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Arva NC, Bernieh A, Lopez-Nunez O, Pletneva M, Yang GY, Collins MH. Histopathology of Eosinophilic Gastrointestinal Diseases Beyond Eosinophilic Esophagitis. Immunol Allergy Clin North Am 2024; 44:369-381. [PMID: 38575230 DOI: 10.1016/j.iac.2024.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
Eosinophilic gastrointestinal diseases (EGID), such as eosinophilic gastritis (EoG), eosinophilic enteritis, and eosinophilic colitis (EoC), are chronic inflammatory conditions characterized by persistent gastrointestinal symptoms and elevated levels of activated eosinophils in the gastrointestinal tract. EoG and eosinophilic duodenitis (EoD) are strongly associated with food allergen triggers and TH2 inflammation, whereas EoC shows minimal transcriptomic overlap with other EGIDs. The level of expression of certain genes associated with TH2 immune response is associated with certain histopathologic findings of EoG, EoD, and EoC. Current immune therapy for EoG depletes tissue eosinophilia with persistence of other histopathologic features of disease.
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Affiliation(s)
- Nicoleta C Arva
- Department of Pathology, Nationwide Children's Hospital, 700 Childrens Drive, Columbus, OH 43205, USA.
| | - Anas Bernieh
- Division of Pathology and Laboratory Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | - Oscar Lopez-Nunez
- Division of Pathology and Laboratory Medicine, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
| | - Maria Pletneva
- Department of Pathology, University of Utah, 2000 Circle of Hope, Room 3100, Salt Lake City, UT 84112, USA
| | - Guang-Yu Yang
- Department of Pathology, Northwestern University Feinberg School of Medicine, 303 East Chicago Avenue, Chicago, IL 60611, USA
| | - Margaret H Collins
- Division of Pathology and Laboratory Medicine, ML1035, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229, USA
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Iacucci M, Maeda Y, Ghosh S. A Baby Step or a Real Giant Stride: Histomic Enabled by Artificial Intelligence to Predict Treatment Response in Pediatric Patients With Ulcerative Colitis. Gastroenterology 2024; 166:730-732. [PMID: 38460608 DOI: 10.1053/j.gastro.2024.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/06/2024] [Indexed: 03/11/2024]
Affiliation(s)
- Marietta Iacucci
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland.
| | - Yasuharu Maeda
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
| | - Subrata Ghosh
- APC Microbiome Ireland, College of Medicine and Health, University College Cork, Cork, Ireland
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Liu X, Prasath S, Siddiqui I, Walters TD, Denson LA, Dhaliwal J. Machine Learning-Based Prediction of Pediatric Ulcerative Colitis Treatment Response Using Diagnostic Histopathology. Gastroenterology 2024; 166:921-924.e4. [PMID: 38309631 DOI: 10.1053/j.gastro.2024.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/21/2023] [Accepted: 01/26/2024] [Indexed: 02/05/2024]
Affiliation(s)
- Xiaoxuan Liu
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Biomedical Informatics, University of Cincinnati, Cincinnati, Ohio
| | - Surya Prasath
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Biomedical Informatics, University of Cincinnati, Cincinnati, Ohio
| | - Iram Siddiqui
- Department of Paediatric Laboratory Medicine and Pathobiology, Division of Pathology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Thomas D Walters
- SickKids IBD Centre, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada; Department of Paediatrics, University of Toronto, Toronto, Ontario, Canada
| | - Lee A Denson
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio
| | - Jasbir Dhaliwal
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Biomedical Informatics, University of Cincinnati, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, Ohio.
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Reigle J, Lopez-Nunez O, Drysdale E, Abuquteish D, Liu X, Putra J, Erdman L, Griffiths AM, Prasath S, Siddiqui I, Dhaliwal J. Using Deep Learning to Automate Eosinophil Counting in Pediatric Ulcerative Colitis Histopathological Images. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.03.24305251. [PMID: 38633803 PMCID: PMC11023647 DOI: 10.1101/2024.04.03.24305251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Background Accurate identification of inflammatory cells from mucosal histopathology images is important in diagnosing ulcerative colitis. The identification of eosinophils in the colonic mucosa has been associated with disease course. Cell counting is not only time-consuming but can also be subjective to human biases. In this study we developed an automatic eosinophilic cell counting tool from mucosal histopathology images, using deep learning. Method Four pediatric IBD pathologists from two North American pediatric hospitals annotated 530 crops from 143 standard-of-care hematoxylin and eosin (H & E) rectal mucosal biopsies. A 305/75 split was used for training/validation to develop and optimize a U-Net based deep learning model, and 150 crops were used as a test set. The U-Net model was then compared to SAU-Net, a state-of-the-art U-Net variant. We undertook post-processing steps, namely, (1) the pixel-level probability threshold, (2) the minimum number of clustered pixels to designate a cell, and (3) the connectivity. Experiments were run to optimize model parameters using AUROC and cross-entropy loss as the performance metrics. Results The F1-score was 0.86 (95%CI:0.79-0.91) (Precision: 0.77 (95%CI:0.70-0.83), Recall: 0.96 (95%CI:0.93-0.99)) to identify eosinophils as compared to an F1-score of 0.2 (95%CI:0.13-0.26) for SAU-Net (Precision: 0.38 (95%CI:0.31-0.46), Recall: 0.13 (95%CI:0.08-0.19)). The inter-rater reliability was 0.96 (95%CI:0.93-0.97). The correlation between two pathologists and the algorithm was 0.89 (95%CI:0.82-0.94) and 0.88 (95%CI:0.80-0.94) respectively. Conclusion Our results indicate that deep learning-based automated eosinophilic cell counting can obtain a robust level of accuracy with a high degree of concordance with manual expert annotations.
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Wang Z, Song X, Waitman LR, Hyams JS, Denson LA. Fitness-for-use of Retrospective Multicenter Electronic Health Records to Conduct Outcome Analysis for Pediatric Ulcerative Colitis. Medicine (Baltimore) 2024; 103:e37395. [PMID: 38489703 PMCID: PMC10939680 DOI: 10.1097/md.0000000000037395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/11/2023] [Accepted: 02/06/2024] [Indexed: 03/17/2024] Open
Abstract
The use of electronic health records has garnered interest as an approach for conducting innovative outcome research and producing real-world evidence at a reduced cost compared to traditional clinical trials. The study aimed to evaluate the utility of deidentified EHR data from a multicenter research network to identify characteristics associated with treatment escalation (TE) in newly diagnosed pediatric ulcerative colitis patients. EHR data (01/2010-12/2021) from 13 Midwest healthcare systems (Greater Plains Collaborative) were collected for pediatric ulcerative colitis patients. We identified standard treatments, excluded missing initial therapy data, and analyzed the TE and time-to-TE outcomes. The clinical and laboratory characteristics at baseline were extracted. Logistic and Cox models were used, and the missing risk factors were imputed. Machine-learning Bayesian additive regression trees were also utilized to create partial dependence plots for assessing the associations between risk factors and clinical outcomes. A total of 502 eligible pediatric patients (aged 4-17 years) who initiated standard treatment were identified. Among them, 205 out of 502 (41%) experienced TE, with a median (P25, P75) duration of 63 (9, 237) days after the initial treatment. Additionally, 20 out of 509 (4%) patients underwent colectomy (COL) with a median (P25, P75) duration of 80 (3, 205) days. Both multivariable logistic regression and Cox proportional hazards regression demonstrated moderate discriminative power in predicting TE and time-to-TE, respectively. Common positive predictors for both TE and time-to-TE included a high monocyte proportion and elevated platelet counts. Conversely, BMI z-score, albumin, hemoglobin levels, and lymphocyte proportion were negatively associated with both TE and time-to-TE. This study demonstrates that multicenter EHR data can be used to identify a trial-comparable study sample of potentially larger size and to identify clinically meaningful endpoints for conducting outcome analysis and generating real-world evidence.
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Affiliation(s)
- Zhu Wang
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN
| | - Xing Song
- Biomedical Informatics, Biostatistics and Medical Epidemiology, University of Missouri, Columbia, MO
| | - Lemuel R Waitman
- Biomedical Informatics, Biostatistics and Medical Epidemiology, University of Missouri, Columbia, MO
| | | | - Lee A Denson
- Cincinnati Children's Medical Center, Cincinnati, OH
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Wang Z, Nie J, Song X, Denson LA, Hyams JS. A comparison of Bayesian and frequentist approaches to incorporating clinical and biological information for the prediction of response to standardized pediatric colitis therapy. PLoS One 2024; 19:e0295814. [PMID: 38446811 PMCID: PMC10917270 DOI: 10.1371/journal.pone.0295814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 11/28/2023] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND The prospective cohort study PROTECT is the largest study in pediatric ulcerative colitis (UC) with standardized treatments, providing valuable data for predicting clinical outcomes. PROTECT and previous studies have identified characteristics associated with clinical outcomes. In this study, we aimed to compare predictive modeling between Bayesian analysis including machine learning and frequentist analysis. METHODS The key outcomes for this analysis were week 4, 12 and 52 corticosteroid (CS)-free remission following standardized treatment from diagnosis. We developed predictive modeling with multivariable Bayesian logistic regression (BLR), Bayesian additive regression trees (BART) and frequentist logistic regression (FLR). The effect estimate of each risk factor was estimated and compared between the BLR and FLR models. The predictive performance of the models was assessed including area under curve (AUC) of the receiver operating characteristic (ROC) curve. Ten-fold cross-validation was performed for internal validation of the models. The estimation contained 95% credible (or confidence) interval (CI). RESULTS The statistically significant associations between the risk factors and early or late outcomes were consistent between all BLR and FLR models. The model performance was similar while BLR and BART models had narrower credible intervals of AUCs. To predict week 4 CS-free remission, the BLR model had AUC of 0.69 (95% CI 0.67-0.70), the BART model had AUC of 0.70 (0.67-0.72), and the FLR had AUC of 0.70 (0.65-0.76). To predict week 12 CS-free remission, the BLR model had AUC of 0.78 (0.77-0.79), the BART model had AUC of 0.78 (0.77-0.79), and the FLR model had AUC of 0.79 (0.74-0.83). To predict week 52 CS-free remission, the BLR model had AUC of 0.69 (0.68-0.70), the BART model had AUC of 0.69 (0.67-0.70), and the FLR model had AUC of 0.69 (0.64-0.74). The BART model identified nonlinear associations. CONCLUSIONS BLR and BART models had intuitive interpretation on interval estimation, better precision in estimating the AUC and can be alternatives for predicting clinical outcomes in pediatric patients with UC. BART model can estimate nonlinear nonparametric association.
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Affiliation(s)
- Zhu Wang
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, United States of America
| | - Jia Nie
- Barshop Institute for Longevity and Aging Studies, University of Texas Health Science Center at San Antonio, San Antonio, TX, United States of America
| | - Xing Song
- Health Management and Informatics, University of Missouri, Columbia, MO, United States of America
| | - Lee A. Denson
- Cincinnati Children’s Hospital and Medical Center, Cincinnati, OH, United States of America
| | - Jeffrey S. Hyams
- Connecticut Children’s Medical Center, Hartford, CT, United States of America
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Schirmer M, Stražar M, Avila-Pacheco J, Rojas-Tapias DF, Brown EM, Temple E, Deik A, Bullock K, Jeanfavre S, Pierce K, Jin S, Invernizzi R, Pust MM, Costliow Z, Mack DR, Griffiths AM, Walters T, Boyle BM, Kugathasan S, Vlamakis H, Hyams J, Denson L, Clish CB, Xavier RJ. Linking microbial genes to plasma and stool metabolites uncovers host-microbial interactions underlying ulcerative colitis disease course. Cell Host Microbe 2024; 32:209-226.e7. [PMID: 38215740 PMCID: PMC10923022 DOI: 10.1016/j.chom.2023.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 11/08/2023] [Accepted: 12/15/2023] [Indexed: 01/14/2024]
Abstract
Understanding the role of the microbiome in inflammatory diseases requires the identification of microbial effector molecules. We established an approach to link disease-associated microbes to microbial metabolites by integrating paired metagenomics, stool and plasma metabolomics, and culturomics. We identified host-microbial interactions correlated with disease activity, inflammation, and the clinical course of ulcerative colitis (UC) in the Predicting Response to Standardized Colitis Therapy (PROTECT) pediatric inception cohort. In severe disease, metabolite changes included increased dipeptides and tauro-conjugated bile acids (BAs) and decreased amino-acid-conjugated BAs in stool, whereas in plasma polyamines (N-acetylputrescine and N1-acetylspermidine) increased. Using patient samples and Veillonella parvula as a model, we uncovered nitrate- and lactate-dependent metabolic pathways, experimentally linking V. parvula expansion to immunomodulatory tryptophan metabolite production. Additionally, V. parvula metabolizes immunosuppressive thiopurine drugs through xdhA xanthine dehydrogenase, potentially impairing the therapeutic response. Our findings demonstrate that the microbiome contributes to disease-associated metabolite changes, underscoring the importance of these interactions in disease pathology and treatment.
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Affiliation(s)
- Melanie Schirmer
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Translational Microbiome Data Integration, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany; ZIEL - Institute for Food & Health, Technical University of Munich, 85354 Freising, Germany.
| | - Martin Stražar
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | | | | | - Eric M Brown
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology and Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Emily Temple
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Amy Deik
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Kevin Bullock
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sarah Jeanfavre
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Kerry Pierce
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Shen Jin
- Translational Microbiome Data Integration, School of Life Sciences, Technical University of Munich, 85354 Freising, Germany
| | | | - Marie-Madlen Pust
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology and Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Zach Costliow
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - David R Mack
- Division of Gastroenterology, Hepatology & Nutrition, Children's Hospital of Eastern Ontario and University of Ottawa, Ottawa, ON K1H 8L1, Canada
| | - Anne M Griffiths
- Division of Gastroenterology, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Thomas Walters
- Division of Gastroenterology, Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children, Toronto, ON M5G 1X8, Canada
| | - Brendan M Boyle
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Nationwide Children's Hospital, Columbus, OH 43205, USA
| | - Subra Kugathasan
- Department of Pediatrics, Emory University, Atlanta, GA 30322, USA
| | - Hera Vlamakis
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Jeffrey Hyams
- Connecticut Children's Medical Center, Division of Digestive Diseases, Hartford, CT 06106, USA
| | - Lee Denson
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Clary B Clish
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Ramnik J Xavier
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Center for Computational and Integrative Biology and Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
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8
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Catassi G, Tittarelli S, Veraldi S, Giordano C, Distante M, D'Arcangelo G, Oliva S, Arienzo F, Aloi M. Histologic findings at diagnosis as predictive markers of clinical outcome in pediatric ulcerative colitis. Dig Liver Dis 2024; 56:106-111. [PMID: 37806917 DOI: 10.1016/j.dld.2023.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 08/29/2023] [Accepted: 09/20/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND The role of histological inflammation at diagnosis as a possible prognostic factor for disease course has not been investigated. AIMS To assess whether histologic findings at diagnosis could predict clinical outcomes and evaluate the association between clinical, biochemical, endoscopic, and histological findings. METHODS Prospective single-center study including pediatric UC patients with a minimum follow-up of 12 months. The association between histological activity (Nancy Index, Robarts Histopathology Index, and Geboes Score) and 12-month clinical outcomes was evaluated. Secondarily, we assessed the correlation between histological scores and endoscopic and inflammatory markers at the diagnosis. Inter-observer agreement for histologic and endoscopic scores was also evaluated. RESULTS Forty-nine UC patients were included. No association was found between 1-year clinical relapse and the three histological indices at diagnosis (p > 0.05). Good concordance was found among the three histological scores (p < 0.001), and between all histological and endoscopic indices (p < 0.05). No correlation was found between histologic scores and serum inflammatory markers. Inter-observer agreement was good for eMayo, Nancy and Robarts score (k = 0.71, k = 0.74 and k = 0.68, respectively) and moderate for Geboes (k = 0.46). CONCLUSIONS Histological findings at diagnosis cannot be used as a predictor of the disease course. The three histological scores used in routine clinical practice show an overall good correlation and reliability.
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Affiliation(s)
- Giulia Catassi
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy
| | - Sara Tittarelli
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy
| | - Silvio Veraldi
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy; Hepatometabolic Unit, Bambino Gesù Children's Hospital of Rome, Italy. Piazza St. Onofrio 4, 00165, Rome, Italy
| | - Carla Giordano
- Department of Radiological, Oncological and Pathological Sciences, Sapienza University of Rome, Policlinico Umberto I, Viale del Policlinico 155, 00161, Rome, Italy
| | - Manuela Distante
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy
| | - Giulia D'Arcangelo
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy
| | - Salvatore Oliva
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy
| | - Francesca Arienzo
- Department of Radiological, Oncological and Pathological Sciences, Sapienza University of Rome, Policlinico Umberto I, Viale del Policlinico 155, 00161, Rome, Italy
| | - Marina Aloi
- Pediatric Gastroenterology and Liver Unit, Sapienza University of Rome - Umberto I Hospital, Rome, Italy. Viale del Policlinico 155, 00161, Rome, Italy.
