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Chen H, Song A, Ul Rehman F, Han D. Multidimensional progressive single-cell sequencing reveals cell microenvironment composition and cancer heterogeneity in lung cancer. ENVIRONMENTAL TOXICOLOGY 2024; 39:890-904. [PMID: 37956258 DOI: 10.1002/tox.24018] [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: 07/26/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 11/15/2023]
Abstract
Despite substantial advances in cancer biology and treatment, the clinical outcomes of patients with lung cancer remain unsatisfactory. The tumor microenvironment (TME) is a potential target. Using single-cell RNA sequencing, we could distinguish eight distinct cell types in the lung cancer microenvironment, demonstrating substantial intratumoral heterogeneity in 19 different lung cancer tumor samples. Through the re-dimensional grouping of cancer-associated fibroblasts (CAFs), myeloid cells, epithelial cells, natural killer (NK) cells, and T cells, the difference in the TME of lung cancer was revealed. We discovered SFTPB, SFN, and KRT8 as possible predictive biomarkers for lung cancer by assessing the gene expression patterns in epithelial cells. Examining cell-to-cell communications showed a robust association between the quantity of matrix CAFs, epithelial cells, and macrophages in the thrombospondin signaling pathway. Additionally, we found that the amyloid precursor protein signaling pathway primarily originated from the matrix, and inflammatory cancer-associated endothelial and fibroblast cells showed a co-expression relationship with myeloid cells and B cells. Through cell-to-cell correlation analysis, we found positive regulation between NK cells, regulatory T cells, GZMB-CD8 T cells, and GZMK-CD8 T cells, which could play a role in developing immune TMEs. These findings support studies on cancer heterogeneity and add to our understanding of lung cancer's cellular microenvironment.
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Affiliation(s)
- Hua Chen
- Department of Research and Development, Qingdao Bioman Biomedical Technology Co., LTD, Qingdao, China
- Department of Research and Development, Shanghai life Biomedical Technology Co., LTD, Shanghai, China
| | - Anqi Song
- Department of Student Affairs, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Faisal Ul Rehman
- Precision Medicine Center of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Dan Han
- Department of Emergency Medicine and Intensive Care, Shanghai Songjiang District Central Hospital, Shanghai, China
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2
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Jiang H, Li C, Gong Q, Qie H. Identification and validation of basic fibroblast growth factor as a prognostic biomarker for the response of lung adenocarcinoma patients to bevacizumab treatment. Immunobiology 2023; 228:152764. [PMID: 38043261 DOI: 10.1016/j.imbio.2023.152764] [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: 06/05/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 12/05/2023]
Abstract
Basic fibroblast growth factor (bFGF) stimulates angiogenesis, influencing the proliferation, migration, and survival of tumour cells, which have pivotal roles in tumour progression. This study investigated the prognostic significance of bFGF expression in lung adenocarcinoma treated with bevacizumab. The expression levels of bFGF were assessed in bevacizumab-treated patients with lung adenocarcinoma using immunohistochemistry. Propensity score matching (PSM) analysis was performed to evaluate prognostic potential. bFGF expression was also investigated in another independent cohort of patients with lung adenocarcinoma treated with routinechemotherapy. We also compared the PSM value of bFGF expression levels independently and in combination with epidermal growth factor receptor and vascularendothelial growth factor expression levels. A high bFGF expression level was found to be an independent prognostic factor for disease-free survival in patients receiving bevacizumab-based chemotherapy. Similar results were not observed in patients who underwent routinechemotherapy. In conclusion, the bFGF expression level may be a clinically feasible prognostic marker and bFGF is a potential therapeutic target for patients with lung adenocarcinoma receiving routinechemotherapy.
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Affiliation(s)
- Hongtao Jiang
- Department of Thoracic Surgery, Affiliated Hospital of Hebei University, Baoding 071000, People's Republic of China
| | - Ce Li
- Department of Thoracic Surgery, Affiliated Hospital of Hebei University, Baoding 071000, People's Republic of China
| | - Qiang Gong
- Department of Thoracic Surgery, Affiliated Hospital of Hebei University, Baoding 071000, People's Republic of China.
| | - Hailing Qie
- Department of Thoracic Surgery, Affiliated Hospital of Hebei University, Baoding 071000, People's Republic of China.
