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Jia Z, Zhang Z, Tian Q, Wu H, Xie Y, Li A, Zhang H, Yang Z, Zhang X. Integration of transcriptomics and metabolomics reveals anlotinib-induced cytotoxicity in colon cancer cells. Gene 2021; 786:145625. [PMID: 33798683 DOI: 10.1016/j.gene.2021.145625] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 03/17/2021] [Accepted: 03/26/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Mounting evidences suggested that anlotinib exhibits effective anti-tumor activity in various cancer types, such as lung cancer, glioblastoma and medullary thyroid cancer. However, its function in colon cancer remains to be further revealed. METHODS Colon cancer cells (HCT-116) were treated with or without anlotinib. Transcript and metabolite data were generated through RNA sequencing and liquid chromatography-tandem mass spectrometry, respectively. The integrated analysis transcriptomics and metabolomics was conducted using R programs and online tools, including ClusterProfiler R program, GSEA, Prognoscan and Cytoscape. RESULTS We found that differentially expressed genes (DEGs) were mainly involved in metabolic pathways and ribosome pathway. Structural maintenance of chromosome 3 (SMC3), Topoisomerase II alpha (TOP2A) and Glycogen phosphorylase B (PYGB) are the most significant DEGs which bring poor clinical prognosis in colon cancer. The analysis of metabolomics presented that most of the differentially accumulated metabolites (DAMs) were amino acids, such as L-glutamine, DL-serine and aspartic acid. The joint analysis of DEGs and DAMs showed that they were mainly involved in protein digestion and absorption, ABC transporters, central carbon metabolism, choline metabolism and Gap junction. Anlotinib affected protein synthesis and energy supporting of colon cancer cells by regulating amino acid metabolism. CONCLUSIONS Anlotinib has a significant effect on colon cancer in both transcriptome and metabolome. Our research will provide possible targets for colon cancer treatment using anlotinib.
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Affiliation(s)
- Zhenxian Jia
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Zhi Zhang
- Affliated Tangshan Gongren Hospital, North China University of Science and Technology, Tangshan 063000, China
| | - Qinqin Tian
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Hongjiao Wu
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Yuning Xie
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Ang Li
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Hongmei Zhang
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China
| | - Zhenbang Yang
- School of Basic Medical Sciences, North China University of Science and Technology, Tangshan 063210, China
| | - Xuemei Zhang
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China; College of Life Science, North China University of Science and Technology, Tangshan 063210, China.
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Koosha S, Mohamed Z, Sinniah A, Alshawsh MA. Investigation into the Molecular Mechanisms underlying the Anti-proliferative and Anti-tumorigenesis activities of Diosmetin against HCT-116 Human Colorectal Cancer. Sci Rep 2019; 9:5148. [PMID: 30914796 PMCID: PMC6435658 DOI: 10.1038/s41598-019-41685-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2018] [Accepted: 03/08/2019] [Indexed: 01/06/2023] Open
Abstract
Diosmetin (Dis) is a bioflavonoid with cytotoxicity properties against variety of cancer cells including hepatocarcinoma, breast and colorectal (CRC) cancer. The exact mechanism by which Dis acts against CRC however, still remains unclear, hence in this study, we investigated the possible molecular mechanisms of Dis in CRC cell line, HCT-116. Here, we monitored the viability of HCT-116 cells in the presence of Dis and investigated the underlying mechanism of Dis against HCT-116 cells at the gene and protein levels using NanoString and proteome profiler array technologies. Findings demonstrated that Dis exhibits greater cytotoxic effects towards HCT-116 CRC cells (IC50 = 3.58 ± 0.58 µg/ml) as compared to the normal colon CCD-841 cells (IC50 = 51.95 ± 0.11 µg/ml). Arrests of the cells in G2/M phase confirms the occurrence of mitotic disruption via Dis. Activation of apoptosis factors such as Fas and Bax at the gene and protein levels along with the release of Cytochrome C from mitochondria and cleavage of Caspase cascades indicate the presence of turbulence as a result of apoptosis induction in Dis-treated cells. Moreover, NF-ƙB translocation was inhibited in Dis-treated cells. Our results indicate that Dis can target HCT-116 cells through the mitotic disruption and apoptosis induction.
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Affiliation(s)
- Sanaz Koosha
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Zahurin Mohamed
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Ajantha Sinniah
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Mohammed A Alshawsh
- Department of Pharmacology, Faculty of Medicine, University of Malaya, 50603, Kuala Lumpur, Malaysia.
