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Furlanello C, Bussola N, Merzi N, Pievani Trapletti G, Cadei M, Del Sordo R, Sidoni A, Ricci C, Lanzarotto F, Parigi TL, Villanacci V. The development of artificial intelligence in the histological diagnosis of Inflammatory Bowel Disease (IBD-AI). Dig Liver Dis 2024:S1590-8658(24)00791-6. [PMID: 38853093 DOI: 10.1016/j.dld.2024.05.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 05/12/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) includes Crohn's Disease (CD) and Ulcerative Colitis (UC). Correct diagnosis requires the identification of precise morphological features such basal plasmacytosis. However, histopathological interpretation can be challenging, and it is subject to high variability. AIM The IBD-Artificial Intelligence (AI) project aims at the development of an AI-based evaluation system to support the diagnosis of IBD, semi-automatically quantifying basal plasmacytosis. METHODS A deep learning model was trained to detect and quantify plasma cells on a public dataset of 4981 annotated images. The model was then tested on an external validation cohort of 356 intestinal biopsies of CD, UC and healthy controls. AI diagnostic performance was calculated compared to human gold standard. RESULTS The system correctly found that CD and UC samples had a greater prevalence of basal plasma cells with mean number of PCs within ROIs of 38.22 (95 % CI: 31.73, 49.04) for CD, 55.16 (46.57, 65.93) for UC, and 17.25 (CI: 12.17, 27.05) for controls. Overall, OR=4.968 (CI: 1.835, 14.638) was found for IBD compared to normal mucosa (CD: +59 %; UC: +129 %). Additionally, as expected, UC samples were found to have more plasma cells in colon than CD cases. CONCLUSION Our model accurately replicated human assessment of basal plasmacytosis, underscoring the value of AI models as a potential aid IBD diagnosis.
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Affiliation(s)
| | | | | | | | - Moris Cadei
- Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy
| | - Rachele Del Sordo
- Department of Medicine and Surgery, Section of Anatomic Pathology and Histology, Medical School, University of Perugia, Perugia, Italy
| | - Angelo Sidoni
- Department of Medicine and Surgery, Section of Anatomic Pathology and Histology, Medical School, University of Perugia, Perugia, Italy
| | - Chiara Ricci
- Gastroenterology Unit, Clinical and Experimental Sciences Department, Spedali Civili Hospital, University of Brescia, Brescia, Italy
| | - Francesco Lanzarotto
- Gastroenterology Unit, Clinical and Experimental Sciences Department, Spedali Civili Hospital, University of Brescia, Brescia, Italy
| | - Tommaso Lorenzo Parigi
- Division of Immunology, Transplantation and Infectious Disease, University Vita-Salute San Raffaele, Milan, Italy
| | - Vincenzo Villanacci
- Institute of Pathology, ASST Spedali Civili and University of Brescia, Brescia, Italy.
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Guimarães P, Finkler H, Reichert MC, Zimmer V, Grünhage F, Krawczyk M, Lammert F, Keller A, Casper M. Artificial-intelligence-based decision support tools for the differential diagnosis of colitis. Eur J Clin Invest 2023; 53:e13960. [PMID: 36721878 DOI: 10.1111/eci.13960] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 12/19/2022] [Accepted: 01/21/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND Whereas Artificial Intelligence (AI) based tools have recently been introduced in the field of gastroenterology, application in inflammatory bowel disease (IBD) is in its infancies. We established AI-based algorithms to distinguish IBD from infectious and ischemic colitis using endoscopic images and clinical data. METHODS First, we trained and tested a Convolutional Neural Network (CNN) using 1796 real-world images from 494 patients, presenting with three diseases (IBD [n = 212], ischemic colitis [n = 157], and infectious colitis [n = 125]). Moreover, we evaluated a Gradient Boosted Decision Trees (GBDT) algorithm using five clinical parameters as well as a hybrid approach (CNN + GBDT). Patients and images were randomly split into two completely independent datasets. The proposed approaches were benchmarked against each other and three expert endoscopists on the test set. RESULTS For the image-based CNN, the GBDT algorithm and the hybrid approach global accuracies were .709, .792, and .766, respectively. Positive predictive values were .602, .702, and .657. Global areas under the receiver operating characteristics (ROC) and precision recall (PR) curves were .727/.585, .888/.823, and .838/.733, respectively. Global accuracy did not differ between CNN and endoscopists (.721), but the clinical parameter-based GBDT algorithm outperformed CNN and expert image classification. CONCLUSIONS Decision support systems exclusively based on endoscopic image analysis for the differential diagnosis of colitis, representing a complex clinical challenge, seem not yet to be ready for primetime and more diverse image datasets may be necessary to improve performance in future development. The clinical value of the proposed clinical parameters algorithm should be evaluated in prospective cohorts.
