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1.
BMC Gastroenterol ; 24(1): 166, 2024 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-38755577

RESUMO

INTRODUCTION: The diagnosis of intestinal tuberculosis is challenging even nowadays. This study aims to report the positivity rates of new diagnostic methods such as immunohistochemistry and Real-Time Polymerase Chain Reaction in patients with intestinal tuberculosis, as well as describe the pathological and endoscopic features of intestinal tuberculosis in our population. METHODS: This was a retrospective observational study conducted in patients diagnosed with intestinal tuberculosis, between 2010 to 2023 from the Hospital Nacional Daniel Alcides Carrion and a Private Pathology Center, both located in Peru. Clinical data was obtained, histologic features were independently re-evaluated by three pathologists; and immunohistochemistry and real-time Polymerase Chain Reaction evaluation were performed. The 33 patients with intestinal tuberculosis who fulfilled the inclusion criteria were recruited. RESULTS: Immunohistochemistry was positive in 90.9% of cases, while real-time Polymerase Chain Reaction was positive in 38.7%. The ileocecal region was the most affected area (33.3%), and the most frequent endoscopic appearance was an ulcer (63.6%). Most of the granulomas were composed solely of epithelioid histiocytes (75.8%). Crypt architectural disarray was the second most frequent histologic finding (78.8%) after granulomas, but most of them were mild. CONCLUSION: Since immunohistochemistry does not require an intact cell wall, it demonstrates higher sensitivity compared to Ziehl-Neelsen staining. Therefore, it could be helpful for the diagnosis of paucibacillary tuberculosis.


Assuntos
Imuno-Histoquímica , Reação em Cadeia da Polimerase em Tempo Real , Tuberculose Gastrointestinal , Humanos , Tuberculose Gastrointestinal/diagnóstico , Tuberculose Gastrointestinal/microbiologia , Peru , Masculino , Feminino , Estudos Retrospectivos , Adulto , Pessoa de Meia-Idade , Idoso , Adulto Jovem , Granuloma/diagnóstico , Granuloma/microbiologia , Granuloma/patologia , Mycobacterium tuberculosis/isolamento & purificação , Mycobacterium tuberculosis/genética , Adolescente , Sensibilidade e Especificidade
2.
J Gastroenterol Hepatol ; 39(3): 422-430, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38058246

RESUMO

BACKGROUND AND AIM: Discrimination of gastrointestinal tuberculosis (GITB) and Crohn's disease (CD) is difficult. Use of artificial intelligence (AI)-based technologies may help in discriminating these two entities. METHODS: We conducted a systematic review on the use of AI for discrimination of GITB and CD. Electronic databases (PubMed and Embase) were searched on June 6, 2022, to identify relevant studies. We included any study reporting the use of clinical, endoscopic, and radiological information (textual or images) to discriminate GITB and CD using any AI technique. Quality of studies was assessed with MI-CLAIM checklist. RESULTS: Out of 27 identified results, a total of 9 studies were included. All studies used retrospective databases. There were five studies of only endoscopy-based AI, one of radiology-based AI, and three of multiparameter-based AI. The AI models performed fairly well with high accuracy ranging from 69.6-100%. Text-based convolutional neural network was used in three studies and Classification and regression tree analysis used in two studies. Interestingly, irrespective of the AI method used, the performance of discriminating GITB and CD did not match in discriminating from other diseases (in studies where a third disease was also considered). CONCLUSION: The use of AI in differentiating GITB and CD seem to have acceptable accuracy but there were no direct comparisons with traditional multiparameter models. The use of multiple parameter-based AI models have the potential for further exploration in search of an ideal tool and improve on the accuracy of traditional models.


Assuntos
Doença de Crohn , Tuberculose Gastrointestinal , Humanos , Inteligência Artificial , Doença de Crohn/diagnóstico por imagem , Redes Neurais de Computação , Estudos Retrospectivos , Tuberculose Gastrointestinal/diagnóstico , Diagnóstico por Computador
3.
BMC Gastroenterol ; 23(1): 46, 2023 Feb 23.
Artigo em Inglês | MEDLINE | ID: mdl-36814249

RESUMO

BACKGROUND: Gastrointestinal strictures impact clinical presentation in abdominal tuberculosis and are associated with significant morbidity. AIM: To conduct a systematic review of the prevalence of stricturing disease in abdominal and gastrointestinal tuberculosis and response to antitubercular therapy (ATT). METHODS: We searched Pubmed and Embase on 13th January 2022, for papers reporting on the frequency and outcomes of stricturing gastrointestinal tuberculosis. The data were extracted, and pooled prevalence of stricturing disease was estimated in abdominal tuberculosis and gastrointestinal (intestinal) tuberculosis. The pooled clinical response and stricture resolution (endoscopic or radiologic) rates were also estimated. Publication bias was assessed using the Funnel plot and Egger test. The risk of bias assessment was done using a modified Newcastle Ottawa Scale. RESULTS: Thirty-three studies reporting about 1969 patients were included. The pooled prevalence of intestinal strictures in abdominal tuberculosis and gastrointestinal TB was 0.12 (95%CI 0.07-0.20, I2 = 89%) and 0.27 (95% CI 0.21-0.33, I2 = 85%), respectively. The pooled clinical response of stricturing gastrointestinal tuberculosis to antitubercular therapy was 0.77 (95%CI 0.65-0.86, I2 = 74%). The pooled stricture response rate (endoscopic or radiological) was 0.66 (95%CI 0.40-0.85, I2 = 91%). The pooled rate of need for surgical intervention was 0.21 (95%CI 0.13-0.32, I2 = 70%), while endoscopic dilatation was 0.14 (95%CI 0.09-0.21, I2 = 0%). CONCLUSION: Stricturing gastrointestinal tuberculosis occurs in around a quarter of patients with gastrointestinal tuberculosis, and around two-thirds of patients have a clinical response with antitubercular therapy. A subset of patients may need endoscopic or surgical intervention. The estimates for the pooled prevalence of stricturing disease and response to ATT had significant heterogeneity.


