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Park JB. Methyl 2-[3-(4-hydroxyphenyl)prop-2-enoylamino]-3-phenylpropanoate Is a Potent Cell-Permeable Anti-Cytokine Compound To Inhibit Inflammatory Cytokines in Monocyte/Macrophage-Like Cells. J Pharmacol Exp Ther 2024; 388:181-189. [PMID: 37918857 PMCID: PMC10765419 DOI: 10.1124/jpet.123.001830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 09/15/2023] [Accepted: 10/02/2023] [Indexed: 11/04/2023] Open
Abstract
Cytokines are signaling molecules involved in inflammation process. Interleukin (IL)-6 is one of pivotal inflammatory cytokines associated with many human diseases. Therefore, there are on-going efforts to find a therapeutic to inhibit IL-6 and other cytokines. Methyl 2-[3-(4-hydroxyphenyl)prop-2-enoylamino]-3-phenylpropanoate (MHPAP) is a phenolic amide ester, transported better than its non-ester form (NEF) in monocyte/macrophage-like cells. However, there is no information about the effects of their cell permeability on cytokines. Therefore, the effects of MHPAP and NEF on cytokines were investigated in lipopolysaccharide (LPS)-stimulated THP-1 and human peripheral blood mononuclear cells (PBMCs). In the THP-1 cells, MHPAP significantly inhibited IL-6, IL-1beta, IL-8, and tumor necrosis factor (TNF)-alpha (P < 0.05), but NEF showed no effects. MHPAP also inhibited nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) p65 phosphorylation in the THP-1 cells (P < 0.05), without significant effects on c-FOS, ATF-2, and JUN phosphorylations. Because NF-κB p65 is phosphorylated by IκB kinase (IKK), in silico analysis was performed on IKK. MHPAP was found to bind to IKK better than an IKK inhibitor ((E)-2-fluoro-4'-methoxystilbene). Furthermore, MHPAP inhibited the luminescence increased in the LPS-stimulated NF-κB-Luc2 THP-1 cells. As anticipated, MHPAP was also found to inhibit IL-6, IL-1beta, IL-8, and TNF-alpha significantly in LPS-stimulated PBMCs (P < 0.05). Especially, MHPAP inhibited IL-6 and IL-1beta with an IC50 of 0.85 and 0.87 µM, better than IL-8 (1.58 µM) and TNF-alpha (1.22 µM) in the cells. Altogether, the data suggest that cell permeability may have a significant impact on MHPAP's ability to inhibit cytokines and MHPAP may be used as a potent cell-permeable compound to inhibit inflammatory cytokines in monocyte/macrophage-like cells. SIGNIFICANCE STATEMENT: Potential effects of MHPAP and NEF on inflammatory cytokines (IL-6, IL-8, IL-1beta, and TNF-alpha) were investigated in LPS-stimulated THP-1 and PBMCs. Cell transport had a great impact on cytokine inhibition in the cells. MHPAP was also found to inhibit NF-κB pathway, which was supported by in silico and NF-κB reporter (Luc)-THP-1 data. Also, in LPS-stimulated PBMCs, MHPAP significantly inhibited IL-6, IL-1beta, IL-8, and TNF-alpha, suggesting that MHPAP may be a potent cell-permeable compound to inhibit inflammatory cytokines in monocyte/macrophage-like cells.
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Affiliation(s)
- Jae B Park
- Diet, Genomics, and Immunology Laboratory, US Department of Agriculture, Beltsville, Maryland
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Park JB, Peters R, Novotny JA. Impact of roasting on javamide-I/-II in Arabica and Robusta coffee beans. Food Chem 2023; 412:135586. [PMID: 36739725 DOI: 10.1016/j.foodchem.2023.135586] [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: 05/31/2022] [Revised: 12/21/2022] [Accepted: 01/25/2023] [Indexed: 01/31/2023]
Abstract
Javamide-I/-II are anti-inflammatory compounds found in coffee beans. However, potential effects of roasting on javamide-I/-II in coffee beans are currently unknown. Therefore, in this paper, the effects of roasting on javamide-I/-II were investigated in Arabica and Robusta beans. Coffee beans were roasted light, medium and dark, and the amounts of javamide-I/-II in the beans were quantified by a HPLC method. The data showed the different amounts of javamide-I/-II in the beans; not detected and ≤ 3.1 mg in Arabica beans, and 0.5-3.7 mg and 1.0-13.8 mg in Robusta beans, respectively. Furthermore, the data showed that roasting process significantly reduced the amounts of javamide-I/-II in both Arabica and Robusta beans (p < 0.05). These data were also confirmed by multivariate analyses. Additionally, these differences were validated in light, medium and dark roast coffee products in the market. Altogether, roasting can have a significant impact on javamide-I/-II amounts in coffee beans.
