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Hurtado-Lorenzo A, Swantek JL. The landscape of new therapeutic opportunities for IBD. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2024; 101:1-83. [PMID: 39521596 DOI: 10.1016/bs.apha.2024.10.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
This chapter presents an overview of the emerging strategies to address the unmet needs in the management of inflammatory bowel diseases (IBD). IBD poses significant challenges, as over half of patients experience disease progression despite interventions, leading to irreversible complications, and a substantial proportion do not respond to existing therapies, such as biologics. To overcome these limitations, we describe a diverse array of novel therapeutic approaches. In the area of immune homeostasis restoration, the focus is on targeting cytokine networks, leukocyte trafficking, novel immune pathways, and cell therapies involving regulatory T cells and mesenchymal stem cells (MSC). Recognizing the critical role of impaired intestinal barrier integrity in IBD, we highlight therapies aimed at restoring barrier function and promoting mucosal healing, such as those targeting cell proliferation, tight junctions, and lipid mediators. Addressing the challenges posed by fibrosis and fistulas, we describe emerging targets for reversing fibrosis like kinase and cytokine inhibitors and nuclear receptor agonists, as well as the potential of MSC for fistulas. The restoration of a healthy gut microbiome, through strategies like fecal microbiota transplantation, rationally defined bacterial consortia, and targeted antimicrobials, is also highlighted. We also describe innovative approaches to gut-targeted drug delivery to enhance efficacy and minimize side effects. Reinforcing these advancements is the critical role of precision medicine, which emphasizes the use of multiomics analysis for the discovery of biomarkers to enable personalized IBD care. Overall, the emerging landscape of therapeutic opportunities for IBD holds great potential to surpass the therapeutic ceiling of current treatments.
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Affiliation(s)
- Andrés Hurtado-Lorenzo
- Translational Research & IBD Ventures, Research Department, Crohn's & Colitis Foundation, New York, NY, United States.
| | - Jennifer L Swantek
- Translational Research & IBD Ventures, Research Department, Crohn's & Colitis Foundation, New York, NY, United States
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Baronetto A, Graf L, Fischer S, Neurath MF, Amft O. Multiscale Bowel Sound Event Spotting in Highly Imbalanced Wearable Monitoring Data: Algorithm Development and Validation Study. JMIR AI 2024; 3:e51118. [PMID: 38985504 PMCID: PMC11269970 DOI: 10.2196/51118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 03/29/2024] [Accepted: 04/24/2024] [Indexed: 07/11/2024]
Abstract
BACKGROUND Abdominal auscultation (i.e., listening to bowel sounds (BSs)) can be used to analyze digestion. An automated retrieval of BS would be beneficial to assess gastrointestinal disorders noninvasively. OBJECTIVE This study aims to develop a multiscale spotting model to detect BSs in continuous audio data from a wearable monitoring system. METHODS We designed a spotting model based on the Efficient-U-Net (EffUNet) architecture to analyze 10-second audio segments at a time and spot BSs with a temporal resolution of 25 ms. Evaluation data were collected across different digestive phases from 18 healthy participants and 9 patients with inflammatory bowel disease (IBD). Audio data were recorded in a daytime setting with a smart T-Shirt that embeds digital microphones. The data set was annotated by independent raters with substantial agreement (Cohen κ between 0.70 and 0.75), resulting in 136 hours of labeled data. In total, 11,482 BSs were analyzed, with a BS duration ranging between 18 ms and 6.3 seconds. The share of BSs in the data set (BS ratio) was 0.0089. We analyzed the performance depending on noise level, BS duration, and BS event rate. We also report spotting timing errors. RESULTS Leave-one-participant-out cross-validation of BS event spotting yielded a median F1-score of 0.73 for both healthy volunteers and patients with IBD. EffUNet detected BSs under different noise conditions with 0.73 recall and 0.72 precision. In particular, for a signal-to-noise ratio over 4 dB, more than 83% of BSs were recognized, with precision of 0.77 or more. EffUNet recall dropped below 0.60 for BS duration of 1.5 seconds or less. At a BS ratio greater than 0.05, the precision of our model was over 0.83. For both healthy participants and patients with IBD, insertion and deletion timing errors were the largest, with a total of 15.54 minutes of insertion errors and 13.08 minutes of deletion errors over the total audio data set. On our data set, EffUNet outperformed existing BS spotting models that provide similar temporal resolution. CONCLUSIONS The EffUNet spotter is robust against background noise and can retrieve BSs with varying duration. EffUNet outperforms previous BS detection approaches in unmodified audio data, containing highly sparse BS events.
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Affiliation(s)
- Annalisa Baronetto
- Hahn-Schickard, Freiburg, Germany
- Intelligent Embedded Systems Lab, University of Freiburg, Freiburg, Germany
| | - Luisa Graf
- Chair of Digital Health, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Sarah Fischer
- Medical Clinic 1, University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
| | - Markus F Neurath
- Medical Clinic 1, University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
- Deutsches Zentrum Immuntherapie, Erlangen, Germany
| | - Oliver Amft
- Hahn-Schickard, Freiburg, Germany
- Intelligent Embedded Systems Lab, University of Freiburg, Freiburg, Germany
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Syed AH, Abujabal HAS, Ahmad S, Malebary SJ, Alromema N. Advances in Inflammatory Bowel Disease Diagnostics: Machine Learning and Genomic Profiling Reveal Key Biomarkers for Early Detection. Diagnostics (Basel) 2024; 14:1182. [PMID: 38893707 PMCID: PMC11172026 DOI: 10.3390/diagnostics14111182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/25/2024] [Accepted: 06/01/2024] [Indexed: 06/21/2024] Open
Abstract
This study, utilizing high-throughput technologies and Machine Learning (ML), has identified gene biomarkers and molecular signatures in Inflammatory Bowel Disease (IBD). We could identify significant upregulated or downregulated genes in IBD patients by comparing gene expression levels in colonic specimens from 172 IBD patients and 22 healthy individuals using the GSE75214 microarray dataset. Our ML techniques and feature selection methods revealed six Differentially Expressed Gene (DEG) biomarkers (VWF, IL1RL1, DENND2B, MMP14, NAAA, and PANK1) with strong diagnostic potential for IBD. The Random Forest (RF) model demonstrated exceptional performance, with accuracy, F1-score, and AUC values exceeding 0.98. Our findings were rigorously validated with independent datasets (GSE36807 and GSE10616), further bolstering their credibility and showing favorable performance metrics (accuracy: 0.841, F1-score: 0.734, AUC: 0.887). Our functional annotation and pathway enrichment analysis provided insights into crucial pathways associated with these dysregulated genes. DENND2B and PANK1 were identified as novel IBD biomarkers, advancing our understanding of the disease. The validation in independent cohorts enhances the reliability of these findings and underscores their potential for early detection and personalized treatment of IBD. Further exploration of these genes is necessary to fully comprehend their roles in IBD pathogenesis and develop improved diagnostic tools and therapies. This study significantly contributes to IBD research with valuable insights, potentially greatly enhancing patient care.
