Gut Microbial Metabolite Crosstalk in Crohn's Disease: Network Pharmacology Unveils Dual-Axis Pathogenesis and Therapeutic Targets.
Crohn's disease (CD), a chronic inflammatory bowel disorder, is driven by dysregulated interactions between gut microbiota and host metabolism. Here, we developed a computational framework integrating multiomics profiling, network pharmacology, and molecular dynamics simulations to systematically map microbiota-metabolite-target-signaling (M-M-T-S) networks and identify therapeutic candidates. By analyzing gut microbial metabolomics and CD-associated targets (via SwissTargetPrediction [STP]/SEA), we constructed a protein-protein interaction (PPI) network enriched for 50 intestinal hub targets (IL6, AKT1, PPARG; degree centrality [CD] > 19.4), which orchestrate inflammatory (TNF/IL-17/TLR, FDR = 3.8 × 10-12) and metabolic (PPAR, FDR = 1.5 × 10-10) pathways. Structure-based screening (AutoDock Vina/AMBER20) revealed 3-indolepropionic acid (IPA) as a high-affinity AKT1 binder (ΔG = -67.4 kJ/mol), while Genipin exhibited robust binding to PTGS2, both validated by 100-ns dynamics simulations (RMSD < 3.8 Å). Mechanistic network analysis uncovered a dual-axis regulatory paradigm: a pro-inflammatory axis (Clostridiumspp.-derived LPS aggravates Th17 polarization via TLR4/IL-17 signaling) and a reparative axis (Faecalibacterium prausnitzii-produced butyrate enhances barrier integrity through PPARγ-mediated NF-κB suppression). Phylogenetic analysis linked microbial functional traits (e.g., LPS/SCFA synthesis) to evolutionary conservation, highlighting clade-specific roles in CD progression. Drug-likeness evaluation (SwissADME/ADMETlab 2.0) prioritized IPA as a lead candidate due to its superior solubility (7.65 mg/mL), nonhepatotoxic profile, and AhR agonism, outperforming Genipin. This study establishes IL6/AKT1/PPARG as central therapeutic hubs and positions IPA for clinical translation. Our framework bridges multiomics integration with precision medicine, offering a scalable strategy to decode microbiome-driven pathologies and accelerate metabolite-based therapeutics.
40
- 10.5713/ab.21.0562
- Apr 30, 2022
- Animal Bioscience
1551
- 10.3390/cancers9050052
- May 17, 2017
- Cancers
2836
- 10.1146/annurev.biochem.69.1.145
- Jun 1, 2000
- Annual Review of Biochemistry
390
- 10.1038/s41564-019-0541-3
- Sep 9, 2019
- Nature Microbiology
1750
- 10.1089/ars.2017.7342
- Oct 24, 2018
- Antioxidants & Redox Signaling
952
- 10.1038/nrgastro.2013.105
- Jun 25, 2013
- Nature Reviews Gastroenterology & Hepatology
39696
- 10.1038/30918
- Jun 1, 1998
- Nature
980
- 10.1016/j.mib.2013.06.003
- Jun 1, 2013
- Current Opinion in Microbiology
1
- 10.1016/j.cmet.2025.01.007
- May 1, 2025
- Cell metabolism
317
- 10.1016/j.trsl.2015.06.011
- Jun 23, 2015
- Translational Research
- Research Article
376
- 10.1038/msb.2008.56
- Jan 1, 2008
- Molecular Systems Biology
To characterize the impact of gut microbiota on host metabolism, we investigated the multicompartmental metabolic profiles of a conventional mouse strain (C3H/HeJ) (n=5) and its germ-free (GF) equivalent (n=5). We confirm that the microbiome strongly impacts on the metabolism of bile acids through the enterohepatic cycle and gut metabolism (higher levels of phosphocholine and glycine in GF liver and marked higher levels of bile acids in three gut compartments). Furthermore we demonstrate that (1) well-defined metabolic differences exist in all examined compartments between the metabotypes of GF and conventional mice: bacterial co-metabolic products such as hippurate (urine) and 5-aminovalerate (colon epithelium) were found at reduced concentrations, whereas raffinose was only detected in GF colonic profiles. (2) The microbiome also influences kidney homeostasis with elevated levels of key cell volume regulators (betaine, choline, myo-inositol and so on) observed in GF kidneys. (3) Gut microbiota modulate metabotype expression at both local (gut) and global (biofluids, kidney, liver) system levels and hence influence the responses to a variety of dietary modulation and drug exposures relevant to personalized health-care investigations.
