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Yu N, Lee T, Tassone D, Vogrin S, Phan S, Wu DM, Zhang J, Wang L, Tjahyadi J, Dutt K, Liou H, Basnayake C, Wright E, Niewiadomski O, Lust M, Schulberg J, Kamm MA, Connell W, Thompson AJ, Hilmi I, Raja Ali RA, Wei SC, De Cruz P, Friedman AB, Moore GT, Van Langenberg D, Ding NS. 6-Thioguanine nucleotide levels are associated with infliximab but not adalimumab levels in inflammatory bowel disease patients on combination therapy. Intern Med J 2024. [PMID: 39234975 DOI: 10.1111/imj.16504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 07/31/2024] [Indexed: 09/06/2024]
Abstract
BACKGROUND Thiopurine co-therapy with anti-tumour necrosis factor-alpha (anti-TNFα) agents is associated with higher anti-TNFα drug levels and reduced immunogenicity in inflammatory bowel disease (IBD). AIMS We aimed to evaluate the association between 6-thioguanine nucleotide (6-TGN) and anti-TNFα levels and the optimal 6-TGN threshold level associated with higher anti-TNFα levels in combination therapy. METHODS We performed a retrospective cross-sectional multicentre study of patients with IBD on combination anti-TNFα and thiopurine maintenance therapy between January 2015 and August 2021. Primary outcomes were infliximab and adalimumab levels. Secondary outcomes were antibodies to infliximab (ATI) or adalimumab (ATA). Univariable and multivariable linear regression were performed to identify variables associated with anti-TNFα levels. Receiver operator characteristic curves were used to define the optimal 6-TGN cut-off levels associated with therapeutic anti-TNFα levels. RESULTS The study included 743 paired 6-TGN and anti-TNFα levels (640 infliximab and 103 adalimumab). 6-TGN levels were associated with infliximab levels, but not adalimumab levels, on univariable and multivariable regression. The optimal 6-TGN cut-off associated with therapeutic infliximab levels (≥5 mcg/mL) was 261 pmol/8 × 108 red blood cell (RBC) (area under the curve (AUC) = 0.57) for standard infliximab dosing and 227.5 pmol/8 × 108 RBC (AUC = 0.58) for escalated dosing. For therapeutic adalimumab levels (≥7.5 mcg/mL), the 6-TGN cut-off was 218.5 pmol/8 × 108 RBC (AUC = 0.59) for standard adalimumab dosing and 237.5 pmol/8 × 108 RBC (AUC = 0.63) for escalated dosing. CONCLUSION 6-TGN levels were weakly associated with infliximab but not adalimumab levels in combination therapy. 6-TGN levels in the lower end of the therapeutic range (230-260 pmol/8 × 108 RBC) may be adequate to maintain higher infliximab levels, particularly with escalated infliximab dosing.
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Affiliation(s)
- Natalie Yu
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Tanya Lee
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Daniel Tassone
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Sara Vogrin
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Steven Phan
- Department of Gastroenterology, Austin Health, Melbourne, Victoria, Australia
| | - Damien M Wu
- Department of Gastroenterology, Austin Health, Melbourne, Victoria, Australia
| | - Jason Zhang
- Department of Gastroenterology, Alfred Health and Monash University, Melbourne, Victoria, Australia
| | - Luke Wang
- Department of Gastroenterology, Monash Health, Melbourne, Victoria, Australia
| | - Jason Tjahyadi
- Department of Gastroenterology, Eastern Health, Melbourne, Victoria, Australia
| | - Krishneel Dutt
- Department of Gastroenterology, Eastern Health, Melbourne, Victoria, Australia
| | - Hana Liou
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Chamara Basnayake
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Emily Wright
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ola Niewiadomski
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Mark Lust
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Julien Schulberg
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Michael A Kamm
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - William Connell
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Alexander J Thompson
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ida Hilmi
- Department of Medicine, University of Malaya Medical Centre, Kuala Lumpur, Malaysia
| | - Raja A Raja Ali
- Department of Medicine, Hospital Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Shu C Wei
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Peter De Cruz
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Department of Gastroenterology, Austin Health, Melbourne, Victoria, Australia
| | - Antony B Friedman
- Department of Gastroenterology, Alfred Health and Monash University, Melbourne, Victoria, Australia
| | - Gregory T Moore
- Department of Gastroenterology, Monash Health, Melbourne, Victoria, Australia
- Department of Medicine, Monash University, Melbourne, Victoria, Australia
| | - Daniel Van Langenberg
- Department of Gastroenterology, Eastern Health, Melbourne, Victoria, Australia
- Department of Medicine, Monash University, Melbourne, Victoria, Australia
| | - Nik S Ding
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
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2
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Qiu Y, Hu S, Chao K, Huang L, Huang Z, Mao R, Su F, Zhang C, Lin X, Cao Q, Gao X, Chen M. Developing a Machine-Learning Prediction Model for Infliximab Response in Crohn's Disease: Integrating Clinical Characteristics and Longitudinal Laboratory Trends. Inflamm Bowel Dis 2024:izae176. [PMID: 39126463 DOI: 10.1093/ibd/izae176] [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] [Received: 03/11/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND Achieving long-term clinical remission in Crohn's disease (CD) with antitumor necrosis factor α (anti-TNF-α) agents remains challenging. AIMS This study aims to establish a prediction model based on patients' clinical characteristics using a machine-learning approach to predict the long-term efficacy of infliximab (IFX). METHODS Three cohorts comprising 746 patients with CD were included from 3 inflammatory bowel disease (IBD) centers between June 2013 and January 2022. Clinical records were collected from baseline, 14-, 30-, and 52-week post-IFX treatment. Three machine-learning approaches were employed to develop predictive models based on 23 baseline predictors. The SHapley Additive exPlanations (SHAP) algorithm was used to dissect underlying predictors, and latent class mixed model (LCMM) was applied for trajectory analysis of the longitudinal change of blood routine tests along with long-term IFX therapy. RESULTS The XGBoost model exhibited the best discrimination between long-term responders and nonresponders. In the internal training and testing set, the model achieved an AUC of 0.91 (95% CI, 0.86-0.95) and 0.71 (95% CI, 0.66-0.87), respectively. Moreover, it achieved a moderate predictive performance in the independent external cohort, with an AUC of 0.68 (95% CI, 0.59-0.77). The SHAP algorithm revealed disease-relevant laboratory measurements, notably hemoglobin (HB), white blood cells (WBC), erythrocyte sedimentation rate (ESR), albumin (ALB), and platelets (PLT), alongside age at diagnosis and the Montreal classification, as the most influential predictors. Furthermore, 2 distinct patient clusters based on dynamic laboratory tests were identified for monitoring the long-term remission. CONCLUSIONS The established prediction model demonstrated remarkable discriminatory power in distinguishing long-term responders from nonresponders to IFX therapy. The identification of distinct patient clusters further emphasizes the need for tailored therapeutic approaches in CD management.
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Affiliation(s)
- Yun Qiu
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Shixian Hu
- The Translational Medicine Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Kang Chao
- Department of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lingjie Huang
- Department of Gastroenterology, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Zicheng Huang
- Department of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ren Mao
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Fengyuan Su
- The Translational Medicine Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Chuhan Zhang
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiaoqing Lin
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Qian Cao
- Department of Gastroenterology, Sir Run Run Shaw Hospital of Zhejiang University, Hangzhou, China
| | - Xiang Gao
- Department of Gastroenterology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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3
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Forss A, Flis P, Sotoodeh A, Kapraali M, Rosenborg S. Acute interstitial nephritis in patients with inflammatory bowel disease treated with vedolizumab: a systematic review. Scand J Gastroenterol 2024; 59:821-829. [PMID: 38682791 DOI: 10.1080/00365521.2024.2345383] [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: 02/19/2024] [Accepted: 04/13/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Acute interstitial nephritis (AIN) is a complication of drugs that may cause permanent kidney injury. AIN has been reported in patients with inflammatory bowel disease (IBD) treated with the integrin inhibitor vedolizumab. Through systematic review of existing literature, we aimed to identify and describe cases of AIN in patients with IBD treated with vedolizumab. METHODS We searched Medline, Embase, Cochrane, and Web of Science Core Collection between 1 January 2009 and 25 April 2023. The search yielded 1473 publications. Titles and abstracts were screened by two independent reviewers. Seventy publications were reviewed in full-text. Eight met the inclusion criteria. Clinical characteristics of AIN cases were extracted. Case causality assessment was performed according to two international adverse drug reaction probability assessment scales. Results were reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS Nine biopsy-confirmed cases of AIN were reported in six patients with ulcerative colitis and three with Crohn's disease. Mean age at AIN onset was 36 years (range = 19-58) and the majority of patients were females (n = 6/9). Time from vedolizumab treatment initiation to AIN onset spanned from hours to 12 months. Common symptoms were fever and malaise. Creatinine levels were elevated in all patients. Five patients sustained permanent kidney injury. CONCLUSION Our findings suggest that vedolizumab, although rarely, could cause AIN in patients with IBD. Awareness of laboratory findings and symptoms consistent with AIN, along with monitoring of the kidney function, could be warranted in patients with IBD treated with vedolizumab.
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Affiliation(s)
- Anders Forss
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
- Gastroenterology Unit, Department of Gastroenterology, Dermatovenereology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Paulina Flis
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
- Clinical Pharmacology, Karolinska University Hospital, Stockholm, Sweden
| | - Adonis Sotoodeh
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Marjo Kapraali
- Gastroenterology Unit, Department of Gastroenterology, Dermatovenereology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Staffan Rosenborg
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
- Clinical Pharmacology, Karolinska University Hospital, Stockholm, Sweden
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Bourgonje AR, Ungaro RC, Mehandru S, Colombel JF. Targeting the Interleukin 23 Pathway in Inflammatory Bowel Disease. Gastroenterology 2024:S0016-5085(24)05124-2. [PMID: 38945499 DOI: 10.1053/j.gastro.2024.05.036] [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: 01/19/2024] [Revised: 04/23/2024] [Accepted: 05/24/2024] [Indexed: 07/02/2024]
Abstract
Interleukin (IL) 23, a member of the IL12 family of cytokines, maintains intestinal homeostasis, but is also implicated in the pathogenesis of inflammatory bowel diseases (IBDs). The IL23 receptor is a heterodimer composed of disulfide-linked p19 and p23 subunits. Humanized monoclonal antibodies selectively targeting the p19 subunit of IL23 are poised to become prominent drugs in IBDs. In this review, we discuss the pharmacodynamic and pharmacokinetic properties of the currently available IL23p19 inhibitors and discuss the mechanistic underpinnings of their therapeutic effects, including the mechanism of action, epitope affinity, potency, and downstream signaling. Furthermore, we address available data on the efficacy, safety, and tolerability of IL23-specific p19 inhibitors in the treatment of IBDs and discuss important studies performed in other immune-mediated inflammatory diseases. Finally, we evaluate the potential for combining classes of biological therapies and provide future directions on the development of precision medicine-guided positioning of IL23p19 inhibitors in IBD.
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Affiliation(s)
- Arno R Bourgonje
- The Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ryan C Ungaro
- The Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Saurabh Mehandru
- The Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jean-Frédéric Colombel
- The Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
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5
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Vootukuru N, Vasudevan A. Approach to loss of response to advanced therapies in inflammatory bowel disease. World J Gastroenterol 2024; 30:2902-2919. [PMID: 38947290 PMCID: PMC11212715 DOI: 10.3748/wjg.v30.i22.2902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 05/06/2024] [Accepted: 05/28/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Remarkable progress over the last decade has equipped clinicians with many options in the treatment of inflammatory bowel disease. Clinicians now have the unique opportunity to provide individualized treatment that can achieve and sustain remission in many patients. However, issues of primary non-response (PNR) and secondary loss of response (SLOR) to non-tumour necrosis factor inhibitor (TNFi) therapies remains a common problem. Specific issues include the choice of optimization of therapy, identifying when dose optimization will recapture response, establishing optimal dose for escalation and when to switch therapy. AIM To explores the issues of PNR and SLOR to non-TNFi therapies. METHODS This review explores the current evidence and literature to elucidate management options in cases of PNR/SLOR. It will also explore potential predictors for response following SLOR/PNR to therapies including the role of therapeutic drug monitoring (TDM). RESULTS In the setting of PNR and loss of response to alpha-beta7-integrin inhibitors and interleukin (IL)-12 and IL-23 inhibitors dose optimization is a reasonable option to capture response. For Janus kinase inhibitors dose optimization can be utilized to recapture response with loss of response. CONCLUSION The role of TDM in the setting of advanced non-TNFi therapies to identify patients who require dose optimization and as a predictor for clinical remission is not yet established and this remains an area that should be addressed in the future.
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Affiliation(s)
- Nikil Vootukuru
- Department of Gastroenterology and Hepatology, Eastern Health, Victoria, Box Hill 3128, Australia
- Eastern Health Clinical School, Monash University, Victoria, Box Hill 3128, Australia
| | - Abhinav Vasudevan
- Department of Gastroenterology and Hepatology, Eastern Health, Victoria, Box Hill 3128, Australia
- Eastern Health Clinical School, Monash University, Victoria, Box Hill 3128, Australia
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6
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Jones G, Calao M, Begun J, Sin S, Kouhkamari MH, Young E, Fernández-Peñas P, Watts A, Östör AJ. Impact of a Patient Support Program on time to discontinuation of adalimumab in Australian adult patients with immune-mediated inflammatory diseases-an observational study. PLoS One 2024; 19:e0300624. [PMID: 38870244 PMCID: PMC11175455 DOI: 10.1371/journal.pone.0300624] [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: 06/12/2023] [Accepted: 03/02/2024] [Indexed: 06/15/2024] Open
Abstract
This observational study evaluated the impact of a sponsor company-provided Patient Support Program (PSP) on discontinuation of adalimumab in adult Australian patients eligible for Pharmaceutical Benefit Scheme (PBS)-reimbursed adalimumab for Rheumatoid Arthritis (RA), Ankylosing Spondylitis (AS), Psoriatic Arthritis (PsA), Crohn's Disease (CD), Ulcerative Colitis (UC), or Hidradenitis Suppurativa (HS). Patients initiating adalimumab between May 2018 and September 2019 were enrolled into two prospective cohorts based on their decision to opt for or decline the PSP (PSP or non-PSP cohorts). In addition, a historical, retrospective Non-PSP cohort was established from the Services Australia 10% PBS dataset by extracting data of patients initiating adalimumab prior to the introduction of adalimumab PSPs and based on adalimumab PBS listing dates (AS: April 2007 to March 2009; PsA/RA: January 2007 to December 2008; CD: January 2009 to December 2010; HS and UC indications not included). Follow-up for all cohorts was 12 months. The primary endpoint was the time to discontinuation, compared between the prospective PSP cohort and the prospective or retrospective Non-PSP cohort. Inverse probability of treatment weighting was used to balance the cohorts. A Cox proportional hazards model indicated no difference in time to discontinuation between the prospective PSP (n = 162) and non-PSP (n = 65) cohorts (HR [95% CI] = 1.256 [0.616-2.563], p = 0.5304). The 12-month adalimumab persistence rates (95% CI) were 78% (69%, 84%) and 82% (67%, 90%), respectively. In contrast, discontinuation was less likely in the prospective PSP (n = 151) compared with the retrospective non-PSP (n = 297) cohort (HR [95% CI] = 0.44 [0.28-0.68], p<0.001). The 12-month persistence rates (95% CI) were 81% (76%, 90%) and 61% (56%, 67%), respectively. Overall, this study suggests that optimal adalimumab persistence can be achieved with either a structured PSP or healthcare support from other sources, but this was not the case more than a decade ago.
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Affiliation(s)
- Graeme Jones
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Miriam Calao
- Abbvie Pty Ltd, Mascot, New South Wales, Australia
| | - Jakob Begun
- Mater Research, Brisbane, QLD, Australia
- Department of Gastroenterology, Mater Hospital, Brisbane, QLD, Australia
| | - Shirley Sin
- Abbvie Pty Ltd, Mascot, New South Wales, Australia
| | | | - Elisa Young
- Southern Star Research Pty Ltd, Gordon, Australia
| | - Pablo Fernández-Peñas
- Department of Dermatology, The University of Sydney, Westmead Hospital, Sydney, Australia
| | - Alan Watts
- Abbvie Pty Ltd, Mascot, New South Wales, Australia
| | - Andrew J. Östör
- Melbourne and ANU, Canberra & Emeritus Research, Monash University, Melbourne, Australia
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7
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Minotti C, Costenaro P, Donà D, Zuliani M, Bosa L, Leon A, Perilongo G, Gaio P, Martini G, Cananzi M. Disseminated Mycobacterial Infection With Reactive Polyarthritis (Poncet's Disease) During Immune-suppressive Treatment Including Ustekinumab for Pediatric Crohn's Disease. Pediatr Infect Dis J 2024; 43:543-549. [PMID: 38377462 DOI: 10.1097/inf.0000000000004277] [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: 02/22/2024]
Abstract
BACKGROUND The incidence of pediatric inflammatory bowel disease is increasing. tumor necrosis factor alpha inhibitors medicines improved the prognosis of affected subjects. Nonetheless, a proportion of patients do not respond or lose response to treatment. Newer biologics, like ustekinumab, have been approved for adults. The pediatric off-label use of these drugs is increasing, despite limited safety evidence. We report a case of disseminated mycobacterial infection (MI) presenting with reactive polyarthritis (Poncet's disease, PD) in a girl with Crohn's disease receiving various immunosuppressants, including ustekinumab. CASE REPORT A 12-year-old girl with Crohn's disease was admitted for acute-onset migratory polyarthritis of large and small joints and opioid-resistant pain. She had recently received adalimumab and methotrexate and was currently under treatment with ustekinumab. She was vaccinated with Bacillus Calmette-Guérin and screened for tuberculosis before starting immunosuppressants. Interferon-gamma release assay, Mantoux test and chest computed tomography scan were negative. Disseminated MI with PD was diagnosed following positive cultures for Mycobacterium tuberculosis complex in blood and intestinal biopsies (with negative in synovial fluid and gastric aspirate). Whole-exome sequencing did not identify any genetic susceptibility to MI. Antituberculosis treatment eradicated MI. CONCLUSIONS Children with inflammatory bowel disease receiving combination immunosuppressive treatments including tumor necrosis factor alpha inhibitors and anti-IL-12/23 agents are at higher risk for MI. Disseminated MI should be considered and ruled out in these patients when presenting with pulmonary, extrapulmonary or unusual clinical manifestations, like PD. The collection of multiple specimens (including intestinal biopsies) for mycobacterial culture is recommended when mycobacterial disease is suspected.
