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Liu C, He P, Qiao R, Yang X, Ding C, He F. Mechanistic study of Lonicerae Japonicae Flos (Caprifoliaceae) in non-small cell lung cancer prevention and treatment through integrative pharmacology, multi-machine learning, artificial intelligence, and in vitro experiments. JOURNAL OF ETHNOPHARMACOLOGY 2025; 348:119832. [PMID: 40252985 DOI: 10.1016/j.jep.2025.119832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Revised: 04/03/2025] [Accepted: 04/17/2025] [Indexed: 04/21/2025]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Lonicerae Japonicae Flos (Caprifoliaceae) (LJF), an herb with the homology of medicine and food, is traditionally utilized for its heat-clearing, detoxifying, and anticancer properties. Yet, the mechanism by which LJF may assist in the treatment of non-small cell lung cancer (NSCLC) remains unclear. AIM OF THE STUDY To elucidate the potential mechanisms of LJF in the treatment of NSCLC through phytochemical analysis, network pharmacology, machine learning, and in vitro experimental validation. MATERIALS AND METHODS LJF was analyzed for its components using ultra-performance liquid chromatography coupled with tandem mass spectrometry (UPLC-MS/MS). The active compounds and targets of LJF were identified from TCMSP, and NSCLC-related targets were retrieved from GeneCards, DisGeNET and OMIM. Network pharmacology and multi-machine learning algorithms predicted key features, and GSEA/GSVA assessed pathway enrichment. Immune infiltration analysis evaluated immune cell composition in the NSCLC microenvironment, and molecular docking was performed with AlphaFold. In vitro experiments assessed LJF's effects on A549 cells, and Western blot analyzed protein expression. RESULTS Network pharmacology and multi-machine learning indicated that PECAM1 and SPP1 are potential targets for LJF in the treatment of NSCLC. GSEA and immune infiltration analysis suggested PECAM1 and SPP1 influence NSCLC progression and immune evasion. In vitro experiments showed that LJF significantly inhibited A549 cells proliferation, migration, and invasion. Western blot results indicated upregulation of PECAM1 and SPP1 expression under LJF treatment. CONCLUSION LJF has an adjunctive therapeutic effect on NSCLC by regulating PECAM1 and SPP1 targets and their associated signaling pathways.
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Affiliation(s)
- Can Liu
- College of Pharmacy, Hunan University of Chinese Medicine, Changsha, 410208, China; Hunan Provincial Key Laboratory of Drugability and Preparation Modification of TCM, Changsha, 410208, China.
| | - Peng He
- College of Pharmacy, Hunan University of Chinese Medicine, Changsha, 410208, China; Hunan Provincial Key Laboratory of Drugability and Preparation Modification of TCM, Changsha, 410208, China.
| | - Ru Qiao
- College of Pharmacy, Hunan University of Chinese Medicine, Changsha, 410208, China; Hunan Provincial Key Laboratory of Drugability and Preparation Modification of TCM, Changsha, 410208, China.
| | - Xiaoyan Yang
- School of Informatics, Hunan University of Chinese Medicine, Changsha, Hunan, 410208, China.
| | - Changsong Ding
- School of Informatics, Hunan University of Chinese Medicine, Changsha, Hunan, 410208, China.
| | - Fuyuan He
- College of Pharmacy, Hunan University of Chinese Medicine, Changsha, 410208, China; Hunan Provincial Key Laboratory of Drugability and Preparation Modification of TCM, Changsha, 410208, China.
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Xu B, Yan Y. The Association Between IL-8 Gene Polymorphisms and the Risk of Several Types of Cancer, Especially in Gastric Cancer. Cancer Rep (Hoboken) 2025; 8:e70103. [PMID: 39821721 PMCID: PMC11740087 DOI: 10.1002/cnr2.70103] [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: 04/06/2024] [Revised: 11/25/2024] [Accepted: 12/13/2024] [Indexed: 01/19/2025] Open
Abstract
BACKGROUND Changes in functional genetic polymorphisms may increase or decrease the risk of cancer in patients. Nowadays, the association between polymorphisms in the interleukin-8 (IL-8) gene and the susceptibility of cancer risk have been investigated in many studies, however, above relationships remain unclear. AIM The current study aims to comprehensively evaluate the association between IL-8 gene six polymorphisms and the whole cancer risk, especially -251 polymorphism and gastric cancer. METHODS AND RESULTS Six polymorphisms (-251, -353, +678, +1633, +2767, +781) were collected. The expression of serum IL-8 was calculated by ELISA assay. First, 104 case-control studies were conducted. Second, this research has made significant discoveries regarding the -251, -353 and +781 polymorphisms and the potential associations with cancer risk. Finally, the serum IL-8 levels in gastric cancer patients with AA/TT genotypes were significantly higher than those with the same genotypes of healthy controls and TT genotypes in gastric cancer patients. CONCLUSION Overall, the investigation has revealed that IL-8 gene polymorphisms significantly influence vulnerability to cancer development, especially for gastric cancer.