- Research Article
11
- 10.3389/fbioe.2021.673691
- Jul 6, 2021
- Frontiers in Bioengineering and Biotechnology
Intestinal tuberculosis (ITB) and Crohn’s disease (CD) are chronic inflammatory bowel disorders that are associated with dysregulated mucosal immunity. The gut microbiota plays an important role in the regulation of host immunity and inflammatory response. Although mounting evidence has linked CD with the dysbiosis of gut microbiota, the characteristic profiles of mucosal bacteria in ITB remain unclear. The aim of this study was to assess the alterations of the gut microbiota in ITB and compare the microbial structure of ITB with CD. A total of 71 mucosal samples were collected from patients with ITB, CD, and healthy controls (HC), and then, 16S rRNA gene sequencing was performed. The overall composition of gut microbiota in ITB was strikingly different from HC, with the dominance of Proteobacteria and reduction of Firmicutes. Of note, the short-chain fatty acids (SCFAs)-producing bacteria such as Faecalibacterium, Roseburia, and Ruminococcus were decreased in ITB relative to HC, while Klebsiella and Pseudomonas were enriched. Multiple predictive functional modules were altered in ITB, including the over-representation of lipopolysaccharide biosynthesis, bacterial invasion of epithelial cells, and pathogenic Escherichia coli infection that can promote inflammation. Additionally, the microbial structure in CD was distinctly different from ITB, characterized by lower alpha diversity and increased abundance of Bacteroides, Faecalibacterium, Collinsella, and Klebsiella. These four bacterial markers distinguished ITB from CD with an area under the curve of 97.6%. This study established the compositional and functional perturbation of the gut microbiome in ITB and suggested the potential for using gut microbiota as biomarkers to differentiate ITB from CD.
- Supplementary Content
66
- 10.1016/j.aninu.2020.10.002
- Oct 10, 2020
- Animal Nutrition
Swine gut microbiota and its interaction with host nutrient metabolism
- Front Matter
167
- 10.1053/j.gastro.2010.10.036
- Oct 26, 2010
- Gastroenterology
Genetics and Environmental Interactions Shape the Intestinal Microbiome to Promote Inflammatory Bowel Disease Versus Mucosal Homeostasis
- Research Article
175
- 10.1093/jac/dkq345
- Sep 18, 2010
- Journal of Antimicrobial Chemotherapy
Rifaximin, a rifamycin derivative, has been reported to induce clinical remission of active Crohn's disease (CD), a chronic inflammatory bowel disorder. In order to understand how rifaximin affects the colonic microbiota and its metabolism, an in vitro human colonic model system was used in this study. We investigated the impact of the administration of 1800 mg/day of rifaximin on the faecal microbiota of four patients affected by colonic active CD [Crohn's disease activity index (CDAI > 200)] using a continuous culture colonic model system. We studied the effect of rifaximin on the human gut microbiota using fluorescence in situ hybridization, quantitative PCR and PCR-denaturing gradient gel electrophoresis. Furthermore, we investigated the effect of the antibiotic on microbial metabolic profiles, using (1)H-NMR and solid phase microextraction coupled with gas chromatography/mass spectrometry, and its potential genotoxicity and cytotoxicity, using Comet and growth curve assays. Rifaximin did not affect the overall composition of the gut microbiota, whereas it caused an increase in concentration of Bifidobacterium, Atopobium and Faecalibacterium prausnitzii. A shift in microbial metabolism was observed, as shown by increases in short-chain fatty acids, propanol, decanol, nonanone and aromatic organic compounds, and decreases in ethanol, methanol and glutamate. No genotoxicity or cytotoxicity was attributed to rifaximin, and conversely rifaximin was shown to have a chemopreventive role by protecting against hydrogen peroxide-induced DNA damage. We demonstrated that rifaximin, while not altering the overall structure of the human colonic microbiota, increased bifidobacteria and led to variation of metabolic profiles associated with potential beneficial effects on the host.