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Affiliation(s)
- Chiara Minotti
- From the Division of Pediatric Infectious Diseases, Department of Women's and Children's Health, University of Padova, Padova, Italy
- PhD Program in Clinical Research, Pediatric Research Center, University Children's Hospital Basel, Basel, Switzerland
| | - Paola Costenaro
- From the Division of Pediatric Infectious Diseases, Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Daniele Donà
- From the Division of Pediatric Infectious Diseases, Department of Women's and Children's Health, University of Padova, Padova, Italy
| | - Monica Zuliani
- Pediatric Radiology, Department for Integrated Diagnostic Services
| | - Luca Bosa
- Pediatric Gastroenterology, Digestive Endoscopy, Hepatology and Care of the Child with Liver Transplantation, Department of Women's and Children's Health, University Hospital of Padova
| | | | | | - Paola Gaio
- Pediatric Gastroenterology, Digestive Endoscopy, Hepatology and Care of the Child with Liver Transplantation, Department of Women's and Children's Health, University Hospital of Padova
| | - Giorgia Martini
- Pediatric Rheumatology, Department of Women's and Children's Health, University Hospital of Padova, Padova, Italy
| | - Mara Cananzi
- Pediatric Gastroenterology, Digestive Endoscopy, Hepatology and Care of the Child with Liver Transplantation, Department of Women's and Children's Health, University Hospital of Padova
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8
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Zhong T, Cheng X, Gu Q, Fu G, Wang Y, Jiang Y, Xu J, Jiang Z. Integrated analyses reveal the diagnostic and predictive values of COL5A2 and association with immune environment in Crohn's disease. Genes Immun 2024; 25:209-218. [PMID: 38789829 PMCID: PMC11178494 DOI: 10.1038/s41435-024-00276-5] [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: 09/18/2023] [Revised: 05/03/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024]
Abstract
The pathogenesis of Crohn's disease (CD) involves abnormal immune cell infiltration and dysregulated immune response. Therefore, thorough research on immune cell abnormalities in CD is crucial for improved treatment of this disease. Single-cell RNA sequencing (scRNA-seq) and bulk RNA-seq data of CD were obtained from the Gene Expression Omnibus (GEO) database. Cell-type identification by estimating relative subsets of RNA transcripts (CIBERSORT), weighted gene co-expression network analysis (WGCNA), protein-protein interaction (PPI) networks evaluated the proportion of immune infiltrating cells, constructed co-expression network and identified key genes, respectively. Based on the dataset (GSE134809), 15 cell clusters were defined and labeled as different cell types. Among the 11 modules, the yellow module had the closest relationship with plasma cells (cluster 5). Confirmed using RNA sequencing and IHC assay, the expression of COL5A2 in CD samples was higher than that in control samples. Furthermore, the COL5A2 protein expression remarkably decreased in the group of patients who responded to anti-tumor necrosis factor (TNF) treatments, compared to the non-response group. The comprehensive analyses described here provided novel insight into the landscape of CD-associated immune environment. In addition, COL5A2 were identified as potential diagnostic indicators for CD, as well as promising predictive markers for CD patients.
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Affiliation(s)
- Tingting Zhong
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xiaoqing Cheng
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qianru Gu
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Guoxiang Fu
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yihong Wang
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yujie Jiang
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jiaqi Xu
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
| | - Zhinong Jiang
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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9
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Bromeo AJ, Karaca I, Ghoraba HH, Lyu X, Than NTT, Ongpalakorn P, Shin YU, Uludag G, Tran ANT, Thng ZX, Do DV, Or CMC, Nguyen QD. Risk factors for development of anti-adalimumab antibodies in non-infectious uveitis. Heliyon 2024; 10:e29313. [PMID: 38694084 PMCID: PMC11061690 DOI: 10.1016/j.heliyon.2024.e29313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 04/04/2024] [Accepted: 04/04/2024] [Indexed: 05/03/2024] Open
Abstract
Purpose To evaluate risk factors associated with development of anti-adalimumab antibodies (AAA) in patients with non-infectious uveitis treated with adalimumab. Methods A retrospective, cross-sectional, case-control study was done evaluating patients with non-infectious uveitis treated with adalimumab for at least 12 months and have undergone testing for AAA levels. Demographics, clinical characteristics, grading of ocular inflammation, and previous and concomitant immunomodulatory therapy were assessed. Univariate and multivariate analysis were done to estimate odds ratio (OR) with 95% confidence intervals for the various risk factors. Results A total of 31 patients were included in the analysis, in which 12 patients who tested positive (Group 1) were matched with 19 patients who tested negative for AAA (Group 2). The groups differed significantly in terms of sex (female) (91.7% vs 52.6%, p = 0.046), presence of systemic disease (91.7% vs 42.1%, p = 0.008), and presence of anterior chamber inflammation at baseline (100% vs 63.2%, p = 0.026). A history of interruption in anti-TNF therapy prior to starting or restarting adalimumab was found to have an increased odds for development of AAA (OR 16.89 [2.92, 107.11], p = 0.008), as well as flare-ups (reactivation of disease) during adalimumab therapy (OR 6.77 [1.80, 61.80], p = 0.027). Weekly dosing of adalimumab was shown to decrease odds of AAA development (OR 0.34 [0.02, 0.70], p = 0.040), while concomitant anti-metabolite therapy was not shown to be a statistically significant protective factor (OR 2.22 [0.50, 9.96], p = 0.148). Conclusions History of interruption in anti-TNF therapy and flare during adalimumab were associated with development of AAA, while weekly dosing of adalimumab was protective against AAA. Identification of those with higher risk of developing AAA may guide in clinical decision making to optimize management for these patients.
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Affiliation(s)
| | - Irmak Karaca
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | | | - Xun Lyu
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | | | - Prapatsorn Ongpalakorn
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
- Nopparat Rajathanee Hospital, Bangkok, Thailand
| | - Yong Un Shin
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
- Department of Ophthalmology, Hanyang University College of Medicine, Seoul, South Korea
| | - Gunay Uludag
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
| | | | - Zheng Xian Thng
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
- National Healthcare Group Eye Institute, Tan Tock Seng Hospital, Singapore
| | - Diana V. Do
- Byers Eye Institute, Stanford University, Palo Alto, CA, USA
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Peyrin-Biroulet L, Bossuyt P, Bettenworth D, Loftus EV, Anjie SI, D'Haens G, Saruta M, Arkkila P, Park H, Choi D, Kim DH, Reinisch W. Comparative Efficacy of Subcutaneous and Intravenous Infliximab and Vedolizumab for Maintenance Treatment of TNF-naive Adult Patients with Inflammatory Bowel Disease: A Systematic Literature Review and Network Meta-analysis. Dig Dis Sci 2024; 69:1808-1825. [PMID: 38499736 PMCID: PMC11098872 DOI: 10.1007/s10620-023-08252-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/14/2023] [Indexed: 03/20/2024]
Abstract
BACKGROUND Infliximab and vedolizumab are widely used to treat Crohn's disease (CD) and ulcerative colitis (UC). AIMS This systematic review and network meta-analysis evaluated comparative efficacy of various regimens for intravenous or subcutaneous infliximab and vedolizumab during maintenance treatment in CD and UC. METHODS Parallel-group randomized controlled trials (RCTs) were identified by a systematic literature review (CRD42022383401) and included if they evaluated therapeutics of interest for maintenance treatment of adults with moderate-to-severe luminal CD or UC and assessed clinical remission between Weeks 30 and 60. Clinical remission rates in CD or UC and mucosal healing rates in UC were analyzed in a Bayesian network meta-analysis model. Endoscopic outcomes in CD were synthesized by proportional meta-analysis. RESULTS Overall, 13 RCTs were included in the analyses. All vedolizumab studies randomized induction responders to maintenance treatment; infliximab studies used a treat-through design. Subcutaneous infliximab 120 mg every 2 weeks had the highest odds ratio (OR) [95% credible interval] versus placebo for clinical remission during the maintenance phase (CD: 5.90 [1.90-18.2]; UC: 5.45 [1.94-15.3]), with surface under the cumulative ranking curve (SUCRA) values of 0.91 and 0.82, respectively. For mucosal healing in UC, subcutaneous infliximab 120 mg every 2 weeks showed the highest OR (4.90 [1.63-14.1]), with SUCRA value of 0.73, followed by intravenous vedolizumab 300 mg every 4 weeks (SUCRA value, 0.70). Endoscopic outcomes in CD were better with subcutaneous infliximab 120 mg every 2 weeks than intravenous infliximab 5 mg/kg every 8 weeks. CONCLUSIONS Subcutaneous infliximab showed a favorable efficacy profile for achieving clinical remission and endoscopic outcomes during maintenance treatment in CD or UC.
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Affiliation(s)
- L Peyrin-Biroulet
- Department of Gastroenterology, Centre Hospitalier Régional Universitaire de Nancy, Nancy, France
| | - P Bossuyt
- Imelda GI Clinical Research Centre, Imelda General Hospital, Bonheiden, Belgium
| | - D Bettenworth
- Medical Faculty of the University of Münster, Münster, North Rhine-Westphalia, Germany
- CED Schwerpunktpraxis Münster, Münster, North Rhine-Westphalia, Germany
| | - E V Loftus
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - S I Anjie
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - G D'Haens
- Department of Gastroenterology and Hepatology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - M Saruta
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - P Arkkila
- Department of Gastroenterology, Helsinki University and Helsinki University Hospital, Helsinki, Finland
| | - H Park
- Medical Department, Celltrion Healthcare Co., Ltd, Incheon, Republic of Korea
- Global Medical Department, Celltrion Inc, Incheon, Republic of Korea
| | - D Choi
- Medical Department, Celltrion Healthcare Co., Ltd, Incheon, Republic of Korea
- Global Medical Department, Celltrion Inc, Incheon, Republic of Korea
| | - D- H Kim
- Medical Department, Celltrion Healthcare Co., Ltd, Incheon, Republic of Korea
- Global Medical Department, Celltrion Inc, Incheon, Republic of Korea
| | - W Reinisch
- Department of Internal Medicine III, Medical University of Vienna, 1090, Vienna, Austria.
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11
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Rodríguez-Moranta F, Argüelles-Arias F, Hinojosa Del Val J, Iborra Colomino M, Martín-Arranz MD, Menchén Viso L, Muñoz Núñez F, Ricart Gómez E, Sánchez-Hernández JG, Valdés-Delgado T, Guardiola Capón J, Barreiro-de Acosta M, Mañosa Ciria M, Zabana Abdo Y, Gutiérrez Casbas A. Therapeutic drug monitoring in inflammatory bowel diseases. Position statement of the Spanish Working Group on Crohn's Disease and Ulcerative Colitis. GASTROENTEROLOGIA Y HEPATOLOGIA 2024; 47:522-552. [PMID: 38311005 DOI: 10.1016/j.gastrohep.2024.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/31/2023] [Accepted: 01/18/2024] [Indexed: 02/06/2024]
Abstract
The treatment of inflammatory bowel disease has undergone a significant transformation following the introduction of biologic drugs. Thanks to these drugs, treatment goals have evolved from clinical response and remission to more ambitious objectives, such as endoscopic or radiologic remission. However, even though biologics are highly effective, a significant percentage of patients will not achieve an initial response or may lose it over time. We know that there is a direct relationship between the trough concentrations of the biologic and its therapeutic efficacy, with more demanding therapeutic goals requiring higher drug levels, and inadequate exposure being common. Therapeutic drug monitoring of biologic medications, along with pharmacokinetic models, provides us with the possibility of offering a personalized approach to treatment for patients with IBD. Over the past few years, relevant information has accumulated regarding its utility during or after induction, as well as in the maintenance of biologic treatment, in reactive or proactive strategies, and prior to withdrawal or treatment de-escalation. The aim of this document is to establish recommendations regarding the utility of therapeutic drug monitoring of biologics in patients with inflammatory bowel disease, in different clinical practice scenarios, and to identify areas where its utility is evident, promising, or controversial.
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Affiliation(s)
- Francisco Rodríguez-Moranta
- Servicio de Aparato Digestivo, Hospital Universitario de Bellvitge, IDIBELL, L'Hospitalet de Llobregat, Barcelona, España.
| | - Federico Argüelles-Arias
- Servicio de Aparato Digestivo, Hospital Universitario Virgen Macarena, Sevilla, España; Facultad de Medicina, Universidad de Sevilla, Sevilla, España
| | | | - Marisa Iborra Colomino
- Servicio de Aparato Digestivo, Hospital Universitario y Politécnico de La Fe, Valencia, España
| | - M Dolores Martín-Arranz
- Servicio de Aparato Digestivo, Hospital Universitario La Paz, Facultad de Medicina de la UAM, Fundación para la investigación del Hospital Universitario la Paz (IDIPAZ), Madrid, España
| | - Luis Menchén Viso
- Servicio de Aparato Digestivo, Hospital General Universitario Gregorio Marañón-IiSGM, Madrid, España; Departamento de Medicina, Facultad de Medicina, Universidad Complutense de Madrid, Madrid, España
| | - Fernando Muñoz Núñez
- Servicio de Aparato Digestivo, Hospital Universitario de Salamanca, Salamanca, España
| | - Elena Ricart Gómez
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), H. Clínic Barcelona, Barcelona, IDIBAPS, Barcelona, España
| | | | - Teresa Valdés-Delgado
- Servicio de Aparato Digestivo, Hospital Universitario Virgen Macarena, Sevilla, España
| | - Jordi Guardiola Capón
- Servicio de Gastroenterología, Hospital Universitario de Bellvitge, IDIBELL, L'Hospitalet de Llobregat, Barcelona, España
| | - Manuel Barreiro-de Acosta
- Servicio de Gastroenterología, Hospital Clínico Universitario de Santiago, A Coruña, España; Fundación Instituto de Investigación Sanitaria de Santiago de Compostela (IDIS), A Coruña, España
| | - Míriam Mañosa Ciria
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, España; Unidad de Enfermedad Inflamatoria Intestinal, Servicio de Gastroenterología, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, España
| | - Yamile Zabana Abdo
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, España; Unidad de Enfermedad Inflamatoria Intestinal, Servicio de Gastroenterología, Hospital Mútua de Terrassa (HMT), Terrassa, Barcelona, España
| | - Ana Gutiérrez Casbas
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Madrid, España; Hospital General Universitario de Alicante, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, España
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12
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Bello F, Muhsen S, Sabhan H, Borin A, Johansson F, Höög C, Forsberg O, Wennerström C, Söderman C, Lördal M, Almer S. Long-term real-world data of ustekinumab in Crohn's disease: the Stockholm ustekinumab study. Therap Adv Gastroenterol 2024; 17:17562848241242700. [PMID: 38655034 PMCID: PMC11036920 DOI: 10.1177/17562848241242700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 03/11/2024] [Indexed: 04/26/2024] Open
Abstract
Background Ustekinumab is used to treat inflammatory bowel disease mainly in patients failing anti-tumour necrosis factor (TNF)-agents. Objectives To provide real-world data in unselected patients with Crohn's disease (CD), treated with ustekinumab. Design Longitudinal retrospective study at four hospitals in Stockholm, Sweden. Methods Disease activity (Harvey-Bradshaw index and physician global assessment), laboratory parameters, endoscopic findings and drug persistence were assessed. Follow-up data were obtained in patients that stopped ustekinumab. Results In total, 322 patients (median age 38 years, 48% women) were included. All had luminal disease and 22% also fistulizing disease. A total of 271 (84%) had failed ⩾1 and 148 (46%) ⩾2 anti-TNF drugs; 34% failed vedolizumab. At inclusion, 93% had active disease; 28% were on oral corticosteroids and 18% on thiopurines. The median follow-up on treatment was 13.5 months; overall 67% were followed at least 24 months. By intention to treat analysis, response rate at 3 and 12 months was 43% and 42%, respectively. Among patients with ongoing ustekinumab, 19% were in steroid-free remission at 3 months and 64% at 12 months. The median faecal calprotectin level decreased from 460 µg/g at baseline to 156 µg/g at 3 months and was 182 µg/g at 12 months. C-reactive protein remained stable at 4 mg/L whereas serum albumin increased slightly. About 31% of patients were withdrawn during the first 12 months, mainly due to persisting disease activity 21%, adverse events 5%, bowel surgery 0.6% or malignancy 0.3%. The overall persistence on ustekinumab was 88%, 51%, 34% and 20% at 3, 12, 24 and 36 months, respectively. Within 12 months following withdrawal of ustekinumab in 121 patients, 64% had active disease most of the time, 68% needed another biologic and 24% underwent surgery. Conclusion Among difficult-to-treat patients with CD, ustekinumab was effective in the majority, with high drug persistence at 12 and 24 months in combination with a favourable safety profile.
