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Feria-Romero IA, Nettel-Rueda B, Rodríguez-Florido MA, Castellanos-Pallares G, Cienfuegos-Meza J, Orozco-Suárez S, Guinto-Balanzar G, Escamilla-Nuñez C, Grijalva-Otero I. Forkhead Box M1 isoform 3 overexpression is associated with malignancy grade in adult-type diffuse gliomas. Gene 2025; 958:149502. [PMID: 40233863 DOI: 10.1016/j.gene.2025.149502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 04/04/2025] [Accepted: 04/11/2025] [Indexed: 04/17/2025]
Abstract
BACKGROUND Forkhead Box M1 is a transcription factor that is overexpressed in both its mRNA and its protein in various types of cancer. The active Forkhead Box M1 isoform 3 (FOXM1*3) is, moreover, associated with cancer progression. However, little is known about the role of this isoform concerning the degree of malignancy in brain gliomas. This study evaluated the association between overexpression of the FOXM1*3 and the degree of malignancy in adult-type diffuse gliomas (ATDGs). METHODS We conducted a prospective study involving 81 samples from patients with ATDGs and ten samples from healthy control cortices. Quantification of the FOXM1*3 transcript and the housekeeping gene, importin 8 (IPO8), was performed using qPCR with Taqman probes. Tumor samples were classified based on their degree of malignancy and cell lineage. Progression-free survival (PFS) was observed through long-term follow-up. The data were then analyzed using the Kruskal-Wallis, Mann-Whitney U and log-rank (Mantel-Cox) tests. RESULTS The most frequent type of cell differentiation was astrocytic, with astrocytomas and glioblastomas accounting for 80.2 % of cases. The primary histopathological-molecular diagnosis group was glioblastoma, at 35.8 %. There was a significant difference in FOXM1*3 expression between the control and glioma groups (p < 0.001). Transcript expression showed significant differences among grade-2, -3, and -4 gliomas (p < 0.005-0.0001). Significant differences were also detected between grade-2 and -3 astrocytomas (p < 0.005) and glioblastomas (p < 0.0001), but not between astrocytomas and oligodendrogliomas of the same grade. CONCLUSION We observed that overexpression of FOXM1*3 can rectify intra-observer discordance in determining the malignancy grade of gliomas, particularly in grade 3. It can be considered a supplementary tool.
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Affiliation(s)
- Iris Angélica Feria-Romero
- Medical Research Unit for Neurological Diseases, UMAE Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Bárbara Nettel-Rueda
- Department of Neurosurgery, UMAE Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Marco Antonio Rodríguez-Florido
- Deparment of Anatomic Pathology, UMAE Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Guillermo Castellanos-Pallares
- Deparment of Anatomic Pathology, UMAE Hospital de Especialidades, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Jesús Cienfuegos-Meza
- Department of Pharmacobiology, Center for Research and Advanced Studies (CINVESTAV), South Campus, Mexico City, Mexico
| | - Sandra Orozco-Suárez
- Medical Research Unit for Neurological Diseases, UMAE Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Gerardo Guinto-Balanzar
- Department of Neurosurgery, UMAE Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | | | - Israel Grijalva-Otero
- Medical Research Unit for Neurological Diseases, UMAE Hospital de Especialidades "Dr. Bernardo Sepúlveda", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.
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Géczi D, Klekner Á, Balogh I, Penyige A, Szilágyi M, Virga J, Bakó A, Nagy B, Torner B, Birkó Z. Identification of Deregulated miRNAs and mRNAs Involved in Tumorigenesis and Detection of Glioblastoma Patients Applying Next-Generation RNA Sequencing. Pharmaceuticals (Basel) 2025; 18:431. [PMID: 40143207 PMCID: PMC11944724 DOI: 10.3390/ph18030431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2025] [Revised: 03/10/2025] [Accepted: 03/10/2025] [Indexed: 03/28/2025] Open
Abstract
(1) Background: Glioblastoma (GBM) is one of the most aggressive brain tumors with a poor prognosis. Therefore, new insights into GBM diagnosis and treatment are required. In addition to differentially expressed mRNAs, miRNAs may have the potential to be applied as diagnostic biomarkers. (2) Methods: In this study, profiling of human miRNAs in combination with mRNAs was performed on total RNA isolated from tissue samples of five control and five GBM patients, using a high-throughput RNA sequencing (RNA-Seq) approach. (3) Results: A total of 35 miRNAs and 365 mRNAs were upregulated, while 82 miRNAs and 1225 mRNAs showed significant downregulation between tissue samples of GBM patients compared to the control samples using the iDEP tool to analyze RNA-Seq data. To validate our results, the expression of five miRNAs (hsa-miR-196a-5p, hsa-miR-21-3p, hsa-miR-10b-3p, hsa-miR-383-5p, and hsa-miR-490-3p) and fourteen mRNAs (E2F2, HOXD13, VEGFA, CDC45, AURKB, HOXC10, MYBL2, FABP6, PRLHR, NEUROD6, CBLN1, HRH3, HCN1, and RELN) was determined by RT-qPCR assay. The miRNet tool was used to build miRNA-target interaction. Furthermore, a protein-protein interaction (PPI) network was created from the miRNA targets by applying the NetworkAnalyst 3.0 tool. Based on the PPI network, a functional enrichment analysis of the target proteins was also carried out. (4) Conclusions: We identified an miRNA panel and several deregulated mRNAs that could play an important role in tumor development and distinguish GBM patients from healthy controls with high sensitivity and specificity using total RNA isolated from tissue samples.
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Affiliation(s)
- Dóra Géczi
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
| | - Álmos Klekner
- Department of Neurosurgery, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary;
| | - István Balogh
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
- Division of Clinical Genetics, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary
| | - András Penyige
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
| | - Melinda Szilágyi
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
| | - József Virga
- Department of Oncology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (J.V.); (A.B.)
| | - Andrea Bakó
- Department of Oncology, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (J.V.); (A.B.)
| | - Bálint Nagy
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
| | - Bernadett Torner
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
| | - Zsuzsanna Birkó
- Department of Human Genetics, Faculty of Medicine, University of Debrecen, H-4032 Debrecen, Hungary; (D.G.); (I.B.); (A.P.); (M.S.); (B.N.); (B.T.)
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Siguemoto JT, Motta Neri C, de Godoy Torso N, de Souza Nicoletti A, Berlofa Visacri M, Regina da Silva Correa da Ronda C, Perroud MW, Oliveira Reis L, Dos Santos LA, Durán N, Fávaro WJ, de Carvalho Pincinato E, Moriel P. Data normalization of plasma miRNA profiling from patients with COVID-19. Sci Rep 2024; 14:26791. [PMID: 39500909 PMCID: PMC11538513 DOI: 10.1038/s41598-024-75740-3] [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: 06/13/2024] [Accepted: 10/08/2024] [Indexed: 11/08/2024] Open
Abstract
When using the reverse-transcription quantitative polymerase chain reaction (RT-qPCR) technique for quantitative assessment of microRNA (miRNA) expression, normalizing data using a stable endogenous gene is essential; however, no universally adequate reference gene exists. Therefore, in this study, we aimed to determine, via the RNA-Seq technique, the most adequate endogenous normalizer for the expression assessment of plasma miRNAs in patients with coronavirus disease 2019 (COVID-19). Two massive sequencing procedures were performed (a) to identify differentially expressed miRNAs between patients with COVID-19 and healthy volunteers (n = 12), and (b) to identify differentially expressed miRNAs between patients with severe COVID-19 and those with mild COVID-19 (n = 8). The endogenous normalizer candidates were selected according to the following criteria: (1) the miRNA must have a fold regulation = 1; (2) the miRNA must have a p-value > 0.990; and (3) the miRNAs that were discovered the longest ago should be selected. Four miRNAs (hsa-miR-34a-3p, hsa-miR-194-3p, hsa-miR-17-3p, and hsa-miR-205-3p) met all criteria and were selected for validation by RT-qPCR in a cohort of 125 patients. Of these, only hsa-miR-205-3p was eligible endogenous normalizers in the context of COVID-19 because their expression was stable between the compared groups.
