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Ivanov MV, Kopeykina AS, Gorshkov MV. Reanalysis of DIA Data Demonstrates the Capabilities of MS/MS-Free Proteomics to Reveal New Biological Insights in Disease-Related Samples. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:1775-1785. [PMID: 38938158 DOI: 10.1021/jasms.4c00134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/29/2024]
Abstract
Data-independent acquisition (DIA) at the shortened data acquisition time is becoming a method of choice for quantitative proteomic applications requiring high throughput analysis of large cohorts of samples. With the advent of the combination of high resolution mass spectrometry with an asymmetric track lossless analyzer, these DIA capabilities were further extended with the recent demonstration of quantitative analyses at the speed of up to hundreds of samples per day. In particular, the proteomic data for the brain samples related to multiple system atrophy disease were acquired using 7 and 28 min chromatography gradients (Guzman et al., Nat. Biotech. 2024). In this work, we applied the recently introduced DirectMS1 method to reanalysis of these data using only MS1 spectra. Both DirectMS1 and DIA results were matched against long gradient DDA analysis from the earlier study of the same sample cohort. While the quantitation efficiency of DirectMS1 was comparable with DIA on the same data sets, we found an additional five proteins of biological significance relevant to the analyzed tissue samples. Among the findings, DirectMS1 was able to detect decreased caspase activity for Vimentin protein in the multiple system atrophy samples missed by the MS/MS-based quantitation methods. Our study suggests that DirectMS1 can be an efficient MS1-only addition to the analysis of DIA data in high-throughput quantitative proteomic studies.
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Affiliation(s)
- Mark V Ivanov
- V. L. Talrose Institute for Energy Problems of Chemical Physics, N. N. Semenov Federal Research Center of Chemical Physics, Russian Academy of Sciences, Moscow 119334, Russia
| | - Anna S Kopeykina
- V. L. Talrose Institute for Energy Problems of Chemical Physics, N. N. Semenov Federal Research Center of Chemical Physics, Russian Academy of Sciences, Moscow 119334, Russia
| | - Mikhail V Gorshkov
- V. L. Talrose Institute for Energy Problems of Chemical Physics, N. N. Semenov Federal Research Center of Chemical Physics, Russian Academy of Sciences, Moscow 119334, Russia
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De A, Lattier JM, Morales JE, Kelly JR, Zheng X, Chen Z, Sebastian S, Nassiri Toosi Z, Huse JT, Lang FF, McCarty JH. Glial Cell Adhesion Molecule (GlialCAM) Determines Proliferative versus Invasive Cell States in Glioblastoma. J Neurosci 2023; 43:8043-8057. [PMID: 37722850 PMCID: PMC10669794 DOI: 10.1523/jneurosci.1401-23.2023] [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: 08/01/2023] [Revised: 09/08/2023] [Accepted: 09/13/2023] [Indexed: 09/20/2023] Open
Abstract
The malignant brain cancer glioblastoma (GBM) contains groups of highly invasive cells that drive tumor progression as well as recurrence after surgery and chemotherapy. The molecular mechanisms that enable these GBM cells to exit the primary mass and disperse throughout the brain remain largely unknown. Here we report using human tumor specimens and primary spheroids from male and female patients that glial cell adhesion molecule (GlialCAM), which has normal roles in brain astrocytes and is mutated in the developmental brain disorder megalencephalic leukoencephalopathy with subcortical cysts (MLC), is differentially expressed in subpopulations of GBM cells. High levels of GlialCAM promote cell-cell adhesion and a proliferative GBM cell state in the tumor core. In contrast, GBM cells with low levels of GlialCAM display diminished proliferation and enhanced invasion into the surrounding brain parenchyma. RNAi-mediated inhibition of GlialCAM expression leads to activation of proinvasive extracellular matrix adhesion and signaling pathways. Profiling GlialCAM-regulated genes combined with cross-referencing to single-cell transcriptomic datasets validates functional links among GlialCAM, Mlc1, and aquaporin-4 in the invasive cell state. Collectively, these results reveal an important adhesion and signaling axis comprised of GlialCAM and associated proteins including Mlc1 and aquaporin-4 that is critical for control of GBM cell proliferation and invasion status in the brain cancer microenvironment.SIGNIFICANCE STATEMENT Glioblastoma (GBM) contains heterogeneous populations of cells that coordinately drive proliferation and invasion. We have discovered that glial cell adhesion molecule (GlialCAM)/hepatocyte cell adhesion molecule (HepaCAM) is highly expressed in proliferative GBM cells within the tumor core. In contrast, GBM cells with low levels of GlialCAM robustly invade into surrounding brain tissue along blood vessels and white matter. Quantitative RNA sequencing identifies various GlialCAM-regulated genes with functions in cell-cell adhesion and signaling. These data reveal that GlialCAM and associated signaling partners, including Mlc1 and aquaporin-4, are key factors that determine proliferative and invasive cell states in GBM.