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Affiliation(s)
- Pedro Guimarães
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany.,Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
| | - Helen Finkler
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | | | - Vincent Zimmer
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Department of Medicine, Knappschaft Hospital Saar, Püttlingen, Germany
| | - Frank Grünhage
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Marcin Krawczyk
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
| | - Frank Lammert
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany.,Chair for Health Sciences, Hannover Medical School (MHH), Hannover, Germany
| | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, Saarbrücken, Germany.,Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford University, Stanford, California, USA
| | - Markus Casper
- Department of Medicine II, Saarland University Medical Center, Saarland University, Homburg, Germany
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Signs and Symptoms of Acute Bowel Inflammation and the Risk of Progression to Inflammatory Bowel Disease: A Retrospective Analysis. J Clin Med 2022; 11:jcm11154595. [PMID: 35956209 PMCID: PMC9369956 DOI: 10.3390/jcm11154595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 07/26/2022] [Accepted: 08/03/2022] [Indexed: 11/17/2022] Open
Abstract
Episodes of acute ileitis or colitis have been associated with future development of inflammatory bowel diseases (IBD). Nevertheless, the rate of future IBD among patients diagnosed with signs or symptoms of acute bowel inflammation is unknown. We aimed to assess the risk of IBD development among patients presenting with signs or symptoms of ileitis or colitis. We searched for all patients that visited the emergency department (ED) and underwent abdominal computed tomography (CT) who were eventually diagnosed with IBD during gastroenterology follow-ups within 9 years from the index admission. Multivariable models identified possible predictors of patients to develop IBD. Overall, 488 patients visited the ED and underwent abdominal imaging with abnormal findings, and 23 patients (4.7%) were eventually diagnosed with IBD (19 Crohn’s, 4 ulcerative colitis). Patients with a future IBD diagnosis were significantly younger (28 vs. 56 years, p < 0.001) with higher rates of diarrhea as a presenting symptom (17.4% vs. 4.1%, p = 0.015) compared to non-IBD patients. On multivariable analysis, age (p < 0.001), colitis (p = 0.004) or enteritis (p < 0.001) on imaging and a diagnosis of diarrhea in the ED (p = 0.02) were associated with development of IBD. Although alarming to patients and families, ED admission with intestinal inflammatory symptoms leads to eventual diagnosis of IBD in <5% of patients during long-term follow-up.
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Abstract
The epidemiology of inflammatory bowel disease has changed over the past 4 decades. The incidence is rising dramatically and the age of onset has become younger. This changing landscape of inflammatory bowel disease reflects the new recognition that the youngest children with inflammatory bowel disease are enriched in cases with underlying primary immunodeficiency and monogenic causes. The management of these cases can be quite different, with specific genetic etiologies supporting unique interventions and some requiring hematopoietic cell transplantation for effective treatment.
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Affiliation(s)
- Judith R Kelsen
- Division of Gastroenterology, Hepatology and Nutrition, 3401 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - Pierre Russo
- Department of Pathology, Division of Allergy Immunology, The Children's Hospital of Philadelphia, ARC 1216-I, 3615 Civic Center Boulevard, Philadelphia, PA 19104, USA
| | - Kathleen E Sullivan
- Division of Allergy Immunology, The Children's Hospital of Philadelphia, 3615 Civic Center Boulevard, Philadelphia, PA 19104, USA.
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5
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Mitsuishi T. Correlation between histological findings and endoscopic findings in patients with ulcerative colitis: Basal plasmacytosis is an important finding suggesting active inflammation. JGH Open 2019; 3:100-104. [PMID: 31061883 PMCID: PMC6487820 DOI: 10.1002/jgh3.12111] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2018] [Revised: 10/11/2018] [Accepted: 10/15/2018] [Indexed: 02/06/2023]
Abstract
AIMS In clinical practice, patients of ulcerative colitis showing divergence between the histological findings and endoscopic findings are often encountered. Therefore, we compared histological findings with endoscopic findings, indicating the severity of the inflammation of ulcerative colitis. METHODS AND RESULTS The study group comprised 191 patients (527 biopsy specimens) with ulcerative colitis who underwent lower gastrointestinal endoscopy with biopsy in our hospital from July 2015 to June 2016. Endoscopic findings of the mucosa at the biopsy site were classified into seven levels according to the severity of inflammation: noninflamed mucosa, red signs, loss of visible vascular patterns, granular mucosa, friable mucosa, spontaneous bleeding, and erosions/ulcers (E/U). All biopsy samples were examined for the presence or absence of five histological findings (basal plasmacytosis [BP], neutrophil infiltration, cryptitis, crypt abscess [CAb], and E/U), and the results were contrasted with endoscopic findings. The 191 patients comprised 123 (64.4%) males and 68 (35.6%) females, with a median age of 47 years (range, 8-82). Among the 527 specimens, the detection rates of BP, CAb, and E/U in mucosa with endoscopic E/U were 58.5, 27.4, and 18.3%. The detection rate of BP in mucosa with red signs was 22.4%; in mucosa, with loss of visible vascular patterns, it was 16.9%; in granular mucosa, it was 35.7%, and in mucosa with E/U, it was 58.5%. BP was frequently seen in severely inflamed mucosa associated with E/U on endoscopic examination. CONCLUSION BP was considered an important finding, suggesting the presence of active and severe inflammation.
