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Lo B, Biederman L, Rogler G, Dora B, Kreienbühl A, Vind I, Bendtsen F, Burisch J. Specific Antibiotics Increase the Risk of Flare-Ups in Patients with Inflammatory Bowel Disease: Results from a Danish Nationwide Population-Based Nested Case-Control Study. J Crohns Colitis 2024; 18:1232-1240. [PMID: 38367201 DOI: 10.1093/ecco-jcc/jjae027] [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: 10/19/2023] [Revised: 01/16/2024] [Accepted: 02/15/2024] [Indexed: 02/19/2024]
Abstract
INTRODUCTION Inflammatory bowel disease [IBD] patients have a relapsing-remitting disease course, and amongst environmental factors that aggravate the disease course, common drugs aside from non-steroidal anti-inflammatory drugs have not been studied in detail. While the microbiome is considered to play a significant role on the disease course, the impact of antibiotics is poorly understood. This study investigated the potential impact of different classes of antibiotics on the course of disease in IBD using the Danish National Patient Registry. METHODS Danish IBD patients were studied using two nested case-control cohorts exploring associations between antibiotic types and IBD flare-ups, defined as IBD-related hospitalizations and/or high-dose systemic steroid exposure. Multivariate logistic regression and eXtreme Gradient Boosted decision tree [GBDT] machine learning methods evaluated antibiotic risks. RESULTS Two cohorts with 15 636 and 5178 patients were analysed for risk of hospitalization and course of steroids, respectively. The risk of a flare-up was significantly increased with antecedent exposure to quinolones (ATC:J01M; odds ratio [OR]: 3.04-3.82), antimycotics [ATC:J02A; OR: 1.50-2.30], agents against amoebiasis and protozoal infections [ATC:P01A; OR: 1.95-3.18], intestinal anti-infectives [ATC:A07A; OR: 2.09-2.32], and beta-lactam antibiotics [ATC:J01C; OR: 1.36]. The GBDT models achieved an area under the curve of 0.71-0.85 for predicting flare-ups, with the same above-mentioned antibiotics being in the ten most important variables. CONCLUSION We found distinctive antibiotics to be significantly associated with an increased risk of IBD flare-ups. Our findings are corroborated by our GBDT machine learning models. Healthcare providers should be aware of the deleterious potential of specific antibiotic groups in patients with IBD only using these agents in a restrictive manner or preferentially consider alternative antibiotic groups.
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Affiliation(s)
- Bobby Lo
- Gastro Unit, Medical Section, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - Luc Biederman
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Gerhard Rogler
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Barbara Dora
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Andrea Kreienbühl
- Department of Gastroenterology and Hepatology, University Hospital Zurich, Zurich, Switzerland
| | - Ida Vind
- Gastro Unit, Medical Section, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Flemming Bendtsen
- Gastro Unit, Medical Section, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Johan Burisch
- Gastro Unit, Medical Section, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
- Copenhagen Center for Inflammatory Bowel Disease in Children, Adolescents and Adults, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
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Triantafillidis JK, Zografos CG, Konstadoulakis MM, Papalois AE. Combination treatment of inflammatory bowel disease: Present status and future perspectives. World J Gastroenterol 2024; 30:2068-2080. [PMID: 38681984 PMCID: PMC11045479 DOI: 10.3748/wjg.v30.i15.2068] [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: 12/27/2023] [Revised: 02/20/2024] [Accepted: 03/28/2024] [Indexed: 04/19/2024] Open
Abstract
The treatment of patients with inflammatory bowel disease (IBD), especially those with severe or refractory disease, represents an important challenge for the clinical gastroenterologist. It seems to be no exaggeration to say that in these patients, not only the scientific background of the gastroenterologist is tested, but also the abundance of "gifts" that he should possess (insight, intuition, determination, ability to take initiative, etc.) for the successful outcome of the treatment. In daily clinical practice, depending on the severity of the attack, IBD is treated with one or a combination of two or more pharmaceutical agents. These combinations include not only the first-line drugs (e.g., mesalazine, corticosteroids, antibiotics, etc) but also second- and third-line drugs (immunosuppressants and biologic agents). It is a fact that despite the significant therapeutic advances there is still a significant percentage of patients who do not satisfactorily respond to the treatment applied. Therefore, a part of these patients are going to surgery. In recent years, several small-size clinical studies, reviews, and case reports have been published combining not only biological agents with other drugs (e.g., immunosuppressants or corticosteroids) but also the combination of two biological agents simultaneously, especially in severe cases. In our opinion, it is at least a strange (and largely unexplained) fact that we often use combinations of drugs in a given patient although studies comparing the simultaneous administration of two or more drugs with monotherapy are very few. As mentioned above, there is a timid tendency in the literature to combine two biological agents in severe cases unresponsive to the applied treatment or patients with severe extraintestinal manifestations. The appropriate dosage, the duration of the administration, the suitable timing for checking the clinical and laboratory outcome, as well as the treatment side-effects, should be the subject of intense clinical research shortly. In this editorial, we attempt to summarize the existing data regarding the already applied combination therapies and to humbly formulate thoughts and suggestions for the future application of the combination treatment of biological agents in a well-defined category of patients. We suggest that the application of biomarkers and artificial intelligence could help in establishing new forms of treatment using the available modern drugs in patients with IBD resistant to treatment.
