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Korbecki J, Bosiacki M, Gutowska I, Chlubek D, Baranowska-Bosiacka I. Biosynthesis and Significance of Fatty Acids, Glycerophospholipids, and Triacylglycerol in the Processes of Glioblastoma Tumorigenesis. Cancers (Basel) 2023; 15:cancers15072183. [PMID: 37046844 PMCID: PMC10093493 DOI: 10.3390/cancers15072183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/01/2023] [Accepted: 04/03/2023] [Indexed: 04/08/2023] Open
Abstract
One area of glioblastoma research is the metabolism of tumor cells and detecting differences between tumor and healthy brain tissue metabolism. Here, we review differences in fatty acid metabolism, with a particular focus on the biosynthesis of saturated fatty acids (SFA), monounsaturated fatty acids (MUFA), and polyunsaturated fatty acids (PUFA) by fatty acid synthase (FASN), elongases, and desaturases. We also describe the significance of individual fatty acids in glioblastoma tumorigenesis, as well as the importance of glycerophospholipid and triacylglycerol synthesis in this process. Specifically, we show the significance and function of various isoforms of glycerol-3-phosphate acyltransferases (GPAT), 1-acylglycerol-3-phosphate O-acyltransferases (AGPAT), lipins, as well as enzymes involved in the synthesis of phosphatidylcholine (PC), phosphatidylethanolamine (PE), phosphatidylserine (PS), phosphatidylinositol (PI), and cardiolipin (CL). This review also highlights the involvement of diacylglycerol O-acyltransferase (DGAT) in triacylglycerol biosynthesis. Due to significant gaps in knowledge, the GEPIA database was utilized to demonstrate the significance of individual enzymes in glioblastoma tumorigenesis. Finally, we also describe the significance of lipid droplets in glioblastoma and the impact of fatty acid synthesis, particularly docosahexaenoic acid (DHA), on cell membrane fluidity and signal transduction from the epidermal growth factor receptor (EGFR).
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Affiliation(s)
- Jan Korbecki
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
- Department of Anatomy and Histology, Collegium Medicum, University of Zielona Góra, Zyty 28 Str., 65-046 Zielona Góra, Poland
| | - Mateusz Bosiacki
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
- Department of Functional Diagnostics and Physical Medicine, Faculty of Health Sciences, Pomeranian Medical University in Szczecin, Żołnierska 54 Str., 71-210 Szczecin, Poland
| | - Izabela Gutowska
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Dariusz Chlubek
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Irena Baranowska-Bosiacka
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
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Korbecki J, Rębacz-Maron E, Kupnicka P, Chlubek D, Baranowska-Bosiacka I. Synthesis and Significance of Arachidonic Acid, a Substrate for Cyclooxygenases, Lipoxygenases, and Cytochrome P450 Pathways in the Tumorigenesis of Glioblastoma Multiforme, Including a Pan-Cancer Comparative Analysis. Cancers (Basel) 2023; 15:cancers15030946. [PMID: 36765904 PMCID: PMC9913267 DOI: 10.3390/cancers15030946] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/25/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Glioblastoma multiforme (GBM) is one of the most aggressive gliomas. New and more effective therapeutic approaches are being sought based on studies of the various mechanisms of GBM tumorigenesis, including the synthesis and metabolism of arachidonic acid (ARA), an omega-6 polyunsaturated fatty acid (PUFA). PubMed, GEPIA, and the transcriptomics analysis carried out by Seifert et al. were used in writing this paper. In this paper, we discuss in detail the biosynthesis of this acid in GBM tumors, with a special focus on certain enzymes: fatty acid desaturase (FADS)1, FADS2, and elongation of long-chain fatty acids family member 5 (ELOVL5). We also discuss ARA metabolism, particularly its release from cell membrane phospholipids by phospholipase A2 (cPLA2, iPLA2, and sPLA2) and its processing by cyclooxygenases (COX-1 and COX-2), lipoxygenases (5-LOX, 12-LOX, 15-LOX-1, and 15-LOX-2), and cytochrome P450. Next, we discuss the significance of lipid mediators synthesized from ARA in GBM cancer processes, including prostaglandins (PGE2, PGD2, and 15-deoxy-Δ12,14-PGJ2 (15d-PGJ2)), thromboxane A2 (TxA2), oxo-eicosatetraenoic acids, leukotrienes (LTB4, LTC4, LTD4, and LTE4), lipoxins, and many others. These lipid mediators can increase the proliferation of GBM cancer cells, cause angiogenesis, inhibit the anti-tumor response of the immune system, and be responsible for resistance to treatment.