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Abu Hanna F, Atia O, Yerushalmy Feler A, Shouval D, Weiss B, Mresat H, Magen-Rimon R, Zifman E, Turner D, Rinawi F. Thiopurines Maintenance Therapy in Children With Ulcerative Colitis: A Multicenter Retrospective Study. J Pediatr Gastroenterol Nutr 2023; 77:505-511. [PMID: 37491713 DOI: 10.1097/mpg.0000000000003899] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
BACKGROUND AND AIMS Thiopurines are an established treatment for pediatric ulcerative colitis (UC). However, data regarding safety and efficacy are lacking. We aimed to determine short and long-term outcome following thiopurines use in children with UC. METHODS We conducted a retrospective review of children (2-18 years) with UC treated with thiopurines between January 2008 and January 2019 at 7 medical centers in Israel. The primary outcome was corticosteroid (CS)-free clinical remission at week 52 following thiopurines initiation without the need for rescue therapy (infliximab, calcineurin inhibitors, or colectomy). RESULTS A total of 133 children were included [median age at diagnosis of 12.4 (interquartile range 11.0-15.8) years, 30 (23%) left-sided colitis, 113 (85%) with moderate or severe disease at diagnosis]. At diagnosis 58 patients (44%) were treated with 5-aminosalicylates and 72 (54%) with CS. Sixty patients (45%) received thiopurines as 1st line maintenance therapy. Seventy-four patients (56%) had CS-free clinical remission at week 52 without rescue therapy. Predictors of clinical remission were not identified. In a sub-analysis among patients with steroid-responsive moderate to severe UC, 59 (55%) patients achieved this outcome. The likelihood of remaining free of rescue therapy among thiopurines-treated patients was 83%, 62%, 45%, and 37% at 1, 2, 3, and 4 years, respectively. CONCLUSION More than half of children with UC starting thiopurines without previous or concomitant biologic therapy have CS-free clinical remission at 52 weeks later without the need for rescue therapy. Thiopurines are effective in pediatric UC and could be considered prior to biologics.
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Affiliation(s)
- Firas Abu Hanna
- From the Pediatric Gastroenterology Unit, Emek Medical Centre, Afula, Israel
| | - Ohad Atia
- The Juliet Keiden Institute of Pediatric Gastroenterology and Nutrition, Shaare Zedek Medical Center, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Anat Yerushalmy Feler
- Pediatric Gastroenterology Institute, "Dana-Dwek" Children's Hospital, Tel Aviv Sourasky Medical Center and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dror Shouval
- Institute of Gastroenterology, Nutrition and Liver Diseases, Schneider Children's Medical Center and the Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Batia Weiss
- the Pediatric Gastroenterology and Nutrition Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Center, Tel Hashomer, Israel
| | - Hadeel Mresat
- From the Pediatric Gastroenterology Unit, Emek Medical Centre, Afula, Israel
| | - Ramit Magen-Rimon
- Pediatric Gastroenterology and Nutrition Institute, Ruth Children's Hospital of Haifa, Rambam Medical Center, Faculty of Medicine, Technion, Haifa, Israel
| | - Eyal Zifman
- the Pediatric Gastroenterology Unit, Meir Medical Center, Kfar-Saba, Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Dan Turner
- The Juliet Keiden Institute of Pediatric Gastroenterology and Nutrition, Shaare Zedek Medical Center, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Firas Rinawi
- From the Pediatric Gastroenterology Unit, Emek Medical Centre, Afula, Israel
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10
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El-Matary W, Carroll MW, Deslandres C, Griffiths AM, Kuenzig ME, Mack DR, Wine E, Weinstein J, Geist R, Davis T, Chan J, Khan R, Matthews P, Kaplan GG, Windsor JW, Bernstein CN, Bitton A, Coward S, Jones JL, Lee K, Murthy SK, Targownik LE, Peña-Sánchez JN, Rohatinsky N, Ghandeharian S, Im JHB, Goddard Q, Gorospe J, Verdugo J, Morin SA, Morganstein T, Banning L, Benchimol EI. The 2023 Impact of Inflammatory Bowel Disease in Canada: Special Populations-Children and Adolescents with IBD. J Can Assoc Gastroenterol 2023; 6:S35-S44. [PMID: 37674497 PMCID: PMC10478811 DOI: 10.1093/jcag/gwad016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/08/2023] Open
Abstract
Rates of inflammatory bowel disease (IBD) in Canadian children and adolescents are among the highest in the world, and the incidence is rising most rapidly in children under five years of age. These young children may have either a typical form of IBD with multi-factorial aetiology, or they may have a monogenic form. Despite the growing number of children in Canada living with this important chronic disease, there are few available medical therapies approved by Health Canada due to the omission of children from most clinical trials of newly developed biologics. As a result, off-label use of medications is common, and physicians have learned to use existing therapies more effectively. In addition, most Canadian children are treated in multidisciplinary, specialty clinics by physicians with extra training or experience in IBD, as well as specialist nurses, dietitians, mental health care providers and other allied health professionals. This specialized clinic approach has facilitated cutting edge research, led by Canadian clinicians and scientists, to understand the causes of IBD, the optimal use of therapies, and the best ways to treat children from a biopsychosocial perspective. Canadians are engaged in work to understand the monogenic causes of IBD; the interaction between genes, the environment, and the microbiome; and how to address the mental health concerns and medical needs of adolescents and young adults transitioning from paediatric to adult care.
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Affiliation(s)
- Wael El-Matary
- Department of Pediatrics and Child Health, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Matthew W Carroll
- Division of Pediatric Gastroenterology and Nutrition, University of Alberta, Edmonton, Alberta, Canada
| | - Colette Deslandres
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Centre Hospitalier Universitaire Sainte-Justine, Université de Montréal, Montréal, Québec, Canada
| | - Anne M Griffiths
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - M Ellen Kuenzig
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - David R Mack
- CHEO IBD Centre and Department of Pediatrics, University of Ottawa, Ottawa, Canada
| | - Eytan Wine
- Departments of Pediatrics and Physiology, University of Alberta, Edmonton, Alberta, Canada
- Edmonton Pediatric IBD Clinic, Edmonton, Alberta, Canada
| | - Jake Weinstein
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Rose Geist
- Department of Psychiatry, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Tal Davis
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Justin Chan
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, British Columbia Children Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Rabia Khan
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
| | | | - Gilaad G Kaplan
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Joseph W Windsor
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Charles N Bernstein
- Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- University of Manitoba IBD Clinical and Research Centre, Winnipeg, Manitoba, Canada
| | - Alain Bitton
- Division of Gastroenterology and Hepatology, McGill University Health Centre, IBD Centre, McGill University, Montréal, Quebec, Canada
| | - Stephanie Coward
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Jennifer L Jones
- Departments of Medicine, Clinical Health, and Epidemiology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Kate Lee
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | - Sanjay K Murthy
- Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- The Ottawa Hospital IBD Centre, Ottawa, Ontario, Canada
| | - Laura E Targownik
- Division of Gastroenterology and Hepatology, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Juan-Nicolás Peña-Sánchez
- Department of Community Health and Epidemiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Noelle Rohatinsky
- College of Nursing, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - James H B Im
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Quinn Goddard
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Julia Gorospe
- Departments of Medicine and Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Jules Verdugo
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | - Samantha A Morin
- Department of Medical Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Taylor Morganstein
- Faculty of Medicine and Health Sciences, McGill University, Montreal, Quebec, Canada
| | - Lisa Banning
- Crohn’s and Colitis Canada, Toronto, Ontario, Canada
| | - Eric I Benchimol
- SickKids Inflammatory Bowel Disease Centre, Division of Gastroenterology, Hepatology, and Nutrition, The Hospital for Sick Children, Toronto, Ontario, Canada
- Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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11
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Dolinger MT. The Role of Noninvasive Surrogates of Inflammation in Monitoring Pediatric Inflammatory Bowel Diseases: The Old and the New. Gastroenterol Clin North Am 2023; 52:497-515. [PMID: 37543396 DOI: 10.1016/j.gtc.2023.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2023]
Abstract
Effectiveness of limited available therapies for pediatric inflammatory bowel disease has reached stagnation. Previous non-invasive monitoring strategies have relied upon cumbersome tools to evaluate clinical symptoms and biochemical markers that do not reflect endoscopic activity or respond quickly to treatments. Novel, patient-centric, and highly accurate, monitoring strategies with a focus on intestinal ultrasound for a direct, precise monitoring of activity to achieve disease modification are now possible. Ultimately, research on the optimal tight control monitoring strategies, individualized to each pediatric inflammatory bowel disease patient, are in development and offer a hope to potential therapeutic ceiling breakthrough on the horizon.
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Affiliation(s)
- Michael Todd Dolinger
- Division of Pediatric Gastroenterology, Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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12
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Ryan N, Cooper S, Dominik A, Quinn S, Broderick A, Bourke B, Hussey S. Outcomes of Tofacitinib Use in an Irish Pediatric Cohort. JPGN REPORTS 2023; 4:e332. [PMID: 37600624 PMCID: PMC10435039 DOI: 10.1097/pg9.0000000000000332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 04/15/2023] [Indexed: 08/22/2023]
Abstract
Background Pediatric ulcerative colitis (UC) is typically more extensive and severe at diagnosis compared with adult disease. Tofacitinib, a Janus kinase inhibitor, has been used since 2018 to induce and maintain remission in UC. There are limited pediatric data regarding its use, either as a monotherapy or in combination with other treatments. Objectives To determine the real-world experience and outcomes of tofacitinib therapy in the Irish national cohort with pediatric UC. Methods A retrospective study of tofacitinib outcomes was undertaken at Ireland's single national center for pediatric inflammatory bowel disease. All patients commenced on tofacitinib since its availability in 2019 were included. Baseline and follow-up clinical characteristics, phenotype, Pediatric Ulcerative Colitis Activity Index (PUCAI) scores, and treatments before and after tofacitinib commenced were recorded. The primary outcome was remission by 8 weeks, with other clinical outcomes being recorded to maximal available follow-up. Results Between November 1, 2019 and June 30, 2022, 15 children (M:F 1:2) were prescribed tofacitinib, 5 as monotherapy. Thirteen had baseline pancolitis at diagnosis and all patients had prior infliximab exposure. The mean time from diagnosis to starting tofacitinib was 381 days (±SD 265). Dual therapy included 5 with infliximab, 4 with vedolizumab, and 1 with adalimumab. The average length of treatment on tofacitinib was 232 days (±SD 170) with 2 patients transitioning to adult services while in remission on tofacitinib therapy. The mean PUCAI score was 48.7 (±SD 14.1) pre-tofacitinib, 16.7 (±SD 15.6) at week 8, and 22.5 (±SD 29.6) by week 16, with a significant reduction in PUCAI by week 16 (P = 0.0004). Eight patients (3 monotherapy) achieved clinical remission, with 4 of the 5 dual therapy patients on infliximab. There were no significant outcome differences between those on mono- or dual therapy. Three patients with combined vedolizumab therapy did not achieve remission, 2 of whom required colectomy by week 24. There were no malignancies, 1 patient developed shingles and another developed herpangina post-tofacitinib. Failure to achieve clinical remission by week 16 was seen in all children who progressed to colectomy (n = 4). Conclusion Combining tofacitinib with other biologics is effective in select children with refractory UC. Early responders were more likely to achieve a sustained response at week 16. Failure to achieve remission by week 16 of tofacitinib therapy was strongly associated with progression to colectomy.
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Affiliation(s)
- Niamh Ryan
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
| | - Sarah Cooper
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- DOCHAS Study, National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
| | - Anna Dominik
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- DOCHAS Study, National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
| | - Shoana Quinn
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
| | - Annemarie Broderick
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Billy Bourke
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Séamus Hussey
- From the National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- DOCHAS Study, National Centre for Pediatric Gastroenterology, Children’s Health Ireland, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Paediatrics, Royal College of Surgeons of Ireland, Dublin, Ireland
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13
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Braun T, Sosnovski KE, Amir A, BenShoshan M, VanDussen KL, Karns R, Levhar N, Abbas-Egbariya H, Hadar R, Efroni G, Castel D, Avivi C, Rosen MJ, Grifiths AM, Walters TD, Mack DR, Boyle BM, Ali SA, Moore SR, Schirmer M, Xavier RJ, Kugathasan S, Jegga AG, Weiss B, Mayer C, Barshack I, Ben-Horin S, Ulitsky I, Beucher A, Ferrer J, Hyams JS, Denson LA, Haberman Y. Mucosal transcriptomics highlight lncRNAs implicated in ulcerative colitis, Crohn's disease, and celiac disease. JCI Insight 2023; 8:e170181. [PMID: 37261910 PMCID: PMC10443795 DOI: 10.1172/jci.insight.170181] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/31/2023] [Indexed: 06/03/2023] Open
Abstract
Ulcerative colitis (UC), Crohn's disease (CD), and celiac disease are prevalent intestinal inflammatory disorders with nonsatisfactory therapeutic interventions. Analyzing patient data-driven cohorts can highlight disease pathways and new targets for interventions. Long noncoding RNAs (lncRNAs) are attractive candidates, since they are readily targetable by RNA therapeutics, show relative cell-specific expression, and play key cellular functions. Uniformly analyzing gut mucosal transcriptomics from 696 subjects, we have highlighted lncRNA expression along the gastrointestinal (GI) tract, demonstrating that, in control samples, lncRNAs have a more location-specific expression in comparison with protein-coding genes. We defined dysregulation of lncRNAs in treatment-naive UC, CD, and celiac diseases using independent test and validation cohorts. Using the Predicting Response to Standardized Pediatric Colitis Therapy (PROTECT) inception UC cohort, we defined and prioritized lncRNA linked with UC severity and prospective outcomes, and we highlighted lncRNAs linked with gut microbes previously implicated in mucosal homeostasis. HNF1A-AS1 lncRNA was reduced in all 3 conditions and was further reduced in more severe UC form. Similarly, the reduction of HNF1A-AS1 ortholog in mice gut epithelia showed higher sensitivity to dextran sodium sulfate-induced colitis, which was coupled with alteration in the gut microbial community. These analyses highlight prioritized dysregulated lncRNAs that can guide future preclinical studies for testing them as potential targets.
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Affiliation(s)
- Tzipi Braun
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - Katya E. Sosnovski
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Amnon Amir
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - Marina BenShoshan
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Kelli L. VanDussen
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Rebekah Karns
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Nina Levhar
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Haya Abbas-Egbariya
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Rotem Hadar
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - Gilat Efroni
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - David Castel
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - Camila Avivi
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
| | - Michael J. Rosen
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- Center for Pediatric IBD and Celiac Disease, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | | | | | - David R. Mack
- Children’s Hospital of East Ontario, Ottawa, Ontario, Canada
| | | | - Syed Asad Ali
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Sean R. Moore
- Department of Pediatrics, University of Virginia, Charlottesville, Virginia, USA
| | | | - Ramnik J. Xavier
- Broad Institute of MIT and Harvard University, Cambridge, Massachusetts, USA
- Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Anil G. Jegga
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
- Department of Computer Science, Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Engineering, Cincinnati, Ohio, USA
| | - Batya Weiss
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Chen Mayer
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Iris Barshack
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shomron Ben-Horin
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Igor Ulitsky
- Departments of Biological Regulation and Molecular Neuroscience, Weizmann Institute of Science, Rehovot, Israel
| | - Anthony Beucher
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
| | - Jorge Ferrer
- Section of Genetics and Genomics, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
- Regulatory Genomics and Diabetes, Centre for Genomic Regulation, the Barcelona Institute of Science and Technology, Barcelona, Spain
- Centro de Investigación Biomédica en red Diabetes y enfermedades metabólicas asociadas (CIBERDEM), Spain
| | - Jeffrey S. Hyams
- Connecticut Children’s Medical Center, Hartford, Connecticut, USA
| | - Lee A. Denson
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Yael Haberman
- Sheba Medical Center, Tel-Hashomer, affiliated with the Tel Aviv University, Tel Aviv, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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14
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Mansuri I, Wang S, Rufo PA, Liu E, Chan C, Bousvaros A. Efficacy and Safety of Sulfasalazine Suspension in Children With Ulcerative Colitis. J Pediatr Gastroenterol Nutr 2023; 76:460-467. [PMID: 36576855 DOI: 10.1097/mpg.0000000000003698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND Sulfasalazine (SZ) is commonly used to treat pediatric ulcerative colitis (UC). SZ can be compounded into a suspension form which is beneficial for children with difficulty swallowing a pill. Despite being utilized for over 40 years, there is a lack of published data on the efficacy and safety of SZ suspension in children with UC. Recently, third-party payors have begun refusing to pay for SZ suspension due to lack of data. METHODS In this retrospective study, we reviewed the electronic medical records of patients ages <18 years diagnosed with UC from June 1999 to December 2019 at Boston Children's Hospital and treated with SZ suspension as a first-line agent. We obtained demographics, clinical, and endoscopic data to measure outcomes at 1 year and long term. RESULTS Of 57 patients treated with SZ suspension, 52 (91%) had a follow-up and 26 of 52 (50%) remained in steroid-free remission at 1 year. Two patients were switched to SZ tablets due to nonmedical reasons and 11 (21%) required rescue treatment (2 infliximab, 1 tacrolimus, 8 6-mercaptopurine/azathioprine) within a year. Three required colectomy within a year and 5 in long term. Four (8%) developed nonserious adverse reactions and switched to 5-aminosalicylates (5-ASA) by 1 year. The median duration of long-term follow-up was 36 months (range, 2-205 months) with 28 requiring treatment escalation in long term. CONCLUSIONS SZ suspension is a safe and effective treatment for UC in children with difficulty swallowing a pill. The 1-year remission rate on this treatment is comparable to 5-ASA utilized in children.
