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Chen L, Zhang C, Niu R, Xiong S, He J, Wang Y, Zhang P, Su F, Liu Z, Zhou L, Mao R, Hu S, Chen M, Qiu Y, Feng R. Multi-Omics Biomarkers for Predicting Efficacy of Biologic and Small-Molecule Therapies in Adults With Inflammatory Bowel Disease: A Systematic Review. United European Gastroenterol J 2025; 13:517-530. [PMID: 39656426 PMCID: PMC12090831 DOI: 10.1002/ueg2.12720] [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: 07/22/2024] [Revised: 10/09/2024] [Accepted: 10/14/2024] [Indexed: 05/21/2025] Open
Abstract
The heterogeneity and suboptimal efficacy of biological treatments and small molecule drugs necessitate their precise selection based on biomarkers that predict therapeutic responses in inflammatory bowel disease. Recent studies have identified numerous novel biomarkers predictive of responses to biologics and small molecule modulators, utilizing a variety of omics approaches in inflammatory bowel disease. In this review, we systematically examine baseline omics biomarkers that predict responses to biological therapies and small molecule drugs, drawing on literature from PubMed. Our analysis spans multiple omics disciplines, including genomics, transcriptomics (both bulk RNA and single-cell RNA sequencing), proteomics, microbiomics, and metabolomics, with particular emphasis on the impact of models integrating multiple omics datasets. Additionally, to further the field of precision medicine, we evaluated specific biomarkers that may exhibit distinct effects on responses to multiple therapeutic interventions.
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Affiliation(s)
- Liru Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Chuhan Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ruixuan Niu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shanshan Xiong
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Jinshen He
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yu Wang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Pingxin Zhang
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Fengyuan Su
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Zishan Liu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Longyuan Zhou
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Ren Mao
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Shixian Hu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Institute of Precision MedicineThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Minhu Chen
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Yun Qiu
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
| | - Rui Feng
- Department of GastroenterologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouChina
- Guangxi Hospital DivisionThe First Affiliated HospitalSun Yat‐sen UniversityNanningChina
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Centanni L, Cicerone C, Fanizzi F, D’Amico F, Furfaro F, Zilli A, Parigi TL, Peyrin-Biroulet L, Danese S, Allocca M. Advancing Therapeutic Targets in IBD: Emerging Goals and Precision Medicine Approaches. Pharmaceuticals (Basel) 2025; 18:78. [PMID: 39861141 PMCID: PMC11768140 DOI: 10.3390/ph18010078] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2024] [Revised: 01/04/2025] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
Inflammatory bowel diseases (IBD) including Crohn's disease (CD) and ulcerative colitis (UC) are chronic, relapsing conditions characterized by dysregulated immune responses and persistent intestinal inflammation. This review aims to examine new potential therapeutic targets in IBD starting from the STRIDE-II statements. Key targets now include clinical remission, endoscopic remission, and biomarker normalization (such as C-reactive protein and fecal calprotectin). Moreover, histologic remission, transmural remission, and in the future molecular targets are emerging as important indicators of sustained disease control. The treatment goals for inflammatory bowel disease are varied: to relieve symptoms, prevent permanent intestinal damage, promote inflammation remission, and minimize complications. Consequently, the therapeutic targets have evolved to become broader and more ambitious. Integrating these advanced therapeutic targets has the potential to redefine IBD management by promoting deeper disease control and improved patient outcomes. Further research is essential to validate these strategies and optimize their clinical implementation.