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Affiliation(s)
- Arpan De
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - John M Lattier
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - John E Morales
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Jack R Kelly
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Xiaofeng Zheng
- Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Zhihua Chen
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Sumod Sebastian
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Zahra Nassiri Toosi
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Jason T Huse
- Department of Pathology, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Frederick F Lang
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
| | - Joseph H McCarty
- Department of Neurosurgery, MD Anderson Cancer Center, The University of Texas, Houston, Texas 77030
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He Z, Gao Y, Li T, Yu C, Ou L, Luo C. HepaCAM‑PIK3CA axis regulates the reprogramming of glutamine metabolism to inhibit prostate cancer cell proliferation. Int J Oncol 2022; 60:37. [PMID: 35191516 PMCID: PMC8878713 DOI: 10.3892/ijo.2022.5327] [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: 08/20/2021] [Accepted: 02/09/2022] [Indexed: 12/24/2022] Open
Abstract
Energy metabolism reprogramming is becoming an increasingly important hallmark of cancer. Specifically, cancers tend to undergo metabolic reprogramming to upregulate a cell-dependent glutamine (Gln) metabolism. Notably, hepatocellular cell adhesion molecule (HepaCAM) has been previously reported to serve a key role as a tumour suppressor. However, the possible regulatory role of HepaCAM in Gln metabolism in prostate cancer (PCa) remains poorly understood. In the present study, bioinformatics analysis predicted a significant negative correlation among the expression of HepaCAM, phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit α (PIK3CA), glutaminase (GLS) and solute carrier family 1 member 5 (SLC1A5), components of Gln metabolism, in clinical and genomic datasets. Immunohistochemistry results verified a negative correlation between HepaCAM and PIK3CA expression in PCa tissues. Subsequently, liquid chromatography-tandem mass spectrometry (LC-MS/MS) and gas chromatography-mass spectrometry (GC-MS) assays were performed, and the results revealed markedly reduced levels of Gln and metabolic flux in the blood samples of patients with PCa and in PCa cells. Mechanistically, overexpression of HepaCAM inhibited Gln metabolism and proliferation by regulating PIK3CA in PCa cells. In addition, Gln metabolism was discovered to be stress-resistant in PCa cells, since the expression levels of GLS and SLC1A5 remained high for a period of time after Gln starvation. However, overexpression of HepaCAM reversed this resistance to some extent. Additionally, alpelisib, a specific inhibitor of PIK3CA, effectively potentiated the inhibitory effects of HepaCAM overexpression on Gln metabolism and cell proliferation through mass spectrometry and CCK-8 experiments. In addition, the inhibitory effect of PIK3CA on the growth of tumor tissue in nude mice was also confirmed by immunohistochemistry in vivo. To conclude, the results from the present study revealed an abnormal Gln metabolic profile in the blood samples of patients with PCa, suggesting that it can be applied as a clinical diagnostic tool for PCa. Additionally, a key role of the HepaCAM/PIK3CA axis in regulating Gln metabolism, cell proliferation and tumour growth was identified. The combination of alpelisib treatment with the upregulation of HepaCAM expression may serve as a novel method for treating patients with PCa.