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Affiliation(s)
- Bin Xu
- Geriatrics DepartmentAffiliated Hospital of Jiangnan UniversityWuxiChina
| | - Yidan Yan
- Medical OncologyAffiliated Hospital of Jiangnan UniversityWuxiChina
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Metwally YF, Elsaid AM, Elsadda RR, Refaat S, Zahran RF. Impact of IL-6 and IL-1β Gene Variants on Non-small-cell Lung Cancer Risk in Egyptian Patients. Biochem Genet 2024; 62:3367-3388. [PMID: 38103126 PMCID: PMC11427554 DOI: 10.1007/s10528-023-10596-2] [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: 07/26/2023] [Accepted: 11/08/2023] [Indexed: 12/17/2023]
Abstract
Lung cancer is a serious health and life issue, with the fastest-growing incidence and fatality rates worldwide. It is now clear that inflammation is a key factor involved in all aspects of carcinogenesis, notably lung cancer development. Genetic changes, including polymorphisms in inflammatory genes, are supposed to be a significant cause of increased lung cancer risk. The main idea of this research was to disclose the linkage between both IL-6 rs1800795 and IL-1β rs16944 variants and susceptibility to non-small-cell lung cancer (NSCLC) in Egyptians. This case-control design was composed of 127 cases and 138 controls, which were genotyped using the ARMS-PCR technique. To examine the NSCLC susceptibility under various genetic models, the odds ratio (OR) and 95% confidence intervals (CIs) were determined by logistic regression. Rs1800795 of the IL-6 gene was linked to higher odds of NSCLC under the allele model (adjusted, OR 2.28; 95% CI 1.2-4.33; p = 0.011). In the genetic models, IL-6 rs1800795 elevated the odds of NSCLC, while IL-1β rs16944 decreased the odds of NSCLC. Stratification analysis showed that IL-6 rs1800795 greatly increased the NSCLC risk in females and adenocarcinoma subtypes, whereas IL-1β rs16944 largely decreased the NSCLC risk for males, patients aged < 55, and nonsmokers. Regarding clinical data, the IL-6 variant was remarkably correlated with tumor size. This work primarily established that IL-6 and IL-1β variants have a great impact on NSCLC development in the Egyptian population; thus, it may be a supportive guide for earlier NSCLC prevention.
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Affiliation(s)
- Yomna F Metwally
- Biochemistry Department, Faculty of Science, Damietta University, Damietta, Egypt.
| | - Afaf M Elsaid
- Genetics Unit, Children Hospital, Mansoura University, Mansoura, Egypt
| | - Rana R Elsadda
- Biochemistry Department, Faculty of Science, Damietta University, Damietta, Egypt
| | - Sherif Refaat
- Oncology Department, Oncology Center, Mansoura University, Mansoura, Egypt
| | - Rasha F Zahran
- Biochemistry Department, Faculty of Science, Damietta University, Damietta, Egypt
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Roshan-Zamir M, Khademolhosseini A, Rajalingam K, Ghaderi A, Rajalingam R. The genomic landscape of the immune system in lung cancer: present insights and continuing investigations. Front Genet 2024; 15:1414487. [PMID: 38983267 PMCID: PMC11231382 DOI: 10.3389/fgene.2024.1414487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/07/2024] [Indexed: 07/11/2024] Open
Abstract
Lung cancer is one of the most prevalent malignancies worldwide, contributing to over a million cancer-related deaths annually. Despite extensive research investigating the genetic factors associated with lung cancer susceptibility and prognosis, few studies have explored genetic predispositions regarding the immune system. This review discusses the most recent genomic findings related to the susceptibility to or protection against lung cancer, patient survival, and therapeutic responses. The results demonstrated the effect of immunogenetic variations in immune system-related genes associated with innate and adaptive immune responses, cytokine, and chemokine secretions, and signaling pathways. These genetic diversities may affect the crosstalk between tumor and immune cells within the tumor microenvironment, influencing cancer progression, invasion, and prognosis. Given the considerable variability in the individual immunegenomics profiles, future studies should prioritize large-scale analyses to identify potential genetic variations associated with lung cancer using highthroughput technologies across different populations. This approach will provide further information for predicting response to targeted therapy and promotes the development of new measures for individualized cancer treatment.