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Affiliation(s)
- Jan Korbecki
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Ewa Rębacz-Maron
- Department of Ecology and Anthropology, Institute of Biology, University of Szczecin, Wąska 13, 71-415 Szczecin, Poland
| | - Patrycja Kupnicka
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Dariusz Chlubek
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Irena Baranowska-Bosiacka
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
- Correspondence: ; Tel.: +48-914-661-515
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Maimó-Barceló A, Martín-Saiz L, Fernández JA, Pérez-Romero K, Garfias-Arjona S, Lara-Almúnia M, Piérola-Lopetegui J, Bestard-Escalas J, Barceló-Coblijn G. Polyunsaturated Fatty Acid-Enriched Lipid Fingerprint of Glioblastoma Proliferative Regions Is Differentially Regulated According to Glioblastoma Molecular Subtype. Int J Mol Sci 2022; 23:ijms23062949. [PMID: 35328369 PMCID: PMC8949316 DOI: 10.3390/ijms23062949] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 12/15/2022] Open
Abstract
Glioblastoma (GBM) represents one of the deadliest tumors owing to a lack of effective treatments. The adverse outcomes are worsened by high rates of treatment discontinuation, caused by the severe side effects of temozolomide (TMZ), the reference treatment. Therefore, understanding TMZ’s effects on GBM and healthy brain tissue could reveal new approaches to address chemotherapy side effects. In this context, we have previously demonstrated the membrane lipidome is highly cell type-specific and very sensitive to pathophysiological states. However, little remains known as to how membrane lipids participate in GBM onset and progression. Hence, we employed an ex vivo model to assess the impact of TMZ treatment on healthy and GBM lipidome, which was established through imaging mass spectrometry techniques. This approach revealed that bioactive lipid metabolic hubs (phosphatidylinositol and phosphatidylethanolamine plasmalogen species) were altered in healthy brain tissue treated with TMZ. To better understand these changes, we interrogated RNA expression and DNA methylation datasets of the Cancer Genome Atlas database. The results enabled GBM subtypes and patient survival to be linked with the expression of enzymes accounting for the observed lipidome, thus proving that exploring the lipid changes could reveal promising therapeutic approaches for GBM, and ways to ameliorate TMZ side effects.
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Affiliation(s)
- Albert Maimó-Barceló
- Institut d’Investigacio Sanitaria Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), 07120 Palma, Spain; (A.M.-B.); (K.P.-R.); (J.P.-L.)
- Research Unit, University Hospital Son Espases, 07120 Palma, Spain
| | - Lucía Martín-Saiz
- Department of Physical Chemistry, Faculty of Science and Technology, University of the Basque Country (UPV/EHU), Barrio Sarriena s/n, 48940 Leioa, Spain; (L.M.-S.); (J.A.F.)
| | - José A. Fernández
- Department of Physical Chemistry, Faculty of Science and Technology, University of the Basque Country (UPV/EHU), Barrio Sarriena s/n, 48940 Leioa, Spain; (L.M.-S.); (J.A.F.)
| | - Karim Pérez-Romero
- Institut d’Investigacio Sanitaria Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), 07120 Palma, Spain; (A.M.-B.); (K.P.-R.); (J.P.-L.)
