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Mo JH, Xie HK, Zhou YM, Ng SB, Li SX, Wang L. Inokosterone Is A Potential Drug Target of Estrogen Receptor 1 in Rheumatoid Arthritis Patients: Analysis from Active Ingredient of Cyathula Officinalis. Chin J Integr Med 2021; 27:767-773. [PMID: 34432202 DOI: 10.1007/s11655-021-3492-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/11/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To elucidate the active compounds and the molecular mechanism of Cyathula Officinalis as a drug treatment for rheumatoid arthritis (RA). METHODS The target genes of active ingredients from Cyathula Officinalis were obtained from bioinformatics analysis tool for the molecular mechanism of traditional Chinese medicine. The protein-protein interaction between the target genes were analyzed using STRING and Genemania. The transcriptome of RA patients compared to healthy people (GSE121894) were analyzed using R program package Limma. The relative expression of the target genes was obtained from the RNA-seq datasets. The molecular docking analyses were processed based on the molecular model of estrogen receptor 1 (ESR1) binding with estradiol (PDB ID:1A52). The binding details were analyzed by SYBYL. RESULTS Inokosterone, ecdysterone, and cyaterone were the 3 active ingredients from Cyathula Officinalis that bind to target genes. Of all the significantly changed genes from RA patients, ESR1, ADORA1, and ANXA1 were significantly increased in mRNA samples of RA patients. CONCLUSION ESR1, the transcription factor that binds inokosterone in the molecular binding analysis, is the target protein of Cyathula Officinalis.
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Affiliation(s)
- Ji-Hao Mo
- Department of Medical Laboratory, Luoyang Orthopedic Hospital of Henan Province, Orthopedic Institute of Henan Province, Luoyang, Henan Province, 471002, China
| | - Han-Kun Xie
- Miller School of Medicine, University of Miami, Miami, FL, 33136, USA
| | - Ye-Mian Zhou
- Institute of Technical Biology & Agriculture Engineering, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, 230031, China
| | | | - Shao-Xia Li
- Department of Medical Laboratory, Luoyang Orthopedic Hospital of Henan Province, Orthopedic Institute of Henan Province, Luoyang, Henan Province, 471002, China
| | - Lei Wang
- Miller School of Medicine, University of Miami, Miami, FL, 33136, USA.
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Shi YY, Li YQ, Xie X, Zhou YT, Zhang Q, Yu JL, Li P, Mi N, Li F. Homotherapy for heteropathy active components and mechanisms of Qiang-Huo-Sheng-Shi decoction for treatment of rheumatoid arthritis and osteoarthritis. Comput Biol Chem 2020; 89:107397. [PMID: 33035753 DOI: 10.1016/j.compbiolchem.2020.107397] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 08/29/2020] [Accepted: 09/29/2020] [Indexed: 12/23/2022]
Abstract
Qiang-Huo-Sheng-Shi decoction (QHSSD), a classic traditional Chinese herbal formula, which has been reported to be effective in rheumatoid arthritis (RA) and osteoarthritis (OA). However, the concurrent targeting mechanism of how the aforementioned formula is valid in the two distinct diseases OA and RA, which represents the homotherapy-for-heteropathy principle in traditional Chinese medicine (TCM), have not yet been clarified. In the present study, network pharmacology was adopted to analyze the potential molecular mechanism, and therapeutic effective components of QHSSD on both OA and RA. A total of 153 active ingredients in QHSSD were identified, 142 of which associated with 59 potential targets for the two diseases were identified. By constructing the protein-protein interaction network and the compound-target-disease network, 72 compounds and 10 proteins were obtained as the hub targets of QHSSD against OA and RA. The hub genes of ESR1, PTGS2, PPARG, IL1B, TNF, MMP2, IL6, CYP3A4, MAPK8, and ALB were mainly involved in osteoclast differentiation, the NF-κB and TNF signaling pathways. Moreover, molecular docking results showed that the screened active compounds had a high affinity for the hub genes. This study provides new insight into the molecular mechanisms behind how QHSSD presents homotherapy-for-heteropathy therapeutic efficacy in both OA and RA. For the first time, a two-disease model was linked with a TCM formula using network pharmacology to identify the key active components and understand the common mechanisms of its multi-pathway regulation. This study will inspire more innovative and important studies on the modern research of TCM formulas.
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Affiliation(s)
- Yuan-Yuan Shi
- College of Pharmacy, Xinjiang Medical University, Urumqi, 830011, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China
| | - Ying-Qi Li
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China
| | - Xiang Xie
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, China
| | - Yu-Ting Zhou
- College of Pharmacy, Xinjiang Medical University, Urumqi, 830011, China
| | - Qian Zhang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China
| | - Jia-Lin Yu
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China
| | - Ping Li
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China.
| | - Na Mi
- The First Affiliated Hospital of Xinjiang Medical University, Urumqi, 830011, China.
| | - Fei Li
- College of Pharmacy, Xinjiang Medical University, Urumqi, 830011, China; State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009, China; Jiangsu Key Laboratory of Druggability of Biopharmaceuticals, China Pharmaceutical University, Nanjing, 210009, China.