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Affiliation(s)
- Takehiro Mitsuishi
- Department of PathologyThe Jikei University School of MedicineTokyoJapan
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6
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Detectable Laboratory Abnormality Is Present up to 12 Months Prior to Diagnosis in Patients with Crohn's Disease. Dig Dis Sci 2019; 64:503-517. [PMID: 30478769 DOI: 10.1007/s10620-018-5357-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 10/29/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Patients with inflammatory bowel disease (IBD) often have subjective symptoms for months or years prior to their diagnosis. Blood tests taken prior to diagnosis may provide objective evidence of duration of pre-diagnosis disease. We aim to describe the pre-diagnosis laboratory pattern of patients with IBD. METHODS A total of 838 patients diagnosed with IBD between 01/01/1996 and 01/03/2014, with pre-diagnosis laboratory testing available, contributed data for analysis. C-reactive protein, erythrocyte sedimentation rate, hemoglobin level, mean cell volume (MCV) platelet count, white blood cell count, neutrophil count, albumin level, ferritin level, serum iron level, alanine transaminase level, and fecal calprotectin were examined in the 24 months leading up to diagnosis and compared to baseline data taken between 24 and 36 months prior to diagnosis. RESULTS For patients with Crohn's disease, a significant drop in serum albumin and MCV levels and a significant rise in platelet count were observed between 115 and 385 days prior to diagnosis (p < 0.01, two-tailed t test). For patients with ulcerative colitis, a significant change in albumin level, MCV, hemoglobin level, platelet count, and serum iron level was observed at diagnosis (p < 0.01, two-tailed t test) but was not detectable before. CONCLUSIONS These data provide objective evidence of duration of delay between disease onset and diagnosis in a cohort of patients with IBD. Expediting diagnostic testing in patients presenting with symptoms consistent with IBD, who also have abnormal laboratory results, may reduce diagnostic delay, speed access to therapy, and improve clinical outcomes.
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Challenges in the diagnosis of ulcerative colitis with concomitant bacterial infections and chronic infectious colitis. PLoS One 2017; 12:e0189377. [PMID: 29211811 PMCID: PMC5718429 DOI: 10.1371/journal.pone.0189377] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2017] [Accepted: 11/24/2017] [Indexed: 01/04/2023] Open
Abstract
Ulcerative colitis (UC) is a chronic inflammation of the large bowel characterized by diarrhea and a negative stool culture. However, several enteropathogens have been implicated as causative agents in UC. The differentiation between chronic infectious colitis (IC) and UC with concurrent infection is difficult owing to their similar clinical presentations. The study aimed to explore the presentations and diagnostic clues that enable differentiation between UC with concomitant infections and chronic IC. The study included 17 UC patients with a bacterial infection and 46 with chronic IC. The UC patients (47 ± 19 years) were younger than the chronic IC patients (58 ± 20 years) (P = 0.022). Bloody diarrhea was more common in UC than in chronic IC (58.8% vs 10.9%, P < 0.001). Previous antibiotic usage was a risk factor for chronic IC (5.9% vs 32.6%, P = 0.031). Malignancy was a common comorbidity of chronic IC (5.9% vs 34.8%, P = 0.022). UC patients had lower antibiotic response rates than chronic IC patients (60.0% vs 87.2%, P = 0.026). Aeromonas species and Clostridium difficile were common in both groups. Histological features of cryptitis and crypt abscess were useful in the diagnosis of UC (P = 0.052 and P = 0.016, respectively). Bloody diarrhea in a young adult, decreased response to antibiotic treatment, and results of endoscopy with biopsy are important features in the diagnosis of UC with bacterial infection.
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Canavese G, Villanacci V, Antonelli E, Cadei M, Sapino A, Rocca R, Daperno M, Suriani R, Di Santo MG, Cassoni P, Bernardini N, Bassotti G. Eosinophilia - associated basal plasmacytosis: an early and sensitive histologic feature of inflammatory bowel disease. APMIS 2017; 125:179-183. [PMID: 28120414 DOI: 10.1111/apm.12639] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 10/14/2016] [Indexed: 12/30/2022]
Abstract
Basal plasmacytosis is an early-onset and highly predictive feature of inflammatory bowel disease (IBD), but may have several restrictions in routine histology. Considering evidences about cooperation between eosinophils and plasma cells in IBD pathogenesis, we investigated immunostain of these two cells as a marker of disease. 343 samplings from 83 patients (52 IBD, 31 non-IBD colitis) were evaluated. The sections were stained with monoclonal antibodies against plasma cells (CD138 and MUM1), and eosinophils (CD193). Eosinophilia-associated basal plasmacytosis (EBP) was related with the histologic diagnosis of IBD (90.3% IBD and 35.4% non-IBD colitides, p < 0.005, sensitivity 90.4%). A strong relation was detected between the occurrence of EBP and (i) the achieving of a complete endoscopic mapping; (ii) the presence of other characteristic lesions of IBD in single segmental sampling, although EBP was evident in more than 40% of samples without other IBD-related lesions. EBP is a sensitive histologic feature of IBD, especially at the first endoscopic sampling, even in the absence of the other characteristic histologic lesions, and may help in formulating a more precise diagnosis in this setting.