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Affiliation(s)
- Lucia Centanni
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Clelia Cicerone
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Fabrizio Fanizzi
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Ferdinando D’Amico
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Federica Furfaro
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Alessandra Zilli
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Tommaso Lorenzo Parigi
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Laurent Peyrin-Biroulet
- Department of Gastroenterology, INFINY Institute, INSERM NGERE, CHRU de Nancy, Université de Lorraine, F-54500 Vandœuvre-lès-Nancy, France
| | - Silvio Danese
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
| | - Mariangela Allocca
- Gastroenterology and Endoscopy, IRCCS Hospital San Raffaele, University Vita-Salute San Raffaele, 20132 Milan, Italy
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Vinolo E, Maillefer M, Jolly L, Colné N, Meiffren G, Carrasco K, Derive M. The potential of targeting TREM-1 in IBD. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2024; 101:301-330. [PMID: 39521605 DOI: 10.1016/bs.apha.2024.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
Innate immune dysfunction is a hallmark of the pathogenesis of Inflammatory Bowel Disease, both in Crohn's disease and ulcerative colitis. Despite considerable efforts in research to better understand the pathophysiology of IBD and for the development of new therapeutic modalities for IBD patients, there is no therapy specifically targeting the dysregulations of the innate immune response available today in that field. TREM-1 is exclusively expressed by innate immune cells and is an immune amplifier. Its engagement following the primary activation of Pattern Recognition Receptors, including Toll-Like Receptors, triggers the development of a dysregulated and sustained innate immune response, promoting the perpetuation of the inflammatory response in the mucosa of IBD patients, microscopic mucosal tissue alterations, impaired autophagy, impaired epithelial barrier integrity and function, ulcerations, and mucosal damages. In patients, TREM-1 activation is associated with the active status of the disease as well as with severity. Blocking TREM-1 in experimental colitis attenuates the dysregulated innate immune response leading to improved clinical signs. Anti-TREM-1 approaches have the potential of controlling the pathogenic dysregulation of the immune response in IBD by targeting an upstream amplification loop of the activation of innate immunity.
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Mestrovic A, Perkovic N, Bozic D, Kumric M, Vilovic M, Bozic J. Precision Medicine in Inflammatory Bowel Disease: A Spotlight on Emerging Molecular Biomarkers. Biomedicines 2024; 12:1520. [PMID: 39062093 PMCID: PMC11274502 DOI: 10.3390/biomedicines12071520] [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: 05/31/2024] [Revised: 06/30/2024] [Accepted: 07/06/2024] [Indexed: 07/28/2024] Open
Abstract
Inflammatory bowel diseases (IBD) remain challenging in terms of understanding their causes and in terms of diagnosing, treating, and monitoring patients. Modern diagnosis combines biomarkers, imaging, and endoscopic methods. Common biomarkers like CRP and fecal calprotectin, while invaluable tools, have limitations and are not entirely specific to IBD. The limitations of existing markers and the invasiveness of endoscopic procedures highlight the need to discover and implement new markers. With an ideal biomarker, we could predict the risk of disease development, as well as the possibility of response to a particular therapy, which would be significant in elucidating the pathogenesis of the disease. Recent research in the fields of machine learning, proteomics, epigenetics, and gut microbiota provides further insight into the pathogenesis of the disease and is also revealing new biomarkers. New markers, such as BAFF, PGE-MUM, oncostatin M, microRNA panels, αvβ6 antibody, and S100A12 from stool, are increasingly being identified, with αvβ6 antibody and oncostatin M being potentially close to being presented into clinical practice. However, the specificity of certain markers still remains problematic. Furthermore, the use of expensive and less accessible technology for detecting new markers, such as microRNAs, represents a limitation for widespread use in clinical practice. Nevertheless, the need for non-invasive, comprehensive markers is becoming increasingly important regarding the complexity of treatment and overall management of IBD.