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3
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Canet LM, Sánchez-Maldonado JM, Cáliz R, Rodríguez-Ramos A, Lupiañez CB, Canhão H, Martínez-Bueno M, Escudero A, Segura-Catena J, Sorensen SB, Hetland ML, Soto-Pino MJ, Ferrer MA, García A, Glintborg B, Filipescu I, Pérez-Pampin E, González-Utrilla A, Nevot MÁL, Conesa-Zamora P, Broeder AD, De Vita S, Jacobsen SEH, Collantes-Estevez E, Quartuccio L, Canzian F, Fonseca JE, Coenen MJH, Andersen V, Sainz J. Polymorphisms at phase I-metabolizing enzyme and hormone receptor loci influence the response to anti-TNF therapy in rheumatoid arthritis patients. THE PHARMACOGENOMICS JOURNAL 2018; 19:83-96. [PMID: 30287909 DOI: 10.1038/s41397-018-0057-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Revised: 06/19/2018] [Accepted: 08/10/2018] [Indexed: 12/15/2022]
Abstract
The aim of this case-control study was to evaluate whether 47 single-nucleotide polymorphisms (SNPs) in steroid hormone-related genes are associated with the risk of RA and anti-TNF drug response. We conducted a case-control study in 3 European populations including 2936 RA patients and 2197 healthy controls. Of those, a total of 1985 RA patients were treated with anti-TNF blockers. The association of potentially interesting markers in the discovery population was validated through meta-analysis with data from DREAM and DANBIO registries. Although none of the selected variants had a relevant role in modulating RA risk, the meta-analysis of the linear regression data with those from the DREAM and DANBIO registries showed a significant correlation of the CYP3A4rs11773597 and CYP2C9rs1799853 variants with changes in DAS28 after the administration of anti-TNF drugs (P = 0.00074 and P = 0.006, respectively). An overall haplotype analysis also showed that the ESR2GGG haplotype significantly associated with a reduced chance of having poor response to anti-TNF drugs (P = 0.0009). Finally, a ROC curve analysis confirmed that a model built with eight steroid hormone-related variants significantly improved the ability to predict drug response compared with the reference model including demographic and clinical variables (AUC = 0.633 vs. AUC = 0.556; PLR_test = 1.52 × 10-6). These data together with those reporting that the CYP3A4 and ESR2 SNPs correlate with the expression of TRIM4 and ESR2 mRNAs in PBMCs (ranging from P = 1.98 × 10-6 to P = 2.0 × 10-35), and that the CYP2C9rs1799853 SNP modulates the efficiency of multiple drugs, suggest that steroid hormone-related genes may have a role in determining the response to anti-TNF drugs.KEY POINTS• Polymorphisms within the CYP3A4 and CYP2C9 loci correlate with changes in DAS28 after treatment with anti-TNF drugs.• A haplotype including eQTL SNPs within the ESR2 gene associates with better response to anti-TNF drugs.• A genetic model built with eight steroid hormone-related variants significantly improved the ability to predict drug response.