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Affiliation(s)
- Gabriella Canavese
- Pathology Department, Azienda Ospedaliera Città della Salute e della Scienza di Torino, Torino, Italy
| | | | | | - Moris Cadei
- Institute of Pathology, Spedali Civili di Brescia, Brescia, Italy
| | - Anna Sapino
- Pathology Department, Azienda Ospedaliera Città della Salute e della Scienza di Torino, Torino, Italy
| | - Rodolfo Rocca
- Gastroenterology Department, Ospedale Mauriziano, Torino, Italy
| | - Marco Daperno
- Gastroenterology Department, Ospedale Mauriziano, Torino, Italy
| | - Renzo Suriani
- Gastroenterology Department, Ospedale Mauriziano, Torino, Italy
| | - Maria Giulia Di Santo
- Pathology Department, Azienda Ospedaliera Città della Salute e della Scienza di Torino, Torino, Italy
| | - Paola Cassoni
- Pathology Department, Azienda Ospedaliera Città della Salute e della Scienza di Torino, Torino, Italy
| | - Nunzia Bernardini
- Histology and Medical Embryology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Gabrio Bassotti
- Gastroenterology and Hepatology Section, Department of Medicine, University of Perugia Medical School, Perugia, Italy
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9
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Lee HS, Choe J, Lee HJ, Hwang SW, Park SH, Yang DH, Kim KJ, Ye BD, Byeon JS, Myung SJ, Yoon YS, Yu CS, Kim JH, Yang SK. Change in the diagnosis of inflammatory bowel disease: a hospital-based cohort study from Korea. Intest Res 2016; 14:258-63. [PMID: 27433148 PMCID: PMC4945530 DOI: 10.5217/ir.2016.14.3.258] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 05/02/2016] [Accepted: 05/09/2016] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND/AIMS Accurately diagnosing inflammatory bowel disease (IBD) remains a challenge, but is crucial for providing proper management for affected patients. The aim of the present study was to evaluate the frequency of change in diagnosis in Korean patients who were referred to our institution with a diagnosis of IBD. METHODS We enrolled 1,444 patients diagnosed with ulcerative colitis (UC) and 1,452 diagnosed with Crohn's disease (CD), who had been referred to the Asan Medical Center between January 2010 and December 2014. These patients were assessed and subsequently classified as having UC, CD, indeterminate colitis, possible IBD, or non-IBD. RESULTS During a median follow-up of 15.9 months, 400 of the 2,896 patients (13.8%) analyzed in this study experienced a change in diagnosis. A change in diagnosis from UC to CD, or vice-versa, was made in 24 of 1,444 patients (1.7%) and 23 of 1,452 patients (1.6%), respectively. A change to a non-IBD diagnosis was the most common modification; 7.5% (108 of 1444) and 12.7% (184 of 1452) of the patients with a referral diagnosis of UC and CD, respectively, were reclassified as having non-IBD. Among the 292 patients who were ultimately determined not to have IBD, 135 (55 UC and 80 CD cases) had received IBD-related medication. CONCLUSIONS There are diagnostic uncertainties and difficulties in relation to IBD. Therefore, precise assessment and systematic follow-up are essential in the management of this condition.
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Affiliation(s)
- Ho-Su Lee
- Health Screening and Promotion Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jaewon Choe
- Health Screening and Promotion Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Hyo Jeong Lee
- Health Screening and Promotion Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Sung Wook Hwang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Sang Hyoung Park
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Dong-Hoon Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Kyung-Jo Kim
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Byong Duk Ye
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jeong-Sik Byeon
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Seung-Jae Myung
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Yong Sik Yoon
- Department of Colon and Rectal Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Chang Sik Yu
- Department of Colon and Rectal Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jin-Ho Kim
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Suk-Kyun Yang
- Department of Gastroenterology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Annese V, Daperno M, Rutter MD, Amiot A, Bossuyt P, East J, Ferrante M, Götz M, Katsanos KH, Kießlich R, Ordás I, Repici A, Rosa B, Sebastian S, Kucharzik T, Eliakim R. European evidence based consensus for endoscopy in inflammatory bowel disease. J Crohns Colitis 2013; 7:982-1018. [PMID: 24184171 DOI: 10.1016/j.crohns.2013.09.016] [Citation(s) in RCA: 556] [Impact Index Per Article: 50.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2013] [Accepted: 09/20/2013] [Indexed: 02/08/2023]
Affiliation(s)
- Vito Annese
- Dept. Gastroenterology, University Hospital Careggi, Largo Brambilla 3, 50139 Florence, Italy.