- Research Unit, University Hospital Son Espases, 07120 Palma, Spain
| | - Santiago Garfias-Arjona
- Quirónsalud Medical Center, 07300 Inca, Spain;
- Son Verí Quirónsalud Hospital, Balearic Islands, 07609 Son Veri Nou, Spain
- Hospital de Llevant, 07680 Porto Cristo, Spain
| | - Mónica Lara-Almúnia
- Department of Neurosurgery, Jimenez Diaz Foundation University Hospital, Reyes Catolicos Av., No 2, 28040 Madrid, Spain;
- Ruber International Hospital, Maso St., No 38, 28034 Madrid, Spain
| | - Javier Piérola-Lopetegui
- Institut d’Investigacio Sanitaria Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), 07120 Palma, Spain; (A.M.-B.); (K.P.-R.); (J.P.-L.)
- Research Unit, University Hospital Son Espases, 07120 Palma, Spain
| | - Joan Bestard-Escalas
- Bioanalysis and Pharmacology of Bioactive Lipids Research Group, Louvain Drug Research Institute, Université Catholique de Louvain, 1200 Bruxelles, Belgium
- Correspondence: (J.B.-E.); (G.B.-C.)
| | - Gwendolyn Barceló-Coblijn
- Institut d’Investigacio Sanitaria Illes Balears (IdISBa, Health Research Institute of the Balearic Islands), 07120 Palma, Spain; (A.M.-B.); (K.P.-R.); (J.P.-L.)
- Research Unit, University Hospital Son Espases, 07120 Palma, Spain
- Correspondence: (J.B.-E.); (G.B.-C.)
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Lai B, Lai Y, Zhang Y, Zhou M, OuYang G. Survival prediction in acute myeloid leukemia using gene expression profiling. BMC Med Inform Decis Mak 2022; 22:57. [PMID: 35241089 PMCID: PMC8892720 DOI: 10.1186/s12911-022-01791-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 02/25/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Acute myeloid leukemia (AML) is a genetically heterogeneous blood disorder. AML patients are associated with a relatively poor overall survival. The objective of this study was to establish a machine learning model to accurately perform the prognosis prediction in AML patients. METHODS We first screened for prognosis-related genes using Kaplan-Meier survival analysis in The Cancer Genome Atlas dataset and validated the results in the Oregon Health & Science University dataset. With a random forest model, we built a prognostic risk score using patient's age, TP53 mutation, ELN classification and normalized 197 gene expression as predictor variable. Gene set enrichment analysis was implemented to determine the dysregulated gene sets between the high-risk and low-risk groups. Similarity Network Fusion (SNF)-based integrative clustering was performed to identify subgroups of AML patients with different clinical features. RESULTS The random forest model was deemed the best model (area under curve value, 0.75). The random forest-derived risk score exhibited significant association with shorter overall survival in AML patients. The gene sets of pantothenate and coa biosynthesis, glycerolipid metabolism, biosynthesis of unsaturated fatty acids were significantly enriched in phenotype high risk score. SNF-based integrative clustering indicated three distinct subsets of AML patients in the TCGA cohort. The cluster3 AML patients were characterized by older age, higher risk score, more frequent TP53 mutations, higher cytogenetics risk, shorter overall survival. CONCLUSIONS The random forest-based risk score offers an effective method to perform prognosis prediction for AML patients.
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Affiliation(s)
- Binbin Lai
- Department of Hematology, Ningbo First Hospital, 59 Liuting Road, Ningbo, 315000, Zhejiang Province, China
| | - Yanli Lai
- Department of Hematology, Ningbo First Hospital, 59 Liuting Road, Ningbo, 315000, Zhejiang Province, China
| | - Yanli Zhang
- Department of Hematology, Ningbo First Hospital, 59 Liuting Road, Ningbo, 315000, Zhejiang Province, China
| | - Miao Zhou
- Department of Hematology, Ningbo First Hospital, 59 Liuting Road, Ningbo, 315000, Zhejiang Province, China
| | - Guifang OuYang
- Department of Hematology, Ningbo First Hospital, 59 Liuting Road, Ningbo, 315000, Zhejiang Province, China.