- Research Article
31
- 10.1080/00365520500395245
- Jan 1, 2006
- Scandinavian Journal of Gastroenterology
Objective. Crohn's disease (CD) is a chronic inflammatory bowel disorder caused by environmental and genetic factors. Mutations in the CARD15 gene have been associated with CD. No previous case-control CARD15 study has been performed in the Swedish population.Material and methods. The study comprised of 321 individuals: 178 with CD and 143 healthy controls (HCs), all from Stockholm County. All were genotyped for the three main CD-associated CARD15 variants (R702W, G908R and 1007fs) and phenotypic associations were investigated.Results. The allele frequencies of the R702W variant (4.5% CD versus 0.7% HC, p=0.008, OR = 6.8) and the G908R variant (2.0% CD versus 0% HC, p=0.045) were more common in CD patients than in controls. No significant difference in1007fs variant allele frequency was found between CD patients and controls (2.0% CD versus 1.7% HC, p = 0.8, OR = 1.1). Carriage of CARD15 variants was more common in the CD patients than in controls (15.2% CD versus 4.2% HC, p = 0.001, OR = 4.1, population attributable risk (PAR) = 11.4%). Genotype–phenotype analysis demonstrated that CARD15 variants were associated with ileal disease (p=0.0006, OR = 9.3, CI = 2.2–34) and protective for colonic CD (p = 0.01, OR = 0.18). An association between CARD15 variants and ileal CD (p=0.004, OR = 6.6) was confirmed by multivariate analyses.Conclusions. The CARD15 variants R702W and G908R, but not 1007fs, are associated with susceptibility to CD in Stockholm County. Genotype–phenotype analysis shows an association with ileal CD. The contribution of these CARD15 mutations in Swedish CD patients overall is low in relation to studies elsewhere in Central Europe and North America, but is consistent with emerging data from elsewhere in Scandinavia and in Northern Europe.
- Research Article
- 10.1038/s41390-025-03961-x
- Mar 22, 2025
- Pediatric research
Pediatric Crohn's disease (CD) is a chronic inflammatory bowel disorder that poses significant health risks to children. Although the precise etiology of CD remains elusive, further exploration is needed to identify diagnostic biomarkers and therapeutic targets. This study utilized single-cell and bulk RNA sequencing data derived from ileal and colonic biopsy samples to explore the molecular mechanisms and cell types associated with CD, as well as to pinpoint potential biomarkers and therapeutic targets. The results revealed a more pronounced alteration in both the quantity and functional state of neutrophils in the CD cohort compared to those with ulcerative colitis and healthy controls. Neutrophils were present in higher proportions in the CD group, primarily in an activated state, potentially correlating with the presence of deep ulcerations and inflammatory histopathological features. Additionally, neutrophil interactions with other cell types were markedly enhanced in the CD group, making neutrophils the dominant participants in cell-to-cell communications. Further analysis indicated a shift in neutrophil phenotype from pro-inflammatory and antimicrobial to tissue-repairing, which may contribute to the progression and exacerbation of CD. IL1B, ICAM1, CXCL1, and CXCL9, primarily expressed in neutrophils, were potential biomarkers for CD. Neutrophils might be considered a potential target for pediatric CD. This study demonstrated that patients with CD exhibited a greater proportion of activated neutrophils, with enhanced interactions between neutrophils and all other cell types, resulting in neutrophils contributing the most cell-cell interactions within the CD gut. Neutrophils in the CD gut transition from a pro-inflammatory and antibacterial phenotype to one that promotes tissue healing, potentially influencing the progression and exacerbation of CD. Neutrophils represent a promising therapeutic target in pediatric CD. Hub genes associated with CD, including IL1B, ICAM1, CXCL1, and CXCL9, are predominantly expressed in neutrophils, positioning them as promising diagnostic biomarkers for CD.
- Research Article
199
- 10.1055/s-2006-924996
- Apr 27, 2006
- Endoscopy
Intestinal tuberculosis and Crohn's disease are chronic inflammatory bowel disorders that are difficult to differentiate from one another. This study aimed to evaluate the diagnostic value of various colonoscopic findings in the differential diagnosis between intestinal tuberculosis and Crohn's disease. Colonoscopic findings on initial work-up were prospectively recorded in patients with an initial diagnosis of either intestinal tuberculosis or Crohn's disease. These findings were analyzed after a final diagnosis of intestinal tuberculosis (n = 44) or Crohn's disease (n = 44) had been made after follow-up. Four parameters (anorectal lesions, longitudinal ulcers, aphthous ulcers, and cobblestone appearance) were significantly more common in patients with Crohn's disease than in patients with intestinal tuberculosis. Four other parameters (involvement of fewer than four segments, a patulous ileocecal valve, transverse ulcers, and scars or pseudopolyps) were observed more frequently in patients with intestinal tuberculosis than in patients with Crohn's disease. We hypothesized that a diagnosis of Crohn's disease could be made when the number of parameters characteristic of Crohn's disease was higher than the number of parameters characteristic of intestinal tuberculosis, and vice versa. Making these assumptions, we calculated that the diagnosis of either intestinal tuberculosis or Crohn's disease would have been made made correctly in 77 of our 88 patients (87.5 %), incorrectly in seven patients (8.0 %), and would not have been made in four patients (4.5 %). A systematic analysis of colonoscopic findings is very useful in the differential diagnosis between intestinal tuberculosis and Crohn's disease.