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Affiliation(s)
- Francesca Bello
- Karolinska Institutet, Department of Medicine Solna, Karolinska University Hospital, Centre for Digestive Health, Department of Gastroenterology, Dermatovenereology and Rheumatology, Stockholm, Sweden
| | - Samer Muhsen
- Division of Gastroenterology and Hepatology, Department of Medicine, Danderyd Hospital, Danderyd, Sweden
| | - Haider Sabhan
- Gastroenterology Unit, Medical Department, St Göran’s Hospital, Stockholm, Sweden
| | | | | | - Charlotte Höög
- Department of Upper Digestive Diseases, Karolinska University Hospital, Stockholm, Sweden Department of Medicine Huddinge, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Charlotte Söderman
- Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden Gastroenterology Unit, Medical Department, St Göran’s Hospital, Stockholm, Sweden
| | - Mikael Lördal
- Division of Gastroenterology and Hepatology, Department of Medicine, Danderyd Hospital, Danderyd, Sweden
| | - Sven Almer
- Karolinska Institutet, Department of Medicine Solna, Karolinska University Hospital, Centre for Digestive Health, Department of Gastroenterology B4:09, Dermatovenereology and Rheumatology, SE-171 76 Stockholm, Sweden
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13
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Sun M, Ju J, Xu H, Luo M, Li Z, Wang Y. Antibiotics influence the risk of anti-drug antibody formation during anti-TNF therapy in Chinese inflammatory bowel disease patients. Front Pharmacol 2024; 15:1360835. [PMID: 38655181 PMCID: PMC11035825 DOI: 10.3389/fphar.2024.1360835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 03/20/2024] [Indexed: 04/26/2024] Open
Abstract
Aims: The formation of anti-drug antibodies (ADAs) during anti-tumor necrosis factor (anti-TNF) therapy is reported to lead to reducing serum drug levels, which may bring about a loss of response to treatment. Previous research has suggested an association between specific antibiotic classes and ADA formation during anti-TNF therapy. However, there are few studies specifically examining this association in Chinese inflammatory bowel disease (IBD) patients. Therefore, our study aimed to evaluate the possible effect of antibiotic use on ADA formation to anti-TNF therapy in Chinese patients with IBD. Methods: A total of 166 patients with IBD, including 149 with Crohn's disease (CD) and 17 with ulcerative colitis (UC), were included in this retrospective analysis. These patients were initially treated with anti-TNF therapy (infliximab or adalimumab) after January 2018 and reviewed with available ADA levels before October 2023. After univariable analysis of all the variables, a multivariate Cox proportional hazards model was used to assess the association between antibiotic use and ADA development. Results: Among 166 IBD patients treated with infliximab (108/166, 65.1%) or adalimumab (58/166, 34.9%), 31 patients (18.7%) were measured as positive ADA levels. Cox proportional hazard model demonstrated an increased risk of ADA formation in IBD patients who used β-lactam-β-lactamase inhibitor combinations (BL-BLIs) (HR = 5.143, 95%CI 1.136-23.270, p = 0.033), or nitroimidazoles (HR = 4.635, 95%CI 1.641-13.089, p = 0.004) during 12 months before the ADA test. On the contrary, a reduced risk was noted in patients treated with fluoroquinolones (HR = 0.258, 95% CI 0.072-0.924, p = 0.037). Moreover, the median serum infliximab or adalimumab concentration in patients with positive ADA levels was significantly lower than that in patients with negative ADA levels (infliximab: 0.30 vs. 1.85 μg/mL, p < 0.0001; adalimumab: 0.45 vs. 7.55 μg/mL, p = 0.0121). Conclusion: ADA development is associated with various antibiotic classes. BL-BLIs and nitroimidazoles might increase the risk of ADA formation during anti-TNF therapy in Chinese IBD patients, while the treatment with fluoroquinolones could probably reduce such risk. There were certain limitations in the retrospective analysis of the study, therefore, the results are just for reference, and other studies are needed to further confirm our findings.
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Affiliation(s)
| | | | | | | | | | - Yufang Wang
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China
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14
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Plaza J, Mínguez A, Bastida G, Marqués R, Nos P, Poveda JL, Moret-Tatay I. Genetic Variants Associated with Biological Treatment Response in Inflammatory Bowel Disease: A Systematic Review. Int J Mol Sci 2024; 25:3717. [PMID: 38612528 PMCID: PMC11012229 DOI: 10.3390/ijms25073717] [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: 01/16/2024] [Revised: 03/05/2024] [Accepted: 03/21/2024] [Indexed: 04/14/2024] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the digestive tract usually characterized by diarrhea, rectal bleeding, and abdominal pain. IBD includes Crohn's disease and ulcerative colitis as the main entities. IBD is a debilitating condition that can lead to life-threatening complications, involving possible malignancy and surgery. The available therapies aim to achieve long-term remission and prevent disease progression. Biologics are bioengineered therapeutic drugs that mainly target proteins. Although they have revolutionized the treatment of IBD, their potential therapeutic benefits are limited due to large interindividual variability in clinical response in terms of efficacy and toxicity, resulting in high rates of long-term therapeutic failure. It is therefore important to find biomarkers that provide tailor-made treatment strategies that allow for patient stratification to maximize treatment benefits and minimize adverse events. Pharmacogenetics has the potential to optimize biologics selection in IBD by identifying genetic variants, specifically single nucleotide polymorphisms (SNPs), which are the underlying factors associated with an individual's drug response. This review analyzes the current knowledge of genetic variants associated with biological agent response (infliximab, adalimumab, ustekinumab, and vedolizumab) in IBD. An online literature search in various databases was conducted. After applying the inclusion and exclusion criteria, 28 reports from the 1685 results were employed for the review. The most significant SNPs potentially useful as predictive biomarkers of treatment response are linked to immunity, cytokine production, and immunorecognition.
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Affiliation(s)
- Javier Plaza
- Inflammatory Bowel Disease Research Group, Health Research Institute La Fe (IIS La Fe), 46026 Valencia, Spain; (J.P.); (A.M.)
- Department of Pharmacy and Pharmaceutical Technology and Parasitology, University of Valencia, 46100 Valencia, Spain
| | - Alejandro Mínguez
- Inflammatory Bowel Disease Research Group, Health Research Institute La Fe (IIS La Fe), 46026 Valencia, Spain; (J.P.); (A.M.)
- Inflammatory Bowel Disease Unit, Gastroenterology Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (G.B.); (P.N.)
| | - Guillermo Bastida
- Inflammatory Bowel Disease Unit, Gastroenterology Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (G.B.); (P.N.)
| | - Remedios Marqués
- Pharmacy Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (R.M.); (J.L.P.)
| | - Pilar Nos
- Inflammatory Bowel Disease Unit, Gastroenterology Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (G.B.); (P.N.)
| | - Jose Luis Poveda
- Pharmacy Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (R.M.); (J.L.P.)
| | - Inés Moret-Tatay
- Inflammatory Bowel Disease Research Group, Health Research Institute La Fe (IIS La Fe), 46026 Valencia, Spain; (J.P.); (A.M.)
- General Directorate of Public Health, Council of Healthcare, 46021 Valencia, Spain
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15
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Manceñido Marcos N, Novella Arribas B, Mora Navarro G, Rodríguez Salvanés F, Loeches Belinchón P, Gisbert JP. Efficacy and safety of proactive drug monitoring in inflammatory bowel disease treated with anti-TNF agents: A systematic review and meta-analysis. Dig Liver Dis 2024; 56:421-428. [PMID: 37422409 DOI: 10.1016/j.dld.2023.06.028] [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: 05/24/2023] [Revised: 06/22/2023] [Accepted: 06/23/2023] [Indexed: 07/10/2023]
Abstract
BACKGROUND AND AIMS A systematic review and a meta-analysis of the literature was conducted to assess efficacy and safety of proactive therapeutic drug monitoring (TDM) versus conventional management during maintenance treatment with anti-tumour necrosis factor (anti-TNFα) in patients with inflammatory bowel disease (IBD). METHODS A search was conducted up to January 2022 (MEDLINE, EMBASE, and the Cochrane Library). The primary outcome was the ability to maintain clinical remission at 12 months. The certainty of evidence was determined using the GRADE approach. RESULTS Nine studies were identified: one systematic review, six randomised clinical trials, and two cohort studies. No superior efficacy of proactive TDM [relative risk 1.16; 95% confidence interval (CI): 0.98-1.37, n=528; I2=55%] was shown. Proactive TDM could improve the durability of anti-TNFα treatment [odds ratio (OR) 0.12; 95%CI: 0.05-0.27; n=390; I2=45%), prevent acute infusion reactions (OR 0.21; 95%CI: 0.05-0.82; n=390; I2=0%), decrease adverse events (OR 0.38; 95%CI: 0.15-0.98; n=390; I2=14%), and reduce the probability of surgery, at lower economical expenditure. CONCLUSIONS The analysed evidence did not confirm the superiority of proactive TDM of anti-TNFα treatment over conventional management in patients with IBD, so proactive TDM should not currently be recommended.
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Affiliation(s)
- Noemí Manceñido Marcos
- Gastroenterology Department, Hospital Universitario Infanta Sofía, Universidad Europea de Madrid (UEM), San Sebastián de los Reyes, Spain.
| | | | | | | | | | - Javier P Gisbert
- Gastroenterology Department, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-Princesa), Universidad Autónoma de Madrid (UAM), and Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
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16
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Otten AT, van der Meulen HH, Steenhuis M, Loeff FC, Touw DJ, Kosterink JGW, Frijlink HW, Rispens T, Dijkstra G, Visschedijk MC, Bourgonje AR. Clinical Validation of a Capillary Blood Home-Based Self-Sampling Technique for Monitoring of Infliximab, Vedolizumab, and C-Reactive Protein Concentrations in Patients With Inflammatory Bowel Disease. Inflamm Bowel Dis 2024; 30:325-335. [PMID: 37265165 PMCID: PMC10906358 DOI: 10.1093/ibd/izad103] [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: 02/07/2023] [Indexed: 06/03/2023]
Abstract
BACKGROUND Therapeutic drug monitoring provides important guidance for treatment of patients with inflammatory bowel disease (IBD) and could help to early identify treatment failure. This study aimed to validate a finger prick-based capillary blood sampling technique to measure biological trough levels and C-reactive protein (CRP) and evaluate patient performance and -support. METHODS In this prospective cohort study, patients with IBD receiving infliximab (IFX) or vedolizumab (VEDO) therapy performed finger prick-based capillary blood sampling at home. Additionally, blood was collected through routinely performed in-hospital venepuncture prior to biological infusion. IFX, VEDO, and CRP concentrations were measured by enzyme-linked immunosorbent assay. The concordance between methods was statistically evaluated and a survey was conducted to assess practicality and patient support. RESULTS In total, 81 patients (46 IFX, 35 VEDO) were enrolled. Mean differences between both methods were 0.42 (95% confidence interval, -1.74 to 2.58) μg/mL for IFX and 0.72 (95% confidence interval, -5.50 to 6.94) μg/mL for VEDO. Passing-Bablok regressions demonstrated no evidence for systematic or proportional biases. Venous and capillary IFX (ρ = 0.96, P < .001) and VEDO (ρ = 0.97, P < .001) levels strongly correlated and showed high intermethod agreement (Cohen's kappa: IFX = 0.82; VEDO = 0.94). Similarly, venous and capillary CRP levels were strongly correlated (ρ = 0.99, P < .001). Most patients (>95%) were able to successfully perform the self-sampling at home without prior instructions. CONCLUSIONS This study clinically validated a finger prick-based capillary blood self-sampling technique allowing concomitant home monitoring of biological levels and CRP for patients with IBD, who reported substantial support, tolerability, and practicality.
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Affiliation(s)
- Antonius T Otten
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
| | - Hedwig H van der Meulen
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
| | - Maurice Steenhuis
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, the Netherlands
| | - Floris C Loeff
- Biologics Laboratory, Sanquin Diagnostic Services, Amsterdam, the Netherlands
| | - Daan J Touw
- Department of Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Jos G W Kosterink
- Department of PharmacoTherapy, Epidemiology and Economy, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Henderik W Frijlink
- Department of Pharmaceutical Technology and Biopharmacy, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Theo Rispens
- Department of Immunopathology, Sanquin Research, Amsterdam, the Netherlands
| | - Gerard Dijkstra
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
| | - Marijn C Visschedijk
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
| | - Arno R Bourgonje
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, the Netherlands
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17
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Bai BYH, Reppell M, Smaoui N, Waring JF, Pivorunas V, Guay H, Lin S, Chanchlani N, Bewshea C, Goodhand JR, Kennedy NA, Ahmad T, Anderson CA. Baseline Expression of Immune Gene Modules in Blood is Associated With Primary Response to Anti-TNF Therapy in Crohn's Disease Patients. J Crohns Colitis 2024; 18:431-445. [PMID: 37776235 PMCID: PMC10906954 DOI: 10.1093/ecco-jcc/jjad166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/22/2023] [Accepted: 09/28/2023] [Indexed: 10/02/2023]
Abstract
BACKGROUND AND AIMS Anti-tumour necrosis factor [anti-TNF] therapy is widely used for the treatment of inflammatory bowel disease, yet many patients are primary non-responders, failing to respond to induction therapy. We aimed to identify blood gene expression differences between primary responders and primary non-responders to anti-TNF monoclonal antibodies [infliximab and adalimumab], and to predict response status from blood gene expression and clinical data. METHODS The Personalised Anti-TNF Therapy in Crohn's Disease [PANTS] study is a UK-wide prospective observational cohort study of anti-TNF therapy outcome in anti-TNF-naive Crohn's disease patients [ClinicalTrials.gov identifier: NCT03088449]. Blood gene expression in 324 unique patients was measured by RNA-sequencing at baseline [week 0], and at weeks 14, 30, and 54 after treatment initiation [total sample size = 814]. RESULTS After adjusting for clinical covariates and estimated blood cell composition, baseline expression of major histocompatibility complex, antigen presentation, myeloid cell enriched receptor, and other innate immune gene modules was significantly higher in anti-TNF responders vs non-responders. Expression changes from baseline to week 14 were generally of consistent direction but greater magnitude [i.e. amplified] in responders, but interferon-related genes were upregulated uniquely in non-responders. Expression differences between responders and non-responders observed at week 14 were maintained at weeks 30 and 54. Prediction of response status from baseline clinical data, cell composition, and module expression was poor. CONCLUSIONS Baseline gene module expression was associated with primary response to anti-TNF therapy in PANTS patients. However, these baseline expression differences did not predict response with sufficient sensitivity for clinical use.
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Affiliation(s)
- Benjamin Y H Bai
- Genomics of Inflammation and Immunity Group, Wellcome Sanger Institute, Hinxton, UK
- Postgraduate School of Life Sciences, University of Cambridge, Cambridge, UK
| | | | | | | | | | | | - Simeng Lin
- Department of Gastroenterology, Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - Neil Chanchlani
- Department of Gastroenterology, Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - Claire Bewshea
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - James R Goodhand
- Department of Gastroenterology, Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - Nicholas A Kennedy
- Department of Gastroenterology, Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - Tariq Ahmad
- Department of Gastroenterology, Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
- Exeter Inflammatory Bowel Disease and Pharmacogenetics Research Group, University of Exeter, Exeter, UK
| | - Carl A Anderson
- Genomics of Inflammation and Immunity Group, Wellcome Sanger Institute, Hinxton, UK
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18
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Zheng FY, Yang KS, Min WC, Li XZ, Xing Y, Wang S, Zhang YS, Zhao QC. Is tumor necrosis factor-α monoclonal therapy with proactive therapeutic drug monitoring optimized for inflammatory bowel disease? Network meta-analysis. World J Gastrointest Surg 2024; 16:571-584. [PMID: 38463352 PMCID: PMC10921189 DOI: 10.4240/wjgs.v16.i2.571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 12/14/2023] [Accepted: 01/16/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND The efficacy and safety of anti-tumor necrosis factor-α (TNF-α) monoclonal antibody therapy [adalimumab (ADA) and infliximab (IFX)] with therapeutic drug monitoring (TDM), which has been proposed for inflammatory bowel disease (IBD) patients, are still controversial. AIM To determine the efficacy and safety of anti-TNF-α monoclonal antibody therapy with proactive TDM in patients with IBD and to determine which subtype of IBD patients is most suitable for proactive TDM interventions. METHODS As of July 2023, we searched for randomized controlled trials (RCTs) and observational studies in PubMed, Embase, and the Cochrane Library to compare anti-TNF-α monoclonal antibody therapy with proactive TDM with therapy with reactive TDM or empiric therapy. Pairwise and network meta-analyses were used to determine the IBD patient subtype that achieved clinical remission and to determine the need for surgery. RESULTS This systematic review and meta-analysis yielded 13 studies after exclusion, and the baseline indicators were balanced. We found a significant increase in the number of patients who achieved clinical remission in the ADA [odds ratio (OR) = 1.416, 95% confidence interval (CI): 1.196-1.676] and RCT (OR = 1.393, 95%CI: 1.182-1.641) subgroups and a significant decrease in the number of patients who needed surgery in the proactive vs reactive (OR = 0.237, 95%CI: 0.101-0.558) and IFX + ADA (OR = 0.137, 95%CI: 0.032-0.588) subgroups, and the overall risk of adverse events was reduced (OR = 0.579, 95%CI: 0.391-0.858) according to the pairwise meta-analysis. Moreover, the network meta-analysis results suggested that patients with IBD treated with ADA (OR = 1.39, 95%CI: 1.19-1.63) were more likely to undergo TDM, especially in comparison with patients with reactive TDM (OR = 1.38, 95%CI: 1.07-1.77). CONCLUSION Proactive TDM is more suitable for IBD patients treated with ADA and has obvious advantages over reactive TDM. We recommend proactive TDM in IBD patients who are treated with ADA.