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Affiliation(s)
- Zhenting He
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, P.R. China
| | - Yingying Gao
- Department of Laboratory Diagnosis, People's Hospital of Chongqing Banan District, Chongqing 401320, P.R. China
| | - Ting Li
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, P.R. China
| | - Chaowen Yu
- Center for Clinical Molecular Medicine, Children's Hospital of Chongqing Medical University, Chongqing 400014, P.R. China
| | - Liping Ou
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, P.R. China
| | - Chunli Luo
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, P.R. China
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Fang ZX, Niu JJ, Liu PG, Lin Y. Genome-wide long noncoding RNA and mRNA expression profiles demonstrate associations between exposure to inorganic elements and the risk of developing hepatocellular carcinoma. BMC Med Genomics 2021; 14:85. [PMID: 33736645 PMCID: PMC7977256 DOI: 10.1186/s12920-021-00927-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 02/28/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Long noncoding RNAs (lncRNAs) are closely associated with the development of hepatocellular carcinoma (HCC). The present study conducted a genome-wide microarray analysis and qPCR validation to obtain comprehensive insights into this issue. METHODS Thirty male HCC patients with chronic HBV infection were included in the present study. Primary HCC tissue and normal tissue were collected. Double-stranded complementary DNA synthesized from 10 pairs of samples was labeled and hybridized to a microarray chip. Further analyses, such as hierarchical clustering, gene ontology (GO) and pathway analyses, were performed. In addition, qPCR validation was performed on tissue samples and additional serum samples. RESULTS The microarray analysis identified 946 upregulated and 571 downregulated lncRNAs and 1720 upregulated and 1106 downregulated mRNAs. Among these RNAs, ENST00000583827.1 (fold change: 21) and uc010isf.1 (fold change: 18) were the most over- and underexpressed lncRNAs in the HCC tissues, respectively. For the mRNAs, KIF20A (fold change: 26) and HEPACAM (fold change: 50) were the most over- and underexpressed in the HCC tissues, respectively. The GO analysis demonstrated that the most differentially expressed mRNAs were related to the response of metal ions. The pathway analysis also suggested that the most enriched pathway was mineral absorption. CONCLUSIONS The subsequent qPCR validation exhibited high consistency with the microarray analysis, except for three lncRNAs. The qPCR analysis also demonstrated that TCONS_00008984 had a 767-fold overexpression level in HCC tissues when compared with normal tissues, and this finding was confirmed in the serum samples; therefore, TCONS_00008984 has the potential to serve as a diagnostic marker or prognostic indicator. The GO and pathway analyses indicated that exposure to inorganic elements may be involved in HCC risk.
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Affiliation(s)
- Zan-Xi Fang
- Center of Clinical Laboratory, Zhongshan Hospital, School of Medicine, Xiamen University, 209 Hubin South Road, Xiamen, 361004, Fujian Province, China
| | - Jian-Jun Niu
- Center of Clinical Laboratory, Zhongshan Hospital, School of Medicine, Xiamen University, 209 Hubin South Road, Xiamen, 361004, Fujian Province, China
- Fujian Provincial Key Laboratory of Chronic Liver Disease and Hepatocellular Carcinoma, Xiamen, China
| | - Ping-Guo Liu
- Department of Hepatobiliary Surgery, Zhongshan Hospital, Medical College of Xiamen University, Xiamen, China
- Fujian Provincial Key Laboratory of Chronic Liver Disease and Hepatocellular Carcinoma, Xiamen, China
| | - Yong Lin
- Center of Clinical Laboratory, Zhongshan Hospital, School of Medicine, Xiamen University, 209 Hubin South Road, Xiamen, 361004, Fujian Province, China.
- Institute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, China.
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Bernal C, Silvano M, Tapponnier Y, Anand S, Angulo C, Ruiz i Altaba A. Functional Pro-metastatic Heterogeneity Revealed by Spiked-scRNAseq Is Shaped by Cancer Cell Interactions and Restricted by VSIG1. Cell Rep 2020; 33:108372. [PMID: 33176137 DOI: 10.1016/j.celrep.2020.108372] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 06/26/2020] [Accepted: 10/20/2020] [Indexed: 02/06/2023] Open
Abstract
How cells with metastatic potential, or pro-metastatic states, arise within heterogeneous primary tumors remains unclear. Here, we have used one index primary colon cancer to develop spiked-scRNAseq to link omics-defined single-cell clusters with cell behavior. Using spiked-scRNAseq we uncover cell populations with differential metastatic potential in which pro-metastatic states are correlated with the expression of signaling and vesicle-trafficking genes. Analyzing such heterogeneity, we define an anti-metastatic, non-cell-autonomous interaction originating from non-/low-metastatic cells, and identify membrane VSIG1 as a critical mediator of this interaction. VSIG1 acts to restrict the development of pro-metastatic states autonomously and non-cell autonomously, in part by inhibiting YAP/TAZ-TEAD signaling. As VSIG1 re-expression is able to reduce metastatic behavior from multiple colon cancer cell types, the regulation of VSIG1 or its effectors opens new interventional opportunities. In general, we propose that crosstalk between cancer cells, including the action of VSIG1, dynamically defines the degree of pro-metastatic intra-tumoral heterogeneity.
