Computer-assisted image analysis of liver collagen

Relationship to Ishak scoring and hepatic venous pressure gradient

Vincenza Calvaruso, Andrew Kenneth Burroughs, Richard Standish, Pinelopi Manousou, Frederica Grillo, Gioacchino Leandro, Sergio Maimone, Maria Pleguezuelo, Ilias Xirouchakis, Gian Piero Guerrini, David Patch, Dominic Yu, James O'Beirne, Amar Paul Dhillon

Research output: Contribution to journalArticle

154 Citations (Scopus)

Abstract

Histopathological scoring of disease stage uses descriptive categories without measuring the amount of fibrosis. Collagen, the major component of fibrous tissue, can be quantified by computer-assisted digital image analysis (DIA) using histological sections. We determined relationships between DIA, Ishak stage, and hepatic venous pressure gradient (HVPG) reflecting severity of fibrosis. One hundred fifteen patients with hepatitis C virus (HCV) who had undergone transplantation had 250 consecutive transjugular liver biopsies combined with HVPG (median length, 22 mm; median total portal tracts, 12), evaluated using the Ishak system and stained with Sirus red for DIA. Liver collagen was expressed as collagen proportionate area (CPA). Median CPA was 6% (0.2-45), correlating with Ishak stage (stage 6 range, 13%-45%), and with HVPG (r = 0.62; P <0.001). Median CPA was 4.1% when HVPG was less than 6 mm Hg and 13.8% when HVPG was 6 mm Hg or more (P <0.0001) and 6% when HVPG was less than 10 mm Hg and 17.3% when HVPG was 10 mm Hg or higher (P <0.0001). Only CPA, not Ishak stage/grade, was independently associated by logistic regression, with HVPG of 6 mm Hg or more [odds ratio, 1.206; 95% confidence interval (CI), 1.094-1.331; P <0.001], or HVPG of 10 mm Hg or more (odds ratio, 1.105; 95% CI, 1.026-1.191; P = 0.009). CPA increased by 50% (3.6%) compared with 20% in HVPG (1 mm Hg) in 38 patients with repeated biopsies. Conclusion: CPA assessed by DIA correlated with Ishak stage scores and HVPG measured contemporaneously. CPA was a better histological correlate with HVPG than Ishak stage, had a greater numerical change when HVPG was low, and resulted in further quantitation of fibrosis in cirrhosis.

Original languageEnglish
Pages (from-to)1236-1244
Number of pages9
JournalHepatology
Volume49
Issue number4
DOIs
Publication statusPublished - 2009

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Venous Pressure
Computer-Assisted Image Processing
Collagen
Liver
Fibrosis
Odds Ratio
Confidence Intervals
Biopsy
Hepacivirus

ASJC Scopus subject areas

  • Hepatology
  • Medicine(all)

Cite this

Computer-assisted image analysis of liver collagen : Relationship to Ishak scoring and hepatic venous pressure gradient. / Calvaruso, Vincenza; Burroughs, Andrew Kenneth; Standish, Richard; Manousou, Pinelopi; Grillo, Frederica; Leandro, Gioacchino; Maimone, Sergio; Pleguezuelo, Maria; Xirouchakis, Ilias; Guerrini, Gian Piero; Patch, David; Yu, Dominic; O'Beirne, James; Dhillon, Amar Paul.

In: Hepatology, Vol. 49, No. 4, 2009, p. 1236-1244.

