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Zhang C, Lei D, Zhou Y, Zhong T, Li X, Ai W, Zheng B, Liu J, Piao Y, Yan Z, Lai Z. Identifying a baicalein-related prognostic signature contributes to prognosis prediction and tumor microenvironment of pancreatic cancer. Front Immunol 2023; 14:1223650. [PMID: 37575248 PMCID: PMC10416623 DOI: 10.3389/fimmu.2023.1223650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 07/12/2023] [Indexed: 08/15/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the most malignant and lethal human cancers in the world due to its high metastatic potential, and patients with PDAC have a poor prognosis, yet quite little is understood regarding the underlying biological mechanisms of its high metastatic capacity. Baicalein has a dramatic anti-tumor function in the treatment of different types of cancer. However, the therapeutic effects of baicalein on human PDAC and its mechanisms of action have not been extensively understood. In order to explore the biological characteristic, molecular mechanisms, and potential clinical value of baicalein in inhibiting the metastatic capacity of PDAC. We performed several in vitro, in vivo, and in silico studies. We first examined the potential regulation of baicalein in the metastatic capacity of PDAC cells. We showed that baicalein could dramatically suppress liver metastasis of PDAC cells with highly metastatic potential in mice model. The high-throughput sequencing analysis was employed to explore the biological roles of baicalein in PDAC cells. We found that baicalein might be involved in the infiltration of Cancer-Associated Fibroblasts (CAF) in PDAC. Moreover, a baicalein-related risk model and a lncRNA-related model were built by Cox analysis according to the data set of PDAC from TCGA database which suggested a clinical value of baicalein. Finally, we revealed a potential downstream target of baicalein in PDAC, we proposed that baicalein might contribute to the infiltration of CAF via FGFBP1. Thus, we uncovered a novel role for baicalein in regulation of PDAC liver metastasis that may contribute to its anti-cancer effect. We proposed that baicalein might suppress PDAC liver metastasis via regulation of FGFBP1-mediated CAF infiltration. Our results provide a new perspective on clinical utility of baicalein and open new avenues for the inhibition of liver-metastasis of PDAC.
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Affiliation(s)
- Citing Zhang
- Department of Pharmacy, Shenzhen University General Hospital, Shenzhen University Clinical Medical Academy, Shenzhen University, Shenzhen, Guangdong, China
| | - Defeng Lei
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Yan Zhou
- Department of Obstetrics & Carson International Cancer Research Center, Shenzhen University General Hospital and Shenzhen University Clinical Medical Academy, Shenzhen, Guangdong, China
| | - Tongning Zhong
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Xuefei Li
- College of Stomatology, Dalian Medical University, Dalian, Liaoning, China
| | - Weipeng Ai
- Department of Pharmacy, Shenzhen University General Hospital, Shenzhen University Clinical Medical Academy, Shenzhen University, Shenzhen, Guangdong, China
| | - Biao Zheng
- Department of Surgery, The First Dongguan Affiliated Hospital, Guangdong Medical University. Dongguan, Guangdong, China
| | - Jikui Liu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Yicui Piao
- Department of Critical Care Medicine, National Cancer Center, Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Guangdong, China
| | - Zilong Yan
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Zhengquan Lai
- Department of Pharmacy, Shenzhen University General Hospital, Shenzhen University Clinical Medical Academy, Shenzhen University, Shenzhen, Guangdong, China
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2
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Involvement of angiogenesis in cancer-associated acinar-to-ductal metaplasia lesion of pancreatic cancer invasive front. J Cancer Res Clin Oncol 2023:10.1007/s00432-022-04554-5. [PMID: 36592214 DOI: 10.1007/s00432-022-04554-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 12/21/2022] [Indexed: 01/03/2023]
