Recent advances in the management of autoimmune pancreatitis in the era of artificial intelligence

Autoimmune pancreatitis (AIP) is a type of immune-mediated pancreatitis subdivided into two subtypes, type 1 and type 2 AIP. Furthermore, type 1 AIP is considered to be the pancreatic manifestation of the immunoglobulin G4 (IgG4)-related disease. Nowadays, AIP is increasingly researched and recognized, although its diagnosis represents a challenge for several reasons: False positive ultrasound-guided cytological samples for a neoplastic process, difficult to interpret levels of IgG4, the absence of biological markers to diagnose type 2 AIP, and the challenging clinical identification of atypical forms. Furthermore, 60% and 78% of type 1 and type 2 AIP, respectively, are retrospectively diagnosed on surgical specimens of resected pancreas for suspected cancer. As distinguishing AIP from pancreatic ductal adenocarcinoma can be challenging, obtaining a definitive diagnosis can therefore prove difficult, since endoscopic ultrasound fine-needle aspiration or biopsy of the pancreas are suboptimal. This paper focuses on recent innovations in the management of AIP with regard to the use of artificial intelligence, new serum markers, and new therapeutic approaches, while it also outlines the current management recommendations. A better knowledge of AIP can reduce the recourse to surgery and avoid its overuse, although such an approach requires close collaboration between gastroenterologists, surgeons and radiologists. Better knowledge on AIP and IgG4-related disease remains necessary to diagnose and manage patients.

[1]  R. Braren,et al.  Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) versus Autoimmune Pancreatitis (AIP) , 2020, Journal of clinical medicine.

[2]  K. Koike,et al.  Role of Endoscopic Ultrasonography-Guided Fine Needle Aspiration/Biopsy in the Diagnosis of Autoimmune Pancreatitis , 2020, Diagnostics.

[3]  Myung-Hwan Kim,et al.  Endoscopic ultrasound‐guided fine needle aspiration versus biopsy for diagnosis of autoimmune pancreatitis: Systematic review and comparative meta‐analysis , 2020, Digestive endoscopy : official journal of the Japan Gastroenterological Endoscopy Society.

[4]  Patrick D. Powers,et al.  Utilisation of artificial intelligence for the development of an EUS-convolutional neural network model trained to enhance the diagnosis of autoimmune pancreatitis , 2020, Gut.

[5]  K. Okazaki,et al.  Japanese Clinical Diagnostic Criteria for Autoimmune Pancreatitis, 2018 , 2019, Pancreas.

[6]  I. Tsuji,et al.  Nationwide epidemiological survey of autoimmune pancreatitis in Japan in 2016 , 2019, Journal of Gastroenterology.

[7]  P. Ruszniewski,et al.  Risk factors and treatment of relapses in autoimmune pancreatitis: Rituximab is safe and effective , 2019, United European gastroenterology journal.

[8]  V. Deshpande,et al.  Autoimmune Pancreatitis Type 2 , 2019, The American journal of surgical pathology.

[9]  G. Capurso,et al.  Risk Factors for Rate of Relapse and Effects of Steroid Maintenance Therapy in Patients With Autoimmune Pancreatitis: Systematic Review and Meta‐analysis , 2019, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[10]  S. Leeds,et al.  Does IgG4 level at the time of diagnosis correlate with disease outcome in IgG4-Related disease? , 2019, Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.].

[11]  Suresh T. Chari,et al.  Autoimmune Pancreatitis , 2018, The American Journal of Gastroenterology.

[12]  B. Petersen,et al.  Rituximab Maintenance Therapy Reduces Rate of Relapse of Pancreaticobiliary Immunoglobulin G4‐related Disease , 2018, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[13]  A. Amiot,et al.  Features of Autoimmune Pancreatitis Associated With Inflammatory Bowel Diseases , 2018, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[14]  M. Ebert,et al.  Prevalence and Incidence of Autoimmune Pancreatitis in the Population Living in the Southwest of Germany , 2017, Digestion.

[15]  K. Felix,et al.  Distinct pathophysiological cytokine profiles for discrimination between autoimmune pancreatitis, chronic pancreatitis, and pancreatic ductal adenocarcinoma , 2017, Journal of Translational Medicine.

[16]  S. Chari,et al.  Azathioprine Maintenance Therapy to Prevent Relapses in Autoimmune Pancreatitis , 2017, Clinical and Translational Gastroenterology.