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Affiliation(s)
- Jae B Park
- Diet, Genomics, and Immunology Laboratory, BHNRC, ARS, USDA, Beltsville, MD 20705, USA.
| | - Renee Peters
- Diet, Genomics, and Immunology Laboratory, BHNRC, ARS, USDA, Beltsville, MD 20705, USA
| | - Janet A Novotny
- Food Components and Health Laboratory, BHNRC, ARS, USDA, Beltsville, MD 20705, USA
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Chang SS, Huang HT, Wei WC, Lo IW, Lin YC, Chao CH, Liao GY, Shen YC, Chen JJ, Li TL, Lin LT, Tai CJ, Kuo YH, Liaw CC. Anti-inflammatory effect of euphane- and tirucallane-type triterpenes isolated from the traditional herb Euphorbia neriifolia L. Front Chem 2023; 11:1223335. [PMID: 37426336 PMCID: PMC10326319 DOI: 10.3389/fchem.2023.1223335] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 06/14/2023] [Indexed: 07/11/2023] Open
Abstract
The Euphorbiaceae plant Euphorbia neriifolia L. is distributed widely in India, Thailand, Southeastern China, and Taiwan and used as a carminative and expectorant to treat several inflammation-related diseases, such as gonorrhoea, asthma, and cancer. In the course of our search for potential anti-inflammatory agents from the titled plant, 11 triterpenes from the stem of E. neriifolia were isolated and reported in our previous endeavor. Given its rich abundance in triterpenoids, the ethanolic extract in this follow-up exploration has led to the isolation of additional eight triterpenes, including six new euphanes-neritriterpenols H and J-N (1 and 3-7)-one new tirucallane, neritriterpenol I (2), and a known compound, 11-oxo-kansenonol (8). Their chemical structures were elucidated on the basis of spectroscopic data, including 1D- and 2D NMR, and HRESIMS spectra. The absolute stereochemistry of neritriterpenols was determined by single-crystal X-ray diffraction analysis, ICD spectra, and DP4+ NMR data calculations. Compounds 1-8 were also evaluated for their anti-inflammatory activity by using lipopolysaccharide (LPS)-stimulated IL-6 and TNF-α on RAW 264.7 macrophage cells. Intriguingly, the euphane-type triterpenes (1 and 3-8) showed an inhibitory effect on LPS-induced IL-6 but not on TNF-α, while tirucallane-type triterpene 2 showed strong inhibition on both IL-6 and TNF-α.
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Affiliation(s)
- Stephen S. Chang
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
- Ph.D. Program in Clinical Drug Development of Herbal Medicine, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Hung-Tse Huang
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
| | - Wen-Chi Wei
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
| | - I-Wen Lo
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Yu-Chi Lin
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
| | - Chih-Hua Chao
- Chinese Medicine Research and Development Center, China Medical University Hospital, Taichung, Taiwan
- School of Pharmacy, China Medical University, Taichung, Taiwan
| | - Geng-You Liao
- Institute of Physiology, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yuh-Chiang Shen
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
| | - Jih-Jung Chen
- Department of Pharmacy, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Tsung-Lin Li
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Liang-Tzung Lin
- Department of Microbiology and Immunology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
- Graduate Institute of Medical Sciences, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Chen-Jei Tai
- Ph.D. Program in Clinical Drug Development of Herbal Medicine, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Yao-Haur Kuo
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
- Graduate Institute of Integrated Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Chia-Ching Liaw
- National Research Institute of Chinese Medicine, Ministry of Health and Welfare, Taipei, Taiwan
- Department of Biochemical Science and Technology, National Chiayi University, Chiayi, Taiwan
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Saber FR, Elosaily AH, Mahrous EA, Pecio Ł, Pecio S, El-Amier YA, Korczak M, Piwowarski JP, Świątek Ł, Skalicka-Woźniak K. Detailed metabolite profiling and in vitro studies of Urospermum picroides as a potential functional food. Food Chem 2023; 427:136677. [PMID: 37390739 DOI: 10.1016/j.foodchem.2023.136677] [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: 03/23/2023] [Revised: 06/06/2023] [Accepted: 06/18/2023] [Indexed: 07/02/2023]
Abstract
Wild edible plants (WEP) are part of the Mediterranean culinary culture and can be used as famine foods in times of severe food shortages. Urospermum picroides is a WEP that grows under harsh conditions and represents an opportunity to expand and diversify the global food supply. However, little is known about its chemical profile. In this study, liquid chromatography coupled to HRESIMS allowed the identification of 77 metabolites in U. picroides extract, among which 12 sesquiterpene-amino acid conjugates are reported here for the first time. Due to the novelty of these conjugates, GNPS molecular networking was used to provide information on their fragmentation pathway. Further, the sesquiterpene enriched U. picroides extract showed a moderate anti-inflammatory effect in LPS-stimulated THP1-macrophages by increasing IL-10 secretion while decreasing pro-inflammatory IL-6 secretion at 50 µg/mL. Our study provides evidence for the potential use of U. picroides as an anti-inflammatory functional food and nutraceutical agent.
