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      Applying Complex Network and Cell-Cell Communication Network Diagram Methods to Explore the Key Cytokines and Immune Cells in Local Acupoint Involved in Acupuncture Treating Inflammatory Pain

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          Abstract

          Manual acupuncture (MA) can effectively treat a variety of diseases, but its specific mechanism remains unclear. The “acupoint network” activated by MA participates in MA signal transduction, in which immune-related cells and cytokines play an important role. However, which cells and cytokines in the acupoint have changed after MA? What is the network relationship between them? Which cells and cytokines may play the most important role in MA effect? These problems are unclear. In this study, on the basis of affirming the analgesic, detumescence, and anti-inflammatory effect of MA, the concentration of 24 cytokines in ST36 acupoint in rats with inflammatory pain after MA treatment was detected by multiplex immunoassay technology. Then, using statistical and complex network and cell-cell communication (CCC) network diagram method to analyze the detected data depicts the network relationship between the cytokines and related cells objectively and establishes cytokine connection network and CCC network, respectively. The results showed that MA reinforced communication intensity between cells while reducing the overall correlation intensity. On this basis, the key cytokines and key cells at three MA time-points were screened out, cytokines IL-6, MCP-1, fibroblasts cell, and monocyte macrophage screened by the three methods at three MA time-points might be the key cytokines or key cells. After that, we detected the macrophages in ST36 acupoint by flow cytometry and immunofluorescence and found that the relative amount of macrophages increased significantly after MA, especially the macrophage of the dermis of skin. This study provided a basis for revealing the initiated mechanism of MA effect.

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          Most cited references19

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          A guide to chemokines and their receptors

          The chemokines (or chemotactic cytokines) are a large family of small, secreted proteins that signal through cell surface G protein‐coupled heptahelical chemokine receptors. They are best known for their ability to stimulate the migration of cells, most notably white blood cells (leukocytes). Consequently, chemokines play a central role in the development and homeostasis of the immune system, and are involved in all protective or destructive immune and inflammatory responses. Classically viewed as inducers of directed chemotactic migration, it is now clear that chemokines can stimulate a variety of other types of directed and undirected migratory behavior, such as haptotaxis, chemokinesis, and haptokinesis, in addition to inducing cell arrest or adhesion. However, chemokine receptors on leukocytes can do more than just direct migration, and these molecules can also be expressed on, and regulate the biology of, many nonleukocytic cell types. Chemokines are profoundly affected by post‐translational modification, by interaction with the extracellular matrix (ECM), and by binding to heptahelical ‘atypical’ chemokine receptors that regulate chemokine localization and abundance. This guide gives a broad overview of the chemokine and chemokine receptor families; summarizes the complex physical interactions that occur in the chemokine network; and, using specific examples, discusses general principles of chemokine function, focusing particularly on their ability to direct leukocyte migration.
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            Complete Freunds adjuvant-induced peripheral inflammation evokes glial activation and proinflammatory cytokine expression in the CNS.

            Peripheral inflammation induces central sensitization characterized by the development of allodynia and hyperalgesia to mechanical and thermal stimuli. Recent evidence suggests that activation of glial cells and a subsequent increase in proinflammatory cytokines contribute to the development of behavioral hypersensitivity after nerve injury or peripheral inflammation. In the present study, we examined mRNA and protein expression of glial markers and proinflammatory cytokines at the lumbar spinal cord, brainstem and forebrain following intraplantar administration of complete Freunds adjuvant (CFA) in rats. Gene expression studied by real-time reverse transcriptase-polymerase chain reaction (RT-PCR) for microglial markers (Mac-1, TLR4 and CD14) showed a significant increase in their expression during all phases (acute, subacute and chronic) of inflammation. Conversely, up-regulation of astroglial markers [glial fibrillary acidic protein (GFAP) and S100B] was observed only at the subacute and chronic phases of inflammation. Increased immunoreactivity for OX-42 (CR3/CD11b) and GFAP at various brain regions was also observed after the acute and subacute phases of the inflammation, respectively. Quantification of proinflammatory cytokines (IL-1beta, IL-6 and TNF-alpha) at the mRNA (by real-time RT-PCR) and protein level (by ELISA) revealed enhanced expression during the acute, subacute and chronic phases of CFA-induced peripheral inflammation. This study demonstrates that CFA-induced peripheral inflammation induces robust glial activation and proinflammatory cytokines both spinally and supraspinally. In addition, similar to nerve injury-induced behavioral hypersensitivity microglial activation preceded astrocytic activation following CFA-induced peripheral inflammation, supporting a role of microglia in the initiation phase and astrocytes in maintaining hypersensitivity. These findings further support a unifying theory that glial activation and enhanced cytokine expression at the CNS have a role in eliciting behavioral hypersensitivity.
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              Probing the Effects and Mechanisms of Electroacupuncture at Ipsilateral or Contralateral ST36–ST37 Acupoints on CFA-induced Inflammatory Pain