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Condello V, Torregrossa L, Sartori C, Denaro M, Poma AM, Piaggi P, Valerio L, Materazzi G, Elisei R, Vitti P, Basolo F. mRNA and miRNA expression profiling of follicular variant of papillary thyroid carcinoma with and without distant metastases. Mol Cell Endocrinol 2019; 479:93-102. [PMID: 30261209 DOI: 10.1016/j.mce.2018.09.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 09/14/2018] [Accepted: 09/22/2018] [Indexed: 12/19/2022]
Abstract
Follicular Variant of Papillary Thyroid Carcinoma (FVPTC) is usually associated with a good outcome. Nevertheless, in rare cases, it develops distant metastases (1-9%). Our goal was to investigate whether mRNA and miRNA expression profiles may help distinguish between metastatic versus non-metastatic FVPTCs. Twenty-four primary FVPTCs, 12 metastatic and 12 non-metastatic, with similar clinicopathological features were selected and analyzed by nanoString nCounter technology using two distinct panels for expression analysis of 740 mRNA and 798 miRNAs. Data analysis was performed using the nanoString nSolver 3.0 software. Forty-seven mRNA and 35 miRNAs were differentially expressed between the two groups. Using these mRNA and miRNAs, metastatic and non-metastatic FVPTCs were clearly divided into two distinct clusters. Our results indicate that FVPTCs with metastatic abilities have different expression profiles compared to the non-metastatic. A prospective validation is needed to evaluate the usefulness of this molecular approach in the early identification of high-risk FVPTCs.
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Affiliation(s)
- Vincenzo Condello
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, via Savi 10, 56126, Pisa, Italy
| | - Liborio Torregrossa
- Division of Surgical Pathology, University Hospital of Pisa, via Paradisa 2, 56124, Pisa, Italy
| | - Chiara Sartori
- Division of Surgical Pathology, University Hospital of Pisa, via Paradisa 2, 56124, Pisa, Italy
| | - Maria Denaro
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, via Savi 10, 56126, Pisa, Italy
| | - Anello Marcello Poma
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, via Savi 10, 56126, Pisa, Italy
| | - Paolo Piaggi
- National Institute of Diabetes and Digestive and Kidney Disease, Phoenix, AZ, USA
| | - Laura Valerio
- Department of Clinical and Experimental Medicine (Endocrine Unit), University Hospital of Pisa, via Paradisa 2, 56124, Pisa, Italy
| | - Gabriele Materazzi
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, via Savi 10, 56126, Pisa, Italy
| | - Rossella Elisei
- Department of Clinical and Experimental Medicine (Endocrine Unit), University Hospital of Pisa, via Paradisa 2, 56124, Pisa, Italy
| | - Paolo Vitti
- Department of Clinical and Experimental Medicine (Endocrine Unit), University Hospital of Pisa, via Paradisa 2, 56124, Pisa, Italy
| | - Fulvio Basolo
- Department of Surgical, Medical, Molecular Pathology and Critical Area, University Hospital of Pisa, via Savi 10, 56126, Pisa, Italy.
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RAD21 cohesin overexpression is a prognostic and predictive marker exacerbating poor prognosis in KRAS mutant colorectal carcinomas. Br J Cancer 2014; 110:1606-13. [PMID: 24548858 PMCID: PMC3960611 DOI: 10.1038/bjc.2014.31] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2013] [Revised: 12/26/2013] [Accepted: 01/07/2014] [Indexed: 12/27/2022] Open
Abstract
Background: RAD21 is a component of the cohesion complex and is integral to chromosome segregation and error-free DNA repair. RAD21 is functionally important in tumour progression but its role in colorectal carcinoma (CRC) is unclear. We therefore assessed its clinicopathological and prognostic significance in CRC, as well as its effect on chemosensitivity. Methods: A retrospective observation study examined RAD21 expression in 652 CRCs using a tissue microarray approach. Correlation with clinicopathological factors including gender, tumour grade, mucinous subtype, TNM stage, disease-specific survival (DSS), BRAF and KRAS mutation status, tumour p53 immunostaining, tumour microsatellite instability and tumour CpG island methylator phenotype was performed. Colorectal cancer cell clones with stable RAD21 knockdown were generated and tested for cellular sensitivity to conventional chemotherapeutic drugs. Results: RAD21 expression was significantly correlated with male gender (56.7% vs 43.3%, P=0.02), well-differentiated histology (14.4% vs 4.0%, P=0.0001), higher T-stage (36.1% vs 27.0%, P=0.01), presence of metastasis (18.8% vs 12.6%, P=0.03), and shorter DSS (hazard ratio (HR) 1.4, 95% CI 1.1 to 1.9, P=0.01) in both univariate and multivariate analysis. RAD21 expression was associated with shorter DSS in patients with KRAS mutant tumours (HR:2.6, 95% CI:1.4–4.3, P=0.001) and in patients receiving adjuvant chemoradiotherapy (HR:1.9, 95% CI:1.2–3.0, P=0.008). Colorectal cancer cells with RAD21 knockdown exhibited enhanced sensitivity to 5-fluorouracil, either alone or in combination with oxaliplatin. Conclusions: RAD21 expression in CRC is associated with aggressive disease especially in KRAS mutant tumours and resistance to chemoradiotherapy. RAD21 may be an important novel therapeutic target.