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Affiliation(s)
- Fatema R Saber
- Pharmacognosy Department, Faculty of Pharmacy, Cairo University, Kasr el-Aini Street, Cairo 11562, Egypt.
| | - Ahmed H Elosaily
- Pharmacognosy Department, Faculty of Pharmacy, Ahram Canadian University, Cairo, Egypt.
| | - Engy A Mahrous
- Pharmacognosy Department, Faculty of Pharmacy, Cairo University, Kasr el-Aini Street, Cairo 11562, Egypt; Pharmacognosy Department, Faculty of Pharmacy, Ahram Canadian University, Cairo, Egypt.
| | - Łukasz Pecio
- Department of Chemistry of Natural Products, Medical University of Lublin, Lublin 20-093, Poland; Department of Biochemistry and Crop Quality, Institute of Soil Science and Plant Cultivation-State Research Institute, Czartoryskich 8, 24-100 Puławy, Poland.
| | - Solomiia Pecio
- Department of Biochemistry and Crop Quality, Institute of Soil Science and Plant Cultivation-State Research Institute, Czartoryskich 8, 24-100 Puławy, Poland.
| | - Yasser A El-Amier
- Botany Department, Faculty of Science, Mansoura University, Mansoura 35516, Egypt.
| | - Maciej Korczak
- Microbiota Lab, Department of Pharmaceutical Biology, Medical University of Warsaw, Warsaw, Poland.
| | - Jakub P Piwowarski
- Microbiota Lab, Department of Pharmaceutical Biology, Medical University of Warsaw, Warsaw, Poland.
| | - Łukasz Świątek
- Department of Virology with Viral Diagnostics Laboratory, Medical University of Lublin, Poland.
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Sawamoto A, Doi K, Amakura Y, Nakanishi M, Okuyama S, Nakajima M. N-Caffeoyltryptophan enhances adipogenic differentiation in preadipocytes and improves glucose tolerance in mice. Biochim Biophys Acta Gen Subj 2023; 1867:130277. [PMID: 36460233 DOI: 10.1016/j.bbagen.2022.130277] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/31/2022] [Accepted: 11/06/2022] [Indexed: 12/02/2022]
Abstract
Coffee consumption has been shown to reduce the risk of developing type 2 diabetes mellitus (T2DM) in humans; however, the exact mechanism is not completely understood. Here, we demonstrate that N-caffeoyltryptophan (CTP), an ingredient of coffee, enhances adipogenic differentiation and promotes glucose uptake into adipocytes. CTP increased lipid accumulation and adipogenic markers (PPARγ, C/EBPα, and FABP4) expression in mouse 3T3-L1 preadipocyte cell lines and primary preadipocytes. In addition, CTP promoted glucose uptake in 3T3-L1 cells. In the oral glucose tolerance test, daily administration of CTP (30 mg/kg/day, i.p.) for a week reduced blood glucose levels in mice. In 3T3-L1 cells, adipogenic differentiation and increased adipogenic markers expression induced by CTP were inhibited by U0126, a selective MEK1/2 inhibitor. Furthermore, mRNA induction of Pparg by CTP was abrogated in SIRT1 siRNA-transfected 3T3-L1 cells. These results suggest the involvement of the MEK/ERK signaling and SIRT1 in the mechanism of adipogenic function of CTP. Taken together, CTP might contribute to the reduction in postprandial glycemia and a subsequent reduction in onset risk for T2DM.