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Affiliation(s)
- John K Triantafillidis
- Inflammatory Bowel Disease Unit, "Metropolitan General" Hospital, Holargos 15562, Attica, Greece
- Hellenic Society for Gastrointestinal Oncology, 354 Iera Odos, Chaidari 12461, Attica, Greece
| | - Constantinos G Zografos
- The 2nd Department of Surgery, University of Athens, School of Medicine, Aretaieion Hospital, Athens 11528, Greece
| | - Manousos M Konstadoulakis
- The 2nd Department of Surgery, University of Athens, School of Medicine, Aretaieion Hospital, Athens 11528, Greece
| | - Apostolos E Papalois
- Unit of Surgical Research and Training, The 2nd Department of Surgery, University of Athens, School of Medicine, Aretaieion Hospital, Athens 11528, Greece
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3
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Iaquinto G, Mazzarella G, Sellitto C, Lucariello A, Melina R, Iaquinto S, De Luca A, Rotondi Aufiero V. Antibiotic Therapy for Active Crohn's Disease Targeting Pathogens: An Overview and Update. Antibiotics (Basel) 2024; 13:151. [PMID: 38391539 PMCID: PMC10886129 DOI: 10.3390/antibiotics13020151] [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: 01/05/2024] [Revised: 01/29/2024] [Accepted: 02/02/2024] [Indexed: 02/24/2024] Open
Abstract
Crohn's disease (CD) is a multifactorial chronic disorder that involves a combination of factors, including genetics, immune response, and gut microbiota. Therapy includes salicylates, immunosuppressive agents, corticosteroids, and biologic drugs. International guidelines do not recommend the use of antibiotics for CD patients, except in the case of septic complications. Increasing evidence of the involvement of gut bacteria in this chronic disease supports the rationale for using antibiotics as the primary treatment for active CD. In recent decades, several pathogens have been reported to be involved in the development of CD, but only Escherichia coli (E. coli) and Mycobacterium avium paratubercolosis (MAP) have aroused interest due to their strong association with CD pathogenesis. Several meta-analyses have been published concerning antibiotic treatment for CD patients, but randomized trials testing antibiotic treatment against E. coli and MAP have not shown prolonged benefits and have generated conflicting results; several questions are still unresolved regarding trial design, antibiotic dosing, the formulation used, the treatment course, and the outcome measures. In this paper, we provide an overview and update of the trials testing antibiotic treatment for active CD patients, taking into account the role of pathogens, the mechanisms by which different antibiotics act on harmful pathogens, and antibiotic resistance. Finally, we also present new lines of study for the future regarding the use of antibiotics to treat patients with active CD.