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Affiliation(s)
- Fang-Yuan Zheng
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Kai-Si Yang
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Wen-Cheng Min
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Xin-Zhu Li
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Yu Xing
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Shuai Wang
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Ying-Shi Zhang
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
| | - Qing-Chun Zhao
- Teaching Hospital of Shenyang Pharmaceutical University, General Hospital of Northern Theater Command, Shenyang 110016, Liaoning Province, China
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19
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Desai D. Therapeutic drug monitoring in inflammatory bowel disease: A practical approach. Indian J Gastroenterol 2024; 43:93-102. [PMID: 38329599 DOI: 10.1007/s12664-024-01527-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Accepted: 01/03/2024] [Indexed: 02/09/2024]
Abstract
The global burden of inflammatory bowel diseases (IBD) is estimated at 4.9 million and the global prevalence exceeds 0.3%. Multiple newer therapeutic agents have broadened the options for the therapy of IBD in the last three decades. Thiopurines, however, have retained their place as maintenance therapy in IBD, especially in resource-constrained setting. But thiopurines have narrow therapeutic range, often needing discontinuation due to side effects or lack of efficacy. Biologic agents revolutionized the treatment of IBD, but the efficacy is lost in 50% of patient after one year. These outcomes are often due to inadequate drug concentrations that may lead to the development of antibodies as well as pharmacodynamic failure. Therapeutic drug monitoring (TDM) was proposed to reduce loss of response and to optimize the therapy in patients on thiopurine and biologic therapy. TDM is based on exposure-response relationship, suggesting a positive correlation between elevated serum anti-TNF concentrations and favorable therapeutic outcomes. TDM has multiple facets. This article discusses the benefits, evidence and limitations of TDM. The practical use of TDM in clinical practice is highlighted. Newer developments in the field and their relevance in practice are discussed.
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Affiliation(s)
- Devendra Desai
- P D Hinduja Hospital, Veer Savarkar Marg, Mahim, Mumbai, 400 016, India.
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20
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Wang Y, Luo Z, Zhou Z, Zhong Y, Zhang R, Shen X, Huang L, He W, Lin J, Fang J, Huang Q, Wang H, Zhang Z, Mao R, Feng ST, Li X, Huang B, Li Z, Zhang J, Chen Z. CT-based radiomics signature of visceral adipose tissue and bowel lesions for identifying patients with Crohn's disease resistant to infliximab. Insights Imaging 2024; 15:28. [PMID: 38289416 PMCID: PMC10828370 DOI: 10.1186/s13244-023-01581-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/25/2023] [Indexed: 02/02/2024] Open
Abstract
PURPOSE To develop a CT-based radiomics model combining with VAT and bowel features to improve the predictive efficacy of IFX therapy on the basis of bowel model. METHODS This retrospective study included 231 CD patients (training cohort, n = 112; internal validation cohort, n = 48; external validation cohort, n = 71) from two tertiary centers. Machine-learning VAT model and bowel model were developed separately to identify CD patients with primary nonresponse to IFX. A comprehensive model incorporating VAT and bowel radiomics features was further established to verify whether CT features extracted from VAT would improve the predictive efficacy of bowel model. Area under the curve (AUC) and decision curve analysis were used to compare the prediction performance. Clinical utility was assessed by integrated differentiation improvement (IDI). RESULTS VAT model and bowel model exhibited comparable performance for identifying patients with primary nonresponse in both internal (AUC: VAT model vs bowel model, 0.737 (95% CI, 0.590-0.854) vs. 0.832 (95% CI, 0.750-0.896)) and external validation cohort [AUC: VAT model vs. bowel model, 0.714 (95% CI, 0.595-0.815) vs. 0.799 (95% CI, 0.687-0.885)), exhibiting a relatively good net benefit. The comprehensive model incorporating VAT into bowel model yielded a satisfactory predictive efficacy in both internal (AUC, 0.840 (95% CI, 0.706-0.930)) and external validation cohort (AUC, 0.833 (95% CI, 0.726-0.911)), significantly better than bowel alone (IDI = 4.2% and 3.7% in internal and external validation cohorts, both p < 0.05). CONCLUSION VAT has an effect on IFX treatment response. It improves the performance for identification of CD patients at high risk of primary nonresponse to IFX therapy with selected features from RM. CRITICAL RELEVANCE STATEMENT Our radiomics model (RM) for VAT-bowel analysis captured the pathophysiological changes occurring in VAT and whole bowel lesion, which could help to identify CD patients who would not response to infliximab at the beginning of therapy. KEY POINTS • Radiomics signatures with VAT and bowel alone or in combination predicting infliximab efficacy. • VAT features contribute to the prediction of IFX treatment efficacy. • Comprehensive model improved the performance compared with the bowel model alone.
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Affiliation(s)
- Yangdi Wang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Zixin Luo
- Medical AI Lab, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, People's Republic of China
| | - Zhengran Zhou
- Zhongshan School of Medicine, Sun Yat-Sen University, 74 Zhongshan II Road, Guangzhou, Guangdong, People's Republic of China
| | - Yingkui Zhong
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-Sen University, Yuancun Er Heng Road, No. 26, Guangzhou, Guangdong, People's Republic of China
| | - Ruonan Zhang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Xiaodi Shen
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Lili Huang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Weitao He
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Jinjiang Lin
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Jiayu Fang
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Qiapeng Huang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, People's Republic of China
| | - Haipeng Wang
- Medical AI Lab, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, People's Republic of China
| | - Zhuya Zhang
- Medical AI Lab, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, People's Republic of China
| | - Ren Mao
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, People's Republic of China
| | - Shi-Ting Feng
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Xuehua Li
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China
| | - Bingsheng Huang
- Medical AI Lab, School of Biomedical Engineering, Shenzhen University Medical School, Shenzhen University, Shenzhen, Guangdong, People's Republic of China
| | - Zhoulei Li
- Department of Radiology, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, 510080, People's Republic of China.
| | - Jian Zhang
- Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, Guangdong, People's Republic of China.
- Health Science Center, School of Biomedical Engineering, Shenzhen University, Shenzhen, Guangdong, People's Republic of China.
| | - Zhihui Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital, Sun Yat-Sen University, 58 Zhongshan II Road, Guangzhou, Guangdong, People's Republic of China.
- Guangxi Hospital Division of The First Affiliated Hospital, Sun Yat-sen University, Nanning, Guangxi, People's Republic of China.
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21
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Jagt JZ, Holleman KW, Benninga MA, Van Limbergen JE, de Boer NKH, de Meij TGJ. Effectiveness of strategies to suppress antibodies to infliximab in pediatric inflammatory bowel disease. J Pediatr Gastroenterol Nutr 2024; 78:57-67. [PMID: 38291692 DOI: 10.1002/jpn3.12041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 09/27/2023] [Accepted: 10/24/2023] [Indexed: 02/01/2024]
Abstract
OBJECTIVES Antibodies to infliximab (ATIs) are associated with loss of response in children with inflammatory bowel disease (IBD). We aimed to describe the effectiveness of strategies for treatment modification following ATI development in pediatric IBD: (1) treatment escalation; and (2) switching to another anti-TNF agent. METHODS This multicenter retrospective study included children with IBD (4-18 years) on infliximab. Therapeutic drug monitoring (TDM) < 6 months and corticosteroid-free remission following each strategy were evaluated for low ATI titers (≤30 AU/mL) and high ATI titers (>30 AU/mL). RESULTS Anti-infliximab antibodies were detected in 52/288 patients (18%) after a median of 15.3 months. Three of 52 ATI-positive patients were excluded due to alternative treatments. Of the remaining 49 patients, 19 had low titers and 30 had high titers. Of 19 low-ATIs, 16 (84%) underwent treatment escalation with infliximab (IFX). Of 13 patients with TDM available, seven (54%) achieved ATI suppression at subsequent TDM and 12 (92%) at any time point. Among 30 patients with high-ATIs, 17 (57%) continued with IFX; immunomodulators were started in seven patients. Of 14 patients with TDM, seven (50%) achieved ATI suppression at subsequent TDM and 10 (71%) at any time point. At 24 months of follow-up, 73% of low-ATI patients and 50% of high-ATI patients could continue with IFX without steroids. Thirteen of 30 high-ATI patients (43%) switched to another anti-TNF agent, of whom 54% and 46% had clinical response at 6 and 24 months, respectively. CONCLUSIONS Dose optimization and/or adding an immunomodulator seem effective in suppressing low ATI titers. This strategy could also be considered in high ATI titers before switching.
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Affiliation(s)
- Jasmijn Z Jagt
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Pediatric Gastroenterology, Amsterdam Gastroenterology Endocrinology Metabolism, De Boelelaan, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Koen W Holleman
- Faculty of Medicine, Amsterdam UMC, Academic Medical Centre, Amsterdam, The Netherlands
| | - Marc A Benninga
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Academic Medical Centre, Amsterdam, The Netherlands
| | - Johan E Van Limbergen
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Academic Medical Centre, Amsterdam, The Netherlands
| | - Nanne K H de Boer
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism (AGEM) Research Institute, Amsterdam University Medical Centre, VU University Amsterdam, Amsterdam, The Netherlands
| | - Tim G J de Meij
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Academic Medical Centre, Amsterdam, The Netherlands
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22
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Kim SY, Shin SY, Saeed M, Ryu JE, Kim JS, Ahn J, Jung Y, Moon JM, Choi CH, Choi HK. Prediction of Clinical Remission with Adalimumab Therapy in Patients with Ulcerative Colitis by Fourier Transform-Infrared Spectroscopy Coupled with Machine Learning Algorithms. Metabolites 2023; 14:2. [PMID: 38276292 PMCID: PMC10818421 DOI: 10.3390/metabo14010002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/06/2023] [Accepted: 12/12/2023] [Indexed: 01/27/2024] Open
Abstract
We aimed to develop prediction models for clinical remission associated with adalimumab treatment in patients with ulcerative colitis (UC) using Fourier transform-infrared (FT-IR) spectroscopy coupled with machine learning (ML) algorithms. This prospective, observational, multicenter study enrolled 62 UC patients and 30 healthy controls. The patients were treated with adalimumab for 56 weeks, and clinical remission was evaluated using the Mayo score. Baseline fecal samples were collected and analyzed using FT-IR spectroscopy. Various data preprocessing methods were applied, and prediction models were established by 10-fold cross-validation using various ML methods. Orthogonal partial least squares-discriminant analysis (OPLS-DA) showed a clear separation of healthy controls and UC patients, applying area normalization and Pareto scaling. OPLS-DA models predicting short- and long-term remission (8 and 56 weeks) yielded area-under-the-curve values of 0.76 and 0.75, respectively. Logistic regression and a nonlinear support vector machine were selected as the best prediction models for short- and long-term remission, respectively (accuracy of 0.99). In external validation, prediction models for short-term (logistic regression) and long-term (decision tree) remission performed well, with accuracy values of 0.73 and 0.82, respectively. This was the first study to develop prediction models for clinical remission associated with adalimumab treatment in UC patients by fecal analysis using FT-IR spectroscopy coupled with ML algorithms. Logistic regression, nonlinear support vector machines, and decision tree were suggested as the optimal prediction models for remission, and these were noninvasive, simple, inexpensive, and fast analyses that could be applied to personalized treatments.
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Affiliation(s)
- Seok-Young Kim
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Seung Yong Shin
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul 06973, Republic of Korea; (S.Y.S.); (J.M.M.)
| | - Maham Saeed
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Ji Eun Ryu
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Jung-Seop Kim
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Junyoung Ahn
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Youngmi Jung
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
| | - Jung Min Moon
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul 06973, Republic of Korea; (S.Y.S.); (J.M.M.)
| | - Chang Hwan Choi
- Department of Internal Medicine, College of Medicine, Chung-Ang University, Seoul 06973, Republic of Korea; (S.Y.S.); (J.M.M.)
| | - Hyung-Kyoon Choi
- College of Pharmacy, Chung-Ang University, Seoul 06974, Republic of Korea; (S.-Y.K.); (M.S.); (J.E.R.); (J.-S.K.); (J.A.); (Y.J.)
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Liu J, Tang H, Lin T, Wang J, Cui W, Xie C, Wang Z, Chen Y, Chen X. Sarcopenia assessed by computed tomography or magnetic resonance imaging is associated with the loss of response to biologic therapies in adult patients with Crohn's disease. Clin Transl Sci 2023; 16:2209-2221. [PMID: 37621024 PMCID: PMC10651652 DOI: 10.1111/cts.13621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/03/2023] [Accepted: 08/09/2023] [Indexed: 08/26/2023] Open
Abstract
Sarcopenia occurs in patients with Crohn's disease (CD). However, the association between sarcopenia and loss of response (LOR) to biologic agents remains unclear. This study explored such an association in CD patients. This retrospective study included 94 CD patients who received biologic therapy. The skeletal muscle cross-sectional area at the third lumbar was assessed by computed tomography or magnetic resonance imaging for sarcopenia evaluation. A LOR was defined by fecal calprotectin (FC) < 250 μg/g or >50% reduction from baseline levels or other factors, such as the used agent being replaced by other biologic agents. The association between sarcopenia and LOR was assessed by logistic regression analysis. LOR was observed in 54 patients (57.4%). The prevalence of sarcopenia in the LOR group was higher than that in response group (70.4% vs. 40.0%, p = 0.003). Sarcopenia (odds ratio [OR] = 3.89, 95% confidence interval [CI]: 1.31-11.54), Montreal L1 type (OR = 0.20, 95% CI: 0.06-0.60), perianal lesions (OR = 4.08, 95% CI: 1.31-12.70), and monocytes percentage (OR = 1.27, 95% CI: 1.02-1.57) at baseline were independent associated factors for LOR. Sarcopenia was also associated with LOR in patients who received infliximab (OR = 3.31, 95% CI: 1.11-9.87). Montreal L1 type, perianal lesions, and monocytes percentage (Model 1), and with additional consideration of sarcopenia (Model 2), were developed to predict LOR. Model 2 showed better performance than Model 1 (area under the curve [AUC] 0.82 vs. 0.75). Sarcopenia was associated with the LOR to biological agents or infliximab in adult patients with CD.
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Affiliation(s)
- Jingjing Liu
- Department of RadiologyFunan County People's HospitalFuyangAnhuiChina
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Hongye Tang
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Tingting Lin
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Jiangchuan Wang
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Wenjing Cui
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Chao Xie
- Center of Musculoskeletal ResearchUniversity of Rochester School of MedicineRochesterNew YorkUSA
| | - Zhongqiu Wang
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Yugen Chen
- Department of Colon and Rectum SurgeryThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
| | - Xiao Chen
- Department of RadiologyThe Affiliated Hospital of Nanjing University of Chinese MedicineNanjingChina
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Al-Bawardy B, Jenkins SM, Snyder MR, Frinack JL, Ladwig PM, Loftus EV, Willrich MAV. Outcomes of Infliximab-Treated inflammatory bowel disease patients undergoing therapeutic drug monitoring with two different assays. Clin Biochem 2023; 119:110618. [PMID: 37507083 DOI: 10.1016/j.clinbiochem.2023.110618] [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] [Received: 03/26/2023] [Revised: 07/08/2023] [Accepted: 07/25/2023] [Indexed: 07/30/2023]
Abstract
OBJECTIVES There are multiple assays for infliximab (IFX) drug level (IFX-DL) and antibody to infliximab (ATI) measurement. The aims of this study are to examine the correlation and outcomes of IFX-DL and ATI in inflammatory bowel disease (IBD) patients, simultaneously measured with different methods in different institutions. DESIGN AND METHODS Residual samples of IFX-treated IBD patients undergoing drug monitoring for IFX-DL and ATI, both measured by ECLIA (Esoterix Laboratories) were used to simultaneously quantify IFX-DL via LC-MS/MS and ATI via an in-house ECLIA (ih-ECLIA) (Mayo Clinic Laboratories). Comparisons of IFX-DL and ATI detection between the assays from different institutions were performed, along with a comparison between the assays by association of IFX-DL and ATI obtained by each method with clinical remission, endoscopic healing (EH) and normal serum C-reactive protein (CRP ≤ 8 mg/L). RESULTS A total of 151 patients were included (median age, 32 years (range, 12-84); 45.7% female). The median IFX-DL was 7 mcg/mL (IQR: 1.3, 19.4) and 6 mcg/mL (IQR: 0.9, 20) via LC-MS/MS and ECLIA, respectively (Spearman correlation coefficient r = 0.97). ATI was detected in 13/142 (9.2%) via ih-ECLIA of whom 100% had IFX-DL < 5 mcg/mL by LC-MS/MS. ATI was positive in 39/151 (25.8%) via ECLIA, and 84.6% of positives had IFX-DL < 5 mcg/mL by ECLIA. Compared to ECLIA, the frequency of ATI detection via ih-ECLIA was lower in patients in clinical remission (7.3% vs 36.6%; p = 0.0005), those with normal CRP (5.9% vs. 20.0%; p = 0.0005), and in patients with EH (5.3% vs 18.4%; p = 0.03). CONCLUSIONS IFX-DL was comparable between LC-MS/MS and ECLIA assays. Rate of ATI detection via ih-ECLIA was lower than ECLIA, which was more aligned with favorable clinical outcomes.
