the staging of liver fibrosis in patients with chronic hepatitis B: a meta-analysis. PLoS One 7:e44930

    Article  Google Scholar 

  10. Kuroda H, Kakisaka K, Tatemichi Y, et al. (2010) Non-invasive evaluation of liver fibrosis using acoustic radiation force impulse imaging in chronic hepatitis patients with hepatitis C virus infection. Hepatogastroenterology 57(102–103):1203–1207

    PubMed  Google Scholar 

  11. Piscaglia F, Salvatore V, Di Donato R, et al. (2011) Accuracy of VirtualTouch Acoustic Radiation Force Impulse (ARFI) imaging for the diagnosis of cirrhosis during liver ultrasonography. Ultraschall Med 32(2):167–175

    Article  CAS  PubMed  Google Scholar 

  12. Friedrich-Rust M, Nierhoff J, Lupsor M, et al. (2012) Performance of acoustic radiation force impulse imaging for the staging of liver fibrosis: a pooled meta-analysis. J Viral Hepat 19(2):212–219

    Article  Google Scholar 

  13. Bota S, Herkner H, Sporea I, et al. (2013) Meta-analysis: ARFI elastography vs. transient elastography for the evaluation of liver fibrosis. Liver Int 33(8):1138–1147

    Article  PubMed  Google Scholar 

  14. Goldschmidt I, Brauch C, Poynard T, Baumann U (2014) Spleen stiffness measurement by transient elastography to diagnose portal hypertension in children. J Pediatr Gastroenterol Nutr 59:197–203

    Article  PubMed  Google Scholar 

  15. Chin JL, Chan G, Ryan JD, McCormick PA (2014) Spleen stiffness can non-invasively assess resolution of portal hypertension after liver transplantation. Liver Int . doi:10.1111/liv.1264

    PubMed  Google Scholar 

  16. Liu F, Li TH, Han T, Xiang HL, Zhang HS (2013) Non-invasive assessment of portal hypertension in patients with liver cirrhosis using FibroScan transient elastography. Zhonghua Gan Zang Bing Za Zhi 21:840–844

    PubMed  Google Scholar 

  17. Colecchia A, Montrone L, Scaioli E, et al. (2012) Measurement of spleen stiffness to evaluate portal hypertension and the presence of esophageal varices in patients with HCV-related cirrhosis. Gastroenterology 143:646–654

    Article  PubMed  Google Scholar 

  18. Gallotti A, D’Onofrio M, Pozzi Mucelli R (2010) Acoustic radiation force impulse (ARFI) technique in ultrasound with Virtual Touch tissue quantification of the upper abdomen. Radiol Med 115:889–897

    Article  CAS  PubMed  Google Scholar 

  19. Bota S, Sporea I, Sirli R, et al. (2010) Spleen assessment by Acoustic Radiation Force Impulse Elastography (ARFI) for prediction of liver cirrhosis and portal hypertension. Med Ultrason 12(3):213–217

    PubMed  Google Scholar 

  20. Furuichi Y, Moriyasu F, Taira J, et al. (2013) Noninvasive diagnostic method for idiopathic portal hypertension based on measurements of liver and spleen stiffness by ARFI elastography. J Gastroenterol 48(9):1061–1068

    Article  PubMed  Google Scholar 

  21. Calvaruso V, di Marco V, Bronte F, et al. (2010) Spleen stiffness correlates with portal Hypertension and increases the accuracy of detection of esophageal varices in HCV cirrhosis. J Hepatol 52(Suppl 1):S159–S160

    Article  Google Scholar 

  22. Rifai K, Cornberg J, Bahr M, et al. (2011) ARFI elastography of the spleen is inferior to liver elastography for the detection of portal hypertension. Ultraschall Med 32(Suppl 2):E24–E30

    Article  PubMed  Google Scholar 

  23. Hirooka M, Ochi H, Koizumi Y, et al. (2011) Splenic elasticity measured with real-time tissue elastography is a marker of portal hypertension. Radiology 261(3):960–968