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Affiliation(s)
- Asif Hassan Syed
- Department of Computer Science, Faculty of Computing and Information Technology-Rabigh, King Abdulaziz University, Jeddah 22254, Saudi Arabia;
| | - Hamza Ali S. Abujabal
- Department of Mathematics, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia;
| | - Shakeel Ahmad
- Department of Computer Science, Faculty of Computing and Information Technology-Rabigh, King Abdulaziz University, Jeddah 22254, Saudi Arabia;
| | - Sharaf J. Malebary
- Department of Information Technology, Faculty of Computing and Information Technology-Rabigh, King Abdulaziz University, P.O. Box 344, Rabigh 21911, Saudi Arabia;
| | - Nashwan Alromema
- Department of Computer Science, Faculty of Computing and Information Technology-Rabigh, King Abdulaziz University, P.O. Box 344, Rabigh 21911, Saudi Arabia;
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Malaker SA. Glycoproteomics: Charting new territory in mass spectrometry and glycobiology. JOURNAL OF MASS SPECTROMETRY : JMS 2024; 59:e5034. [PMID: 38726698 DOI: 10.1002/jms.5034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 04/01/2024] [Accepted: 04/04/2024] [Indexed: 05/24/2024]
Abstract
Glycosylation is an incredibly common and diverse post-translational modification that contributes widely to cellular health and disease. Mass spectrometry is the premier technique to study glycoproteins; however, glycoproteomics has lagged behind traditional proteomics due to the challenges associated with studying glycosylation. For instance, glycans dissociate by collision-based fragmentation, thus necessitating electron-based fragmentation for site-localization. The vast glycan heterogeneity leads to lower overall abundance of each glycopeptide, and often, ion suppression is observed. One of the biggest issues facing glycoproteomics is the lack of reliable software for analysis, which necessitates manual validation and serves as a massive bottleneck in data processing. Here, I will discuss each of these challenges and some ways in which the field is attempting to address them, along with perspectives on how I believe we should move forward.
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Affiliation(s)
- Stacy A Malaker
- Department of Chemistry, Yale University, New Haven, Connecticut, USA
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Prasad S, Cross RK, Monroe MB, Dolinger MT, Motte R, Hong S, Stidham RW, Kumar N, Levine D, Larijani A, Simone A, Chachu KA, Wyborski R, Heller CA, Moss AC, Schwerbrock NMJ, Selaru FM. Challenges in IBD Research 2024: Novel Technologies. Inflamm Bowel Dis 2024; 30:S30-S38. [PMID: 38778625 DOI: 10.1093/ibd/izae082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Indexed: 05/25/2024]
Abstract
Novel technology is one of the five focus areas of the Challenges in Inflammatory Bowel Disease (IBD) Research 2024 document. Building off the Challenges in IBD Research 2019 document, the Foundation aims to provide a comprehensive overview of current gaps in IBD research and deliver actionable approaches to address them with a focus on how these gaps can lead to advancements in interception, remission, and restoration for these diseases. The document is the result of a multidisciplinary collaboration from scientists, clinicians, patients, and funders and represents a valuable resource for patient-centric research prioritization. Specifically, the Novel Technologies section focuses on addressing key research gaps to enable interception and improve remission rates in IBD. This includes testing predictions of disease onset and progression, developing novel technologies tailored to specific phenotypes, and facilitating collaborative translation of science into diagnostics, devices, and therapeutics. Proposed priority actions outlined in the document include real-time measurement of biological changes preceding disease onset, more effective quantification of fibrosis, exploration of technologies for local treatment of fistulas, and the development of drug delivery platforms for precise, location-restricted therapies. Additionally, there is a strong emphasis on fostering collaboration between various stakeholders to accelerate progress in IBD research and treatment. Addressing these research gaps necessitates the exploration and implementation of bio-engineered novel technologies spanning a spectrum from materials to systems. By harnessing innovative ideas and technologies, there's a collective effort to enhance patient care and outcomes for individuals affected by IBD.
