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Pan X, Luo J, Zhu R, Peng J, Jin Y, Zhang L, Pei J. Transcriptomics-based identification of biomarkers associated with mast cell activation during ischemia-reperfusion injury in kidney transplantation. Transpl Immunol 2025; 90:102224. [PMID: 40147738 DOI: 10.1016/j.trim.2025.102224] [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: 11/22/2024] [Revised: 03/22/2025] [Accepted: 03/24/2025] [Indexed: 03/29/2025]
Abstract
BACKGROUND Ischemia-reperfusion injury (IRI) in kidney transplantation can delay graft function recovery and increase the risk of rejection. Mast cell activation releases various bioactive mediators that exacerbate renal IRI. Assessing mast cell activation may be crucial for managing IRI after kidney transplantation. METHODS We analyzed the dataset GSE43974 from the Gene Expression Omnibus (GEO) to evaluate immune cell infiltration during the IRI phase of kidney transplantation using the CIBERSORT algorithm. Weighted gene co-expression network analysis (WGCNA) was performed to identify genes most strongly correlated with mast cell activation. Hub genes were identified using protein-protein interaction (PPI) network analysis and machine learning algorithms. Model accuracy for identifying hub genes was assessed using receiver operating characteristic (ROC) curve calibration. Clinical utility was evaluated through decision curve analysis (DCA). Correlation analysis was conducted to explore associations between the selected hub genes and immune cell infiltration. Additionally, a hub gene-miRNA regulatory network was constructed. RESULTS Mast cell activation exhibited the most significant variation among graft-infiltrating immune cells during IRI. WGCNA identified 115 genes closely associated with mast cell activation, from which three hub genes-JUN, MYC, and ALDH2-were selected using a PPI network and machine learning approach. A diagnostic model based on these three genes demonstrated high accuracy, as validated by the Hosmer-Lemeshow test (P = 0.980) and an area under the ROC curve (AUC) of 1. DCA indicated that these hub genes had strong clinical decision-making relevance, while correlation analysis confirmed their associations with multiple immune cell types. Finally, a hub gene-miRNA network provided a theoretical framework for the regulatory mechanisms of the three genes. CONCLUSION JUN, MYC, and ALDH2 may serve as biomarkers of mast cell activation during IRI in kidney transplantation. Further studies are warranted to explore their potential in mitigating IRI.
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Affiliation(s)
- Xingyu Pan
- Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi 563100, China; Nursing School of Zunyi Medical University, Zunyi 563100, China
| | - Jin Luo
- Department of Pediatric Surgery, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen 361005, China
| | - Rong Zhu
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Jinpu Peng
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China
| | - Yuhan Jin
- Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi 563100, China; Nursing School of Zunyi Medical University, Zunyi 563100, China
| | - Li Zhang
- Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi 563100, China; Nursing School of Zunyi Medical University, Zunyi 563100, China.
| | - Jun Pei
- Department of Pediatric surgrey, Guizhou Provincial People's Hospital, Guiyang 550002, China.