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Affiliation(s)
- Julia Tiemi Siguemoto
- Faculty of Pharmaceutical Sciences, Universidade Estadual de Campinas, Campinas, 13083970, Brazil
| | - Carolini Motta Neri
- Faculty of Pharmaceutical Sciences, Universidade Estadual de Campinas, Campinas, 13083970, Brazil
| | - Nadine de Godoy Torso
- School of Medical Sciences, Universidade Estadual de Campinas, Campinas , 13083894, Brazil
| | | | | | | | | | - Leonardo Oliveira Reis
- School of Medical Sciences, Universidade Estadual de Campinas, Campinas , 13083894, Brazil
| | | | - Nelson Durán
- School of Medical Sciences, Universidade Estadual de Campinas, Campinas , 13083894, Brazil
| | - Wagner José Fávaro
- School of Medical Sciences, Universidade Estadual de Campinas, Campinas , 13083894, Brazil
| | | | - Patricia Moriel
- Faculty of Pharmaceutical Sciences, Universidade Estadual de Campinas, Campinas, 13083970, Brazil.
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Hu J, Yang J, Hu N, Shi Z, Hu T, Mi B, Wang H, Chen W. Identification and Verification of Key Genes Associated with Temozolomide Resistance in Glioblastoma Based on Comprehensive Bioinformatics Analysis. IRANIAN JOURNAL OF BIOTECHNOLOGY 2024; 22:e3892. [PMID: 40225293 PMCID: PMC11993235 DOI: 10.30498/ijb.2024.448826.3892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 11/26/2024] [Indexed: 04/15/2025]
Abstract
Background Glioblastoma (GBM) is the most aggressive form of brain cancer, with poor prognosis despite treatments like temozolomide (TMZ). Resistance to TMZ is a significant clinical challenge, and understanding the genes involved is crucial for developing new therapies and prognostic markers. This study aims to identify key genes associated with TMZ resistance in GBM, which could serve as valuable biomarkers for predicting patient outcomes and potential targets for treatment. Objectives This study aimed to identify genes involved in TMZ resistance in GBM and to assess the value of these genes in GBM treatment and prognosis evaluation. Materials and Methods Bioinformatics analysis of Gene Expression Omnibus (GEO) datasets (GSE113510 and GSE199689) and The Chinese Glioblastoma Genome Atlas (CGGA) database was performed to identify differentially expressed genes (DEGs) between GBM cell lines with and without TMZ resistance. Subsequently, the key modules associated with GBM patient prognosis were identified by weighted gene coexpression network analysis (WGCNA). Furthermore, hub genes related to TMZ resistance were accurately screened and confirmed using three machine learning algorithms. In addition, immune cell infiltration analysis, TF-miRNA coregulatory network analysis, drug sensitivity prediction, and gene set enrichment analysis (GSEA) were also performed for temozolomide resistance-specific genes. Finally, the expression levels of key genes were validated in our constructed TMZ-resistant cell lines by real-time quantitative polymerase chain reaction (RT-qPCR) and Western blotting (WB). Results Integrated analysis of the GEO and CGGA datasets revealed 769 differentially expressed genes (DEGs), comprising 350 downregulated and 419 upregulated genes, between GBM patients and normal controls. Among these DEGs, three key genes, namely, PITX1, TNFRSF11B, and IGFBP2, exhibited significant differences in expression between groups and were prioritized via machine learning algorithms. The expression levels of these genes were found to be closely related to adverse clinical features and immune cell infiltration levels in GBM patients. These genes were also found to participate in several biological pathways and processes. RT‒qPCR and WB confirmed the differential expression of these genes in vitro, indicating that they play vital roles in GBM patients with TMZ resistance. Conclusions PITX1, TNFRSF11B, and IGFBP2 are key genes associated with the prognosis of GBM patients with TMZ resistance. The differential expression of these genes correlates with adverse outcomes in GBM patients, suggesting that they are valuable biomarkers for predicting patient prognosis and that they could serve as diagnostic biomarkers or treatment targets.
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Affiliation(s)
- Jun Hu
- The Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
| | - Jingyan Yang
- The Third Clinical School of Beijing University of Chinese Medicine, Beijing, China
| | - Na Hu
- The Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
| | - Zongting Shi
- The Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
| | - Tiemin Hu
- Department of Neurosurgery, Affiliated Hospital of Chengde Medical University, Chengde, Hebei, China
| | - Baohong Mi
- The Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
- Engineering Research Center of Chinese Orthopaedics and Sports Rehabilitation Artificial Intelligent, Ministry of Education, Beijing, China
| | - Hong Wang
- Department of Neurosurgery, Affiliated Hospital of Hebei University, Baoding, Hebei, China
| | - Weiheng Chen
- The Third Affiliated Hospital of Beijing University of Chinese Medicine, Beijing, China
- Engineering Research Center of Chinese Orthopaedics and Sports Rehabilitation Artificial Intelligent, Ministry of Education, Beijing, China
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5
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Chehade G, El Hajj N, Aittaleb M, Alkailani MI, Bejaoui Y, Mahdi A, Aldaalis AAH, Verbiest M, Lelotte J, Ruiz-Reig N, Durá I, Raftopoulos C, Tajeddine N, Tissir F. DIAPH3 predicts survival of patients with MGMT-methylated glioblastoma. Front Oncol 2024; 14:1359652. [PMID: 38454929 PMCID: PMC10917989 DOI: 10.3389/fonc.2024.1359652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 02/07/2024] [Indexed: 03/09/2024] Open
Abstract
Background Glioblastoma is one of the most aggressive primary brain tumors, with a poor outcome despite multimodal treatment. Methylation of the MGMT promoter, which predicts the response to temozolomide, is a well-established prognostic marker for glioblastoma. However, a difference in survival can still be detected within the MGMT methylated group, with some patients exhibiting a shorter survival than others, emphasizing the need for additional predictive factors. Methods We analyzed DIAPH3 expression in glioblastoma samples from the cancer genome atlas (TCGA). We also retrospectively analyzed one hundred seventeen histological glioblastomas from patients operated on at Saint-Luc University Hospital between May 2013 and August 2019. We analyzed the DIAPH3 expression, explored the relationship between mRNA levels and Patient's survival after the surgical resection. Finally, we assessed the methylation pattern of the DIAPH3 promoter using a targeted deep bisulfite sequencing approach. Results We found that 36% and 1% of the TCGA glioblastoma samples exhibit copy number alterations and mutations in DIAPH3, respectively. We scrutinized the expression of DIAPH3 at single cell level and detected an overlap with MKI67 expression in glioblastoma proliferating cells, including neural progenitor-like, oligodendrocyte progenitor-like and astrocyte-like states. We quantitatively analyzed DIAPH3 expression in our cohort and uncovered a positive correlation between DIAPH3 mRNA level and patient's survival. The effect of DIAPH3 was prominent in MGMT-methylated glioblastoma. Finally, we report that the expression of DIAPH3 is at least partially regulated by the methylation of three CpG sites in the promoter region. Conclusion We propose that combining the DIAPH3 expression with MGMT methylation could offer a better prediction of survival and more adapted postsurgical treatment for patients with MGMT-methylated glioblastoma.
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Affiliation(s)
- Georges Chehade
- Université Catholique de Louvain, Institute of Neuroscience, Cellular and Molecular Division, Brussels, Belgium
| | - Nady El Hajj
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Mohamed Aittaleb
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Maisa I. Alkailani
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Yosra Bejaoui
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Asma Mahdi
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Arwa A. H. Aldaalis
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
| | - Michael Verbiest
- Laboratory of Population Genomics, Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Julie Lelotte
- Department of Neuropathology, Saint-Luc University Hospital, Brussels, Belgium
| | - Nuria Ruiz-Reig
- Université Catholique de Louvain, Institute of Neuroscience, Cellular and Molecular Division, Brussels, Belgium
| | - Irene Durá
- Université Catholique de Louvain, Institute of Neuroscience, Cellular and Molecular Division, Brussels, Belgium
| | | | - Nicolas Tajeddine
- Université Catholique de Louvain, Institute of Neuroscience, Cellular and Molecular Division, Brussels, Belgium
| | - Fadel Tissir
- Université Catholique de Louvain, Institute of Neuroscience, Cellular and Molecular Division, Brussels, Belgium
- College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
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Torso NDG, Quintanilha JCF, Cursino MA, Pincinato EDC, Lima CSP, Moriel P. Data Normalization of Urine miRNA Profiling from Head and Neck Cancer Patients Treated with Cisplatin. Int J Mol Sci 2023; 24:10884. [PMID: 37446060 DOI: 10.3390/ijms241310884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023] Open
Abstract
The microRNA (miRNA) expression profile by qRT-PCR depends directly on the most appropriate normalization strategy adopted; however, currently there is no universally adequate reference gene. Therefore, this study aimed to determine, considering RNA-Seq results, the most adequate endogenous normalizer for use in the relative quantification of urine miRNAs from head and neck cancer patients, treated with cisplatin chemoradiotherapy. The massive sequencing was performed to identify the miRNAs differentially expressed between the group with cisplatin nephrotoxicity (n = 6) and the one without (n = 6). The candidate endogen normalizer was chosen according to four criteria: (1) the miRNA must be expressed in most samples; (2) the miRNA must have a fold change value between 0.99 and 1.01; (3) the miRNA must have a p-value ≥ 0.98; and (4) the miRNA must not be commented on by the final GeneGlobe (Qiagen, Hilden, Germany) analysis. Four miRNAs met all the criteria (hsa-miR-363-5p, hsa-miR-875-5p, hsa-miR-4302, and hsa-miR-6749-5p) and were selected for validation by qRT-PCR in a cohort of 49 patients (including the 12 sequencing participants). Only hsa-miR-875-5p was shown to be an adequate normalizer for the experimental condition under investigation, as it exhibited invariant expression between the two groups.