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Affiliation(s)
- Shalini Prasad
- Department of Bioengineering, The University of Texas at Dallas, Richardson, TX, USA
| | - Raymond K Cross
- Director of the Inflammatory Bowel Disease Program, University of Maryland School of Medicine, Maryland, MD, USA
| | - Mary Beth Monroe
- Department of Biomedical and Chemical Engineering BioInspired Syracuse: Institute for Material and Living Systems, Syracuse University, Syracuse, NY, USA
| | - Michael T Dolinger
- Icahn School of Medicine at Mount Sinai, Division of Pediatric Gastroenterology, New York, NY, USA
| | - Rachel Motte
- TISSIUM, 74 Rue du Faubourg Saint-Antoine, Paris, France
| | - Sungmo Hong
- Department of Bioengineering, The University of Texas at Dallas, Richardson, TX, USA
| | - Ryan W Stidham
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Narendra Kumar
- Department of Pharmaceutical Science, ILR-College of Pharmacy, Texas A&M University, TX, USA
| | - Deborah Levine
- Department of Bioengineering, The University of Texas at Dallas, Richardson, TX, USA
| | - Anthony Larijani
- Department of Bioengineering, The University of Texas at Dallas, Richardson, TX, USA
| | - Ashley Simone
- Department of Bioengineering, The University of Texas at Dallas, Richardson, TX, USA
| | - Karen A Chachu
- Department of Medicine, Division of Gastroenterology, Duke University School of Medicine, Durham, NC, USA
| | | | - Caren A Heller
- Members of the Crohn's & Colitis Foundation, New York, NY, USA
| | - Alan C Moss
- Members of the Crohn's & Colitis Foundation, New York, NY, USA
| | | | - Florin M Selaru
- Division of Gastroenterology, Oncology and Biomedical Engineering, Institute for Nanobiotechnology, Johns Hopkins University, Baltimore, MD, USA
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Ciorba MA, Konnikova L, Hirota SA, Lucchetta EM, Turner JR, Slavin A, Johnson K, Condray CD, Hong S, Cressall BK, Pizarro TT, Hurtado-Lorenzo A, Heller CA, Moss AC, Swantek JL, Garrett WS. Challenges in IBD Research 2024: Preclinical Human IBD Mechanisms. Inflamm Bowel Dis 2024; 30:S5-S18. [PMID: 38778627 PMCID: PMC11491665 DOI: 10.1093/ibd/izae081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Indexed: 05/25/2024]
Abstract
Preclinical human inflammatory bowel disease (IBD) mechanisms is one of 5 focus areas of the Challenges in IBD Research 2024 document, which also includes environmental triggers, novel technologies, precision medicine, and pragmatic clinical research. Herein, we provide a comprehensive overview of current gaps in inflammatory bowel diseases research that relate to preclinical research and deliver actionable approaches to address them with a focus on how these gaps can lead to advancements in IBD interception, remission, and restoration. The document is the result of multidisciplinary input from scientists, clinicians, patients, and funders and represents a valuable resource for patient-centric research prioritization. This preclinical human IBD mechanisms section identifies major research gaps whose investigation will elucidate pathways and mechanisms that can be targeted to address unmet medical needs in IBD. Research gaps were identified in the following areas: genetics, risk alleles, and epigenetics; the microbiome; cell states and interactions; barrier function; IBD complications (specifically fibrosis and stricturing); and extraintestinal manifestations. To address these gaps, we share specific opportunities for investigation for basic and translational scientists and identify priority actions.
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Affiliation(s)
- Matthew A Ciorba
- Inflammatory Bowel Diseases Center, Division of Gastroenterology, Washington University in St. Louis, Saint Louis, MO, USA
| | - Liza Konnikova
- Departments of Pediatrics, Immunobiology, and Obstetric, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
| | - Simon A Hirota
- Snyder Institute for Chronic Diseases, Dept. of Physiology and Pharmacology, University of Calgary, Calgary, Alberta, Canada
| | - Elena M Lucchetta
- The Leona M. and Harry B. Helmsley Charitable Trust, New York, NY, USA
| | - Jerrold R Turner
- Departments of Pathology and Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | - Cass D Condray
- Patient Representative for the Crohn’s & Colitis Foundation, New York, NY, USA
| | - Sungmo Hong
- Patient Representative for the Crohn’s & Colitis Foundation, New York, NY, USA
| | - Brandon K Cressall
- Patient Representative for the Crohn’s & Colitis Foundation, New York, NY, USA
| | - Theresa T Pizarro
- Department of Pathology, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | | | - Caren A Heller
- Research Department, Crohn’s & Colitis Foundation, New York, NY, USA
| | - Alan C Moss
- Research Department, Crohn’s & Colitis Foundation, New York, NY, USA
| | | | - Wendy S Garrett
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- The Harvard T. H. Chan Microbiome in Public Health Center, Boston, MA, USA
- Kymera Therapeutics, Watertown, MA, USA
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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Wirthgen E, Weber F, Kubickova-Weber L, Schiller B, Schiller S, Radke M, Däbritz J. Identifying predictors of clinical outcomes using the projection-predictive feature selection-a proof of concept on the example of Crohn's disease. Front Pediatr 2023; 11:1170563. [PMID: 37576142 PMCID: PMC10420065 DOI: 10.3389/fped.2023.1170563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 07/11/2023] [Indexed: 08/15/2023] Open
Abstract
Objectives Several clinical disease activity indices (DAIs) have been developed to noninvasively assess mucosal healing in pediatric Crohn's disease (CD). However, their clinical application can be complex. Therefore, we present a new way to identify the most informative biomarkers for mucosal inflammation from current markers in use and, based on this, how to obtain an easy-to-use DAI for clinical practice. A further aim of our proof-of-concept study is to demonstrate how the performance of such a new DAI can be compared to that of existing DAIs. Methods The data of two independent study cohorts, with 167 visits from 109 children and adolescents with CD, were evaluated retrospectively. A variable selection based on a Bayesian ordinal regression model was applied to select clinical or standard laboratory parameters as predictors, using an endoscopic outcome. The predictive performance of the resulting model was compared to that of existing pediatric DAIs. Results With our proof-of-concept dataset, the resulting model included C-reactive protein (CRP) and fecal calprotectin (FC) as predictors. In general, our model performed better than the existing DAIs. To show how our Bayesian approach can be applied in practice, we developed a web application for predicting disease activity for a new CD patient or visit. Conclusions Our work serves as a proof-of-concept, showing that the statistical methods used here can identify biomarkers relevant for the prediction of a clinical outcome. In our case, a small number of biomarkers is sufficient, which, together with the web interface, facilitates the clinical application. However, the retrospective nature of our study, the rather small amount of data, and the lack of an external validation cohort do not allow us to consider our results as the establishment of a novel DAI for pediatric CD. This needs to be done with the help of a prospective study with more data and an external validation cohort in the future.
