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Zhang Z, Wang J, Wang H, Li Y, Zhu L, Chen Y, Liu J, Liu Y, Chen Y, Yin S, Tong X, Yan X, Yang Y, Zhu C, Li J, Qiu Y, Huang R, Wu C. Develop and validate a novel online AIHI-nomogram to predict severe liver inflammation in patients with autoimmune hepatitis. Ann Hepatol 2023; 28:101134. [PMID: 37442347 DOI: 10.1016/j.aohep.2023.101134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 04/11/2023] [Accepted: 06/01/2023] [Indexed: 07/15/2023]
Abstract
INTRODUCTION AND OBJECTIVES Assessment of liver inflammation plays a vital role in the management of patients with autoimmune hepatitis (AIH). We aimed to establish and validate a nomogram to predict severe liver inflammation in AIH patients. PATIENTS AND METHODS AIH patients who underwent liver biopsy were included and randomly divided into a training set and a validation set. Independent predictors of severe liver inflammation were selected by the least absolute shrinkage and selection operator regression from the training set and used to conduct a nomogram. Receiver characteristic curves (ROC), calibration curves, and decision curve analysis (DCA) were adopted to evaluate the performance of nomogram. RESULTS Of the 213 patients, female patients accounted for 83.1% and the median age was 53.0 years. The albumin, gamma-glutamyl transpeptidase, total bilirubin, red cell distribution width, prothrombin time, and platelets were independent predictors of severe inflammation. An online AIHI-nomogram was established and was available at https://ndth-zzy.shinyapps.io/AIHI-nomogram/. The calibration curve revealed that the AIHI-nomogram had a good agreement with actual observation in the training and validation sets. The area under the ROCs of AIHI-nomogram were 0.795 in the training set and 0.759 in the validation set, showing significantly better performance than alanine aminotransferase and immunoglobulin G in the training and validation sets, as well in AIH patients with normal ALT in the training set. DCA indicated that the AIHI-nomogram was clinically useful. CONCLUSIONS This novel AIHI-nomogram provided an excellent prediction of severe liver inflammation in AIH patients and could be used for the better management of AIH.
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Affiliation(s)
- Zhiyi Zhang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Jian Wang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China; Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China
| | - Huali Wang
- Department of General Practice, Nanjing Second Hospital, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Yiguang Li
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China
| | - Li Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Yun Chen
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jiacheng Liu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Yilin Liu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Yuxin Chen
- Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China; Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Shengxia Yin
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xin Tong
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Xiaomin Yan
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China
| | - Yongfeng Yang
- Department of Hepatology, Nanjing Second Hospital, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Chuanwu Zhu
- Department of Infectious Diseases, The Affiliated Infectious Diseases Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China; Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yuanwang Qiu
- Department of Infectious Diseases, The Fifth People's Hospital of Wuxi, Wuxi, Jiangsu, China.
| | - Rui Huang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China; Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China.
| | - Chao Wu
- Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu, China; Institute of Viruses and Infectious Diseases, Nanjing University, Nanjing, Jiangsu, China; Department of Infectious Diseases, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu, China.
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Gutkowski K, Hartleb M, Kacperek-Hartleb T, Kajor M, Mazur W, Zych W, Walewska-Zielecka B, Habior A, Sobolewski M. Laboratory-based scoring system for prediction of hepatic inflammatory activity in patients with autoimmune hepatitis. Liver Int 2013; 33:1370-7. [PMID: 23651331 DOI: 10.1111/liv.12198] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2012] [Accepted: 04/13/2013] [Indexed: 12/13/2022]
Abstract
BACKGROUND & AIMS In autoimmune hepatitis (AIH), inflammation is closely related to fibrosis. Although transaminase levels are commonly used to assess hepatic inflammation, they may not relate directly to the histology. We developed a noninvasive diagnostic score as an alternative to liver biopsy to help optimize treatment for AIH and monitor disease progress. METHODS Eighty-two participants with type 1 AIH who had undergone liver biopsy were included (44 in training and 38 in validation sets). Liver histology was assessed according to the histologic activity index (HAI; score 0-18) and Ishak's histologic fibrosis index (HFI; score 0-6). High inflammation was defined as HAI>4, and advanced fibrosis was defined as HFI>2. Routine laboratory test findings and stepwise linear regression were used to develop the best models predicting HAI and HFI. The best cut-off value to predict high inflammation and advanced fibrosis for these formulas was then calculated based on receiver-operating characteristic analysis. RESULTS The cut-off value for a model predicting high inflammation was ≥3.57 (AUROC = 0.93; 95% CI: 0.86-1.00), with 100% sensitivity and 85% specificity. High inflammation was confirmed with an 81% positive predictive value and excluded with a 100% negative predictive value. In the validation set, the sensitivity, specificity, positive predictive value and negative predictive values were 100, 56, 88 and 100% respectively. The diagnostic yield of the fibrosis score was unsatisfactory. CONCLUSIONS The noninvasive inflammatory score based on four routine laboratory parameters discriminated patients with and without significant hepatic inflammation and may facilitate follow-up of type 1 AIH patients.