Abstract
PURPOSE This study aimed to demonstrate the involvement of angiogenesis in cancer-associated acinar-to-ductal metaplasia (CA-ADM) lesion of invasive front pancreatic ductal adenocarcinoma (PDAC) and investigate the possible mechanism. METHODS Tissue samples from 128 patients with PDAC and 36 LSL-KrasG12D/+; LSL-Trp53R172H/+; Pdx-1-Cre mice were analyzed. Immunohistochemical assay was performed using HE, anti-CK19 and anti-amylase to confirm the presence of CA-ADM lesions, using anti-CD34 and anti-CD31 to measure microvessel density (MVD), and using anti-CD68, anti-CD163, anti-iNOS, or anti-MMP9 to evaluate the immune microenvironment. We performed multiplex immunohistochemical assay to detect the co-expression of MMP9 and CD68 on macrophage. We examined clinical outcomes and other clinicopathological factors to determine the significance of high-level MVD of CA-ADM on survival and liver metastasis. We performed tube formation assay to evaluate the effect of macrophage on angiogenic capacity in vitro. RESULTS Angiogenesis was significantly abundant in CA-ADM lesions compared with that in PDAC lesions in human and mouse tissues. High-level MVD in CA-ADM lesions was an independent predictor of poor prognosis (P = 0.0047) and the recurrence of liver metastasis (P = 0.0027). More CD68-positive and CD163-positive macrophages were detected in CA-ADM lesions than in PDAC. The percentage of CD68-positive macrophages was positively correlated with MVD in CA-ADM lesions. Multiplex-immunostaining revealed that MMP9 was expressed in CD68-positive macrophages of CA-ADM lesions. In CA-ADM lesions, the percentage of macrophages was positively correlated with MMP9 expression, which positively correlated with microvessel density. CONCLUSION CA-ADM related angiogenesis is a promising predictive marker for poor prognosis of PDAC and may provide an attractive therapeutic target for PDAC.
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Amit M, Xie T, Gleber-Netto FO, Hunt PJ, Mehta GU, Bell D, Silverman DA, Yaman I, Ye Y, Burks JK, Fuller GN, Gidley PW, Nader ME, Raza SM, DeMonte F. Distinct immune signature predicts progression of vestibular schwannoma and unveils a possible viral etiology. J Exp Clin Cancer Res 2022; 41:292. [PMID: 36195959 PMCID: PMC9531347 DOI: 10.1186/s13046-022-02473-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 08/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The management of sub-totally resected sporadic vestibular schwannoma (VS) may include observation, re-resection or irradiation. Identifying the optimal choice can be difficult due to the disease's variable progression rate. We aimed to define an immune signature and associated transcriptomic fingerprint characteristic of rapidly-progressing VS to elucidate the underpinnings of rapidly progressing VS and identify a prognostic model for determining rate of progression. METHODS We used multiplex immunofluorescence to characterize the immune microenvironment in 17 patients with sporadic VS treated with subtotal surgical resection alone. Transcriptomic analysis revealed differentially-expressed genes and dysregulated pathways when comparing rapidly-progressing VS to slowly or non-progressing VS. RESULTS Rapidly progressing VS was distinctly enriched in CD4+, CD8+, CD20+, and CD68+ immune cells. RNA data indicated the upregulation of anti-viral innate immune response and T-cell senescence. K - Top Scoring Pair analysis identified 6 pairs of immunosenescence-related genes (CD38-KDR, CD22-STAT5A, APCS-CXCR6, MADCAM1-MPL, IL6-NFATC3, and CXCL2-TLR6) that had high sensitivity (100%) and specificity (78%) for identifying rapid VS progression. CONCLUSION Rapid progression of residual vestibular schwannoma following subtotal surgical resection has an underlying immune etiology that may be virally originating; and despite an abundant adaptive immune response, T-cell immunosenescence may be associated with rapid progression of VS. These findings provide a rationale for clinical trials evaluating immunotherapy in patients with rapidly progressing VS.