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Affiliation(s)
- Badr Al-Bawardy
- Yale School of Medicine, Section of Digestive Diseases, New Haven, CT, United States; Department of Internal Medicine, Section of Gastroenterology and Hepatology, King Faisal Specialist Hospital, Riyadh, Saudi Arabia
| | - Sarah M Jenkins
- Department of Quantitative Health Sciences, Division of Clinical Trials and Biostatistics, Mayo Clinic, Rochester, MN, United States
| | - Melissa R Snyder
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - Jody L Frinack
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - Paula M Ladwig
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - Edward V Loftus
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, United States
| | - Maria Alice V Willrich
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States.
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Wang LF, Chen PR, He SK, Duan SH, Zhang Y. Predictors and optimal management of tumor necrosis factor antagonist nonresponse in inflammatory bowel disease: A literature review. World J Gastroenterol 2023; 29:4481-4498. [PMID: 37621757 PMCID: PMC10445007 DOI: 10.3748/wjg.v29.i29.4481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 06/28/2023] [Accepted: 07/17/2023] [Indexed: 08/02/2023] Open
Abstract
Tumor necrosis factor-α (TNF-α) antagonists, the first biologics approved for treating patients with inflammatory bowel disease (IBD), are effective for the induction and maintenance of remission and significantly improving prognosis. However, up to one-third of treated patients show primary nonresponse (PNR) to anti-TNF-α therapies, and 23%-50% of IBD patients experience loss of response (LOR) to these biologics during subsequent treatment. There is still no recognized predictor for evaluating the efficacy of anti-TNF drugs. This review summarizes the existing predictors of PNR and LOR to anti-TNF in IBD patients. Most predictors remain controversial, and only previous surgical history, disease manifestations, drug concentrations, antidrug antibodies, serum albumin, some biologic markers, and some genetic markers may be potentially predictive. In addition, we also discuss the next steps of treatment for patients with PNR or LOR to TNF antagonists. Therapeutic drug monitoring plays an important role in treatment selection. Dose escalation, combination therapy, switching to a different anti-TNF drug, or switching to a biologic with a different mechanism of action can be selected based on the concentration of the drug and/or antidrug antibodies.
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Affiliation(s)
- Liang-Fang Wang
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Ping-Run Chen
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Si-Ke He
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Shi-Hao Duan
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
| | - Yan Zhang
- Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu 610041, Sichuan Province, China
- West China School of Medicine, Sichuan University, Chengdu 610041, Sichuan Province, China
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Yueying C, Jing F, Qi F, Jun S. Infliximab response associates with radiologic findings in bio-naïve Crohn's disease. Eur Radiol 2023; 33:5247-5257. [PMID: 36928565 PMCID: PMC10326128 DOI: 10.1007/s00330-023-09542-y] [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: 06/09/2022] [Revised: 02/11/2023] [Accepted: 02/26/2023] [Indexed: 03/18/2023]
Abstract
OBJECTIVES Since a reliable model for predicting infliximab (IFX) benefits in bio-naïve Crohn's disease (CD) is still lacking, we constructed a magnetic resonance enterography (MRE)-based model to predict the risk of loss of response to IFX in bio-naïve patients with CD. METHODS This retrospective multicenter study enrolled 188 bio-naïve patients with CD who underwent MRE before IFX therapy. Therapeutic outcomes were determined based on clinical symptoms and endoscopic findings within 52 weeks. The areas of bowel wall segmentation were decided by two experienced radiologists in consensus. Texture features were extracted using the least absolute shrinkage and selection operator, and a radiomic model was built using multivariate logistic regression. The model performance was validated by receiver operating characteristic, calibration curve, and decision curve analysis. RESULTS The area under the curve of radiomic model was 0.88 (95% confidence interval: 0.82-0.95), and the model provided clinical net benefit in identifying the loss of response to IFX and exhibited remarkable robustness among centers, scanners, and disease characteristics. The high-risk patients defined by the radiomic model were more likely to develop IFX nonresponse than low-risk patients (all p < 0.05). CONCLUSIONS This novel pretreatment MRE-based model could act as an effective tool for the early estimation of loss of response to IFX in bio-naïve patients with CD. KEY POINTS • Magnetic resonance enterography model guides infliximab therapy in Crohn's disease. • The model presented significant discrimination and provided net clinical benefit. • Model divided patients into low- and high-risk groups for infliximab failure.
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Affiliation(s)
- Chen Yueying
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology & Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Feng Jing
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology & Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Feng Qi
- Department of Radiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pu Jian Road, Shanghai, China.
| | - Shen Jun
- State Key Laboratory for Oncogenes and Related Genes, Key Laboratory of Gastroenterology & Hepatology, Ministry of Health, Division of Gastroenterology and Hepatology, Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Cancer Institute, Shanghai Institute of Digestive Disease, Shanghai, China.
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Bokemeyer B, Hlavaty T, Allez M, Selema P, Moosavi S, Cadatal MJ, Fowler H, Mueller M, Liau KF, Gisbert JP. Real-world observational cohort study of treatment patterns and safety outcomes of infliximab biosimilar CT-P13 for the treatment of inflammatory bowel disease (CONNECT-IBD). Expert Opin Biol Ther 2023; 23:791-800. [PMID: 37038897 DOI: 10.1080/14712598.2023.2200883] [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] [Received: 09/29/2022] [Accepted: 04/05/2023] [Indexed: 04/12/2023]
Abstract
BACKGROUND The objective of this non-interventional, observational prospective cohort study (CONNECT-IBD) was to assess the use of CT-P13 (Inflectra®) in the treatment of patients with Crohn's disease (CD) and ulcerative colitis (UC) in the context of treatment with reference infliximab (IFX; Remicade®). METHODS Patients (recruited April 2015 to October 2018) at 150 sites across 13 European countries were followed for up to 2 years. Primary outcomes were safety, population characteristics, and drug utilization patterns. Secondary outcomes included clinical assessment of disease activity. Data were analyzed descriptively. RESULTS Overall, 2543 patients (CD, n = 1676; UC, n = 867) were included. In the CT-P13 cohort (n = 1522), median disease duration was 63 (0-579) months and 30% of patients were IFX naïve; median duration of prior IFX treatment was 5 months. During the observation period, median duration of drug exposure was 14 (0-28) months. 41% of patients reported 912 all-causality treatment-emergent adverse events (TEAEs); 24% experienced treatment-related TEAEs. Most TEAEs were of mild-to-moderate severity. Treatment-emergent serious adverse events were reported by 17% of patients. CONCLUSION Safety information for CT-P13 in this large study was consistent with the known safety profile for IFX and did not alter the established benefit-risk profile of CT-P13.
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Affiliation(s)
- Bernd Bokemeyer
- Interdisciplinary Crohn Colitis Centre Minden, Minden, Germany
| | - Tibor Hlavaty
- 5th Department of Internal Medicine, Sub-department of Gastroenterology and Hepatology, University Hospital Bratislava and Comenius University, Bratislava, Slovakia
| | - Matthieu Allez
- Gastroenterology Department, Hôpital Saint-Louis - APHP, INSERM U1160, Université De Paris, Paris, France
| | - Pamela Selema
- Worldwide Safety and Risk Management, Pfizer, Inc, New York City, NY, USA
| | - Shahrzad Moosavi
- Worldwide Safety and Risk Management, Pfizer, Inc, New York City, NY, USA
| | - Mary Jane Cadatal
- Global Biometrics and Data Management, Pfizer, Inc, Manila, Philippines
| | - Heather Fowler
- Clinical Development and Operations, Pfizer, Inc, London, UK
| | | | | | - Javier P Gisbert
- Gastroenterology Unit, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-Princesa), Universidad Autónoma de Madrid (UAM), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Madrid, Spain
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Kim ES, Kang B. Infliximab vs adalimumab: Points to consider when selecting anti-tumor necrosis factor agents in pediatric patients with Crohn’s disease. World J Gastroenterol 2023; 29:2784-2797. [PMID: 37274072 PMCID: PMC10237103 DOI: 10.3748/wjg.v29.i18.2784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/20/2023] [Accepted: 04/17/2023] [Indexed: 05/11/2023] Open
Abstract
Biologic agents with various mechanisms against Crohn’s disease (CD) have been released and are widely used in clinical practice. However, two anti-tumor necrosis factor (TNF) agents, infliximab (IFX) and adalimumab (ADL), are the only biologic agents approved by the Food and Drug Administration for pediatric CD currently. Therefore, in pediatric CD, the choice of biologic agents should be made more carefully to achieve the therapeutic goal. There are currently no head-to-head trials of biologic agents in pediatric or adult CD. There is a lack of accumulated data for pediatric CD, which requires the extrapolation of adult data for the positioning of biologics in pediatric CD. From a pharmacokinetic point of view, IFX is more advantageous than ADL when the inflammatory burden is high, and ADL is expected to be advantageous over IFX in sustaining remission in the maintenance phase. Additionally, we reviewed the safety profile, immunogenicity, preference, and compliance between IFX and ADL and provide practical insights into the choice of anti-TNF therapy in pediatric CD. Careful evaluation of clinical indications and disease behavior is essential when prescribing anti-TNF agents. In addition, factors such as the efficacy of induction and maintenance of remission, safety profile, immunogenicity, patient preference, and compliance play an important role in evaluating and selecting treatment options.
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Affiliation(s)
- Eun Sil Kim
- Department of Pediatrics, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul 03181, South Korea
| | - Ben Kang
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu 41944, South Korea
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Kim ES, Kwon Y, Choe YH, Kim MJ. Free antibodies-to-infliximab are biomarker for predicting the effect of dose intensification in pediatric Crohn's disease patients with secondary loss of response. Therap Adv Gastroenterol 2023; 16:17562848231170948. [PMID: 37168401 PMCID: PMC10164862 DOI: 10.1177/17562848231170948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 04/04/2023] [Indexed: 05/13/2023] Open
Abstract
Background Immunogenicity to antitumor necrosis factor alpha agents, such as infliximab (IFX), may lead to therapeutic failure. Objectives This study evaluated the relationship between free and total antibodies-to-infliximab (ATIs), trough levels (TLs) of IFX, and the response to dose intensification. Design We performed a prospective, observational study including pediatric patients with Crohn's disease (CD) receiving IFX maintenance therapy without dose intensification. Methods We compared clinical and laboratory outcomes according to the presence of free and total ATIs. Factors associated with response to IFX dose intensification were investigated by analyzing IFX TLs and free and total ATIs. Results Of the 98 patients, 9 patients had detectable free ATIs and 38 patients had total ATIs. Patients with free ATIs had significantly lower TLs (0.7 versus 5.1 µg/mL, p < 0.001) than patients without free ATIs. However, there was no difference in the IFX TLs according to the presence of total ATIs (p = 0.2523). Analysis of the 38 samples with total ATIs showed that response to dose intensification was significantly lower in patients with free ATIs than those without free ATIs (22.2% versus 65.5%, p < 0.001). In addition, free ATIs were the only factor with poor response to dose intensification [odds ratio (OR): 14.15, 95% confidence interval (CI): 1.31-151.97, p = 0.0140]. According to the receiver operating characteristic analysis, the optimal cutoff level indicating non-response to IFX dose intensification was 30.0 AU/mL for free ATIs concentration (area under curve, 0.792; 95% CI: 0.590-0.942; sensitivity, 60.0%; specificity, 96.7%; p = 0.0241). Conclusion Free ATIs, but not total ATIs, have a negative impact on the course of CD. Free ATIs are potential reliable biomarker for predicting the effect of dose intensification in patients with loss of response to IFX. Future studies based on serial and proactive therapeutic drug monitoring are required in the future.
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Affiliation(s)
- Eun Sil Kim
- Department of Pediatrics, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yiyoung Kwon
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yon Ho Choe
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro, Gangnam-Gu, Seoul 06351, Korea
| | - Mi Jin Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro, Gangnam-Gu, Seoul 06351, Korea
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Nguyen KM, Mattoo VY, Vogrin S, Basnayake C, Connell WR, Ding NS, Flanagan E, Kamm MA, Lust M, Niewiadomski O, Schulberg JD, Wright EK. Relationship Between Serum Ustekinumab Trough Concentration and Clinical and Biochemical Disease Activity: A Real-World Study in Adult Patients with Crohn's Disease. Eur J Drug Metab Pharmacokinet 2023; 48:271-279. [PMID: 36952135 DOI: 10.1007/s13318-023-00824-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND AND OBJECTIVES The role of therapeutic drug monitoring for ustekinumab in the treatment of Crohn's disease has not been defined. This study aimed to explore the relationship of serum ustekinumab trough concentration (UTC) with clinical and biochemical disease outcomes in a real-world setting. METHODS We performed a retrospective analysis of Crohn's disease patients treated at a single tertiary centre. Ustekinumab was given as a single intravenous induction dose, followed by maintenance subcutaneous injections every 4 to 8 weeks. Rates of clinical remission (Harvey-Bradshaw Index ≤ 4), biochemical remission (C-reactive protein < 5 mg/l and faecal calprotectin < 150 μg/g) and complete remission were assessed at baseline and at the time of UTC testing during maintenance therapy. The association between baseline variables and UTC was tested using linear regression. We also performed an external validation analysis of UTC cut-offs established in four previously published studies. RESULTS This study included 43 patients. Compared to 8-weekly dosing, a 2.49- and 2.65-fold increase in UTC was associated with 6-weekly and 4-weekly dosing respectively. However, there was no significant difference in clinical, biochemical or complete remission among the dosing groups. An external validation of previously published optimal UTC cut-offs found low predictive value for our patient population. CONCLUSIONS In this study, dosing interval was the only determinant significantly associated with a higher UTC for patients on maintenance ustekinumab therapy. While a higher UTC may be achieved with dose escalation, it was not associated with improved rates of clinical or biochemical response in our cohort.
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Affiliation(s)
- Khue M Nguyen
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Vandita Y Mattoo
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Sara Vogrin
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Chamara Basnayake
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - William R Connell
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Nik S Ding
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Emma Flanagan
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Michael A Kamm
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Mark Lust
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Ola Niewiadomski
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Julien D Schulberg
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia
| | - Emily K Wright
- Department of Gastroenterology, St Vincent's Hospital Melbourne, Melbourne, Victoria, Australia.
- Faculty of Medicine, Dentistry and Health Sciences, Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia.
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Esaki M, Ihara Y, Tominaga N, Takedomi H, Tsuruoka N, Akutagawa T, Yukimoto T, Kawasaki K, Umeno J, Torisu T, Sakata Y. Predictive factors of the clinical efficacy of ustekinumab in patients with refractory Crohn's disease: tertiary centers experience in Japan. Int J Colorectal Dis 2023; 38:57. [PMID: 36856849 DOI: 10.1007/s00384-023-04359-z] [Citation(s) in RCA: 2] [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] [Accepted: 02/23/2023] [Indexed: 03/02/2023]
Abstract
PURPOSE Therapeutic efficacy of ustekinumab in the real-world data is limited in patients with refractory Crohn's disease (CD). In addition, factors predictive of better therapeutic efficacy of ustekinumab remains unsolved in CD. We aimed to evaluate therapeutic efficacy of ustekinumab in patients with refractory CD and to identify the factors associated with the efficacy of ustekinumab. METHODS We retrospectively analyzed the clinical data of 72 patients treated with ustekinumab for refractory CD. Therapeutic efficacy was assessed at weeks 8, 26, 52, and 104 on the basis of dual remission, defined as the combination of Crohn's Disease Activity Index < 150 and CRP < 0.3 mg/dL, and factors predictive of the induction and maintenance of dual remission were investigated. The cumulative continuation rates and safety of ustekinumab were assessed. RESULTS The dual remission rates at weeks 8, 26, 52, and 104 were 31.9%, 37.9%, 47.5%, and 42.6%, respectively. A short disease duration (≤ 2 years) and higher baseline serum albumin levels (≥ 3.1 g/dL) were positively associated with dual remission at weeks 8 and 52. Meanwhile, higher serum CRP levels (≥ 1.19 mg/dL) were negatively associated with dual remission at week 8. The cumulative ustekinumab continuation rate was favorable, and no severe adverse events were found. CONCLUSION A short disease duration and higher baseline serum albumin levels might be predictive of favorable therapeutic efficacy of ustekinumab in refractory CD. Induction efficacy appears to be lower in patients with higher serum CRP levels.
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Affiliation(s)
- Motohiro Esaki
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan.
| | - Yutaro Ihara
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Naoyuki Tominaga
- Department of Gastroenterology, Saga Medical Center Koseikan, Saga, Japan
| | - Hironobu Takedomi
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan
| | - Nanae Tsuruoka
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan
| | - Takashi Akutagawa
- Department of Endoscopic Diagnostics and Therapeutics, Saga University Hospital, Saga, Japan
| | - Takahiro Yukimoto
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan
| | - Keisuke Kawasaki
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Junji Umeno
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takehiro Torisu
- Department of Medicine and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yasuhisa Sakata
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, 849-8501, Japan
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Zhu C, Wang X, Wang S, Hu J, Gao Y, Li C, Li J, Wu X. Development and validation of a clinical radiomics nomogram to predict secondary loss of response to infliximab in Crohn's disease patients. Heliyon 2023; 9:e14594. [PMID: 37151630 PMCID: PMC10161257 DOI: 10.1016/j.heliyon.2023.e14594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 03/19/2023] Open
Abstract
Background Infliximab (IFX) is the first-line treatment for Crohn's disease (CD). However, the secondary loss of response (LOR) is common in IFX therapy. Therefore, non-invasive assessment of LOR in CD patients is the goal pursued by clinicians. Methods A multicenter study involving 181 CD patients was conducted, with patients being split into a training cohort (n = 102), testing cohort (n = 45), and validation cohort (n = 34). The study evaluated various clinical factors to establish a clinical model, and a radiomics signature was constructed based on reproducible features from computed tomography enterography (CTE). Logistic regression modeling was used to create models based on the radiomics signature and significant clinical factors, with the receiver operating characteristic curve (ROC) used to compare their performance. Results The study found that 64 of the 181 CD patients included experienced secondary LOR. The radiomics signature performed well in predicting secondary LOR, showing good discrimination in the training cohort (AUC [area under the curve], 0.947; 95% confidence interval [CI], 0.910-0.976), the testing cohort (AUC, 0.860; 95% CI, 0.768-0.941), and the validation cohort (AUC, 0.921; 95% CI: 0.831-1.000). Decision curve analysis (DCA) demonstrated the clinical value of the radiomics nomogram. Conclusions The CTE-based radiomics model showed good performance in predicting secondary LOR in CD patients. The nomogram can help clinicians choose alternative biologics early for CD patients.