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Affiliation(s)
- Krzysztof Gutkowski
- Department of Gastroenterology and Hepatology, Medical University of Silesia, Katowice, Poland
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Ilyas JA, O'Mahony CA, Vierling JM. Liver transplantation in autoimmune liver diseases. Best Pract Res Clin Gastroenterol 2011; 25:765-82. [PMID: 22117641 DOI: 10.1016/j.bpg.2011.09.008] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2011] [Accepted: 09/30/2011] [Indexed: 01/31/2023]
Abstract
Liver transplantation is indicated for terminal phases of autoimmune hepatitis, primary biliary cirrhosis and primary sclerosing cholangitis. Indications for transplantation in autoimmune liver diseases are similar to those used in other acute or chronic liver diseases. Therapeutic advances have reduced the need for transplantation for autoimmune hepatitis and primary biliary cirrhosis but not for primary sclerosing cholangitis. Overall, outcomes of transplantation for autoimmune liver diseases are excellent. However, recurrence of autoimmune liver diseases in the allograft has variable impacts on graft and patient survivals. Treatment of recurrent diseases requires changes in immunosuppression or addition of ursodeoxycholic acid. Among autoimmune liver diseases, only autoimmune hepatitis occurs de novo in recipients transplanted for other diseases. Patients transplanted for autoimmune hepatitis or primary sclerosing cholangitis are at risk for reactivation or de novo onset of ulcerative colitis. Better understanding of the pathogenesis of recurrent autoimmune liver diseases is needed to devise effective means of prevention and treatment.
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Affiliation(s)
- Jawad A Ilyas
- Fellow in Hepatology and Liver Transplantation, Liver Center, Baylor College of Medicine and St. Luke's Episcopal Hospital, 1709 Dryden, Suite 1500, Houston, TX 77030, USA
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Muratori L, Muratori P, Granito A, Pappas G, Cassani F, Lenzi M. Current topics in autoimmune hepatitis. Dig Liver Dis 2010; 42:757-64. [PMID: 20615766 DOI: 10.1016/j.dld.2010.05.019] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2010] [Revised: 05/23/2010] [Accepted: 05/31/2010] [Indexed: 12/11/2022]
Abstract
Autoimmune hepatitis is a chronic liver disease of unknown aetiology characterized by interface hepatitis, hypergammaglobulinaemia and circulating autoantibodies. In the last decade a number of advancements have been made in the field of clinical and basic research: the simplified diagnostic criteria, the complete response defined as normalization of transaminase levels, the molecular identification of the antigenic targets of anti-liver cytosol antibody type 1 and anti-soluble liver antigen, the detection of anti-actin antibodies, the description of de novo autoimmune hepatitis after liver transplantation for non-autoimmune liver diseases, the characterization of autoimmune hepatitis with overlapping features of primary biliary cirrhosis or primary sclerosing cholangitis, the preliminary experience with novel treatment strategies based on cyclosporine, mycophenolate mofetil and budesonide, the role played by "impaired" regulatory T cells and the development of novel animal models of autoimmune hepatitis.
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Affiliation(s)
- Luigi Muratori
- Department of Clinical Medicine, Alma Mater Studiorum - University of Bologna, Policlinico Sant'Orsola-Malpighi, Padiglione 11, Bologna, Italy.
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Greene MT, Whitington PF. Outcomes in pediatric autoimmune hepatitis. Curr Gastroenterol Rep 2009; 11:248-51. [PMID: 19463226 DOI: 10.1007/s11894-009-0038-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Autoimmune hepatitis (AIH) is a common cause of acute and chronic hepatitis in childhood. Once the diagnosis is established, treatment with cortico-steroid or corticosteroid and azathioprine is indicated. Most children with AIH respond to such therapy and experience remission from active disease. Eliminating drug therapy while maintaining remission is the ultimate goal of therapy. The optimal duration of therapy before drug elimination is unclear. Relapse rate is inversely related to therapy duration before drug withdrawal; thus, discontinuing immunosuppressive treatment is considered only after at least 1 to 2 years of complete remission. When applying a slow and systematic approach, many children with AIH can successfully be weaned off immunosuppression completely. Even patients presenting in acute liver failure may avoid liver transplantation with early medical therapy. In about 10% of patients, treatment fails, requiring alternative therapies and/or liver transplantation as liver disease progresses. Less than 10% of children with autoimmune hepatitis die during 10 years of follow-up.