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Abstract
The growing recognition of the older inflammatory bowel disease (IBD) patient is heightened by the entry of the 77.2 million baby boomers who will turn 65 beginning of 2011. It is anticipated that this will occur at a rate of 10,000 per day or 4 million per year for the next 19 years. The management of IBD in this population is complex because of problems with co-morbidities, polypharmacy, impaired mobility, and cognition, as well as difficult social and financial issues. This review focuses on the older IBD patient's unique concerns and provides guidance in their diagnosis and management.
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Affiliation(s)
- Seymour Katz
- North Shore University Hospital-Long Island Jewish Health Systems, St Francis Hospital, Great Neck, New York 11021, USA.
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12
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Azad S, Sood N, Sood A. Biological and histological parameters as predictors of relapse in ulcerative colitis: a prospective study. Saudi J Gastroenterol 2011; 17:194-8. [PMID: 21546723 PMCID: PMC3122090 DOI: 10.4103/1319-3767.80383] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND/AIM Ulcerative colitis is a chronic inflammatory disease of unknown etiology characterized by periods of remission and relapses. This study has been carried out in a group of North Indian patients, where the disease has shown an increasing prevalence and frequent relapses. Hence, there is a need to predict relapse for better management and to reduce morbidity. To assess the importance of biological and histological parameters in predicting relapse when the disease is in quiescent phase. MATERIALS AND METHODS A prospective study of twenty-six patients with quiescent ulcerative colitis was carried out in Dayanand Medical College and Hospital,Punjab. Only patients with clinical and endoscopic remission at the time of screening visit were included. Hemoglobin, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP) and serum Interleukin-6 (IL-6) levels were measured. The baseline colonoscopic mucosal biopsies were retrieved and studied. Follow-up was conducted for one year at monthly interval or earlier if relapse occurred. RESULTS Fifteen out of twenty-six patients (57.69%) had evidence of clinical relapse during the follow-up. Hemoglobin, ESR, CRP and IL-6 levels were not found to be significant predictors of relapse. Increased number of eosinophils and neutrophils in the lamina propria were observed to be associated with significantly higher relapse rate. CONCLUSION A higher risk of relapse in patients with quiescent colitis can be predicted by the presence of increased number of eosinophils and neutrophils in the lamina propria.
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Affiliation(s)
- Sheenam Azad
- Department of Pathology, SGRR Institute of Medical & Health Sciences, Patel Nagar, Dehradun, India.
| | - Neena Sood
- Department of Pathology, DMC & H, Ludhiana, Punjab, India
| | - Ajit Sood
- Department of Gastroenterology, DMC & H, Ludhiana, Punjab, India
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13
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Abstract
PURPOSE OF REVIEW Gastrointestinal pathogens profoundly affect human health and well being. The provider's ability to render optimal care often highly depends on diagnostic microbiologic support. We aim to provide a clinically pertinent assessment of the current state of our ability to diagnose human gastrointestinal pathogens and describe (and decry) the unsophistication of many current diagnostic methods and strategies. RECENT FINDINGS Recent advances involve improved stool polymerase chain reaction assays and application of this technology to a broader panel of pathogens, stool antigen assays, and improved culture techniques, but there is little penetration of such diagnostic advances into clinical practice. Many such techniques remain limited to research or epidemiologic use and are not typically available in the clinical laboratory. SUMMARY Multiple clinical and laboratory factors need to be considered when attempting to diagnose the wide variety of gastrointestinal pathogens afflicting humans. Careful interpretation of diagnostic tests with attention to the population studied and the characteristics of each test is necessary.
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Abstract
The incidence of inflammatory bowel disease in patients aged 60 years and older is approximately 3.5/100,000 people/year for Crohn’s disease and 4.5/100,000 people/year for ulcerative colitis. An increased frequency of comorbidities and an increased risk of other forms of colitis in elderly patients can make the diagnosis of inflammatory bowel disease challenging. The clinical course of inflammatory bowel disease in the elderly is generally similar to that in younger patients, with primary differences noted in symptom frequency and disease location. The treatment of inflammatory bowel disease in the elderly is also generally the same as that for younger patients. Elderly patients are more likely to experience side-effects from corticosteroids and to have contraindications to immunosuppressive therapy. Surgical outcomes for inflammatory bowel disease in the elderly patient have improved over time. Outcomes and complications from surgery in the elderly population are similar to those of younger patients.