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Affiliation(s)
- Moran Amit
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Tongxin Xie
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Frederico O. Gleber-Netto
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Patrick J. Hunt
- grid.39382.330000 0001 2160 926XMedical Scientist Training Program, Baylor College of Medicine, Houston, TX USA ,grid.240145.60000 0001 2291 4776Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gautam U. Mehta
- grid.240145.60000 0001 2291 4776Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA ,grid.417670.30000 0001 0357 1050Division of Neurosurgery, House Ear Institute, Los Angeles, CA USA
| | - Diana Bell
- grid.410425.60000 0004 0421 8357Anatomic Pathology, Head and Neck Disease Alignment Team, City of Hope Comprehensive Cancer Center, Duarte, CA USA ,grid.240145.60000 0001 2291 4776Department of Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX USA
| | - Deborah A. Silverman
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA ,grid.240145.60000 0001 2291 4776Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Ismail Yaman
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Yi Ye
- grid.137628.90000 0004 1936 8753Bluestone Center for Clinical Research, New York University College of Dentistry, New York, NY USA ,grid.137628.90000 0004 1936 8753Department of Oral Maxillofacial Surgery, New York University College of Dentistry, New York, NY USA ,grid.137628.90000 0004 1936 8753Department of Molecular Pathobiology, New York University College of Dentistry, New York, NY USA
| | - Jared K. Burks
- grid.240145.60000 0001 2291 4776Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Gregory N. Fuller
- grid.240145.60000 0001 2291 4776Department of Pathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX USA ,grid.240145.60000 0001 2291 4776Brain Tumor Center, The University of Texas M.D. Anderson Cancer Center, Houston, TX USA
| | - Paul W. Gidley
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Marc-Elie Nader
- grid.240145.60000 0001 2291 4776Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Shaan M. Raza
- grid.240145.60000 0001 2291 4776Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Franco DeMonte
- grid.240145.60000 0001 2291 4776Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX USA
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Yan Z, Da Q, Li Z, Lin Q, Yi J, Su Y, Yu G, Ren Q, Liu X, Lin Z, Qu J, Yin W, Liu J. Inhibition of NEK7 Suppressed Hepatocellular Carcinoma Progression by Mediating Cancer Cell Pyroptosis. Front Oncol 2022; 12:812655. [PMID: 35223495 PMCID: PMC8866693 DOI: 10.3389/fonc.2022.812655] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 01/07/2022] [Indexed: 02/05/2023] Open
Abstract
NIMA-related kinase 7 (NEK7) is a serine/threonine kinase involved in cell cycle progression via mitotic spindle formation and cytokinesis. It has been related to multiple cancers, including breast cancer, hepatocellular cancer, lung cancer, and colorectal cancer. Moreover, NEK7 regulated the NLRP3 inflammasome to activate Caspase-1, resulting in cell pyroptosis. In the present study, we investigated whether NEK7 is involved in cell pyroptosis of hepatocellular carcinoma (HCC). Interestingly, we found that NEK7 was significantly related to expression of pyroptosis marker GSDMD in HCC. We found that NEK7 expression was significantly correlated with GSDMD expression in bioinformatics analysis, and NEK7 expression was significantly co-expressed with GSDMD in our HCC specimens. Cell viability, migration, and invasion capacity of HCC cell lines were inhibited, and the tumor growth in the xenograft mouse model was also suppressed following knockdown of NEK7 expression. Mechanistic studies revealed that knockdown of NEK7 in HCC cells significantly upregulated the expression of pyroptosis markers such as NLRP3, Caspase-1, and GSDMD. Coculture of HCC cells stimulated hepatic stellate cell activation by increasing p-ERK1/2 and α-SMA. Knockdown of NEK7 impaired the stimulation of HCC cells. Therefore, downregulation of NEK7 inhibited cancer–stromal interaction by triggering cancer cell pyroptosis. Taken together, this study highlights the functional role of NEK7-regulated pyroptosis in tumor progression and cancer–stromal interaction of HCC, suggesting NEK7 as a potential target for a new therapeutic strategy of HCC treatment.
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Affiliation(s)
- Zilong Yan
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China.,Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qingen Da
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China.,Department of Cardiovascular Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China
| | - Zhangfu Li
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China.,Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qirui Lin
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jing Yi
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yanze Su
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Guanyin Yu
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qingqi Ren
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Xu Liu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zewei Lin
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jianhua Qu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Weihua Yin
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jikui Liu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
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5
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Wang D, Xiong F, Wu G, Liu W, Wang B, Chen Y. MiR-155-5p suppresses SOX1 to promote proliferation of cholangiocarcinoma via RAF/MEK/ERK pathway. Cancer Cell Int 2021; 21:656. [PMID: 34876142 PMCID: PMC8650398 DOI: 10.1186/s12935-021-02374-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 11/29/2021] [Indexed: 11/21/2022] Open
Abstract
Background Accumulating evidence has demonstrated the close relation of SOX1 with tumorigenesis and tumor progression. Upregulation of SOX1 was recently shown to suppress growth of human cancers. However, the expression and role of SOX1 in cholangiocarcinoma (CCA) is not well characterized. Methods Expression levels of SOX1 in CCA tissues and normal bile duct tissues were examined using public GEO database. Western blot and immunohistochemistry were used to confirm the expression levels. Cell proliferation assay (CCK-8) and colony formation assay were performed to assess proliferation of CCA cells. A mouse model of subcutaneous transplantable tumors was used to evaluated proliferation of CCA in vivo. The putative regulating factor of SOX1 were determined using Targetscan and dual-luciferase reporter assay. Results SOX1 was downregulated in CCA tissues. Overexpression of SOX1 significantly inhibited cell proliferation in vitro and suppressed tumor growth in vivo. miR-155-5p directly targeted the 3′-untranslated region (3′UTR) of SOX1 and inhibited expression of SOX1, resulting in the activation of RAF, MEK and ERK phosphorylation, and thus CCA proliferation. However, restoration of SOX1 expression in miR-155-5p overexpressing cell lines decreased the phosphorylation level of RAF, MEK and ERK, as well as the proliferation of CCA cells. Conclusion MiR-155-5p decreased the expression of SOX1 by binding to its 3′UTR, which activated the RAF/MEK/ERK signaling pathway and promoted CCA progression. Supplementary Information The online version contains supplementary material available at 10.1186/s12935-021-02374-0.