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Affiliation(s)
- Ishrat Mansuri
- From the Division of Gastroenterology, Boston Children's Hospital, Boston, MA
| | - Sophia Wang
- From the Division of Gastroenterology, Boston Children's Hospital, Boston, MA
| | - Paul A Rufo
- From the Division of Gastroenterology, Boston Children's Hospital, Boston, MA
| | - Enju Liu
- From the Division of Gastroenterology, Boston Children's Hospital, Boston, MA
- the Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA
| | - Christina Chan
- the Institutional Centers for Clinical and Translational Research, Boston Children's Hospital, Boston, MA
| | - Athos Bousvaros
- From the Division of Gastroenterology, Boston Children's Hospital, Boston, MA
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15
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Venkateswaran S, Somineni HK, Matthews JD, Kilaru V, Hyams JS, Denson LA, Kellamayer R, Gibson G, Cutler DJ, Conneely KN, Smith AK, Kugathasan S. Longitudinal DNA methylation profiling of the rectal mucosa identifies cell-specific signatures of disease status, severity and clinical outcomes in ulcerative colitis cell-specific DNA methylation signatures of UC. Clin Epigenetics 2023; 15:50. [PMID: 36964596 PMCID: PMC10039532 DOI: 10.1186/s13148-023-01462-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 03/07/2023] [Indexed: 03/26/2023] Open
Abstract
BACKGROUND In peripheral blood, DNA methylation (DNAm) patterns in inflammatory bowel disease patients reflect inflammatory status rather than disease status. Here, we examined DNAm in diseased rectal mucosa from ulcerative colitis (UC) patients, focusing on constituent cell types with the goal of identifying therapeutic targets for UC other than the immune system. We profiled DNAm of rectal mucosal biopsies of pediatric UC at diagnosis (n = 211) and non-IBD control (n = 85) patients and performed epigenome-wide association studies (EWAS) of specific cell types to understand DNAm changes in epithelial, immune and fibroblast cells across disease states, course, and clinical outcomes. We also examined longitudinal analysis on follow-up samples (n = 73), and comparisons were made among patients with clinical outcomes including those undergoing colectomy versus those who did not. Additionally, we included RNA-seq from the same subjects to assess the impact of CpG sites on the transcription of nearby genes during the disease course. RESULTS At diagnosis, UC rectal mucosa exhibited a lower proportion of epithelial cells and fibroblasts, and higher proportion of immune cells, in conjunction with variation in the DNAm pattern. While treatment had significant effects on the methylation signature of immune cells, its effects on fibroblasts and epithelial cells were attenuated. Individuals who required colectomy exhibited cell composition and DNAm patterns at follow-up more similar to disease onset than patients who did not require colectomy. Combining these results with gene expression profiles, we identify CpG sites whose methylation patterns are most consistent with a contribution to poor disease outcomes and could thus be potential therapeutic targets. CONCLUSIONS Cell-specific epigenetic changes in the rectal mucosa in UC are associated with disease severity and outcome. Current therapeutics may more effectively target the immune than the epithelial and fibroblast compartments.
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Affiliation(s)
- Suresh Venkateswaran
- Division of Pediatric Gastroenterology, Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, 1760 Haygood Drive, W-427, Atlanta, GA, 30322, USA
| | - Hari K Somineni
- Division of Pediatric Gastroenterology, Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, 1760 Haygood Drive, W-427, Atlanta, GA, 30322, USA
| | - Jason D Matthews
- Division of Pediatric Gastroenterology, Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, 1760 Haygood Drive, W-427, Atlanta, GA, 30322, USA
| | - Varun Kilaru
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Jeffrey S Hyams
- Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children's Medical Center, Hartford, CT, USA
| | - Lee A Denson
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Richard Kellamayer
- Section of Pediatric Gastroenterology, Texas Children's Hospital Baylor College of Medicine, Houston, TX, USA
| | - Greg Gibson
- Center for Integrative Genomics, Georgia Institute of Technology, Atlanta, GA, USA
| | - David J Cutler
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - Karen N Conneely
- Department of Human Genetics, Emory University, Atlanta, GA, USA
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA
| | - Alicia K Smith
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, USA
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA
- Department of Psychiatry and Behavioral Sciences, Emory University, Atlanta, GA, USA
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, 1760 Haygood Drive, W-427, Atlanta, GA, 30322, USA.
- Department of Human Genetics, Emory University, Atlanta, GA, USA.
- Genetics and Molecular Biology Program, Emory University, Atlanta, GA, USA.
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16
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Simon DA, Kellermayer R. Disturbed Pediatric Gut Microbiome Maturation in the Developmental Origins of Subsequent Chronic Disease. J Pediatr Gastroenterol Nutr 2023; 76:123-127. [PMID: 36705694 DOI: 10.1097/mpg.0000000000003664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The microbiome is known to play an important role in the development and maintenance of human health. During early childhood the gut microbiome undergoes a rapid evolution, making this developmental window most susceptible to microbial manipulation and, therefore, most vulnerable to environmental stimuli. Such stimuli may induce persistent alterations (or dysbiosis) in microbiome and/or host physiology, thereby resulting in susceptibility to subsequent disease development. This phenomenon is frequently described as "the microbial developmental origins of disease." In this topic of the month, we call attention to the microbial developmental origins of disease by examining the potential for childhood antibiotic exposures and appendectomy (ie, inducers of dysbiosis) to influence the pathogenesis of certain multifactorial, common diseases (eg, celiac disease, inflammatory bowel disease, obesity), especially those with increasing incidence worldwide. We conclude that fully appreciating the critical components in the microbial developmental origins of common chronic disorders is a major task ahead of pediatric gastroenterologists in the 21st century. Such information will be key in working to prevent numerous common and emerging disorders.
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Affiliation(s)
- David Aaron Simon
- From the Division of Pediatric Gastroenterology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Richard Kellermayer
- From the Division of Pediatric Gastroenterology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX
- the USDA/ARS Children's Nutrition Research Center, Houston, TX
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17
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Haasnoot ML, Mookhoek A, Duijvestein M, D’Haens GRAM, Bredenoord AJ. Prognostic Value of Colonic Tissue and Blood Eosinophils in Ulcerative Colitis. Inflamm Bowel Dis 2023; 29:62-69. [PMID: 35275200 PMCID: PMC9825288 DOI: 10.1093/ibd/izac044] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Indexed: 02/05/2023]
Abstract
BACKGROUND It has been suggested that eosinophils may be a prognostic marker of disease outcome in ulcerative colitis (UC), but conflicting data exist. The objective was to investigate the extent of mucosal eosinophils and peripheral blood eosinophil count in newly diagnosed UC patients and to investigate its predictive value in short- and long-term disease outcomes. METHODS The degree of eosinophilia in baseline colonic biopsies and blood of newly diagnosed UC patients was retrospectively analyzed. It was investigated if tissue and blood eosinophilia could be a marker of a severe phenotype of UC, defined as the need for corticosteroids or immunomodulators in the first year or treatment with therapeutic monoclonal antibodies or colectomy during follow-up. Time to therapeutic monoclonal antibodies and time to colectomy were also evaluated as outcomes. RESULTS There were 103 UC patients (median age 26 years) included. Median tissue peak eosinophil count (PEC) was 70.0 and median peripheral blood eosinophil count was 0.3 × 109/L at diagnosis. Tissue PEC (r = -0.161, P = .104) and blood eosinophil count (r = 0.022, P = .877) were not correlated with the severity of histologic inflammation. Logistic regression analyses did not identify PEC and blood eosinophil count as predictors of more severe disease outcomes. Tissue PEC and peripheral blood eosinophil count did not predict the time the initiation of therapeutic monoclonal antibodies or colectomy. CONCLUSION Baseline tissue or peripheral blood eosinophils are not markers of disease activity and cannot be used as a predictor of severe disease outcomes in both adults and children with UC.
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Affiliation(s)
- Maria L Haasnoot
- Address correspondence to: M.L. Haasnoot, MD, Department of Gastroenterology & Hepatology, Amsterdam UMC, Location AMC, PO Box 22660, 1100 DD Amsterdam, the Netherlands ()
| | - Aart Mookhoek
- Department of Pathology, Amsterdam UMC, Amsterdam, the Netherlands
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Marjolijn Duijvestein
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Amsterdam, the Netherlands
- Department of Gastroenterology and Hepatology, Radboudumc, Nijmegen, the Netherlands
| | - Geert R A M D’Haens
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Amsterdam, the Netherlands
| | - Albert J Bredenoord
- Department of Gastroenterology & Hepatology, Amsterdam UMC, Amsterdam, the Netherlands
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18
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Lee WS, Arai K, Alex G, Treepongkaruna S, Kim KM, Choong CL, Mercado KS, Darma A, Srivastava A, Aw MM, Huang J, Ni YH, Malik R, Tanpowpong P, Tran HN, Ukarapol N. Medical Management of Pediatric Inflammatory Bowel Disease (PIBD) in the Asia Pacific Region: A Position Paper by the Asian Pan-Pacific Society for Pediatric Gastroenterology, Hepatology, and Nutrition (APPSPGHAN) PIBD Working Group. J Gastroenterol Hepatol 2022; 38:523-538. [PMID: 36574956 DOI: 10.1111/jgh.16097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 11/08/2022] [Accepted: 12/25/2022] [Indexed: 12/29/2022]
Abstract
Pediatric inflammatory bowel disease (PIBD) is rising rapidly in many industrialised and affluent areas in the Asia Pacific region. Current available guidelines, mainly from Europe and North America, may not be completely applicable to clinicians caring for children with PIBD in this region due to differences in disease characteristics and regional resources constraints. This position paper is an initiative from the Asian Pan-Pacific Society for Pediatric Gastroenterology, Hepatology and Nutrition (APPSPGHAN) with the aim of providing an up-to-date, evidence-based approach to PIBD in the Asia Pacific region, taking into consideration the unique disease characteristics and financial resources available in this region. A group of pediatric gastroenterologists with special interest in PIBD performed an extensive literature search covering epidemiology, disease characteristics and natural history, management and monitoring. Gastrointestinal infections, including tuberculosis, need to be excluded before diagnosing IBD. In some populations in Asia, the Nudix Hydrolase 15 (NUD15) gene is a better predictor of leukopenia induced by azathioprine than thiopurine-S-methyltransferase (TPMT). The main considerations in the use of biologics in the Asia Pacific region are high cost, ease of access, and potential infectious risk, especially tuberculosis. Conclusion: This position paper provides a useful guide to clinicians in the medical management of children with PIBD in the Asia Pacific region.
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Affiliation(s)
- Way Seah Lee
- Department of Paediatrics, Faculty of Medicine, University Malaya, Kuala Lumpur, Malaysia
| | - Katsuhiro Arai
- Center for Pediatric Inflammatory Bowel Disease, National Center for Child Health and Development, Tokyo, Japan
| | - George Alex
- Department of Gastroenterology and Nutrition, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Suporn Treepongkaruna
- Division of Gastroenterology, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Kyung Mo Kim
- Department of Pediatrics, Asan Medical Center Children's Hospital, University of Ulsan College of Medicine, Seoul, Korea
| | - Chee Liang Choong
- Department of Paediatrics, Faculty of Medicine, University Malaya, Kuala Lumpur, Malaysia
| | - Karen Sc Mercado
- Makati Medical Center and The Medical City, Philippine Society for Pediatric Gastroenterology, Hepatology and Nutrition, Manila, Philippines
| | - Andy Darma
- Department of Child Health, Dr. Soetomo General Hospital, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | - Anshu Srivastava
- Department of Paediatric Gastroenterology, Sanjay Gandhi Post Graduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Marion M Aw
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - James Huang
- Division of Paediatric Gastroenterology, Nutrition, Hepatology and Liver Transplantation, Department of Paediatrics, National University Hospital, Singapore
| | - Yen Hsuan Ni
- National Taiwan University College of Medicine, Taiwan
| | - Rohan Malik
- Department of Pediatrics, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Pornthep Tanpowpong
- Department of Pediatrics, Faculty of Medicine Ramathibodi, Mahidol University, Bangkok, Thailand
| | - Hong Ngoc Tran
- Department of Gastroenterology, Children's Hospital # 1, Ho Chi Minh City, Vietnam
| | - Nuthapong Ukarapol
- Department of Pediatric Gastroenterology and Hepatology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
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19
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Mookhoek A, Haasnoot ML, Bredenoord AJ, Ma C, Jairath V, Pai RK. The Clinical Significance of Eosinophils in Ulcerative Colitis: A Systematic Review. J Crohns Colitis 2022; 16:1321-1334. [PMID: 35136998 DOI: 10.1093/ecco-jcc/jjac024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/30/2021] [Accepted: 02/04/2022] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Ulcerative colitis [UC] is characterised by an unpredictable disease course and variable response to therapy. Recent studies suggest a role for eosinophils in both pathogenesis and predicting treatment response. The goal of this study was to determine the association between eosinophils and clinical outcomes in UC. METHODS A systematic review of the literature from database inception to May 2021 was performed to identify all studies evaluating the relationship between eosinophils and/or eosinophil-derived proteins [EDPs] and clinical outcomes, such as disease activity, clinical relapse, severity of disease, and response to treatment. RESULTS A total of 55 studies were identified. Of these, 34 studies evaluated the relationship between eosinophils in colonic tissue and outcomes and 15 in blood. Eighteen studies assessed the relationship between EDPs and outcomes. In 25 of 34 studies, a positive correlation between eosinophils and/or EDPs and disease activity was reported, three studies found a negative correlation, and nine studies found no correlation. Positive correlations between eosinophils and clinical relapse were shown in four of nine studies, and with disease outcome severity in five of seven studies. Four of 15 studies showed that subjects with higher eosinophil levels had a poor response to treatment. CONCLUSIONS These findings suggest that higher eosinophil levels may be associated with increased disease activity and poorer clinical outcomes and response to therapy. Future studies are needed to determine whether a distinct eosinophil-rich UC phenotype exists and whether eosinophil-targeted therapy can alter the disease course.
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Affiliation(s)
- Aart Mookhoek
- Institute of Pathology, University of Bern, Bern, Switzerland
| | - Maria L Haasnoot
- Department of Gastroenterology, Amsterdam Medical Center, Amsterdam, The Netherlands
| | - Albert J Bredenoord
- Department of Gastroenterology, Amsterdam Medical Center, Amsterdam, The Netherlands
| | - Christopher Ma
- Department of Gastroenterology and Hepatology, University of Calgary, Calgary, AB, Canada.,Medical Research & Development, Alimentiv Inc., London, ON, Canada
| | - Vipul Jairath
- Medical Research & Development, Alimentiv Inc., London, ON, Canada.,Department of Medicine, University of Western Ontario, London, ON, Canada
| | - Rish K Pai
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Scottsdale, AZ, USA
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20
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Clarkston K, Karns R, Jegga AG, Sharma M, Fox S, Ojo BA, Minar P, Walters TD, Griffiths AM, Mack DR, Boyle B, LeLeiko NS, Markowitz J, Rosh JR, Patel AS, Shah S, Baldassano RN, Pfefferkorn M, Sauer C, Kugathasan S, Haberman Y, Hyams JS, Denson LA, Rosen MJ. Targeted Assessment of Mucosal Immune Gene Expression Predicts Clinical Outcomes in Children with Ulcerative Colitis. J Crohns Colitis 2022; 16:1735-1750. [PMID: 35665804 PMCID: PMC9683081 DOI: 10.1093/ecco-jcc/jjac075] [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: 12/13/2022]
Abstract
BACKGROUND AND AIMS We aimed to determine whether a targeted gene expression panel could predict clinical outcomes in paediatric ulcerative colitis [UC] and investigated putative pathogenic roles of predictive genes. METHODS In total, 313 rectal RNA samples from a cohort of newly diagnosed paediatric UC patients (PROTECT) were analysed by a real-time PCR microfluidic array for expression of type 1, 2 and 17 inflammation genes. Associations between expression and clinical outcomes were assessed by logistic regression. Identified prognostic markers were further analysed using existing RNA sequencing (RNA-seq) data sets and tissue immunostaining. RESULTS IL13RA2 was associated with a lower likelihood of corticosteroid-free remission (CSFR) on mesalamine at week 52 (p = .002). A model including IL13RA2 and only baseline clinical parameters was as accurate as an established clinical model, which requires week 4 remission status. RORC was associated with a lower likelihood of colectomy by week 52. A model including RORC and PUCAI predicted colectomy by 52 weeks (area under the receiver operating characteristic curve 0.71). Bulk RNA-seq identified IL13RA2 and RORC as hub genes within UC outcome-associated expression networks related to extracellular matrix and innate immune response, and lipid metabolism and microvillus assembly, respectively. Adult UC single-cell RNA-seq data revealed IL13RA2 and RORC co-expressed genes were localized to inflammatory fibroblasts and undifferentiated epithelial cells, respectively, which was supported by protein immunostaining. CONCLUSION Targeted assessment of rectal mucosal immune gene expression predicts 52-week CSFR in treatment-naïve paediatric UC patients. Further exploration of IL-13Rɑ2 as a therapeutic target in UC and future studies of the epithelial-specific role of RORC in UC pathogenesis are warranted.