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Affiliation(s)
- Paul E Evans
- Mayo Clinic College of Medicine, Inflammatory Bowel Disease Clinic, Division of Gastroenterology and Hepatology, Mayo building E-19 B Gastroenterology, 200 First street SW, Rochester MN 55905 USA
| | - Darrell S Pardi
- Mayo Clinic College of Medicine, Inflammatory Bowel Disease Clinic, Division of Gastroenterology and Hepatology, Mayo building E-19 B Gastroenterology, 200 First street SW, Rochester MN 55905 USA
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15
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Abstract
A diagnosis of Crohn's disease (CD) and ulcerative colitis (UC) is based on a combination of clinical, histologic, endoscopic, and radiologic data. The distinction between UC and CD can be difficult because of the lack of a differentiating single gold standard. Indeterminate colitis (IC) was introduced by pathologists for the diagnosis of surgical colectomy specimens showing an overlap between the features of UC and CD. The diagnosis of IC was based on macroscopic and microscopic features. The term indeterminate colitis is in recent years more widely applied to include all cases with endoscopic, radiographic, and histologic evidence of chronic inflammatory bowel disease confined to the colon, but without fulfilment of diagnostic criteria for UC and CD. As for UC and CD, the diagnosis of IC has therefore become a clinicopathologic diagnosis. IC is generally considered to be a temporary diagnosis. The clinical characteristics of patients with IC are, however, somewhat different from the characteristics of those with UC. Furthermore, serologic markers such as perinuclear antineutrophil cytoplasmic antibody and anti-Saccharomyces cerevisiae, which are strongly linked with UC and CD, are both negative in a subset of patients with IC. Therefore, the possibility that IC could be a separate entity must be investigated.
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Affiliation(s)
- Karel Geboes
- Department of Pathology, University Hospital KU Leuven, Leuven, Belgium.
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Abstract
Early identification of patients with acute severe colitis is essential so that prompt treatment can be instigated. Corticosteroids have remained the mainstay of treatment since 1955. The introduction of ciclosporin into the pharmacological armamentarium has reduced early colectomy rates but even with modern medical management up to 30% of patients will still undergo colectomy on the same admission. The overall mortality is now less than 1% in specialist centres compared to 30% in the pre-steroid era. The future promises further advances in treatment through medications that are targeted directly at the underlying inflammatory process.
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Affiliation(s)
- Paul Dunckley
- Gastroenterology Unit, John Radcliffe Hospital, Oxford, United Kingdom
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17
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Abstract
Approximately 15% of all patients with IBD first develop symptoms after age 65. As the number of elderly in the population continues to grow, clinicians should expect to see a greater number of elderly IBD patients. In general, the presenting features of IBD are similar to those encountered in younger patients, but the broad differential diagnosis of colitis in the elderly can make definitive diagnosis more challenging. Although most therapies for IBD have not been studied specifically in the elderly, as a general rule, medical and surgical treatment options are the same regardless of age. Osteoporosis, a condition generally associated with aging, should be managed aggressively in patients with IBD because many older persons already have a substantial baseline risk for accelerated bone loss.
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Affiliation(s)
- D J Robertson
- Department of Medicine, Dartmouth Medical School, Vermont, USA
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Affiliation(s)
- S B Hanauer
- University of Chicago Pritzker School of Medicine, Illinois 60637, USA
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Abstract
This review concentrates on the clinical evaluation, imaging, therapy, and prognostic factors in acute severe colitis of idiopathic as well as infectious origin. Older concepts as well as more recent are critically scrutinized.
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Affiliation(s)
- B Blomberg
- Department of Medicine, Orebro Medical Centre Hospital, Sweden
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20
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Capristo E, De Gaetano A, Mingrone G, Addolorato G, Greco AV, Castagneto M, Gasbarrini G. Multivariate identification of metabolic features in inflammatory bowel disease. Metabolism 1999; 48:952-6. [PMID: 10459556 DOI: 10.1016/s0026-0495(99)90188-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Weight loss and malnutrition are commonly reported in inflammatory bowel disease (IBD), but differences between Crohn's disease (CD) and ulcerative colitis (UC) patients have rarely been pointed out. In this regard, a sample of 102 consecutive patients with a diagnosis of either CD (n = 63, 33 males) or UC (n = 39, 25 males) based on previously reported clinical, morphologic, and histopathologic criteria were studied. Twenty-six anthropometric and metabolic variables were measured upon admission. Body composition was assessed by both anthropometry and bioimpedance measurements, and energy expenditure and substrate oxidation were assessed by indirect calorimetry. The data were subjected to principal-component analysis and to factor rotation to derive a set of a few basic independent descriptors of the metabolic features of each subject. Six descriptors were found to be responsible for greater than 86% of the total sample variability and to associate very well with mutually disjoint subsets of the original variables. The six summarizing factors are listed in order of decreasing percentage of explained variation (size 41.8%, fatness 17.9%, fuel 12.2%, shape 5.4%, energy 5.2%, and steroid 3.9%). CD and UC patients differed significantly with respect to fatness (CD lower, P = .004) and carbohydrate (CHO) fuel preference (CD lower, P = .030). Hence, CD patients showed a reduced fat mass (FM) compared with UC patients, and from a metabolic point of view, too, CD and UC are not superimposable. In fact, the lower CHO oxidation (CHOox) rate and consequent preferential lipid utilization found in CD patients may be taken into account as a contributing cause of lipid tissue wasting and in planning therapeutic enteral regimens.
