Publications by authors named "Daniele Noviello"

In this review, a comprehensive overview of the current state of artificial intelligence (AI) research in Inflammatory Bowel Disease (IBD) diagnostics in the domains of endoscopy, radiology and histology is presented. Moreover, key considerations for development of AI algorithms in medical image analysis are discussed. AI presents a potential breakthrough in real-time, objective and rapid endoscopic assessment, with implications for predicting disease progression.

View Article and Find Full Text PDF

Background And Aims: Artificial intelligence (AI) is increasingly being applied in various fields of medicine, including Inflammatory Bowel Diseases (IBD). This systematic review, conducted as part of the ECCO 9th Scientific Workshop on AI in IBD, explores AI applications in multiomic precision medicine, large language models (LLMs) for textual tasks and utilisation of wearable and remote care technologies.

Methods: A comprehensive systematic analysis of the literature was undertaken, emphasising three topics: multiomic predictive models in IBD; natural language processing (NLP) and LLMs for clinical practice, research and patient communication; and the role of remote monitoring and wearable devices.

View Article and Find Full Text PDF

With the rapid growth of artificial intelligence (AI) applications in the field of inflammatory bowel disease (IBD), an increasing number of regulatory and methodological considerations have become apparent. Currently, there remains much uncertainty and limited experience in the field of IBD regarding some of the regulatory and methodological pitfalls to be considered when developing and deploying AI applications for positive clinical and health system impact. Accordingly, an expert panel was convened by the European Crohn's and Colitis Organisation (ECCO) to review the published literature and provide an overview of key regulatory aspects for the application of AI in IBD.

View Article and Find Full Text PDF

In this narrative review we present the current status of developments in artificial intelligence in the filed of IBD surgery. We lay down the foundations for how IBD surgery may utilise the potential opportunities in utilizing the rapid advances in AI technology as it used in other surgical disciplines. The main areas of potential utility are in the areas of surgical training, risk prediction in the pre, intra and post operative period in IBD patients undergoing surgery and in IBD surgical research.

View Article and Find Full Text PDF

Chronic intestinal inflammation in inflammatory bowel diseases (IBD) reflects the interplay of genetic predisposition, immune dysregulation, microbial imbalance, and epithelial barrier defects. Current therapies for IBD primarily focus on controlling inflammation necessitating lifelong treatment and face a 'therapeutic ceiling' due to primary and secondary loss of efficacy over time. Immune-mediated approaches do not address additional pathogenic mechanisms, such as impairment of epithelial barrier and gut microbial ecology.

View Article and Find Full Text PDF

Background And Aims: Inflammatory bowel disease (IBD) patients with Clostridioides difficile infection (CDI) are at increased risk of adverse outcomes. Data on fidaxomicin use in IBD remain scarce. We assessed the effectiveness and safety of fidaxomicin for CDI and its impact on IBD outcomes in a large international cohort.

View Article and Find Full Text PDF
Article Synopsis
  • A study compared the effectiveness of tofacitinib and ustekinumab as third-line treatments for patients with moderate to severe ulcerative colitis (UC) who did not respond to earlier therapies (anti-TNF and vedolizumab).
  • Out of 117 patients followed for about 11.6 months, 54% experienced disease progression, with ustekinumab being associated with a higher risk of progression compared to tofacitinib.
  • While tofacitinib showed better results in preventing disease progression, no major differences were noted in secondary outcomes or adverse events, highlighting the need for more extensive clinical trials to validate these findings.
View Article and Find Full Text PDF

Introduction: Patients with ulcerative colitis (UC) receiving immunosuppressive drugs are at substantial risk of colectomy. We aimed to assess the risk of postoperative complications of tofacitinib exposure before colectomy in comparison with biologics.

Methods: A multicenter, retrospective, observational study was conducted in patients with UC who underwent total colectomy for medically refractory disease, exposed to tofacitinib or a biologic before surgery.

View Article and Find Full Text PDF

Background: The vaccination status of patients with inflammatory bowel disease (IBD) should be investigated before starting any treatment, and patients should eventually be vaccinated against vaccine-preventable diseases (VPDs). Patients with IBD may have suboptimal vaccination rates. The aim of this study was to evaluate the vaccination coverage, attitude towards vaccinations, and determinants among an Italian cohort of patients with IBD.

View Article and Find Full Text PDF

Background And Aims: Digestive endoscopy is a resource-intensive activity with a conspicuous carbon footprint and an estimated rate of inappropriateness. However, the carbon costs of inappropriate endoscopic procedures still remain obscure. Here we evaluated the environmental impact of inappropriate endoscopic examinations.