- Research Article
120
- 10.1016/j.envpol.2018.07.039
- Jul 17, 2018
- Environmental Pollution
Dioxin-like PCB 126 increases intestinal inflammation and disrupts gut microbiota and metabolic homeostasis
- Research Article
29
- 10.2165/00003495-200464100-00004
- Jan 1, 2004
- Drugs
Crohn's disease is a chronic inflammatory bowel disorder with a relapsing and remitting course. Once remission is achieved, the main aim of the management of Crohn's disease is maintenance of that remission. Significant advances have been made into understanding the aetiology and pathogenesis of inflammatory bowel disease. With these advances in understanding come increasing numbers of new agents and therapies, aimed both at active disease and the subsequent maintenance of remission in Crohn's disease. Current therapeutic strategies in maintaining remission in Crohn's disease include 5-aminosalicylates (e.g. sulfasalazine, mesalazine), thiopurines (e.g. azathioprine, 6-mercaptopurine [mercaptopurine]), methotrexate and infliximab. The 5-aminosalicylates appear to have efficacy limited to either surgically induced remission and/or limited small bowel Crohn's disease. The immunomodulators now have an established role in Crohn's maintenance. Azathioprine and 6-mercaptopurine are effective in chronic active disease and corticosteroid-dependent Crohn's disease. Methotrexate has similar indications, although it appears to be an alternative in patients who are intolerant of, or resistant to, the thiopurines. The most recent breakthrough has been in the field of biological therapy for maintenance of remission in Crohn's disease. Treatment of patients with the anti-tumour necrosis factor (TNF)-alpha antibody infliximab has been shown already to be effective in inducing remission. Recent studies have now confirmed a role for infliximab in delaying relapse and maintaining remission in patients responsive to infliximab induction therapy. However, results with soluble TNF alpha receptors have been disappointing. A number of other biological and nonbiological agents have shown potential, though trials of the 'newer' biological agents have thus far been disappointing, in the maintenance of remission in Crohn's disease. The evidence for theses agents is currently limited, in many cases to treating active disease; however, these data are discussed in this article in order to provide an overview of future potential therapies. The aim of this review is to provide clinicians with an insight into current and emerging therapeutic agents for the maintenance of remission of Crohn's disease.
- Research Article
23
- 10.1016/j.aninu.2022.06.009
- Jun 22, 2022
- Animal Nutrition
NAD+ and its possible role in gut microbiota: Insights on the mechanisms by which gut microbes influence host metabolism.