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Chang L, Yin L, Zhang D, Wang C, Li G, Tan C, Zhang X, Su J. MicroRNA-221 promotes tumor progression by targeting HHIP in human glioblastoma. Transl Cancer Res 2022; 10:1073-1081. [PMID: 35116434 PMCID: PMC8799047 DOI: 10.21037/tcr-21-99] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 02/03/2021] [Indexed: 11/06/2022]
Abstract
Background MicroRNAs are found to be aberrantly expressed in multiple cancers, including glioblastoma (GBM), and microRNA-221 (miR-221) has been verified as an oncogene in various human cancers. Nevertheless, the role of miR-221 in GBM is unclear. This study aimed to investigate the miR-221 expression level in GBM and to evaluate its function and underlying mechanisms. Methods Western blotting and qPCR were used to determine the expression of human hedgehog-interacting protein (HHIP) and miR-221 levels. MiR-221-inhibited cell models were constructed, and siRNA was used for HHIP silencing. Cell proliferation was analyzed by MTT and colony formation assays and a subcutaneous xenograft model. Cell migration and invasion was analyzed by wound healing and Transwell invasion assays. A dual luciferase reporter assay system was used to clarify the relationship between miR-221 and HHIP. Results The results of this study revealed that miR-221 expression was upregulated in GBM tissues and A172, U251, as well as T98G cells, as detected by real-time PCR analysis. MTT, Transwell, and colony formation assays revealed that miR-221 knockdown could suppress GBM cells from proliferating, migrating, and invading in vitro. Moreover, animal experiments showed that tumor growth in vivo was inhibited when miR-221 expression decreased. Furthermore, HHIP was predicted and verified to be a target of miR-221 by bioinformatics analysis, and luciferase and western blot assays. In addition, HHIP silencing rescued the suppressive effect of a miR-221 inhibitor on the proliferation, migration, and invasion of GBM cells. Conclusions Our results indicated that miR-221 is upregulated in GBM and enhances tumor progression by targeting HHIP, which suggests this may be a potential therapeutic target for GBM.
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Affiliation(s)
- Liang Chang
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Lisheng Yin
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Dongzhi Zhang
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Chao Wang
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Guofu Li
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Chunlei Tan
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xuexin Zhang
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jun Su
- Department of Neurosurgery, Harbin Medical University Cancer Hospital, Harbin, China
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Targeting cPLA2α inhibits gastric cancer and augments chemotherapy efficacy via suppressing Ras/MEK/ERK and Akt/β-catenin pathways. Cancer Chemother Pharmacol 2021; 88:689-697. [PMID: 34255137 DOI: 10.1007/s00280-021-04322-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 07/05/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND Cytosolic phospholipase A2alpha (cPLA2α), an enzyme that is responsible for the hydrolysis of membrane phospholipids, is a key mediator of tumor transformation, progression and metastasis. The role of cPLA2α in gastric cancer has not been revealed. METHODS cPLA2α expression was analyzed using RT-PCR and immunohistochemistry approaches in gastric cancer patient samples (n = 26) and multiple cell lines (n = 7). cPLA2α function was studied using plasmid overexpression and siRNA knockdown approaches in SNU-1, MKN-74 and MKN-45 cell lines. The downstream effectors of cPLA2α were determined using biochemical assays. RESULTS cPLA2α upregulation is a common feature in gastric cancer patients, particularly those with metastasis. cPLA2α overexpression is sufficient to promote gastric cancer cell growth and migration, and confer chemo-resistance. cPLA2α depletion is active against gastric cancer via inhibiting growth and migration, and inducing apoptosis in gastric cancer cells. Of note, cPLA2α depletion augments efficacy of chemotherapy. Mechanistic studies confirm that cPLA2α regulates gastric cancer biological activities via mainly regulating Ras/MEK/ERK and possibly Akt/β-catenin pathways. Pearson correlation coefficient analysis also suggests a moderate positive correlation between cPLA2α and RAS in gastric cancer. CONCLUSIONS Our work demonstrates cPLA2α inhibition as a therapeutic strategy to overcome chemo-resistance and highlights the association of cPLA2α and Ras in gastric cancer.