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Affiliation(s)
- Da Wang
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China.,Department of General Surgery, The Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China
| | - Fei Xiong
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China
| | - Guanhua Wu
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China
| | - Wenzheng Liu
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China
| | - Bing Wang
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China.
| | - Yongjun Chen
- Department of Biliary-Pancreatic Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Jiefang avenue 1095, Wuhan, Hubei, China.
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6
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Yan Z, Qu J, Li Z, Yi J, Su Y, Lin Q, Yu G, Lin Z, Yin W, Lu F, Liu J. NEK7 Promotes Pancreatic Cancer Progression And Its Expression Is Correlated With Poor Prognosis. Front Oncol 2021; 11:705797. [PMID: 34295827 PMCID: PMC8290842 DOI: 10.3389/fonc.2021.705797] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 06/22/2021] [Indexed: 12/24/2022] Open
Abstract
The prognosis for pancreatic ductal adenocarcinoma (PDAC) patients is still dismal. Elucidation of associated genomic alteration may provide effective therapeutic strategies for PDAC treatment. NIMA-related protein kinase 7 is widely expressed in various tumors, including breast cancer, colorectal cancer and lung cancer, and promotes the proliferation of liver cancer cells in vitro and in vivo. We investigated the protein expression level of NEK7 in tumor tissues and adjacent normal tissues using immunohistochemistry of 90 patients with PADC. Meanwhile, the RNA expression level of NEK7 was examined using database-based bioinformatic analysis. Correlation and significance of NEK7 expression with patient clinicopathological features and prognosis were examined. Cell proliferation, cell adhesion, migration and invasion capabilities were measured following downregulation of NEK7 expression. 3D tumor organoids of pancreatic cancer were established and splenic xenografted into nude mice, then liver metastatic ability of NEK7 was evaluated in following 4 weeks. We observed NEK7 expression was upregulated in tumor tissues compared to normal tissues at both RNA and protein levels using bioinformatic analysis and immunohistochemistry analysis in PDAC. NEK7 expression was undetectable in normal pancreatic ducts; NEK7 was overexpressed in primary tumor of PDAC; NEK7 expression was highly correlated with advanced T stage, poorly differentiated histological grade invasive ductal carcinoma, and lymphatic invasion. Meanwhile, patients with higher NEK7 expression accompanied by worse survival outcome. Moreover, NEK7 promoted migration, invasion, adhesion, proliferation and liver metastatic ability of pancreatic cancer cells. Taken together, our data indicate that NEK7 promotes pancreatic cancer progression and it may be a potential marker for PDAC prognosis.