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Affiliation(s)
- Kathryn Clarkston
- Division of Gastroenterology, Hepatology and Nutrition,Division of Pediatric Gastroenterology, Children’s Mercy Hospital, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
| | - Rebekah Karns
- Division of Gastroenterology, Hepatology and Nutrition
| | - Anil G Jegga
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Mihika Sharma
- Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Sejal Fox
- Division of Gastroenterology, Hepatology and Nutrition
| | - Babajide A Ojo
- Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Phillip Minar
- Division of Gastroenterology, Hepatology and Nutrition,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Thomas D Walters
- Division of Pediatric Gastroenterology, Hospital for Sick Children, Toronto, ON, Canada
| | - Anne M Griffiths
- Division of Pediatric Gastroenterology, Hospital for Sick Children, Toronto, ON, Canada
| | - David R Mack
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Eastern Ontario and University of Ottawa, Ottawa, ON, Canada
| | - Brendan Boyle
- Division of Gastroenterology, Hepatology, and Nutrition, Nationwide Children’s Hospital, Columbus, OH, USA
| | - Neal S LeLeiko
- Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons and NewYork-Presbyterian Morgan Stanley Children’s Hospital, New York, NY, USA
| | - James Markowitz
- Division of Gastroenterology, Hepatology, and Nutrition, Cohen Children’s Medical Center of New York, New Hyde Park, NY, USA
| | - Joel R Rosh
- Division of Gastroenterology, Hepatology, and Nutrition, Goryeb Children’s Hospital, Atlantic Health, Morristown, NJ, USA
| | - Ashish S Patel
- Division of Gastroenterology, Phoenix Children’s Hospital, Phoenix, AZ, USA
| | - Sapana Shah
- Division of Gastroenterology, Hepatology and Nutrition, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - Robert N Baldassano
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Marian Pfefferkorn
- Division of Gastroenterology, Hepatology, and Nutrition, Riley Children’s Hospital, Indianapolis, IN, USA
| | - Cary Sauer
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Subra Kugathasan
- Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Emory University and Children’s Healthcare of Atlanta, Atlanta, GA, USA
| | - Yael Haberman
- Division of Gastroenterology, Hepatology and Nutrition,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA,Sheba Medical Center, Tel Hashomer, Israel
| | - Jeffrey S Hyams
- Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children’s Medical Center, Hartford, CT, USA
| | - Lee A Denson
- Division of Gastroenterology, Hepatology and Nutrition,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Michael J Rosen
- Corresponding author: Michael J. Rosen, MD, MSCI, Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University School of Medicine, 750 Welch Rd, Suite 116, Palo Alto, CA 94304, USA. E-mail:
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21
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A systems genomics approach to uncover patient-specific pathogenic pathways and proteins in ulcerative colitis. Nat Commun 2022; 13:2299. [PMID: 35484353 PMCID: PMC9051123 DOI: 10.1038/s41467-022-29998-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 04/06/2022] [Indexed: 12/11/2022] Open
Abstract
We describe a precision medicine workflow, the integrated single nucleotide polymorphism network platform (iSNP), designed to determine the mechanisms by which SNPs affect cellular regulatory networks, and how SNP co-occurrences contribute to disease pathogenesis in ulcerative colitis (UC). Using SNP profiles of 378 UC patients we map the regulatory effects of the SNPs to a human signalling network containing protein-protein, miRNA-mRNA and transcription factor binding interactions. With unsupervised clustering algorithms we group these patient-specific networks into four distinct clusters driven by PRKCB, HLA, SNAI1/CEBPB/PTPN1 and VEGFA/XPO5/POLH hubs. The pathway analysis identifies calcium homeostasis, wound healing and cell motility as key processes in UC pathogenesis. Using transcriptomic data from an independent patient cohort, with three complementary validation approaches focusing on the SNP-affected genes, the patient specific modules and affected functions, we confirm the regulatory impact of non-coding SNPs. iSNP identified regulatory effects for disease-associated non-coding SNPs, and by predicting the patient-specific pathogenic processes, we propose a systems-level way to stratify patients. Single Nucleotide Polymorphisms (SNPs) affect cellular regulatory networks, and SNP co-occurrences contribute to disease pathogenesis in ulcerative colitis (UC). Here the authors introduce iSNP, a precision medicine pipeline that combines genomics and network biology approaches to uncover patient specific pathways affected in complex diseases.
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22
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Vande Casteele N, Leighton JA, Pasha SF, Cusimano F, Mookhoek A, Hagen CE, Rosty C, Pai RK, Pai RK. Utilizing Deep Learning to Analyze Whole Slide Images of Colonic Biopsies for Associations Between Eosinophil Density and Clinicopathologic Features in Active Ulcerative Colitis. Inflamm Bowel Dis 2022; 28:539-546. [PMID: 34106256 DOI: 10.1093/ibd/izab122] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Eosinophils have been implicated in the pathogenesis of ulcerative colitis and have been associated with disease course and therapeutic response. However, associations between eosinophil density, histologic activity, and clinical features have not been rigorously studied. METHODS A deep learning algorithm was trained to identify eosinophils in colonic biopsies and validated against pathologists' interpretations. The algorithm was applied to sigmoid colon biopsies from a cross-sectional cohort of 88 ulcerative colitis patients with histologically active disease as measured by the Geboes score and Robarts histopathology index (RHI). Associations between eosinophil density, histologic activity, and clinical features were determined. RESULTS The eosinophil deep learning algorithm demonstrated almost perfect agreement with manual eosinophil counts determined by 4 pathologists (interclass correlation coefficients: 0.805-0.917). Eosinophil density varied widely across patients (median 113.5 cells per mm2, interquartile range 108.9). There was no association between eosinophil density and RHI (P = 0.5). Significant differences in eosinophil density were seen between patients with Montreal E3 vs E2 disease (146.2 cells per mm2 vs 88.2 cells per mm2, P = 0.005). Patients on corticosteroids had significantly lower eosinophil density (62.9 cells per mm2 vs 124.1 cells per mm2, P = 0.006). No association between eosinophil density and biologic use was observed (P = 0.5). CONCLUSIONS We developed a deep learning algorithm to quantify eosinophils in colonic biopsies. Eosinophil density did not correlate with histologic activity but did correlate with disease extent and corticosteroid use. Future studies applying this algorithm in larger cohorts with longitudinal follow-up are needed to further elucidate the role of eosinophils in ulcerative colitis.
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Affiliation(s)
- Niels Vande Casteele
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jonathan A Leighton
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Shabana F Pasha
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Frank Cusimano
- Division of Gastroenterology and Hepatology, Mayo Clinic Arizona, Scottsdale, Arizona, USA
| | - Aart Mookhoek
- Department of Pathology, VU Medical Center, Amsterdam, the Netherlands
| | - Catherine E Hagen
- Department of Pathology and Laboratory Medicine, Mayo Clinic Rochester, Rochester, Minnesota, USA
| | - Christophe Rosty
- Envoi Specialist Pathologists, Brisbane, Queensland, Australia.,Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - Reetesh K Pai
- Division of Gastroenterology, Hepatology, and Nutrition, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Rish K Pai
- Department of Pathology and Laboratory Medicine, Mayo Clinic Arizona, Scottsdale, Arizona, USA
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23
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Adler J, Lee GJ, Singer AAM. Do Not Stop Anti-TNF Medications in Children With IBD When They Are Working. Inflamm Bowel Dis 2022; 28:322-324. [PMID: 33835170 DOI: 10.1093/ibd/izab047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Indexed: 12/09/2022]
Affiliation(s)
- Jeremy Adler
- Division of Pediatric Gastroenterology, C.S. Mott Children's Hospital, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA.,Susan B. Meister Child Health Evaluation and Research Center, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Grace J Lee
- Division of Pediatric Gastroenterology, C.S. Mott Children's Hospital, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Andrew A M Singer
- Division of Pediatric Gastroenterology, C.S. Mott Children's Hospital, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
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24
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Gazouli M, Dovrolis N, Bourdakou MM, Gizis M, Kokkotis G, Kolios G, Michalopoulos G, Michopoulos S, Papaconstantinou I, Tzouvala M, Viazis N, Xourafas V, Zacharopoulou E, Zampeli E, Mantzaris G, Papatheodoridis G, Bamias G. Response to Anti-α4β7 Blockade in Patients With Ulcerative Colitis Is Associated With Distinct Mucosal Gene Expression Profiles at Baseline. Inflamm Bowel Dis 2022; 28:87-95. [PMID: 34042157 DOI: 10.1093/ibd/izab117] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Improving treatment outcomes with biological therapy is a demanding current need for patients with inflammatory bowel disease. Discovery of pretreatment prognostic indicators of response may facilitate patient selection and increase long-term remission rates. We aimed to identify baseline mucosal gene expression profiles with predictive value for subsequent response to or failure of treatment with the monoclonal antibody against integrin α4β7, vedolizumab, in patients with active ulcerative colitis (UC). METHODS Mucosal expression of 84 immunological and inflammatory genes was quantified in RNA extracted from colonic biopsies before vedolizumab commencement and compared between patients with or without response to treatment. Significantly differentiated genes were further validated in a larger patient cohort and within available public data sets, and their functional profiles were studied accordingly. RESULTS In the discovery cohort, we identified 21 genes with a statistically significant differential expression between 54-week responders and nonresponders to vedolizumab. Our validation study allowed us to recognize a "core" mucosal profile that was preserved in both discovery and validation cohorts and in the public database. The applied functional annotation and analysis revealed candidate dysregulated pathways in nonresponders to vedolizumab, including immune cell trafficking, TNF receptor superfamily members mediating noncanonical NF-kB pathway, in addition to interleukin signaling, MyD88 signaling, and toll-like receptors (TLRs) cascade. CONCLUSIONS Nonresponse to vedolizumab in UC is associated with specific pretreatment gene-expression mucosal signatures and dysregulation of particular immunological and inflammatory pathways. Baseline mucosal and/or systemic molecular profiling may help in the optimal stratification of patients to receive vedolizumab for active UC.
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Affiliation(s)
- Maria Gazouli
- Laboratory of Biology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | - Nikolas Dovrolis
- Laboratory of Pharmacology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Marilena M Bourdakou
- Laboratory of Pharmacology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Michalis Gizis
- GI Unit, 3rd Department of Internal Medicine, Sotiria General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Georgios Kokkotis
- GI Unit, 3rd Department of Internal Medicine, Sotiria General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - George Kolios
- Laboratory of Pharmacology, Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | | | | | - Ioannis Papaconstantinou
- Second Department of Surgery, National and Kapodistrian University of Athens, Medical School, Aretaieion University Hospital, Athens, Greece
| | - Maria Tzouvala
- Department of Gastroenterology, General Hospital Nikaias, Piraeus "Agios Panteleimon", Athens, Greece
| | - Nikos Viazis
- Department of Gastroenterology, GHA Evaggelismos, Opthalmiatreion Athinon-Polykliniki, Athens, Greece
| | - Vasilleios Xourafas
- GI Unit, 3rd Department of Internal Medicine, Sotiria General Hospital, National and Kapodistrian University of Athens, Athens, Greece
| | - Eirini Zacharopoulou
- Department of Gastroenterology, General Hospital Nikaias, Piraeus "Agios Panteleimon", Athens, Greece
| | - Evanthia Zampeli
- Department of Gastroenterology, Alexandra General Hospital, Athens, Greece
| | - Gerasimos Mantzaris
- Department of Gastroenterology, GHA Evaggelismos, Opthalmiatreion Athinon-Polykliniki, Athens, Greece
| | - George Papatheodoridis
- Department of Gastroenterology, Laiko General Hospital, Medical School of National and Kapodistrian University of Athens, Athens, Greece
| | - Giorgos Bamias
- GI Unit, 3rd Department of Internal Medicine, Sotiria General Hospital, National and Kapodistrian University of Athens, Athens, Greece
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25
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Abstract
Inflammatory bowel disease (IBD) describes a heterogenous group of diseases characterized by chronic inflammation of the intestinal tract. The IBD subtypes, Crohn's disease, ulcerative colitis, and IBD-Unspecified, each have characteristic features, but heterogeneity remains even among the subtypes. There has been an explosion of new knowledge on the possible pathogenesis of IBD over the last 2 decades mirroring innovation and refinement in technology, particularly the generation of large scale - "-omic" data. This knowledge has fostered a veritable renaissance of novel diagnostics, prognostics, and therapeutics, with patients with IBD seeing hope bloom in the increasingly large armamentarium of IBD therapies. However, while there are increased numbers of therapies and more pathways being targeted, the number of medications for IBD is still finite and the efficacy has reached a plateau. Precision medicine (PM) is much needed to rationally select and optimize IBD therapies in the new reality of wider but still limited choice with a concurrent, increasingly fine resolution on the significance and utility of clinical, genetic, microbial, and proteomic characteristics that define individual patients. PM is a rapidly changing art, but this review will strive to detail the current state and future directions of PM in pediatric IBD.
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26
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Gordon IO, Abushamma S, Kurowski JA, Holubar SD, Kou L, Lyu R, Rieder F. Paediatric Ulcerative Colitis Is a Fibrotic Disease and Is Linked with Chronicity of Inflammation. J Crohns Colitis 2021; 16:804-821. [PMID: 34849664 PMCID: PMC9228908 DOI: 10.1093/ecco-jcc/jjab216] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 10/20/2021] [Accepted: 11/25/2021] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND AIMS Intestinal fibrosis has recently been characterised in adult ulcerative colitis and may affect motility, diarrhoea, and the symptom of urgency. We aimed to charactersze the presence of fibrosis in paediatric patients with ulcerative colitis, and its link to severity and chronicity of mucosal inflammation, as well as clinical factors of severity. METHODS We performed a single-centre cross-sectional study in children ages 1-18 years with ulcerative colitis, undergoing colectomy or proctocolectomy. Tissue cross-sections were derived from proximal, mid, and distal colon and rectum, and inflammation and fibrosis were graded based on previously developed scores. Clinical data were collected prospectively. RESULTS From 62 patients, 205 intestinal sections were evaluated. Median age at diagnosis was 13 years, 100% had extensive colitis, and all resections were done for refractory disease. The presence, chronicity, and degree of inflammation were linked with the presence of fibrosis. Thickness of the muscularis mucosa was also linked with presence and chronicity of inflammation. The overall submucosal fibrosis burden was associated with prior anti-tumour necrosis factor use. CONCLUSIONS Paediatric patients with ulcerative colitis exhibit colorectal submucosal fibrosis and muscularis mucosa thickening, which correlate with the presence, chronicity, and degree of mucosal inflammation. Fibrosis should be recognised as a complication of paediatric ulcerative colitis, and ulcerative colitis should be considered a progressive disease.
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Affiliation(s)
- Ilyssa O Gordon
- Department of Pathology, Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Suha Abushamma
- Department of Gastroenterology, Washington University School of Medicine, Barnes Jewish Hospital, St Louis, MO,USA
| | - Jacob A Kurowski
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Stefan D Holubar
- Department of Colorectal Surgery, Digestive Diseases and Surgery Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Lei Kou
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Ruishen Lyu
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Florian Rieder
- Corresponding author: Florian Rieder, MD, Department of Gastroenterology, Hepatology and Nutrition, Digestive Diseases and Surgery Institute, 9500 Euclid Avenue – A3, Cleveland, OH, 44195, USA. Tel.: +1 [216] 445 4916; fax: +1 [216] 636 0104;
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27
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Mo A, Nagpal S, Gettler K, Haritunians T, Giri M, Haberman Y, Karns R, Prince J, Arafat D, Hsu NY, Chuang LS, Argmann C, Kasarskis A, Suarez-Farinas M, Gotman N, Mengesha E, Venkateswaran S, Rufo PA, Baker SS, Sauer CG, Markowitz J, Pfefferkorn MD, Rosh JR, Boyle BM, Mack DR, Baldassano RN, Shah S, LeLeiko NS, Heyman MB, Griffiths AM, Patel AS, Noe JD, Davis Thomas S, Aronow BJ, Walters TD, McGovern DPB, Hyams JS, Kugathasan S, Cho JH, Denson LA, Gibson G. Stratification of risk of progression to colectomy in ulcerative colitis via measured and predicted gene expression. Am J Hum Genet 2021; 108:1765-1779. [PMID: 34450030 DOI: 10.1016/j.ajhg.2021.07.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 07/26/2021] [Indexed: 12/13/2022] Open
Abstract
An important goal of clinical genomics is to be able to estimate the risk of adverse disease outcomes. Between 5% and 10% of individuals with ulcerative colitis (UC) require colectomy within 5 years of diagnosis, but polygenic risk scores (PRSs) utilizing findings from genome-wide association studies (GWASs) are unable to provide meaningful prediction of this adverse status. By contrast, in Crohn disease, gene expression profiling of GWAS-significant genes does provide some stratification of risk of progression to complicated disease in the form of a transcriptional risk score (TRS). Here, we demonstrate that a measured TRS based on bulk rectal gene expression in the PROTECT inception cohort study has a positive predictive value approaching 50% for colectomy. Single-cell profiling demonstrates that the genes are active in multiple diverse cell types from both the epithelial and immune compartments. Expression quantitative trait locus (QTL) analysis identifies genes with differential effects at baseline and week 52 follow-up, but for the most part, differential expression associated with colectomy risk is independent of local genetic regulation. Nevertheless, a predicted polygenic transcriptional risk score (PPTRS) derived by summation of transcriptome-wide association study (TWAS) effects identifies UC-affected individuals at 5-fold elevated risk of colectomy with data from the UK Biobank population cohort studies, independently replicated in an NIDDK-IBDGC dataset. Prediction of gene expression from relatively small transcriptome datasets can thus be used in conjunction with TWASs for stratification of risk of disease complications.
