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Pyatnitskiy MA, Poverennaya EV. Transcript-Level Biomarkers of Early Lung Carcinogenesis in Bronchial Lesions. Cancers (Basel) 2024; 16:2260. [PMID: 38927965 PMCID: PMC11202239 DOI: 10.3390/cancers16122260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 06/09/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Premalignant lesions within the bronchial epithelium signify the initial phases of squamous cell lung carcinoma, posing challenges for detection via conventional methods. Instead of focusing solely on gene expression, in this study, we explore transcriptomic alterations linked to lesion progression, with an emphasis on protein-coding transcripts. We reanalyzed a publicly available RNA-Seq dataset on airway epithelial cells from 82 smokers with and without premalignant lesions. Transcript and gene abundance were quantified using kallisto, while differential expression and transcript usage analysis was performed utilizing sleuth and RATs packages. Functional characterization involved overrepresentation analysis via clusterProfiler, weighted coexpression network analysis (WGCNA), and network analysis via Enrichr-KG. We detected 5906 differentially expressed transcripts and 4626 genes, exhibiting significant enrichment within pathways associated with oxidative phosphorylation and mitochondrial function. Remarkably, transcript-level WGCNA revealed a single module correlated with dysplasia status, notably enriched in cilium-related biological processes. Notable hub transcripts included RABL2B (ENST00000395590), DNAH1 (ENST00000420323), EFHC1 (ENST00000635996), and VWA3A (ENST00000563389) along with transcription factors such as FOXJ1 and ZNF474 as potential regulators. Our findings underscore the value of transcript-level analysis in uncovering novel insights into premalignant bronchial lesion biology, including identification of potential biomarkers associated with early lung carcinogenesis.
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Affiliation(s)
- Mikhail A. Pyatnitskiy
- Institute of Biomedical Chemistry, Moscow 119121, Russia;
- National Research University Higher School of Economics, Moscow 101000, Russia
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Herranz-Pérez V, Nakatani J, Ishii M, Katada T, García-Verdugo JM, Ohata S. Ependymoma associated protein Zfta is expressed in immature ependymal cells but is not essential for ependymal development in mice. Sci Rep 2022; 12:1493. [PMID: 35087169 PMCID: PMC8795269 DOI: 10.1038/s41598-022-05526-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 01/14/2022] [Indexed: 12/14/2022] Open
Abstract
The fusion protein of uncharacterised zinc finger translocation associated (ZFTA) and effector transcription factor of tumorigenic NF-κB signalling, RELA (ZFTA-RELA), is expressed in more than two-thirds of supratentorial ependymoma (ST-EPN-RELA), but ZFTA's expression profile and functional analysis in multiciliated ependymal (E1) cells have not been examined. Here, we showed the mRNA expression of mouse Zfta peaks on embryonic day (E) 17.5 in the wholemount of the lateral walls of the lateral ventricle. Zfta was expressed in the nuclei of FoxJ1-positive immature E1 (pre-E1) cells in E18.5 mouse embryonic brain. Interestingly, the transcription factors promoting ciliogenesis (ciliary TFs) (e.g., multicilin) and ZFTA-RELA upregulated luciferase activity using a 5' upstream sequence of ZFTA in cultured cells. Zftatm1/tm1 knock-in mice did not show developmental defects or abnormal fertility. In the Zftatm1/tm1 E1 cells, morphology, gene expression, ciliary beating frequency and ependymal flow were unaffected. These results suggest that Zfta is expressed in pre-E1 cells, possibly under the control of ciliary TFs, but is not essential for ependymal development or flow. This study sheds light on the mechanism of the ZFTA-RELA expression in the pathogenesis of ST-EPN-RELA: Ciliary TFs initiate ZFTA-RELA expression in pre-E1 cells, and ZFTA-RELA enhances its own expression using positive feedback.