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Martín-Gómez L, Villalba A, Carballal MJ, Abollo E. Identification of relevant cancer related-genes in the flat oyster Ostrea edulis affected by disseminated neoplasia. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2013; 15:159-174. [PMID: 22833317 DOI: 10.1007/s10126-012-9472-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2012] [Accepted: 06/30/2012] [Indexed: 06/01/2023]
Abstract
Disseminated neoplasia (DN), an oyster disease resembling leukaemia, has been reported in a number of species of marine bivalve molluscs. The disease is characterised by a proliferation of abnormal circulating cells of unknown origin resulting in the invasion of tissues and organs, frequently with a fatal end of the affected individuals. To obtain a more comprehensive view of bivalve cancer processes, suppressive subtracted hybridisation (SSH) and quantitative RT-PCR (q-PCR) approaches were combined to investigate changes in the transcriptome of Ostrea edulis haemolymph cells associated to DN. Two SSH libraries were constructed and 587 expressed sequence tags (ESTs) were sequenced, obtaining 329 ESTs which showed expression changes in neoplastic process. Transcription expression analyses (q-PCR) were done for a total of 24 genes that could be relevant in neoplastic process, including genes with role in the regulation of cell cycle, apoptosis or chromosomal defects. Most of those genes had not been reported in association with cancer in non-vertebrate organisms. The over-expression and under-expression of some of those genes in DN-affected oysters was in agreement with observations in vertebrate cancer. The results herein reported contribute to cancer understanding in bivalve molluscs.
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Affiliation(s)
- Laura Martín-Gómez
- Centro de Investigacións Mariñas, Consellería do Medio Rural e do Mar, Xunta de Galicia, Aptdo 13, 36620 Vilanova de Arousa, Spain.
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Seo YN, Lee YJ, Lee MY. Differential gene expression by chrysotile in human bronchial epithelial cells. Anim Cells Syst (Seoul) 2012. [DOI: 10.1080/19768354.2011.628696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022] Open
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White GE, Erickson HP. The coiled coils of cohesin are conserved in animals, but not in yeast. PLoS One 2009; 4:e4674. [PMID: 19262687 PMCID: PMC2650401 DOI: 10.1371/journal.pone.0004674] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2008] [Accepted: 01/27/2009] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The SMC proteins are involved in DNA repair, chromosome condensation, and sister chromatid cohesion throughout Eukaryota. Long, anti-parallel coiled coils are a prominent feature of SMC proteins, and are thought to serve as spacer rods to provide an elongated structure and to separate domains. We reported recently that the coiled coils of mammalian condensin (SMC2/4) showed moderate sequence divergence (approximately 10-15%) consistent with their functioning as spacer rods. The coiled coils of mammalian cohesins (SMC1/3), however, were very highly constrained, with amino acid sequence divergence typically <0.5%. These coiled coils are among the most highly conserved mammalian proteins, suggesting that they make extensive contacts over their entire surface. METHODOLOGY/PRINCIPAL FINDINGS Here, we broaden our initial analysis of condensin and cohesin to include additional vertebrate and invertebrate organisms and multiple species of yeast. We found that the coiled coils of SMC1/3 are highly constrained in Drosophila and other insects, and more generally across all animal species. However, in yeast they are no more constrained than the coils of SMC2/4 and Ndc80/Nuf2p, suggesting that they are serving primarily as spacer rods. CONCLUSIONS/SIGNIFICANCE SMC1/3 functions for sister chromatid cohesion in all species. Since its coiled coils apparently serve only as spacer rods in yeast, it is likely that this is sufficient for sister chromatid cohesion in all species. This suggests an additional function in animals that constrains the sequence of the coiled coils. Several recent studies have demonstrated that cohesin has a role in gene expression in post-mitotic neurons of Drosophila, and other animal cells. Some variants of human Cornelia de Lange Syndrome involve mutations in human SMC1/3. We suggest that the role of cohesin in gene expression may involve intimate contact of the coiled coils of SMC1/3, and impose the constraint on sequence divergence.