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Affiliation(s)
- Maria T Greene
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Children's Memorial Hospital, Chicago, IL 60614, USA.
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Muratori P, Granito A, Quarneti C, Ferri S, Menichella R, Cassani F, Pappas G, Bianchi FB, Lenzi M, Muratori L. Autoimmune hepatitis in Italy: the Bologna experience. J Hepatol 2009; 50:1210-8. [PMID: 19395113 DOI: 10.1016/j.jhep.2009.01.020] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2008] [Revised: 12/13/2008] [Accepted: 01/12/2009] [Indexed: 12/14/2022]
Abstract
BACKGROUND/AIMS Autoimmune hepatitis affects mainly women. It is subdivided into type 1 and type 2 according to the autoantibody profile and without immunosuppression usually evolves to cirrhosis and end-stage liver failure. METHODS We evaluated clinical, biochemical, immunological and genetic features and treatment response of 163 consecutive Italian patients with autoimmune hepatitis. RESULTS At diagnosis, type 1 autoimmune hepatitis showed more inflamed liver histology and more pronounced cholestasis, whereas type 2 was more common in children. Male and female patients shared similar clinical, biochemical and immunological features. Of 89 patients with 5-year follow-up or longer, 23 patients irrespective of presenting clinical, biochemical and immunological features achieved complete remission (normal transaminases and gammaglobulin levels) which was maintained with minimal steroid dosage; attempt at treatment withdrawal led to disease exacerbation. Complete responders had more often HLA DRB1*0401 (p = 0.011) and their risk of disease progression was lower (p < 0.0001). CONCLUSIONS Type 1 and type 2 autoimmune hepatitis is one and the same disease. Autoimmune hepatitis has similar features in male and female patients. HLA DRB1*0401 positive patients are more likely to achieve complete remission. Continuous low-dose steroids are necessary to maintain remission, significantly reducing the risk of disease progression.
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Affiliation(s)
- Paolo Muratori
- Department of Clinical Medicine, Alma Mater Studiorum, University of Bologna, Policlinico Sant'Orsola-Malpighi, Via Massarenti, 9, 40138 Bologna, Italy
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Serologic markers compared with liver biopsy for monitoring disease activity in autoimmune hepatitis. J Clin Gastroenterol 2008; 42:926-30. [PMID: 18645526 DOI: 10.1097/mcg.0b013e318154af74] [Citation(s) in RCA: 92] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
GOALS/BACKGROUND Disease activity and response to treatment in autoimmune hepatitis is assessed best by liver biopsy, which does not suit for regular disease monitoring. It is frequent clinical practice to follow disease by assessment of serologic markers. Here, we assessed the diagnostic fidelity of this clinical practice. STUDY One hundred thirty-one biopsies from 82 patients with autoimmune hepatitis were analyzed for histologic activity. Serum samples, taken at the time of biopsy, were analyzed for aminotransferases [alanine aminotransferase (ALT), aspartate aminotransferase], IgG, and gamma-globulin levels and compared with histology. RESULTS All serum parameters were significantly associated with histologic activity (P<0.0075); ALT and IgG were most complementary. Presence of both elevated ALT and IgG were associated with high inflammatory activity (histologic activity scores >/=6) with 99% sensitivity. Elevation of either IgG or ALT was associated with residual inflammatory activity in almost all patients. Histologic remission is reliably indicated by normalization of both serum parameters, but about half of the patients with normal serum parameters still showed residual histologic activity of histologic activity index (HAI) 4 or 5. However, our patients with HAI scores 4 or 5 were at significantly lower risk of fibrosis progression than patients with scores >/=6 (P<0.02; odds ratio 14.2). CONCLUSIONS Histologic activity seems to be reliably indicated by elevated serum parameters. Normalization of serum parameters is not a reliable marker for complete histologic remission (HAI 1 to 3); however, normalized serum parameters identified patients at low risk of fibrosis progression. Thus, the common clinical practice of disease monitoring by serum markers seems to be suitable for regular follow-up.
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