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Affiliation(s)
- E Capristo
- Istituto di Medicina Interna and Consiglio Nazionale delle Richerche-Centro di Studio per la Fisiopatologia dello Shock, Università Cattolica del Sacro Cuore, Rome, Italy
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21
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Moum B, Ekbom A, Vatn MH, Aadland E, Sauar J, Lygren I, Schulz T, Stray N, Fausa O. Clinical course during the 1st year after diagnosis in ulcerative colitis and Crohn's disease. Results of a large, prospective population-based study in southeastern Norway, 1990-93. Scand J Gastroenterol 1997; 32:1005-12. [PMID: 9361173 DOI: 10.3109/00365529709011217] [Citation(s) in RCA: 117] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND The clinical course and prognosis in ulcerative colitis (UC) and Crohn's disease (CD) have been described in many studies, mostly retrospective. Such studies are hampered by problems such as inclusion over a long time period, proper definitions, incomplete case records, and outdated methods of diagnosis. In a prospective study we identified 846 patients with inflammatory bowel disease (IBD) over a 4-year period from 1990 to 1993. Uniform diagnostic and therapeutic strategies were used as a basis for later assessment of the short-term clinical course in different subgroups of UC and CD and analysis of potential risk factors for relapse or surgery. METHODS At the time of follow-up, a mean of 16.2 months after diagnosis, 496 UC patients and 232 CD patients, altogether 98%, were available for evaluation. A colonoscopy was performed in 88% (410 of 465) of the UC patients attending a clinical examination and in 76% (164 of 216) of the CD patients. RESULTS Eleven patients with UC and five patients with CD died during follow-up, four of complications related to IBD. The cumulative 1-year relapse rate in the remaining patients was 50% for UC and 47% for CD. Of the patients with relapses 11 % of the UC patients and 10% of the CD patients had a chronic relapsing course without any difference with regard to the various disease categories in UC or CD. An increased risk of relapse was found in patients less than 50 years old only in UC. In UC a higher risk for surgery was found in patients with extensive colitis compared with left-sided colitis (P = 0.011), and CD patients with small-bowel involvement had a higher risk of surgery than patients with disease confined to the colon (P = 0.021). There was no excess risk of relapse or surgery in smokers as compared with non-smokers or former smokers, nor did the risk of relapse vary with the level of cigarette consumption in either UC or CD patients. CONCLUSION The high relapse rate of around 50% for both UC and CD calls for a review of the existing treatment. Further follow-up will be necessary to improve our ability to make clinical decisions relating to medical and surgical treatment options.
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Affiliation(s)
- B Moum
- Cancer Epidemiology Unit, University Hospital, Uppsala, Sweden
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22
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Leiper K, London IJ, Rhodes JM. Management of the first presentation of severe acute colitis. BAILLIERE'S CLINICAL GASTROENTEROLOGY 1997; 11:129-51. [PMID: 9192065 DOI: 10.1016/s0950-3528(97)90058-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Prompt diagnosis and exclusion of infection requires a minimum of rigid sigmoidoscopy, rectal mucosal biopsy and stool culture. Admission to hospital is mandatory for patients with features of severe disease, or who are in their first attack of ulcerative colitis and have bloody diarrhoea, even if the criteria for severe disease are not met. Once admitted, the patient should be monitored by plain abdominal X-ray, full blood count, serum albumin and C reactive protein on alternate days; temperature and pulse rate should be recorded four times per day. Treatment should be instituted as soon as the diagnosis is made with an intravenous corticosteroid (hydrocortisone 100 mg intravenously, four times daily, or equivalent). Antibiotics may be included if infection cannot be confidently excluded. Free diet can be allowed but attention should be given to nutritional, fluid and electrolyte status with intravenous replacement if necessary. Any evidence of colonic dilatation occurring despite maximal therapy should be regarded as an absolute indication for colectomy. The patient should be kept fully informed from an early stage about the likely natural history of the condition and about the possible therapeutic options including surgery. Cyclosporin therapy should be reserved for patients who have a poor response to the first 3-4 days of corticosteroid therapy, particularly those with serum C reactive protein > 45 mg/l and who do not yet have absolute indications for colectomy. Most patients who have not convincingly responded within 10 days of starting full medical therapy should undergo colectomy, although partial responders who are afebrile may reasonably continue for up to 14 days before a final decision. Approximately 30-40% of patients with severe colitis will need colectomy within the first 6 months. With optimal management, mortality should be zero, but better medical therapies are urgently needed to reduce the colectomy rate.