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Affiliation(s)
- Chao Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
| | - Xingwei Wang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
| | - Shihui Wang
- Department of Radiology, The First Affiliated Hospital of Wannan Medical College, Wuhu, 241001, PR China
| | - Jing Hu
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
| | - Yankun Gao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
| | - Cuiping Li
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
| | - Jianying Li
- CT Research Center, GE Healthcare China, Shanghai, 210000, PR China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, PR China
- Corresponding author. Department of Radiology, The First Affiliated Hospital of Anhui Medical University, No. 218 Jixi Road, Shushan District, Hefei, Anhui Province, 230022, PR China.
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Nakase H, Esaki M, Hirai F, Kobayashi T, Matsuoka K, Matsuura M, Naganuma M, Saruta M, Tsuchiya K, Uchino M, Watanabe K, Hisamatsu T. Treatment escalation and de-escalation decisions in Crohn's disease: Delphi consensus recommendations from Japan, 2021. J Gastroenterol 2023; 58:313-345. [PMID: 36773075 PMCID: PMC10050046 DOI: 10.1007/s00535-023-01958-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 01/08/2023] [Indexed: 02/12/2023]
Abstract
BACKGROUND We aimed to develop criteria for treatment intensification in patients with (1) luminal Crohn's disease (CD), (2) CD with perianal disease and/or fistula, (3) CD with small bowel stenosis, (4) in the postoperative setting, and (5) for discontinuing or reducing the dose of treatment in patients with CD. METHODS PubMed and Embase were searched for studies published since 1998 which may be relevant to the five defined topics. Results were assessed for relevant studies, with preference given to data from randomized, controlled studies. For each question, a core panel of 12 gastroenterologists defined the treatment target and developed statements, based on the literature, current guidelines, and relevant additional studies. The evidence supporting each statement was graded using the Oxford Centre for Evidence-Based Medicine: Levels of Evidence (March 2009). A modified Delphi process was used to refine statements and gain agreement from 54 Japanese specialists at in-person and online meetings conducted between October 2020 and April 2021. RESULTS Seventeen statements were developed for treatment intensification in luminal CD (targeting endoscopic remission), six statements for treatment intensification in perianal/fistulizing CD (targeting healing of perianal lesions and complete closure of the fistula), six statements for treatment intensification in CD with small bowel stenosis (targeting resolution of obstructive symptoms), seven statements for treatment intensification after surgery (targeting endoscopic remission), and five statements for discontinuing or reducing the dose of treatment in patients with CD. CONCLUSIONS These statements provide guidance on how and when to intensify or de-intensify treatment for a broad spectrum of patients with CD.
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Affiliation(s)
- Hiroshi Nakase
- Department of Gastroenterology and Hepatology, Sapporo Medical University School of Medicine, South-1, West-16, Chuo-Ku, Sapporo, Hokkaido 060-8543 Japan
| | - Motohiro Esaki
- Division of Gastroenterology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Fumihito Hirai
- Department of Gastroenterology and Medicine, Faculty of Medicine, Fukuoka University, Fukuoka, Japan
| | - Taku Kobayashi
- Center for Advanced IBD Research and Treatment, Kitasato University, Kitasato Institute Hospital, Tokyo, Japan
| | - Katsuyoshi Matsuoka
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Toho University Sakura Medical Center, Sakura, Chiba Japan
| | - Minoru Matsuura
- Department of Gastroenterology and Hepatology, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka-Shi, Tokyo, 181-8611 Japan
| | - Makoto Naganuma
- Division of Gastroenterology and Hepatology, The Third Department of Internal Medicine, Kansai Medical University, Osaka, Japan
| | - Masayuki Saruta
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Kiichiro Tsuchiya
- Department of Gastroenterology, Faculty of Medicine, University of Tsukuba, Tsukuba, Japan
| | - Motoi Uchino
- Division of Inflammatory Bowel Disease, Department of Gastroenterological Surgery, Hyogo Medical University, Nishinomiya, Hyogo Japan
| | - Kenji Watanabe
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo Medical University, Nishinomiya, Hyogo Japan
| | - Tadakazu Hisamatsu
- Department of Gastroenterology and Hepatology, Kyorin University School of Medicine, 6-20-2 Shinkawa, Mitaka-Shi, Tokyo, 181-8611 Japan
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Wang Y, Yao D, He Y, He Q, Li Y. Earlier anti-TNF therapy reduces the risk of malnutrition associated with alterations in body composition in patients with Crohn's disease. Front Nutr 2023; 10:1114758. [PMID: 36824176 PMCID: PMC9942154 DOI: 10.3389/fnut.2023.1114758] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 01/18/2023] [Indexed: 02/10/2023] Open
Abstract
Background Anti-TNF therapy has been found to exert an influence on long-term nutritional status and even reverse malnutrition in patients with Crohn's disease. Aims to observe the effect of anti-TNF therapy on nutritional status in patients with Crohn's disease, investigate the correlation between the timing of anti-TNF therapy and the human body composition and examine independent body composition factors for predicting malnutrition in these patients. Methods This was a retrospective study of 115 patients with Crohn's disease. Body composition parameters were assessed by bioelectrical impedance analysis. The nutritional status of the patients was determined by NRS2002 and MNA. Results The BMI, BFMI, FFMI, BCMI, SMI, BMC, intracellular water, protein and BMR were significantly lower in patients without any biologic agents (p < 0.05). Negative correlations were found between BMC, intracellular water, extracellular water, protein and BMR and the interval between the first symptom and first dose by Spearman's correlation analysis (r < 0, p < 0.05). Low BMI (OR 0.602, 95% CI 0.434-0.836, p = 0.002), low FFMI (OR 0.678, 95% CI 0.507-0.906, p = 0.009), and low BCMI (OR 0.564, 95% CI 0.367-0.868, p = 0.009) were independent risk factors for malnutrition in Crohn's disease patients. Anti-TNF therapy tended to reduce the malnutrition probability as assessed by Cox regression analysis (OR: 0.217, 95% CI 0.057-0.821, p = 0.024). Conclusion Body composition analysis is predictive of malnutrition in patients with Crohn's disease. Early application of anti-TNF therapy significantly affected skeletal muscle mass, fat mass and bone mineral content, supporting their long-term nutritional status and reducing their probability of malnutrition.
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Affiliation(s)
- Yuexin Wang
- Department of General Surgery, Shanghai Jiao Tong University School of Medicine Affiliated Ninth People's Hospital, Shanghai, China
| | - Danhua Yao
- Department of General Surgery, Shanghai Jiao Tong University School of Medicine Affiliated Ninth People's Hospital, Shanghai, China
| | - Yining He
- Biostatistics Office of Clinical Research Unit, Shanghai Jiao Tong University School of Medicine Affiliated Ninth People's Hospital, Shanghai, China
| | - Qi He
- Department of General Surgery, Shanghai Jiao Tong University School of Medicine Affiliated Ninth People's Hospital, Shanghai, China,*Correspondence: Qi He, ✉
| | - Yousheng Li
- Department of General Surgery, Shanghai Jiao Tong University School of Medicine Affiliated Ninth People's Hospital, Shanghai, China,Yousheng Li, ✉
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Oliver L, Camps B, Julià-Bergkvist D, Amoedo J, Ramió-Pujol S, Malagón M, Bahí A, Torres P, Domènech E, Guardiola J, Serra-Pagès M, Garcia-Gil J, Aldeguer X. Definition of a microbial signature as a predictor of endoscopic post-surgical recurrence in patients with Crohn's disease. FRONTIERS IN MOLECULAR MEDICINE 2023; 3:1046414. [PMID: 39086694 PMCID: PMC11285546 DOI: 10.3389/fmmed.2023.1046414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 01/23/2023] [Indexed: 08/02/2024]
Abstract
Background and aims: Although there are several effective drugs for the treatment of Crohn's disease (CD), almost 70% of patients will require surgical resection during their lifetime. This procedure is not always curative, as endoscopic recurrence occurs in 65%-90% of patients in the first year after surgery. The aetiology of the recurrence is unknown; however, several studies have shown how the resident microbiota is modified after surgery. The aim of this study was to evaluate samples from patients with Crohn's disease before and after an intestinal resection to determine whether there were differences in the abundance of different microbial markers, which may predict endoscopic recurrence at baseline. Methods: In this observational study, a stool sample was obtained from 25 patients with Crohn's disease before undergoing surgery, recruited at three Catalan hospitals. From each sample, DNA was purified and the relative abundance of nine microbial markers was quantified using qPCR. Results: An algorithm composed of four microbial markers (E. coli, F. prausnitzii phylogroup I, Bacteroidetes, and Eubacteria) showed a sensitivity and specificity of 90.91% and 85.71%, respectively, and a positive and negative predictive value of 83.33% and 92.31%, respectively. Conclusion: A microbial signature to determine patients who will have post-surgical recurrence was identified. This tool might be very useful in daily clinical practice, allowing the scheduling of personalized therapy and enabling preventive treatment only in patients who really require it.
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Affiliation(s)
| | - Blau Camps
- Hospital Universitari de Bellvitge, l’Hospitalet de Llobregat, Barcelona, Spain
| | | | | | | | | | - Anna Bahí
- Institut d’Investigació Biomèdica de Girona—IdIBGi Girona, Girona, Spain
| | - Paola Torres
- Hospital Germans Tries i Pujol, CIBEREHD Badalona, Badalona, Spain
| | - Eugeni Domènech
- Hospital Germans Tries i Pujol, CIBEREHD Badalona, Badalona, Spain
| | - Jordi Guardiola
- Hospital Universitari de Bellvitge, l’Hospitalet de Llobregat, Barcelona, Spain
| | | | - Jesus Garcia-Gil
- GoodGut S.L.U, Girona, Spain
- Biology Department, University of Girona, Girona, Spain
| | - Xavier Aldeguer
- GoodGut S.L.U, Girona, Spain
- Hospital Universitari de Girona Doctor Josep Trueta, Girona, Spain
- Institut d’Investigació Biomèdica de Girona—IdIBGi Girona, Girona, Spain
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Mayer AT, Holman DR, Sood A, Tandon U, Bhate SS, Bodapati S, Barlow GL, Chang J, Black S, Crenshaw EC, Koron AN, Streett SE, Gambhir SS, Sandborn WJ, Boland BS, Hastie T, Tibshirani R, Chang JT, Nolan GP, Schürch CM, Rogalla S. A tissue atlas of ulcerative colitis revealing evidence of sex-dependent differences in disease-driving inflammatory cell types and resistance to TNF inhibitor therapy. SCIENCE ADVANCES 2023; 9:eadd1166. [PMID: 36662860 PMCID: PMC9858501 DOI: 10.1126/sciadv.add1166] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 12/16/2022] [Indexed: 06/01/2023]
Abstract
Although literature suggests that resistance to TNF inhibitor (TNFi) therapy in patients with ulcerative colitis (UC) is partially linked to immune cell populations in the inflamed region, there is still substantial uncertainty underlying the relevant spatial context. Here, we used the highly multiplexed immunofluorescence imaging technology CODEX to create a publicly browsable tissue atlas of inflammation in 42 tissue regions from 29 patients with UC and 5 healthy individuals. We analyzed 52 biomarkers on 1,710,973 spatially resolved single cells to determine cell types, cell-cell contacts, and cellular neighborhoods. We observed that cellular functional states are associated with cellular neighborhoods. We further observed that a subset of inflammatory cell types and cellular neighborhoods are present in patients with UC with TNFi treatment, potentially indicating resistant niches. Last, we explored applying convolutional neural networks (CNNs) to our dataset with respect to patient clinical variables. We note concerns and offer guidelines for reporting CNN-based predictions in similar datasets.
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Affiliation(s)
- Aaron T. Mayer
- Department of Bioengineering, Stanford University School of Medicine, Stanford, CA, USA
- Molecular Imaging Program at Stanford, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
- Enable Medicine LLC, Menlo Park, CA, USA
| | - Derek R. Holman
- Molecular Imaging Program at Stanford, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Anav Sood
- Department of Biomedical Data Science and of Statistics, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Salil S. Bhate
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Graham L. Barlow
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Jeff Chang
- Enable Medicine LLC, Menlo Park, CA, USA
| | - Sarah Black
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Erica C. Crenshaw
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Alexander N. Koron
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Sarah E. Streett
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Sanjiv S. Gambhir
- Department of Bioengineering, Stanford University School of Medicine, Stanford, CA, USA
- Molecular Imaging Program at Stanford, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - William J. Sandborn
- Division of Gastroenterology, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Brigid S. Boland
- Division of Gastroenterology, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Trevor Hastie
- Department of Biomedical Data Science and of Statistics, Stanford University School of Medicine, Stanford, CA, USA
| | - Robert Tibshirani
- Department of Biomedical Data Science and of Statistics, Stanford University School of Medicine, Stanford, CA, USA
| | - John T. Chang
- Division of Gastroenterology, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Garry P. Nolan
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Christian M. Schürch
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pathology and Neuropathology, University Hospital and Comprehensive Cancer Center Tübingen, Tübingen, Germany
| | - Stephan Rogalla
- Molecular Imaging Program at Stanford, Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
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Salvador-Martín S, Zapata-Cobo P, Velasco M, Palomino LM, Clemente S, Segarra O, Sánchez C, Tolín M, Moreno-Álvarez A, Fernández-Lorenzo A, Pérez-Moneo B, Loverdos I, Navas López VM, Millán A, Magallares L, Torres-Peral R, García-Romero R, Pujol-Muncunill G, Merino-Bohorquez V, Rodríguez A, Salcedo E, López-Cauce B, Marín-Jiménez I, Menchén L, Laserna-Mendieta E, Lucendo AJ, Sanjurjo-Sáez M, López-Fernández LA. Association between HLA DNA Variants and Long-Term Response to Anti-TNF Drugs in a Spanish Pediatric Inflammatory Bowel Disease Cohort. Int J Mol Sci 2023; 24:ijms24021797. [PMID: 36675312 PMCID: PMC9861004 DOI: 10.3390/ijms24021797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/02/2023] [Accepted: 01/11/2023] [Indexed: 01/18/2023] Open
Abstract
The genetic polymorphisms rs2395185 and rs2097432 in HLA genes have been associated with the response to anti-TNF treatment in inflammatory bowel disease (IBD). The aim was to analyze the association between these variants and the long-term response to anti-TNF drugs in pediatric IBD. We performed an observational, multicenter, ambispective study in which we selected 340 IBD patients under 18 years of age diagnosed with IBD and treated with anti-TNF drugs from a network of Spanish hospitals. Genotypes and failure of anti-TNF drugs were analyzed using Kaplan-Meier curves and Cox logistic regression. The homozygous G allele of rs2395185 and the C allele of rs2097432 were associated with impaired long-term response to anti-TNF drugs in children with IBD after 3 and 9 years of follow-up. Being a carrier of both polymorphisms increased the risk of anti-TNF failure. The SNP rs2395185 but not rs2097432 was associated with response to infliximab in adults with CD treated with infliximab but not in children after 3 or 9 years of follow-up. Conclusions: SNPs rs2395185 and rs2097432 were associated with a long-term response to anti-TNFs in IBD in Spanish children. Differences between adults and children were observed in patients diagnosed with CD and treated with infliximab.