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Affiliation(s)
- Gaetano Iaquinto
- Gastroenterology Unit, St. Rita Hospital, 83042 Atripalda, Italy
| | - Giuseppe Mazzarella
- Institute of Food Sciences, Consiglio Nazionale Delle Ricerche (CNR), 83100 Atripalda, Italy
- E.L.F.I.D, Department of Translational Medical Science, University "Federico II", 80147 Napoli, Italy
| | - Carmine Sellitto
- Section of Human Anatomy, Department of Mental and Physical Health and Preventive Medicine, University of Campania "Luigi Vanvitelli", 80138 Naples, Italy
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, 84081 Salerno, Italy
| | - Angela Lucariello
- Department of Sport Sciences and Wellness, University of Naples "Parthenope", 80100 Naples, Italy
| | - Raffaele Melina
- Gastroenterology Unit, San G. Moscati Hospital, 83100 Atripalda, Italy
| | | | - Antonio De Luca
- Section of Human Anatomy, Department of Mental and Physical Health and Preventive Medicine, University of Campania "Luigi Vanvitelli", 80138 Naples, Italy
| | - Vera Rotondi Aufiero
- Institute of Food Sciences, Consiglio Nazionale Delle Ricerche (CNR), 83100 Atripalda, Italy
- E.L.F.I.D, Department of Translational Medical Science, University "Federico II", 80147 Napoli, Italy
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4
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Jha DK, Mishra S, Dutta U, Sharma V. Antibiotics for inflammatory bowel disease: Current status. Indian J Gastroenterol 2024; 43:145-159. [PMID: 38376725 DOI: 10.1007/s12664-024-01537-x] [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] [Received: 12/26/2023] [Accepted: 01/17/2024] [Indexed: 02/21/2024]
Abstract
There is abundant literature reporting about the use of antibiotics in inflammatory bowel disease (IBD), but their role in the management of IBD is not entirely clear. Diverse infectious organisms have been implicated in the pathogenesis of Crohn's disease. Also, infections are believed to be a trigger for flares of ulcerative colitis. The benefit of the routine use of antibiotics in IBD is equivocal. However, there are certain situations, where antibiotics have a clear role and evidence of benefit: perianal fistula, intra-abdominal abscesses in Crohn's disease, acute pouchitis and infection-related flares. However, there is a lack of supportive evidence for the routine use of antibiotics in all disease-related flares. Evidence indicates a lack of benefit of intravenous antibiotics in acute severe ulcerative colitis and only limited benefit in active ulcerative colitis. Limited evidence suggests the role of a combination of oral antibiotics in pediatric ulcerative colitis. Certain targeted antibiotic regimens have been used in IBD. In ulcerative colitis, limited evidence suggests the benefit of the use of an antibiotic cocktail directed against Fusobacterium varium. Therapy directed against Escherichia coli does not seem to have a benefit in inflammatory Crohn's disease. In Crohn's disease, antimycobacterial therapy may result in symptomatic improvement but no durable benefit. Antitubercular therapy (ATT), on the contrary, may result in fibrotic transformation, suggesting a need to avoid misdiagnosis and limit the duration of ATT in Crohn's disease. This review assesses the published literature with respect to antibiotic use and provides guidance to clinicians in appropriate antibiotic use in various situations in the setting of IBD.
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Affiliation(s)
- Daya K Jha
- Indian Navy, Visakhapatnam, 530 014, India
| | | | - Usha Dutta
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India
| | - Vishal Sharma
- Department of Gastroenterology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India.
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5
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Iaquinto G, Aufiero VR, Mazzarella G, Lucariello A, Panico L, Melina R, Iaquinto S, De Luca A, Sellitto C. Pathogens in Crohn's Disease: The Role of Adherent Invasive Escherichia coli. Crit Rev Eukaryot Gene Expr 2024; 34:83-99. [PMID: 38305291 DOI: 10.1615/critreveukaryotgeneexpr.2023050088] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2024]
Abstract
In Crohn's disease (CD), gut dysbiosis is marked by the prevalence of pathogenic bacterial species. Although several microbes have been reported as risk factors or causative agents of CD, it is not yet clear which is the real trigger of the disease. Thirty years ago, a new pathovar of Escherichia coli strain was isolated in the ileal mucosa of CD patients. This strain, called adherent invasive E. coli (AIEC), for its ability to invade the intestinal mucosa, could represent the causative agent of the disease. Several authors studied the mechanisms by which the AIEC penetrate and replicate within macrophages, and release inflammatory cytokines sustaining inflammation. In this review we will discuss about the role of AIEC in the pathogenesis of CD, the virulence factors mediating adhesion and invasion of AIEC in mucosal tissue, the environmental conditions improving AIEC survival and replication within macrophages. Finally, we will also give an overview of the new strategies developed to limit AIEC overgrowth.