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Affiliation(s)
- Mina Roshan-Zamir
- School of Medicine, Shiraz Institute for Cancer Research, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Aida Khademolhosseini
- School of Medicine, Shiraz Institute for Cancer Research, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kavi Rajalingam
- Cowell College, University of California, Santa Cruz, Santa Cruz, CA, United States
| | - Abbas Ghaderi
- School of Medicine, Shiraz Institute for Cancer Research, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Immunology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Raja Rajalingam
- Immunogenetics and Transplantation Laboratory, University of California San Francisco, San Francisco, CA, United States
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Chang YM, Huang WY, Yang SH, Jan CI, Nieh S, Lin YS, Chen SF, Lin YC. Interleukin-8/CXCR1 Signaling Contributes to the Progression of Pulmonary Adenocarcinoma Resulting in Malignant Pleural Effusion. Cells 2024; 13:968. [PMID: 38891100 PMCID: PMC11172099 DOI: 10.3390/cells13110968] [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: 03/18/2024] [Revised: 05/18/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
Pulmonary adenocarcinoma (PADC) treatment limited efficacy in preventing tumor progression, often resulting in malignant pleural effusion (MPE). MPE is filled with various mediators, especially interleukin-8 (IL-8). However, the role of IL-8 and its signaling mechanism within the fluid microenvironment (FME) implicated in tumor progression warrants further investigation. Primary cultured cells from samples of patients with MPE from PADC, along with a commonly utilized lung cancer cell line, were employed to examine the role of IL-8 and its receptor, CXCR1, through comparative analysis. Our study primarily assessed migration and invasion capabilities, epithelial-mesenchymal transition (EMT), and cancer stem cell (CSC) properties. Additionally, IL-8 levels in MPE fluid versus serum, along with immunohistochemical expression of IL-8/CXCR1 signaling in tumor tissue and cell blocks were analyzed. IL-8/CXCR1 overexpression enhanced EMT and CSC properties. Furthermore, the immunocytochemical examination of 17 cell blocks from patients with PADC and MPE corroborated the significant correlation between upregulated IL-8 and CXCR1 expression and the co-expression of IL-8 and CXCR1 in MPE with distant metastasis. In summary, the IL-8/ CXCR1 axis in FME is pivotal to tumor promotion via paracrine and autocrine signaling. Our study provides a therapeutic avenue for improving the prognosis of PADC patients with MPE.
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Affiliation(s)
- Yi-Ming Chang
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 11490, Taiwan; (Y.-M.C.); (S.-H.Y.)
- Department of Pathology and Laboratory Medicine, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan;
| | - Wen-Yen Huang
- Department of Radiation Oncology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan;
| | - Shih-Hsien Yang
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei 11490, Taiwan; (Y.-M.C.); (S.-H.Y.)