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Affiliation(s)
- Luz M Canet
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Jose M Sánchez-Maldonado
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Rafael Cáliz
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain.,Rheumatology Department, Virgen de las Nieves University Hospital, Granada, Spain
| | - Ana Rodríguez-Ramos
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Carmen B Lupiañez
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Helena Canhão
- CEDOC, EpiDoC Unit, NOVA Medical School and National School of Public Health, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Manuel Martínez-Bueno
- Area of Genomic Medicine, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, Granada, Spain
| | - Alejandro Escudero
- Rheumatology Department, Reina Sofía Hospital/IMIBIC/University of Córdoba, Córdoba, Spain
| | - Juana Segura-Catena
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain
| | - Signe B Sorensen
- The Danish Rheumatologic Biobank, the DANBIO Registry and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark.,Faculty of Health and Medical Sciences, Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Merete L Hetland
- The Danish Rheumatologic Biobank, the DANBIO Registry and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark.,Faculty of Health and Medical Sciences, Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - María José Soto-Pino
- Rheumatology Department, Virgen de las Nieves University Hospital, Granada, Spain
| | - Miguel A Ferrer
- Rheumatology Department, Virgen de las Nieves University Hospital, Granada, Spain
| | - Antonio García
- Rheumatology Department, Virgen de las Nieves University Hospital, Granada, Spain
| | - Bente Glintborg
- The Danish Rheumatologic Biobank, the DANBIO Registry and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark.,Department of Rheumatology, Gentofte and Herlev Hospital, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ileana Filipescu
- Rheumatology Department, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca, Romania
| | - Eva Pérez-Pampin
- Rheumatology Unit, University Hospital of Santiago de Compostela, Santiago de Compostela, Spain
| | | | | | - Pablo Conesa-Zamora
- Clinical Analysis Department, Santa Lucía University Hospital, Cartagena, Spain
| | - Alfons den Broeder
- Department of Human Genetics, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Salvatore De Vita
- Department of Medical and Biological Sciences, Clinic of Rheumatology, University of Udine, Udine, Italy
| | - Sven Erik Hobe Jacobsen
- The Danish Rheumatologic Biobank, the DANBIO Registry and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark.,Faculty of Health and Medical Sciences, Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Luca Quartuccio
- Department of Medical and Biological Sciences, Clinic of Rheumatology, University of Udine, Udine, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - João E Fonseca
- Rheumatology and Metabolic Bone Diseases Department, Hospital de Santa Maria, CHLN, Lisbon, Portugal.,Rheumatology Research Unit, Faculty of Medicine, Instituto de Medicina Molecular, University of Lisbon, Lisbon Academic Medical Center, Lisbon, Portugal
| | - Marieke J H Coenen
- Department of Human Genetics, Radboud University Medical Center, Radboud Institute for Health Sciences, Nijmegen, The Netherlands
| | - Vibeke Andersen
- Focused Research Unit for Molecular Diagnostic and Clinical Research, IRS-Center Sonderjylland, Hospital of Southern Jutland, DK-6200, Aabenraa, Denmark.,Faculty of Health Sciences, Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Juan Sainz
- Genomic Oncology Area, GENYO Centre for Genomics and Oncological Research, Pfizer / University of Granada / Andalusian Regional Government, PTS Granada, Granada, Spain. .,Rheumatology Department, Virgen de las Nieves University Hospital, Granada, Spain.
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Chen Y, Zou K, Sun J, Yang Y, Liu G. Are gene polymorphisms related to treatment outcomes of methotrexate in patients with rheumatoid arthritis? A systematic review and meta-analysis. Pharmacogenomics 2017; 18:175-195. [PMID: 27992285 DOI: 10.2217/pgs-2016-0158] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Aim: Identifying the predictors of responsiveness and adverse events in methotrexate (MTX) treated patients with rheumatoid arthritis (RA) has been the focus of most concern, but still without consistent consensus. Methods: PubMed and OVID EMBASE were searched to collect relevant studies that addressed correlations between gene polymorphisms and efficacy and/or toxicity in MTX-treated RA patients. Allelic, recessive, dominant and over-dominant model were applied. Results: A total of 68 studies were included. For associations with efficacy, AMPD1 34C>T polymorphism was related to responsiveness in dominant model (odds ratio [OR]: 1.77; 95% CI: 1.19–2.63) and over-dominant model (OR: 1.59; 95% CI: 1.04–2.45). ATIC T675C polymorphism had association with responsiveness in recessive model (OR: 2.54; 95% CI: 1.23–5.26). For associations with toxicity, polymorphisms in TYMS 1494 del6 and FPGS rs10106 were correlated to absenting overall adverse events in recessive model (OR: 0.68; 95% CI: 0.49–0.95) and dominant model (OR: 0.54; 95% CI: 0.35–0.83) respectively while MTHFR C677T was associated with presenting overall adverse events in allelic model (OR: 1.29; 95% CI: 1.02–1.63), recessive model (OR: 1.38; 95% CI: 1.00–1.89) and dominant model (OR: 1.41; 95% CI: 1.02–1.94). Conclusion: Polymorphisms in AMPD1 34C>T and ATIC T675C predict responsiveness. The absence of TYMS 1494 del6 and FPGS rs10106 and presence of MTHFR C677T predict adverse events in RA patients treated with MTX. Moreover, variations of the associations were found between Caucasians and non-Caucasians.
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Affiliation(s)
- Yuehong Chen
- Department of Rheumatology & Immunology, West China Hospital, Sichuan University, Chengdu, China
| | - Kun Zou
- Department of Medical Record & Statistics, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Affiliated Hospital of University of Electronic Science & Technology, Chengdu, China
| | - Jianhong Sun
- Department of Rheumatology & Immunology, West China Hospital, Sichuan University, Chengdu, China
| | - Yuan Yang
- Department of Rheumatology & Immunology, West China Hospital, Sichuan University, Chengdu, China
| | - Gang Liu
- Department of Rheumatology & Immunology, West China Hospital, Sichuan University, Chengdu, China
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