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Affiliation(s)
- Elisa Wirthgen
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
| | - Frank Weber
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | | | - Benjamin Schiller
- Department of Pediatrics, Pediatric Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Sarah Schiller
- Department of Pediatrics, Pediatric Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Michael Radke
- Department of Pediatrics, Pediatric Gastroenterology, Rostock University Medical Center, Rostock, Germany
| | - Jan Däbritz
- Department of Pediatrics, Rostock University Medical Center, Rostock, Germany
- Department of Pediatrics, Pediatric Gastroenterology, Rostock University Medical Center, Rostock, Germany
- Department of Pediatrics, Greifswald University Medical Center, Greifswald, Germany
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Loftus EV, Vermeire S, Feagan BG, Le Brun FO, Oortwijn A, Moerch U, Sandborn WJ, Hibi T. Corticosteroid-Sparing Effects of Filgotinib in Moderately to Severely Active Ulcerative Colitis: Data from the Phase 2b/3 SELECTION Study. J Crohns Colitis 2023; 17:211-220. [PMID: 36006011 PMCID: PMC10024544 DOI: 10.1093/ecco-jcc/jjac122] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Corticosteroid-free remission is an important treatment goal for patients with ulcerative colitis [UC]. The corticosteroid-sparing effects of filgotinib, an oral, Janus kinase 1 preferential inhibitor, were assessed in SELECTION, a placebo-controlled, phase 2b/3 trial in moderately to severely active UC. METHODS These post hoc analyses assessed 1-, 3-, 6-, and 8-month rates of corticosteroid-free clinical remission at Week 58 and change in median daily prednisone-equivalent dose over time. A matching-adjusted indirect comparison [MAIC] of maintenance studies assessed corticosteroid-free remission with filgotinib 200 mg, intravenous vedolizumab, subcutaneous vedolizumab, and oral tofacitinib. RESULTS The Maintenance Study full analysis set included 199 patients receiving filgotinib 200 mg and 98 receiving placebo. Among patients receiving corticosteroids at Maintenance Study baseline, at Week 58, 30.4%, 29.3%, 27.2%, and 21.7% receiving filgotinib had been in corticosteroid-free remission for ≥1, ≥3, ≥6, or ≥8 months, respectively, versus 6.4% receiving placebo across thresholds [p <0.05]. Median daily prednisone-equivalent dose decreased from 17.5 mg/day to 10.0 mg/day with filgotinib treatment during the Maintenance Study. Based upon the MAIC, filgotinib was associated with greater likelihood of corticosteroid-free clinical remission versus intravenous vedolizumab (odds ratio [OR], 15.2; 95% confidence interval [CI], 1.6-139.9; p <0.05]) and similar odds to subcutaneous vedolizumab [OR, 3.8; CI, 0.2-63.8; p = 0.36] in biologic-naïve patients, and similar odds to tofacitinib overall [OR, 2.0; 0.4-9.1; p = 0.39]. CONCLUSIONS Filgotinib 200 mg demonstrated corticosteroid-sparing effects and maintained corticosteroid-free clinical remission in patients with UC. MAIC results should be interpreted cautiously given the large CIs and differences in study design and patient populations. [ClinicalTrials.gov: NCT02914522].
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Affiliation(s)
- Edward V Loftus
- Corresponding author: Edward V. Loftus Jr, Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First Street SW, Rochester MN 55905, USA. Tel.: +1-507-266-0873; Fax: 1-507-284-0538;
| | - Séverine Vermeire
- Department of Gastroenterology & Hepatology, University Hospitals Leuven and KU Leuven University, Leuven, Belgium
| | - Brian G Feagan
- Department of Medicine, Epidemiology and Biostatistics, Western University, London, ON, Canada
| | | | | | - Ulrik Moerch
- Global Medical Affairs, Inflammation, Gilead Sciences, Inc., Copenhagen, Denmark
| | - William J Sandborn
- Division of Gastroenterology, University of California San Diego, La Jolla, CA, USA
| | - Toshifumi Hibi
- Center for Advanced IBD Research and Treatment, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
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Caron B, D'Amico F, Danese S, Peyrin-Biroulet L. Cluster Randomized Trials: Lessons for Inflammatory Bowel Disease Trials. J Crohns Colitis 2022; 16:312-318. [PMID: 34389850 DOI: 10.1093/ecco-jcc/jjab149] [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] [Indexed: 01/09/2023]
Abstract
Randomized clinical trials are the gold standard for the development of new drugs. Clinical trials have become increasingly complex, in particular in the field of inflammatory bowel diseases. For this reason, a new study design called 'cluster randomized trial' has been introduced. Cluster randomized trials randomly assign groups of individuals within a population of interest, such as people in a particular research site, clinic or hospital, and measure the effects of an intervention at the individual level. In contrast to individual randomization, cluster randomization permits the evaluation of a cluster-level intervention, may be logistically simpler and less expensive than a conventional randomized trial, and can help reduce the effect of treatment contamination. An important aspect requiring particular attention in cluster randomized trials is the risk for imbalance of covariates at baseline which decreases the statistical power and precision of the results, and reduces face validity and credibility of the trial results. A variety of restricted randomization methods have been proposed to minimize risk of imbalance. Our aim here is to clarify the advantages and drawbacks of cluster randomized trials in order to properly interpret study results and to identify their role in upcoming inflammatory bowel disease trials.