Assuntos
Obstrução Intestinal , Tuberculose Gastrointestinal , Humanos , Constrição Patológica/terapia , Tuberculose Gastrointestinal/tratamento farmacológico , Antituberculosos/uso terapêutico , Obstrução Intestinal/terapia , Abdome
4.
BMC Gastroenterol ; 23(1): 246, 2023 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-37468869

RESUMO

Gastrointestinal Tuberculosis (GITB) and Crohn's disease (CD) are both chronic granulomatous diseases with a predilection to involve primarily the terminal ileum. GITB is often considered a disease of the developing world, while CD and inflammatory bowel disease are considered a disease of the developed world. But in recent times, the epidemiology of both diseases has changed. Differentiating GITB from CD is of immense clinical importance as the management of both diseases differs. While GITB needs anti-tubercular therapy (ATT), CD needs immunosuppressive therapy. Misdiagnosis or a delay in diagnosis can lead to catastrophic consequences. Most of the clinical features, endoscopic findings, and imaging features are not pathognomonic for either of these two conditions. The definitive diagnosis of GITB can be clinched only in a fraction of cases with microbiological positivity (acid-fast bacilli, mycobacterial culture, or PCR-based tests). In most cases, the diagnosis is often based on consistent clinical, endoscopic, imaging, and histological findings. Similarly, no single finding can conclusively diagnose CD. Multiparametric-based predictive models incorporating clinical, endoscopy findings, histology, radiology, and serology have been used to differentiate GITB from CD with varied results. However, it is limited by the lack of validation studies for most such models. Many patients, especially in TB endemic regions, are initiated on a trial of ATT to see for an objective response to therapy. Early mucosal response assessed at two months is an objective marker of response to ATT. Prolonged ATT in CD is recognized to have a fibrotic effect. Therefore, early discrimination may be vital in preventing the delay in the diagnosis of CD and avoiding a complicated course.


Assuntos
Doença de Crohn , Doenças Inflamatórias Intestinais , Tuberculose Gastrointestinal , Humanos , Doença de Crohn/diagnóstico , Doença de Crohn/tratamento farmacológico , Doença de Crohn/patologia , Tuberculose Gastrointestinal/diagnóstico , Tuberculose Gastrointestinal/tratamento farmacológico , Tuberculose Gastrointestinal/patologia , Diagnóstico Diferencial , Endoscopia Gastrointestinal , Doenças Inflamatórias Intestinais/diagnóstico
5.
Dig Dis ; 41(4): 581-588, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36702102

RESUMO

BACKGROUND: The differentiation between intestinal tuberculosis (ITB) and Crohn's disease (CD) remains a challenge, particularly in areas where tuberculosis is highly prevalent. Previous studies have identified features that favour one diagnosis over the other. The aim of the study was to determine the accuracy of a standardized protocol in the initial diagnosis of CD versus ITB. METHODS: All patients with suspected ITB or CD were prospectively recruited. A standardized protocol was applied, and the diagnosis was made accordingly. The protocol consists of history and examination, ileocolonoscopy with biopsies, and tuberculosis workup. The diagnosis of probable ITB was made based on at least one positive finding. All other patients were diagnosed as probable CD. Patients were treated either with anti-tubercular therapy or steroids. Reassessment was then carried out clinically, biochemically, and endoscopically. In patients with suboptimal response, the treatment was either switched or escalated depending on the reassessment. RESULTS: 164 patients were recruited with final diagnosis of 30 (18.3%) ITB and 134 (81.7%) CD. 1 (3.3%) out of 30 patients with ITB was initially treated as CD. 16 (11.9%) out of 134 patients with CD were initially treated as ITB. The initial overall accuracy for the protocol was 147/164 (89.6%). All patients received the correct diagnosis by 12 weeks after reassessment. CONCLUSION: In our population, most patients had CD rather than ITB. The standardized protocol had a high accuracy in differentiating CD from ITB.