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Affiliation(s)
- Gaetano Iaquinto
- Gastroenterology Division, S. Rita Hospital, Atripalda, Avellino, Italy
| | - Vera Rotondi Aufiero
- Institute of Food Sciences, CNR, Avellino, Italy and Department of Translational Medical Science and E.L.F.I.D, University "Federico II" Napoli, Italy
| | - Giuseppe Mazzarella
- Institute of Food Sciences, CNR, Avellino, Italy and Department of Translational Medical Science and E.L.F.I.D, University "Federico II" Napoli, Italy
| | - Angela Lucariello
- Department of Sport Sciences and Wellness, University of Naples "Parthenope," 80100, Naples, Italy
| | - Luigi Panico
- Pathological Anatomy and Histology Unit, Monaldi Hospital, Napoli, Italy
| | - Raffaele Melina
- Department of Gastroenterology, San G. Moscati Hospital, Avellino, Italy
| | | | - Antonio De Luca
- Department of Mental Health and Physics, Preventive Medicine, University of Campania "Luigi Vanvitelli," Naples, Italy
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6
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Gan T, Qu S, Zhang H, Zhou X. Modulation of the immunity and inflammation by autophagy. MedComm (Beijing) 2023; 4:e311. [PMID: 37405276 PMCID: PMC10315166 DOI: 10.1002/mco2.311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 05/12/2023] [Accepted: 05/26/2023] [Indexed: 07/06/2023] Open
Abstract
Autophagy, a highly conserved cellular self-degradation pathway, has emerged with novel roles in the realms of immunity and inflammation. Genome-wide association studies have unveiled a correlation between genetic variations in autophagy-related genes and heightened susceptibility to autoimmune and inflammatory diseases. Subsequently, substantial progress has been made in unraveling the intricate involvement of autophagy in immunity and inflammation through functional studies. The autophagy pathway plays a crucial role in both innate and adaptive immunity, encompassing various key functions such as pathogen clearance, antigen processing and presentation, cytokine production, and lymphocyte differentiation and survival. Recent research has identified novel approaches in which the autophagy pathway and its associated proteins modulate the immune response, including noncanonical autophagy. This review provides an overview of the latest advancements in understanding the regulation of immunity and inflammation through autophagy. It summarizes the genetic associations between variants in autophagy-related genes and a range of autoimmune and inflammatory diseases, while also examining studies utilizing transgenic animal models to uncover the in vivo functions of autophagy. Furthermore, the review delves into the mechanisms by which autophagy dysregulation contributes to the development of three common autoimmune and inflammatory diseases and highlights the potential for autophagy-targeted therapies.
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Affiliation(s)
- Ting Gan
- Renal DivisionPeking University First HospitalBeijingChina
- Peking University Institute of NephrologyBeijingChina
- Key Laboratory of Renal DiseaseMinistry of Health of ChinaBeijingChina
- Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University)Ministry of EducationBeijingChina
| | - Shu Qu
- Renal DivisionPeking University First HospitalBeijingChina
- Peking University Institute of NephrologyBeijingChina
- Key Laboratory of Renal DiseaseMinistry of Health of ChinaBeijingChina
- Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University)Ministry of EducationBeijingChina
| | - Hong Zhang
- Renal DivisionPeking University First HospitalBeijingChina
- Peking University Institute of NephrologyBeijingChina
- Key Laboratory of Renal DiseaseMinistry of Health of ChinaBeijingChina
- Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University)Ministry of EducationBeijingChina
| | - Xu‐jie Zhou
- Renal DivisionPeking University First HospitalBeijingChina
- Peking University Institute of NephrologyBeijingChina
- Key Laboratory of Renal DiseaseMinistry of Health of ChinaBeijingChina
- Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University)Ministry of EducationBeijingChina
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7
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Claytor J, Kumar P, Ananthakrishnan AN, Colombel JF, Agrawal M, Ungaro RC. Mild Crohn's Disease: Definition and Management. Curr Gastroenterol Rep 2023; 25:45-51. [PMID: 36753033 DOI: 10.1007/s11894-023-00863-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2022] [Indexed: 02/09/2023]
Abstract
PURPOSE OF REVIEW Crohn's Disease (CD) is a chronic inflammatory disease that can lead to progressive damage to the gastrointestinal tract and significant disability. Early, "top-down" biologic therapy is recommended in moderate-to-severe CD to induce remission and to prevent hospitalization and complications. However, an estimated 20-30% of patients with CD have a mild disease course and may not garner sufficient benefit from expensive, immunosuppressing agents to justify their risks. Herein, we review characteristics of patients with mild CD, the available options for disease treatment and monitoring, and future directions of research. RECENT FINDINGS For ambulatory outpatients with low-risk, mild, ileal or ileocolonic CD, induction of remission with budesonide is recommended. For colonic CD, sulfasalazine is a reasonable choice, although other aminosalicylates have no role in the treatment of CD. No large, randomized trial has supported the use of antibiotics or antimycobacterials in the treatment of CD. Partial Enteral Nutrition and Crohn's Disease Exclusion Diets may be appropriate for inducing remission in some adult patients, with trials ongoing. Select patients with mild-to-moderate CD may benefit from maintenance therapy with azathioprines or gut specific biologics, such as vedolizumab. The role of complementary and alternative medicine is not well defined. The identification, risk stratification, and monitoring of patients with mild CD can be a challenging clinical scenario. Some patients with low risk of disease progression may be appropriate for initial induction of remission with budesonide or sulfasalazine, followed by close clinical monitoring. Future research should focus on pre-clinical biomarkers to stratify disease, novel therapies with minimal systemic immune suppression, and validation of rigorous clinical monitoring algorithms.