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Affiliation(s)
- Atsushi Sawamoto
- Department of Pharmaceutical Pharmacology, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan
| | - Kiko Doi
- Department of Pharmaceutical Pharmacology, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan
| | - Yoshiaki Amakura
- Department of Pharmacognosy, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan
| | - Masayuki Nakanishi
- Department of Biochemistry, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan
| | - Satoshi Okuyama
- Department of Pharmaceutical Pharmacology, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan
| | - Mitsunari Nakajima
- Department of Pharmaceutical Pharmacology, College of Pharmaceutical Sciences, Matsuyama University, 4-2 Bunkyo-cho, Matsuyama, Ehime 790-8578, Japan.
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Park JB. In Vivo Effects of Coffee Containing Javamide-I/-II on Body Weight, LDL, HDL, Total Cholesterol, Triglycerides, Leptin, Adiponectin, C-Reactive Protein, sE-Selectin, TNF-α, and MCP-1. Curr Dev Nutr 2022; 6:nzab145. [PMID: 35059550 PMCID: PMC8760422 DOI: 10.1093/cdn/nzab145] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 10/18/2021] [Accepted: 11/23/2021] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Diet plays an unequivocal role in the development of obesity. Interestingly, recent studies have demonstrated that coffee products containing javamide-I/-II may be commonly found in the market. However, there is no information about in vivo effects of coffee containing javamide-I/-II (CCJ12) on obesity-related metabolic factors (body weight, LDL, HDL, total cholesterols, triglycerides, adiponectin, and leptin) in nonobese people. OBJECTIVES The objective of this study was to investigate in vivo effects of CCJ12 on these metabolic factors as well as inflammatory/cardiovascular disease risk factors [C-reactive protein (CRP), soluble E-selectin (sE-selectin), TNF-α, monocyte chemoattractant protein-1 (MCP-1)] in a nonobese model. METHODS Sprague-Dawley male rats were fed a complete diet for 20 wk with either drinking water containing CCJ12 [coffee containing javamide-I/-II group (CG), n = 10] or unsupplemented drinking water [water control group (NCG), n = 10]. The amounts of javamide-I/-II in CCJ12 were quantified by HPLC. Water/food consumption and body weight were monitored weekly, and the concentrations of metabolic/inflammatory/cardiovascular disease risk factors were measured by ELISA. RESULTS There was no significant difference in water/food consumption between the NCG and CG during the study. Also, no significant difference was found in average body weights between the groups either. In addition, after 20 wk, both groups did not show any significant difference in plasma LDL, HDL, and total cholesterol concentrations. Likewise, adiponectin and leptin concentrations were not significantly different between the groups. As expected, the 2 groups did not show any significant difference in plasma concentrations of CRP and sE-selectin. Furthermore, there was no significant difference in plasma concentrations of TNF-α and MCP-1 between the groups. CONCLUSIONS The data suggest that CCJ12 may not have significant effects on the metabolic/inflammatory/cardiovascular disease risk factors in the CG, compared with the NCG.
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Affiliation(s)
- Jae B Park
- Diet, Genomics, and Immunology Laboratory, Beltsville Human Nutrition Research Center, USDA Agricultural Research Service, Beltsville, MD, USA
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Park JB. Finding a cell-permeable compound to inhibit inflammatory cytokines: Uptake, biotransformation, and anti-cytokine activity of javamide-I/-II esters. Life Sci 2022; 291:120280. [PMID: 34982964 DOI: 10.1016/j.lfs.2021.120280] [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: 09/16/2021] [Revised: 12/17/2021] [Accepted: 12/26/2021] [Indexed: 11/16/2022]
Abstract
AIM Currently, there is limited information available about cell-permeability and anti-cytokine activity of javamide-I/-II esters in monocyte/macrophage-like cells. Therefore, the aim of this study was to investigate their cell-permeability and anti-cytokine activity in the cells. MATERIALS AND METHODS The uptake of javamide-I/-II and esters was studied in THP-1 cells and PBMCs. Also, kinetic and inhibition studies were conducted using THP-1 cells. Western Blot was performed to determine the level of ATF-2 phosphorylation in THP-1 cells, and ELISA assays were carried out to measure TNF-alpha, MCP-1, IL-1beta and IL-8 levels in PBMCs. KEY FINDINGS In THP-1 cells, the uptake of javamide-I/-II esters was significantly higher than javamide-I/-II (P < 0.001), and the Km for javamide-I ester was 27 μM. Also, the uptake of the esters was inhibited by PepT2 substrate/blocker. In THP-1 cells, javamide-I/-II esters were also biotransformed into javamide-I/-II. Furthermore, javamide-I ester could inhibit ATF-2 phosphorylation better than javamide-I in the cells, suggesting that the ester could be transported inside the cells better than javamide-I. Similarly, javamide-I/-II esters were found to be transported and biotransformed in PBMCs involved in inflammation processes. As anticipated, the esters were found to inhibit TNF-alpha and MCP-1 significantly in PBMCs (P < 0.005). Especially, javamide-I ester inhibited TNF-alpha, MCP-1, IL-1beta and IL-8 with IC50 values of 1.79, 0.88, 0.91 and 2.57 μM in PBMCs. SIGNIFICANCE Javamide-I/-II esters can be transported, biotransformed and inhibit inflammatory cytokines significantly in monocyte/macrophage-like cells, suggesting that they may be utilized as a potent cell-permeable carrier to inhibit inflammatory cytokines in the cells. CHEMICAL COMPOUNDS Javamide-I, javamide-I-O-methyl ester, javamide-II, javamide-II-O-methyl ester, tryptophan, coumaric acid, caffeic acid, GlySar, enalapril.