Assuntos
Doença de Crohn , Tuberculose Gastrointestinal , Humanos , Doença de Crohn/patologia , Tuberculose Gastrointestinal/diagnóstico , Tuberculose Gastrointestinal/tratamento farmacológico , Tuberculose Gastrointestinal/epidemiologia , Biópsia , Diagnóstico Diferencial , Algoritmos
6.
BMC Infect Dis ; 23(1): 559, 2023 Aug 28.
Artigo em Inglês | MEDLINE | ID: mdl-37641023

RESUMO

BACKGROUND: Intestinal tuberculosis is a chronic and specific infection caused by Mycobacterium tuberculosis invading the intestine. Due to the nonspecific clinical presentation, it is stressed that intestinal perforation complicates umbilical intestinal fistula and bladder ileal fistula is very rare and extremely difficult to be diagnosed. It is significant to identify the disease and take urgent intervene in the early stage. CASE PRESENTATION: An 18-month-old boy patient presented with abdominal pain. Abdominal CT suggested abscess formation in the right lower abdomen and pelvis. The patient underwent resection of necrotic and stenotic intestinal segments with the creation of an ileostomy, cystostomy and vesicoureteral fistula repair for the presence of intestinal perforation complicated by vesicoureteral fistula and umbilical enterocutaneous fistula. Histopathology confirmed the intestinal tuberculosis. The patient was discharged successfully after 11 days post anti-tuberculosis treatment. CONCLUSION: Our case report here is a rare case of umbilical intestinal fistula with bladder ileal fistula secondary to intestinal perforation from intestinal tuberculosis. The purpose of this report is to make the surgical community aware of atypical presentations of intestinal tuberculosis. If our peers encounter the similar situation, they can be prepared for corresponding diagnosis and treatment.


Assuntos
Enterite , Fístula Intestinal , Perfuração Intestinal , Peritonite Tuberculosa , Tuberculose Gastrointestinal , Tuberculose dos Linfonodos , Masculino , Humanos , Lactente , Bexiga Urinária , Perfuração Intestinal/diagnóstico , Perfuração Intestinal/etiologia , Perfuração Intestinal/cirurgia , Fístula Intestinal/complicações , Fístula Intestinal/diagnóstico , Fístula Intestinal/cirurgia , Intestinos , Tuberculose Gastrointestinal/complicações , Tuberculose Gastrointestinal/diagnóstico , Tuberculose Gastrointestinal/cirurgia
7.
J Gastroenterol Hepatol ; 38(4): 510-522, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36508314

RESUMO

Disease phenotype of pediatric inflammatory bowel disease (PIBD) in children from the Asia-Pacific region differs from that of children from the West. Many parts of Asia are endemic for tuberculosis, making diagnosis and management of pediatric Crohn's disease a challenge. Current available guidelines, mainly from Europe and North America, may not be completely applicable to clinicians caring for children with PIBD in Asia due to differences in disease characteristics and regional resource constraints. This position paper is an initiative from the Asian Pan-Pacific Society for Pediatric Gastroenterology, Hepatology and Nutrition (APPSPGHAN) that aims to provide an up-to-date, evidence-based approach to PIBD in the Asia-Pacific region. A group of pediatric gastroenterologists with a special interest in PIBD performed an extensive literature search covering epidemiology, disease characteristics and natural history, management, and monitoring. Attention was paid to publications from the region with special consideration to a resource-limited setting. This current position paper deals with surgical management, disease monitoring, immunization, bone health, and nutritional issues of PIBD in Asia. A special section on differentiating pediatric Crohn's disease from tuberculosis in children is included. This position paper provides a useful guide to clinicians in the surgical management, disease monitoring, and various health issues in children with IBD in Asia-Pacific region.


Assuntos
Gastroenterologia , Doenças Inflamatórias Intestinais , Tuberculose , Humanos , Doenças Inflamatórias Intestinais/diagnóstico , Doenças Inflamatórias Intestinais/epidemiologia , Doenças Inflamatórias Intestinais/cirurgia , Ásia/epidemiologia , Fenótipo , Gerenciamento Clínico
8.
BMC Med Inform Decis Mak ; 23(1): 160, 2023 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-37582768

RESUMO

BACKGROUND: Differentiating between Crohn's disease (CD) and intestinal tuberculosis (ITB) with endoscopy is challenging. We aim to perform more accurate endoscopic diagnosis between CD and ITB by building a trustworthy AI differential diagnosis application. METHODS: A total of 1271 electronic health record (EHR) patients who had undergone colonoscopies at Peking Union Medical College Hospital (PUMCH) and were clinically diagnosed with CD (n = 875) or ITB (n = 396) were used in this study. We build a workflow to make diagnoses with EHRs and mine differential diagnosis features; this involves finetuning the pretrained language models, distilling them into a light and efficient TextCNN model, interpreting the neural network and selecting differential attribution features, and then adopting manual feature checking and carrying out debias training. RESULTS: The accuracy of debiased TextCNN on differential diagnosis between CD and ITB is 0.83 (CR F1: 0.87, ITB F1: 0.77), which is the best among the baselines. On the noisy validation set, its accuracy was 0.70 (CR F1: 0.87, ITB: 0.69), which was significantly higher than that of models without debias. We also find that the debiased model more easily mines the diagnostically significant features. The debiased TextCNN unearthed 39 diagnostic features in the form of phrases, 17 of which were key diagnostic features recognized by the guidelines. CONCLUSION: We build a trustworthy AI differential diagnosis application for differentiating between CD and ITB focusing on accuracy, interpretability and robustness. The classifiers perform well, and the features which had statistical significance were in agreement with clinical guidelines.