- Office of General Affairs and Occupational Safety, National Defense Medical Center, Taipei 11490, Taiwan
| | - Chia-Ing Jan
- Department of Pathology and Laboratory Medicine, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan;
| | - Shin Nieh
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan;
| | - Yaoh-Shiang Lin
- Department of Otorhinolaryngology, Head and Neck Surgery, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan;
| | - Su-Feng Chen
- Department of Dentistry, School of Dentistry, China Medical University, Taichung 404333, Taiwan
| | - Yu-Chun Lin
- Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan;
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Wang T, Su W, Li L, Wu H, Huang H, Li Z. Alteration of the gut microbiota in patients with lung cancer accompanied by chronic obstructive pulmonary diseases. Heliyon 2024; 10:e30380. [PMID: 38737249 PMCID: PMC11088322 DOI: 10.1016/j.heliyon.2024.e30380] [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: 07/30/2023] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/14/2024] Open
Abstract
Aim To explore the abundance and diversity of the gut microbiota in patients with lung cancer accompanied by chronic obstructive pulmonary disease (LC-COPD). Methods The study cohort comprised 15 patients with LC-COPD, 49 patients with lung cancer, and 18 healthy control individuals. ELISA was used to detect inflammatory factors in venous blood. 16S rDNA sequencing was performed to determine the abundance and diversity of the gut microbiota. Gas chromatography-mass spectrometry was used to determine the concentration of short-chain fatty acids (SCFAs) in feces samples. Results The α-diversity index indicated that the richness and diversity of the gut microbiota were lower in patients with LC-COPD compared with patients with lung cancer and controls. Principal component analysis revealed significant differences among the three groups (P < 0.05). The linear discriminant analysis effect size algorithm indicated that the o_Lactobacillales, g_Lactobaccillus, f_Lactobaccillaceae, s_Lactobaccillus_oris, c_Bacilli, g_Anaerofustis, s_uncultured organism, and s_bacterium_P1C10 species were prevalent in patients with LC-COPD, while the g_Clostridium_XIVa and g_Butyricicoccus species were prevalent in patients with lung cancer. Furthermore, the concentrations of the SCFAs butyric acid, isobutyric acid, isovaleric acid, and valeric acid tended to be lower in patients with LC-COPD compared with patients with lung cancer and healthy controls, although these intergroup differences were not significant (P > 0.05). Patients with lung cancer had the lowest serum concentration of tumor necrosis factor (TNF)-a. There were no intergroup differences in the concentrations of other inflammatory factors. Conclusions The present study indicated that the abundance and structure of the gut microbiota is altered, and the concentrations of SCFAs may be decreased in patients with LC-COPD. In addition, patients with lung cancer had the lowest serum concentration of TNF-a.
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Affiliation(s)
- Tingxiang Wang
- Department of Oncology, Zhejiang Hospital Affiliated with the Medical SChool of Zhejiang University, 1229 Gudun Road, Xihu District, Hangzhou, Zhejiang 310012, China
| | - Wanting Su
- Zhejiang Chinese Medical University, 348 Binwen Road, Binjiang District, Hangzhou, Zhejiang 310000, China
| | - Li Li
- Department of Respiratory Medicine, Zhejiang Hospital Affiliated with the Medical School of Zhejiang University, 1229 Gudun Road, Xihu District, Hangzhou, Zhejiang 310012, China
| | - Haiyan Wu
- Department of Respiratory Medicine, Zhejiang Hospital Affiliated with the Medical School of Zhejiang University, 1229 Gudun Road, Xihu District, Hangzhou, Zhejiang 310012, China
| | - He Huang
- Department of Respiratory Medicine, Zhejiang Hospital Affiliated with the Medical School of Zhejiang University, 1229 Gudun Road, Xihu District, Hangzhou, Zhejiang 310012, China
| | - Zhijun Li
- Department of Respiratory Medicine, Zhejiang Hospital Affiliated with the Medical School of Zhejiang University, 1229 Gudun Road, Xihu District, Hangzhou, Zhejiang 310012, China
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Kadivnik M, Plečko D, Kralik K, Arvaj N, Wagner J. Role of IL-6, IL-10 and TNFα Gene Variants in Preterm Birth. J Clin Med 2024; 13:2429. [PMID: 38673702 PMCID: PMC11051338 DOI: 10.3390/jcm13082429] [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: 03/19/2024] [Revised: 04/18/2024] [Accepted: 04/19/2024] [Indexed: 04/28/2024] Open
Abstract
Background: The association of gene variants for interleukin 6 (IL-6) (rs1800796), interleukin 10 (IL-10) (rs1800896) and tumor necrosis factorα (TNFα (rs1800629) with the occurrence of spontaneous preterm birth (PTB) was investigated to determine whether these genetic variants are a risk factor. Methods: A total of 199 blood samples from pregnant women who had given birth prematurely and 200 control blood samples were analyzed to determine single nucleotide polymorphisms (SNPs) of genes for IL-6 (rs1800796), IL-10 (rs1800896) and TNFα (rs1800629). The control samples were samples from pregnant women with term delivery. The isolation of DNA was performed on mini-spin columns according to the manufacturer's protocol. The quality and purity of the isolated DNA were tested using a Qubit 3 fluorometer. Genotyping was performed with an ABI PRISM 7500 SDS using TaqMan SNP genotyping assays. The genotypes obtained were analyzed using the 7500 Software v2.3 package. Results: Carriers of the A/A genotype for the rs1800629 SNP of the TNFα gene have a 4.81 times greater chance of late-onset PTB compared to carriers of the G/G and A/G genotypes in the recessive inheritance model. The presence of the G/G genotype in the recessive inheritance model compared with the G/A and A/A genotypes for the rs1800896 SNP of the IL-10 gene represents a potentially protective factor, with mothers in the term-birth group having an almost 2-fold lower odds of PTB in general and an almost 10-fold lower odds of early PTB. On the other hand, carriers of the A/G genotype of rs1800896 have a 1.54-fold higher chance of preterm birth in general and a 1.6-fold higher chance of late preterm birth in the superdominant inheritance model compared to the A/A and G/G genotypes in the group of mothers with PTB. In this study, no association was found between PTB and the rs1800796 SNP of the IL-6 gene. Conclusions: rs1800629 in mothers was associated with PTB. rs1800896 shows a potentially protective effect for the occurrence of PTB in this study. No association was found between PTB and rs1800796.