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Affiliation(s)
- K Leiper
- Department of Medicine, University of Liverpool, UK
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Affiliation(s)
- S B Hanauer
- University of Chicago Pritzker School of Medicine, IL 60637, USA
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24
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Gibson PR, Anderson RP, Mariadason JM, Wilson AJ. Protective role of the epithelium of the small intestine and colon. Inflamm Bowel Dis 1996. [DOI: 10.1002/ibd.3780020412] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
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25
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Schumacher G, Kollberg B, Sandstedt B, Ljungh A, Nässberger L. Circulating granulocyte antibodies in first attacks of colitis. Scand J Gastroenterol 1995; 30:157-63. [PMID: 7732339 DOI: 10.3109/00365529509093255] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Antineutrophil cytoplasmic antibodies (ANCA) have recently been demonstrated in the sera of patients with inflammatory bowel disease (IBD). METHODS The presence of ANCA was studied in 107 sera obtained during 1 year from 48 patients with a first attack of IBD and in 33 such sera from 19 patients with infectious or infectious-type colitis (non-relapsing colitis (NRC)). RESULTS In 65% (31 of 48) of the IBD patients positive immunofluorescence reactivity against granulocytes was observed, compared with in 5% of the NRC patients. No significant difference in granulocyte reactivity was found either between patients with colonic Crohn's disease and those with ulcerative colitis or between active and inactive phases of the disease. Most of the sera showed a perinuclear immunofluorescence staining pattern (68%), in contrast to the classical cytoplasmic staining pattern seen in Wegener's granulomatosis. In sera obtained at the first visit from the 31 IBD patients with positive granulocyte reactivity a hitherto unknown antibody against beta-glucuronidase was found in 42%, whereas in 45% the specificity was not identified. Other antibodies, rarely seen, were directed against myeloperoxidase, lactoferrin, elastase, and cathepsin G. No antibody directed against lysozyme was detected. CONCLUSIONS Positive granulocyte reactivity practically excluded NRC and was seen in more than half of IBD patients. Antibodies against beta-glucuronidase were common, but still almost half of the antibodies remained unknown.
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Affiliation(s)
- G Schumacher
- Dept of Internal Medicine, Danderyd Hospital, Sweden
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26
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27
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Schumacher G, Steinrûck H, Geyid A, Kollberg B, Ljungh Å. Virulence Properties of Escherichia coli Isolated from the Rectal Mucosa of Patients with First Attacks of Colitis. MICROBIAL ECOLOGY IN HEALTH AND DISEASE 1995. [DOI: 10.3109/08910609509141375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- G. Schumacher
- Division of Gastroenterology, Department of Internal Medicine, Danderyd Hospital, Danderyd, Sweden
| | - H. Steinrûck
- Escherichia coli Laboratory, Robert Koch Institute, Berlin, Germany
| | - A. Geyid
- Department of Medical Microbiology, University of Lund, Lund, Sweden
| | - B. Kollberg
- Division of Gastroenterology, Department of Internal Medicine, Danderyd Hospital, Danderyd, Sweden
| | - Å. Ljungh
- Department of Medical Microbiology, University of Lund, Lund, Sweden
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28
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Schumacher G, Kollberg B, Sandstedt B. A prospective study of first attacks of inflammatory bowel disease and infectious colitis. Histologic course during the 1st year after presentation. Scand J Gastroenterol 1994; 29:318-32. [PMID: 8047806 DOI: 10.3109/00365529409094843] [Citation(s) in RCA: 76] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
To investigate the possibilities of differentiating between inflammatory bowel disease (IBD) and infectious colitis on histologic grounds, a prospective histologic study of 105 patients with a first attack of colitis was undertaken. Rectal biopsies were performed on four occasions during 1 year. The strongest predictor of IBD was basal plasmacytosis, followed by more than two vertical crypt branches per medium-power field, crypt distortion, villous mucosa, and mucosal atrophy. These signs were rarely found among patients with infectious colitis. Their frequency increased with the interval between initial symptoms and the first biopsy. To study the development of histologic features in the absence of treatment, the IBD patients were divided into groups depending on this interval. Focal or diffuse basal plasmacytosis increased from 38% in the group with an interval of 1-15 days to 89% in those who presented in 121-300 days, and crypt distortion from 0% to 78%, whereas absence of signs indicating IBD decreased from 62% to 11%. The presence of focal basal plasmacytosis seems to be the earliest sign of IBD. The frequency of histologic signs indicating IBD was maximal (88%) at the 1-week biopsy. After recovery, the basal plasmacytosis and villous mucosa decreased, whereas crypt distortion and mucosal atrophy remained unchanged. Early treatment did not prevent the appearance of any feature.
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Affiliation(s)
- G Schumacher
- Dept. of Internal Medicine, Danderyd Hospital, Stockholm, Sweden
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