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Affiliation(s)
| | | | | | | | | | - Patricia Moriel
- Faculty of Pharmaceutical Sciences, University of Campinas, Campinas 13083970, Brazil
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7
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Song R, He S, Wu Y, Chen W, Song J, Zhu Y, Chen H, Wang Q, Wang S, Tan S, Tan S. Validation of reference genes for the normalization of the RT-qPCR in peripheral blood mononuclear cells of septic patients. Heliyon 2023; 9:e15269. [PMID: 37089378 PMCID: PMC10119759 DOI: 10.1016/j.heliyon.2023.e15269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/29/2023] [Accepted: 03/31/2023] [Indexed: 04/25/2023] Open
Abstract
Objective To screen and validate reference genes suitable for gene mRNA expression study in peripheral blood mononuclear cells (PBMCs) between septic patients and healthy controls (HC). Methods Total RNA in PBMCs was extracted and RT-qPCR was used to determine the mRNA expression profiles of 9 candidate genes, including ACTB, B2M, GAPDH, GUSB, HPRT1, PGK1, RPL13A, SDHA and YWHAZ. The genes expression stabilities were assessed by both geNorm and NormFinder software. Results YWHAZ was the most stable gene among the 9 candidate genes evaluated by both geNorm and NormFinder in mixed and sepsis groups. The most stable gene combination in mixed group analyzed by geNorm was the combination of GAPDH, PKG1 and YWHAZ, while that in sepsis group was the combination of ACTB, PKG1 and YWHAZ. Conclusion Our first systematic analysis of the reference genes in PBMC of septic patients suggested YWHAZ was the best candidate. The combination of ACTB, PKG1 and YWHAZ could improve RT-qPCR accuracy in septic patients. Our results identified the most stable reference genes to standardize RT-qPCR of sepsis patients, which can serve as a useful tool for gene function exploration in the future.
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Affiliation(s)
- Ruoyu Song
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Shijun He
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Yongbin Wu
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Wanxin Chen
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, PR China
| | - Jie Song
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Yaxi Zhu
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Huan Chen
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Qianlu Wang
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, PR China
- National Medicine Functional Experimental Teaching Center, Central South University, Changsha, Hunan 410078, PR China
| | - Shouman Wang
- Department of Traditional Chinese Medicine, The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410008, PR China
| | - Sichuang Tan
- Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, Hunan, 410011, PR China
- Corresponding author.
| | - Sipin Tan
- Department of Pathophysiology, School of Basic Medicine Science, Central South University, Changsha, Hunan 410078, PR China
- Corresponding author.
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Simińska D, Korbecki J, Kojder K, Jeżewski D, Tarnowski M, Tomasiak P, Piotrowska K, Masztalewicz M, Kolasa A, Chlubek D, Baranowska-Bosiacka I. Androgen Receptor Expression in the Various Regions of Resected Glioblastoma Multiforme Tumors and in an In Vitro Model. Int J Mol Sci 2022; 23:13004. [PMID: 36361793 PMCID: PMC9655141 DOI: 10.3390/ijms232113004] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/19/2022] [Accepted: 10/24/2022] [Indexed: 09/26/2023] Open
Abstract
Glioblastoma multiforme (GBM) is a malignant glioma, difficult to detect and with the lowest survival rates among gliomas. Its greater incidence among men and its higher survival rate among premenopausal women suggest that it may be associated with the levels of androgens. As androgens stimulate the androgen receptor (AR), which acts as a transcription factor, the aim of this study was the investigate the role of AR in the progression of GBM. The study was conducted on tissues collected from three regions of GBM tumors (tumor core, enhancing tumor region, and peritumoral area). In addition, an in vitro experiment was conducted on U-87 cells under various culture conditions (necrotic, hypoxic, and nutrient-deficient), mimicking the conditions in a tumor. In both of the models, androgen receptor expression was determined at the gene and protein levels, and the results were confirmed by confocal microscopy and immunohistochemistry. AR mRNA expression was higher under nutrient-deficient conditions and lower under hypoxic conditions in vitro. However, there were no differences in AR protein expression. No differences in AR mRNA expression were observed between the tested tumor structures taken from patients. No differences in AR mRNA expression were observed between the men and women. However, AR protein expression in tumors resected from patients was higher in the enhancing tumor region and in the peritumoral area than in the tumor core. In women, higher AR expression was observed in the peritumoral area than in the tumor core. AR expression in GBM tumors did not differ significantly between men and women, which suggests that the higher incidence of GBM in men is not associated with AR expression. In the group consisting of men and women, AR expression varied between the regions of the tumor: AR expression was higher in the enhancing tumor region and in the peritumoral area than in the tumor core, showing a dependence on tumor conditions (hypoxia and insufficient nutrient supply).
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Affiliation(s)
- Donata Simińska
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Jan Korbecki
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Klaudyna Kojder
- Department of Anaesthesiology and Intensive Care, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Dariusz Jeżewski
- Department of Neurosurgery and Pediatric Neurosurgery Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland
- Department of Applied Neurocognitivistics, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Maciej Tarnowski
- Department of Physiology in Health Sciences, Pomeranian Medical University in Szczecin, Żołnierska 54, 70-210 Szczecin, Poland
| | - Patrycja Tomasiak
- Institute of Physical Culture Sciences, University of Szczecin, 70-453 Szczecin, Poland
| | - Katarzyna Piotrowska
- Department of Physiology, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland
| | - Marta Masztalewicz
- Department of Neurology, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland
| | - Agnieszka Kolasa
- Department of Histology and Embryology, 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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9
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Le Boiteux E, Guichet PO, Masliantsev K, Montibus B, Vaurs-Barriere C, Gonthier-Gueret C, Chautard E, Verrelle P, Karayan-Tapon L, Fogli A, Court F, Arnaud P. The Long Non-Coding RNA HOXA-AS2 Promotes Proliferation of Glioma Stem Cells and Modulates Their Inflammation Pathway Mainly through Post-Transcriptional Regulation. Int J Mol Sci 2022; 23:ijms23094743. [PMID: 35563134 PMCID: PMC9102906 DOI: 10.3390/ijms23094743] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/15/2022] [Accepted: 04/22/2022] [Indexed: 12/21/2022] Open
Abstract
Glioblastomas represent approximatively half of all gliomas and are the most deadly and aggressive form. Their therapeutic resistance and tumor relapse rely on a subpopulation of cells that are called Glioma Stem Cells (GSCs). Here, we investigated the role of the long non-coding RNA HOXA-AS2 in GSC biology using descriptive and functional analyses of glioma samples classified according to their isocitrate dehydrogenase (IDH) gene mutation status, and of GSC lines. We found that HOXA-AS2 is overexpressed only in aggressive (IDHwt) glioma and GSC lines. ShRNA-based depletion of HOXA-AS2 in GSCs decreased cell proliferation and altered the expression of several hundreds of genes. Integrative analysis revealed that these expression changes were not associated with changes in DNA methylation or chromatin signatures at the promoter of the majority of genes deregulated following HOXA-AS2 silencing in GSCs, suggesting a post-transcriptional regulation. In addition, transcription factor binding motif enrichment and correlation analyses indicated that HOXA-AS2 affects, directly or indirectly, the expression of key transcription factors implicated in GCS biology, including E2F8, E2F1, STAT1, and ATF3, thus contributing to GCS aggressiveness by promoting their proliferation and modulating the inflammation pathway.