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Simonson B, Chaffin M, Hill MC, Atwa O, Guedira Y, Bhasin H, Hall AW, Hayat S, Baumgart S, Bedi KC, Margulies KB, Klattenhoff CA, Ellinor PT. Single-nucleus RNA sequencing in ischemic cardiomyopathy reveals common transcriptional profile underlying end-stage heart failure. Cell Rep 2023; 42:112086. [PMID: 36790929 PMCID: PMC10423750 DOI: 10.1016/j.celrep.2023.112086] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/14/2022] [Accepted: 01/23/2023] [Indexed: 02/16/2023] Open
Abstract
Ischemic cardiomyopathy (ICM) is the leading cause of heart failure worldwide, yet the cellular and molecular signature of this disease is largely unclear. Using single-nucleus RNA sequencing (snRNA-seq) and integrated computational analyses, we profile the transcriptomes of over 99,000 human cardiac nuclei from the non-infarct region of the left ventricle of 7 ICM transplant recipients and 8 non-failing (NF) controls. We find the cellular composition of the ischemic heart is significantly altered, with decreased cardiomyocytes and increased proportions of lymphatic, angiogenic, and arterial endothelial cells in patients with ICM. We show that there is increased LAMININ signaling from endothelial cells to other cell types in ICM compared with NF. Finally, we find that the transcriptional changes that occur in ICM are similar to those in hypertrophic and dilated cardiomyopathies and that the mining of these combined datasets can identify druggable genes that could be used to target end-stage heart failure.
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Affiliation(s)
- Bridget Simonson
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Mark Chaffin
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Matthew C Hill
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ondine Atwa
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Yasmine Guedira
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Harshit Bhasin
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Amelia W Hall
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Gene Regulation Observatory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Sikander Hayat
- Precision Cardiology Laboratory, Bayer US, LLC, Cambridge, MA 02142, USA
| | - Simon Baumgart
- Precision Cardiology Laboratory, Bayer US, LLC, Cambridge, MA 02142, USA
| | - Kenneth C Bedi
- Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Kenneth B Margulies
- Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA 19104, USA
| | | | - Patrick T Ellinor
- Precision Cardiology Laboratory, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Disease Initiative, The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA.
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Shen X, Mo X, Tan W, Mo X, Li L, Yu F, He J, Deng Z, Xing S, Chen Z, Yang J. KIAA1199 Correlates With Tumor Microenvironment and Immune Infiltration in Lung Adenocarcinoma as a Potential Prognostic Biomarker. Pathol Oncol Res 2022; 28:1610754. [PMID: 36419650 PMCID: PMC9676226 DOI: 10.3389/pore.2022.1610754] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 10/25/2022] [Indexed: 09/05/2023]
Abstract
Background: KIAA1199 has been considered a key regulator of carcinogenesis. However, the relationship between KIAA1199 and immune infiltrates, as well as its prognostic value in lung adenocarcinoma (LUAD) remains unclear. Methods: The expression of KIAA1199 and its influence on tumor prognosis were analyzed using a series of databases, comprising TIMER, GEPIA, UALCAN, LCE, Prognoscan and Kaplan-Meier Plotter. Further, immunohistochemistry (IHC), western blot (WB) and receiver operating characteristic (ROC) curve analyses were performed to verify our findings. The cBioPortal was used to investigate the genomic alterations of KIAA1199. Prediction of candidate microRNA (miRNAs) and transcription factor (TF) targeting KIAA1199, as well as GO and KEGG analyses, were performed based on LinkedOmics. TIMER and TISIDB databases were used to explore the relationship between KIAA1199 and tumor immune infiltration. Results: High expression of KIAA1199 was identified in LUAD and Lung squamous cell carcinoma (LUSC) patients. High expression of KIAA1199 indicated a worse prognosis in LUAD patients. The results of IHC and WB analyses showed that the expression level of KIAA1199 in tumor tissues was higher than that in adjacent tissues. GO and KEGG analyses indicated KIAA1199 was mainly involved in extracellular matrix (ECM)-receptor interaction and extracellular matrix structure constituent. KIAA1199 was positively correlated with infiltrating levels of CD4+ T cells, macrophages, neutrophil cells, dendritic cells, and showed positive relationship with immune marker subsets expression of a variety of immunosuppressive cells. Conclusion: High expression of KIAA1199 predicts a poor prognosis of LUAD patients. KIAA1199 might exert its carcinogenic role in the tumor microenvironment via participating in the extracellular matrix formation and regulating the infiltration of immune cells in LUAD. The results indicate that KIAA1199 might be a novel biomarker for evaluating prognosis and immune cell infiltration in LUAD.