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Affiliation(s)
- Bénédicte Caron
- Department of Gastroenterology and Inserm NGERE U1256, Nancy University Hospital, University of Lorraine, Vandoeuvre-lès-Nancy, France
| | - Ferdinando D'Amico
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milano, Italy.,Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Ospedale San Raffaele and University Vita-Salute San Raffaele, Milano, Italy
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology and Inserm NGERE U1256, Nancy University Hospital, University of Lorraine, Vandoeuvre-lès-Nancy, France
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Alfonso-Garcia A, Cevallos SA, Lee JY, Li C, Bec J, Bäumler AJ, Marcu L. Assessment of Murine Colon Inflammation Using Intraluminal Fluorescence Lifetime Imaging. Molecules 2022; 27:1317. [PMID: 35209104 PMCID: PMC8875403 DOI: 10.3390/molecules27041317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/11/2022] [Accepted: 02/13/2022] [Indexed: 01/22/2023] Open
Abstract
Inflammatory bowel disease (IBD) is typically diagnosed by exclusion years after its onset. Current diagnostic methods are indirect, destructive, or target overt disease. Screening strategies that can detect low-grade inflammation in the colon would improve patient prognosis and alleviate associated healthcare costs. Here, we test the feasibility of fluorescence lifetime imaging (FLIm) to detect inflammation from thick tissue in a non-destructive and label-free approach based on tissue autofluorescence. A pulse sampling FLIm instrument with 355 nm excitation was coupled to a rotating side-viewing endoscopic probe for high speed (10 mm/s) intraluminal imaging of the entire mucosal surface (50-80 mm) of freshly excised mice colons. Current results demonstrate that tissue autofluorescence lifetime was sensitive to the colon anatomy and the colonocyte layer. Moreover, mice under DSS-induced colitis and 5-ASA treatments showed changes in lifetime values that were qualitatively related to inflammatory markers consistent with alterations in epithelial bioenergetics (switch between β-oxidation and aerobic glycolysis) and physical structure (colon length). This study demonstrates the ability of intraluminal FLIm to image mucosal lifetime changes in response to inflammatory treatments and supports the development of FLIm as an in vivo imaging technique for monitoring the onset, progression, and treatment of inflammatory diseases.
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Affiliation(s)
- Alba Alfonso-Garcia
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Stephanie A. Cevallos
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Jee-Yon Lee
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Cai Li
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Julien Bec
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
| | - Andreas J. Bäumler
- Medical Microbiology and Immunology Department, University of California, Davis, CA 95616, USA; (S.A.C.); (J.-Y.L.); (A.J.B.)
| | - Laura Marcu
- Biomedical Engineering Department, University of California, Davis, CA 95616, USA; (C.L.); (J.B.); (L.M.)
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Honig G, Larkin PB, Heller C, Hurtado-Lorenzo A. Research-Based Product Innovation to Address Critical Unmet Needs of Patients with Inflammatory Bowel Diseases. Inflamm Bowel Dis 2021; 27:S1-S16. [PMID: 34791292 PMCID: PMC8922161 DOI: 10.1093/ibd/izab230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Indexed: 12/09/2022]
Abstract
Despite progress in recent decades, patients with inflammatory bowel diseases face many critical unmet needs, demonstrating the limitations of available treatment options. Addressing these unmet needs will require interventions targeting multiple aspects of inflammatory bowel disease pathology, including disease drivers that are not targeted by available therapies. The vast majority of late-stage investigational therapies also focus primarily on a narrow range of fundamental mechanisms. Thus, there is a pressing need to advance to clinical stage differentiated investigational therapies directly targeting a broader range of key mechanistic drivers of inflammatory bowel diseases. In addition, innovations are critically needed to enable treatments to be tailored to the specific underlying abnormal biological pathways of patients; interventions with improved safety profiles; biomarkers to develop prognostic, predictive, and monitoring tests; novel devices for nonpharmacological approaches such as minimally invasive monitoring; and digital health technologies. To address these needs, the Crohn's & Colitis Foundation launched IBD Ventures, a venture philanthropy-funding mechanism, and IBD Innovate®, an innovative, product-focused scientific conference. This special IBD Innovate® supplement is a collection of articles reflecting the diverse and exciting research and development that is currently ongoing in the inflammatory bowel disease field to deliver innovative and differentiated products addressing critical unmet needs of patients. Here, we highlight the pipeline of new product opportunities currently advancing at the preclinical and early clinical development stages. We categorize and describe novel and differentiated potential product opportunities based on their potential to address the following critical unmet patient needs: (1) biomarkers for prognosis of disease course and prediction/monitoring of treatment response; (2) restoration of eubiosis; (3) restoration of barrier function and mucosal healing; (4) more effective and safer anti-inflammatories; (5) neuromodulatory and behavioral therapies; (6) management of disease complications; and (7) targeted drug delivery.