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Gagnani R, Singh H, Suri M, Bali A. JNK inhibition mitigates sepsis-associated encephalopathy via attenuation of neuroinflammation, oxidative stress and apoptosis. Metab Brain Dis 2025; 40:148. [PMID: 40080264 DOI: 10.1007/s11011-025-01563-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 02/28/2025] [Indexed: 03/15/2025]
Abstract
Sepsis-associated encephalopathy (SAE) is a severe complication of sepsis, leading to cognitive dysfunction and neuronal damage. C-Jun N-terminal kinases (JNKs), a subset of the MAP kinase family, have attracted substantial interest for their role in cellular events during sepsis conditions. Previous investigations have established the involvement of JNK signaling against memory impairment and abnormal synaptic plasticity. However, the present study is the first to investigate the effects of JNK inhibition in sepsis-associated cerebral injury and cognitive impairments. This study investigated the neuroprotective effects of SP600125, a selective JNK inhibitor, in cecal ligation and puncture (CLP) mouse model of sepsis. CLP-induced sepsis resulted in significant cognitive impairments, as assessed by the open field test, inhibitory avoidance test, morris water maze, and novel object recognition test. Additionally, septic mice exhibited increased serum levels of neuronal injury markers (S100B and NSE), pro-inflammatory cytokines (TNF-α and IL-1β), and oxidative stress markers (MDA), along with decreased antioxidant levels (GSH, SOD, and CAT). Histological analysis revealed neuronal pyknosis, degeneration, and loss of Nissl bodies in the cortex and hippocampus of septic mice. Furthermore, sepsis-induced blood-brain barrier dysfunction was evident from increased cerebral edema. Treatment with SP600125 (10, 30, and 50 mg/kg) significantly attenuated CLP-induced cognitive deficits, neuronal injury, neuroinflammation, oxidative stress, and apoptosis in a dose-dependent manner. The present study provides preliminary evidence that JNK inhibition by SP600125 exerts neuroprotective effects against sepsis-induced encephalopathy in vivo via suppression of neuroinflammation, oxidative stress, and apoptosis.
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Affiliation(s)
- Riya Gagnani
- Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Harshita Singh
- Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Manisha Suri
- Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Anjana Bali
- Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India.
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Gagnani R, Srivastava M, Suri M, Singh H, Shanker Navik U, Bali A. A focus on c-Jun-N-terminal kinase signaling in sepsis-associated multiple organ dysfunction: Mechanisms and therapeutic strategies. Int Immunopharmacol 2024; 143:113552. [PMID: 39536486 DOI: 10.1016/j.intimp.2024.113552] [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: 07/31/2024] [Revised: 09/19/2024] [Accepted: 10/30/2024] [Indexed: 11/16/2024]
Abstract
Sepsis is a life-threatening condition characterized by a widespread inflammatory response to infection, inevitably leading to multiple organ dysfunctions. Extensive research, both in vivo and in vitro, has revealed key factors contributing to sepsis, such as apoptosis, inflammation, cytokine release, oxidative stress, and systemic stress. The changes observed during sepsis-induced conditions are mainly attributed to altered signal transduction pathways, which play a critical role in cell proliferation, migration, and apoptosis. C-Jun N-terminal kinases, JNKs, and serine/threonine protein kinases in the mitogen-activated super family have gained considerable interest for their contribution to cellular events under sepsis conditions. JNK1 and JNK2 are present in various tissues like the lungs, liver, and intestine, while JNK3 is found in neurons. The JNK pathway plays a crucial role in the signal transduction of cytokines related to sepsis development, notably TNF-α and IL-1β. Activated JNK leads to apoptosis, causing tissue damage and organ dysfunction. Further, JNK activation is significant in several inflammatory conditions. Pharmacologically inhibiting JNK has been shown to prevent sepsis-associated damage across multiple organs, including the lungs, liver, intestines, heart, and kidneys. Multiple signaling pathways have been implicated in sepsis, including JNK/c-Myc, Mst1-JNK, MKK4-JNK, JNK-dependent autophagy, and Sirt1/FoxO3a. The review examines the role of JNK signaling in the development of sepsis-induced multiple-organ dysfunction through specific mechanisms. It also discusses different therapeutic approaches to target JNK. This review emphasizes the potential of JNKs as targets for the development of therapeutic agents for sepsis and the associated specific organ damage.
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Affiliation(s)
- Riya Gagnani
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India.
| | - Mukul Srivastava
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Manisha Suri
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Harshita Singh
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Uma Shanker Navik
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India
| | - Anjana Bali
- Laboratory of Neuroendocrinology, Department of Pharmacology, Central University of Punjab, Ghudda, Bathinda, India.