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Affiliation(s)
- Glenn E. White
- Department of Biological and Environmental Sciences, Longwood University, Farmville, Virginia, United Kingdom
| | - Harold P. Erickson
- Department of Cell Biology, Duke University Medical Center, Durham, North Carolina, United States of America
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Sanderson ML, Hassold TJ, Carrell DT. Proteins involved in meiotic recombination: a role in male infertility? Syst Biol Reprod Med 2008; 54:57-74. [PMID: 18446647 DOI: 10.1080/19396360701881922] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Meiotic recombination results in the formation of crossovers, by which genetic information is exchanged between homologous chromosomes during prophase I of meiosis. Recombination is a complex process involving many proteins. Alterations in the genes involved in recombination may result in infertility. Molecular studies have improved our understanding of the roles and mechanisms of the proteins and protein complexes involved in recombination, some of which have function in mitotic cells as well as meiotic cells. Human gene sequencing studies have been performed for some of these genes and have provided further information on the phenotypes observed in some infertile individuals. However, further studies are needed to help elucidate the particular role(s) of a given protein and to increase our understanding of these protein systems. This review will focus on our current understanding of proteins involved in meiotic recombination from a genomic perspective, summarizing our current understanding of known mutations and single nucleotide polymorphisms that may affect male fertility by altering meiotic recombination.
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Affiliation(s)
- Matthew L Sanderson
- Department of Surgery, University of Utah School of Medicine, Salt Lake City, Utah, USA
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Ghiselli G. SMC3 knockdown triggers genomic instability and p53-dependent apoptosis in human and zebrafish cells. Mol Cancer 2006; 5:52. [PMID: 17081288 PMCID: PMC1636066 DOI: 10.1186/1476-4598-5-52] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2006] [Accepted: 11/02/2006] [Indexed: 01/08/2023] Open
Abstract
Background The structural maintenance of chromosome 3 (SMC3) protein is a constituent of a number of nuclear multimeric protein complexes that are involved in DNA recombination and repair in addition to chromosomal segregation. Overexpression of SMC3 activates a tumorigenic cascade through which mammalian cells acquire a transformed phenotype. This has led us to examine in depth how SMC3 level affects cell growth and genomic stability. In this paper the effect of SMC3 knockdown has been investigated. Results Mammalian cells that are SMC3 deficient fail to expand in a clonal population. In order to shed light on the underlying mechanism, experiments were conducted in zebrafish embryos in which cell competence to undergo apoptosis is acquired at specific stages of development and affects tissue morphogenesis. Zebrafish Smc3 is 95% identical to the human protein, is maternally contributed, and is expressed ubiquitously at all developmental stages. Antisense-mediated loss of Smc3 function leads to increased apoptosis in Smc3 expressing cells of the developing tail and notocord causing morphological malformations. The apoptosis and the ensuing phenotype can be suppressed by injection of a p53-specific MO that blocks the generation of endogenous p53 protein. Results in human cells constitutively lacking p53 or BAX, confirmed that a p53-dependent pathway mediates apoptosis in SMC3-deficient cells. A population of aneuploid cells accumulated in zebrafish embryos following Smc3-knockdown whereas in human cells the transient downregulation of SMC3 level lead to the generation of cells with amplified centrosome number. Conclusion Smc3 is required for normal embryonic development. Its deficiency affects the morphogenesis of tissues with high mitotic index by triggering an apoptotic cascade involving p53 and the downstream p53 target gene bax. Cells with low SMC3 level display centrosome abnormalities that can lead to or are the consequence of dysfunctional mitosis and/or aneuploidy. Collectively the data support the view that SMC3 deficiency affects chromosomal stability leading to the activation of p53-dependent mitotic checkpoint.
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MESH Headings
- Amino Acid Sequence
- Animals
- Animals, Genetically Modified
- Apoptosis/physiology
- Cell Cycle Proteins/genetics
- Cell Cycle Proteins/physiology
- Cells, Cultured
- Chondroitin Sulfate Proteoglycans/genetics
- Chondroitin Sulfate Proteoglycans/physiology
- Chromosomal Proteins, Non-Histone/genetics
- Chromosomal Proteins, Non-Histone/physiology
- Chromosome Mapping
- Cloning, Molecular
- Embryo, Mammalian/cytology
- Embryo, Nonmammalian/cytology
- Embryo, Nonmammalian/metabolism
- Embryonic Development/genetics
- Gene Expression Regulation, Developmental
- Genomic Instability/genetics
- HCT116 Cells
- Humans
- Molecular Sequence Data
- RNA, Messenger, Stored
- Sequence Homology, Amino Acid
- Transfection
- Tumor Suppressor Protein p53/metabolism
- Zebrafish/genetics
- Zygote/metabolism
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Affiliation(s)
- Giancarlo Ghiselli
- Department of Pathology and Cell Biology, Thomas Jefferson University, 1020 Locust Street, Philadelphia, PA 19107, USA.
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