1
|
Ren M, Ma J, Qu M. Network pharmacology integrated with molecular docking and molecular dynamics simulations to explore the mechanism of Shaoyao Gancao Tang in the treatment of asthma and irritable bowel syndrome. Medicine (Baltimore) 2024; 103:e40929. [PMID: 39686413 DOI: 10.1097/md.0000000000040929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND Numerous studies have demonstrated a correlation between asthma and irritable bowel syndrome (IBS). The Chinese herbal compound Shaoyao Gancao Tang (SYGCT) has been found to have therapeutic effects on both asthma and IBS, but the underlying mechanisms are not yet fully understood. This study aims to explore the key components, key targets, and potential mechanisms of SYGCT in treating asthma with IBS by using network pharmacology, molecular docking techniques and molecular dynamics simulation. METHODS The major chemical components and potential target genes of SYGCT were screened by bioinformatics. The key targets of Asthma-IBS comorbidity were identified based on network modules. The intersection of the drug targets and disease targets was identified as the potential targets of SYGCT in treating asthma-IBS. Gene Ontology functional annotation and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis were performed to identify the biological processes and signaling pathways involved in these potential targets. A protein-protein interaction network was constructed to identify hub targets, while a drug-compound-target topological network was built to screen key compounds. Molecular docking was used to verify the affinity between the hub targets and key compounds. Molecular dynamics analysis was utilized to assess the binding stability of these interactions. RESULTS Network pharmacology analysis revealed that the therapeutic effect of SYGCT on asthma-IBS involved multiple biological processes and signaling pathways. It may exert therapeutic effects primarily through signaling pathways such as IL-17, TNF, and Th17 cell differentiation. The possible targets of SYGCT in the treatment of asthma-IBS could be IL6, TNF, JUN, PTGS2, STAT3, IL1B, CASP3, NFKBIA, IL10, and PPARG. Molecular docking verification showed that the predicted targets had good binding affinity with the compounds, among which PTGS2, CASP3, and PPARG had higher binding energy. Molecular dynamics simulation revealed that PTGS2, CASP3, and PPARG proteins had good stability and high binding strength with the compounds 2-[(3R)-8,8-dimethyl-3,4-dihydro-2H-pyrano[6,5-f]chromen-3-yl]-5-methoxyphenol and shinpterocarpin. CONCLUSION SYGCT plays a therapeutic role in asthma and IBS through multiple targets and pathways, providing a theoretical basis for explaining the mechanism and clinical application of SYGCT in treating different diseases with the same treatment in asthma and IBS.
Collapse
Affiliation(s)
- Mengjiao Ren
- Department of Warm Disease, School of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | | | | |
Collapse
|
2
|
Melgaard ME, Jensen SK, Eliasen A, Pedersen CET, Thorsen J, Mikkelsen M, Vahman N, Schoos AMM, Gern J, Brix S, Stokholm J, Chawes BL, Bønnelykke K. Asthma development is associated with low mucosal IL-10 during viral infections in early life. Allergy 2024; 79:2981-2992. [PMID: 39221476 DOI: 10.1111/all.16276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 06/21/2024] [Accepted: 07/03/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Viral infection is a common trigger of severe respiratory illnesses in early life and a risk factor for later asthma development. The mechanism leading to asthma could involve an aberrant airway immune response to viral infections, but this has rarely been studied in a human setting. OBJECTIVES To investigate in situ virus-specific differences in upper airway immune mediator levels during viral episodes of respiratory illnesses and the association with later asthma. METHODS We included 493 episodes of acute respiratory illnesses in 277 children aged 0-3 years from the COPSAC2010 mother-child cohort. Levels of 18 different immune mediators were assessed in nasal epithelial lining fluid using high-sensitivity MesoScale Discovery kits and compared between children with and without viral PCR-identification in nasopharyngeal samples. Finally, we investigated whether the virus-specific immune response was associated with asthma by age 6 years. RESULTS Viral detection were associated with upregulation of several Type 1 and regulatory immune mediators, including IFN-ɣ, TNF-α, CCL4, CXCL10 and IL-10 and downregulation of Type 2 and Type 17 immune mediators, including CCL13, and CXCL8 (FDR <0.05). Children developing asthma had decreased levels of IL-10 (FDR <0.05) during viral episodes compared to children not developing asthma. CONCLUSION We described the airway immune mediator profile during viral respiratory illnesses in early life and showed that children developing asthma by age 6 years have a reduced regulatory (IL-10) immune mediator level. This provides insight into the interplay between early-life viral infections, airway immunity and asthma development.