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Affiliation(s)
- Mirta Kadivnik
- Clinic of Obstetrics and Gynecology, University Hospital Center Osijek, J. Huttlera 4, 31000 Osijek, Croatia;
- Department of Obstetrics and Gynecology, Faculty of Medicine, J.J. Strossmayer University, J. Huttlera 4, 31000 Osijek, Croatia
| | - Deni Plečko
- Department of Medical Biology and Genetics, Faculty of Medicine, J.J. Strossmayer University, J. Huttlera 4, 31000 Osijek, Croatia; (D.P.)
| | - Kristina Kralik
- Department of Medical Statistics and Informatics, Faculty of Medicine, J.J. Strossmayer University, J. Huttlera 4, 31000 Osijek, Croatia
| | - Nena Arvaj
- Department of Medical Biology and Genetics, Faculty of Medicine, J.J. Strossmayer University, J. Huttlera 4, 31000 Osijek, Croatia; (D.P.)
| | - Jasenka Wagner
- Department of Medical Biology and Genetics, Faculty of Medicine, J.J. Strossmayer University, J. Huttlera 4, 31000 Osijek, Croatia; (D.P.)
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Chai L, Wang Q, Wang Y, Li D, Zhang Q, Chen Y, Liu J, Chen H, Qiu Y, Shen N, Wang J, Xie X, Li M. Downregulation of PDCD4 through STAT3/ATF6/autophagy mediates MIF-induced PASMCs proliferation/migration and vascular remodeling. Eur J Pharmacol 2023; 956:175968. [PMID: 37549728 DOI: 10.1016/j.ejphar.2023.175968] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 07/08/2023] [Accepted: 08/04/2023] [Indexed: 08/09/2023]
Abstract
To address the molecular mechanisms underlying macrophage migration inhibitory factor (MIF) induced pulmonary artery smooth muscle cells (PASMCs) proliferation, migration and vascular remodeling in pulmonary hypertension (PH), primary cultured rat PASMCs and monocrotaline (MCT)-induced rats with PH were applied in the present study. The results showed that MIF increased signal transducer and activator of transcription 3 (STAT3) phosphorylation, and then stimulated activating transcription factor 6 (ATF6) activation, subsequently triggered autophagy activation, which further led to programmed cell death factor 4 (PDCD4) lysosomal degradation, and eventually promoted PASMCs proliferation/migration. In lung tissues of MCT rats, MIF protein expression was elevated, phosphorylation of STAT3 and activation of ATF6 were increased, activation of autophagy was evident, and reduction of PDCD4 was observed. Intervention with MIF inhibitor 4-Iodo-6-phenylpyrimidine (4-IPP), ATF6 blocker melatonin or autophagy inhibitor chloroquine, confirmed the in vitro interaction among MIF, STAT3, ATF6, autophagy and PDCD4 in MCT induced rats with PH. Targeting MIF/STAT3/ATF6/autophagy/PDCD4 axis effectively prevented the development of PH by suppressing PASMCs proliferation and vascular remodeling. In conclusions, we demonstrate that MIF activates the STAT3/ATF6/autophagy cascade and then degrades PDCD4 leading to PASMCs proliferation/migration and pulmonary vascular remodeling, suggesting that intervention this axis might have potential value in management of PH.
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Affiliation(s)
- Limin Chai
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Qingting Wang
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Yan Wang
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Danyang Li
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Qianqian Zhang
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Yuqian Chen
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Jin Liu
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Huan Chen
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Yuanjie Qiu
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Nirui Shen
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Jian Wang
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Xinming Xie
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China
| | - Manxiang Li
- Department of Respiratory Medicine, The First Affiliated Hospital of Xi'an JiaoTong, University, Xi'an, Shaanxi 710061, People's Republic of China.