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Affiliation(s)
- Antonio Mestrovic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Nikola Perkovic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Dorotea Bozic
- Department of Gastroenterology, University Hospital of Split, Spinciceva 2, 21000 Split, Croatia; (A.M.); (N.P.); (D.B.)
| | - Marko Kumric
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
| | - Marino Vilovic
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
| | - Josko Bozic
- Department of Pathophysiology, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia;
- Laboratory for Cardiometabolic Research, University of Split School of Medicine, Soltanska 2A, 21000 Split, Croatia
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Khedkar S, Khan MA. An in vitro study elucidating the synergistic effects of aqueous cinnamon extract and an anti-TNF-α biotherapeutic: implications for a complementary and alternative therapy for non-responders. BMC Complement Med Ther 2024; 24:131. [PMID: 38521924 PMCID: PMC10960381 DOI: 10.1186/s12906-024-04438-w] [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: 08/30/2023] [Accepted: 03/15/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND Tumor necrosis factor-alpha (TNF-α) is a critical pro-inflammatory cytokine, and its abnormal production is associated with several immune mediated inflammatory diseases (IMID). Biological anti-TNF-α therapy includes treatment with monoclonal antibodies such as infliximab which have proven successful and are well-tolerated in most patients. Unfortunately, some patients may not respond to therapy (primary non-responders) or may lose sensitivity to the biological agent over time (early and late secondary non-responders). Natural products can reduce inflammation and act synergistically with small molecules or biologics, although evidence remains limited. This study aimed to investigate whether complementary and alternative medicine (CAM) could play a role in infliximab non-responders. Reportedly, cinnamon can help manage chronic inflammatory conditions owing to its anti-inflammatory properties. METHODS We studied the synergistic effects of cinnamon and infliximab in vitro using a two-step approach. First, we investigated whether cinnamon and infliximab act synergistically. Second, we selected conditions that supported statistically significant synergy with infliximab and studied the mRNA expression of several genes involved in non-response to infliximab. We used aqueous cinnamon extract (aCE) from Cinnamomum cassia, Cinnamomum zeylanicum, and Cinnamomum loureiroi and bioactive trans-cinnamaldehyde (TCA), cinnamic acid (CA), and eugenol to study the synergy between infliximab and aCE/bioactive compounds using bioassays in fibroblast (L929) and monocytic (U937) cell lines, followed by qPCR for molecular-level insights. TCA, C. cassia aCE, and C. zeylanicum aCE demonstrated a dose-dependent synergistic effect with infliximab. Moreover, we saw differential gene expression for adhesion molecules, apoptotic factors, signaling molecules, and matrix remodelers in presence and absence of aCE/bioactives. RESULTS CAM supplementation was most effective with C. cassia aCE, where a synergistic effect was observed for all the tested genes specifically for MMP-1, BcL-xL, Bax and JAK2, followed by TCA, which affected most of the tested genes except TLR-2, MMP1, MMP3, TIMP-1, and BAX, and C. zeylanicum aCE, which did not affect ICAM-1, VCAM-1, TLR-2, TLR-4, MMP1, MMP3, TIMP-1, and STAT3. CONCLUSION In conclusion, cinnamon acted synergistically with infliximab to mitigate inflammation when used as an extract. Purified bioactive TCA also showed synergistic activity. Thus, aCE, or cinnamon bioactive may be used as a CAM to improve patients' quality of life.
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Affiliation(s)
- Shubrata Khedkar
- Department of Biochemistry, School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, 144411, Punjab, India
| | - Minhaj Ahmad Khan
- Department of Biochemistry, School of Bioengineering and Biosciences, Lovely Professional University, Jalandhar, 144411, Punjab, India.