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Affiliation(s)
- Jennifer Claytor
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY, 10029, USA.
| | - Pushkar Kumar
- Center for Translational Medicine and Pharmacology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Metropolitan Hospital Center, New York, NY, USA
| | - Ashwin N Ananthakrishnan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Jean-Frederic Colombel
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY, 10029, USA
| | - Manasi Agrawal
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY, 10029, USA.,Center for Molecular Prediction of Inflammatory Bowel Disease (PREDICT), Department of Clinical Medicine, Aalborg University, Copenhagen, Denmark
| | - Ryan C Ungaro
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY, 10029, USA
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8
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Shaheen WA, Quraishi MN, Iqbal TH. Gut microbiome and autoimmune disorders. Clin Exp Immunol 2022; 209:161-174. [PMID: 35652460 DOI: 10.1093/cei/uxac057] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 04/29/2022] [Accepted: 05/30/2022] [Indexed: 12/13/2022] Open
Abstract
Autoimmune diseases have long been known to share a common pathogenesis involving a dysregulated immune system with failure to recognize self from non-self antigens. This immune dysregulation is now increasingly understood to be induced by environmental triggers in genetically predisposed individuals. Although several external environmental triggers have been defined in different autoimmune diseases, much attention is being paid to the role of the internal micro-environment occupied by the microbiome which was once termed "the forgotten organ". In this regard, the gut microbiome, serving as an intermediary between some of those external environmental effectors and the immune system helps programming of the immune system to be tolerant to innocent external and self antigens. However, in the presence of perturbed gut microbiota (dysbiosis), the immune system could be erroneously directed in favor of pro-inflammatory pathways to instigate different autoimmune processes. An accumulating body of evidence, including both experimental and human studies (observational and interventional) points to a role of gut microbiome in different autoimmune diseases. Such evidence could provide a rationale for gut microbiome manipulation with therapeutic and even preventative intents in patients with established or predisposed to autoimmune diseases respectively. Perturbations of the gut microbiome have been delineated in some immune mediated diseases, IBD in particular. However, such patterns of disturbance (microbiome signatures) and related pathogenetic roles of the gut microbiome are context dependent and cannot be generalized in the same exact way to other autoimmune disorders and the contribution of gut microbiome to different disease phenotypes has to be precisely defined. In this review, we revise the evidence for a role of gut microbiome in various autoimmune diseases and possible mechanisms mediating such a role.