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Affiliation(s)
- Carolina Bernal
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland
| | - Marianna Silvano
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland
| | - Yann Tapponnier
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland
| | - Santosh Anand
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland
| | - Cecilia Angulo
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland
| | - Ariel Ruiz i Altaba
- Department of Genetic Medicine and Development, Faculty of Medicine, University of Geneva, CH-1211 Geneva, Switzerland.
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Li T, Liu N, Gao Y, Quan Z, Hao Y, Yu C, Li L, Yuan M, Niu L, Luo C, Wu X. Long noncoding RNA HOTAIR regulates the invasion and metastasis of prostate cancer by targeting hepaCAM. Br J Cancer 2020; 124:247-258. [PMID: 33024272 PMCID: PMC7782544 DOI: 10.1038/s41416-020-01091-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/15/2020] [Accepted: 08/27/2020] [Indexed: 12/16/2022] Open
Abstract
Background The role of HOX transcript antisense RNA (HOTAIR) has been proven to be important in tumorigenesis. However, how this molecule promotes metastasis and invasion in PCa is still unclear. Methods The relationship between HOTAIR and hepatocellular adhesion molecule (hepaCAM) in PCa was identified by immunohistochemistry, immunofluorescence, plasmid transfection, quantitative real-time PCR and immunoblotting. The regulatory effects of HOTAIR on hepaCAM and MAPK signalling and their key roles in PCa metastasis were investigated in vitro. Results The expression of HOTAIR was inversely correlated with hepaCAM in the blood and tissue of PCa patients. Here, hepaCAM was identified as a novel target gene of HOTAIR and was critical for the invasiveness of PCa. HOTAIR recruited PRC2 to the hepaCAM promoter, resulting in high levels of H3K27me3 and the absence of hepaCAM with an abnormally activated MAPK pathway. Both HOTAIR depletion and EZH2 inhibition could induce hepaCAM re-expression with inhibitory MAPK signalling and decrease the invasive and metastatic capabilities of PCa cells. Conclusions This study demonstrates that HOTAIR promotes invasion and metastasis of PCa by decreasing the inhibitory effect of hepaCAM on MAPK signalling. Therefore, the HOTAIR/hepaCAM/MAPK axis may provide a new avenue towards therapeutic strategies and prognostic indicators for advanced prostate cancer.
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Affiliation(s)
- Ting Li
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China
| | - Nanjing Liu
- Center for Clinical Molecular Medicine; Chongqing Key Laboratory of Pediatrics; Ministry of Education Key Laboratory of Child Development and Disorders; National Clinical Research Center for Child Health and Disorders; China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, 400016, Chongqing, China
| | - Yingying Gao
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China
| | - Zhen Quan
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, 400016, Chongqing, China
| | - Yanni Hao
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China
| | - Chaowen Yu
- Center for Clinical Molecular Medicine; Chongqing Key Laboratory of Pediatrics; Ministry of Education Key Laboratory of Child Development and Disorders; National Clinical Research Center for Child Health and Disorders; China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, 400016, Chongqing, China
| | - Luo Li
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China
| | - Mengjuan Yuan
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, 400016, Chongqing, China
| | - Lingfang Niu
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China
| | - Chunli Luo
- Key Laboratory of Laboratory Medical Diagnostics, Ministry of Education, Chongqing Medical University, 400016, Chongqing, China.
| | - Xiaohou Wu
- Department of Urology, The First Affiliated Hospital of Chongqing Medical University, 400016, Chongqing, China.