Assuntos
Doença de Crohn , Tuberculose Gastrointestinal , Humanos , Doença de Crohn/diagnóstico , Diagnóstico Diferencial , Tuberculose Gastrointestinal/diagnóstico , Colonoscopia
9.
BMC Gastroenterol ; 22(1): 461, 2022 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-36384447

RESUMO

BACKGROUND: China is a region with a high incidence of tuberculosis, and the incidence of IBD has also been rising rapidly in recent years. Differentiating Crohn's disease(CD) from intestinal tuberculosis (ITB) has become a very challenging issue. We aimed to develop and assess a diagnostic nomogram to differentiate between CD and ITB to improve the accuracy and practicability of the model. METHODS: A total of 133 patients (CD 90 and ITB 43) were analyzed retrospectively. Univariate and multivariate logistic regression analysis was included to determine the independent predictive factors and establish the regression equation. On this basis, the nomogram prediction model was constructed. The discrimination, calibration and clinical efficiency of the nomogram were assessed using area under the curve(AUC), C-index, calibration curve, decision curve analysis (DCA) and clinical impact curve. RESULTS: T-SPOT positive, cobblestone appearance, comb sign and granuloma were significant predictors in differentiating CD from ITB. Base on the above independent predictors, a diagnostic nomogram was successfully established. The sensitivity, specificity, accuracy of the prediction model are 94.4%, 93.0%, 94.0% respectively. The AUC and the C-index of the prediction model are both 0.988, which suggest that the model had a good discrimination power. The calibration curve indicated a high calibration degree of the prediction model. The DCA and clinical impact curve indicated a good clinical efficiency of the prediction model which could bring clinical benefits. CONCLUSION: A nomogram prediction model for distinguishing CD from ITB was developed and assessed, with high discrimination, calibration and clinical efficiency. It can be used as an accurate and convenient diagnostic tool to distinguish CD from ITB, facilitating clinical decision-making.


Assuntos
Doença de Crohn , Enterite , Peritonite Tuberculosa , Tuberculose Gastrointestinal , Humanos , Doença de Crohn/diagnóstico , Diagnóstico Diferencial , Nomogramas , Estudos Retrospectivos , Tuberculose Gastrointestinal/diagnóstico , Peritonite Tuberculosa/diagnóstico , Enterite/diagnóstico
10.
BMC Gastroenterol ; 22(1): 309, 2022 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-35751028

RESUMO

BACKGROUND: Cecal ulcers are sometimes encountered in asymptomatic individuals. Their clinical outcomes and management recommendations remain uncertain. METHODS: Asymptomatic patients who underwent a colonoscopic exam for colon cancer screening were retrospectively reviewed from July 2009 to November 2016. Patients with cecal ulcers were included. Patients who had colorectal symptoms, such as abdominal pain, had nonsteroidal anti-inflammatory drugs or were lost to follow-up were excluded. RESULTS: A total of 34,036 patients underwent colon cancer screening. Cecal ulcers were found in 35 patients. After exclusion, 24 patients (mean duration, 52 months) received follow-up colonoscopy. In 20 patients, (83.3%), cecal ulcer resolved without intervention, but 4 patients (16.7%) developed clinical significant diseases, including intestinal tuberculosis (n = 2), Crohn's disease (n = 1), and ulcerative colitis (n = 1). Patients who developed clinically significant diseases had a higher percentage of ulcers larger than 1 cm (75% vs. 15%, p = 0.035), terminal ileum involvement (100% vs. 15.4%, p = 0.006) and ulcers with irregular fold (75% vs. 5%, p = 0.008). CONCLUSIONS: In patients with asymptomatic cecal ulcers, the endoscopic features included larger ulcer size, terminal ileum involvement and ulcers with irregular fold may predict development of clinically significant diseases. If the above-mentioned features are present, even asymptomatic patients should be closely monitored.


Assuntos
Colite Ulcerativa , Neoplasias do Colo , Doença de Crohn , Colite Ulcerativa/complicações , Colonoscopia , Doença de Crohn/diagnóstico , Humanos , Estudos Retrospectivos , Úlcera
11.
BMC Gastroenterol ; 22(1): 60, 2022 Feb 11.
Artigo em Inglês | MEDLINE | ID: mdl-35148672