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Huang T, Cheng SY. Targeting phospholipid metabolism for glioblastoma therapy. Neuro Oncol 2021; 23:343-344. [PMID: 33560441 DOI: 10.1093/neuonc/noaa309] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Affiliation(s)
- Tianzhi Huang
- The Ken & Ruth Davee Department of Neurology, Lou and Jean Malnati Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Simpson Querrey Institute for Epigenetics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Shi-Yuan Cheng
- The Ken & Ruth Davee Department of Neurology, Lou and Jean Malnati Brain Tumor Institute, The Robert H. Lurie Comprehensive Cancer Center, Simpson Querrey Institute for Epigenetics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Lai Y, Sheng L, Wang J, Zhou M, OuYang G. A Novel 85-Gene Expression Signature Predicts Unfavorable Prognosis in Acute Myeloid Leukemia. Technol Cancer Res Treat 2021; 20:15330338211004933. [PMID: 33784904 PMCID: PMC8020099 DOI: 10.1177/15330338211004933] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Aim: Acute myeloid leukemia (AML) is a heterogeneous disorder with complex genetic
basis and adverse prognosis. Cytogenetics risk, somatic mutations and gene
expression profiles are important prognostic factors for AML patients.
However, accurate stratification of patient prognosis remains an unsolved
problem in AML. This study was to to develop a novel gene profile to
accurately classify AML patients into subgroups with different survival
probabilities. Methods: Survival-related genes were determined by Kaplan–Meier survival analysis and
multivariate analysis using the expression and clinical data of 405 AML
patients from Oregon Health & Science University (OHSU) dataset and
validated in The Cancer Genome Atlas (TCGA) database. Feature selection was
performed by using the Least Absolute Shrinkage and Selection Operator
(LASSO) method. With the LASSO model, a prognostic 85-gene score was
established and compared with 2 known gene-expression risk scores. The
stratification of AML patients was performed by unsupervised hierarchical
clustering of 85 gene expression levels to identify clusters of AML patients
with different survival probabilities. Results: The LASSO model comprising 85 genes was considered as the optimal model based
on relatively high area under curve value (0.83) and the minimum mean
squared error. The 85-gene score was associated with increased mortality in
AML patients. Hierarchical clustering analysis of the 85 genes revealed 3
subgroups of AML patients in the OHSU dataset. The cluster1 AML patients
were associated with more female cases, higher percent of bone marrow blast
cells, 85-gene score, cytogenetics risk, more frequent FLT3-ITD,
DNMT3A, NP1 mutations, less frequent
TP53, RUNX1 mutations, poorer overall
survival than cluster2 tumors. The 85-gene score had higher AUC (0.75) than
the 5-gene risk score and LSC17 score (0.74 and 0.65). Conclusions: The 85-gene score is superior to the 2 established prognostic gene signatures
in the prediction of prognosis of AML patients.