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Affiliation(s)
- Sara Salvador-Martín
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Paula Zapata-Cobo
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Marta Velasco
- Hospital Universitario Infantil Niño Jesús, 28009 Madrid, Spain
| | | | | | | | - Cesar Sánchez
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Mar Tolín
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | | | | | | | - Inés Loverdos
- Hospital Universitario Parc Taulí, 08208 Sabadell, Spain
| | | | - Antonio Millán
- Hospital Universitario Virgen de Valme, Universidad de Sevilla, 41014 Sevilla, Spain
| | | | | | | | - Gemma Pujol-Muncunill
- Servicio de Gastroenterología, Hepatología y Nutrición Pediátrica, Hospital Sant Joan de Dèu, 08950 Barcelona, Spain
| | | | | | | | - Beatriz López-Cauce
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Ignacio Marín-Jiménez
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
- Departamento de Medicina, Facultad de Medicina, Universidad Complutense, 28040 Madrid, Spain
| | - Luis Menchén
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
- Departamento de Medicina, Facultad de Medicina, Universidad Complutense, 28040 Madrid, Spain
| | - Emilio Laserna-Mendieta
- Departamento of Gastroenterología, Hospital General de Tomelloso, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 28029 Madrid, Spain
- Instituto de Investigación Sanitaria La Princesa, 28006 Madrid, Spain
| | - Alfredo J Lucendo
- Departamento of Gastroenterología, Hospital General de Tomelloso, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 28029 Madrid, Spain
| | - María Sanjurjo-Sáez
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Luis A López-Fernández
- Instituto de Investigación Sanitaria Gregorio Marañón, Hospital General Universitario Gregorio Marañón, 28007 Madrid, Spain
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Calvo Moya M, González Lama Y, Ruíz Antorán B, Omella Usieto I, el Hajra Martinez I, Santos Pérez E, Menchén Viso B, Matallana Royo V, González Partida I, de Lucas Tellez de Meneses R, Bella Castillo P, González Rodriguez M, Vera Mendoza MI. Treatment With Adalimumab 80 mg Every Other Week in Inflammatory Bowel Disease: Results of Treatment Intensification in Clinical Practice. CROHN'S & COLITIS 360 2023; 5:otac051. [PMID: 36785555 PMCID: PMC9922047 DOI: 10.1093/crocol/otac051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Indexed: 01/12/2023] Open
Abstract
Background Loss of response to anti-tumor necrosis factor drugs in patients with inflammatory bowel disease (IBD) is frequent and, in case of low drug levels, treatment intensification is recommended. In addition, in cases in which clinical response without attainment of remission (clinical, endoscopic, or radiological), intensification could be justified since higher drug levels are associated with better outcomes. For adalimumab (ADA), the standard intensification regimen is 40 mg every week (ew). Availability of ADA 80 mg prefilled pens has enabled every other week (eow) intensification. We assessed the clinical efficacy of intensification with ADA 80 mg eow. Methods This retrospective study was conducted at a tertiary hospital in Spain. Patients with IBD receiving maintenance ADA 80 mg eow with clinical, biomarker, and drug-level assessments were included. Demographics and clinical, biological, and endoscopic evaluation of the disease before and after ADA intensification, and pharmacokinetic assessments, were collected. Results Eighty-seven patients (72 Crohn's disease, 15 ulcerative colitis; average age 50 years) were included. Reasons for ADA intensification were: low ADA levels-<5 µg mL-1-(17%), low ADA levels-<5 µg mL-1-without clinical response (63%), clinical response without clinical remission (15%) and active disease on objective evaluation (including colonoscopy, magnetic resonance imaging, capsule endoscopy, and/or intestinal ultrasound; 5%). Following treatment intensification to ADA 80 mg eow, 75 patients (86%) were in clinical remission and 69 (79.3%) were in biologic remission (clinical remission and normalization of biomarkers). After a median follow-up of 19 months (interquartile range 13-25), 63 patients (72%) remained on treatment and in clinical remission. There were no serious infections, hospitalizations, or deaths. Drug costs did not increase with the 80 mg eow regimen versus a standard intensification regimen. Conclusions ADA intensification to 80 mg eow was safe, effective, and did not increase drug costs versus standard intensification to 40 mg ew in our experience.
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Affiliation(s)
- Marta Calvo Moya
- Address correspondence to: Marta Calvo Moya, MD, PhD, Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, C. Joaquín Rodrigo, 1, 28222 Majadahonda, Madrid, Spain ()
| | - Yago González Lama
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Belén Ruíz Antorán
- Clinical Pharmacology Department, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Ignacio Omella Usieto
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Ismael el Hajra Martinez
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Elena Santos Pérez
- Clinical Pharmacology Department, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Belén Menchén Viso
- Hospital Pharmacy Service, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Virginia Matallana Royo
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Irene González Partida
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | | | - Pablo Bella Castillo
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - Macarena González Rodriguez
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
| | - María Isabel Vera Mendoza
- Department of Gastroenterology and Hepatology, Hospital Universitario Puerta de Hierro Majadahonda, Madrid, Spain
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Ustekinumab Is Associated with Real-World Long-Term Effectiveness and Improved Health-Related Quality of Life in Crohn's Disease. Dig Dis Sci 2023; 68:65-76. [PMID: 35459973 PMCID: PMC9883312 DOI: 10.1007/s10620-022-07501-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/24/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Prospectively and systematically collected long-term real-world clinical data on ustekinumab (anti-interleukin-12/23) are still scarce. AIMS To assess the long-term effectiveness of ustekinumab in patients with active Crohn's disease (CD). METHODS This is a prospective multicenter study of adult patients with CD initiating ustekinumab according to recommended doses at 20 Swedish hospitals. The primary outcome was clinical remission (Harvey-Bradshaw Index (HBI) ≤ 4 points) at weeks 52 and 104. Secondary outcomes included clinical response (≥ 3-point-decrease in HBI among patients with initial HBI ≥ 5 points), treatment retention, and biomarkers (C-reactive protein (CRP), hemoglobin, fecal-calprotectin) at weeks 52 and 104 compared to baseline. We also reported Health-related Quality of Life (HRQoL) measures. RESULTS Of 114 included patients, 107 (94%) had previously failed ≥ 1 and 58 (51%) ≥ 2 anti-tumor necrosis factor agents. Forty (35%) had failed anti-integrin agents. Ustekinumab retention rates at weeks 52 and 104 were 70% (n = 80/114) and 61% (n = 69/114), respectively. Clinical response was seen in 36% (n = 25/69) and 29% (n = 20/69) of the patients, and remission was achieved in 32% (n = 31/96) and 29% (n = 28/96) at weeks 52 and 104, respectively. Median HBI and CRP levels decreased significantly at both timepoints as compared to baseline. Significant improvements were also observed in HRQoL. Adverse events were reported in 11% (n = 13/114) of the patients, including five cases of severe adverse events. No malignancies were observed. CONCLUSIONS In this nationwide prospective real-world 104-week-follow-up study of adult patients with active CD, ustekinumab was associated with long-term clinical effectiveness and improvement in HRQoL measures when used in routine clinical care.
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Bao L, Cui X, Bai R, Chen C. Advancing intestinal organoid technology to decipher nano-intestine interactions and treat intestinal disease. NANO RESEARCH 2022; 16:3976-3990. [PMID: 36465523 PMCID: PMC9685037 DOI: 10.1007/s12274-022-5150-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 09/17/2022] [Accepted: 10/06/2022] [Indexed: 06/17/2023]
Abstract
With research burgeoning in nanoscience and nanotechnology, there is an urgent need to develop new biological models that can simulate native structure, function, and genetic properties of tissues to evaluate the adverse or beneficial effects of nanomaterials on a host. Among the current biological models, three-dimensional (3D) organoids have developed as powerful tools in the study of nanomaterial-biology (nano-bio) interactions, since these models can overcome many of the limitations of cell and animal models. A deep understanding of organoid techniques will facilitate the development of more efficient nanomedicines and further the fields of tissue engineering and personalized medicine. Herein, we summarize the recent progress in intestinal organoids culture systems with a focus on our understanding of the nature and influencing factors of intestinal organoid growth. We also discuss biomimetic extracellular matrices (ECMs) coupled with nanotechnology. In particular, we analyze the application prospects for intestinal organoids in investigating nano-intestine interactions. By integrating nanotechnology and organoid technology, this recently developed model will fill the gaps left due to the deficiencies of traditional cell and animal models, thus accelerating both our understanding of intestine-related nanotoxicity and the development of nanomedicines.
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Affiliation(s)
- Lin Bao
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety & CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Chinese Academy of Sciences, Beijing, 100190 China
- University of Chinese Academy of Sciences, Beijing, 100049 China
| | - Xuejing Cui
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety & CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Chinese Academy of Sciences, Beijing, 100190 China
- The GBA National Institute for Nanotechnology Innovation, Guangzhou, 510700 China
| | - Ru Bai
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety & CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Chinese Academy of Sciences, Beijing, 100190 China
| | - Chunying Chen
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety & CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology of China, Chinese Academy of Sciences, Beijing, 100190 China
- The GBA National Institute for Nanotechnology Innovation, Guangzhou, 510700 China
- University of Chinese Academy of Sciences, Beijing, 100049 China
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Chanchlani N, Lin S, Auth MK, Lee CL, Robbins H, Looi S, Murugesan SV, Riley T, Preston C, Stephenson S, Cardozo W, Sonwalkar SA, Allah‐Ditta M, Mansfield L, Durai D, Baker M, London I, London E, Gupta S, Di Mambro A, Murphy A, Gaynor E, Jones KDJ, Claridge A, Sebastian S, Ramachandran S, Selinger CP, Borg‐Bartolo SP, Knight P, Sprakes MB, Burton J, Kane P, Lupton S, Fletcher A, Gaya DR, Colbert R, Seenan JP, MacDonald J, Lynch L, McLachlan I, Shields S, Hansen R, Gervais L, Jere M, Akhtar M, Black K, Henderson P, Russell RK, Lees CW, Derikx LAAP, Lockett M, Betteridge F, De Silva A, Hussenbux A, Beckly J, Bendall O, Hart JW, Thomas A, Hamilton B, Gordon C, Chee D, McDonald TJ, Nice R, Parkinson M, Gardner‐Thorpe H, Butterworth JR, Javed A, Al‐Shakhshir S, Yadagiri R, Maher S, Pollok RCG, Ng T, Appiahene P, Donovan F, Lok J, Chandy R, Jagdish R, Baig D, Mahmood Z, Marsh L, Moss A, Abdulgader A, Kitchin A, Walker GJ, George B, Lim Y, Gulliver J, Bloom S, Theaker H, Carlson S, Cummings JRF, Livingstone R, Beale A, Carter JO, Bell A, Coulter A, Snook J, Stone H, Kennedy NA, Goodhand JR, Ahmad T. Implications for sequencing of biologic therapy and choice of second anti-TNF in patients with inflammatory bowel disease: results from the IMmunogenicity to Second Anti-TNF therapy (IMSAT) therapeutic drug monitoring study. Aliment Pharmacol Ther 2022; 56:1250-1263. [PMID: 36039036 PMCID: PMC9804266 DOI: 10.1111/apt.17170] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Revised: 07/05/2022] [Accepted: 07/19/2022] [Indexed: 01/30/2023]
Abstract
BACKGROUND Anti-drug antibodies are associated with treatment failure to anti-TNF agents in patients with inflammatory bowel disease (IBD). AIM To assess whether immunogenicity to a patient's first anti-TNF agent would be associated with immunogenicity to the second, irrespective of drug sequence METHODS: We conducted a UK-wide, multicentre, retrospective cohort study to report rates of immunogenicity and treatment failure of second anti-TNF therapies in 1058 patients with IBD who underwent therapeutic drug monitoring for both infliximab and adalimumab. The primary outcome was immunogenicity to the second anti-TNF agent, defined at any timepoint as an anti-TNF antibody concentration ≥9 AU/ml for infliximab and ≥6 AU/ml for adalimumab. RESULTS In patients treated with infliximab and then adalimumab, those who developed antibodies to infliximab were more likely to develop antibodies to adalimumab, than patients who did not develop antibodies to infliximab (OR 1.99, 95%CI 1.27-3.20, p = 0.002). Similarly, in patients treated with adalimumab and then infliximab, immunogenicity to adalimumab was associated with subsequent immunogenicity to infliximab (OR 2.63, 95%CI 1.46-4.80, p < 0.001). For each 10-fold increase in anti-infliximab and anti-adalimumab antibody concentration, the odds of subsequently developing antibodies to adalimumab and infliximab increased by 1.73 (95% CI 1.38-2.17, p < 0.001) and 1.99 (95%CI 1.34-2.99, p < 0.001), respectively. Patients who developed immunogenicity with undetectable drug levels to infliximab were more likely to develop immunogenicity with undetectable drug levels to adalimumab (OR 2.37, 95% CI 1.39-4.19, p < 0.001). Commencing an immunomodulator at the time of switching to the second anti-TNF was associated with improved drug persistence in patients with immunogenic, but not pharmacodynamic failure. CONCLUSION Irrespective of drug sequence, immunogenicity to the first anti-TNF agent was associated with immunogenicity to the second, which was mitigated by the introduction of an immunomodulator in patients with immunogenic, but not pharmacodynamic treatment failure.
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McKay KM, Apostolopoulos N, Chou B, Leveque TK, Van Gelder RN. Anti-adalimumab Antibodies in Patients with Non-infectious Ocular Inflammatory Disease: A Case Series. Ocul Immunol Inflamm 2022; 30:1721-1725. [PMID: 34270383 DOI: 10.1080/09273948.2021.1936565] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE To report the clinical course of patients with ocular inflammatory disease treated with adalimumab in whom anti-adalimumab antibodies (AAA) were detected. METHODS Single center case series. RESULTS Eight patients with initial response to adalimumab developed a disease flare associated with positive AAA testing after 5 to 76 months of therapy. Six patients were receiving no concurrent antimetabolite therapy at the time of AAA diagnosis and four had a temporary lapse in adalimumab therapy prior to AAA discovery. AAA resulted in undetectable drug levels in five of the seven patients for whom data were available, and adalimumab was discontinued in six of the eight patients. Of two patients continued on adalimumab, one maintained detectable serum adalimumab despite AAA and one had a low AAA titer. CONCLUSIONS For patients receiving adalimumab for ocular inflammatory disease, a disease flare in the setting of previously well-controlled disease should prompt consideration of AAA testing.
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Affiliation(s)
- K Matthew McKay
- Department of Ophthalmology, University of Washington, Seattle, Washington, USA.,Karalis Johnson Retina Center, Seattle, Washington, USA
| | - Nicholas Apostolopoulos
- Department of Ophthalmology and Visual Science, Yale University, New Haven, Connecticut, USA
| | - Brian Chou
- Department of Ophthalmology, University of Washington, Seattle, Washington, USA
| | - Thellea K Leveque
- Department of Ophthalmology, University of Washington, Seattle, Washington, USA
| | - Russell N Van Gelder
- Department of Ophthalmology, University of Washington, Seattle, Washington, USA.,Karalis Johnson Retina Center, Seattle, Washington, USA.,Department of Biological Structure, University of Washington, Seattle, Washington, USA.,Department of Lab Medicine and Pathology, University of Washington, Seattle, Washington, USA
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Choi S, Kim ES, Kwon Y, Kim MJ, Choe YH, Choe BH, Kang B. Vedolizumab Is Safe and Efficacious for the Treatment of Pediatric-Onset Inflammatory Bowel Disease Patients Who Fail a Primary Biologic Agent. J Korean Med Sci 2022; 37:e282. [PMID: 36163478 PMCID: PMC9512676 DOI: 10.3346/jkms.2022.37.e282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 07/25/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Vedolizumab (VDZ) is currently licensed for use in adults for the treatment of inflammatory bowel disease (IBD). We aimed to investigate the clinical course of pediatric-onset IBD following treatment with VDZ as more than a secondary biologic agent. We also evaluated factors associated with secondary loss of response (LOR) and durability of VDZ treatment. METHODS Pediatric-onset IBD patients diagnosed at an age younger than 18 years who had received VDZ as more than a secondary biologic agent were included in this retrospective observational study conducted at the Department of Pediatrics of two centers in Korea. Comparative analysis was conducted between groups divided according to the development of secondary LOR during VDZ treatment. RESULTS A total of 24 patients comprising 10 patients with Crohn's disease and 14 with ulcerative colitis were included. Of these, 19 were male and 5 were female. The mean age at diagnosis was 14.6 ± 2.5 years. The mean age at initiation of VDZ was 20.5 ± 2.8 years. Nine patients (37.5%) had received two or more biologic agents before starting VDZ. During a median of 0.9 years follow-up from VDZ initiation, 9 patients (37.5%) experienced LOR requiring interval shortening and 4 patients (16.7%) were changed to a different biologic agent. According to multivariate Cox proportional hazard regression analysis, administration of two or more biologic agents before VDZ treatment was the only factor positively associated with LOR (hazard ratio [HR], 5.6; 95% confidence interval [CI], 1.026-30.56; P = 0.047), while LOR was the only factor negatively associated with VDZ durability (HR, 0.003; 95% CI, 0.00-0.08; P = 0.010). No adverse events were observed during treatment with VDZ. CONCLUSION VDZ is safe and efficacious for the treatment of pediatric-onset IBD patients failing a primary biologic agent. The durability of VDZ may be enhanced by introducing VDZ earlier in the disease course. Further prospective studies in children are required in the future to validate these findings.
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Affiliation(s)
- Sujin Choi
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Eun Sil Kim
- Department of Pediatrics, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yiyoung Kwon
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Mi Jin Kim
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yon Ho Choe
- Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Byung-Ho Choe
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Ben Kang
- Department of Pediatrics, School of Medicine, Kyungpook National University, Daegu, Korea.
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Longitudinal multi-omics analysis identifies early blood-based predictors of anti-TNF therapy response in inflammatory bowel disease. Genome Med 2022; 14:110. [PMID: 36153599 PMCID: PMC9509553 DOI: 10.1186/s13073-022-01112-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 09/02/2022] [Indexed: 11/10/2022] Open
Abstract
Background and aims Treatment with tumor necrosis factor α (TNFα) antagonists in IBD patients suffers from primary non-response rates of up to 40%. Biomarkers for early prediction of therapy success are missing. We investigated the dynamics of gene expression and DNA methylation in blood samples of IBD patients treated with the TNF antagonist infliximab and analyzed the predictive potential regarding therapy outcome. Methods We performed a longitudinal, blood-based multi-omics study in two prospective IBD patient cohorts receiving first-time infliximab therapy (discovery: 14 patients, replication: 23 patients). Samples were collected at up to 7 time points (from baseline to 14 weeks after therapy induction). RNA-sequencing and genome-wide DNA methylation data were analyzed and correlated with clinical remission at week 14 as a primary endpoint. Results We found no consistent ex ante predictive signature across the two cohorts. Longitudinally upregulated transcripts in the non-remitter group comprised TH2- and eosinophil-related genes including ALOX15, FCER1A, and OLIG2. Network construction identified transcript modules that were coherently expressed at baseline and in non-remitting patients but were disrupted at early time points in remitting patients. These modules reflected processes such as interferon signaling, erythropoiesis, and platelet aggregation. DNA methylation analysis identified remission-specific temporal changes, which partially overlapped with transcriptomic signals. Machine learning approaches identified features from differentially expressed genes cis-linked to DNA methylation changes at week 2 as a robust predictor of therapy outcome at week 14, which was validated in a publicly available dataset of 20 infliximab-treated CD patients. Conclusions Integrative multi-omics analysis reveals early shifts of gene expression and DNA methylation as predictors for efficient response to anti-TNF treatment. Lack of such signatures might be used to identify patients with IBD unlikely to benefit from TNF antagonists at an early time point. Supplementary Information The online version contains supplementary material available at 10.1186/s13073-022-01112-z.