              Transient receptor potential vanilloid 1 (TRPV1) and associated signaling pathways have been reported to be increased in inflammatory pain signaling. There are accumulating evidences surrounding the therapeutic effect of electroacupuncture (EA). EA can reliably attenuate the increase of TRPV1 in mouse inflammatory pain models with unclear signaling mechanisms. Moreover, the difference in the clinical therapeutic effects between using the contralateral and ipsilateral acupoints has been rarely studied. We found that inflammatory pain, which was induced by injecting the complete Freund’s adjuvant (CFA), (2.14 ± 0.1, p < 0.05, n = 8) can be alleviated after EA treatment at either ipsilateral (3.91 ± 0.21, p < 0.05, n = 8) or contralateral acupoints (3.79 ± 0.25, p < 0.05, n = 8). EA may also reduce nociceptive Nav sodium currents in dorsal root ganglion (DRG) neurons. The expression of TRPV1 and associated signaling pathways notably increased after the CFA injection; this expression can be further attenuated significantly in EA treatment. TRPV1 and associated signaling pathways can be prevented in TRPV1 knockout mice, suggesting that TRPV1 knockout mice are resistant to inflammatory pain. Through this study, we have increased the understanding of the mechanism that both ipsilateral and contralateral EA might alter TRPV1 and associated signaling pathways to reduce inflammatory pain.
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                Author and article information

                Contributors
                Journal
                Evid Based Complement Alternat Med
                Evid Based Complement Alternat Med
                ECAM
                Evidence-based Complementary and Alternative Medicine : eCAM
                Hindawi
                1741-427X
                1741-4288
                2020
                29 July 2020
                29 July 2020
                : 2020
                : 2585960
                Affiliations
                1Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin 300072, China
                2Research Center of Experimental Acupuncture Science, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
                3Department of Acupuncture and Physical Therapy, Tianjin Nankai Hospital, Tianjin 300100, China
                4Acupuncture Department, Zhejiang Provincial Hospital of TCM, Hangzhou, Zhejiang 310006, China
                5Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, Jiangsu 210093, China
                6School of Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 301617, China
                7Tianjin Key Laboratory of Food Biotechnology, Faculty of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin 300134, China
                8School of Electrical Engineering and Automation, Tianjin University, Tianjin 300072, China
                Author notes

                Guest Editor: Xiangguo Shi

                Author information
                https://orcid.org/0000-0002-9955-0971
                https://orcid.org/0000-0002-0576-163X
                https://orcid.org/0000-0002-3767-2658
                https://orcid.org/0000-0002-4961-3073
                https://orcid.org/0000-0001-9784-9921
                Article
                10.1155/2020/2585960
                7411476
                32802117
                10a0a82b-592d-4300-99ad-1b6433c92b05
                Copyright © 2020 Kuo Zhang et al.

                This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 19 March 2020
                : 27 April 2020
                Funding
                Funded by: National Natural Science Foundation of China
                Award ID: 81873369
                Award ID: 81873368
                Award ID: 81330088
                Award ID: 81303025
                Funded by: China Postdoctoral Science Foundation
                Award ID: 2019M651044
                Categories
                Research Article

                Complementary & Alternative medicine
                Complementary & Alternative medicine

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