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Affiliation(s)
- Angela Mo
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Sini Nagpal
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Kyle Gettler
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Mamta Giri
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Yael Haberman
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Sheba Medical Center, Tel Hashomer, Tel Aviv University, Tel Aviv 5265601, Israel
| | - Rebekah Karns
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dalia Arafat
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nai-Yun Hsu
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Ling-Shiang Chuang
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Carmen Argmann
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Andrew Kasarskis
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Mayte Suarez-Farinas
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Nathan Gotman
- University of North Carolina, Chapel Hill, NC 27516, USA
| | - Emebet Mengesha
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | | | - Paul A Rufo
- Harvard University-Children's Hospital Boston, Boston, MA 02115, USA
| | - Susan S Baker
- Women & Children's Hospital of Buffalo, Buffalo, NY 14222, USA
| | | | - James Markowitz
- Cohen Children's Medical Center of New York, New Hyde Park, NY 11040, USA
| | | | - Joel R Rosh
- Goryeb Children's Hospital-Atlantic Health, Morristown, NJ 07960, USA
| | | | - David R Mack
- Children's Hospital of East Ontario, Ottawa, ON K1P 1J1, Canada
| | | | - Sapana Shah
- Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA 15224, USA
| | - Neal S LeLeiko
- Department of Pediatrics, Columbia University, New York City, NY 10032, USA
| | - Melvin B Heyman
- University of California at San Francisco, San Francisco, CA 94143, USA
| | | | | | - Joshua D Noe
- Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | | | - Bruce J Aronow
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Jeffrey S Hyams
- Connecticut Children's Medical Center, Hartford, CT 06106, USA
| | | | - Judy H Cho
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Lee A Denson
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Greg Gibson
- Georgia Institute of Technology, Atlanta, GA 30332, USA.
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28
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Javaid A, Shahab O, Adorno W, Fernandes P, May E, Syed S. Machine Learning Predictive Outcomes Modeling in Inflammatory Bowel Diseases. Inflamm Bowel Dis 2021; 28:819-829. [PMID: 34417815 PMCID: PMC9165557 DOI: 10.1093/ibd/izab187] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Indexed: 12/14/2022]
Abstract
There is a rising interest in use of big data approaches to personalize treatment of inflammatory bowel diseases (IBDs) and to predict and prevent outcomes such as disease flares and therapeutic nonresponse. Machine learning (ML) provides an avenue to identify and quantify features across vast quantities of data to produce novel insights in disease management. In this review, we cover current approaches in ML-driven predictive outcomes modeling for IBD and relate how advances in other fields of medicine may be applied to improve future IBD predictive models. Numerous studies have incorporated clinical, laboratory, or omics data to predict significant outcomes in IBD, including hospitalizations, outpatient corticosteroid use, biologic response, and refractory disease after colectomy, among others, with considerable health care dollars saved as a result. Encouraging results in other fields of medicine support efforts to use ML image analysis-including analysis of histopathology, endoscopy, and radiology-to further advance outcome predictions in IBD. Though obstacles to clinical implementation include technical barriers, bias within data sets, and incongruence between limited data sets preventing model validation in larger cohorts, ML-predictive analytics have the potential to transform the clinical management of IBD. Future directions include the development of models that synthesize all aforementioned approaches to produce more robust predictive metrics.
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Affiliation(s)
- Aamir Javaid
- Division of Pediatric Gastroenterology and Hepatology, Department of Pediatrics, University of Virginia, Charlottesville, VA, USA
| | - Omer Shahab
- Division of Gastroenterology and Hepatology, Department of Medicine, Virginia Commonwealth University, Richmond, VA, USA
| | - William Adorno
- School of Data Science, University of Virginia, Charlottesville, VA, USA
| | - Philip Fernandes
- Division of Pediatric Gastroenterology and Hepatology, Department of Pediatrics, University of Virginia, Charlottesville, VA, USA
| | - Eve May
- Division of Gastroenterology and Hepatology, Department of Pediatrics, Children’s National Hospital, Washington, DC, USA
| | - Sana Syed
- Division of Pediatric Gastroenterology and Hepatology, Department of Pediatrics, University of Virginia, Charlottesville, VA, USA,School of Data Science, University of Virginia, Charlottesville, VA, USA,Address Correspondence to: Sana Syed, MD, MSCR, MSDS, Division of Pediatric Gastroenterology and Hepatology, Department of Pediatrics, University of Virginia, 409 Lane Rd, Room 2035B, Charlottesville, VA, 22908, USA ()
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29
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Yoon JY, Cha JM, Lee CK, Park YS, Huh KC, Shin JE, Kim YS, Eun CS, Yoon SM, Cheon JH, Park YS, Ye BD, Lee Y, Kim Y, Kim HJ. Early course of newly diagnosed moderate-to-severe ulcerative colitis in Korea: Results from a hospital-based inception cohort study (MOSAIK). J Gastroenterol Hepatol 2021; 36:2149-2156. [PMID: 33555067 DOI: 10.1111/jgh.15435] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/12/2021] [Accepted: 02/03/2021] [Indexed: 12/30/2022]
Abstract
BACKGROUND AND AIM No inception cohort study has ever evaluated the early course of moderate-to-severe ulcerative colitis (UC) within 1 year of diagnosis in the non-Caucasian population. We aimed to investigate the early clinical course of moderate-to-severe UC patients in terms of remission, relapse, UC-related hospitalizations, colectomy, mortality, and overall use of medications. METHODS In the MOSAIK inception cohort, which is an ongoing multicenter, prospective, hospital-based, observational cohort, 354 patients with moderate-to-severe UC were followed up for 1 year. Main outcomes of UC and predictive factors for medication use over the course of 1 year were evaluated. RESULT Among 354 patients, 276 (78.0%) patients were followed up for 1 year. The rates of remission, relapse, UC-related hospitalizations, and proximal disease extension were 95.3%, 39.6%, 15.2%, and 12.3%, respectively. Systemic corticosteroids, thiopurines, and biologics were administered to 61.2%, 30.4%, and 10.5% of patients, respectively, throughout 1 year. One year after, 58.2% patients experienced remission or mild endoscopic activity. Overall disease courses did not show much difference according to moderate or severe disease activity at baseline. In addition, no colectomy and mortality were observed for 1 year. Predictive factors for medication use included disease severity, disease extent, endoscopic severity, and presence of periappendiceal inflammation at baseline for corticosteroid, disease extent and initial corticosteroid use for thiopurine, and only initial corticosteroid use for biologics. CONCLUSION Korean patients with moderate-to-severe UC may have more favorable early outcomes than Western patients. However, outcomes of them need to be further looked into for a longer time.
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Affiliation(s)
- Jin Young Yoon
- Department of Internal Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Jae Myung Cha
- Department of Internal Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Chang Kyun Lee
- Department of Internal Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
| | - Young Sook Park
- Department of Internal Medicine, Eulji University School of Medicine, Eulji Hospital, Seoul, South Korea
| | - Kyu Chan Huh
- Division of Gastroenterology, Department of Internal Medicine, Konyang University Hospital, Konyang University College of Medicine, Daejeon, South Korea
| | - Jeong Eun Shin
- Department of Internal Medicine, Dankook University College of Medicine, Cheonan, South Korea
| | - You Sun Kim
- Department of Internal Medicine, Seoul Paik Hospital, Inje University College of Medicine, Seoul, South Korea
| | - Chang Soo Eun
- Department of Internal Medicine, Hanyang University Guri Hospital, Guri, South Korea
| | - Soon Man Yoon
- Department of Internal Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, South Korea
| | - Jae Hee Cheon
- Departments of Internal Medicine, Institute of Gastroenterology, Yonsei University College of Medicine, Seoul, South Korea
| | - Young Soo Park
- Department of Internal Medicine, Seoul National University, College of Medicine, Seoul National University Bundang Hospital, Seongnam-si, South Korea
| | - Byong Duk Ye
- Department of Gastroenterology and Inflammatory Bowel Disease Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - YoungJa Lee
- Clinical Research Team, Medical Affairs, Janssen Korea Ltd., Seoul, South Korea
| | - Youngdoe Kim
- Clinical Research Team, Medical Affairs, Janssen Korea Ltd., Seoul, South Korea
| | - Hyo Jong Kim
- Department of Internal Medicine, Kyung Hee University College of Medicine, Seoul, South Korea
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30
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Soomro S, Venkateswaran S, Vanarsa K, Kharboutli M, Nidhi M, Susarla R, Zhang T, Sasidharan P, Lee KH, Rosh J, Markowitz J, Pedroza C, Denson LA, Hyams J, Kugathasan S, Mohan C. Predicting disease course in ulcerative colitis using stool proteins identified through an aptamer-based screen. Nat Commun 2021; 12:3989. [PMID: 34183667 PMCID: PMC8239008 DOI: 10.1038/s41467-021-24235-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 06/04/2021] [Indexed: 12/19/2022] Open
Abstract
In the search for improved stool biomarkers for inflammatory bowel disease (IBD), an aptamer-based screen of 1129 stool proteins was conducted using stool samples from an IBD cohort. Here we report that of the 20 proteins subsequently validated by ELISA, stool Ferritin, Fibrinogen, Haptoglobin, Hemoglobin, Lipocalin-2, MMP-12, MMP-9, Myeloperoxidase, PGRP-S, Properdin, Resistin, Serpin A4, and TIMP-1 are significantly elevated in both ulcerative colitis (UC) and Crohn's disease (CD) compared to controls. When tested in a longitudinal cohort of 50 UC patients at 4 time-points, fecal Fibrinogen, MMP-8, PGRP-S, and TIMP-2 show the strongest positive correlation with concurrent PUCAI and PGA scores and are superior to fecal calprotectin. Unlike fecal calprotectin, baseline stool Fibrinogen, MMP-12, PGRP-S, TIMP-1, and TIMP-2 can predict clinical remission at Week-4. Here we show that stool proteins identified using the comprehensive aptamer-based screen are superior to fecal calprotectin alone in disease monitoring and prediction in IBD.
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Affiliation(s)
- Sanam Soomro
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Suresh Venkateswaran
- Department of Pediatrics, Emory University School of Medicine and Children Health Care of Atlanta, Atlanta, GA, USA
| | - Kamala Vanarsa
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Marwa Kharboutli
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Malavika Nidhi
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Ramya Susarla
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | - Ting Zhang
- Department Biomedical Engineering, University of Houston, Houston, TX, USA
| | | | - Kyung Hyun Lee
- Center for Clinical Research and Evidence-based Medicine, McGovern Medical School, UT Health Science Center at Houston, Houston, TX, USA
| | - Joel Rosh
- Division of Gastroenterology, Hepatology, and Nutrition, Goryeb Children's Hospital, Atlantic Health, Morristown, NJ, USA
| | - James Markowitz
- Division of Gastroenterology, Hepatology, and Nutrition, Cohen Children's Medical Center Of New York, New Hyde Park, NY, USA
| | - Claudia Pedroza
- Center for Clinical Research and Evidence-based Medicine, McGovern Medical School, UT Health Science Center at Houston, Houston, TX, USA
| | - Lee A Denson
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jeffrey Hyams
- Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children's Medical Center, Hartford, CT, USA
| | - Subra Kugathasan
- Department of Pediatrics, Emory University School of Medicine and Children Health Care of Atlanta, Atlanta, GA, USA.
- Department of Human Genetics, Emory University School of Medicine, Atlanta, GA, USA.
| | - Chandra Mohan
- Department Biomedical Engineering, University of Houston, Houston, TX, USA.
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31
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Hyams JS, Brimacombe M, Haberman Y, Walters T, Gibson G, Mo A, Mack D, Griffiths A, Boyle B, LeLeiko N, Markowitz J, Rosh J, Patel A, Shah S, Baldassano R, Pfefferkorn M, Sauer C, Dailey J, Venkateswaran S, Kugathasan S, Denson LA. Clinical and Host Biological Factors Predict Colectomy Risk in Children Newly Diagnosed With Ulcerative Colitis. Inflamm Bowel Dis 2021; 28:151-160. [PMID: 33904583 PMCID: PMC8804885 DOI: 10.1093/ibd/izab061] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND Develop a clinical and biological predictive model for colectomy risk in children newly diagnosed with ulcerative colitis (UC). METHODS This was a multicenter inception cohort study of children (ages 4-17 years) newly diagnosed with UC treated with standardized initial regimens of mesalamine or corticosteroids (CS) depending upon initial disease severity. Therapy escalation to immunomodulators or infliximab was based on predetermined criteria. Patients were phenotyped by clinical activity per the Pediatric Ulcerative Colitis Activity Index (PUCAI), disease extent, endoscopic/histologic severity, and laboratory markers. In addition, RNA sequencing defined pretreatment rectal gene expression and high density DNA genotyping by the Affymetrix UK Biobank Axiom Array. Coprimary outcomes were colectomy over 3 years and time to colectomy. Generalized linear models, Cox proportional hazards multivariate regression modeling, and Kaplan-Meier plots were used. RESULTS Four hundred twenty-eight patients (mean age 13 years) started initial theapy with mesalamine (n = 136), oral CS (n = 144), or intravenous CS (n = 148). Twenty-five (6%) underwent colectomy at ≤1 year, 33 (9%) at ≤2 years, and 35 (13%) at ≤3 years. Further, 32/35 patients who had colectomy failed infliximab. An initial PUCAI ≥ 65 was highly associated with colectomy (P = 0.0001). A logistic regression model predicting colectomy using the PUCAI, hemoglobin, and erythrocyte sedimentation rate had a receiver operating characteristic area under the curve of 0.78 (95% confidence interval [0.73, 0.84]). Addition of a pretreatment rectal gene expression panel reflecting activation of the innate immune system and response to external stimuli and bacteria to the clinical model improved the receiver operating characteristic area under the curve to 0.87 (95% confidence interval [0.82, 0.91]). CONCLUSIONS A small group of children newly diagnosed with severe UC still require colectomy despite current therapies. Our gene signature observations suggest additional targets for management of those patients not responding to current medical therapies.
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Affiliation(s)
- Jeffrey S Hyams
- Connecticut Children’s Medical Center, Hartford, Connecticut, USA,Address correspondence to: Jeffrey S. Hyams, MD, Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children’s Medical Center, Hartford, CT ()
| | | | - Yael Haberman
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA,Sheba Medical Center, Tel-HaShomer, affiliated with Tel-Aviv University, Ramat Gan, Israel
| | | | - Greg Gibson
- Georgia Tech University, Atlanta, Georgia, USA
| | - Angela Mo
- Georgia Tech University, Atlanta, Georgia, USA
| | - David Mack
- Children’s Hospital of Eastern Ontario and Department of Pediatrics, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | - Neal LeLeiko
- Hasbro Children’s Hospital, Providence, Rhode Island, USA
| | | | - Joel Rosh
- Goryeb Children’s Hospital, Morristown, New Jersey, USA
| | | | - Sapana Shah
- Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Robert Baldassano
- Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | | | | | - Joelynn Dailey
- Connecticut Children’s Medical Center, Hartford, Connecticut, USA
| | | | | | - Lee A Denson
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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32
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You K, Wang L, Chou CH, Liu K, Nakata T, Jaiswal A, Yao J, Lefkovith A, Omar A, Perrigoue JG, Towne JE, Regev A, Graham DB, Xavier RJ. QRICH1 dictates the outcome of ER stress through transcriptional control of proteostasis. Science 2021; 371:371/6524/eabb6896. [PMID: 33384352 DOI: 10.1126/science.abb6896] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 09/17/2020] [Accepted: 11/02/2020] [Indexed: 12/15/2022]
Abstract
Tissue homeostasis is perturbed in a diversity of inflammatory pathologies. These changes can elicit endoplasmic reticulum (ER) stress, protein misfolding, and cell death. ER stress triggers the unfolded protein response (UPR), which can promote recovery of ER proteostasis and cell survival or trigger programmed cell death. Here, we leveraged single-cell RNA sequencing to define dynamic transcriptional states associated with the adaptive versus terminal UPR in the mouse intestinal epithelium. We integrated these transcriptional programs with genome-scale CRISPR screening to dissect the UPR pathway functionally. We identified QRICH1 as a key effector of the PERK-eIF2α axis of the UPR. QRICH1 controlled a transcriptional program associated with translation and secretory networks that were specifically up-regulated in inflammatory pathologies. Thus, QRICH1 dictates cell fate in response to pathological ER stress.