Research output: Contribution to journalArticle

Calvaruso, V, Burroughs, AK, Standish, R, Manousou, P, Grillo, F, Leandro, G, Maimone, S, Pleguezuelo, M, Xirouchakis, I, Guerrini, GP, Patch, D, Yu, D, O'Beirne, J & Dhillon, AP 2009, 'Computer-assisted image analysis of liver collagen: Relationship to Ishak scoring and hepatic venous pressure gradient', Hepatology, vol. 49, no. 4, pp. 1236-1244. https://doi.org/10.1002/hep.22745
Calvaruso, Vincenza ; Burroughs, Andrew Kenneth ; Standish, Richard ; Manousou, Pinelopi ; Grillo, Frederica ; Leandro, Gioacchino ; Maimone, Sergio ; Pleguezuelo, Maria ; Xirouchakis, Ilias ; Guerrini, Gian Piero ; Patch, David ; Yu, Dominic ; O'Beirne, James ; Dhillon, Amar Paul. / Computer-assisted image analysis of liver collagen : Relationship to Ishak scoring and hepatic venous pressure gradient. In: Hepatology. 2009 ; Vol. 49, No. 4. pp. 1236-1244.
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abstract = "Histopathological scoring of disease stage uses descriptive categories without measuring the amount of fibrosis. Collagen, the major component of fibrous tissue, can be quantified by computer-assisted digital image analysis (DIA) using histological sections. We determined relationships between DIA, Ishak stage, and hepatic venous pressure gradient (HVPG) reflecting severity of fibrosis. One hundred fifteen patients with hepatitis C virus (HCV) who had undergone transplantation had 250 consecutive transjugular liver biopsies combined with HVPG (median length, 22 mm; median total portal tracts, 12), evaluated using the Ishak system and stained with Sirus red for DIA. Liver collagen was expressed as collagen proportionate area (CPA). Median CPA was 6{\%} (0.2-45), correlating with Ishak stage (stage 6 range, 13{\%}-45{\%}), and with HVPG (r = 0.62; P <0.001). Median CPA was 4.1{\%} when HVPG was less than 6 mm Hg and 13.8{\%} when HVPG was 6 mm Hg or more (P <0.0001) and 6{\%} when HVPG was less than 10 mm Hg and 17.3{\%} when HVPG was 10 mm Hg or higher (P <0.0001). Only CPA, not Ishak stage/grade, was independently associated by logistic regression, with HVPG of 6 mm Hg or more [odds ratio, 1.206; 95{\%} confidence interval (CI), 1.094-1.331; P <0.001], or HVPG of 10 mm Hg or more (odds ratio, 1.105; 95{\%} CI, 1.026-1.191; P = 0.009). CPA increased by 50{\%} (3.6{\%}) compared with 20{\%} in HVPG (1 mm Hg) in 38 patients with repeated biopsies. Conclusion: CPA assessed by DIA correlated with Ishak stage scores and HVPG measured contemporaneously. CPA was a better histological correlate with HVPG than Ishak stage, had a greater numerical change when HVPG was low, and resulted in further quantitation of fibrosis in cirrhosis.",
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T1 - Computer-assisted image analysis of liver collagen

T2 - Relationship to Ishak scoring and hepatic venous pressure gradient

AU - Calvaruso, Vincenza

AU - Burroughs, Andrew Kenneth

AU - Standish, Richard

AU - Manousou, Pinelopi

AU - Grillo, Frederica

AU - Leandro, Gioacchino

AU - Maimone, Sergio

AU - Pleguezuelo, Maria

AU - Xirouchakis, Ilias

AU - Guerrini, Gian Piero

AU - Patch, David

AU - Yu, Dominic

AU - O'Beirne, James

AU - Dhillon, Amar Paul

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N2 - Histopathological scoring of disease stage uses descriptive categories without measuring the amount of fibrosis. Collagen, the major component of fibrous tissue, can be quantified by computer-assisted digital image analysis (DIA) using histological sections. We determined relationships between DIA, Ishak stage, and hepatic venous pressure gradient (HVPG) reflecting severity of fibrosis. One hundred fifteen patients with hepatitis C virus (HCV) who had undergone transplantation had 250 consecutive transjugular liver biopsies combined with HVPG (median length, 22 mm; median total portal tracts, 12), evaluated using the Ishak system and stained with Sirus red for DIA. Liver collagen was expressed as collagen proportionate area (CPA). Median CPA was 6% (0.2-45), correlating with Ishak stage (stage 6 range, 13%-45%), and with HVPG (r = 0.62; P <0.001). Median CPA was 4.1% when HVPG was less than 6 mm Hg and 13.8% when HVPG was 6 mm Hg or more (P <0.0001) and 6% when HVPG was less than 10 mm Hg and 17.3% when HVPG was 10 mm Hg or higher (P <0.0001). Only CPA, not Ishak stage/grade, was independently associated by logistic regression, with HVPG of 6 mm Hg or more [odds ratio, 1.206; 95% confidence interval (CI), 1.094-1.331; P <0.001], or HVPG of 10 mm Hg or more (odds ratio, 1.105; 95% CI, 1.026-1.191; P = 0.009). CPA increased by 50% (3.6%) compared with 20% in HVPG (1 mm Hg) in 38 patients with repeated biopsies. Conclusion: CPA assessed by DIA correlated with Ishak stage scores and HVPG measured contemporaneously. CPA was a better histological correlate with HVPG than Ishak stage, had a greater numerical change when HVPG was low, and resulted in further quantitation of fibrosis in cirrhosis.

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