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Liu W, Yang H, Zhi F, Feng Y, Luo H, Zhu Y, Lei Y. Macrophage migration inhibitory factor may contribute to the occurrence of multiple primary lung adenocarcinomas. Clin Transl Med 2023; 13:e1368. [PMID: 37784249 PMCID: PMC10545892 DOI: 10.1002/ctm2.1368] [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: 08/01/2023] [Accepted: 08/07/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND This study aimed to identify the key genes involved in the development of multiple primary lung cancers. METHODS Differential expression analysis was performed, followed by comparing the infiltration levels of 22 immune cell types between multiple and single primary lung adenocarcinomas. Marker genes for epithelial cells with different proportions between the two types of lung adenocarcinomas were identified. The common genes between the marker genes and differentially expressed genes were identified. Finally, the effects of the key genes were tested on the in vitro proliferation, migration and morphology. RESULTS The infiltration levels of helper follicular T cells, resting NK cells, activated NK cells, M2 macrophages and resting mast cells were higher in the patients with multiple than in those with single primary lung adenocarcinomas. A total of 1553 differentially expressed genes and 4414 marker genes of epithelial cells were identified. Logistic regression analysis was performed on the 164 resulting genes. The macrophage migration inhibitory factor expression was positively associated with the occurrence of multiple primary lung adenocarcinomas. Moreover, its signalling pathway was the key pathway among the epithelial cells and multiple and single primary lung adenocarcinoma cells, and it was upregulated in lung adenocarcinoma cells. It also increased the expression of lung cancer markers, including NES and CA125, induced morphological changes in alveolar epithelial type II cells, and promoted their proliferation, migration and invasion. CONCLUSIONS Multiple and single primary lung adenocarcinomas have different tumour immune microenvironments, and migration inhibitory factor may be a key factor in the occurrence of multiple primary lung adenocarcinomas.
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Affiliation(s)
- Wei Liu
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Hao‐Shuai Yang
- Department of Thoracic SurgeryChina‐Japan Friendship HospitalBeijingChina
| | - Fei‐Hang Zhi
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Yan‐Fen Feng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouGuangdongChina
- Department of PathologySun Yat‐sen University Cancer CenterGuangzhouGuangdongChina
| | - Hong‐He Luo
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Ying Zhu
- Department of RadiologyThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
| | - Yi‐Yan Lei
- Department of Thoracic SurgeryThe First Affiliated HospitalSun Yat‐sen UniversityGuangzhouGuangdongChina
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Carr SR, Wang H, Hudlikar R, Lu X, Zhang MR, Hoang CD, Yan F, Schrump DS. A Unique Gene Signature Predicting Recurrence Free Survival in Stage IA Lung Adenocarcinoma. J Thorac Cardiovasc Surg 2023; 165:1554-1564. [PMID: 37608989 PMCID: PMC10442056 DOI: 10.1016/j.jtcvs.2022.09.028] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Objective Resected stage IA lung adenocarcinoma (LUAD) has a reported 5-year recurrence free survival (RFS) of 63-81%. A unique gene signature stratifying patients with early stage LUAD as high or low-risk of recurrence would be valuable. Methods GEO datasets combining European and North American LUAD patients (n=684) were filtered for stage IA (n=105) to develop a robust signature for recurrence (RFSscore). Univariate Cox proportional hazard regression model was used to assess associations of gene expression with RFS and OS. Leveraging a bootstrap approach of these identified upregulated genes allowed construction of a model which was evaluated by Area Under the Received Operating Characteristics. The optimal signature has RFSscore calculated via a linear combination of expression of selected genes weighted by the corresponding Cox regression derived coefficients. Log-rank analysis calculated RFS and OS. Results were validated using the LUAD TCGA transcriptomic NGS based dataset. Results Rigorous bioinformatic analysis identified a signature of 4 genes: KNSTRN, PAFAH1B3, MIF, CHEK1. Kaplan-Meier analysis of stage IA LUAD with this signature resulted in 5-year RFS for low-risk of 90% compared to 53% for high-risk (HR 6.55, 95%CI 2.65-16.18, p-value <0.001), confirming the robustness of the gene signature with its clinical significance. Validation of the signature using TCGA dataset resulted in an AUC of 0.797 and 5-year RFS for low and high-risk stage IA patients being 91% and 67%, respectively (HR 3.44, 95%CI 1.16-10.23, p-value=0.044). Conclusions This 4 gene signature stratifies European and North American patients with pathologically confirmed stage IA LUAD into low and high-risk groups for OS and more importantly RFS.