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Affiliation(s)
- Kwontae You
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lingfei Wang
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | - Kai Liu
- Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Toru Nakata
- Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Alok Jaiswal
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Junmei Yao
- Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | - Abdifatah Omar
- Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | - Aviv Regev
- Klarman Cell Observatory, Broad Institute, Cambridge, MA, USA. .,Howard Hughes Medical Institute, Department of Biology, MIT, Cambridge, MA, USA
| | - Daniel B Graham
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ramnik J Xavier
- Broad Institute of MIT and Harvard, Cambridge, MA, USA. .,Department of Molecular Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.,Center for Computational and Integrative Biology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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33
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Potdar AA, Dube S, Naito T, Li K, Botwin G, Haritunians T, Li D, Casero D, Yang S, Bilsborough J, Perrigoue JG, Denson LA, Daly M, Targan SR, Fleshner P, Braun J, Kugathasan S, Stappenbeck TS, McGovern DP. Altered Intestinal ACE2 Levels Are Associated With Inflammation, Severe Disease, and Response to Anti-Cytokine Therapy in Inflammatory Bowel Disease. Gastroenterology 2021; 160:809-822.e7. [PMID: 33160965 PMCID: PMC9671555 DOI: 10.1053/j.gastro.2020.10.041] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 10/14/2020] [Accepted: 10/24/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND AND AIMS The host receptor for severe acute respiratory syndrome coronavirus 2, angiotensin-converting enzyme 2 (ACE2), is highly expressed in small bowel (SB). Our aim was to identify factors influencing intestinal ACE2 expression in Crohn's disease (CD), ulcerative colitis (UC), and non-inflammatory bowel disease (IBD) controls. METHODS Using bulk RNA sequencing or microarray transcriptomics from tissue samples (4 SB and 2 colonic cohorts; n = 495; n = 387 UC; n = 94 non-IBD), we analyzed the relationship between ACE2 with demographics and disease activity and prognosis. We examined the outcome of anti-tumor necrosis factor and anti-interleukin-12/interleukin-23 treatment on SB and colonic ACE2 expression in 3 clinical trials. Univariate and multivariate regression models were fitted. RESULTS ACE2 levels were consistently reduced in SB CD and elevated in colonic UC compared with non-IBD controls. Elevated SB ACE2 was also associated with demographic features (age and elevated body mass index) associated with poor coronavirus disease 2019 outcomes. Within CD, SB ACE2 was reduced in patients subsequently developing complicated disease. Within UC, colonic ACE2 was elevated in active disease and in patients subsequently requiring anti-tumor necrosis factor rescue therapy. SB and colonic ACE2 expression in active CD and UC were restored by anti-cytokine therapy, most notably in responders. CONCLUSIONS Reduced SB but elevated colonic ACE2 levels in IBD are associated with inflammation and severe disease, but normalized after anti-cytokine therapy, suggesting compartmentalization of ACE2-related biology in SB and colonic inflammation. The restoration of ACE2 expression with anti-cytokine therapy might be important in the context of severe acute respiratory syndrome coronavirus 2 infection and potentially explain reports of reduced morbidity from coronavirus disease 2019 in IBD patients treated with anti-cytokines.
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Affiliation(s)
- Alka A. Potdar
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Shishir Dube
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Takeo Naito
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Katherine Li
- Janssen Research and Development, LLC, Spring House, Pennsylvania
| | - Gregory Botwin
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Dalin Li
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - David Casero
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Shaohong Yang
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Janine Bilsborough
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | | | - Lee A. Denson
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of Cincinnati College of Medicine and the Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Mark Daly
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts,Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Stephan R. Targan
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Phillip Fleshner
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Jonathan Braun
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Subra Kugathasan
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia,Children’s Healthcare of Atlanta, Atlanta, Georgia
| | | | - Dermot P.B. McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, California,Correspondence Address correspondence to: Dermot P. B. McGovern, MD, PhD, FRCP(Lon), F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, 8730 Alden Drive, Los Angeles, California 90048
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34
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Ta AD, Ollberding NJ, Karns R, Haberman Y, Alazraki AL, Hercules D, Baldassano R, Markowitz J, Heyman MB, Kim S, Kirschner B, Shapiro JM, Noe J, Oliva-Hemker M, Otley A, Pfefferkorn M, Kellermayer R, Snapper S, Rabizadeh S, Xavier R, Dubinsky M, Hyams J, Kugathasan S, Jegga AG, Dillman JR, Denson LA. Association of Baseline Luminal Narrowing With Ileal Microbial Shifts and Gene Expression Programs and Subsequent Transmural Healing in Pediatric Crohn Disease. Inflamm Bowel Dis 2021; 27:1707-1718. [PMID: 33452801 PMCID: PMC8528150 DOI: 10.1093/ibd/izaa339] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND Transmural healing (TH) is associated with better long-term outcomes in Crohn disease (CD), whereas pretreatment ileal gene signatures encoding myeloid inflammatory responses and extracellular matrix production are associated with stricturing. We aimed to develop a predictive model for ileal TH and to identify ileal genes and microbes associated with baseline luminal narrowing (LN), a precursor to strictures. MATERIALS AND METHODS Baseline small bowel imaging obtained in the RISK pediatric CD cohort study was graded for LN. Ileal gene expression was determined by RNASeq, and the ileal microbial community composition was characterized using 16S rRNA amplicon sequencing. Clinical, demographic, radiologic, and genomic variables were tested for association with baseline LN and future TH. RESULTS After controlling for ileal location, baseline ileal LN (odds ratio [OR], 0.3; 95% confidence interval [CI], 0.1-0.8), increasing serum albumin (OR, 4; 95% CI, 1.3-12.3), and anti-Saccharomyces cerevisiae antibodies IgG serology (OR, 0.97; 95% CI, 0.95-1) were associated with subsequent TH. A multivariable regression model including these factors had excellent discriminant power for TH (area under the curve, 0.86; positive predictive value, 80%; negative predictive value, 87%). Patients with baseline LN exhibited increased Enterobacteriaceae and inflammatory and extracellular matrix gene signatures, coupled with reduced levels of butyrate-producing commensals and a respiratory electron transport gene signature. Taxa including Lachnospiraceae and the genus Roseburia were associated with increased respiratory and decreased inflammatory gene signatures, and Aggregatibacter and Blautia bacteria were associated with reduced extracellular matrix gene expression. CONCLUSIONS Pediatric patients with CD with LN at diagnosis are less likely to achieve TH. The association between specific microbiota, wound healing gene programs, and LN may suggest future therapeutic targets.
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Affiliation(s)
- Allison D Ta
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Nicholas J Ollberding
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Rebekah Karns
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Yael Haberman
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA,Sheba Medical Center, Tel-HaShomer, affiliated with the Tel-Aviv University, Tel Aviv, Israel
| | - Adina L Alazraki
- Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - David Hercules
- Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Robert Baldassano
- The Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - James Markowitz
- Cohen Children’s Medical Center of New York, New Hyde Park, New York, USA
| | - Melvin B Heyman
- University of California San Francisco, San Francisco, California, USA
| | - Sandra Kim
- Children’s Hospital of Pittsburgh of UPMC, Pittsburgh, Pennsylvania, USA
| | | | | | - Joshua Noe
- Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | | | | | - Richard Kellermayer
- Texas Children’s Hospital, Baylor College School of Medicine, Houston, Texas, USA
| | - Scott Snapper
- Children’s Hospital-Boston, Boston, Massachusetts, USA
| | | | - Ramnik Xavier
- Broad Institute at Massachusetts Institute of Technology, Cambridge, Massachusetts, USA,Massachusetts General Hospital, Cambridge, Massachusetts, USA
| | | | - Jeffrey Hyams
- Connecticut Children’s Medical Center, Hartford, Connecticut, USA
| | - Subra Kugathasan
- Emory University and Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Anil G Jegga
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Jonathan R Dillman
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Lee A Denson
- Cincinnati Children’s Medical Hospital Center and the University of Cincinnati College of Medicine, Cincinnati, Ohio, USA,Address correspondence to: Lee A. Denson, MD, 3333 Burnett Avenue, MLC 2010, Cincinnati, OH 45229 ()
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Colman RJ, Dhaliwal J, Rosen MJ. Predicting Therapeutic Response in Pediatric Ulcerative Colitis-A Journey Towards Precision Medicine. Front Pediatr 2021; 9:634739. [PMID: 33681110 PMCID: PMC7925616 DOI: 10.3389/fped.2021.634739] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Accepted: 01/08/2021] [Indexed: 12/12/2022] Open
Abstract
Ulcerative colitis (UC) is a disabling disease, characterized by chronic inflammation of the colon, with a rising prevalence worldwide in the pediatric age group. Although UC presents in children with varying severity, disease extent, and comorbidities, initial treatment is essentially uniform, consisting of 5-aminosalicylate drugs with corticosteroid induction for those with moderately to severely active disease. With the advent of anti-tumor necrosis factor (TNF) biologic therapy and several new biologics and small-molecule drugs for UC, precision medicine approaches to treatment are needed to more rapidly achieve sustained remission, restore quality of life, normalize development, and limit exposure to toxic corticosteroids in children with UC. Here, we review available data on clinical, biochemical, histopathologic, and molecular predictors of treatment response in UC. We also address known predictors and special treatment considerations in specific relevant scenarios such as very-early-onset UC, acute severe UC, ileal pouch anal anastomosis, and UC with concomitant primary sclerosing cholangitis. The review concludes with a prediction of how machine learning will integrate multimodal patient data to bring precision medicine to the bedside of children with UC in the future.
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Affiliation(s)
- Ruben J Colman
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Jasbir Dhaliwal
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
| | - Michael J Rosen
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States.,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, United States
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Stallard L, Hussey S. Endoscopic and Histologic Predictors of Outcomes in Pediatric Ulcerative Colitis- Caveat Emptor. Front Pediatr 2021; 9:678132. [PMID: 34249815 PMCID: PMC8260952 DOI: 10.3389/fped.2021.678132] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 05/24/2021] [Indexed: 11/13/2022] Open
Abstract
The impact of endoscopic and histological mucosal healing on outcomes in adult settings is impressive. Despite many clinical parallels, pediatric ulcerative colitis (UC) is set apart from adult disease in several respects. Many frequently used indices are not fully validated, especially in pediatric settings, and consensus on precise definitions in clinical settings are lacking. Endoscopic mucosal healing is an acceptable long-term treatment goal in pediatrics, but not histologic normalization. Early prediction of disease course in UC may allow treatment stratification of patients according to risks of relapse, acute severe colitis, and colectomy. Putative endoscopic and histologic predictors of poor clinical outcomes in adults have not held true in pediatric settings, including baseline endoscopic extent, endoscopic severity, and specific histologic characteristics which are less prevalent in pediatrics at diagnosis. In this mini-review we appraise predictive endoscopic and histologic factors in pediatric UC with reference to relapse, severe colitis, and colectomy risks. We recommend that clinicians routinely use endoscopic and histologic sores to improve the quality of clinical and research practice. The review summarizes differences between adult and pediatric prediction data, advises special consideration of those with primary sclerosing cholangitis, and suggests areas for future study in this field.
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Affiliation(s)
- Lorraine Stallard
- National Centre for Paediatric Gastroenterology, Children's Health Ireland at Crumlin, Dublin, Ireland
| | - Séamus Hussey
- National Centre for Paediatric Gastroenterology, Children's Health Ireland at Crumlin, Dublin, Ireland.,Department of Paediatrics, Royal College of Surgeons of Ireland and University College Dublin, Dublin, Ireland.,DOCHAS Study, National Children's Research Centre, Dublin, Ireland
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Magro F, Doherty G, Peyrin-Biroulet L, Svrcek M, Borralho P, Walsh A, Carneiro F, Rosini F, de Hertogh G, Biedermann L, Pouillon L, Scharl M, Tripathi M, Danese S, Villanacci V, Feakins R. ECCO Position Paper: Harmonization of the Approach to Ulcerative Colitis Histopathology. J Crohns Colitis 2020; 14:1503-1511. [PMID: 32504534 DOI: 10.1093/ecco-jcc/jjaa110] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Currently, the main targets of drug therapy for ulcerative colitis [UC] are endoscopic and clinical remission. However, there is active discussion about the additional advantages of including histological remission as a target. Accumulating evidence indicates that microscopic activity persists in endoscopically quiescent UC, that histological changes may lag behind clinical remission after treatment, and that absence of histological activity predicts lower rates of relapse, hospitalization, surgery and subsequent neoplasia. Obtaining useful information from mucosal biopsies in this setting depends on accurate and consistent evaluation of histological features. However, there is no standardization of biopsy procedures, histological sample processing technique or histological scoring systems, and there is no agreement on the definitions of histological remission, response or activity. Accordingly, a consensus expert panel convened by the European Crohn's and Colitis Organisation [ECCO] reviewed the literature and agreed a number of position statements regarding harmonization of UC histopathology. The objective was to provide evidence-based guidance for the standardization and harmonization of procedures, definitions and scoring systems for histology in UC, and to reach expert consensus where possible. We propose the absence of intraepithelial neutrophils, erosion and ulceration as a minimum requirement for the definition of histological remission. For randomized control trials we recommend the use of the Robarts histopathology index [RHI] or the Nancy index [NI]. For observational studies or in clinical practice we recommend the use of the NI. To predict the risk of future neoplasia in UC, cumulative histological scores over time are more useful than single scores.
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Affiliation(s)
- Fernando Magro
- Department of Gastroenterology, Centro Hospitalar Universitário São João, Porto, Portugal.,Department of Biomedicine, Unit of Pharmacology and Therapeutics, Faculty of Medicine, University of Porto, Porto, Portugal.,Department of Clinical Pharmacology, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Glen Doherty
- School of Medicine & Medical Science, University College Dublin, Dublin, Ireland
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology, Nancy University Hospital, Vandoeuvre-Les-Nancy, France.,Inserm U1256 NGERE, Lorraine University, Vandoeuvre-Les-Nancy, France
| | - Magali Svrcek
- Sorbonne Université, AP-HP, Hôpital Saint-Antoine, Department of Pathology, 184 rue du Faubourg Saint-Antoine, Paris, France
| | - Paula Borralho
- Department of Pathology, Hospital Cuf Descobertas, Lisboa and Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Alissa Walsh
- Translational Gastroenterology Unit, John Radcliffe Hospital, Oxford, UK
| | - Fatima Carneiro
- Department of Pathology, Faculty of Medicine of the University of Porto (FMUP) & Centro Hospitalar Universitário de São João (CHUSJ), Porto, Portugal.,Instituto de Investigação e Inovação em Saúde (i3S) & Institute of Molecular Pathology and Immunology of the University of Porto (Ipatimup), Porto, Portugal
| | - Francesca Rosini
- Department of Cellular Pathology, North West London Pathology, Imperial College Healthcare NHS Trust, London, UK
| | - Gert de Hertogh
- Pathology Lab, UZ Gasthuisberg and KULeuven, Leuven, Belgium
| | - Luc Biedermann
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Lieven Pouillon
- Imelda GI Clinical Research Center, Imeldaziekenhuis Bonheiden, Bonheiden, Belgium
| | - Michael Scharl
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Monika Tripathi
- Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Silvio Danese
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,IBD center, Department of Gastroenterology, Humanitas Clinical and Research Center, IRCCS, Milan, Italy
| | - Vincenzo Villanacci
- Department of Histopathology, Spedali Civili and University of Brescia, Brescia, Italy
| | - Roger Feakins
- Department of Cellular Pathology, Royal Free Hospital, London, UK
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Grover Z, Alex G. Management of inflammatory bowel disease in children: It is time for an individualised approach. J Paediatr Child Health 2020; 56:1677-1684. [PMID: 31613039 DOI: 10.1111/jpc.14652] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2019] [Revised: 07/16/2019] [Accepted: 09/02/2019] [Indexed: 12/22/2022]
Abstract
Paediatric-onset inflammatory bowel disease (PO-IBD) is associated with greater morbidity compared to adult-onset IBD. However, as not all children with PO-IBD will have poor outcome and the best management decisions involve weighing risks versus benefit and wishes of patient's and family, we review risk factors of IBD progression in children and summarise rapidly expanding treatment choices, potential drug-related adverse events and risk minimisation strategies, ending with new treatment paradigms focusing on long-term goal of intestinal healing. For the purpose of this article, we have outlined the conventional approach, including medications currently licenced and available for use in Australia for paediatric IBD through the Pharmaceutical Benefit Scheme and briefly discuss other promising therapies that are shown to be effective in adults but are undergoing paediatric clinical trials.