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Kang H, Choi Y, Kim H, Kim H, Jeong H. Sambou Bamboo salt™ down-regulates the expression levels of angiotensin-converting enzyme 2 in activated human mast cells. Food Sci Biotechnol 2024; 33:1697-1705. [PMID: 38623440 PMCID: PMC11016022 DOI: 10.1007/s10068-023-01438-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/22/2023] [Accepted: 09/15/2023] [Indexed: 04/17/2024] Open
Abstract
Mast cells have a detrimental impact on coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Sambou Bamboo salt™ (BS) suppresses mast cell-mediated inflammatory response and enhances immunity. In this study, we investigated the regulatory effects of BS on expression of angiotensin-converting enzyme 2 (ACE2) and transmembrane protease/serine subfamily member 2 (TMPRSS2) in human mast cell line (HMC)-1 cells. BS resulted in significant reductions in expression levels of ACE2 and TMPRSS2 in activated HMC-1 cells. Levels of tryptase were reduced by BS. In addition, BS blocked activation of activator protein 1 (AP-1), c-Jun NH2-terminal kinases (JNK), p38, and phosphatidylinositide-3-kinase (PI3K) in activated HMC-1 cells. Therefore, these results show that BS reduces levels of ACE2, TMPRSS2, and tryptase by inhibiting AP-1/JNK/p38/PI3K signaling pathways in mast cells. These findings can serve as valuable foundational data for the development of therapeutic agents aimed at preventing SARS-CoV-2 infection.
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Affiliation(s)
- Ho‑Geun Kang
- Department of Bio-Convergence System, Graduate School, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
| | - Yu‑Jin Choi
- Department of Food Science & Technology, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
| | - Hee‑Yun Kim
- BioChip Research Center, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
| | - Hyung‑Min Kim
- Department of Science in Korean Medicine, Kyung Hee University, Seoul, 02447 Korea
| | - Hyun‑Ja Jeong
- Department of Bio-Convergence System, Graduate School, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
- Department of Food Science & Technology, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
- BioChip Research Center, Hoseo University, 20 Hoseo-Ro, 79 Beon-Gil, Baebang-Eup, Asan, 31499 Republic of Korea
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Kim HY, Jeong KM, Kim SH, Choi YJ, Kang HG, Jung H, Min K, Kim HM, Jeong HJ. Modulating effect of Eunkyo-san on expression of inflammatory cytokines and angiotensin-converting enzyme 2 in human mast cells. In Vitro Cell Dev Biol Anim 2024; 60:195-208. [PMID: 38228999 DOI: 10.1007/s11626-024-00847-w] [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: 08/16/2023] [Accepted: 12/19/2023] [Indexed: 01/18/2024]
Abstract
Eunkyo-san is widely used in the treatment of severe respiratory infections. Mast cells not only serve as host cells for the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), but also they also exacerbate Coronavirus disease in 2019 (COVID-19) by causing a cytokine storm. Here we investigated whether Eunkyo-san and its active compound naringenin regulate the expression of inflammatory cytokines and factors connected to viral infection in activated human mast cell line, HMC-1 cells. Eunkyo-san and naringenin significantly reduced levels of inflammatory cytokines including interleukin (IL)-1β, IL-6, IL-8, thymic stromal lymphopoietin, and tumor necrosis factor-α without impacting cytotoxicity. Eunkyo-san and naringenin reduced levels of factors connected to SARS-CoV-2 infection such as angiotensin-converting enzyme 2 (ACE2, SARS-CoV-2 receptor), transmembrane protease/serine subfamily member 2, and tryptase in activated HMC-1 cells. Treatment with Eunkyo-san and naringenin considerably reduced expression levels of ACE2 transcription factor, AP-1 (C-JUN and C-FOS) by blocking phosphatidylinositide-3-kinase and c-Jun NH2-terminal kinases signaling pathways. In addition, Eunkyo-san and naringenin effectively suppressed activation of signal transducer and activator of transcription 3, nuclear translocation of nuclear factor-κB, and activation of caspase-1 in activated HMC-1 cells. Furthermore, Eunkyo-san and naringenin reduced expression of ACE2 mRNA in two activated mast cell lines, RBL-2H3 and IC-2 cells. The overall study findings showed that Eunkyo-san diminished the expression levels of inflammatory cytokines and ACE2, and these findings imply that Eunkyo-san is able to effectively mitigating the cytokine storm brought on by SARS-CoV-2 infection.