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Affiliation(s)
- Vicente Herranz-Pérez
- Laboratory of Comparative Neurobiology, Institute Cavanilles of Biodiversity and Evolutionary Biology, CIBERNED, University of Valencia, 46980, Paterna, Spain
- Department of Cell Biology, Functional Biology and Physical Anthropology, University of Valencia, 46100, Burjassot, Spain
| | - Jin Nakatani
- Department of Biomedical Sciences, College of Life Sciences, Ritsumeikan University, Shiga, 525-8577, Japan
| | - Masaki Ishii
- Molecular Cell Biology Laboratory, Research Institute of Pharmaceutical Sciences, Faculty of Pharmacy, Musashino University, Tokyo, 202-8585, Japan
| | - Toshiaki Katada
- Molecular Cell Biology Laboratory, Research Institute of Pharmaceutical Sciences, Faculty of Pharmacy, Musashino University, Tokyo, 202-8585, Japan
- Department of Physiological Chemistry, Graduate School of Pharmaceutical Sciences, University of Tokyo, Tokyo, 113-0033, Japan
| | - Jose Manuel García-Verdugo
- Laboratory of Comparative Neurobiology, Institute Cavanilles of Biodiversity and Evolutionary Biology, CIBERNED, University of Valencia, 46980, Paterna, Spain
- Department of Cell Biology, Functional Biology and Physical Anthropology, University of Valencia, 46100, Burjassot, Spain
| | - Shinya Ohata
- Molecular Cell Biology Laboratory, Research Institute of Pharmaceutical Sciences, Faculty of Pharmacy, Musashino University, Tokyo, 202-8585, Japan.
- Department of Physiological Chemistry, Graduate School of Pharmaceutical Sciences, University of Tokyo, Tokyo, 113-0033, Japan.
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Lorenzo-Martín LF, Menacho-Márquez M, Bustelo XR. Drug Vulnerabilities and Disease Prognosis Linked to the Stem Cell-Like Gene Expression Program Triggered by the RHO GTPase Activator VAV2 in Hyperplastic Keratinocytes and Head and Neck Cancer. Cancers (Basel) 2020; 12:cancers12092498. [PMID: 32899210 PMCID: PMC7563609 DOI: 10.3390/cancers12092498] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 08/28/2020] [Accepted: 08/31/2020] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Head and neck squamous cell carcinoma are epithelial tumors with a very poor prognosis. They are also in high need of new targeted and immune-based therapeutics to limit tumor recurrence and improve long-term survival. The poor prognosis of patients with head and neck tumors is usually associated with histological features associated with poor differentiation and high proliferative activity found in their tumor biopsies. Therefore, it is of paramount importance to identify vulnerabilities associated with such pathobiological programs. In this work, the authors utilize a stem cell-like program linked to the deregulated activity of VAV2, a protein frequently overexpressed in this type of tumors, to identify new therapeutic targets that can discriminate tumors from healthy cells. The authors also show that this gene expression program can be used to stratify patients according to long-term prognosis. Abstract We have recently shown that VAV2, a guanosine nucleotide exchange factor that catalyzes the stimulation step of RHO GTPases, is involved in a stem cell-like (SCL) regenerative proliferation program that is important for the development and subsequent maintenance of the tumorigenesis of both cutaneous (cSCC) and head and neck squamous cell carcinomas (hnSCC). In line with this, we have observed that the levels of the VAV2 mRNA and VAV2-regulated gene signatures are associated with poor prognosis in the case of human papillomavirus-negative hnSCC patients. These results suggest that the SCL program elicited by VAV2 in those cells can harbor therapeutically actionable downstream targets. We have addressed this issue using a combination of both in silico and wet-lab approaches. Here, we show that the VAV2-regulated SCL program does harbor a number of cell cycle- and signaling-related kinases that are essential for the viability of undifferentiated keratinocytes and hnSCC patient-derived cells endowed with high levels of VAV2 activity. Our results also show that the VAV2-regulated SCL gene signature is associated with poor hnSCC patient prognosis. Collectively, these data underscore the critical role of this VAV2-regulated SCL program for the viability of both preneoplastic and fully transformed keratinocytes.
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Affiliation(s)
- Luis Francisco Lorenzo-Martín
- Centro de Investigación del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain;
- Instituto de Biología Molecular y Celular del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), CSIC-University of Salamanca, 37007 Salamanca, Spain
- Correspondence: (L.F.L.-M.); (X.R.B.)
| | - Mauricio Menacho-Márquez
- Centro de Investigación del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain;
- Instituto de Biología Molecular y Celular del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), CSIC-University of Salamanca, 37007 Salamanca, Spain
| | - Xosé R. Bustelo
- Centro de Investigación del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain;
- Instituto de Biología Molecular y Celular del Cáncer, CSIC-University of Salamanca, 37007 Salamanca, Spain
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), CSIC-University of Salamanca, 37007 Salamanca, Spain
- Correspondence: (L.F.L.-M.); (X.R.B.)