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Yau YY, Wasinger VC, Hirten RP, Chuang E, Huntsman M, Stylli J, Shimizu J, Yajnik V, Smith J, Lee SN, Singh S, Wahl C, Leong RW, Sands BE. Current Trends in IBD-Development of Mucosal-Based Biomarkers and a Novel Minimally Invasive Recoverable Sampling System. Inflamm Bowel Dis 2021; 27:S17-S24. [PMID: 34791290 PMCID: PMC9214562 DOI: 10.1093/ibd/izab179] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Indexed: 12/16/2022]
Abstract
Despite recent developments in therapy for inflammatory bowel diseases (IBDs), there have been limited advances in diagnostic tools available to aid in disease management. A growing body of evidence suggests that there are important host-microbe interactions at the mucosal interface that modulate the inflammatory response in patients with IBD. Additionally, the importance of mucosal integrity and its disruption appears to be important in the pathophysiology and perpetuation of the disease. The ability to characterize this interface may provide valuable information for both disease monitoring and identification of new treatment targets. Endoscopy remains the primary tool for disease monitoring, and mucosal healing is the primary therapeutic target in IBD treatment. However, establishing mucosal healing requires repetitive endoscopic procedures, and endoscopy is limited by factors such as invasiveness, cost, and risk of adverse events. Moreover, the use of a bowel preparation for colonoscopies alters the mucus layer and thus perturbs evaluation of the host-microbe interaction. Stool sampling may also be inaccurate because it reflects the end state of metabolites and proteins, failing to take into account the degradation or alteration of substrates of interest by bacterial proteases and other enzymes during passage through the colon. A novel sampling capsule, called the Recoverable Sampling System (RSS), is being developed as a complementary tool to colonoscopy. The RSS is intended to be a platform for noninvasive autonomous sampling, preservation, handling, and storage of analytes of interest found in the gastrointestinal fluids. A proprietary preservative contained within the chambers of the capsule has been developed to stabilize DNA and proteins for ex vivo microbiome and metabolomics analyses. Surrogate markers such as SPP24 and GUCA2a have been identified to correlate with gut health, intestinal permeability, and inflammation and could be locally sampled by the RSS. The potential clinical utility of an RSS device is broad and would likely be able to guide therapy by allowing for more frequent disease monitoring, aiding in disease characterization, and facilitating in the identification of novel therapeutic targets.
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Affiliation(s)
| | | | - Robert P Hirten
- Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Emil Chuang
- Address correspondence to: Emil Chuang, MB, BS, Progenity, Inc, San Diego, CA, USA ()
| | | | - Jack Stylli
- Georgetown University, School of Medicine, Washington D.C., USA
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Reischl S, Lee JH, Miltschitzky JRE, Vieregge V, Walter RL, Twardy V, Kasajima A, Friess H, Kamaly N, Neumann PA. Ac2-26-Nanoparticles Induce Resolution of Intestinal Inflammation and Anastomotic Healing via Inhibition of NF-κB Signaling in a Model of Perioperative Colitis. Inflamm Bowel Dis 2021; 27:1379-1393. [PMID: 33512505 DOI: 10.1093/ibd/izab008] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Although in most patients with inflammatory bowel diseases, conservative therapy is successful, a significant proportion of patients still require surgery once in their lifetime. Development of a safe perioperative treatment to dampen colitis activity without disturbance of anastomotic healing is an urgent and unmet medical need. Annexin A1 (ANXA1) has been shown to be effective in reducing colitis activity. Herein, a nanoparticle-based perioperative treatment approach was used for analysis of the effects of ANXA1 on the resolution of inflammation after surgery for colitis. METHODS Anxa1-knockout mice were used to delineate the effects of ANXA1 on anastomotic healing. A murine model of preoperative dextran sodium sulfate colitis was performed. Collagen-IV-targeted polymeric nanoparticles, loaded with the ANXA1 biomimetic peptide Ac2-26 (Ac2-26-NPs), were synthesized and administered perioperatively during colitis induction. The effects of the Ac2-26-NPs on postoperative recovery and anastomotic healing were evaluated using the disease activity index, histological healing scores, and weight monitoring. Ultimately, whole-genome RNA sequencing of the anastomotic tissue was performed to unravel underlying molecular mechanisms. RESULTS Anxa1-knockout exacerbated the inflammatory response in the healing anastomosis. Treatment with Ac2-26-NPs improved preoperative colitis activity (P < 0.045), postoperative healing scores (P < 0.018), and weight recovery (P < 0.015). Whole-genome RNA sequencing revealed that the suppression of proinflammatory cytokine and nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling was associated with the treatment effects and a phenotypic switch toward anti-inflammatory M2 macrophages. CONCLUSIONS Proresolving therapy with Ac2-26-NPs promises to be a potent perioperative therapy because it improves colitis activity and even intestinal anastomotic healing by the suppression of proinflammatory signaling.
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Affiliation(s)
- Stefan Reischl
- Technical University of Munich, School of Medicine, Department of Surgery, Munich, Germany
| | - Jong Hyun Lee
- Technical University of Denmark, Department of Health Technology, Copenhagen, Denmark
| | | | - Vincent Vieregge
- Technical University of Munich, School of Medicine, Department of Surgery, Munich, Germany
| | - Robert Leon Walter
- Technical University of Munich, School of Medicine, Department of Surgery, Munich, Germany
| | - Vanessa Twardy
- University of Muenster, School of Medicine, Department of Surgery, Muenster, Germany
| | - Atsuko Kasajima
- Technical Technical University of Munich, School of Medicine, Institute of Pathology, Munich, Germany
| | - Helmut Friess
- Technical University of Munich, School of Medicine, Department of Surgery, Munich, Germany
| | - Nazila Kamaly
- Technical University of Denmark, Department of Health Technology, Copenhagen, Denmark.,Imperial College London, Department of Chemistry, Molecular Sciences Research Hub, London, United Kingdom
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Honig G, Heller C, Hurtado-Lorenzo A. Defining the Path Forward for Biomarkers to Address Unmet Needs in Inflammatory Bowel Diseases. Inflamm Bowel Dis 2020; 26:1451-1462. [PMID: 32812036 PMCID: PMC7500521 DOI: 10.1093/ibd/izaa210] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Indexed: 12/16/2022]
Abstract
Despite major advances in the inflammatory bowel diseases field, biomarkers to enable personalized and effective management are inadequate. Disease course and treatment response are highly variable, with some patients experiencing mild disease progression, whereas other patients experience severe or complicated disease. Periodic endoscopy is performed to assess disease activity; as a result, it takes months to ascertain whether a treatment is having a positive impact on disease progression. Minimally invasive biomarkers for prognosis of disease course, prediction of treatment response, monitoring of disease activity, and accurate diagnosis based on improved disease phenotyping and classification could improve outcomes and accelerate the development of novel therapeutics. Rapidly developing technologies have great potential in this regard; however, the discovery, validation, and qualification of biomarkers will require partnerships including academia, industry, funders, and regulators. The Crohn's & Colitis Foundation launched the IBD Biomarker Summit to bring together key stakeholders to identify and prioritize critical unmet needs; prioritize promising technologies and consortium approaches to address these needs; and propose harmonization approaches to improve comparability of data across studies. Here, we summarize the outcomes of the 2018 and 2019 meetings, including consensus-based unmet needs in the clinical and drug development context. We highlight ongoing consortium efforts and promising technologies with the potential to address these needs in the near term. Finally, we summarize actionable recommendations for harmonization, including data collection tools for improved consistency in disease phenotyping; standardization of informed consenting; and development of guidelines for sample management and assay validation. Taken together, these outcomes demonstrate that there is an exceptional alignment of priorities across stakeholders for a coordinated effort to address unmet needs of patients with inflammatory bowel diseases through biomarker science.