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Affiliation(s)
- Zilong Yan
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China.,Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jianhua Qu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zhangfu Li
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen-Peking University-Hong Kong University of Science and Technology Medical Center, Shenzhen, China.,Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Jing Yi
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Yanze Su
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qirui Lin
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Guangyin Yu
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zewei Lin
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
| | - Weihua Yin
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Fengmin Lu
- Department of Microbiology and Infectious Disease Center, School of Basic Medical Sciences, Peking University Health Science Center, Beijing, China
| | - Jikui Liu
- Department of Hepatobiliary Surgery, Peking University Shenzhen Hospital, Shenzhen, China
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7
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Lozano ML, Segú-Vergés C, Coma M, Álvarez-Roman MT, González-Porras JR, Gutiérrez L, Valcárcel D, Butta N. Elucidating the Mechanism of Action of the Attributed Immunomodulatory Role of Eltrombopag in Primary Immune Thrombocytopenia: An In Silico Approach. Int J Mol Sci 2021; 22:ijms22136907. [PMID: 34199099 PMCID: PMC8269123 DOI: 10.3390/ijms22136907] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 06/18/2021] [Accepted: 06/23/2021] [Indexed: 12/13/2022] Open
Abstract
Eltrombopag is a thrombopoietin receptor (MPL) agonist approved for the treatment of primary immune thrombocytopenia (ITP). Recent evidence shows that some patients may sustain platelet counts following eltrombopag discontinuation. The systemic immunomodulatory response that resolves ITP in some patients could result from an increase in platelet mass, caused either by the direct action of eltrombopag on megakaryocytes through MPL stimulation, or potential MPL-independent actions on other cell types. To uncover the possible mechanisms of action of eltrombopag, in silico analyses were performed, including a systems biology-based approach, a therapeutic performance mapping system, and structural analyses. Through manual curation of the available bibliography, 56 key proteins were identified and integrated into the ITP interactome analysis. Mathematical models (94.92% mean accuracy) were obtained to elucidate potential MPL-dependent pathways in non-megakaryocytic cell subtypes. In addition to the effects on megakaryocytes and platelet numbers, the results were consistent with MPL-mediated effects on other cells, which could involve interferon-gamma, transforming growth factor-beta, peroxisome proliferator-activated receptor-gamma, and forkhead box protein P3 pathways. Structural analyses indicated that effects on three apoptosis-related proteins (BCL2L1, BCL2, BAX) from the Bcl-2 family may be off-target effects of eltrombopag. In conclusion, this study proposes new hypotheses regarding the immunomodulatory functions of eltrombopag in patients with ITP.
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MESH Headings
- Benzoates/chemistry
- Benzoates/pharmacology
- Benzoates/therapeutic use
- Biomarkers
- Disease Management
- Disease Susceptibility
- Humans
- Hydrazines/chemistry
- Hydrazines/pharmacology
- Hydrazines/therapeutic use
- Immunomodulation/drug effects
- Models, Biological
- Models, Molecular
- Molecular Targeted Therapy/methods
- Protein Interaction Mapping
- Protein Interaction Maps
- Purpura, Thrombocytopenic, Idiopathic/drug therapy
- Purpura, Thrombocytopenic, Idiopathic/etiology
- Purpura, Thrombocytopenic, Idiopathic/metabolism
- Pyrazoles/chemistry
- Pyrazoles/pharmacology
- Pyrazoles/therapeutic use
- Receptors, Thrombopoietin/antagonists & inhibitors
- Receptors, Thrombopoietin/chemistry
- Receptors, Thrombopoietin/metabolism
- Signal Transduction/drug effects
- Structure-Activity Relationship
- T-Lymphocytes/drug effects
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- Treatment Outcome
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Affiliation(s)
- Maria L. Lozano
- Hospital General Universitario Morales Meseguer, Centro Regional de Hemodonación, Universidad de Murcia, IMIB-Arrixaca, CB15/00055-CIBERER, 30007 Murcia, Spain
- Correspondence: (M.L.L.); (N.B.)
| | - Cristina Segú-Vergés
- Anaxomics Biotech S.L., Diputació 237, 1°, 1, 08007 Barcelona, Spain; (C.S.-V.); (M.C.)
| | - Mireia Coma
- Anaxomics Biotech S.L., Diputació 237, 1°, 1, 08007 Barcelona, Spain; (C.S.-V.); (M.C.)
| | - María T. Álvarez-Roman
- Unidad de Trombosis y Hemostasia, Servicio de Hematología, Hospital Universitario La Paz, Instituto de Investigación Hospital Universitario La Paz (IdiPAZ), Paseo de la Castellana 261, 28046 Madrid, Spain;
| | - José R. González-Porras
- Unidad de Hemostasia y Trombosis, Servicio de Hematología, Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Paseo de San Vicente, 58-182, 37007 Salamanca, Spain;
| | - Laura Gutiérrez
- Grupo de Investigación en Plaquetas, Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Departamento de Medicina, Universidad de Oviedo, 33071 Oviedo, Spain;
| | - David Valcárcel
- Servicio Hematología, Vall d´Hebron Insitute of Oncology (VHIO), Hospital Univesitario Vall d’Hebron, Universitat Autònoma de Barcelona, Centro Cellex, Natzaret, 115-117, 08035 Barcelona, Spain;
| | - Nora Butta
- Instituto de Investigación HospitaUniversitario La Paz (IdiPAZ), Paseo de la Castellana 261, 28046 Madrid, Spain
- Correspondence: (M.L.L.); (N.B.)