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Affiliation(s)
- Elisa Le Boiteux
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
| | - Pierre-Olivier Guichet
- ProDiCeT UR 24144, Université de Poitiers, F-86000 Poitiers, France; (P.-O.G.); (K.M.); (L.K.-T.)
- Laboratoire de Cancérologie Biologique, CHU de Poitiers, F-86000 Poitiers, France
| | - Konstantin Masliantsev
- ProDiCeT UR 24144, Université de Poitiers, F-86000 Poitiers, France; (P.-O.G.); (K.M.); (L.K.-T.)
- Laboratoire de Cancérologie Biologique, CHU de Poitiers, F-86000 Poitiers, France
| | - Bertille Montibus
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
| | - Catherine Vaurs-Barriere
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
| | - Céline Gonthier-Gueret
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
| | - Emmanuel Chautard
- Pathology Department, Jean Perrin Center, F-63000 Clermont-Ferrand, France;
- INSERM, U1240 IMoST, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Pierre Verrelle
- CIMB, INSERM U1196 CNRS UMR9187, Curie Institute, F-91400 Orsay, France;
- Radiotherapy Department, Curie Institute, F-75248 Paris, France
- CNRS UMR 9187, INSERM U1196, Institut Curie, PSL Research University and Paris-Saclay University, F-91405 Orsay, France
| | - Lucie Karayan-Tapon
- ProDiCeT UR 24144, Université de Poitiers, F-86000 Poitiers, France; (P.-O.G.); (K.M.); (L.K.-T.)
- Laboratoire de Cancérologie Biologique, CHU de Poitiers, F-86000 Poitiers, France
| | - Anne Fogli
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
- Radiation Oncology Department, Institut Curie, F-75005 Paris, France
| | - Franck Court
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
- Correspondence: (F.C.); (P.A.)
| | - Philippe Arnaud
- Université Clermont Auvergne, CNRS, Inserm, GReD, F-63000 Clermont-Ferrand, France; (E.L.B.); (B.M.); (C.V.-B.); (C.G.-G.); (A.F.)
- Correspondence: (F.C.); (P.A.)
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10
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Sørensen MD, Kristensen BW. TUMOUR-ASSOCIATED CD204+ MICROGLIA/MACROPHAGES ACCUMULATE IN PERIVASCULAR AND PERINECROTIC NICHES AND CORRELATE WITH AN INTERLEUKIN-6 ENRICHED INFLAMMATORY PROFILE IN GLIOBLASTOMA. Neuropathol Appl Neurobiol 2021; 48:e12772. [PMID: 34713474 PMCID: PMC9306597 DOI: 10.1111/nan.12772] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 09/30/2021] [Accepted: 10/25/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Mia Dahl Sørensen
- Department of Pathology, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Bjarne Winther Kristensen
- Department of Pathology, Odense University Hospital, Odense, Denmark.,Department of Clinical Research, University of Southern Denmark, Odense, Denmark.,Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.,Department of Clinical Medicine and Biotech Research and Innovation Center (BRIC), University of Copenhagen, Copenhagen, Denmark
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11
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Gnat S, Łagowski D, Nowakiewicz A, Trościańczyk A, Dyląg M. New Reference Genes for qRT-PCR Analysis as a Potential Target for Identification of Trichophyton verrucosum in Different Culture Conditions. Pathogens 2021; 10:pathogens10111361. [PMID: 34832515 PMCID: PMC8618703 DOI: 10.3390/pathogens10111361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 10/09/2021] [Accepted: 10/18/2021] [Indexed: 11/17/2022] Open
Abstract
Dermatophytes are a group of filamentous fungi infecting skin, hair, and nails that raise great diagnostic difficulties. qRT-PCR is a reliable technique for quantifying gene expression with increasingly frequent use in mycological diagnostics. Knowledge of genes and molecular markers with potential to be used in the identification of dermatophytes is of great importance for the development of this branch of diagnostics. In this article, the suitability of six candidate reference genes (TUBB, ACTB, ADPRF, RPL2, SDHA, and EEF1A1) was investigated for gene expression analysis in the dermatophyte Trichophyton verrucosum, which was cultured in various mycological media that are commonly used in a diagnostic laboratory, i.e., Sabouraud, potato dextrose, and keratin-supplemented MM-Cove. The different culture conditions are extremely important factors for the growth and physiology of dermatophytes. Gene expression stability was evaluated using geNorm, NormFinder, BestKeeper, and RefFinder algorithms. Regarding the stability of expression, SDHA was the most stable housekeeping gene; hence, this gene is recommended for future qRT-PCR studies on T. verrucosum strains. These results allow us to conclude that the SDHA gene can be an additional good candidate as an identification target in the qRT-PCR technique.
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Affiliation(s)
- Sebastian Gnat
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, University of Life Sciences, Akademicka 12, 20-033 Lublin, Poland; (A.N.); (A.T.)
- Correspondence: (S.G.); (D.Ł.); Tel.: +48-81-445-60-93 (S.G.); +48-81-445-66-96 (D.Ł.)
| | - Dominik Łagowski
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, University of Life Sciences, Akademicka 12, 20-033 Lublin, Poland; (A.N.); (A.T.)
- Correspondence: (S.G.); (D.Ł.); Tel.: +48-81-445-60-93 (S.G.); +48-81-445-66-96 (D.Ł.)
| | - Aneta Nowakiewicz
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, University of Life Sciences, Akademicka 12, 20-033 Lublin, Poland; (A.N.); (A.T.)
| | - Aleksandra Trościańczyk
- Department of Veterinary Microbiology, Faculty of Veterinary Medicine, University of Life Sciences, Akademicka 12, 20-033 Lublin, Poland; (A.N.); (A.T.)
| | - Mariusz Dyląg
- Department of Mycology and Genetics, Faculty of Biological Sciences, University of Wroclaw, 51-148 Wroclaw, Poland;
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12
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Hernández-Ochoa B, Fernández-Rosario F, Castillo-Rodríguez RA, Marhx-Bracho A, Cárdenas-Rodríguez N, Martínez-Rosas V, Morales-Luna L, González-Valdez A, Calderón-Jaimes E, Pérez de la Cruz V, Rivera-Gutiérrez S, Meza-Toledo S, Wong-Baeza C, Baeza-Ramírez I, Gómez-Manzo S. Validation and Selection of New Reference Genes for RT-qPCR Analysis in Pediatric Glioma of Different Grades. Genes (Basel) 2021; 12:1335. [PMID: 34573317 PMCID: PMC8468898 DOI: 10.3390/genes12091335] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/26/2021] [Accepted: 08/26/2021] [Indexed: 11/16/2022] Open
Abstract
Gliomas are heterogeneous, solid, and intracranial tumors that originate from glial cells. Malignant cells from the tumor undergo metabolic alterations to obtain the energy required for proliferation and the invasion of the cerebral parenchyma. The alterations in the expression of the genes related to the metabolic pathways can be detected in biopsies of gliomas of different CNS WHO grades. In this study, we evaluated the expression of 16 candidate reference genes in the HMC3 microglia cell line. Then, statistical algorithms such as BestKeeper, the comparative ΔCT method, geNorm, NormFinder, and RefFinder were applied to obtain the genes most suitable to be considered as references for measuring the levels of expression in glioma samples. The results show that PKM and TPI1 are two novel genes suitable for genic expression studies on gliomas. Finally, we analyzed the expression of genes involved in metabolic pathways in clinical samples of brain gliomas of different CNS WHO grades. RT-qPCR analysis showed that in CNS WHO grade 3 and 4 gliomas, the expression levels of HK1, PFKM, GAPDH, G6PD, PGD1, IDH1, FASN, ACACA, and ELOVL2 were higher than those of CNS WHO grade 1 and 2 glioma biopsies. Hence, our results suggest that reference genes from metabolic pathways have different expression profiles depending on the stratification of gliomas and constitute a potential model for studying the development of this type of tumor and the search for molecular targets to treat gliomas.
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Affiliation(s)
- Beatriz Hernández-Ochoa
- Programa de Posgrado en Biomedicina y Biotecnología Molecular, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico; (B.H.-O.); (V.M.-R.)