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Affiliation(s)
- Yanli Lai
- Department of Hematology, Ningbo First Hospital, Ningbo, Zhejiang Province, China
| | - Lixia Sheng
- Department of Hematology, Ningbo First Hospital, Ningbo, Zhejiang Province, China
| | - Jiaping Wang
- Department of Hematology, Ningbo First Hospital, Ningbo, Zhejiang Province, China
| | - Miao Zhou
- Department of Hematology, Ningbo First Hospital, Ningbo, Zhejiang Province, China
| | - Guifang OuYang
- Department of Hematology, Ningbo First Hospital, Ningbo, Zhejiang Province, China
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Lai Y, OuYang G, Sheng L, Zhang Y, Lai B, Zhou M. Novel prognostic genes and subclasses of acute myeloid leukemia revealed by survival analysis of gene expression data. BMC Med Genomics 2021; 14:39. [PMID: 33536020 PMCID: PMC7860023 DOI: 10.1186/s12920-021-00888-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 01/27/2021] [Indexed: 12/20/2022] Open
Abstract
Background Acute myeloid leukemia (AML) is biologically heterogeneous diseases with adverse prognosis. This study was conducted to find prognostic biomarkers that could effectively classify AML patients and provide guidance for treatment decision making. Methods Weighted gene co-expression network analysis was applied to detect co-expression modules and analyze their relationship with clinicopathologic characteristics using RNA sequencing data from The Cancer Genome Atlas database. The associations of gene expression with patients’ mortality were investigated by a variety of statistical methods and validated in an independent dataset of 405 AML patients. A risk score formula was created based on a linear combination of five gene expression levels. Results The weighted gene co-expression network analysis detected 63 co-expression modules. The pink and darkred modules were negatively significantly correlated with overall survival of AML patients. High expression of FNDC3B, VSTM1 and CALR was associated with favourable overall survival, while high expression of PLA2G4A was associated with adverse overall survival. Hierarchical clustering analysis of FNDC3B, VSTM1, PLA2G4A, GOLGA3 and CALR uncovered four subgroups of AML patients. The cluster1 AML patients showed younger age, lower cytogenetics risk, higher frequency of NPM1 mutations and more favourable overall survival than cluster3 patients. The risk score was demonstrated to be an indicator of adverse prognosis in AML patients Conclusions The FNDC3B, VSTM1, PLA2G4A, GOLGA3, CALR and risk score may serve as key prognostic biomarkers for the stratification and ultimately guide rational treatment of AML patients.
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Affiliation(s)
- Yanli Lai
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China
| | - Guifang OuYang
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China
| | - Lixia Sheng
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China
| | - Yanli Zhang
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China
| | - Binbin Lai
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China
| | - Miao Zhou
- Department of Hematology, Ningbo First Hospital, 59 Liuting RoadZhejiang Province, Ningbo, 315000, China.
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Filippova N, Nabors LB. ELAVL1 Role in Cell Fusion and Tunneling Membrane Nanotube Formations with Implication to Treat Glioma Heterogeneity. Cancers (Basel) 2020; 12:E3069. [PMID: 33096700 PMCID: PMC7590168 DOI: 10.3390/cancers12103069] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 10/15/2020] [Accepted: 10/18/2020] [Indexed: 12/16/2022] Open
Abstract
Homotypic and heterotypic cell fusions via permanent membrane fusions and temporal tunneling nanotube formations in the glioma microenvironment were recently documented in vitro and in vivo and mediate glioma survival, plasticity, and recurrence. Chronic inflammation, a hypoxic environment, aberrant mitochondrial function, and ER stress due to unfolded protein accumulation upregulate cell fusion events, which leads to tumor heterogeneity and represents an adaptive mechanism to promote tumor cell survival and plasticity in cytotoxic, nutrient-deprived, mechanically stressed, and inflammatory microenvironments. Cell fusion is a multistep process, which consists of the activation of the cellular stress response, autophagy formation, rearrangement of cytoskeletal architecture in the areas of cell-to-cell contacts, and the expression of proinflammatory cytokines and fusogenic proteins. The mRNA-binding protein of ELAV-family HuR is a critical node, which orchestrates the stress response, autophagy formation, cytoskeletal architecture, and the expression of proinflammatory cytokines and fusogenic proteins. HuR is overexpressed in gliomas and is associated with poor prognosis and treatment resistance. Our review provides a link between the HuR role in the regulation of cell fusion and tunneling nanotube formations in the glioma microenvironment and the potential suppression of these processes by different classes of HuR inhibitors.