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Poluan RH, Sudigyo D, Rahmawati G, Setiasari DW, Sesotyosari SL, Wardana T, Astuti I, Heriyanto DS, Indrasari SR, Herawati C, Afiahayati , Haryana SM. Transcriptome Related to Avoiding Immune Destruction in Nasopharyngeal Cancer in Indonesian Patients Using Next-Generation Sequencing. Asian Pac J Cancer Prev 2020; 21:2593-2601. [PMID: 32986357 PMCID: PMC7779461 DOI: 10.31557/apjcp.2020.21.9.2593] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Indexed: 12/24/2022] Open
Abstract
Objective: This study aims to obtain the transcriptomes profile associated with avoiding immune destruction from nasopharyngeal cancer patients in Indonesia using next-generation sequencing. Methods: The samples are divided into two types of samples; 1) biopsy of nasopharyngeal cancer tissue samples, 2) brushing tissue of people without nasopharyngeal cancer as control samples. The sequencing results were mapped (HISAT2) and quantified (HTSeq) for differential expression analysis using edgeR software. Transcripts data analyzed with Pantherdb and DAVID software to find genes related to the immune system and pathways related to immune destruction by cancer. Results: The differential expression results show that 2,046 genes that have a significant differential expression. The 90 genes expression has down-regulated and 1,956 genes expression up-regulated, there are 20 genes related to the immune system. The 20 genes related to the immune system by analyzing lionproject.net that directly related to hallmark avoiding immune destruction that genes are CXCL9/10/11. The gene expression of CXCL9/10/11 regulates PD-L1 expressions via the Jak/STAT signaling pathway. The interaction between the extracellular domain PD-1 and PD-L1 in cancer cells have avoiding immune destruction. Conclusion: The results of this study suggest that the gene expression of CXCL9/10/11 have up-regulated is related to avoiding immune destruction that can use as an early detection biomarker of nasopharyngeal cancer in Indonesian patients.
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Affiliation(s)
- Risky Hiskia Poluan
- Study Program of Biotechnology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Digdo Sudigyo
- Study Program of Biotechnology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Gisti Rahmawati
- Study Program of Biotechnology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | | | | | - Tirta Wardana
- Universitas Jenderal Soedirman, Central Java, Indonesia
| | - Indwiani Astuti
- Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Didik Setyo Heriyanto
- Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Sagung Rai Indrasari
- Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | | | - - Afiahayati
- Department of Computer Science and Electronics, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Sofia Mubarika Haryana
- Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
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A potential prognostic prediction model of colon adenocarcinoma with recurrence based on prognostic lncRNA signatures. Hum Genomics 2020; 14:24. [PMID: 32522293 PMCID: PMC7288433 DOI: 10.1186/s40246-020-00270-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Accepted: 05/13/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Colon adenocarcinoma (COAD) is one of the common gastrointestinal malignant diseases, with high mortality rate and poor prognosis due to delayed diagnosis. This study aimed to construct a prognostic prediction model for patients with colon adenocarcinoma (COAD) recurrence. METHODS Differently expressed RNAs (DERs) between recurrence and non-recurrence COAD samples were identified based on expression profile data from the NCBI Gene Expression Omnibus (GEO) repository and The Cancer Genome Atlas (TCGA) database. Then, recurrent COAD discriminating classifier was established using SMV-RFE algorithm, and receiver operating characteristic curve was used to assess the predictive power of classifier. Furthermore, the prognostic prediction model was constructed based on univariate and multivariate Cox regression analysis, and Kaplan-Meier survival curve analysis was used to estimate this model. Furthermore, the co-expression network of DElncRNAs and DEmRNAs was constructed followed by GO and KEGG pathway enrichment analysis. RESULTS A total of 54 optimized signature DElncRNAs were screened and SMV classifier was constructed, which presented a high accuracy to distinguish recurrence and non-recurrence COAD samples. Furthermore, six independent prognostic lncRNAs signatures (LINC00852, ZNF667-AS1, FOXP1-IT1, LINC01560, TAF1A-AS1, and LINC00174) in COAD patients with recurrence were screened, and the prognostic prediction model for recurrent COAD was constructed, which possessed a relative satisfying predicted ability both in the training dataset and validation dataset. Furthermore, the DEmRNAs in the co-expression network were mainly enriched in glycan biosynthesis, cardiac muscle contraction, and colorectal cancer. CONCLUSIONS Our study revealed that six lncRNA signatures acted as an independent prognostic biomarker for patients with COAD recurrence.
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Deng Q, Luo L, Quan Z, Liu N, Du Z, Sun W, Luo C, Wu X. HepaCAM inhibits cell proliferation and invasion in prostate cancer by suppressing nuclear translocation of the androgen receptor via its cytoplasmic domain. Mol Med Rep 2019; 19:2115-2124. [PMID: 30664187 PMCID: PMC6390061 DOI: 10.3892/mmr.2019.9841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 12/12/2018] [Indexed: 12/04/2022] Open
Abstract
Hepatocyte cell adhesion molecule (HepaCAM) is a tumour suppressor. However, the mechanism of HepaCAM function in prostate cancer (PCa) remains unknown. In the present study, HepaCAM, androgen receptor (AR) and Ran were analysed in 46 PCa tissue samples using immunohistochemistry. Subsequently, the influence of HepaCAM and its cytoplasmic domain on cell proliferation, migration, and invasion, and associated proteins was examined using MTT, wound healing, Transwell and western blotting assays, respectively. Furthermore, nuclear translocation of AR and Ran was analysed using immunofluorescence and Western blot assays. The results demonstrated that HepaCAM expression was reduced in PCa, and there was an association between downregulation of HepaCAM and changes in the distribution of AR and Ran. Furthermore, HepaCAM, specifically the cytoplasmic domain, was involved in cell proliferation, migration and invasion. Nuclear translocation of AR was dependent on HepaCAM and its cytoplasmic domain. Additionally, HepaCAM suppression of the nuclear translocation of AR occurred via Ran. The results suggest that HepaCAM and its cytoplasmic domain suppress the nuclear translocation of AR via Ran in PCa. The cytoplasmic domain of HepaCAM may serve as a novel target for therapy in PCa.