View Article and Find Full Text PDF

Background And Aims: Endoscopic activity is associated with an increased risk of surgery in patients with ulcerative colitis [UC]. Transmural activity, as defined by Milan Ultrasound Criteria [MUC] > 6.2, reliably detects endoscopic activity in patients with UC.

View Article and Find Full Text PDF

Bowel-associated arthritis-dermatosis syndrome (BADAS) is a rare neutrophilic dermatosis that was first described in 1971 in patients who underwent bypass surgery for obesity. Over the years, the number of reported cases associated with medical gastroenterological conditions, particularly inflammatory bowel disease (IBD), has progressively increased. To date, there are no systematic reviews in the literature on BADAS.

View Article and Find Full Text PDF
Article Synopsis
  • IFNγ-producing ex-Th17 cells, referred to as Th1/17, are significant in causing experimental colitis and are prevalent in the intestines of patients with Crohn's disease (CD).
  • A novel subset of Th17 cells, known as CCR5+ Th17 (pTh17), was identified in human intestines, co-expressing T-bet and RORC/γt, and was found to be linked to intestinal inflammation in CD, particularly responsive to the bacteria Escherichia coli associated with CD.
  • Successful treatments, like anti-TNF therapy and anti-IL-23 therapy, reduced pTh17 cell levels, highlighting their role as pro-inflammatory and potentially pathogenic in the context
View Article and Find Full Text PDF

iNKT cells account for a relevant fraction of effector T-cells in the intestine and are considered an attractive platform for cancer immunotherapy. Although iNKT cells are cytotoxic lymphocytes, their functional role in colorectal cancer (CRC) is still controversial, limiting their therapeutic use. Thus, we examined the immune cell composition and iNKT cell phenotype of CRC lesions in patients (n = 118) and different murine models.

View Article and Find Full Text PDF

Objectives: Ulcerative colitis (UC) is a chronic inflammatory disorder of unknown aetiology. Gut virome dysbiosis is fundamental in UC progression, although its role in the early phases of the disease is far from fully understood. Therefore, we sought to investigate the role of a virome-associated protein encoded by the genus, the hepatitis B virus X protein (HBx), in UC aetiopathogenesis.

View Article and Find Full Text PDF

Background: Inflammatory bowel disease (IBD) care and education might differ around Europe. Therefore, we conducted this European Variation In IBD PracticE suRvey (VIPER) to investigate potential differences between countries.

Methods: This trainee-initiated survey, run through SurveyMonkey®, consisted of 47 questions inquiring basic demographics, IBD training, and clinical care.

View Article and Find Full Text PDF

Intestinal fibrosis, which is usually the consequence of chronic inflammation, is a common complication of inflammatory bowel disease (IBD), including Crohn's disease and ulcerative colitis. In the past few years, substantial advances have been made in the areas of pathogenesis, diagnosis and management of intestinal fibrosis. Of particular interest have been inflammation-independent mechanisms behind the gut fibrotic process, genetic and environmental risk factors (such as the role of the microbiota), and the generation of new in vitro and in vivo systems to study fibrogenesis in the gut.

View Article and Find Full Text PDF
Article Synopsis
  • * Recent reviews of clinical trials highlight both potential benefits and limitations of targeting the IL23/IL17 axis as a treatment for UC, particularly focusing on the effectiveness of targeting IL23 p40 with Ustekinumab.
  • * While Ustekinumab has shown promise in achieving clinical remission and improving quality of life, studies exploring other IL23 targets are ongoing, while no current research is examining direct IL17 pathway interventions in UC.
View Article and Find Full Text PDF

Background: Gastrointestinal infections represent a risk factor for functional gastrointestinal and somatoform extraintestinal disorders. We investigated the prevalence and relative risk (RR) of gastrointestinal and somatoform symptoms 5 months after SARS-CoV-2 infection compared with a control cohort.

Methods: One hundred and sixty-four SARS-CoV-2 infected patients and 183 controls responded to an online questionnaire about symptoms and signs during the acute phase of the infection and after 4.

View Article and Find Full Text PDF

Since the beginning of the coronavirus disease 2019 (COVID-19) pandemic, telemedicine has been supporting many patients with chronic diseases worldwide. However, data on celiac disease (CeD) nutritional and gastroenterological remote monitoring are scanty. The aims of our study were to verify patients' trust in telemedicine and to evaluate the feasibility of telemedicine in nutritional monitoring.

View Article and Find Full Text PDF

Background And Aims: A similar course of COVID-19 in patients with inflammatory bowel diseases [IBD] and in the general population has been reported. However, disease prevalence in IBD patients is presently unknown. In this prospective observational study, we aimed at determining SARS-CoV2 infection prevalence in IBD patients treated with biologic therapy.

View Article and Find Full Text PDF