    Article  PubMed  Google Scholar 

  24. Grgurevic I, Cikara I, Horvat J, et al. (2011) Noninvasive assessment of liver fibrosis with acoustic radiation force impulse imaging: increased liver and splenic stiffness in patients with liver fibrosis and cirrhosis. Ultraschall Med 32(2):160–166

    Article  CAS  PubMed  Google Scholar 

  25. Chen SH, Li YF, Lai HC, et al. (2012) Non invasive assessment of liver fibrosis via spleen stiffness measurement using acoustic radiation force impulse sonoelastography in patients with chronic hepatitis B or C. J Viral Hepat 19(9):654–663

    Article  PubMed  Google Scholar 

  26. Ye XP, Ran HT, Cheng J, et al. (2012) Liver and spleen stiffness measured by acoustic radiation force impulse elastography for noninvasive assessment of liver fibrosis and esophageal varices in patients with chronic hepatitis B. J Ultrasound Med 31(8):1245–1253

    PubMed  Google Scholar 

  27. Brunt EM (2000) Grading and staging the histopathological lesions of chronic hepatitis: the Knodell histology activity index and beyond. Hepatology 31(1):241–246

    Article  CAS  PubMed  Google Scholar 

  28. Nightingale K, Soo MS, Nightingale R, Trahey G (2002) Acoustic radiation force impulse imaging: in vivo demonstration of clinical feasibility. Ultrasound Med Biol 28(2):227–235

    Article  PubMed  Google Scholar 

  29. Zhai L, Palmeri ML, Bouchard RR, et al. (2008) An integrated indenter-ARFI imaging system for tissue stiffness quantification. Ultrason Imaging 30(2):95–111

    Article  PubMed Central  PubMed  Google Scholar 

  30. Peduzzi P, Concato J, Kemper E, et al. (1996) A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 49:1373–1379

    Article  CAS  PubMed  Google Scholar 

  31. Hall M, Frank E, Holmes G, et al. (2009) The WEKA data mining software: an update. SIGKDD Explorations 11(1):10–18

    Article  Google Scholar 

  32. Friedman LS (2004) Controversies in liver biopsy: who, where, when, how, why? Curr Gastroenterol Rep 6:30–36

    Article  PubMed  Google Scholar 

  33. Castera L, Foucher J, Bernard PH, et al. (2010) Pitfalls of liver stiffness measurement: a 5-year prospective study of 13,369 examinations. Hepatology 51:828–835

    PubMed  Google Scholar 

  34. D’Onofrio M, Crosara S, De Robertis R, et al. (2013) Acoustic radiation force impulse of the liver. World J Gastroenterol 19:4841–4849

    Article  PubMed Central  PubMed  Google Scholar 

  35. Karlas T, Lindner F, Tröltzsch M, Keim V (2012) Assessment of spleen stiffness using acoustic radiation force impulse imaging (ARFI): definition of examination standards and impact of breathing maneuvers. J Viral Hepat 19(9):654–663

    Article  Google Scholar 

  36. Ghany MG, Strader DB, Thomas DL, Seeff LB (2009) American Association for the Study of Liver Diseases. Diagnosis, management and treatment of hepatitis C: an update. Hepatology 49:1335–1374

    Article  CAS  PubMed  Google Scholar 

  37. Carosi G, Rizzetto M, Alberti A, et al. (2011) Treatment of chronic hepatitis B: update of the recommendations from the 2007 Italian Workshop. Dig Liver Dis 43(4):259–265

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paolo Cabassa.

Additional information

This study complied with the current laws of our country.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cabassa, P., Ravanelli, M., Rossini, A. et al. Acoustic radiation force impulse quantification of spleen elasticity for assessing liver fibrosis. Abdom Imaging 40, 738–744 (2015). https://doi.org/10.1007/s00261-014-0306-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00261-014-0306-7

Keywords

Navigation