RESUMO

INTRODUCTION: Stricturing gastrointestinal tuberculosis (GITB) may result in persistent symptoms even after antitubercular therapy (ATT) and may require surgical intervention. Data on efficacy and safety of endoscopic dilatation for management GITB related strictures is scarce. METHODS: A retrospective analysis of database of patients who underwent endoscopic balloon dilatation for suspected or proven gastrointestinal tuberculosis was performed. The analysis included the site of involvement, technical success, clinical success (response), relapse and requirement of surgery in these patients. RESULTS: Out of 34 patients (47.1% males, mean age 31.9 ± 12.9 years), eventually four patients were diagnosed to have Crohn's disease while the rest had GITB. Initial technical success was achieved in 30 (88.2%) patients. Initial clinical success was achieved in 28 (82.3%) patients. Median number of dilatation sessions required to obtain symptomatic relief were 2.5 (1-5) per patient. Two patients with initial clinical success had recurrence of symptoms over follow up of 1 year, out of which one patient was managed with repeat endoscopic balloon dilatation successfully. Of 30 patients with technical success, 16 (53.4%) were on ATT when they underwent dilatation while two were in intestinal obstruction. Eventually 7 patients required surgical intervention for various reasons. CONCLUSION: Non-fluoroscopic endoscopic balloon dilatation is an acceptable and fairly safe modality for symptomatic tuberculous strictures of gastrointestinal tract.


Assuntos
Obstrução Intestinal , Tuberculose Gastrointestinal , Adulto , Constrição Patológica/etiologia , Constrição Patológica/terapia , Dilatação , Endoscopia Gastrointestinal , Feminino , Humanos , Obstrução Intestinal/diagnóstico por imagem , Obstrução Intestinal/cirurgia , Masculino , Estudos Retrospectivos , Resultado do Tratamento , Tuberculose Gastrointestinal/complicações , Adulto Jovem
12.
BMC Gastroenterol ; 22(1): 89, 2022 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-35227196

RESUMO

BACKGROUND: Intestinal tuberculosis still has a high incidence, especially in developing countries. The biggest challenge of this disease is the establishment of the diagnosis because the clinical features are not typical. Investigations such as culture, acid-fast bacilli (AFB) staining, and histopathology have low sensitivity, so other investigations are needed. Latest molecular-based diagnostic modalities such as GeneXpert, interferon-gamma (IFN-γ) release assays (IGRA), polymerase chain reaction (PCR), multiplex-PCR, and immunological markers are expected to help diagnose intestinal tuberculosis. This article review will examine the latest diagnostic modalities that can be used as a tool in establishing the diagnosis of intestinal tuberculosis. RESULTS: Through a literature search, we were able to review the diagnostic values of various available diagnostic modalities as the appropriate additional test in intestinal tuberculosis. Culture as a gold standard has a sensitivity and specificity value of 9.3% and 100% with the MGIT BACTEC system as the most recommended medium. The sensitivity values of AFB staining, histopathology examination, GeneXpert, IGRA, PCR, multiplex-PCR and, immunological markers were ranged between 17.3 and 31%; 68%; 81-95.7%; 74-88%; 21.6-65%; 75.7-93.1%; and 52-87%, respectively. Meanwhile the specificity values were 100%; 77.1%; 91-100%; 74-87%; 93-100%; 96.4-100%; and 70-95%, respectively. CONCLUSION: The combination of clinical examination, conventional examination, and the latest molecular-based examination is the best choice for establishing the diagnosis of intestinal tuberculosis. Most recent modalities such as multiplex PCR and immunological marker examinations are diagnostic tools that deserve to be used in diagnosing intestinal tuberculosis as their sensitivity and specificity values are quite high and more evidences are expected to support the application of these examinations shortly soon.


Assuntos
Mycobacterium tuberculosis , Peritonite Tuberculosa , Tuberculose Gastrointestinal , Humanos , Mycobacterium tuberculosis/genética , Reação em Cadeia da Polimerase , Sensibilidade e Especificidade , Tuberculose Gastrointestinal/diagnóstico
13.
BMC Gastroenterol ; 21(1): 291, 2021 Jul 13.
Artigo em Inglês | MEDLINE | ID: mdl-34256708

RESUMO

BACKGROUND: Sometimes in clinical practice, it is a great challenge to distinguish Crohn's disease (CD) and intestinal tuberculosis (ITB), we conducted this study to identify simple and useful algorithm for distinguishing them. METHODS: We retrospectively reviewed the medical history of the patients who were diagnosed as ITB or CD. We firstly identified ITB patients, and then the patients diagnosed with CD were matched by age, sex, and admission time in a 1:1 ratio. Patients who admitted between May 1, 2013 and April 30, 2019 were regarded as training cohort, and patients admitted between May 1, 2019 and May 1, 2020 were regarded as validation cohort. We used multivariate analysis to identify the potential variables, and then we used R package rpart to build the classification and regression tree (CART), and validated the newly developed model. RESULTS: In total, the training cohort included 84 ITB and 84 CD patients, the validation cohort included 22 ITB and 22 CD patients. Multivariate analysis showed that, positive interferon-gamma release assays (IGRAs), ≥ 4 segments involved, longitudinal ulcer, circular ulcer, and aphthous ulcer were confirmed as independent discriminating factors. Using these parameters to build the CART model made an overall accuracy rate was 88.64%, with sensitivity, specificity, NPV, and PPV being 90.91%, 86.36%, 90.48% and 86.96%, respectively. CONCLUSION: We developed a simple and novel algorithm model covering laboratory, imaging, and endoscopy parameters with CART to differentiate ITB and CD with good accuracy. Positive IGRAs and circular ulcer were suggestive of ITB, while ≥ 4 segments involved, longitudinal ulcer, and aphthous ulcer were suggestive of CD.