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Affiliation(s)
- Jae B Park
- USDA, ARS, BHNRC, Diet, Genomics, and Immunology Laboratory, Bldg. 307C, Rm. 131, Beltsville, MD 20705, United States of America.
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Wang T, Gao L, Yang Z, Wang F, Guo Y, Wang B, Hua R, Shang H, Xu J. Restraint Stress in Hypertensive Rats Activates the Intestinal Macrophages and Reduces Intestinal Barrier Accompanied by Intestinal Flora Dysbiosis. J Inflamm Res 2021; 14:1085-1110. [PMID: 33790622 PMCID: PMC8007621 DOI: 10.2147/jir.s294630] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 02/22/2021] [Indexed: 12/14/2022] Open
Abstract
Purpose Hypertension (HTN) is a major risk factor for cardiovascular disease. In recent years, there were numerous studies on the function of stress in HTN. However, the gut dysbiosis linked to hypertension in animal models under stress is still incompletely understood. Purpose of this study is to use multiple determination method to determine the juvenile stage intestinal bacteria, cytokines and changes in hormone levels. Methods Four groups of juvenile male spontaneously hypertensive rats (SHRs) and age-matched male Wistar-Kyoto (WKY) rats were randomly selected as control and experimental groups. Rats in the two stress groups were exposed to restraint stress for 3 hours per day for 7 consecutive days. In one day three times in the method of non-invasive type tail-cuff monitoring blood pressure. The detailed mechanism was illuminated based on the intestinal change using immunohistochemical and immunofluorescence staining and the stress-related hormone and inflammation factors were analyzed via ELISA method. The integrity of the epithelial barrier was assessed using FITC/HRP and the expression levels of proteins associated with the tight junction was detected by Western blot. The alteration of stress-related intestinal flora from ileocecal junction and distal colon were also analyzed using its 16S rDNA sequencing. Results The results indicate that acute stress rapidly increases mean arterial pressure which is positive correlation to hormone concentration, especially in SHR-stress group. Meanwhile, stress promoted the enhancement of epithelial permeability accompanied with a reduced expression of the tight junction-related protein and the macrophages (Mφ) aggregation to the lamina propria. There were remarkable significant increase of stress-related hormones and pro-inflammatory factor interleukin (IL)-6 along with a decrease in the diversity of intestinal flora and an imbalance in the F/B ratio. Conclusion Our results reveal that stress accompanied with HTN could significantly disrupt the domino effect between intestinal flora and homeostasis.
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Affiliation(s)
- Tiantian Wang
- Department of Physiology and Pathophysiology, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Lei Gao
- Department of Biomedical Informatics, School of Biomedical Engineering, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Zejun Yang
- Department of Clinical Medicine, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Feifei Wang
- Department of Clinical Medicine, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Yuexin Guo
- Department of Oral Medicine, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Boya Wang
- Eight Program of Clinical Medicine, Peking University Health Science Center, Beijing, 100081, People's Republic of China
| | - Rongxuan Hua
- Department of Clinical Medicine, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Hongwei Shang
- Experimental Center for Morphological Research Platform, Capital Medical University, Beijing, 100069, People's Republic of China
| | - Jingdong Xu
- Department of Physiology and Pathophysiology, Basic Medical College, Capital Medical University, Beijing, 100069, People's Republic of China
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