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Affiliation(s)
- Zubin Grover
- Department of Gastroenterology, Perth Children's Hospital, Perth, Western Australia, Australia
| | - George Alex
- Department of Gastroenterology, Royal Children's Hospital, Melbourne, Victoria, Australia
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Lam S, Singh R, Dillman JR, Trout AT, Serai SD, Sharma D, Sheridan R, Su W, Fei L, Karns R, Haramija MM, Ridgway G, Goldfinger M, Squires JE, Denson LA, Hyams JS, Miethke AG. Serum Matrix Metalloproteinase 7 Is a Diagnostic Biomarker of Biliary Injury and Fibrosis in Pediatric Autoimmune Liver Disease. Hepatol Commun 2020; 4:1680-1693. [PMID: 33163837 PMCID: PMC7603534 DOI: 10.1002/hep4.1589] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 07/08/2020] [Accepted: 07/11/2020] [Indexed: 12/17/2022] Open
Abstract
In autoimmune liver disease (AILD), including autoimmune hepatitis (AIH), primary sclerosing cholangitis (PSC), and overlap syndrome of AIH and PSC (ASC), the presence of biliary injury portends a worse prognosis. We studied serum matrix metalloproteinase 7 (sMMP7) as a biomarker for pediatric sclerosing cholangitis (SC). We prospectively enrolled 54 children (median age, 16 years) with AILD (AIH, n = 26; ASC, n = 16; and PSC, n = 12) at our center. The sMMP7 concentrations were higher in patients with SC compared to those without cholangiopathy (P < 0.001). An sMMP7 concentration >23.7 ng/mL had a sensitivity and specificity of 79% and 96%, respectively, and outperformed alkaline phosphatase (ALP) and gamma-glutamyltransferase (GGT) in segregating patients with SC. Serum concentrations correlated with liver gene expression levels for MMP7 (r = 0.70; P < 0.001). Using immunofluorescence, MMP7 was localized primarily to the cholangiocytes of patients with SC. In 46 subjects with liver biopsy available for blinded review, elevation in sMMP7 concentrations segregated with the presence of lymphocytic and neutrophilic cholangitis and periductal fibrosis and correlated with Ishak, Ludwig, and Nakanuma scoring systems. Liver stiffness measured by magnetic resonance elastography also correlated with sMMP7 concentrations (r = 0.56; P < 0.01). Using magnetic resonance cholangiopancreatography plus (MRCP+), sMMP7 in 34 patients correlated with the number of biliary dilatations (r = 0.54; P < 0.01) and strictures (r = 0.56; P < 0.01). MMP7 as a marker of biliary injury was validated in an independent cohort of children with ulcerative colitis. Higher sMMP7 concentrations also correlated with a history of SC-related complication. Conclusion: MMP7 is a promising biomarker for pediatric SC that diagnostically outperforms ALP and GGT. sMMP7 may directly reflect biliary injury and fibrosis, the main drivers of disease progression in SC.
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Affiliation(s)
- Simon Lam
- Division of Gastroenterology, Hepatology and NutritionCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOHUSA
- Section of Pediatric GastroenterologyDepartment of PediatricsAlberta Children’s HospitalUniversity of CalgaryCalgaryCanada
| | - Ruchi Singh
- Division of Gastroenterology, Hepatology and NutritionCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Jonathan R. Dillman
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOHUSA
- Department of RadiologyCincinnati Children's Hospital Medical CenterUniversity of Cincinnati College of MedicineCincinnatiOHUSA
| | - Andrew T. Trout
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOHUSA
- Department of RadiologyCincinnati Children's Hospital Medical CenterUniversity of Cincinnati College of MedicineCincinnatiOHUSA
| | - Suraj D. Serai
- Department of RadiologyChildren’s Hospital of PhiladelphiaPhiladelphiaPAUSA
| | - Divya Sharma
- Division of PathologyUniversity of CincinnatiCincinnatiOHUSA
| | - Rachel Sheridan
- Department of PathologyDayton Children’s HospitalDaytonOHUSA
| | - Weizhe Su
- Division of Biostatistics and EpidemiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Lin Fei
- Division of Biostatistics and EpidemiologyCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | - Rebekah Karns
- Division of Gastroenterology, Hepatology and NutritionCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
| | | | - Ged Ridgway
- Perspectum Diagnostics Ltd.South San FranciscoCAUSA
| | | | | | - Lee A. Denson
- Division of Gastroenterology, Hepatology and NutritionCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOHUSA
| | - Jeffery S. Hyams
- Division of Digestive DiseasesHepatology, and NutritionConnecticut Children’s Hospital Medical CenterHartfordCTUSA
| | - Alexander G. Miethke
- Division of Gastroenterology, Hepatology and NutritionCincinnati Children's Hospital Medical CenterCincinnatiOHUSA
- Department of PediatricsUniversity of Cincinnati College of MedicineCincinnatiOHUSA
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40
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Analysis of Using the Total White Blood Cell Count to Define Severe New-onset Ulcerative Colitis in Children. J Pediatr Gastroenterol Nutr 2020; 71:354-360. [PMID: 32520830 PMCID: PMC8482284 DOI: 10.1097/mpg.0000000000002797] [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] [Indexed: 12/13/2022]
Abstract
OBJECTIVES The aim of this study was to assess common laboratory tests in identifying severe ulcerative colitis in children at diagnosis. METHODS A cohort of 427 children 4 to 17 years of age newly diagnosed with ulcerative colitis (UC) was prospectively enrolled. Boosted classification trees were used to characterize predictive ability of disease attributes based on clinical disease severity using Pediatric Ulcerative Colitis Activity Index (PUCAI), severe (65+) versus not severe (<65) and total Mayo score, severe (10-12) versus not severe (<10); mucosal disease by Mayo endoscopic subscore, severe (3) versus not severe (<3); and extensive disease versus not extensive (left-sided and proctosigmoiditis). RESULTS Mean age was 12.7 years; 49.6% (n = 212) were girls, and 83% (n = 351) were Caucasian. Severe total Mayo score was present in 28% (n = 120), mean PUCAI score was 49.8 ± 20.1, and 33% (n = 142) had severe mucosal disease with extensive involvement in 82% (n = 353). Classification and regression trees identified white blood cell count, erythrocyte sedimentation rate, and platelet count (PLT) as the set of 3 best blood laboratory tests to predict disease extent and severity. For mucosal severity, albumin (Alb) replaced PLT. Classification models for PUCAI and total Mayo provided sensitivity of at least 0.65 using standard clinical cut-points with misclassification rates of approximately 30%. CONCLUSIONS A combination of the white blood cell count, erythrocyte sedimentation rate, and either PLT or albumin is the best predictive subset of standard laboratory tests to identify severe from nonsevere clinical or mucosal disease at diagnosis in relation to objective clinical scores.
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Ihekweazu FD, Fofanova T, Palacios R, Ajjarapu A, Karam L, Vogel AM, Rodriguez JR, Kellermayer R. Progression to colectomy in the era of biologics: A single center experience with pediatric ulcerative colitis. J Pediatr Surg 2020; 55:1815-1823. [PMID: 32087936 PMCID: PMC7396289 DOI: 10.1016/j.jpedsurg.2020.01.054] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 01/13/2020] [Accepted: 01/29/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND/PURPOSE Clinical outcomes in pediatric ulcerative colitis (UC) in the era of biologic agents are poorly defined. We aimed to describe risk factors for colectomy in pediatric UC in the era of infliximab therapy. METHODS We reviewed 217 pediatric patients at Texas Children's Hospital with newly diagnosed UC between 2003 and 2015; 117 had a minimum of 5 years of follow-up. Extent of disease at diagnosis, medication exposure, the presence of extraintestinal manifestations (EIMs), and need for surgery were noted. RESULTS Average length of follow up was 5.02 ± 2.27 years. Forty-two percent presented with pancolitis. Infliximab was used in 39%, immunomodulators in 65%, and steroids in 89% of patients. EIMs occurred in 24.9% of patients. The cumulative rate of colectomy was 12.9% at 5 years. Children presenting as E2 (Paris Classification) and children prescribed oral steroid monotherapy at diagnosis progressed to surgery faster than any other group. Of the children who received infliximab, females and children less than 5 years old were less likely to respond to therapy. CONCLUSIONS The natural course of pediatric UC remains aggressive despite the addition of infliximab to the standard of care and suggests a need for early aggressive clinical intervention. LEVEL-OF-EVIDENCE RATING Level IV.
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Affiliation(s)
- Faith D. Ihekweazu
- Department of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, MW1010, Houston, TX, 77030,Corresponding author at: Section of Pediatric Gastroenterology, Hepatology & Nutrition, Baylor College of Medicine, 1102 Bates St, FT 860.28, Houston, TX 77030-2399. Tel.: +1 832 824 3754 (Voice); fax: +1 832 825 3633, (F.D. Ihekweazu)
| | - Tatiana Fofanova
- Alkek Center for Metagenomics and Microbiome Research, Baylor College of Medicine, One Baylor Plaza, MS BCM385, Houston, TX 77030,Program in Translational Biology and Molecular Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030
| | - Ryan Palacios
- Department of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, MW1010, Houston, TX, 77030
| | - Avanthi Ajjarapu
- Department of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, MW1010, Houston, TX, 77030
| | - Lina Karam
- Department of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, MW1010, Houston, TX, 77030
| | - Adam M. Vogel
- Department of Pediatric Surgery, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, Houston, TX 77030
| | - J R Rodriguez
- Department of Pediatric Surgery, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, Houston, TX 77030
| | - Richard Kellermayer
- Department of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children’s Hospital, 6701 Fannin St, MW1010, Houston, TX, 77030,USDA/ARS Children’s Nutrition Research Center, 1100 Bates Ave, Houston, TX, 77030
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Syed S, Stidham RW. Potential for Standardization and Automation for Pathology and Endoscopy in Inflammatory Bowel Disease. Inflamm Bowel Dis 2020; 26:1490-1497. [PMID: 32869844 PMCID: PMC7749192 DOI: 10.1093/ibd/izaa211] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Indexed: 02/07/2023]
Abstract
Automated image analysis methods have shown potential for replicating expert interpretation of histology and endoscopy images, which traditionally require highly specialized and experienced reviewers. Inflammatory bowel disease (IBD) diagnosis, severity assessment, and treatment decision-making require multimodal expert data interpretation and integration, which could be significantly aided by applications of machine learning analyses. This review introduces fundamental concepts of machine learning for imaging analysis and highlights research and development of automated histology and endoscopy interpretation in IBD. Proof-of-concept studies strongly suggest that histologic and endoscopic images can be interpreted with similar accuracy as knowledge experts. Encouraging results support the potential of automating existing disease activity scoring instruments with high reproducibility, speed, and accessibility, therefore improving the standardization of IBD assessment. Though challenges surrounding ground truth definitions, technical barriers, and the need for extensive multicenter evaluation must be resolved before clinical implementation, automated image analysis is likely to both improve access to standardized IBD assessment and advance the fundamental concepts of how disease is measured.
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Affiliation(s)
- Sana Syed
- Department of Pediatrics, School of Medicine, University of Virginia, Charlottesville, VA, USA,Address correspondence to: Ryan W. Stidham, MD, MS, Assistant Professor of Medicine, Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, University of Michigan Medical School, 3912 Taubman Center, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA.
| | - Ryan W Stidham
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA,Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), University of Michigan, Ann Arbor, MI, USA
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Haberman Y. Tissue-based Gene Expression as Potential Biomarkers for IBD Course. Inflamm Bowel Dis 2020; 26:1485-1489. [PMID: 32812640 PMCID: PMC7500516 DOI: 10.1093/ibd/izaa217] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Indexed: 01/07/2023]
Abstract
Inflammatory bowel diseases (IBDs) are highly heterogeneous in disease phenotype, behavior, and response to therapy. Diagnostic and therapeutic decisions in IBD are based primarily on clinical and endoscopic severity and histopathologic analysis of intestinal biopsies. With this approach, however, only a minority of patients experience durable remission. This may be due to substantial heterogeneity in disease pathogenicity that is not accounted for by current classification systems. Patients can present with similar clinical and endoscopic severity and receive similar therapy but show divergent response ranging from mucosal/transmural healing to nonresponse. Using mucosal biopsy samples that are already obtained as part of the clinical practice to support the diagnosis and state-of-the-art high throughput sequencing approaches can detect the widest range in host gene expression in the actual lining of the affected gut. These analyses can better dissect disease heterogeneity and guide potential treatment response. Here we review studies that use gut tissue-based gene expression profiles to predict disease outcome in IBD.
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Affiliation(s)
- Yael Haberman
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, OH, USA,Sheba Medical Center, Tel-HaShomer, affiliated with the Tel-Aviv University, Israel,Address correspondence to: Yael Haberman, MD, PhD, Division of Pediatric Gastroenterology, Hepatology, & Nutrition, Cincinnati Children’s Hospital Medical Center, MLC 2010, 3333 Burnet Avenue, Cincinnati, OH 45229, USA. E-mail:
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Breton J, Kastl A, Conrad MA, Baldassano RN. Positioning Biologic Therapies in the Management of Pediatric Inflammatory Bowel Disease. Gastroenterol Hepatol (N Y) 2020; 16:400-414. [PMID: 34035746 PMCID: PMC8132662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The incidence and prevalence of pediatric inflammatory bowel disease (IBD) are rising worldwide, with a steep increase in children under 5 years of age. Compared to adult IBD, pediatric IBD presents with a more severe, aggressive phenotype and unique complications, notably growth impairment. Treatment goals include achieving intestinal healing, reaching growth potential, and optimizing quality of life, all while limiting drug toxicities. In the last 2 decades, the advent of anti-tumor necrosis factor (TNF) α agents has significantly increased the potential to reach these goals. However, nonresponse or loss of response to anti- TNFα agents is still encountered in approximately one-third of patients. Although the development of novel biologic therapies has offered new alternatives in recent years, the use of these therapies in the pediatric setting has been limited due to delayed approval. This article summarizes the key evidence for biologic agents currently used in the treatment of pediatric IBD and discusses challenges and barriers unique to pediatric drug development.
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Affiliation(s)
- Jessica Breton
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Arthur Kastl
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Maire A Conrad
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Robert N Baldassano
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia; Department of Pediatrics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
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Dhaliwal J, Walters TD, Mack DR, Huynh HQ, Jacobson K, Otley AR, Debruyn J, El-Matary W, Deslandres C, Sherlock ME, Critch JN, Bax K, Seidman E, Jantchou P, Ricciuto A, Rashid M, Muise AM, Wine E, Carroll M, Lawrence S, Van Limbergen J, Benchimol EI, Church P, Griffiths AM. Phenotypic Variation in Paediatric Inflammatory Bowel Disease by Age: A Multicentre Prospective Inception Cohort Study of the Canadian Children IBD Network. J Crohns Colitis 2020; 14:445-454. [PMID: 31136648 PMCID: PMC7242003 DOI: 10.1093/ecco-jcc/jjz106] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Incidence of paediatric inflammatory bowel disease [IBD] in Canada is among the highest worldwide, and age of onset may be decreasing. In a multicentre nationwide inception cohort study, we examined variation in phenotype of IBD throughout the paediatric age spectrum. METHODS Children aged ≥2 years [y] and <17y [A1 age at diagnosis], with new onset IBD, were systematically evaluated at sites of the Canadian Children IBD Network. Prospectively recorded phenotypic data were compared between age groups. RESULTS Among 1092 children (70% Caucasian; 64% Crohn's disease [CD], 36% ulcerative colitis/inflammatory bowel disease unclassified [UC/IBD-U]; median age 13 y, interquartile range [IQR] 11-15 y), 210 [19%] were diagnosed before the age of age 10 y [Paris A1a] and 43 [4%] before age 6 y (very-early-onset [VEO-IBD]). CD was less common in younger children [42%, 56%, 66%, respectively, of VEO-IBD, A1a; A1b]. Colon-only IBD [UC/IBDU or CD-colon] was present in 81% of VEO-IBD and 65% of A1a; ileal disease increased progressively, reaching plateau at age 10 y. CD location was ileocolonic [L3] in 53% overall. Ileitis [L1] increased with age [6% of VEO-IBD; 13% of A1a; 21% of A1b], as did stricturing/penetrating CD [4% of A1a; 11% of A1b]. At all ages UC was extensive [E3/E4] in >85%, and disease activity moderate to severe according to Physician's Global Assessment [PGA] and weighted Paediatric Crohn's Disease Activity Index/Paediatric Ulcerative Colitis Activity Index [wPCDAI/PUCAI] in >70%. Heights were modestly reduced in CD [mean height z score -0.30 ± 1.23], but normal in UC/IBD-U. CONCLUSIONS Paris classification of age at diagnosis is supported by age-related increases in ileal disease until age 10 years. Other phenotypic features, including severity, are similar across all ages. Linear growth is less impaired in CD than in historical cohorts, reflecting earlier diagnosis.