Assuntos
Doença de Crohn , Tuberculose Gastrointestinal , Algoritmos , Doença de Crohn/diagnóstico , Diagnóstico Diferencial , Endoscopia , Humanos , Laboratórios , Estudos Retrospectivos , Tuberculose Gastrointestinal/diagnóstico
14.
BMC Infect Dis ; 21(1): 498, 2021 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-34049506

RESUMO

BACKGROUND: The purpose of this study was to examine the value of Xpert MTB/RIF assay and detection of additional Mycobacterium tuberculosis complex (MTBC) species antigens from intestinal tissue samples in differentiating intestinal tuberculosis (ITB) from Crohn's disease (CD). METHODS: Several clinical specimens of intestinal tissue obtained by either endoscopic biopsy or surgical excision were used for mycobacteriologic solid cultures,Xpert MTB/RIF assays, immunohistochemistry, and histological examinations. Four antigens (38KDa, ESAT-6, MPT64, and Ag85 complex) of MTBC in the intestinal tissue were detected by immunohistochemical analysis. RESULTS: The study included 42 patients with ITB and 46 with CD. Perianal lesions and longitudinal ulcers were more common in patients with CD, while caseating granuloma and annular ulcers were more common in patients with ITB. The positive rate of MTBC detected by Xpert MTB/RIF in intestinal tissues of patients with ITB was 33.33%, which was significantly higher than that in patients with CD and that detected using acid-fast staining smears. It was also higher than that detected by tissue MTBC culture, but the difference was not statistically significant. The positive MPT64 expression rate in patients with ITB was 40.48%, which was significantly higher than that observed in patients with CD. The sensitivity of parallelly combined detection of tuberculosis protein MPT64 and Xpert MTB/RIF in diagnosing ITB was 50.0%. CONCLUSIONS: The detection of Xpert MTB/RIF in intestinal tissue is a rapid and useful method for establishing an early diagnosis of ITB. The detection of MTBC using Xpert MTB/RIF and MPT64 antigen in intestinal tissues has a definitive value in the differential diagnosis ofITB and CD. The combination of these two methods can improve the detection sensitivity.


Assuntos
Antígenos de Bactérias/imunologia , Doença de Crohn/diagnóstico , Tuberculose Gastrointestinal/diagnóstico , Adolescente , Adulto , Bioensaio , Doença de Crohn/microbiologia , DNA Bacteriano , Diagnóstico Diferencial , Testes Diagnósticos de Rotina , Feminino , Técnicas Histológicas , Humanos , Masculino , Pessoa de Meia-Idade , Técnicas de Diagnóstico Molecular , Mycobacterium tuberculosis/isolamento & purificação , Técnicas de Amplificação de Ácido Nucleico , Sensibilidade e Especificidade , Coloração e Rotulagem , Tuberculose Gastrointestinal/microbiologia , Adulto Jovem
15.
J Gastroenterol Hepatol ; 36(8): 2141-2148, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33554375

RESUMO

BACKGROUND AND AIM: Pattern analysis of big data can provide a superior direction for the clinical differentiation of diseases with similar endoscopic findings. This study aimed to develop a deep-learning algorithm that performs differential diagnosis between intestinal Behçet's disease (BD), Crohn's disease (CD), and intestinal tuberculosis (ITB) using colonoscopy images. METHODS: The typical pattern for each disease was defined as a typical image. We implemented a convolutional neural network (CNN) using Pytorch and visualized a deep-learning model through Gradient-weighted Class Activation Mapping. The performance of the algorithm was evaluated using the area under the receiver operating characteristic curve (AUROC). RESULTS: A total of 6617 colonoscopy images of 211 CD, 299 intestinal BD, and 217 ITB patients were used. The accuracy of the algorithm for discriminating the three diseases (all-images: 65.15% vs typical images: 72.01%, P = 0.024) and discriminating between intestinal BD and CD (all-images: 78.15% vs typical images: 85.62%, P = 0.010) was significantly different between all-images and typical images. The CNN clearly differentiated colonoscopy images of the diseases (AUROC from 0.7846 to 0.8586). Algorithmic prediction AUROC for typical images ranged from 0.8211 to 0.9360. CONCLUSION: This study found that a deep-learning model can discriminate between colonoscopy images of intestinal BD, CD, and ITB. In particular, the algorithm demonstrated superior discrimination ability for typical images. This approach presents a beneficial method for the differential diagnosis of the diseases.