- Laboratorio de Inmunoquímica, Hospital Infantil de México Federico Gómez, Secretaría de Salud, Ciudad de México 06720, Mexico;
| | - Fabiola Fernández-Rosario
- Laboratorio de Bioquímica Genética, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico; (F.F.-R.); (L.M.-L.)
| | - Rosa Angelica Castillo-Rodríguez
- Consejo Nacional de Ciencia y Tecnología (CONACYT), Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico;
| | - Alfonso Marhx-Bracho
- Departamento de Neurocirugía, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico;
| | - Noemí Cárdenas-Rodríguez
- Laboratorio de Neurociencias, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico;
| | - Víctor Martínez-Rosas
- Programa de Posgrado en Biomedicina y Biotecnología Molecular, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico; (B.H.-O.); (V.M.-R.)
- Laboratorio de Bioquímica Genética, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico; (F.F.-R.); (L.M.-L.)
| | - Laura Morales-Luna
- Laboratorio de Bioquímica Genética, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico; (F.F.-R.); (L.M.-L.)
- Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
| | - Abigail González-Valdez
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico;
| | - Ernesto Calderón-Jaimes
- Laboratorio de Inmunoquímica, Hospital Infantil de México Federico Gómez, Secretaría de Salud, Ciudad de México 06720, Mexico;
| | - Verónica Pérez de la Cruz
- Neurochemistry and Behavior Laboratory, National Institute of Neurology and Neurosurgery “Manuel Velasco Suárez”, México City 14269, Mexico;
| | - Sandra Rivera-Gutiérrez
- Departamento de Microbiologia, Escuela Nacional de Ciencias Biológicas (ENCB), Instituto Politécnico Nacional (IPN), Prolongacion Carpio y Plan de Ayala s/n, Ciudad de México 11340, Mexico;
| | - Sergio Meza-Toledo
- Laboratorio de Quimioterapia Experimental, Departamento de Bioquímica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico;
| | - Carlos Wong-Baeza
- Laboratorio de Biomembranas, Departamento de Bioquímica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico; (C.W.-B.); (I.B.-R.)
| | - Isabel Baeza-Ramírez
- Laboratorio de Biomembranas, Departamento de Bioquímica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Ciudad de México 11340, Mexico; (C.W.-B.); (I.B.-R.)
| | - Saúl Gómez-Manzo
- Laboratorio de Bioquímica Genética, Instituto Nacional de Pediatría, Secretaría de Salud, Ciudad de México 04530, Mexico; (F.F.-R.); (L.M.-L.)
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13
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Patel CB, Beinat C, Xie Y, Chang E, Gambhir SS. Tumor treating fields (TTFields) impairs aberrant glycolysis in glioblastoma as evaluated by [ 18F]DASA-23, a non-invasive probe of pyruvate kinase M2 (PKM2) expression. Neoplasia 2021; 23:58-67. [PMID: 33221711 PMCID: PMC7689378 DOI: 10.1016/j.neo.2020.11.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Revised: 11/02/2020] [Accepted: 11/03/2020] [Indexed: 12/27/2022]
Abstract
Despite the anti-proliferative and survival benefits from tumor treating fields (TTFields) in human glioblastoma (hGBM), little is known about the effects of this form of alternating electric fields therapy on the aberrant glycolysis of hGBM. [18F]FDG is the most common radiotracer in cancer metabolic imaging, but its utility in hGBM is impaired due to high glucose uptake in normal brain tissue. With TTFields, radiochemistry, Western blot, and immunofluorescence microscopy, we identified pyruvate kinase M2 (PKM2) as a biomarker of hGBM response to therapeutic TTFields. We used [18F]DASA-23, a novel radiotracer that measures PKM2 expression and which has been shown to be safe in humans, to detect a shift away from hGBM aberrant glycolysis in response to TTFields. Compared to unexposed hGBM, [18F]DASA-23 uptake was reduced in hGBM exposed to TTFields (53%, P< 0.05) or temozolomide chemotherapy (33%, P > 0.05) for 3 d. A 6-d TTFields exposure resulted in a 31% reduction (P = 0.043) in 60-min uptake of [18F]DASA-23. [18F]DASA-23 was retained after a 10 but not 30-min wash-out period. Compared to [18F]FDG, [18F]DASA-23 demonstrated a 4- to 9-fold greater uptake, implying an improved tumor-to-background ratio. Furthermore, compared to no-TTFields exposure, a 6-d TTFields exposure caused a 35% reduction in [18F]DASA-23 30-min uptake compared to only an 8% reduction in [18F]FDG 30-min uptake. Quantitative Western blot analysis and qualitative immunofluorescence for PKM2 confirmed the TTFields-induced reduction in PKM2 expression. This is the first study to demonstrate that TTFields impairs hGBM aberrant glycolytic metabolism through reduced PKM2 expression, which can be non-invasively detected by the [18F]DASA-23 radiotracer.
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Affiliation(s)
- Chirag B Patel
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA; Division of Adult Neuro-Oncology, Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
| | - Corinne Beinat
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Yuanyang Xie
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Edwin Chang
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA
| | - Sanjiv S Gambhir
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA; Departments of Bioengineering and Materials Science & Engineering, Stanford University, Stanford, CA, USA
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14
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Korbecki J, Kojder K, Jeżewski D, Simińska D, Tarnowski M, Kopytko P, Safranow K, Gutowska I, Goschorska M, Kolasa-Wołosiuk A, Wiszniewska B, Chlubek D, Baranowska-Bosiacka I. Expression of SCD and FADS2 Is Lower in the Necrotic Core and Growing Tumor Area than in the Peritumoral Area of Glioblastoma Multiforme. Biomolecules 2020; 10:biom10050727. [PMID: 32392704 PMCID: PMC7277411 DOI: 10.3390/biom10050727] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 04/29/2020] [Accepted: 05/02/2020] [Indexed: 01/31/2023] Open
Abstract
The expression of desaturases is higher in many types of cancer, and despite their recognized role in oncogenesis, there has been no research on the expression of desaturases in glioblastoma multiforme (GBM). Tumor tissue samples were collected during surgery from 28 patients (16 men and 12 women) diagnosed with GBM. The effect of necrotic conditions and nutritional deficiency (mimicking conditions in the studied tumor zones) was studied in an in vitro culture of human brain (glioblastoma astrocytoma) U-87 MG cells. Analysis of desaturase expression was made by qRT-PCR and the immunohistochemistry method. In the tumor, the expression of stearoyl–coenzyme A desaturase (SCD) and fatty acid desaturases 2 (FADS2) was lower than in the peritumoral area. The expression of other desaturases did not differ in between the distinguished zones. We found no differences in the expression of SCD, fatty acid desaturases 1 (FADS1), or FADS2 between the sexes. Necrotic conditions and nutritional deficiency increased the expression of the studied desaturase in human brain (glioblastoma astrocytoma) U-87 MG cells. The obtained results suggest that (i) biosynthesis of monounsaturated fatty acids (MUFA) and polyunsaturated fatty acids (PUFA) in a GBM tumor is less intense than in the peritumoral area; (ii) expressions of SCD, SCD5, FADS1, and FADS2 correlate with each other in the necrotic core, growing tumor area, and peritumoral area; (iii) expressions of desaturases in a GBM tumor do not differ between the sexes; and (iv) nutritional deficiency increases the biosynthesis of MUFA and PUFA in GBM cells.
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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; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
| | - Klaudyna Kojder
- Department of Anaesthesiology and Intensive Care, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland;
| | - Dariusz Jeżewski
- Department of Neurosurgery and Pediatric Neurosurgery, Pomeranian Medical University in Szczecin, Unii Lubelskiej 1, 71-252 Szczecin, Poland;
- Department of Applied Neurocognitivistics, Unii Lubelskiej 1, Pomeranian Medical University in Szczecin, 71-252 Szczecin, Poland
| | - Donata Simińska
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
| | - Maciej Tarnowski
- Department of Physiology, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (M.T.); (P.K.)
| | - Patrycja Kopytko
- Department of Physiology, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (M.T.); (P.K.)
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
| | - Izabela Gutowska
- Department of Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland;
| | - Marta Goschorska
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
| | - Agnieszka Kolasa-Wołosiuk
- Department of Histology and Embryology, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (A.K.-W.); (B.W.)
| | - Barbara Wiszniewska
- Department of Histology and Embryology, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (A.K.-W.); (B.W.)
| | - Dariusz Chlubek
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
| | - Irena Baranowska-Bosiacka
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University in Szczecin, Powstańców Wlkp. 72, 70-111 Szczecin, Poland; (J.K.); (D.S.); (K.S.); (M.G.); (D.C.)