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Affiliation(s)
- Shamus R Carr
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Haitao Wang
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Rasika Hudlikar
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Xiaofan Lu
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Mary R Zhang
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Chuong D Hoang
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
| | - Fangrong Yan
- State Key Laboratory of Natural Medicines, Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, Nanjing, China
| | - David S Schrump
- Thoracic Surgery Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland
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Zhao Y, Jia S, Zhang K, Zhang L. Serum cytokine levels and other associated factors as possible immunotherapeutic targets and prognostic indicators for lung cancer. Front Oncol 2023; 13:1064616. [PMID: 36874133 PMCID: PMC9977806 DOI: 10.3389/fonc.2023.1064616] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 01/24/2023] [Indexed: 02/18/2023] Open
Abstract
Lung cancer is one of the most prevalent cancer types and the leading cause of cancer-related deaths worldwide. Non-small cell lung cancer (NSCLC) accounts for 80-85% of all cancer incidences. Lung cancer therapy and prognosis largely depend on the disease's degree at the diagnosis time. Cytokines are soluble polypeptides that contribute to cell-to-cell communication, acting paracrine or autocrine on neighboring or distant cells. Cytokines are essential for developing neoplastic growth, but they are also known to operate as biological inducers following cancer therapy. Early indications are that inflammatory cytokines such as IL-6 and IL-8 play a predictive role in lung cancer. Nevertheless, the biological significance of cytokine levels in lung cancer has not yet been investigated. This review aimed to assess the existing literature on serum cytokine levels and additional factors as potential immunotherapeutic targets and lung cancer prognostic indicators. Changes in serum cytokine levels have been identified as immunological biomarkers for lung cancer and predict the effectiveness of targeted immunotherapy.
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Affiliation(s)
- Yinghao Zhao
- Department of Thoracic Surgery, The Second Hospital of Jilin University, Changchun, China
| | - Shengnan Jia
- Department of Hepatopancreatobiliary Medicine, The Second Hospital of Jilin University, Changchun, Jilin, China
| | - Kun Zhang
- Department of Central Lab, The Second Hospital of Jilin University, Changchun, China
| | - Lian Zhang
- Department of Pathology, The Second Hospital of Jilin University, Changchun, China
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Prognosis value of IL-6, IL-8, and IL-1β in serum of patients with lung cancer: A fresh look at interleukins as a biomarker. Heliyon 2022; 8:e09953. [PMID: 35928100 PMCID: PMC9343932 DOI: 10.1016/j.heliyon.2022.e09953] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 06/07/2022] [Accepted: 07/11/2022] [Indexed: 12/24/2022] Open
Abstract
Interleukins are assumed to be closely related to the occurrence and development of human malignant tumors, while a few of them were commonly used as diagnostic markers in clinical cancer, including lung cancer. This study aimed to explore the value of serum interleukin-1β (IL-1β), interleukin-6 (IL-6), and interleukin-8 (IL-8) combined with carcinoembryonic antigen (CEA) as biomarker panel for the diagnosis and metastasis prediction of lung cancer. IL-1β, IL-6, IL-8, and CEA in serum were determined using electrochemiluminescence immunoassay (ECLIA) and flow cytometry, and the diagnostic value of each marker was analyzed using receiver operating characteristic (ROC) curves and logistic fitting regression. We found that the levels of serum IL-1β, IL-6, and IL-8 showed no significant difference among squamous cell carcinoma, adenocarcinoma, and small cell carcinoma, while they were significantly higher in the lung cancer group or benign group than those in the healthy group. The levels of IL-8 and CEA were positively correlated with clinical stages respectively. Importantly, the panel of CEA + IL-6 + IL-8 has the highest efficacy for the diagnosis of lung cancer (AUC = 0.883) among all the detected panels, while the panel of IL-8 + CEA showed the most promising predictive value for the lymph node metastasis (AUC = 0.686) and distant metastasis of lung cancer (AUC = 0.793). In conclusion, IL-6 and IL-8 could be used as promising molecular biomarkers to diagnose and predict the metastasis of lung cancer independent of pathological types, improving the specificity and sensitivity of diagnosis for lung cancer when they were combined with CEA.
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