Assuntos
Síndrome de Behçet , Doença de Crohn , Aprendizado Profundo , Gastroenteropatias , Tuberculose Gastrointestinal , Adolescente , Adulto , Síndrome de Behçet/complicações , Síndrome de Behçet/diagnóstico por imagem , Colonoscopia , Doença de Crohn/diagnóstico por imagem , Diagnóstico Diferencial , Enterite/diagnóstico por imagem , Feminino , Gastroenteropatias/diagnóstico por imagem , Humanos , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Tuberculose Gastrointestinal/diagnóstico por imagem , Adulto Jovem
16.
J Gastroenterol Hepatol ; 36(3): 637-645, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32672839

RESUMO

Inflammatory bowel disease (IBD) has increased in incidence and prevalence in Asian countries since the end of the 20th century. Moreover, differences in the cause, phenotypes, and natural history of IBD between the East and West have been recognized. Therefore, the Asian Organization for Crohn's and Colitis and the Asia Pacific Association of Gastroenterology have established recommendations on medical management of IBD in Asia. Initially, the committee members drafted 40 recommendations, which were then assessed according to Grading of Recommendations Assessment, Development and Evaluation. Eight statements were rejected as this indicated that consensus had not been reached. The recommendations encompass pretreatment evaluation; medical management of active IBD; medical management of IBD in remission; management of IBD during the periconception period and pregnancy; surveillance strategies for colitis-associated cancer; monitoring side effects of thiopurines and methotrexate; and infections in IBD.


Assuntos
Colite Ulcerativa/diagnóstico , Colite Ulcerativa/terapia , Doença de Crohn/diagnóstico , Doença de Crohn/terapia , Gastroenterologia/organização & administração , Monitorização Fisiológica , Guias de Prática Clínica como Assunto , Sociedades Médicas/organização & administração , Corticosteroides/efeitos adversos , Corticosteroides/uso terapêutico , Ácido Aminossalicílico/efeitos adversos , Ácido Aminossalicílico/uso terapêutico , Ásia , Azatioprina/efeitos adversos , Azatioprina/uso terapêutico , Diagnóstico Diferencial , Feminino , Humanos , Imunossupressores/efeitos adversos , Imunossupressores/uso terapêutico , Masculino , Metotrexato/efeitos adversos , Metotrexato/uso terapêutico , Ilhas do Pacífico , Gravidez , Indução de Remissão , Tuberculose Gastrointestinal
17.
BMC Gastroenterol ; 20(1): 112, 2020 Apr 16.
Artigo em Inglês | MEDLINE | ID: mdl-32299377

RESUMO

BACKGROUND: Small bowel adenocarcinoma (SBA) is a rare malignancy that primarily occurs in the duodenum. Multiple synchronous SBA is unique rare and difficult to diagnose due to non-specific disease presentation. Protocols to identify multiple synchronous SBA during early disease stages are urgently required. CASE PRESENTATION: An elderly man experienced left lower abdominal pain and melena for 3 months. Abdominal CT showed thickening of the multiple segmental small intestinal walls. As the patient had pulmonary tuberculosis simultaneously, he was misdiagnosis as intestinal tuberculosis and received anti-spasm therapy. The treatment delayed radical resection surgery and the patient underwent palliative segmental resection of the jejunum after 4 months due to intestinal obstruction. Resected specimens showed multiple synchronous SBA (five tumors). The patient accepted chemotherapy postoperatively. Six months postoperatively, the patient died of brain metastasis. CONCLUSIONS: We highlight how multiple synchronous SBA is rare and easily misdiagnosed. We should rule out multiple synchronous SBA when diagnosing intestinal diseases (e.g. inflammatory bowel disease, IBS). Intestinal tuberculosis may also be one of the risk factors for multiple synchronous SBA. High-risk patients should be assessed for known tumor makers, and receive gastroscopy, enteroscopy or capsule endoscopy. Doctors should obtain the pathology under endoscopy to the greatest possible degree. For suspected patients, laparotomy should be performed.


Assuntos
Adenocarcinoma/diagnóstico por imagem , Neoplasias do Jejuno/diagnóstico por imagem , Neoplasias Primárias Múltiplas/diagnóstico por imagem , Adenocarcinoma/complicações , Adenocarcinoma/secundário , Idoso , Erros de Diagnóstico , Evolução Fatal , Humanos , Neoplasias do Jejuno/complicações , Neoplasias do Jejuno/patologia , Masculino , Melena/etiologia , Neoplasias Primárias Múltiplas/complicações , Neoplasias Primárias Múltiplas/patologia , Tomografia Computadorizada por Raios X , Tuberculose Gastrointestinal/diagnóstico por imagem , Tuberculose Pulmonar/complicações
18.
BMC Infect Dis ; 20(1): 255, 2020 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-32228479

