Examination of Centrilobular Necrosis in Autoimmune Hepatitis using Bayesian Networks

Research Article

J Hepat Res. 2015; 2(3): 1031.

Examination of Centrilobular Necrosis in Autoimmune Hepatitis using Bayesian Networks

Toshiharu Matsumoto¹*, Kanako Ogura1, Asumi Sakaguchi¹ and Toshio Morizane²

¹Department of Diagnostic Pathology, Juntendo University Nerima Hospital, Japan

²Japan Council for Quality Health Case, Japan

*Corresponding author: Toshiharu Matsumoto, Department of Diagnostic Pathology, Juntendo University Nerima Hospital, Nerima-ku, Tokyo, Japan

Received: October 17, 2015; Accepted: December 30, 2015; Published: December 31, 2015

Abstract

Aim: Autoimmune Hepatitis (AIH) is a chronic portal-based hepatitis. Centrilobular Necrosis (CN) occasionally occurs in AIH, but the participation of CN in inflammatory processes of AIH is not clearly understood. So, in the current study, the significance of CN in AIH was examined with Bayesian Networks (BNs), comprising a newly developed statistical model.

Methods and Results: Sixty AIH patients undergoing liver biopsy examination were evaluated. The significance of CN was examined with BNs using a scoring system for various histological factors, the stage, sex, and age. In all cases, interface hepatitis was present. CN occurred in 13 patients, and 4 of them had pan-acinar necrosis. BNs indicated that interface hepatitis, which became a base factor, was related to portal inflammation, plasmacytic infiltrate, rosette formation of hepatocytes, and focal necrosis, but it was not related to CN.

Conclusion: In AIH, interface hepatitis-related inflammation occurs, and CN occasionally overlaps. When CN progresses to pan-acinar necrosis, a clinically serious condition occurs in the patients. CN is caused by a mechanism that differs from interface hepatitis-related inflammation. The recognition of these is useful for the diagnosis and treatment of AIH.

Keywords: Autoimmune hepatitis; Centrilobular necrosis; Bayesian networks

Abbreviations

AIH: Autoimmune Hepatitis; CN: Centrilobular Necrosis; BNs; Bayesian Networks; DAGs; Directed Acyclic Graphs

Introduction

Autoimmune Hepatitis (AIH) is a chronic portal-based hepatitis with prominent plasma cells [1,2]. Centrilobular Necrosis (CN) occasionally occurs in AIH [3-7]. Recently, CN in AIH was thought to be a histological feature of acute clinical presentation [7]. However, the participation of CN in inflammatory processes of AIH is not clearly understood. Bayesian Networks (BNs) comprise a newly developed probabilistic graphical model (a type of statistical model) that represents a set of random variables and their conditional dependences via Directed Acyclic Graphs (DAGs) [8,9]. Therefore, in the current study, the participation of CN in inflammatory processes of AIH was examined with BNs.

Materials and Methods

Sixty patients who underwent liver biopsy examination in Juntendo University Nerima Hospital and Juntendo Hospital were evaluated. They were diagnosed with AIH according to the international AIH group report [1], and all examined patients had the classic type of AIH. The examined patients were 60 Japanese (5 males and 55 females) with ages ranging from 15 to 77 years (mean: 55 years).

The liver tissues were fixed in 10% formalin and routinely processed for light microscopy. Tissue sections were stained with Hematoxylin-Eosin (HE), reticulum, and Azan stains, and histological findings were evaluated.

The significance of CN was examined with BNs with the bnlearn R package [8,9]. We used hill-climbing method to select the mostly fit network [8]. BNs examination was performed with a scoring system for various histological factors relating to AIH, the stage of AIH, sex, and age. The scores of interface hepatitis (0-4), focal necrosis (0-4), portal inflammation (0-4), and stage (0-6) were according to the scoring systems of chronic hepatitis [10]. The scores of CN were assigned by the modification of confluent necrosis of the scoring systems of chronic hepatitis [10]: 0, absent; 1, CN in a few to some areas; 2, CN in most areas; 3, CN + occasional portal-central bridging necrosis; 4, CN + multiple portal-central necrosis; 5, pan-acinar necrosis. Scores for rosette formation of hepatocytes were defined as follows: 0, absent; 1, mild; 2, severe. Scores for plasmacytic infiltrate were defined as follows: 0, absent; 1, mild; 2, moderate; 3, severe.

The current study was approved by the Research Ethics Committee of Juntendo University Nerima Hospital and Juntendo University School of Medicine.

Results

The incidences of CN, interface hepatitis, portal inflammation, and plasmacytic infiltrate, rosette formation of hepatocytes, focal necrosis, and stage in the examined patients are shown in Table 1. In all patients, interface hepatitis was present (Figure 1). CN occurred in 13 patients (13/60, 21.6%) and 4 of the 13 (30.7%) had panacinar necrosis (Figures 2 and 3). DAGs from BNs indicated that interface hepatitis, which became a base factor, was related to portal inflammation, plasmacytic infiltrate, rosette formation of hepatocytes, and focal necrosis, but it was not related to CN (Figure 4).