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Affiliation(s)
- Walaa Abdelaty Shaheen
- University of Birmingham Microbiome Treatment Center, Birmingham, UK.,Institute of Cancer and Genomic Sciences, University of Birmingham, UK.,Gastroenterology Department, Menoufia University, Egypt
| | - Mohammed Nabil Quraishi
- University of Birmingham Microbiome Treatment Center, Birmingham, UK.,Institute of Cancer and Genomic Sciences, University of Birmingham, UK.,University Hospitals of Birmingham NHS Foundation Trust, Birmingham, UK
| | - Tariq H Iqbal
- University of Birmingham Microbiome Treatment Center, Birmingham, UK.,Institute of Microbiology and Infection, University of Birmingham, UK.,University Hospitals of Birmingham NHS Foundation Trust, Birmingham, UK
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9
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Hamed AA, Fandy TE, Tkaczuk KL, Verspoor K, Lee BS. COVID-19 Drug Repurposing: A Network-Based Framework for Exploring Biomedical Literature and Clinical Trials for Possible Treatments. Pharmaceutics 2022; 14:567. [PMID: 35335943 PMCID: PMC8955179 DOI: 10.3390/pharmaceutics14030567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 02/25/2022] [Accepted: 02/25/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND With the Coronavirus becoming a new reality of our world, global efforts continue to seek answers to many questions regarding the spread, variants, vaccinations, and medications. Particularly, with the emergence of several strains (e.g., Delta, Omicron), vaccines will need further development to offer complete protection against the new variants. It is critical to identify antiviral treatments while the development of vaccines continues. In this regard, the repurposing of already FDA-approved drugs remains a major effort. In this paper, we investigate the hypothesis that a combination of FDA-approved drugs may be considered as a candidate for COVID-19 treatment if (1) there exists an evidence in the COVID-19 biomedical literature that suggests such a combination, and (2) there is match in the clinical trials space that validates this drug combination. METHODS We present a computational framework that is designed for detecting drug combinations, using the following components (a) a Text-mining module: to extract drug names from the abstract section of the biomedical publications and the intervention/treatment sections of clinical trial records. (b) a network model constructed from the drug names and their associations, (c) a clique similarity algorithm to identify candidate drug treatments. RESULT AND CONCLUSIONS Our framework has identified treatments in the form of two, three, or four drug combinations (e.g., hydroxychloroquine, doxycycline, and azithromycin). The identifications of the various treatment candidates provided sufficient evidence that supports the trustworthiness of our hypothesis.
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Affiliation(s)
- Ahmed Abdeen Hamed
- School of Cybersecurity, Data Science and Computing, Norwich University, Northfield, VT 05663, USA
- Sano Centre for Computational Medicine, 30-072 Kraków, Poland;
| | - Tamer E. Fandy
- Department of Pharmaceutical and Administrative Sciences, University of Charleston, Charleston, WV 25304, USA;
| | | | - Karin Verspoor
- School of Computing Technologies, RMIT University, Melbourne 3001, Australia;
- School of Computing and Information Systems, The University of Melbourne, Melbourne 3010, Australia
| | - Byung Suk Lee
- Department of Computer Science, University of Vermont, Burlington, VT 05405, USA;
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10
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Kumar A, Cole A, Segal J, Smith P, Limdi JK. A review of the therapeutic management of Crohn's disease. Therap Adv Gastroenterol 2022; 15:17562848221078456. [PMID: 35198041 PMCID: PMC8859667 DOI: 10.1177/17562848221078456] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 01/19/2022] [Indexed: 02/04/2023] Open
Abstract
Crohn's disease is a chronic inflammatory, relapsing-remitting, and progressive gastrointestinal disorder with an often-negative impact on the physical, emotional, and psychological well-being. Over the past two decades, the medical compendium for the treatment of Crohn's disease has increased significantly, enabling treatment beyond symptoms. Indeed, early and timely use of effective medical therapy has been reflected by improved outcomes with reduction in surgery and ability to achieve clinical and endoscopic remission, reduce corticosteroid dependance, and prevent long-term complications in more patients. In this review, we discuss the key milestones in the medical management of Crohn's disease.
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Affiliation(s)
- Aditi Kumar
- Gastroenterology Department, The Royal Wolverhampton NHS Trust, Wolverhampton WV10 0QP, UK
| | | | - Jonathan Segal
- Department of Gastroenterology and Hepatology, St Mary’s Hospital, London, UK
| | - Philip Smith
- Department of Gastroenterology, The Royal Liverpool and Broadgreen University Hospitals, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
- Faculty of Medicine, University of Liverpool, Liverpool, UK
| | - Jimmy K. Limdi
- Department of Gastroenterology, Northern Care Alliance NHS Foundation NHS Trust, Manchester, UK
- Manchester Academic Health Sciences, University of Manchester, Manchester, UK
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11
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Affiliation(s)
- Jason K Hou
- Center for Innovations in Quality, Effectiveness and Safety (IQuESt), Michael E. DeBakey Veterans Affairs Medical Center, One Baylor Plaza, Houston, TX, 77030, USA. .,Department of Medicine, Section of Gastroenterology, Baylor College of Medicine, Houston, TX, USA.
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