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8
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Yan Z, Ohuchida K, Fei S, Zheng B, Guan W, Feng H, Kibe S, Ando Y, Koikawa K, Abe T, Iwamoto C, Shindo K, Moriyama T, Nakata K, Miyasaka Y, Ohtsuka T, Mizumoto K, Hashizume M, Nakamura M. Inhibition of ERK1/2 in cancer-associated pancreatic stellate cells suppresses cancer-stromal interaction and metastasis. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2019; 38:221. [PMID: 31133044 PMCID: PMC6537367 DOI: 10.1186/s13046-019-1226-8] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Accepted: 05/10/2019] [Indexed: 12/13/2022]
Abstract
Background Extracellular signal-regulated kinases (ERKs) have been related to multiple cancers, including breast cancer, hepatocellular cancer, lung cancer and colorectal cancer. ERK1/2 inhibitor can suppress growth of KRAS-mutant pancreatic tumors by targeting cancer cell. However, no studies have shown the expression of ERK1/2 on pancreatic stromal and its effect on pancreatic cancer–stromal interaction. Methods Immunohistochemistry and western blotting were performed to detect the expression of p-ERK1/2 in pancreatic tissues and cells. Cell viability assay was used to study IC50 of ERK inhibitor on pancreatic cancer cells (PCCs) and primary cancer-associated pancreatic stellate cells (PSCs). Transwell migration, invasion, cell viability assay, senescence β-galactosidase staining were performed to determine the effect of ERK inhibitor on PCCs and PSCs in vitro and in vivo. The expression of key factors involved in autophagy and epithelial-to-mesenchymal transition (EMT) process were evaluated by western blotting. The expression of key factors related to cell invasiveness and malignancy were confirmed by qRT-PCR. Co-transplantation of PCC Organoid and PSC using a splenic xenograft mouse model was used to evaluated combined treatment of ERK inhibitor and autophagy inhibitor. Results Immunohistochemical staining in pancreatic tumor samples and transgenetic mice detected p-ERK1/2 expression in both cancer cells and stromal cells. In pancreatic tissues, p-ERK1/2 was strongly expressed in cancer-associated PSCs compared with cancer cells and normal PSCs. PSCs were also significantly more sensitive to ERK1/2 inhibitor treatment. Inhibition of ERK1/2 suppressed EMT transition in HMPCCs, upregulated cellular senescence markers, activated autophagy in cancer-associated PSCs; and suppressed cancer–stromal interaction, which enhanced invasiveness and viability of cancer cells. We also found that chloroquine, an autophagy inhibitor, suppressed ERK inhibition-induced autophagy and promoted PSC cellular senescence, leading to significantly decreased cell proliferation. The combination of an ERK inhibitor and autophagy inhibitor suppressed liver metastasis in a splenic pancreatic cancer organoid xenograft mouse model. Conclusions These data indicate that inhibition of ERK1/2 in cancer-associated pancreatic stellate cells suppresses cancer–stromal interaction and metastasis. Electronic supplementary material The online version of this article (10.1186/s13046-019-1226-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Zilong Yan
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Kenoki Ohuchida
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan. .,Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
| | - Shuang Fei
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Biao Zheng
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan.,Department of General Surgery, Shenzhen University General Hospital, Shenzhen, China
| | - Weiyu Guan
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Haimin Feng
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Shin Kibe
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Yohei Ando
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Kazuhiro Koikawa
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Toshiya Abe
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Chika Iwamoto
- Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Koji Shindo
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Taiki Moriyama
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Kohei Nakata
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Yoshihiro Miyasaka
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | - Takao Ohtsuka
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan
| | | | - Makoto Hashizume
- Department of Advanced Medical Initiatives, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masafumi Nakamura
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi, Fukuoka, 812-8582, Japan.
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