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Affiliation(s)
- Qingfu Deng
- Department of Urology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, P.R. China
| | - Li Luo
- Key Laboratory of Diagnostics Medicine Designated by The Ministry of Education, Chongqing Medical University, Chongqing 400042, P.R. China
| | - Zhen Quan
- Department of Urology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, P.R. China
| | - Nanjing Liu
- Key Laboratory of Diagnostics Medicine Designated by The Ministry of Education, Chongqing Medical University, Chongqing 400042, P.R. China
| | - Zhongbo Du
- Department of Urology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, P.R. China
| | - Wei Sun
- Department of Urology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, P.R. China
| | - Chunli Luo
- Key Laboratory of Diagnostics Medicine Designated by The Ministry of Education, Chongqing Medical University, Chongqing 400042, P.R. China
| | - Xiaohou Wu
- Department of Urology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400042, P.R. China
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Zhou Y, Li R, Yu H, Wang R, Shen Z. microRNA-130a is an oncomir suppressing the expression of CRMP4 in gastric cancer. Onco Targets Ther 2017; 10:3893-3905. [PMID: 28831264 PMCID: PMC5548272 DOI: 10.2147/ott.s139443] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Gastric cancer is one of the most common causes of death worldwide, although its incidence has steadily declined in recent years. There is strong evidence that aberrantly expressed microRNAs (miRNAs) are involved in gastric cancer tumorigenesis. Furthermore, CRMP4 is closely associated with the occurrence and development of gastric cancer, and our predictions suggest that miR-130a, which can promote gastric cancer tumorigenesis, is a potential CRMP4 regulator. In this study, we investigated the expression of CRMP4 and miR-130a in human gastric cancer cell lines by quantitative reverse transcription polymerase chain reaction (qRT-PCR) and Western blot (WB) examination and direct interactions between miR-130a and CRMP4 by dual-luciferase reporter assay. We also evaluated the biological roles of miR-130a and CRMP4 in gastric cancer cells by flow cytometry, MTT assay, soft agar colony formation assay, and Transwell tests and confirmed CRMP4 function in vivo, using a tumor xenograft model. Our results demonstrated that CRMP4 expression was significantly decreased at both the gene and protein levels, while miR-130a expression was notably increased, in five human gastric cancer cell lines compared with human gastric epithelial cells. Dual-luciferase reporter assays indicated that CRMP4 was the direct target of miR-130a. Moreover, an inverse regulatory relationship between miR-130a and CRMP4 was verified by qRT-PCR and WB, and overexpression of miR-130a in BGC823 cells enhanced apoptosis and cell proliferation, arrested the cell cycle in G0/G1, and facilitated cell colony formation, invasion, migration, and adhesion, while upregulation of CRMP4 had opposite effects. Finally, the growth and weight of transplanted tumors derived from BGC823 cells in which CRMP4 was knocked down were remarkably reduced. These data indicate that miR-130a is an oncomir targeting CRMP4 and could be developed as a potential prognostic factor and a novel therapeutic target in gastric cancer.
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Affiliation(s)
- Yiran Zhou
- Department of Pharmacy, Kunming Medical University
- Yan’an Hospital Affiliated to Kunming Medical University, Kunming, People’s Republic of China
| | - Ruhong Li
- Yan’an Hospital Affiliated to Kunming Medical University, Kunming, People’s Republic of China
| | - Haidong Yu
- Yan’an Hospital Affiliated to Kunming Medical University, Kunming, People’s Republic of China
| | - Ruotian Wang
- Yan’an Hospital Affiliated to Kunming Medical University, Kunming, People’s Republic of China
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