- Research Article
11
- 10.1186/s13020-022-00697-2
- Dec 26, 2022
- Chinese Medicine
BackgroundTraditional Chinese Medicine (TCM) has been practiced and developed in China over thousands of years under the guidance of a series of complicated traditional theories. Herbs within TCM usually are classified according to their different properties ranging from cold, cool, warm to hot, which are simplified as Cold and Hot properties. TCM with either Cold or Hot properties are used in various formulae designed for the purpose of restoring the balance of patients. Emerging evidence has highlighted that an altered gut microbiota or host metabolism are critically involved in affecting the healing properties of TCM. However, at present the exact influences and crosstalk on the gut microbiota and host metabolism remain poorly understood.MethodsIn the present study, the divergent impacts of six TCMs with either Cold or Hot properties on gut microbiome and host metabolism during short- or long-term intervention in mice were investigated. Six typical TCMs with Hot or Cold properties including Cinnamomi Cortex (rougui, RG), Zingiberis Rhizoma (ganjiang, GJ), Aconiti Lateralis Radix Praeparata (fuzi, FZ), Rhei Radix et Rhizoma (dahuang, DH), Scutellariae Radix (huangqin, HQ), and Copitdis Rhizoma (huanglian, HL) were selected and orally administered to male C57BL/6J mice for a short- or a long-term (7 or 35 days). At the end of experiments, serum and cecal contents were collected for metabolomic and gut microbiome analyses using gas chromatography–tandem mass spectrometry (GC–MS) or 16S ribosomal deoxyribonucleic acid (16S rDNA) sequencing.ResultsThe results revealed that the gut microbiome underwent divergent changes both in its composition and functions after short-term intervention with TCM possessing either Cold or Hot properties. Interestingly, the number of changed genus and bacteria pathways was reduced in Hot_LT, but was increased in Cold_LT, especially in the HL group. Increased α diversity and a reduced F/B ratio revealed the changes in Hot_ST, but a reduced Shannon index and increased altered bacteria function was evident in Cold_LT. The serum metabolic profile showed that the influence of TCM on host metabolism was gradually reduced over time. Glycolipid metabolism related pathways were specifically regulated by Hot_ST, but also surprisingly by Cold_LT. Reduced lactic acid in Cold_ST, increased tryptophan concentrations and decreased proline and threonine concentrations in Cold_LT perhaps highlighting the difference between the two natures influence on serum metabolism. These metabolites were closely correlated with altered gut microbiota shown by further correlation analyses.ConclusionThe results indicated that TCM properties could be, at least partially characterized by an alteration in the gut microbiota and metabolic profile, implying that the divergent responses of gut microbiome and host metabolism are involved in different responses to TCM.Graphic
- Research Article
63
- 10.1053/j.gastro.2014.03.032
- Mar 24, 2014
- Gastroenterology
The Gut Microbiome in Health and Disease
- Research Article
116
- 10.3748/wjg.v21.i41.11597
- Jan 1, 2015
- World Journal of Gastroenterology
The gut microbiota has the capacity to produce a diverse range of compounds that play a major role in regulating the activity of distal organs and the liver is strategically positioned downstream of the gut. Gut microbiota linked compounds such as short chain fatty acids, bile acids, choline metabolites, indole derivatives, vitamins, polyamines, lipids, neurotransmitters and neuroactive compounds, and hypothalamic-pituitary-adrenal axis hormones have many biological functions. This review focuses on the gut microbiota and host metabolism in liver cirrhosis. Dysbiosis in liver cirrhosis causes serious complications, such as bacteremia and hepatic encephalopathy, accompanied by small intestinal bacterial overgrowth and increased intestinal permeability. Gut dysbiosis in cirrhosis and intervention with probiotics and synbiotics in a clinical setting is reviewed and evaluated. Recent studies have revealed the relationship between gut microbiota and host metabolism in chronic metabolic liver disease, especially, non-alcoholic fatty liver disease, alcoholic liver disease, and with the gut microbiota metabolic interactions in dysbiosis related metabolic diseases such as diabetes and obesity. Recently, our understanding of the relationship between the gut and liver and how this regulates systemic metabolic changes in liver cirrhosis has increased. The serum lipid levels of phospholipids, free fatty acids, polyunsaturated fatty acids, especially, eicosapentaenoic acid, arachidonic acid, and docosahexaenoic acid have significant correlations with specific fecal flora in liver cirrhosis. Many clinical and experimental reports support the relationship between fatty acid metabolism and gut-microbiota. Various blood metabolome such as cytokines, amino acids, and vitamins are correlated with gut microbiota in probiotics-treated liver cirrhosis patients. The future evaluation of the gut-microbiota-liver metabolic network and the intervention of these relationships using probiotics, synbiotics, and prebiotics, with sufficient nutrition could aid the development of treatments and prevention for liver cirrhosis patients.
- Research Article
- 10.1016/j.jep.2024.118863
- Sep 27, 2024
- Journal of Ethnopharmacology
Exploring the therapeutic potential of Xiangsha Liujunzi Wan in Crohn's disease: from network pharmacology approach to experimental validation
- Research Article
- 10.1002/biof.70051
- Nov 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70055
- Nov 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70054
- Nov 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70048
- Sep 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70045
- Sep 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70049
- Sep 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70047
- Sep 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70038
- Jul 1, 2025
- BioFactors (Oxford, England)
- Research Article
- 10.1002/biof.70043
- Jul 1, 2025
- BioFactors (Oxford, England)
- Addendum
- 10.1002/biof.70034
- Jul 1, 2025
- BioFactors (Oxford, England)
- Ask R Discovery
- Chat PDF
AI summaries and top papers from 250M+ research sources.