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Affiliation(s)
- Xiaoju Shen
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
- Department of Pharmacy, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaocheng Mo
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Weidan Tan
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Xiaoxiang Mo
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Li Li
- Department of Pharmacology, Guangxi Institute of Chinese Medicine and Pharmaceutical Science, Nanning, China
| | - Fei Yu
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Jingchuan He
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Zhihua Deng
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Shangping Xing
- Guangxi Key Laboratory of Bioactive Molecules Research and Evaluation, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Zhiquan Chen
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
| | - Jie Yang
- Department of Pharmacology, School of Pharmacy, Guangxi Medical University, Nanning, China
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Zafari N, Khosravi F, Rezaee Z, Esfandyari S, Bahiraei M, Bahramy A, Ferns GA, Avan A. The role of the tumor microenvironment in colorectal cancer and the potential therapeutic approaches. J Clin Lab Anal 2022; 36:e24585. [PMID: 35808903 PMCID: PMC9396196 DOI: 10.1002/jcla.24585] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/07/2022] [Accepted: 06/23/2022] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) with a high prevalence is recognized as the fourth most common cause of cancer-related death globally. Over the past decade, there has been growing interest in the network of tumor cells, stromal cells, immune cells, blood vessel cells, and fibroblasts that comprise the tumor microenvironment (TME) to identify new therapeutic interventions. METHODS Databases, such as Google Scholar, PubMed, and Scopus, were searched to provide an overview of the recent research progress related to targeting the TME as a novel therapeutic approach. RESULTS Tumor microenvironment as a result of the cross talk between these cells may result in either advantages or disadvantages in tumor development and metastasis, affecting the signals and responses from the surrounding cells. Whilst chemotherapy has led to an improvement in CRC patients' survival, the metastatic aspect of the disease remains difficult to avoid. CONCLUSIONS The present review emphasizes the structure and function of the TME, alterations in the TME, its role in the incidence and progression of CRC, the effects on tumor development and metastasis, and also the potential of its alterations as therapeutic targets. It should be noted that providing novel studies in this field of research might help us to achieve practical therapeutic strategies based on their interaction.
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Affiliation(s)
- Narges Zafari
- Department of Medical Genetics, School of MedicineTehran University of Medical SciencesTehranIran
| | - Fatemeh Khosravi
- Molecular Medicine Research Center, Hormozgan Health InstituteHormozgan University of Medical SciencesBandar AbbasIran
| | - Zahra Rezaee
- Department of Medical Genetics, Faculty of Medical SciencesTarbiat Modares UniversityTehranIran
| | - Sahar Esfandyari
- Department of Anatomy, School of MedicineTehran University of Medical SciencesTehranIran
| | - Mohamad Bahiraei
- Department of Radiology, Besat HospitalHamedan University of Medical SciencesHamedanIran
| | - Afshin Bahramy
- Department of Medical Genetics, Faculty of Medical SciencesTarbiat Modares UniversityTehranIran
| | - Gordon A. Ferns
- Brighton & Sussex Medical SchoolDivision of Medical EducationSussexUK
| | - Amir Avan
- Metabolic Syndrome Research CenterMashhad University of Medical SciencesMashhadIran
- Basic Medical Sciences InstituteMashhad University of Medical SciencesMashhadIran
- Medical Genetics Research CenterMashhad University of Medical SciencesMashhadIran
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Dai S, Liu T, Liu YY, He Y, Liu T, Xu Z, Wang ZW, Luo F. Long Non-Coding RNAs in Lung Cancer: The Role in Tumor Microenvironment. Front Cell Dev Biol 2022; 9:795874. [PMID: 35047506 PMCID: PMC8762058 DOI: 10.3389/fcell.2021.795874] [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: 10/15/2021] [Accepted: 12/08/2021] [Indexed: 02/05/2023] Open
Abstract
The development of various therapeutic interventions, particularly immune checkpoint inhibitor therapy, have effectively induced tumor remission for patients with advanced lung cancer. However, few cancer patients can obtain significant and long-lasting therapeutic effects for the limitation of immunological nonresponse and resistance. For this case, it’s urgent to identify new biomarkers and develop therapeutic targets for future immunotherapy. Over the past decades, tumor microenvironment (TME)-related long non-coding RNAs (lncRNAs) have gradually become well known to us. A large number of existing studies have indicated that TME-related lncRNAs are one of the major factors to realize precise diagnosis and treatment of lung cancer. Herein, this paper discusses the roles of lncRNAs in TME, and the potential application of lncRNAs as biomarkers or therapeutic targets for immunotherapy in lung cancer.
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Affiliation(s)
- Shuang Dai
- Department of Medical Oncology, Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Ting Liu
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yan-Yang Liu
- Department of Medical Oncology, Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yingying He
- Oncology Department, People's Hospital of Deyang City, Deyang, China
| | - Tao Liu
- Department of Oncology, The First Affiliated Hospital of Chengdu Medical College, Chengdu Medical College, Chengdu, China
| | - Zihan Xu
- Department of Medical Oncology, Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China
| | - Zhi-Wu Wang
- Department of Chemoradiotherapy, Tangshan People's Hospital, Tangshan, China
| | - Feng Luo
- Department of Medical Oncology, Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, China
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