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Affiliation(s)
- Hee-Yun Kim
- Biochip Research Center, Hoseo University, Asan, 31499, Republic of Korea
| | - Kyung-Min Jeong
- Division of Food and Pharmaceutical Engineering, Hoseo University, Asan, 31499, Republic of Korea
| | - Seung-Hwan Kim
- Division of Food and Pharmaceutical Engineering, Hoseo University, Asan, 31499, Republic of Korea
| | - Yu-Jin Choi
- Division of Food and Pharmaceutical Engineering, Hoseo University, Asan, 31499, Republic of Korea
| | - Ho-Geun Kang
- Department of Bio-Convergence System, Graduate School, Hoseo University, Asan, 31499, Republic of Korea
| | - Hanchul Jung
- Department of Science in Korean Medicine, Graduate School, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Kyunghwon Min
- Department of Science in Korean Medicine, Graduate School, Kyung Hee University, Seoul, 02447, Republic of Korea
| | - Hyung-Min Kim
- Department of Science in Korean Medicine, Graduate School, Kyung Hee University, Seoul, 02447, Republic of Korea.
| | - Hyun-Ja Jeong
- Biochip Research Center, Hoseo University, Asan, 31499, Republic of Korea.
- Division of Food and Pharmaceutical Engineering, Hoseo University, Asan, 31499, Republic of Korea.
- Department of Bio-Convergence System, Graduate School, Hoseo University, Asan, 31499, Republic of Korea.
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Kim HY, Kang HG, Kim HM, Jeong HJ. Expression of SARS-CoV-2 receptor angiotensin-converting enzyme 2 by activating protein-1 in human mast cells. Cell Immunol 2023; 386:104705. [PMID: 36898276 PMCID: PMC9985914 DOI: 10.1016/j.cellimm.2023.104705] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 03/07/2023]
Abstract
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection activates mast cells and induces a cytokine storm, leading to severe Coronavirus disease in 2019 (COVID-19). SARS-CoV-2 employs angiotensin-converting enzyme 2 (ACE2) for cell entry. In the present study, the expression of ACE2 and its mechanism in activated mast cells were studied utilizing the human mast cell line, HMC-1 cells and it was elucidated whether dexamethasone used as a treatment for COVID-19 could regulate ACE2 expression. Here we documented for the first time that levels of ACE2 were increased by stimulation of phorbol 12-myristate 13-acetate and A23187 (PMACI) in HMC-1 cells. Increased levels of ACE2 were significantly diminished by treatment with Wortmannin, SP600125, SB203580, PD98059, or SR11302. The expression of ACE2 was most significantly reduced by the activating protein (AP)-1 inhibitor SR11302. PMACI stimulation enhanced the expression of the transcription factor AP-1 for ACE2. In addition, levels of transmembrane protease/serine subfamily member 2 (TMPRSS2) and tryptase were increased in PMACI-stimulated HMC-1 cells. However, dexamethasone significantly lowered levels of ACE2, TMPRSS2, and tryptase generated by PMACI. Treatment with dexamethasone also reduced activation of signaling molecules linked to ACE2 expression. According to these findings, levels of ACE2 were up-regulated through activation of AP-1 in mast cells, suggesting that suppressing ACE2 levels in mast cells would be a therapeutic approach to lessen the harm caused by COVID-19.
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Affiliation(s)
- Hee-Yun Kim
- Biochip Research Center, Hoseo University, Asan 31499, Republic of Korea
| | - Ho-Geun Kang
- Department of Bio-Convergence System, Graduate School, Hoseo University, Asan 31499, Republic of Korea
| | - Hyung-Min Kim
- Department of Pharmacology, College of Korean Medicine, Kyung Hee University, Seoul 130-701, Republic of Korea.
| | - Hyun-Ja Jeong
- Biochip Research Center, Hoseo University, Asan 31499, Republic of Korea; Department of Bio-Convergence System, Graduate School, Hoseo University, Asan 31499, Republic of Korea.
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