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Beardslee LA, Banis GE, Chu S, Liu S, Chapin AA, Stine JM, Pasricha PJ, Ghodssi R. Ingestible Sensors and Sensing Systems for Minimally Invasive Diagnosis and Monitoring: The Next Frontier in Minimally Invasive Screening. ACS Sens 2020; 5:891-910. [PMID: 32157868 DOI: 10.1021/acssensors.9b02263] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Ingestible electronic systems that are capable of embedded sensing, particularly within the gastrointestinal (GI) tract and its accessory organs, have the potential to screen for diseases that are difficult if not impossible to detect at an early stage using other means. Furthermore, these devices have the potential to (1) reduce labor and facility costs for a variety of procedures, (2) promote research for discovering new biomarker targets for associated pathologies, (3) promote the development of autonomous or semiautonomous diagnostic aids for consumers, and (4) provide a foundation for epithelially targeted therapeutic interventions. These technological advances have the potential to make disease surveillance and treatment far more effective for a variety of conditions, allowing patients to lead longer and more productive lives. This review will examine the conventional techniques, as well as ingestible sensors and sensing systems that are currently under development for use in disease screening and diagnosis for GI disorders. Design considerations, fabrication, and applications will be discussed.
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Affiliation(s)
- Luke A. Beardslee
- Institute for Systems Research, University of Maryland, College Park, Maryland 20742, United States
| | - George E. Banis
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Sangwook Chu
- Institute for Systems Research, University of Maryland, College Park, Maryland 20742, United States
| | - Sanwei Liu
- Institute for Systems Research, University of Maryland, College Park, Maryland 20742, United States
| | - Ashley A. Chapin
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
| | - Justin M. Stine
- Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland 20742, United States
| | - Pankaj Jay Pasricha
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland 21205, United States
| | - Reza Ghodssi
- Institute for Systems Research, University of Maryland, College Park, Maryland 20742, United States
- Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, United States
- Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland 20742, United States
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16
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Ho SM, Lewis JD, Mayer EA, Bernstein CN, Plevy SE, Chuang E, Rappaport SM, Croitoru K, Korzenik JR, Krischer J, Hyams JS, Judson R, Kellis M, Jerrett M, Miller GW, Grant ML, Shtraizent N, Honig G, Hurtado-Lorenzo A, Wu GD. Challenges in IBD Research: Environmental Triggers. Inflamm Bowel Dis 2019; 25:S13-S23. [PMID: 31095702 PMCID: PMC6787673 DOI: 10.1093/ibd/izz076] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Indexed: 02/07/2023]
Abstract
Environmental triggers is part of five focus areas of the Challenges in IBD research document, which also includes preclinical human IBD mechanisms, novel technologies, precision medicine and pragmatic clinical research. The Challenges in IBD research document provides a comprehensive overview of current gaps in inflammatory bowel diseases (IBD) research and delivers actionable approaches to address them. It is the result of a multidisciplinary input from scientists, clinicians, patients, and funders, and represents a valuable resource for patient centric research prioritization. In particular, the environmental triggers section is focused on the main research gaps in elucidating causality of environmental factors in IBD. Research gaps were identified in: 1) epidemiology of exposures; 2) identification of signatures of biological response to exposures; and 3) mechanisms of how environmental exposures drive IBD. To address these gaps, the implementation of longitudinal prospective studies to determine disease evolution and identify sub-clinical changes in response to exposures is proposed. This can help define critical windows of vulnerability and risk prediction. In addition, systems biology analysis and in silico modeling were proposed as approaches to integrate the IBD exposome for the identification of biological signatures of response to exposures, and to develop prediction models of the effects of environmental factors in driving disease activity and response to therapy. This research could lead to identification of biomarkers of exposures and new modalities for therapeutic intervention. Finally, hypothesis-driven mechanistic studies to understand gene-environment interactions and to validate causality of priority factors should be performed to determine how environment influences clinical outcomes.