- Correspondence: ; Tel.: +48-91-466-1515; Fax: +48-91-466-1516
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15
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Bertoni APS, Iser IC, de Campos RP, Wink MR. Normalization in Human Glioma Tissue. Methods Mol Biol 2019; 2065:175-190. [PMID: 31578695 DOI: 10.1007/978-1-4939-9833-3_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
For tissues obtained from glioma samples with/without nonneoplastic brain there is no consensus for universal reference gene but there are some potential genes that might have good stability, under certain conditions. Considering all points described in this work, the care with tissue collection, until gene amplification, directly impacts on the reliable characterization of its mRNA levels. Moreover, it is clear the importance of selecting the most appropriate reference genes for each experimental situation, to allow the accurate normalization of target genes, especially for genes that are subtly regulated.
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Affiliation(s)
- Ana Paula Santin Bertoni
- Laboratório de Biologia Celular, Departamento de Ciências Básicas da Saúde (DCBS), Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil.
| | - Isabele Cristiana Iser
- Laboratório de Biologia Celular, Departamento de Ciências Básicas da Saúde (DCBS), Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
| | - Rafael Paschoal de Campos
- Laboratório de Biologia Celular, Departamento de Ciências Básicas da Saúde (DCBS), Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil.,Laboratório de Sinalização e Plasticidade Celular, Departamento de Biofísica, Instituto de Biociências, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
| | - Márcia Rosangela Wink
- Laboratório de Biologia Celular, Departamento de Ciências Básicas da Saúde (DCBS), Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre, RS, Brazil
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16
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Naicker M, Abbai N, Naidoo S. Bipolar limbic expression of auto-immune thyroid targets: thyroglobulin and thyroid-stimulating hormone receptor. Metab Brain Dis 2019; 34:1281-1298. [PMID: 31197680 DOI: 10.1007/s11011-019-00437-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 05/20/2019] [Indexed: 11/29/2022]
Abstract
The associations between thyroid auto-immunity and neuro-psychiatric disorders are well-documented. However, there exists limited literature specifically linking auto-immune thyroid disease (AITD) to bipolar disorder (BD). Thus, we investigated the likely association between Hashimoto's disease and BD through the extra-thyroidal localisation of thyroid-stimulating hormone receptor (TSH-R) and thyroglobulin (TG) in limbic regions of normal and bipolar human adult brain. Further, we hypothesised that changes in thyroid expression in bipolar limbic cortex may contribute to mood dysregulation associated with BD. Immuno-chemistry and in-situ PCR were used to localise TSH-R/TG within the amygdala, cingulate gyrus and frontal cortex of normal (n = 5) and bipolar (n = 5) brains. Reverse-transcriptase qPCR provided fold-change differences in TSH-R gene expression. The results demonstrated reduced thyroid protein expression in bipolar limbic regions; these novel results correlate with other neuro-imaging reports that describe reduced cortico-limbic tissue volumes and neuro-physiological activity during BD. We also demonstrated TG-like proteins exclusive to bipolar amygdala neurons, and which relates to previous neuro-imaging studies of amygdala hyperactivity and enhanced emotional sensitivity in BD. Indeed, reduced TSH-R/TG in limbic regions may predispose to, or bear relevance in the pathophysiology of mood dysregulation and symptoms of BD. Further, we attribute mood dysregulation in BD to limbic-derived TSH-R, which probably provides potential targets for thyroid auto-immune factors during Hashimoto's disease. Consequently, this may lead to inactivated and/or damaged neurons. The neuro-pathology of diminished neuronal functioning or neuronal atrophy suggests a novel neuro-degeneration mechanism in BD.
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Affiliation(s)
- Meleshni Naicker
- Therapeutics and Medicines Management, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Private bag X7, Durban, 4001, South Africa.
| | - Nathlee Abbai
- School of Clinical Medicine Research Laboratory, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Strinivasen Naidoo
- Therapeutics and Medicines Management, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Private bag X7, Durban, 4001, South Africa
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17
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Buonpane C, Ares G, Benyamen B, Yuan C, Hunter CJ. Identification of suitable reference microRNA for qPCR analysis in pediatric inflammatory bowel disease. Physiol Genomics 2019; 51:169-175. [PMID: 30978148 DOI: 10.1152/physiolgenomics.00126.2018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Pediatric inflammatory bowel disease (IBD) accounts for 10-15% of IBD and is associated with considerable morbidity for patients. Dysregulated microRNAs (miRNA, miR), small noncoding RNA molecules that modulate gene expression, have been the target of research in IBD diagnosis, surveillance, and therapy. Proper selection of reference genes, which are a prerequisite for accurate measurement of miRNA expression, is currently lacking. We hypothesize that appropriate normalization requires unique reference genes for different tissue and disease types. Through the study of 28 pediatric intestinal samples, we sought to create a protocol for selection of suitable endogenous reference genes. Candidate reference genes (miR-16, 193a, 27a, 103a, 191) were analyzed by RT-quantitative (q)PCR. Criteria used for designation of suitable reference genes were as follows: 1) ubiquitous: present in all tissue samples with quantification cycle value 15-35; 2) uniform expression: no differential expression between control and disease samples (P > 0.05); 3) stability: stability value <0.5 by NormFinder. Our results suggest the use of miR-27a/191 for Crohn's disease small bowel, none of the five candidate genes for Crohn's disease colon, and miR-16/27a for ulcerative colitis. Additionally, target miR-874 had differential expression when normalized with different reference genes. Our results demonstrate that reference gene choice for qPCR analysis has a significant effect on study results and that proper data normalization is imperative.
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Affiliation(s)
- Christie Buonpane
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
| | - Guillermo Ares
- Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois.,Department of Surgery, University of Illinois at Chicago , Chicago, Illinois
| | - Beshoy Benyamen
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
| | - Carrie Yuan
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois
| | - Catherine J Hunter
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University , Chicago, Illinois.,Ann and Robert H. Lurie Children's Hospital of Chicago , Chicago, Illinois
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18
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Electrotaxis of Glioblastoma and Medulloblastoma Spheroidal Aggregates. Sci Rep 2019; 9:5309. [PMID: 30926929 PMCID: PMC6441013 DOI: 10.1038/s41598-019-41505-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Accepted: 02/26/2019] [Indexed: 11/08/2022] Open
Abstract
Treatment of neuroepithelial cancers remains a daunting clinical challenge, particularly due to an inability to address rampant invasion deep into eloquent regions of the brain. Given the lack of access, and the dispersed nature of brain tumor cells, we explore the possibility of electric fields inducing directed tumor cell migration. In this study we investigate the properties of populations of brain cancer undergoing electrotaxis, a phenomenon whereby cells are directed to migrate under control of an electrical field. We investigate two cell lines for glioblastoma and medulloblastoma (U87mg & DAOY, respectively), plated as spheroidal aggregates in Matrigel-filled electrotaxis channels, and report opposing electrotactic responses. To further understand electrotactic migration of tumor cells, we performed RNA-sequencing for pathway discovery to identify signaling that is differentially affected by the exposure of direct-current electrical fields. Further, using selective pharmacological inhibition assays, focused on the PI3K/mTOR/AKT signaling axis, we validate whether there is a causal relationship to electrotaxis and these mechanisms of action. We find that U87 mg electrotaxis is abolished under pharmacological inhibition of PI3Kγ, mTOR, AKT and ErbB2 signaling, whereas DAOY cell electrotaxis was not attenuated by these or other pathways evaluated.