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Affiliation(s)
- Natalia Filippova
- Department of Neurology, School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Louis B. Nabors
- Department of Neurology, School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
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Sha K, Lu Y, Zhang P, Pei R, Shi X, Fan Z, Chen L. Identifying a novel 5-gene signature predicting clinical outcomes in acute myeloid leukemia. Clin Transl Oncol 2020; 23:648-656. [PMID: 32776271 DOI: 10.1007/s12094-020-02460-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 07/11/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is the most common type of acute leukemia and biologically heterogeneous diseases with poor prognosis. Thus, we aimed to identify prognostic markers to effectively predict the prognosis of AML patients and eventually guide treatment. METHODS Prognosis-associated genes were determined by Kaplan-Meier and multivariate analyses using the expression and clinical data of 173 AML patients from The Cancer Genome Atlas database and validated in an independent Oregon Health and Science University dataset. A prognostic risk score was computed based on a linear combination of 5-gene expression levels using the regression coefficients derived from the multivariate logistic regression model. The classification of AML was established by unsupervised hierarchical clustering of CALCRL, DOCK1, PLA2G4A, FCHO2 and LRCH4 expression levels. RESULTS High FCHO2 and LRCH4 expression was related to decreased mortality. While high CALCRL, DOCK1, PLA2G4A expression was associated with increased mortality. The risk score was predictive of increased mortality rate in AML patients. Hierarchical clustering analysis of the five genes discovered three clusters of AML patients. The cluster1 AML patients were associated with lower cytogenetics risk than cluster2 or 3 patients, and better prognosis than cluster3 patients (P values < 0.05 for all cases, fisher exact test or log-rank test). CONCLUSION The gene panel comprising CALCRL, DOCK1, PLA2G4A, FCHO2 and LRCH4 as well as the risk score may offer novel prognostic biomarkers and classification of AML patients to significantly improve outcome prediction.
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Affiliation(s)
- K Sha
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China.
| | - Y Lu
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
| | - P Zhang
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
| | - R Pei
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
| | - X Shi
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
| | - Z Fan
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
| | - L Chen
- Department of Hematology, The Affiliated People's Hospital of Ningbo University, No. 251, East Baizhang Road, Ningbo, 315000, Zhejiang, China
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12
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Johansson P, Krona C, Kundu S, Doroszko M, Baskaran S, Schmidt L, Vinel C, Almstedt E, Elgendy R, Elfineh L, Gallant C, Lundsten S, Ferrer Gago FJ, Hakkarainen A, Sipilä P, Häggblad M, Martens U, Lundgren B, Frigault MM, Lane DP, Swartling FJ, Uhrbom L, Nestor M, Marino S, Nelander S. A Patient-Derived Cell Atlas Informs Precision Targeting of Glioblastoma. Cell Rep 2020; 32:107897. [PMID: 32668248 DOI: 10.1016/j.celrep.2020.107897] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 03/13/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022] Open
Abstract
Glioblastoma (GBM) is a malignant brain tumor with few therapeutic options. The disease presents with a complex spectrum of genomic aberrations, but the pharmacological consequences of these aberrations are partly unknown. Here, we report an integrated pharmacogenomic analysis of 100 patient-derived GBM cell cultures from the human glioma cell culture (HGCC) cohort. Exploring 1,544 drugs, we find that GBM has two main pharmacological subgroups, marked by differential response to proteasome inhibitors and mutually exclusive aberrations in TP53 and CDKN2A/B. We confirm this trend in cell and in xenotransplantation models, and identify both Bcl-2 family inhibitors and p53 activators as potentiators of proteasome inhibitors in GBM cells. We can further predict the responses of individual cell cultures to several existing drug classes, presenting opportunities for drug repurposing and design of stratified trials. Our functionally profiled biobank provides a valuable resource for the discovery of new treatments for GBM.