[17]  S. Chari,et al.  International consensus for the treatment of autoimmune pancreatitis. , 2017, Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.].

[18]  Suresh T. Chari,et al.  Autoimmune Pancreatitis , 2017, Digestive Diseases and Sciences.

[19]  T. Smyrk,et al.  Lymphoplasmacytic sclerosing pancreatitis without IgG4 tissue infiltration or serum IgG4 elevation: IgG4-related disease without IgG4 , 2015, Modern Pathology.

[20]  J. Stone,et al.  Plasmablasts as a biomarker for IgG4-related disease, independent of serum IgG4 concentrations , 2014, Annals of the rheumatic diseases.

[21]  S. Chari,et al.  Recent Advances in Autoimmune Pancreatitis. , 2009, Gastroenterology.

[22]  L. Spahr,et al.  Alcoholic pancreatitis: A tale of spirits and bacteria. , 2014, World journal of gastrointestinal pathophysiology.

[23]  Wei-Chih Liao,et al.  Long-term outcomes of autoimmune pancreatitis: a multicentre, international analysis , 2012, Gut.

[24]  T. Shimosegawa The amendment of the Clinical Diagnostic Criteria in Japan (JPS2011) in response to the proposal of the International Consensus of Diagnostic Criteria (ICDC) for autoimmune pancreatitis. , 2012, Pancreas.

[25]  D. Sahani,et al.  Recommendations for the nomenclature of IgG4-related disease and its individual organ system manifestations. , 2012, Arthritis and rheumatism.

[26]  Michael J Levy,et al.  Treatment of relapsing autoimmune pancreatitis with immunomodulators and rituximab: the Mayo Clinic experience , 2012, Gut.

[27]  T. Itoi,et al.  Use of samples from endoscopic ultrasound-guided 19-gauge fine-needle aspiration in diagnosis of autoimmune pancreatitis. , 2012, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[28]  J. Stone,et al.  Rituximab for the Treatment of IgG4-Related Disease: Lessons From 10 Consecutive Patients , 2012, Medicine.

[29]  S. Giday,et al.  Clinical Profile of Autoimmune Pancreatitis and Its Histological Subtypes: An International Multicenter Survey , 2011, Pancreas.

[30]  Myung-Hwan Kim,et al.  International Consensus Diagnostic Criteria for Autoimmune Pancreatitis: Guidelines of the International Association of Pancreatology , 2011, Pancreas.

[31]  B. Petersen,et al.  A diagnostic strategy to distinguish autoimmune pancreatitis from pancreatic cancer. , 2009, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[32]  M. Deheragoda,et al.  Presentation and management of post-treatment relapse in autoimmune pancreatitis/immunoglobulin G4-associated cholangitis. , 2009, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[33]  E. Seward,et al.  The use of immunoglobulin g4 immunostaining in diagnosing pancreatic and extrapancreatic involvement in autoimmune pancreatitis. , 2007, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[34]  B. Petersen,et al.  Value of Serum IgG4 in the Diagnosis of Autoimmune Pancreatitis and in Distinguishing It From Pancreatic Cancer , 2007, The American Journal of Gastroenterology.

[35]  B. Petersen,et al.  Diagnosis of autoimmune pancreatitis: the Mayo Clinic experience. , 2006, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[36]  T. Shimosegawa,et al.  Clinical diagnostic criteria of autoimmune pancreatitis: revised proposal , 2006, Journal of Gastroenterology.

[37]  K. Shiratori,et al.  Chronic pancreatitis caused by an autoimmune abnormality , 1995, Digestive Diseases and Sciences.

[38]  D. Sahani,et al.  EUS findings in patients with autoimmune pancreatitis. , 2004, Gastrointestinal endoscopy.

[39]  G. Zamboni,et al.  Histopathological features of diagnostic and clinical relevance in autoimmune pancreatitis: a study on 53 resection specimens and 9 biopsy specimens , 2004, Virchows Archiv.

[40]  H. Nakajima,et al.  Morphological changes after steroid therapy in autoimmune pancreatitis , 2004, Scandinavian journal of gastroenterology.

[41]  T. Smyrk,et al.  Idiopathic Chronic Pancreatitis With Periductal Lymphoplasmacytic Infiltration: Clinicopathologic Features of 35 Cases , 2003, The American journal of surgical pathology.