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Affiliation(s)
| | - James D Lewis
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Emeran A Mayer
- University of California Los Angeles, Los Angeles, California
| | | | | | | | | | | | | | | | - Jeffrey S Hyams
- Connecticut Children’s Medical Center, Hartford, Connecticut
| | - Richard Judson
- United States Environmental Protection Agency, Washington, District of Columbia
| | - Manolis Kellis
- Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Michael Jerrett
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Melanie L Grant
- Children’s National Health System, Washington, District of Columbia
| | | | - Gerard Honig
- Crohn’s & Colitis Foundation, New York, New York
| | - Andrés Hurtado-Lorenzo
- Crohn’s & Colitis Foundation, New York, New York,Address correspondence to: Andrés Hurtado-Lorenzo, PhD, 733 3rd Ave Suite 510, New York, NY USA 10017 ()
| | - Gary D Wu
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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17
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Pizarro TT, Stappenbeck TS, Rieder F, Rosen MJ, Colombel JF, Donowitz M, Towne J, Mazmanian SK, Faith JJ, Hodin RA, Garrett WS, Fichera A, Poritz LS, Cortes CJ, Shtraizent N, Honig G, Snapper SB, Hurtado-Lorenzo A, Salzman NH, Chang EB. Challenges in IBD Research: Preclinical Human IBD Mechanisms. Inflamm Bowel Dis 2019; 25:S5-S12. [PMID: 31095706 DOI: 10.1093/ibd/izz075] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Indexed: 12/21/2022]
Abstract
Preclinical human IBD mechanisms is part of five focus areas of the Challenges in IBD research document, which also include environmental triggers, novel technologies, precision medicine and pragmatic clinical research. The Challenges in IBD research document provides a comprehensive overview of current gaps in inflammatory bowel diseases (IBD) research and delivers actionable approaches to address them. It is the result of a multidisciplinary input from scientists, clinicians, patients, and funders, and represents a valuable resource for patient centric research prioritization. In particular, the preclinical human IBD mechanisms manuscript is focused on highlighting the main research gaps in the pathophysiological understanding of human IBD. These research gap areas include: 1) triggers of immune responses; 2) intestinal epithelial homeostasis and wound repair; 3) age-specific pathophysiology; 4) disease complications; 5) heterogeneous response to treatments; and 6) determination of disease location. As an approach to address these research gaps, the prioritization of reverse translation studies is proposed in which clinical observations are the foundation for experimental IBD research in the lab, and for the identification of new therapeutic targets and biomarkers. The use of human samples in validating basic research findings and development of precision medicine solutions is also proposed. This prioritization aims to put emphasis on relevant biochemical pathways and humanized in vitro and in vivo models that extrapolate meaningfully to human IBD, to eventually yield first-in-class and effective therapies.
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Affiliation(s)
- Theresa T Pizarro
- Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
| | | | | | - Michael J Rosen
- Cincinnati Children's Hospital and the University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | | | - Mark Donowitz
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | | | | | - Richard A Hodin
- Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Wendy S Garrett
- School of Public Health, Harvard University, Boston, MA, USA
| | | | - Lisa S Poritz
- Pennsylvania State University College of Medicine, Hershey, PA, USA
| | | | | | | | - Scott B Snapper
- Harvard Medical School and Boston Children's Hospital, Boston, MA, USA
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19
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Scott FI, Rubin DT, Kugathasan S, Bousvaros A, Elson CO, Newberry RD, Melmed GY, Pekow J, Fleshman JW, Boyle BM, Mahadevan U, Cannon LM, Long MD, Cross RK, Ha CY, Lasch KL, Robinson AM, Rafferty JF, Lee JJ, Dahl KDC, Weaver A, Shtraizent N, Honig G, Hurtado-Lorenzo A, Heller CA. Challenges in IBD Research: Pragmatic Clinical Research. Inflamm Bowel Dis 2019; 25:S40-S47. [PMID: 31095704 DOI: 10.1093/ibd/izz085] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Indexed: 12/15/2022]
Abstract
Pragmatic clinical research is part of five focus areas of the Challenges in IBD research document, which also includes preclinical human IBD mechanisms, environmental triggers, novel technologies, and precision medicine. The Challenges in IBD research document provides a comprehensive overview of current gaps in inflammatory bowel diseases (IBD) research and delivers actionable approaches to address them. It is the result of multidisciplinary input from scientists, clinicians, patients, and funders, and represents a valuable resource for patient centric research prioritization. In particular, the pragmatic clinical research section is focused on highlighting gaps that need to be addressed in order to optimize and standardize IBD care. Identified gaps include: 1) understanding the incidence and prevalence of IBD; 2) evaluating medication positioning to increase therapeutic effectiveness; 3) understanding the utility of therapeutic drug monitoring (TDM); 4) studying pain management; and 5) understanding healthcare economics and resources utilization. To address these gaps, there is a need to emphasize the use of emerging data sources and real-world evidence to better understand epidemiologic and therapeutic trends in IBD, expanding on existing data to better understand how and where we should improve care. Proposed approaches include epidemiological studies in ethnically and geographically diverse cohorts to estimate incidence and prevalence of IBD and impact of diversity on treatment patterns and outcomes. The implementation of new clinical trial design and methodologies will be essential to evaluate optimal medication positioning, appropriate use of TDM in adults and children, and multidisciplinary approaches to IBD pain management and its impact on healthcare resources.
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Affiliation(s)
- Frank I Scott
- Division of Gastroenterology and Hepatology, University of Colorado School of Medicine, Aurora, CO, USA
| | - David T Rubin
- University of Chicago Medicine Inflammatory Bowel Disease Center, Chicago, IL, USA
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Department of Pediatrics, Emory University School of Medicine & Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Athos Bousvaros
- Division of Gastroenterology and Nutrition, Children's Hospital Boston, Boston, MA, USA
| | - Charles O Elson
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Rodney D Newberry
- Department of Internal Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Gil Y Melmed
- Inflammatory Bowel Disease Center, Cedars-Sinai Medical Center, Los Angeles, Los Angeles, CA, USA
| | | | - James W Fleshman
- Department of Surgery Baylor University Medical Center, Dallas, TX, USA
| | | | - Uma Mahadevan
- University of California San Francisco, San Francisco, CA, USA
| | | | - Millie D Long
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Raymond K Cross
- University of Maryland School of Medicine, Baltimore, MD, USA
| | - Christina Y Ha
- Inflammatory Bowel Disease Center, Cedars-Sinai Medical Center, Los Angeles, Los Angeles, CA, USA
| | | | | | - Janice F Rafferty
- Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jessica J Lee
- U.S. Food and Drug Administration, Silver Spring, MD, USA
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