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Li X, Zhong Y, Yuan C, Lin J, Shen X, Guo M, Lu B, Meng J, Wang Y, Zhang N, Luo Z, Hu G, Mao R, Chen M, Sun C, Li Z, Cao Q, Chen B, Chen Z, Huang B, Feng S. Identifying patients with Crohn's disease at high risk of primary nonresponse to infliximab using a radiomic‐clinical model. INT J INTELL SYST 2022. [DOI: 10.1002/int.23066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Xuehua Li
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Yingkui Zhong
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
- Department of Gastroenterology, The Sixth Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Chenglang Yuan
- Medical AI Lab, School of Biomedical Engineering, Health Science Center Shenzhen University Shenzhen China
| | - Jinjiang Lin
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Xiaodi Shen
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Minyi Guo
- Department of Radiology, The Sixth Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Baolan Lu
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Jixin Meng
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Yangdi Wang
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Naiwen Zhang
- Medical AI Lab, School of Biomedical Engineering, Health Science Center Shenzhen University Shenzhen China
| | - Zixin Luo
- Medical AI Lab, School of Biomedical Engineering, Health Science Center Shenzhen University Shenzhen China
| | - Guimeng Hu
- Medical AI Lab, School of Biomedical Engineering, Health Science Center Shenzhen University Shenzhen China
| | - Ren Mao
- Department of Gastroenterology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Canhui Sun
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Ziping Li
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Qing‐hua Cao
- Department of Pathology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Baili Chen
- Department of Gastroenterology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Zhihui Chen
- Department of Gastrointestinal and Pancreatic Surgery, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
| | - Bingsheng Huang
- Medical AI Lab, School of Biomedical Engineering, Health Science Center Shenzhen University Shenzhen China
| | - Shi‐Ting Feng
- Department of Radiology, The First Affiliated Hospital Sun Yat‐Sen University Guangzhou China
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Xiao F, Dong F, Li X, Li Y, Yu G, Liu Z, Wang Y, Zhang T. Bifidobacterium longum CECT 7894 Improves the Efficacy of Infliximab for DSS-Induced Colitis via Regulating the Gut Microbiota and Bile Acid Metabolism. Front Pharmacol 2022; 13:902337. [PMID: 35979230 PMCID: PMC9376241 DOI: 10.3389/fphar.2022.902337] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 05/30/2022] [Indexed: 12/24/2022] Open
Abstract
Background: Recent evidence suggests that the changes in gut microbiota and its metabolites could predict the clinical response of anti-tumor necrosis factor (TNF) agents, such as infliximab (IFX). However, whether manipulation of the gut microbiota can enhance the efficacy of anti-TNF agents remains unclear. Here, we aim to evaluate the effect of a probiotic strain, Bifidobacterium longum (B. longum) CECT 7894, on IFX efficacy for dextran sulfate sodium (DSS)-induced colitis in mice and attempt to explore the potential involved mechanisms. Methods: C57BL/6 mice were treated with phosphate-buffered saline (PBS) or B. longum CECT 7894 (5 × 108 CFU/day) once daily by gavage for 5 days and subsequently induced acute colitis by 3% (w/v) DSS in drinking water. The efficacies of IFX combined with or without B. longum CECT 7894 were assessed by weight loss, fecal consistency, colon length, and histopathological changes. Immunohistochemistry (IHC) was used to examine the expression of tight junction proteins (TJPs) in colonic tissues. The microbiota composition was characterized through 16 S rRNA gene sequencing. Fecal bile acids (BAs) levels were analyzed by targeted metabolomics. Results:B. longum CECT 7894 improved the efficacy of IFX for DSS-induced colitis as evidenced by decreased weight loss, disease activity index (DAI) scores, colon length shortening, histological damage, increased ZO-1, and Occludin expressions as compared with mice that received IFX only. B. longum CECT 7894 modified the composition and structure of the gut microbiota community in DSS-induced colitis mice. B. longum CECT 7894 increased the relative abundances of genera Bifidobacterium, Blautia, Butyricicoccus, Clostridium, Coprococcus, Gemmiger, and Parabacterioides, and reduced the relative abundances of bacteria genera Enterococcus and Pseudomonas. Furthermore, B. longum CECT 7894 changed the BAs metabolism by increasing the abundance of secondary BAs, such as a-MCA, ß-MCA, LCA, CDCA, UDCA, HCA, isoLCA, isoalloLCA. The covariance analysis revealed the upregulated secondary BAs were positively associated with the increased abundance of bacteria that contained bile salt hydrolases (BSH) and 7α-dehydroxylases genes. Conclusion:B. longum CECT 7894 improved the efficacy of IFX for DSS-induced colitis via regulating the gut microbiota composition and bile acid metabolism. Probiotics supplementation may provide a possibility to improve the clinical response of anti-TNF agents in IBD management.
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Affiliation(s)
- Fangfei Xiao
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Fang Dong
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaolu Li
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Youran Li
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Guangjun Yu
- Gut Microbiota and Metabolic Research Center, Institute of Pediatric Infection, Immunity and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Zhanju Liu
- Department of Gastroenterology, The Shanghai Tenth People’s Hospital of Tongji University, Shanghai, China
| | - Yizhong Wang
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Gut Microbiota and Metabolic Research Center, Institute of Pediatric Infection, Immunity and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- *Correspondence: Yizhong Wang, ; Ting Zhang,
| | - Ting Zhang
- Department of Gastroenterology, Hepatology and Nutrition, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Gut Microbiota and Metabolic Research Center, Institute of Pediatric Infection, Immunity and Critical Care Medicine, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- *Correspondence: Yizhong Wang, ; Ting Zhang,
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Zhu C, Hu J, Wang X, Li C, Gao Y, Li J, Ge Y, Wu X. A novel clinical radiomics nomogram at baseline to predict mucosal healing in Crohn's disease patients treated with infliximab. Eur Radiol 2022; 32:6628-6636. [PMID: 35857074 DOI: 10.1007/s00330-022-08989-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 06/17/2022] [Accepted: 06/27/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVES Mucosal healing (MH) is currently the gold standard in Crohn's disease (CD) management. Noninvasive assessment of MH in CD patients is increasingly a concern of clinicians. METHODS This retrospective study included 106 patients with confirmed CD who were divided into a training cohort (n = 73) and a testing cohort (n = 33). Patient demographics were evaluated to establish a clinical model. Radiomics features were extracted from computed tomography enterography (CTE) images. A radiomics signature was constructed, and a radiomics score (Rad-score) was calculated by using the radiomics signature-based formula. A clinical radiomics nomogram was then built by incorporating the Rad-score and significant clinical features. The diagnostic performance of the three models was evaluated using receiver operating characteristic (ROC) curve analysis. RESULTS Of the 106 patients with CD, 37 exhibited MH after 26 weeks of infliximab (IFX) treatment. The area under the ROC curve (AUC) of the clinical radiomics nomogram for distinguishing MH from non-MH, which was based on the disease duration and Rad-score, was 0.880 (95% confidence interval [CI]: 0.809-0.943) in the training cohort and 0.877 (95% CI: 0.745-0.983) in the testing cohort. Decision curve analysis (DCA) confirmed the clinical utility of the clinical radiomics nomogram. CONCLUSIONS This is a preliminary study suggesting that this CTE-based radiomics model has potential value for predicting MH in CD patients. A nomogram constructed by combining radiomics signatures and clinical features can help clinicians select appropriate therapeutic strategies for CD patients. KEY POINTS • The disease duration (odds ratio (OR) = 0.969, 95% confidence interval (CI) = 0.943-0.995, p = 0.021) was an independent predictor of MH in the clinical model. • The AUC of the radiomics model constructed by the five radiomics features was 0.846 (95% CI: 0.759-0.921) in the training cohort and 0.817 (95% CI: 0.665-0.945) in the testing cohort for differentiating MH from non-MH. • The AUC of the clinical radiomics nomogram was 0.880 (95% CI: 0.809-0.943) in the training cohort and 0.877 (95% CI: 0.745-0.983) in the testing cohort for distinguishing MH from non-MH.
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Affiliation(s)
- Chao Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Jing Hu
- Department of Gastroenterology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Xia Wang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Cuiping Li
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Yankun Gao
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Jianying Li
- CT Research Center, GE Healthcare China, Shanghai, 210000, China
| | - Yaqiong Ge
- CT Research Center, GE Healthcare China, Shanghai, 210000, China
| | - Xingwang Wu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China.
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Alharbi O, Aljebreen AM, Azzam NA, Almadi MA, Saeed M, HajkhderMullaissa B, Asiri H, Almutairi A, AlRuthia Y. Predictors of Anti-TNF Therapy Failure among Inflammatory Bowel Disease (IBD) Patients in Saudi Arabia: A Single-Center Study. J Clin Med 2022; 11:jcm11144157. [PMID: 35887921 PMCID: PMC9321911 DOI: 10.3390/jcm11144157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/13/2022] [Accepted: 07/15/2022] [Indexed: 02/04/2023] Open
Abstract
Background: The advent of monoclonal antibodies (mAbs) has revolutionized the management of many immune-mediated diseases such as inflammatory bowel disease (IBD). Infliximab and adalimumab were the first mAbs approved for the management of IBD, and are still commonly prescribed for the treatment of both Crohn’s disease (CD) and ulcerative colitis (UC). Although mAbs have demonstrated high effectiveness rates in the management of IBD, some patients fail to respond adequately to mAbs, resulting in disease progression and the flare-up of symptoms. Objective: The objective was to explore the predictors of treatment failure among IBD patients on infliximab (INF) and adalimumab (ADA)—as demonstrated via colonoscopy with a simple endoscopic score (SES–CD) of ≥1 for CD and a Mayo score of ≥2 for UC—and compare the rates of treatment failure among patients on those two mAbs. Methods: This was a prospective cohort study among IBD patients aged 18 years and above who had not had any exposure to mAbs before. Those patients were followed after the initiation of biologic treatment with either INF or ADA until they were switched to another treatment due to failure of these mAbs in preventing the disease progression. Univariate and multiple logistic regressions were conducted to examine the predictors and rates of treatment failure. Results: A total of 146 IBD patients (118 patients on INF and 28 on ADA) met the inclusion criteria and were included in the analysis. The mean age of the patients was 31 years, and most of them were males (59%) with CD (75%). About 27% and 26% of the patients had penetrating and non-stricturing–non-penetrating CD behavior, respectively. Patients with UC had significantly higher odds of treatment failure compared to their counterparts with CD (OR = 2.58, 95% CI [1.06–6.26], p = 0.035). Those with left-sided disease had significantly higher odds of treatment failure (OR = 4.28, 95% CI [1.42–12.81], p = 0.0094). Patients on ADA had higher odds of treatment failure in comparison to those on INF (OR = 26.91, 95% CI [7.75–93.39], p = 0.0001). Conclusion: Infliximab was shown to be more effective in the management of IBD, with lower incidence rates of treatment failure in comparison to adalimumab.
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Affiliation(s)
- Othman Alharbi
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
- Correspondence: (O.A.); (Y.A.); Tel.: +966-114-677-483 (Y.A.); Fax: +966-114-677-480 (Y.A.)
| | - Abdulrahman M. Aljebreen
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
| | - Nahla A. Azzam
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
| | - Majid A. Almadi
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
- Division of Gastroenterology, The McGill University Health Center, Montreal General Hospital, McGill University, Montreal, QC H3A 0G4, Canada
| | - Maria Saeed
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
| | - Baraa HajkhderMullaissa
- Gastroenterology Division, Department of Medicine, King Saud University Medical City, King Saud University, Riyadh 11451, Saudi Arabia; (A.M.A.); (N.A.A.); (M.A.A.); (M.S.); (B.H.)
| | - Hassan Asiri
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (H.A.); (A.A.)
| | - Abdullah Almutairi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (H.A.); (A.A.)
| | - Yazed AlRuthia
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia; (H.A.); (A.A.)
- Pharmacoeconomics Research Unit, Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
- Correspondence: (O.A.); (Y.A.); Tel.: +966-114-677-483 (Y.A.); Fax: +966-114-677-480 (Y.A.)
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Zahirović A, Berlec A. Targeting IL-6 by engineered Lactococcus lactis via surface-displayed affibody. Microb Cell Fact 2022; 21:143. [PMID: 35842694 PMCID: PMC9287920 DOI: 10.1186/s12934-022-01873-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 07/06/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Dysregulated production of interleukin (IL)-6 is implicated in the pathology of inflammatory bowel disease (IBD). Neutralization of IL-6 in the gut by safe probiotic bacteria may help alleviate intestinal inflammation. Here, we developed Lactococcus lactis with potent and selective IL-6 binding activity by displaying IL-6-specific affibody on its surface. RESULTS Anti-IL-6 affibody (designated as ZIL) was expressed in fusion with lactococcal secretion peptide Usp45 and anchoring protein AcmA. A high amount of ZIL fusion protein was detected on bacterial surface, and its functionality was validated by confocal microscopy and flow cytometry. Removal of IL-6 from the surrounding medium by the engineered L. lactis was evaluated using enzyme-linked immunosorbent assay. ZIL-displaying L. lactis sequestered recombinant human IL-6 from the solution in a concentration-dependent manner by up to 99% and showed no binding to other pro-inflammatory cytokines, thus proving to be highly specific for IL-6. The removal was equally efficient across different IL-6 concentrations (150-1200 pg/mL) that were found to be clinically relevant in IBD patients. The ability of engineered bacteria to capture IL-6 from cell culture supernatant was assessed using immunostimulated human monocytic cell lines (THP-1 and U-937) differentiated into macrophage-like cells. ZIL-displaying L. lactis reduced the content of IL-6 in the supernatants of both cell lines in a concentration-dependent manner by up to 94%. Dose response analysis showed that bacterial cell concentrations of 107 and 109 CFU/mL (colony forming units per mL) were required for half-maximal removal of recombinant and macrophage-derived IL-6, respectively. CONCLUSION The ability of ZIL-displaying L. lactis to bind pathological concentrations of IL-6 at common bacterial doses suggests physiological significance.
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Affiliation(s)
- Abida Zahirović
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia
| | - Aleš Berlec
- Department of Biotechnology, Jožef Stefan Institute, Ljubljana, Slovenia. .,Faculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia.
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Alexdottir MS, Bourgonje AR, Karsdal MA, Pehrsson M, Loveikyte R, van Dullemen HM, Visschedijk MC, Festen EAM, Weersma RK, Faber KN, Dijkstra G, Mortensen JH. Serological Biomarkers of Intestinal Collagen Turnover Identify Early Response to Infliximab Therapy in Patients With Crohn's Disease. Front Med (Lausanne) 2022; 9:933872. [PMID: 35903311 PMCID: PMC9315105 DOI: 10.3389/fmed.2022.933872] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background Crohn's disease (CD) is characterized by excessive protease activity and extracellular matrix (ECM) remodeling. To date, 30-50% of patients experience non-response to anti-TNF-α treatment. This study aimed to assess whether serological biomarkers of ECM turnover could monitor or predict response to infliximab (IFX) induction therapy in patients with and without a surgical history. Methods Serum biomarkers of type I (C1M), III (C3M), IV (C4M), and VI (C6Ma3) collagen degradation, type III (PRO-C3) and VI (PRO-C6) collagen formation, basement membrane turnover (PRO-C4), and T-cell activity (C4G), were measured at baseline and week 14, in 63 patients with CD undergoing IFX induction therapy. Patients were stratified according to surgical history. Results C4M was elevated at baseline in responders with a surgical history (n = 10) and associated with response at baseline (P < 0.05). Additionally, C6Ma3, PRO-C3, and PRO-C6 were elevated at week 14 in responders compared with non-responders (n = 8) and could differentiate between the two groups (P < 0.05). Two biomarker ratios (C4M/C4G and PRO-C4/C4G) were elevated at week 14 in non-responders (n = 5) without a surgical history compared with responders (n = 40) and could differentiate between the response groups (P < 0.05). Conclusion Baseline levels of a serological biomarker for type IV collagen degradation associated with response to IFX induction therapy, and biomarkers of type III and VI collagen formation may be used to monitor response at the end of induction therapy in patients with a surgical history. Biomarker ratios of type IV collagen turnover demonstrated promising results in monitoring treatment response in patients without a surgical history.
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Affiliation(s)
- Marta S. Alexdottir
- Biomarkers and Research, Nordic Bioscience A/S, Herlev, Denmark
- Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Arno R. Bourgonje
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | | | - Martin Pehrsson
- Biomarkers and Research, Nordic Bioscience A/S, Herlev, Denmark
| | - Roberta Loveikyte
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Hendrik M. van Dullemen
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Marijn C. Visschedijk
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Eleonora A. M. Festen
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Klaas Nico Faber
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Gerard Dijkstra
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
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