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Deng Y, Wan H, Tian J, Cheng X, Rao M, Li J, Zhang H, Zhang M, Cai Y, Lu Z, Li Y, Niu S, Shen N, Chang J, Fang Z, Zhong R. CpG-methylation-based risk score predicts progression in colorectal cancer. Epigenomics 2020; 12:605-615. [DOI: 10.2217/epi-2019-0300] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Aim: To identify patients with colorectal cancer (CRC) who are at a truly higher risk of progression, which is key for individualized approaches to precision therapy. Materials & methods: We developed a predictor associated with progression-free interval (PFI) using The Cancer Genome Atlas CRC methylation data. Results: The risk score was associated with PFI in the whole cohort (p < 0.001). A nomogram consisting of the risk score and other significant clinical features was generated to predict the 3- and 5-year PFI in the whole set (area under the curve: 0.79 and 0.71, respectively). Conclusion: The risk score based on 23 DNA-methylation sites may serve as the basis for improved prediction of progression in patients with CRC in future clinical practice.
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Affiliation(s)
- Yao Deng
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Hao Wan
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Jianbo Tian
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Xiang Cheng
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430022, PR China
| | - Meilin Rao
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Jiaoyuan Li
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, PR China
| | - Hongli Zhang
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Ming Zhang
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Yimin Cai
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Zequn Lu
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Yue Li
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Siyuan Niu
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Na Shen
- Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, PR China
| | - Jiang Chang
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
| | - Zemin Fang
- Division of Cardiothoracic & Vascular Surgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology, Wuhan 430030, PR China
| | - Rong Zhong
- Department of Epidemiology & Biostatistics & Ministry of Education Key Lab of Environment & Health, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, Hubei 430030, PR China
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Abstract
Although tumours initiate from oncogenic changes in a cancer cell, subsequent tumour progression and therapeutic response depend on interactions between the cancer cells and the tumour microenvironment (TME). The primary monocilium, or cilium, provides a spatially localized platform for signalling by Hedgehog, Notch, WNT and some receptor tyrosine kinase pathways and mechanosensation. Changes in ciliation of cancer cells and/or cells of the TME during tumour development enforce asymmetric intercellular signalling in the TME. Growing evidence indicates that some oncogenic signalling pathways as well as some targeted anticancer therapies induce ciliation, while others repress it. The links between the genomic profile of cancer cells, drug treatment and ciliary signalling in the TME likely affect tumour growth and therapeutic response.
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Affiliation(s)
- Hanqing Liu
- School of Pharmacy, Jiangsu University, Jiangsu, China
| | - Anna A Kiseleva
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA, USA
- Kazan Federal University, Kazan, Russia
| | - Erica A Golemis
- Program in Molecular Therapeutics, Fox Chase Cancer Center, Philadelphia, PA, USA.
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Liu K, Fan J, Wu J. Forkhead Box Protein J1 (FOXJ1) is Overexpressed in Colorectal Cancer and Promotes Nuclear Translocation of β-Catenin in SW620 Cells. Med Sci Monit 2017; 23:856-866. [PMID: 28209947 PMCID: PMC5328203 DOI: 10.12659/msm.902906] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Background FOXJ1, which is a forkhead transcription factor, has been previously studied mostly as a ciliary transcription factor. The role of FOXJ1 in cancer progression is still elusive and controversial. In the present study, the effect of FOXJ1 in progression of colorectal cancer (CRC) was investigated. Material/Methods The pattern of FOXJ1 expression was investigated using the method of immunohistochemistry (IHC) in a tissue microarray (TMA) incorporating 50 pairs of colon cancer specimens and adjacent normal tissue. In addition, the correlation of FOXJ1 expression with clinicopathological characteristics was evaluated in the other TMA containing 208 cases of colon cancer. Moreover, the influence of regulating FOXJ1 level on the proliferation, migration, and invasion ability of colorectal cancer (CRC) cells was evaluated. Results Increased expression of FOXJ1was significantly associated with clinical stage (p<0.05), metastasis of lymph node (p<0.05), and invasion depth (p<0.001) in colon cancer, suggesting FOXJ1 is a tumor promoter in CRC. Consistently, FOXJ1 overexpression significantly enhanced the proliferation, migration, and invasion of CRC cells, while silencing of FOXJ1 induced the opposite effect. Furthermore, up-regulation of FOXJ1 in SW620 cells markedly inhibited the level of truncated APC and the phosphorylation of β-catenin, while the level of cyclinD1 was decreased. In addition, overexpression of FOXJ1 significantly promoted nuclear translocation of β-catenin in SW620 cells. Conclusions These findings demonstrate that increased FOXJ1 contributes to the progression of CRC, which might be associated with the promotion effect of β-catenin nuclear translocation. FOXJ1 may be a novel therapeutic target in CRC.