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19
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Hsu JBK, Chang TH, Lee GA, Lee TY, Chen CY. Identification of potential biomarkers related to glioma survival by gene expression profile analysis. BMC Med Genomics 2019; 11:34. [PMID: 30894197 PMCID: PMC7402580 DOI: 10.1186/s12920-019-0479-6] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Accepted: 02/06/2019] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Recent studies have proposed several gene signatures as biomarkers for different grades of gliomas from various perspectives. However, most of these genes can only be used appropriately for patients with specific grades of gliomas. METHODS In this study, we aimed to identify survival-relevant genes shared between glioblastoma multiforme (GBM) and lower-grade glioma (LGG), which could be used as potential biomarkers to classify patients into different risk groups. Cox proportional hazard regression model (Cox model) was used to extract relative genes, and effectiveness of genes was estimated against random forest regression. Finally, risk models were constructed with logistic regression. RESULTS We identified 104 key genes that were shared between GBM and LGG, which could be significantly correlated with patients' survival based on next-generation sequencing data obtained from The Cancer Genome Atlas for gene expression analysis. The effectiveness of these genes in the survival prediction of GBM and LGG was evaluated, and the average receiver operating characteristic curve (ROC) area under the curve values ranged from 0.7 to 0.8. Gene set enrichment analysis revealed that these genes were involved in eight significant pathways and 23 molecular functions. Moreover, the expressions of ten (CTSZ, EFEMP2, ITGA5, KDELR2, MDK, MICALL2, MAP 2 K3, PLAUR, SERPINE1, and SOCS3) of these genes were significantly higher in GBM than in LGG, and comparing their expression levels to those of the proposed control genes (TBP, IPO8, and SDHA) could have the potential capability to classify patients into high- and low- risk groups, which differ significantly in the overall survival. Signatures of candidate genes were validated, by multiple microarray datasets from Gene Expression Omnibus, to increase the robustness of using these potential prognostic factors. In both the GBM and LGG cohort study, most of the patients in the high-risk group had the IDH1 wild-type gene, and those in the low-risk group had IDH1 mutations. Moreover, most of the high-risk patients with LGG possessed a 1p/19q-noncodeletion. CONCLUSION In this study, we identified survival relevant genes which were shared between GBM and LGG, and those enabled to classify patients into high- and low-risk groups based on expression level analysis. Both the risk groups could be correlated with the well-known genetic variants, thus suggesting their potential prognostic value in clinical application.
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Affiliation(s)
- Justin Bo-Kai Hsu
- Department of Medical Research, Taipei Medical University Hospital, Taipei, 110, Taiwan
| | - Tzu-Hao Chang
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, 110, Taiwan
| | - Gilbert Aaron Lee
- Department of Medical Research, Taipei Medical University Hospital, Taipei, 110, Taiwan
| | - Tzong-Yi Lee
- Warshel Institute for Computational Biology, The Chinese University of Hong Kong, Shenzhen, 518172, China.,School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, 518172, China.,School of Life and Health Science, The Chinese University of Hong Kong, Shenzhen, 518172, China
| | - Cheng-Yu Chen
- Research Center of Translational Imaging, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan. .,Department of Radiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan. .,Department of Medical Imaging and Imaging Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, 110, Taiwan. .,Department of Radiology, Tri-Service General Hospital, Taipei, 114, Taiwan. .,Department of Radiology, National Defense Medical Center, Taipei, 114, Taiwan.
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20
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Röhn G, Koch A, Krischek B, Stavrinou P, Goldbrunner R, Timmer M. ACTB and SDHA Are Suitable Endogenous Reference Genes for Gene Expression Studies in Human Astrocytomas Using Quantitative RT-PCR. Technol Cancer Res Treat 2019; 17:1533033818802318. [PMID: 30259794 PMCID: PMC6161201 DOI: 10.1177/1533033818802318] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Background: Quantitative real-time reverse-transcription polymerase chain reaction is frequently used as research tool in experimental oncology. There are some studies of valid endogenous control genes in the field of human glioma research, which, however, only focus on the comparison between normal brain with tumor tissue and malignant transformation toward secondary glioblastomas. Aim of this study was to validate a more general reference gene also suitable for pre- and posttreatment analysis and other evaluations (eg, primary vs secondary glioblastoma). Methods: This quantitative polymerase chain reaction analysis was performed to test a panel of the 6 most suitable reference genes from other studies representing different physiological pathways (ACTB, GAPDH, POLR2A, RPL13A, SDHA, and TBP) in all common glioma groups, namely: diffuse astrocytoma World Health Organization II, anaplastic astrocytoma World Health Organization III, secondary glioblastoma World Health Organization IV with and without chemotherapy, primary glioblastoma, recurrent glioblastoma, and gliomas before and after radiation. Expression stability was tested during the longitudinal course of the disease in 8 single patients. Results: Evaluation of the expression levels of the 6 target genes showed that ACTB, GAPDH, and RPL13A show higher expression compared to SDHA, POLR2A, and TBP. ACTB, GAPDH, and RPL13A showed different expression levels between astrozytoma grade II and primary glioblastoma. Except for this difference, the candidate genes were not differentially expressed between primary and secondary glioblastomas and between the World Health Organization tumor grades. Furthermore, they remained stable before and after radiotherapy and/or chemotherapy. Therefore, they are adequate references for glioblastoma gene expression studies. The comparison of all tested genes resulted in SDHA and ACTB as most stable reference genes determined by the NormFinder software. Our data revealed lowest intragroup variation in the SDHA, highest in the RPL13A gene. Conclusions: All tested genes may be recommended as universal reference genes for data normalization in gene expression studies under different treatment regimens both in primary glioblastomas and astrocytomas of different grades (World Health Organization grades II-IV), respectively. In summary, ACTB and SDHA exhibited the best stability values and showed the lowest intergroup expression variability.
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Affiliation(s)
- Gabriele Röhn
- 1 Department of General Neurosurgery, University Hospital Cologne, Cologne, Germany
| | - Arend Koch
- 2 Institute of Neuropathology, Universitätsmedizin Berlin, Berlin, Germany
| | - Boris Krischek
- 1 Department of General Neurosurgery, University Hospital Cologne, Cologne, Germany
| | - Pantelis Stavrinou
- 1 Department of General Neurosurgery, University Hospital Cologne, Cologne, Germany
| | - Roland Goldbrunner
- 1 Department of General Neurosurgery, University Hospital Cologne, Cologne, Germany
| | - Marco Timmer
- 1 Department of General Neurosurgery, University Hospital Cologne, Cologne, Germany
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21
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Bhandage AK, Jin Z, Korol SV, Tafreshiha AS, Gohel P, Hellgren C, Espes D, Carlsson PO, Sundström-Poromaa I, Birnir B. Expression of calcium release-activated and voltage-gated calcium channels genes in peripheral blood mononuclear cells is altered in pregnancy and in type 1 diabetes. PLoS One 2018; 13:e0208981. [PMID: 30543678 PMCID: PMC6292698 DOI: 10.1371/journal.pone.0208981] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 11/28/2018] [Indexed: 12/16/2022] Open
Abstract
Calcium (Ca2+) is an important ion in physiology and is found both outside and inside cells. The intracellular concentration of Ca2+ is tightly regulated as it is an intracellular signal molecule and can affect a variety of cellular processes. In immune cells Ca2+ has been shown to regulate e.g. gene transcription, cytokine secretion, proliferation and migration. Ca2+ can enter the cytoplasm either from intracellular stores or from outside the cells when Ca2+ permeable ion channels in the plasma membrane open. The Ca2+ release-activated (CRAC) channel is the most prominent Ca2+ ion channel in the plasma membrane. It is formed by ORAI1-3 and the channel is opened by the endoplasmic reticulum Ca2+ sensor proteins stromal interaction molecules (STIM) 1 and 2. Another group of Ca2+ channels in the plasma membrane are the voltage-gated Ca2+ (CaV) channels. We examined if a change in immunological tolerance is accompanied by altered ORAI, STIM and CaV gene expression in peripheral blood mononuclear cells (PBMCs) in pregnant women and in type 1 diabetic individuals. Our results show that in pregnancy and type 1 diabetes ORAI1-3 are up-regulated whereas STIM1 and 2 are down-regulated in pregnancy but only STIM2 in type 1 diabetes. Expression of L-, P/Q-, R- and T-type voltage-gated Ca2+ channels was detected in the PBMCs where the CaV2.3 gene was up-regulated in pregnancy and type 1 diabetes whereas the CaV 2.1 and CaV3.2 genes were up-regulated only in pregnancy and the CaV1.3 gene in type 1 diabetes. The results are consistent with that expression of ORAI, STIM and CaV genes correlate with a shift in immunological status of the individual in health, as during pregnancy, and in the autoimmune disease type 1 diabetes. Whether the changes are in general protective or in type 1 diabetes include some pathogenic components remains to be clarified.