Collapse
Affiliation(s)
- Mathias Elsner Melgaard
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Signe Kjeldgaard Jensen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Anders Eliasen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Health Technology, Section for Bioinformatics, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Casper-Emil Tingskov Pedersen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Jonathan Thorsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Marianne Mikkelsen
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Nilofar Vahman
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Ann-Marie Malby Schoos
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics, Slagelse Sygehus, Slagelse, Denmark
| | - James Gern
- Department of Pediatrics and Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin, USA
| | - Susanne Brix
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jakob Stokholm
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Department of Pediatrics, Slagelse Sygehus, Slagelse, Denmark
- Department of Food Science, University of Copenhagen, Frederiksberg C, Denmark
| | - Bo Lund Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Klaus Bønnelykke
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
3
|
Lio D, Di Lorenzo G, Brusca I, Scola L, Bellia C, La Piana S, Barrale M, Bova M, Vaccarino L, Forte GI, Pilato G. A Heuristic Approach to Analysis of the Genetic Susceptibility Profile in Patients Affected by Airway Allergies. Genes (Basel) 2024; 15:1105. [PMID: 39202464 PMCID: PMC11353610 DOI: 10.3390/genes15081105] [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: 07/08/2024] [Revised: 08/10/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024] Open
Abstract
Allergic respiratory diseases such as asthma might be considered multifactorial diseases, having a complex pathogenesis that involves environmental factors and the activation of a large set of immune response pathways and mechanisms. In addition, variations in genetic background seem to play a central role. The method developed for the analysis of the complexities, as association rule mining, nowadays may be applied to different research areas including genetic and biological complexities such as atopic airway diseases to identify complex genetic or biological markers and enlighten new diagnostic and therapeutic targets. A total of 308 allergic patients and 205 controls were typed for 13 single nucleotide polymorphisms (SNPs) of cytokine and receptors genes involved in type 1 and type 2 inflammatory response (IL-4 rs2243250 C/T, IL-4R rs1801275A/G, IL-6 rs1800795 G/C, IL-10 rs1800872 A/C and rs1800896 A/G, IL-10RB rs2834167A/G, IL-13 rs1800925 C/T, IL-18 rs187238G/C, IFNγ rs 24030561A/T and IFNγR2 rs2834213G/A), the rs2228137C/T of CD23 receptor gene and rs577912C/T and rs564481C/T of Klotho genes, using KASPar SNP genotyping method. Clinical and laboratory data of patients were analyzed by formal statistic tools and by a data-mining technique-market basket analysis-selecting a minimum threshold of 90% of rule confidence. Formal statistical analyses show that IL-6 rs1800795GG, IL-10RB rs2834167G positive genotypes, IL-13 rs1800925CC, CD23 rs2228137TT Klotho rs564481TT, might be risk factors for allergy. Applying the association rule methodology, we identify 10 genotype combination patterns associated with susceptibility to allergies. Together these data necessitate being confirmed in further studies, indicating that the heuristic approach might be a straightforward and useful tool to find predictive and diagnostic molecular patterns that might be also considered potential therapeutic targets in allergy.
Collapse
Affiliation(s)
- Domenico Lio
- University Research Center “Migrate”, University of Palermo, 90100 Palermo, Italy
| | - Gabriele Di Lorenzo
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90100 Palermo, Italy; (G.D.L.); (S.L.P.)
| | - Ignazio Brusca
- Clinical Pathology Unit, Buccheri La Ferla Hospital of Palermo, 90100 Palermo, Italy; (I.B.); (M.B.)
| | - Letizia Scola
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
- Transfusion Medicine Unit, University Hospital “Paolo Giaccone”, 90100 Palermo, Italy;
| | - Chiara Bellia
- Transfusion Medicine Unit, University Hospital “Paolo Giaccone”, 90100 Palermo, Italy;
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy
| | - Simona La Piana
- Department of Health Promotion Sciences, Maternal and Infant Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90100 Palermo, Italy; (G.D.L.); (S.L.P.)
| | - Maria Barrale
- Clinical Pathology Unit, Buccheri La Ferla Hospital of Palermo, 90100 Palermo, Italy; (I.B.); (M.B.)