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Affiliation(s)
- Patrik Johansson
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Cecilia Krona
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Soumi Kundu
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Milena Doroszko
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Sathishkumar Baskaran
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Linnéa Schmidt
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Claire Vinel
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Elin Almstedt
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Ramy Elgendy
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Ludmila Elfineh
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Caroline Gallant
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Sara Lundsten
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Fernando J Ferrer Gago
- Laboratory, Agency for Science, Technology and Research (A(∗)STAR), Singapore 138648, Singapore
| | - Aleksi Hakkarainen
- Institute of Biomedicine, Research Centre for Integrative Physiology and Pharmacology, University of Turku, 20500 Turku, Finland
| | - Petra Sipilä
- Institute of Biomedicine, Research Centre for Integrative Physiology and Pharmacology, University of Turku, 20500 Turku, Finland
| | - Maria Häggblad
- Department of Biochemistry and Biophysics, SciLifeLab, Stockholm University, 104 05 Stockholm, Sweden
| | - Ulf Martens
- Department of Biochemistry and Biophysics, SciLifeLab, Stockholm University, 104 05 Stockholm, Sweden
| | - Bo Lundgren
- Department of Biochemistry and Biophysics, SciLifeLab, Stockholm University, 104 05 Stockholm, Sweden
| | | | - David P Lane
- Laboratory, Agency for Science, Technology and Research (A(∗)STAR), Singapore 138648, Singapore; Dept of Microbiology, Tumor and Cell Biology, Science for Life Laboratory, Karolinska Institutet, 17177 Stockholm, Sweden
| | - Fredrik J Swartling
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Lene Uhrbom
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Marika Nestor
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden
| | - Silvia Marino
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 2AT, UK
| | - Sven Nelander
- Department of Immunology Genetics and Pathology, Science for Life Laboratory, Uppsala University, 751 85, Uppsala, Sweden.
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Xu H, Sun Y, Zeng L, Li Y, Hu S, He S, Chen H, Zou Q, Luo B. Inhibition of cytosolic phospholipase A2 alpha increases chemosensitivity in cervical carcinoma through suppressing β-catenin signaling. Cancer Biol Ther 2019; 20:912-921. [PMID: 30829552 DOI: 10.1080/15384047.2019.1579961] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Cytosolic phospholipase A2alpha (cPLA2α) is a key mediator of tumorigenesis. In this study, by using a combination of pharmacological and genetic approaches in cell models and patient samples, we identify cPLA2α as a selective target to increase chemosensitivity in cervical cancer. We found that transcript and protein levels of cPLA2α but not other forms of cPLA2 (e.g., cPLA2β and cPLA2αδ) were consistently increased in all tested malignant cervical cancer cells and tissues compared to normal counterparts, suggesting that cPLA2α upregulation is a common feature in cervical cancer. We further found that promoting growth and survival rather than invasion were the predominant roles of cPLA2α on cervical cancer. In addition, chemotherapeutic agents achieved ~100% inhibition efficacy in cPLA2α-depleted cervical cancer cells, demonstrating the important role of cPLA2α in chemoresistance. Importantly, we identify that β-catenin is critically involved in the molecular mechanism of cPLA2α's action in cervical cancer. In summary, our work demonstrates the multiple essential roles of cPLA2α in cervical cancer, particularly in chemoresistance, via a β-catenin-dependent manner. Our work also suggests that targeting cPLA2α has a therapeutic value in overcoming chemoresistance in cervical cancer or other cPLA2α-regulated cancers.
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Affiliation(s)
- Hai Xu
- a Department of Obstetrics and Gynaecology, Huangjiahu Hospital of Hubei University of Chinese Medicine , Wuhan , China
| | - Yuan Sun
- b College of Pharmacy , Hubei University of Chinese Medicine , Wuhan , China
| | - Lan Zeng
- c Clinical College of Chinese Medicine , Hubei University of Chinese Medicine , Wuhan , China
| | - Ying Li
- a Department of Obstetrics and Gynaecology, Huangjiahu Hospital of Hubei University of Chinese Medicine , Wuhan , China
| | - Shan Hu
- a Department of Obstetrics and Gynaecology, Huangjiahu Hospital of Hubei University of Chinese Medicine , Wuhan , China
| | - Shuping He
- a Department of Obstetrics and Gynaecology, Huangjiahu Hospital of Hubei University of Chinese Medicine , Wuhan , China
| | - Haixia Chen
- a Department of Obstetrics and Gynaecology, Huangjiahu Hospital of Hubei University of Chinese Medicine , Wuhan , China
| | - Qing Zou
- d Department of Clinical Medicine, Huangshi Puren Hospital , Huangshi , China
| | - Baoping Luo
- e Department of Oncology , Hubei Provincial Hospital of Traditional Chinese Medicine , Wuhan , China
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