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Affiliation(s)
- J Dhaliwal
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
| | - T D Walters
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
| | - D R Mack
- Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - H Q Huynh
- Stollery Children’s Hospital, University of Alberta, Edmonton, AB, Canada
| | - K Jacobson
- B.C. Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
| | - A R Otley
- IWK Health Centre, Dalhousie University, Halifax, NS, Canada
| | - J Debruyn
- Alberta Children’s Hospital, University of Calgary, Calgary, AB, Canada
| | - W El-Matary
- Max Rady College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - C Deslandres
- CHU Sainte-Justine, Universite de Montreal, Montreal, QC, Canada
| | - M E Sherlock
- McMaster Children’s Hospital, McMaster University, Hamilton, ON, Canada
| | - J N Critch
- Janeway Children’s Health and Rehabilitation Centre, Memorial University, St John’s, NL, Canada
| | - K Bax
- Children’s Hospital of Western Ontario, University of Western Ontario, London, ON, Canada
| | - E Seidman
- Montreal Children’s Hospital, McGill University Faculty of Medicine, Montreal, QC, Canada
| | - P Jantchou
- CHU Sainte-Justine, Universite de Montreal, Montreal, QC, Canada
| | - A Ricciuto
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
| | - M Rashid
- IWK Health Centre, Dalhousie University, Halifax, NS, Canada
| | - A M Muise
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
| | - E Wine
- Stollery Children’s Hospital, University of Alberta, Edmonton, AB, Canada
| | - M Carroll
- Stollery Children’s Hospital, University of Alberta, Edmonton, AB, Canada
| | - S Lawrence
- B.C. Children’s Hospital, University of British Columbia, Vancouver, BC, Canada
| | - J Van Limbergen
- IWK Health Centre, Dalhousie University, Halifax, NS, Canada
| | - E I Benchimol
- Montreal Children’s Hospital, McGill University Faculty of Medicine, Montreal, QC, Canada
| | - P Church
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
| | - A M Griffiths
- SickKids Hospital, University of Toronto, Toronto, ON, Canada
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Krauthammer A, Tzivinikos C, Assa A, Miele E, Strisciuglio C, Urlep D, Serban ED, Singh A, Winter HS, Russell RK, Hojsak I, Malham M, Navas-López VM, Croft NM, Lee HM, Ledder O, Shamasneh I, Hussey S, Huynh HQ, Wine E, Shah N, Sladek M, de Meij TG, Romano C, Dipasquale V, Lionetti P, Afzal NA, Aloi M, Lee K, Martín-de-Carpi J, Yerushalmy-Feler A, Subramanian S, Weiss B, Shouval DS. Long-term Outcomes of Paediatric Patients Admitted With Acute Severe Colitis- A Multicentre Study From the Paediatric IBD Porto Group of ESPGHAN. J Crohns Colitis 2019; 13:1518-1526. [PMID: 31120524 DOI: 10.1093/ecco-jcc/jjz092] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIM Acute severe colitis [ASC] is associated with significant morbidity in paediatric patients with ulcerative colitis [UC]. Most outcome studies in ASC since tumour necrosis factor alpha [TNFα] antagonists became available have focused on the first year after admission. The aim of this study was to characterise the longer-term outcomes of paediatric patients admitted with ASC. METHODS This retrospective study was conducted in 25 centres across Europe and North America. Data on patients with UC aged <18 years, admitted with ASC (defined as paediatric ulcerative colitis activity index [PUCAI] score ≥65) between 2009 and 2011, were collected at discharge and 1, 3 and 5 years after admission. The primary outcome was colectomy-free rates at each time point. RESULTS Of the 141 patients admitted with ASC, 137 [97.1%] were treated with intravenous corticosteroids. Thirty-one [22.6%] patients were escalated to second-line therapy, mainly to infliximab. Sixteen patients [11.3%] underwent colectomy before discharge. Long-term follow-up showed colectomy-free rates were 71.3%, 66.4% and 63.6% at 1, 3 and 5 years after initial ASC admission, respectively, and were similar across different age groups. Sub-analysis of colectomy rates in patients with new-onset disease [42.5% of the cohort] yielded similar results. In a multivariate analysis, use of oral steroids in the 3 months before admission, erythrocyte sedimentation rate >70 mm/h, and albumin <2.5 g/dL, were significantly associated with 5-year colectomy risk. CONCLUSIONS High colectomy rates were demonstrated in paediatric UC patients admitted with ASC. Additional studies are required to determine whether intensification of anti-TNFα treatment, close therapeutic drug monitoring, and use of new drugs alter this outcome.
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Affiliation(s)
- Alex Krauthammer
- Pediatric Gastroenterology Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Centre, Tel Hashomer, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Christos Tzivinikos
- Department of Paediatric Gastroenterology, Alder Hey Children's Hospital, Liverpool, UK
| | - Amit Assa
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Institute of Gastroenterology, Nutrition and Liver Disease, Schneider Children's Medical Centre of Israel, Petah Tiqwa, Israel
| | - Erasmo Miele
- Department of Translational Medical Science, Section of Pediatrics, University of Naples "Federico II", Italy
| | - Caterina Strisciuglio
- Department of Woman, Child and General and Specialistic Surgery, University of Campania, "Luigi Vanvitelli"Naples, Italy
| | - Darja Urlep
- Department of Gastroenterology, Hepatology and Nutrition, University Children's Hospital Ljubljana, Ljubljana, Slovenia
| | - Elena Daniela Serban
- Second Department of Paediatrics, "Iuliu Hatieganu" University of Medicine and Pharmacy, Emergency Clinical Hospital for Children, Cluj-Napoca, Romania
| | - Avantika Singh
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, MassGeneral Hospital for Children and Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Harland S Winter
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, MassGeneral Hospital for Children and Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Richard K Russell
- Department of Paediatric Gastroenterology, Royal Hospital for Children, Glasgow, UK
| | - Iva Hojsak
- Referral Center for Pediatric Gastroenterology and Nutrition, Children's Hospital Zagreb, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Mikkel Malham
- Paediatric Department, Hvidovre University Hospital, Hvidovre, Denmark
| | | | - Nicholas M Croft
- Barts and the London School of Medicine, Queen Mary University of London, London, UK
- Department of Paediatric Gastroenterology, Royal London Children's Hospital, Barts Health NHS Trust, London, UK
| | - Huey Miin Lee
- Department of Paediatric Gastroenterology, Royal London Children's Hospital, Barts Health NHS Trust, London, UK
| | - Oren Ledder
- Juliet Keidan Instutute of Pediatric Gastroenterology, Shaare Zedek Medical Centre, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Ibrahim Shamasneh
- Juliet Keidan Instutute of Pediatric Gastroenterology, Shaare Zedek Medical Centre, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Seamus Hussey
- National Children's Research Centre, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Hien Q Huynh
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Eytan Wine
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Neil Shah
- Department of Paediatric Gastroenterology, Great Ormond Street Hospital London, London, UK
| | - Margaret Sladek
- Department of Pediatrics, Gastroenterology and Nutrition, Jagiellonian University Medical College, Cracow, Poland
| | - Tim G de Meij
- Department of Paediatric Gastroenterology and Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Claudio Romano
- Pediatric Gastroenterology and Cystic Fibrosis Unit, Department of Human Pathology in Adulthood and Childhood "G. Barresi", University of Messina, Messina, Italy
| | - Valeria Dipasquale
- Pediatric Gastroenterology and Cystic Fibrosis Unit, Department of Human Pathology in Adulthood and Childhood "G. Barresi", University of Messina, Messina, Italy
| | - Paolo Lionetti
- Gastroenterology Unit, University of Florence, Department of "NEUROFARBA": Section of Child's Health, "Anna Meyer" Children's Hospital, Florence, Italy
| | - Nadeem A Afzal
- Department of Paediatric Gastroenterology, Southampton Children's Hospital, Southampton, UK
| | - Marina Aloi
- Sapienza University of Rome, Pediatric Gastroenterology and Liver Unit, Department of Pediatrics, Rome, Italy
| | - Kwangyang Lee
- Department of Paediatric Gastroenterology, Bristol Royal Hospital for Children, Bristol, UK
| | - Javier Martín-de-Carpi
- Department of Pediatric Gastroenterology, Hepatology and Nutrition, Hospital Sant Joan de Déu, Barcelona, Spain
| | - Anat Yerushalmy-Feler
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Department of Pediatric Gastroenterology, Dana Dwek Children's Hospital, Tel Aviv, Israel
| | - Sreedhar Subramanian
- Department of Gastroenterology, Royal Liverpool University Hospital and University of Liverpool, Liverpool, UK
| | - Batia Weiss
- Pediatric Gastroenterology Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Centre, Tel Hashomer, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Dror S Shouval
- Pediatric Gastroenterology Unit, Edmond and Lily Safra Children's Hospital, Sheba Medical Centre, Tel Hashomer, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Bolia R, Rajanayagam J, Hardikar W, Alex G. Impact of Changing Treatment Strategies on Outcomes in Pediatric Ulcerative Colitis. Inflamm Bowel Dis 2019; 25:1838-1844. [PMID: 31002341 DOI: 10.1093/ibd/izz072] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND In recent years, treatment strategies for ulcerative colitis have evolved with an early step-up approach, the availability of biologicals, and therapeutic drug monitoring.We carried out this study to evaluate the effect of these changes on disease outcomes. METHODS In this retrospective review, 2 time periods were defined: Group 1 (2005-2010) and Group 2 (2011-2016). Baseline demographic, endoscopic parameters, and medication use were compared. Overall colectomy rate, number of disease flares per year, and number of hospital admissions per year were compared between the 2 groups. RESULTS Group 1 had 71 children, and in children in Group 2. The use of 5-ASA increased in Group 2 (Group 2, 99.2% vs. Group 1, 84.5%, P = 0.0007). In addition, infliximab and thiopurines were introduced earlier in the disease course.The 2-year cumulative probability of colectomy decreased from 14% to 3% (P = 0.02) between the 2 periods. No change in median number of flares per year [Group 1, 0.41 (IQR 0.6) vs. Group 2, 0.62 (IQR 0.91), P = 0.28] or median number of hospital admissions per year [Group 1, 0.30 (IQR 0.77) vs. Group 2, 0.21 (IQR 0.75), P = 0.52] was seen.Thereafter, we proceeded to identify the changes in treatment strategies that were responsible for the reduction in colectomy and we found that the use of infliximab OR 3.7 (95% CI 1.1-11.7), P = 0.02, was independently associated with it. CONCLUSIONS A reduction in 2-year colectomy rates has been observed in patients with pediatric ulcerative colitis since biologics have become available for its treatment. The numbers of disease-flares rates and hospital admissions remain unchanged.
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Affiliation(s)
- Rishi Bolia
- Department of Gastroenterology & Clinical Nutrition, The Royal Children's Hospital Melbourne, Australia
| | - Jeremy Rajanayagam
- Department of Gastroenterology & Clinical Nutrition, The Royal Children's Hospital Melbourne, Australia
| | - Winita Hardikar
- Department of Gastroenterology & Clinical Nutrition, The Royal Children's Hospital Melbourne, Australia
| | - George Alex
- Department of Gastroenterology & Clinical Nutrition, The Royal Children's Hospital Melbourne, Australia
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Carmody JK, Plevinsky J, Peugh JL, Denson LA, Hyams JS, Lobato D, LeLeiko NS, Hommel KA. Longitudinal non-adherence predicts treatment escalation in paediatric ulcerative colitis. Aliment Pharmacol Ther 2019; 50:911-918. [PMID: 31373712 PMCID: PMC8215554 DOI: 10.1111/apt.15445] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/26/2019] [Accepted: 07/08/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Medication non-adherence in paediatric ulcerative colitis (UC) has been associated with negative health outcomes including flares in disease activity. However, no studies to date have examined longitudinal adherence to maintenance medication in a prospective controlled trial. AIMS To determine whether objectively measured adherence to standardised mesalazine (mesalamine) therapy over time was related to remission at 52 weeks and the need for treatment escalation in newly diagnosed paediatric patients with UC METHODS: PROTECT (NCT01536535) was a prospective, inception cohort, multi-site study of paediatric patients aged 4-17 years with newly diagnosed UC followed for 52 weeks. Patients received standardised mesalazine, with pre-established criteria for escalation to thiopurines or anti-TNFα inhibitors. Patients used pill bottles with electronic caps to monitor mesalazine adherence. We tested whether longitudinal adherence to mesalazine predicted steroid-free remission at week 52 (i.e. quiescent disease on mesalazine alone with no corticosteroids ≥4 weeks prior) and need for treatment escalation (i.e. introduction of immunomodulators, calcineurin-inhibitors or anti-TNFα inhibitors). RESULTS Among 268 patients, average mesalazine adherence trajectories did not predict week 52 steroid-free remission. Declining adherence over time strongly predicted treatment escalation (β = -.037, P = .001). By month 6, adherence rate ≤85.7% was associated with treatment escalation. CONCLUSIONS Non-adherence may have affected therapeutic efficacy of standardised mesalazine, thereby contributing to need for treatment escalation. Routine adherence monitoring for at least 6 months following treatment initiation and addressing adherence difficulties early in the disease course are recommended.
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Affiliation(s)
- Julia K. Carmody
- Cincinnati Children’s Hospital Medical Center, Division of Behavioral Medicine and Clinical Psychology, Cincinnati, OH, USA
| | - Jill Plevinsky
- Cincinnati Children’s Hospital Medical Center, Division of Behavioral Medicine and Clinical Psychology, Cincinnati, OH, USA
| | - James L. Peugh
- Cincinnati Children’s Hospital Medical Center, Division of Behavioral Medicine and Clinical Psychology, Cincinnati, OH, USA,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Lee A. Denson
- Cincinnati Children’s Hospital Medical Center, Schubert-Martin Inflammatory Bowel Disease Center, Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Cincinnati, OH, USA,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jeffrey S. Hyams
- Connecticut Children’s Medical Center and University of Connecticut School of Medicine, Hartford, CT, USA
| | - Debra Lobato
- Hasbro Children’s Hospital and Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Neal S. LeLeiko
- Hasbro Children’s Hospital and Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Kevin A. Hommel
- Cincinnati Children’s Hospital Medical Center, Division of Behavioral Medicine and Clinical Psychology, Cincinnati, OH, USA,Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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Tokarz R, Hyams JS, Mack DR, Boyle B, Griffiths AM, LeLeiko NS, Sauer CG, Shah S, Markowitz J, Baker SS, Rosh J, Baldassano RN, Kugathasan S, Walters T, Tagliafierro T, Sameroff S, Lee B, Che X, Oleynik A, Denson LA, Lipkin WI. Characterization of Stool Virome in Children Newly Diagnosed With Moderate to Severe Ulcerative Colitis. Inflamm Bowel Dis 2019; 25:1656-1662. [PMID: 31112614 PMCID: PMC7108593 DOI: 10.1093/ibd/izz099] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Indexed: 12/21/2022]
Abstract
BACKGROUND Viral infections have been suggested as possible triggers for the onset of ulcerative colitis (UC). METHODS We employed VirCapSeq-Vert, a high-throughput sequencing virus capture platform, to examine the stool virome of children with newly diagnosed moderate to severe UC. We surveyed fecal samples collected at presentation, after symptom remission, and from a control group diagnosed with irritable bowel syndrome. RESULTS Seventy subjects with UC (mean age 13 years, 45 had moderate symptoms, 25 had severe, 69 of 70 had a Mayo endoscopy subscore 2/3) were studied. We detected a wide range of animal viruses that were taxonomically classified into 12 viral families. A virus was present in 50% of fecal samples collected at presentation, 41% of samples collected after remission, and 40% of samples in our control group. The most frequently identified viruses were diet-based gyroviruses. The UC cohort had a significantly higher prevalence of anelloviruses compared with the control cohort. However, we did not identify a single virus that can be implicated in the onset of UC and did not find an association between UC disease severity and viral presence. CONCLUSION Presence of virus in stool was not associated with the onset of pediatric UC.
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Affiliation(s)
- Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA,Address correspondence to: Rafal Tokarz, Center for Infection and Immunity, Mailman School of Public Health, Columbia University, 722 West 168th Street, Room 1701, New York, NY 10032, USA. E-mail:
| | | | - David R Mack
- Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | | | | | - Sapana Shah
- Children’s Hospital of Pittsburgh, Pittsburgh, PA, USA
| | - James Markowitz
- Cohen Children’s Medical Center of New York, New Hyde Park, NY, USA
| | - Susan S Baker
- Women & Children’s Hospital of Buffalo WCHOB, Buffalo, NY, USA
| | - Joel Rosh
- Goryeb Children’s Hospital, Atlantic Health, Morristown, NJ, USA
| | | | | | | | - Teresa Tagliafierro
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA
| | - Stephen Sameroff
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA
| | - Bohyun Lee
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA
| | - Xiaoyu Che
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA
| | - Alexandra Oleynik
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, NY, USA
| | | | - W Ian Lipkin
- Cincinnati Children’s Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH, USA
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50
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Pediatric inflammatory bowel disease: continuous lessons for adult inflammatory bowel disease. Curr Opin Gastroenterol 2019; 35:265-274. [PMID: 31021923 DOI: 10.1097/mog.0000000000000548] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
PURPOSE OF REVIEW Prospective and inception inflammatory bowel disease (IBD) cohorts offer excellent opportunities to develop risk stratification strategies, use relevant tissue to explore the biology of IBD progression, and study the natural history of IBD in the era of biological therapy. Adult IBD care can learn important lessons from recent pediatric IBD studies. RECENT FINDINGS A recent multicenter inception cohort of pediatric IBD patients examining genetic, serologic, and microbiome data at diagnosis has been able to create a model for prediction of disease complications, describe compositional changes in gut microbiota associated with disease severity, identify markers of intestinal fibrosis, and confirm how important early life environmental exposures affect disease severity and phenotype. Analysis of gene and protein expression in mucosal samples has been shown to offer both diagnostic information about differentiation of ulcerative colitis (UC) vs. crohn's disease as well as implications for treatment efficacy. Important developments in treatment of growth failure with antitumor necrosis factor therapy, the effect of oral medication noncompliance, and dietary IBD therapy are outlined. SUMMARY Pediatric IBD research has been focusing on better phenotyping at diagnosis, and development of molecular signatures of future disease behavior by using relevant intestinal tissue rather than blood. This has moved IBD from being a heterogeneous group of diseases with an unknown disease course to a better-defined condition in which patients are accurately risk stratified and treated based on individualized distinct biological and clinical information.
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