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Affiliation(s)
- Kuiliang Liu
- Department of Gastroenterology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China (mainland)
| | - Jianghao Fan
- Department of Gastroenterology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China (mainland)
| | - Jing Wu
- Department of Gastroenterology, Beijing Shijitan Hospital, Capital Medical University, Beijing, China (mainland)
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Walentek P, Quigley IK. What we can learn from a tadpole about ciliopathies and airway diseases: Using systems biology in Xenopus to study cilia and mucociliary epithelia. Genesis 2017; 55:10.1002/dvg.23001. [PMID: 28095645 PMCID: PMC5276738 DOI: 10.1002/dvg.23001] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 11/14/2016] [Accepted: 11/16/2016] [Indexed: 12/11/2022]
Abstract
Over the past years, the Xenopus embryo has emerged as an incredibly useful model organism for studying the formation and function of cilia and ciliated epithelia in vivo. This has led to a variety of findings elucidating the molecular mechanisms of ciliated cell specification, basal body biogenesis, cilia assembly, and ciliary motility. These findings also revealed the deep functional conservation of signaling, transcriptional, post-transcriptional, and protein networks employed in the formation and function of vertebrate ciliated cells. Therefore, Xenopus research can contribute crucial insights not only into developmental and cell biology, but also into the molecular mechanisms underlying cilia related diseases (ciliopathies) as well as diseases affecting the ciliated epithelium of the respiratory tract in humans (e.g., chronic lung diseases). Additionally, systems biology approaches including transcriptomics, genomics, and proteomics have been rapidly adapted for use in Xenopus, and broaden the applications for current and future translational biomedical research. This review aims to present the advantages of using Xenopus for cilia research, highlight some of the evolutionarily conserved key concepts and mechanisms of ciliated cell biology that were elucidated using the Xenopus model, and describe the potential for Xenopus research to address unresolved questions regarding the molecular mechanisms of ciliopathies and airway diseases.
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Affiliation(s)
- Peter Walentek
- Department of Molecular and Cell Biology; Genetics, Genomics and Development Division; Developmental and Regenerative Biology Group; University of California, Berkeley, CA 94720, USA
| | - Ian K. Quigley
- Salk Institute for Biological Studies, La Jolla, CA 92037, USA
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Distinct patterns of primary and motile cilia in Rathke's cleft cysts and craniopharyngioma subtypes. Mod Pathol 2016; 29:1446-1459. [PMID: 27562488 PMCID: PMC5442446 DOI: 10.1038/modpathol.2016.153] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 07/13/2016] [Accepted: 07/13/2016] [Indexed: 01/20/2023]
Abstract
Cilia are highly conserved organelles, which serve critical roles in development and physiology. Motile cilia are expressed in a limited range of tissues, where they principally regulate local extracellular fluid dynamics. In contrast, primary cilia are expressed by many vertebrate cell types during interphase, and are intimately involved in the cell cycle and signal transduction. Notably, primary cilia are essential for vertebrate hedgehog pathway activity. Improved detection of motile cilia may assist in the diagnosis of some pathologic entities such as Rathke's cleft cysts, whereas characterizing primary cilia in neoplastic tissues may implicate cilia-dependent signaling pathways as critical for tumorigenesis. We show that immunohistochemistry for the nuclear transcription factor FOXJ1, a master regulator of motile ciliogenesis, robustly labels the motile ciliated epithelium of Rathke's cleft cysts. FOXJ1 expression discriminates Rathke's cleft cysts from entities in the sellar/suprasellar region with overlapping histologic features such as craniopharyngiomas. Co-immunohistochemistry for FOXJ1 and markers that highlight motile cilia such as acetylated tubulin (TUBA4A) and the small GTPase ARL13B further enhance the ability to identify diagnostic epithelial cells. In addition to highlighting motile cilia, ARL13B immunohistochemistry also robustly highlights primary cilia in formalin-fixed paraffin-embedded sections. Primary cilia are present throughout the neoplastic epithelium of adamantinomatous craniopharyngioma, but are limited to basally oriented cells near the fibrovascular stroma in papillary craniopharyngioma. Consistent with this differing pattern of primary ciliation, adamantinomatous craniopharyngiomas express significantly higher levels of SHH, and downstream targets such as PTCH1 and GLI2, compared with papillary craniopharyngiomas. In conclusion, motile ciliated epithelium can be readily identified using immunohistochemistry for FOXJ1, TUBA4A, and ARL13B, facilitating the diagnosis of Rathke's cleft cysts. Primary cilia can be identified by ARL13B immunohistochemistry in routine pathology specimens. The widespread presence of primary cilia in adamantinomatous craniopharyngioma implicates cilia-dependent hedgehog signaling in the pathogenesis of adamantinomatous craniopharyngioma.
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