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Lykowska-Szuber L, Walczak M, Dobrowolska A, Skrzypczak-Zielinska M. Apoptosis and inflammatory genes variants in primary non-response to anti-TNF therapy in Crohn's disease patients. Eur J Gastroenterol Hepatol 2023; 35:1088-1096. [PMID: 37577818 DOI: 10.1097/meg.0000000000002618] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Anti-TNF therapy has indeed revolutionized the treatment of Crohn's disease, leading to higher rates of response and remission in patients. However, a significant proportion of 20-40% of patients do not respond to the initial therapy, others experience a secondary loss of response with ongoing treatment. Adverse drug reactions also occur in some patients. The effectiveness of anti-TNF treatment may be influenced by genetic variability, including FCGR3A, ADAM17, TNFRSF1A, TNFRSF1B, FAS, FASL, IL1B, CASP9 , and MIF genes. In this article, we provide an overview of the current knowledge and findings in the pharmacogenetics of anti-TNF drugs in CD focusing on the aspect of apoptosis and inflammatory genes variants in primary non-response. Pharmacogenetic investigations have been conducted to identify genetic markers that can predict response to anti-TNF therapy. However, large multi-center validation studies and multi-loci algorithms development are required to effectively prognose the treatment effect. The identification of predictive markers of response to anti-TNF therapy can help clinicians make informed decisions about treatment options and minimize adverse drug reactions in patients.
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Affiliation(s)
- Liliana Lykowska-Szuber
- Department of Gastroenterology, Dietetics and Internal Diseases, Poznan University of Medical Sciences
| | - Michal Walczak
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland
| | - Agnieszka Dobrowolska
- Department of Gastroenterology, Dietetics and Internal Diseases, Poznan University of Medical Sciences
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Sun Y, Cai D, Hu W, Fang T. Identifying hub genes and miRNAs in Crohn’s disease by bioinformatics analysis. Front Genet 2022; 13:950136. [PMID: 36118873 PMCID: PMC9471261 DOI: 10.3389/fgene.2022.950136] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/08/2022] [Indexed: 12/04/2022] Open
Abstract
Introduction: Crohn’s disease (CD) is a disease that manifests mainly as chronic inflammation of the gastrointestinal tract, which is still not well understood in terms of its pathogenesis. The aim of this study was to use bioinformatics analysis to identify differentially expressed genes (DEGs) and miRNAs with diagnostic and therapeutic potential in CD. Materials and methods: Three CD datasets (GSE179285, GSE102133, GSE75214) were downloaded from the Gene Expression Omnibus (GEO) database. DEGs between normal and CD tissues were identified using the GEO2R online tool. The Gene Ontology (GO) term and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of the DEGs were conducted using the clusterProfiler function in the R package. Protein-protein interaction network (PPI) analysis and visualization were performed with STRING and Cytoscape. Ten hub genes were identified using cytoHubba’s MCC algorithm and validated with datasets GSE6731 and GSE52746. Finally, the miRNA gene regulatory network was constructed by Cytoscape and NetworkAnalyst to predict potential microRNAs (miRNAs) associated with DEGs. Results: A total of 97 DEGs were identified, consisting of 88 downregulated genes and 9 upregulated genes. The enriched functions and pathways of the DEGs include immune system process, response to stress, response to cytokine and extracellular region. KEGG pathway analysis indicates that the genes were significantly enriched in Cytokine-cytokine receptor interaction, IL-17 signaling pathway, Rheumatoid arthritis and TNF signaling pathway. In combination with the results of the protein-protein interaction (PPI) network and CytoHubba, 10 hub genes including IL1B, CXCL8, CXCL10, CXCL1, CXCL2, CXCL5, ICAM1, IL1RN, TIMP1 and MMP3 were selected. Based on the DEG-miRNAs network construction, 5 miRNAs including hsa-mir-21-5p, hsa-mir-93-5p, hsa-mir-98-5p, hsa-mir-1-3p and hsa-mir-335-5p were identified as potential critical miRNAs. Conclusion: In conclusion, a total of 97 DEGs, 10 hub genes and 5 miRNAs that may be involved in the progression or occurrence of CD were identified in this study, which could be regarded as biomarkers of CD.
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Affiliation(s)
- Yuxin Sun
- Department of Gastroenterology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China
| | - Daxing Cai
- Department of Gastroenterology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China
| | - Weitao Hu
- Department of Rheumatology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China
| | - Taiyong Fang
- Department of Gastroenterology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian, China
- *Correspondence: Taiyong Fang,
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