RESUMO

BACKGROUND: Gastrointestinal tuberculosis (TB) is diagnostically challenging; therefore, many cases are treated presumptively. We aimed to describe features and outcomes of gastrointestinal TB, determine whether a clinical algorithm could distinguish TB from non-TB diagnoses, and calculate accuracy of diagnostic tests. METHODS: We conducted a prospective cohort study of hospitalized patients in Kota Kinabalu, Malaysia, with suspected gastrointestinal TB. We recorded clinical and laboratory characteristics and outcomes. Tissue samples were submitted for histology, microscopy, culture and GeneXpert MTB/RIF®. Patients were followed for up to 2 years. RESULTS: Among 88 patients with suspected gastrointestinal TB, 69 were included in analyses; 52 (75%) had a final diagnosis of gastrointestinal TB; 17 had a non-TB diagnosis. People with TB were younger (42.7 versus 61.5 years, p = 0.01) and more likely to have weight loss (91% versus 64%, p = 0.03). An algorithm using age < 44, weight loss, cough, fever, no vomiting, albumin > 26 g/L, platelets > 340 × 109/L and immunocompromise had good specificity (96.2%) in predicting TB, but very poor sensitivity (16.0%). GeneXpert® performed very well on gastrointestinal biopsies (sensitivity 95.7% versus 35.0% for culture against a gold standard composite case definition of confirmed TB). Most patients (79%) successfully completed treatment and no treatment failure occurred, however adverse events (21%) and mortality (13%) among TB cases were high. We found no evidence that 6 months of treatment was inferior to longer courses. CONCLUSIONS: The prospective design provides important insights for clinicians managing gastrointestinal TB. We recommend wider implementation of high-performing diagnostic tests such as GeneXpert® on extra-pulmonary samples.


Assuntos
Tuberculose Gastrointestinal/diagnóstico , Adolescente , Adulto , Distribuição por Idade , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Estudos de Coortes , Diagnóstico por Computador , Testes Diagnósticos de Rotina , Feminino , Humanos , Malásia , Masculino , Microscopia , Pessoa de Meia-Idade , Mycobacterium tuberculosis/isolamento & purificação , Estudos Prospectivos , Sensibilidade e Especificidade , Tuberculose Gastrointestinal/tratamento farmacológico , Tuberculose Gastrointestinal/microbiologia , Tuberculose Gastrointestinal/patologia
19.
BMC Med Inform Decis Mak ; 20(1): 248, 2020 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-32993636

RESUMO

BACKGROUND: Differentiating between ulcerative colitis (UC), Crohn's disease (CD) and intestinal tuberculosis (ITB) using endoscopy is challenging. We aimed to realize automatic differential diagnosis among these diseases through machine learning algorithms. METHODS: A total of 6399 consecutive patients (5128 UC, 875 CD and 396 ITB) who had undergone colonoscopy examinations in the Peking Union Medical College Hospital from January 2008 to November 2018 were enrolled. The input was the description of the endoscopic image in the form of free text. Word segmentation and key word filtering were conducted as data preprocessing. Random forest (RF) and convolutional neural network (CNN) approaches were applied to different disease entities. Three two-class classifiers (UC and CD, UC and ITB, and CD and ITB) and a three-class classifier (UC, CD and ITB) were built. RESULTS: The classifiers built in this research performed well, and the CNN had better performance in general. The RF sensitivities/specificities of UC-CD, UC-ITB, and CD-ITB were 0.89/0.84, 0.83/0.82, and 0.72/0.77, respectively, while the values for the CNN of CD-ITB were 0.90/0.77. The precisions/recalls of UC-CD-ITB when employing RF were 0.97/0.97, 0.65/0.53, and 0.68/0.76, respectively, and when employing the CNN were 0.99/0.97, 0.87/0.83, and 0.52/0.81, respectively. CONCLUSIONS: Classifiers built by RF and CNN approaches had excellent performance when classifying UC with CD or ITB. For the differentiation of CD and ITB, high specificity and sensitivity were achieved as well. Artificial intelligence through machine learning is very promising in helping unexperienced endoscopists differentiate inflammatory intestinal diseases. CONFERENCE: The abstract of this article has won the first prize of the Young Investigator Award during the Asian Pacific Digestive Week (APDW) 2019 held in Kolkata, India.


Assuntos
Inteligência Artificial , Doenças Inflamatórias Intestinais/diagnóstico , Processamento de Linguagem Natural , Redes Neurais de Computação , Tuberculose Gastrointestinal/diagnóstico , China , Diagnóstico Diferencial , Humanos , Índia , Modelos Teóricos , Valor Preditivo dos Testes
20.
New Microbiol ; 43(3): 139-143, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32656568

RESUMO

Inflammatory Bowel Diseases (IBD) and intestinal tuberculosis (ITB) frequently share similar clinical, radiological, endoscopic and histologic features. The misdiagnosis of IBD can lead to worsening of ITB course, eventually with dissemination of Mycobacterium tuberculosis (MTB) due to immunosuppressive treatment. We herein report a challenging diagnosis of ITB, progressed from localized to disseminated, in a pregnant woman previously misdiagnosed with Crohn' disease (CD) on prolonged steroid treatment. Furthermore, we focus on three main issues: 1) the need for tuberculosis (TB) screening in pregnant women and in patients coming from TB endemic countries; 2) the effect of prolonged steroid treatment in misdiagnosed TB, particularly on its histological pattern; 3) the optimum clinical management of ITB.


Assuntos
Doença de Crohn , Mycobacterium tuberculosis , Tuberculose Gastrointestinal , Doença de Crohn/diagnóstico , Doença de Crohn/tratamento farmacológico , Diagnóstico Diferencial , Erros de Diagnóstico , Feminino , Humanos , Gravidez , Tuberculose Gastrointestinal/diagnóstico , Tuberculose Gastrointestinal/tratamento farmacológico
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