| | - Manuela Bova
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
| | - Loredana Vaccarino
- Clinical Pathology, Department of Bio-Medicine, Neuroscience and Advanced Diagnostics, University of Palermo, 90100 Palermo, Italy; (L.S.); (M.B.); (L.V.)
| | - Giusi Irma Forte
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), Cefalù Secondary Site, C/da Pietrapollastra-Pisciotto, 90015 Cefalù, Italy;
| | - Giovanni Pilato
- Institute for High Performance Computing and Networking (ICAR), National Research Council (CNR), 90100 Palermo, Italy;
| |
Collapse
|
4
|
Reigada-Rivera ML, Lozano CS, Rodilla EM, García-Sánchez A, García-Solaesa V, Toledano FL, González ID, Isidoro-García M. Polymorphisms in Human IL4, IL10, and TNF Genes Are Associated with an Increased Risk of Developing NSAID-Exacerbated Respiratory Disease. Genes (Basel) 2022; 13:genes13040605. [PMID: 35456412 PMCID: PMC9031626 DOI: 10.3390/genes13040605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/22/2022] [Accepted: 03/25/2022] [Indexed: 02/05/2023] Open
Abstract
Background: The role of genetics in non-steroidal anti-inflammatory drugs (NSAID) exacerbated respiratory disease (NERD) is unclear, with different candidates involved, such as HLA genes, genes related to leukotriene synthesis, and cytokine genes. This study aimed to determine possible associations between 22 polymorphisms in 13 cytokine genes. Methods: We included 195 patients (85 with NERD and 110 with respiratory disease who tolerate NSAIDs) and 156 controls (non-atopic individuals without a history of asthma, nasal polyposis (NP), or NSAID hypersensitivity). Genotyping was performed by sequence-specific primer polymerase chain reaction (PCR-SSP). Amplicons were analyzed by horizontal gel electrophoresis in 2% agarose. Results: Significant differences in allele and genotype frequency distributions were found in TNF (rs1800629), IL4 (rs2243248 and rs2243250), and IL10 (rs1800896, rs1800871, and rs1800872) genes in patients with NSAID hypersensitivity. In all cases, the minor allele and the heterozygous genotype were more prevalent in NERD. An association of TNF rs1800629 SNP with respiratory disease in NSAID-tolerant patients was also found. Conclusions: Retrospectively recorded, we found strong associations of NERD with polymorphisms in IL4, IL10, and TNF genes, suggesting that these genes could be involved in the inflammatory mechanisms underlying NERD.
Collapse
Affiliation(s)
- María Luisa Reigada-Rivera
- Department of Clinical Biochemistry, University Hospital of Salamanca, 37007 Salamanca, Spain; (M.L.R.-R.); (V.G.-S.); (M.I.-G.)
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
| | - Catalina Sanz Lozano
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Microbiology and Genetics, University of Salamanca, 37007 Salamanca, Spain
- Correspondence: (C.S.L.); (I.D.G.)
| | - Esther Moreno Rodilla
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Allergy, University Hospital of Salamanca, 37007 Salamanca, Spain
- Department of Biomedical Sciences and Diagnostics, University of Salamanca, 37007 Salamanca, Spain
| | - Asunción García-Sánchez
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Biomedical Sciences and Diagnostics, University of Salamanca, 37007 Salamanca, Spain
| | - Virginia García-Solaesa
- Department of Clinical Biochemistry, University Hospital of Salamanca, 37007 Salamanca, Spain; (M.L.R.-R.); (V.G.-S.); (M.I.-G.)
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
| | - Félix Lorente Toledano
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Biomedical Sciences and Diagnostics, University of Salamanca, 37007 Salamanca, Spain
- Department of Pediatrics, University Hospital of Salamanca, 37007 Salamanca, Spain
| | - Ignacio Dávila González
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Allergy, University Hospital of Salamanca, 37007 Salamanca, Spain
- Department of Biomedical Sciences and Diagnostics, University of Salamanca, 37007 Salamanca, Spain
- Correspondence: (C.S.L.); (I.D.G.)
| | - María Isidoro-García
- Department of Clinical Biochemistry, University Hospital of Salamanca, 37007 Salamanca, Spain; (M.L.R.-R.); (V.G.-S.); (M.I.-G.)
- Biomedical Research Institute of Salamanca IBSAL, 37007 Salamanca, Spain; (E.M.R.); (A.G.-S.); (F.L.T.)
- Department of Medicine, University of Salamanca, 37007 Salamanca, Spain
| |
Collapse
|