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Affiliation(s)
- Amol K Bhandage
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Zhe Jin
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Sergiy V Korol
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | | | - Priya Gohel
- Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Stockholm, Sweden
| | - Charlotte Hellgren
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Daniel Espes
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | - Per-Ola Carlsson
- Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden
| | | | - Bryndis Birnir
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
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22
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Absence of Beta-2 microgloblulin ( B2M ) and hypoxanthine-guanine phosphoribosyl transferase-1( HPRT1 ) gene modulation in U87MG and U251 Glioblastoma cell lines subjected to cobalt chloride mediated hypoxia. GENE REPORTS 2018. [DOI: 10.1016/j.genrep.2018.03.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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23
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Bhandage AK, Jin Z, Korol SV, Shen Q, Pei Y, Deng Q, Espes D, Carlsson PO, Kamali-Moghaddam M, Birnir B. GABA Regulates Release of Inflammatory Cytokines From Peripheral Blood Mononuclear Cells and CD4 + T Cells and Is Immunosuppressive in Type 1 Diabetes. EBioMedicine 2018; 30:283-294. [PMID: 29627388 PMCID: PMC5952354 DOI: 10.1016/j.ebiom.2018.03.019] [Citation(s) in RCA: 105] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Revised: 03/16/2018] [Accepted: 03/16/2018] [Indexed: 12/31/2022] Open
Abstract
The neurotransmitter γ-aminobutyric acid (GABA) is an extracellular signaling molecule in the brain and in pancreatic islets. Here, we demonstrate that GABA regulates cytokine secretion from human peripheral blood mononuclear cells (PBMCs) and CD4+ T cells. In anti-CD3 stimulated PBMCs, GABA (100 nM) inhibited release of 47 cytokines in cells from patients with type 1 diabetes (T1D), but only 16 cytokines in cells from nondiabetic (ND) individuals. CD4+ T cells from ND individuals were grouped into responder or non-responder T cells according to effects of GABA (100 nM, 500 nM) on the cell proliferation. In the responder T cells, GABA decreased proliferation, and inhibited secretion of 37 cytokines in a concentration-dependent manner. In the non-responder T cells, GABA modulated release of 8 cytokines. GABA concentrations in plasma from T1D patients and ND individuals were correlated with 10 cytokines where 7 were increased in plasma of T1D patients. GABA inhibited secretion of 5 of these cytokines from both T1D PBMCs and ND responder T cells. The results identify GABA as a potent regulator of both Th1- and Th2-type cytokine secretion from human PBMCs and CD4+ T cells where GABA generally decreases the secretion. GABA regulates cytokine secretion in anti-CD3-stimulated peripheral blood mononuclear cells (PBMCs) and CD4+ T cells. GABA inhibits secretion of 47 cytokines in PBMCs from type 1 diabetes patients. GABA regulates secretion of pro- and anti-inflammatory cytokines in a concentration-dependent manner.
GABA is a signal molecule in the brain, blood and pancreatic islets where it is secreted by the insulin-producing β cells. GABA has many roles in human islets including optimizing function and survival of β cells. Bhandage et al. now show that GABA is a potent regulator of secretion of both pro- and anti-inflammatory cytokines in stimulated immune cells. In type 1 diabetes the β-cell mass is diminished and thus the protective effect of GABA in the islets although not in blood. Targeting GABA signaling in diabetes mellitus is likely to be a part of the solution when curing diabetes.
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Affiliation(s)
- Amol K Bhandage
- Department of Neuroscience, Uppsala University, 75124 Uppsala, Sweden
| | - Zhe Jin
- Department of Neuroscience, Uppsala University, 75124 Uppsala, Sweden
| | - Sergiy V Korol
- Department of Neuroscience, Uppsala University, 75124 Uppsala, Sweden
| | - Qiujin Shen
- Department of Immunology, Genetics and Pathology, Science for Life laboratory, Uppsala University, 75124 Uppsala, Sweden
| | - Yu Pei
- Department of Cell and Molecular Biology, Karolinska Institute, 17165 Stockholm, Sweden
| | - Qiaolin Deng
- Department of Cell and Molecular Biology, Karolinska Institute, 17165 Stockholm, Sweden
| | - Daniel Espes
- Department of Medical Cell Biology, Uppsala University, 75124 Uppsala, Sweden; Department of Medical Sciences, Uppsala University, 75124 Uppsala, Sweden
| | - Per-Ola Carlsson
- Department of Medical Cell Biology, Uppsala University, 75124 Uppsala, Sweden; Department of Medical Sciences, Uppsala University, 75124 Uppsala, Sweden
| | - Masood Kamali-Moghaddam
- Department of Immunology, Genetics and Pathology, Science for Life laboratory, Uppsala University, 75124 Uppsala, Sweden
| | - Bryndis Birnir
- Department of Neuroscience, Uppsala University, 75124 Uppsala, Sweden.
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24
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Selection and validation of reference genes for qRT-PCR analysis of gene expression in Microsporum canis growing under different adhesion-inducing conditions. Sci Rep 2018; 8:1197. [PMID: 29352152 PMCID: PMC5775245 DOI: 10.1038/s41598-018-19680-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Accepted: 01/08/2018] [Indexed: 12/21/2022] Open
Abstract
Dermatophytes are the group of filamentous fungi infecting keratinized structures such as skin, hair, and nails. Knowledge about genes and molecular mechanisms responsible for pathogenicity, as well as other biological properties of Microsporum canis is still relatively poor. The qRT-PCR is a reliable technique for quantifying gene expression across various biological processes, and choosing a set of suitable reference genes to normalize the expression data is a crucial step of this technique. We investigated the suitability of nine candidate reference genes: β-act, β-tub, adp-rf, ef1-α, sdha, rpl2, mbp1, psm1, and rGTPa for gene expression analysis in the dermatophyte M. canis in response to different carbon sources, phosphate levels, and pH shifts - factors that are extremely important and necessary for growth of dermatophyte in the host tissue. The transcription stability of these genes was evaluated using NormFinder, geNorm, BestKeeper, and RefFinder software. Regarding expression stability, mbp1, β-act, and sdha were the most stable housekeeping genes which we recommend for future qRT-PCR studies on M. canis strains. To the best of our knowledge this is the first study on selection and validation of reference genes for qRT-PCR data normalization in M. canis growth in culture media which promote adhesion-inducing conditions.
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25
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Detection of the alternative lengthening of telomeres pathway in malignant gliomas for improved molecular diagnosis. J Neurooncol 2017; 135:381-390. [PMID: 28755323 DOI: 10.1007/s11060-017-2585-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 07/23/2017] [Indexed: 12/24/2022]
Abstract
Human malignant gliomas exhibit acquisition of either one of two telomere maintenance mechanisms, resulting from either reactivation of telomerase expression or activation of an alternative lengthening of telomeres (ALT) mechanism. In the present study, we analyzed 63 human malignant gliomas for the presence of ALT-specific extrachromosomal circles of telomeric DNA (C-circles) and measured telomerase expression, telomeric DNA content (Telo/Alu method), and telomeric repeat-containing RNAs (TERRA) levels. We also assessed histomolecular markers routinely used in clinical practice. The presence of C-circles significantly correlated with IDH1/2 mutation, MGMT exon 1 methylation, low Ki-67 immunostaining, increased telomeric DNA content, absence of functional ATRX protein and level of HTERT gene expression. In multivariate analysis, we observed a trend to a correlation between elevated TERRA levels and increased survival. Interestingly, the C-circles assay allowed to detect ALT activation in glioblastomas exhibiting wild-type IDH1/2 and ATRX expression. These results suggest that, after the correlations uncovered here have been confirmed on larger numbers of tumors, telomeric markers might be useful in improving diagnosis. They also point out to the utility of using the specific, sensitive and quantitative C-circle and Telo/Alu assays that can work with as few as 30 ng of tumor DNA.
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26
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Bhandage AK, Jin Z, Hellgren C, Korol SV, Nowak K, Williamsson L, Sundström-Poromaa I, Birnir B. AMPA, NMDA and kainate glutamate receptor subunits are expressed in human peripheral blood mononuclear cells (PBMCs) where the expression of GluK4 is altered by pregnancy and GluN2D by depression in pregnant women. J Neuroimmunol 2017; 305:51-58. [PMID: 28284346 DOI: 10.1016/j.jneuroim.2017.01.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/09/2017] [Accepted: 01/20/2017] [Indexed: 12/17/2022]
Abstract
The amino acid glutamate opens cation permeable ion channels, the iGlu receptors. These ion channels are abundantly expressed in the mammalian brain where glutamate is the main excitatory neurotransmitter. The neurotransmitters and their receptors are being increasingly detected in the cells of immune system. Here we examined the expression of the 18 known subunits of the iGlu receptors families; α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA), kainate, N-methyl-d-aspartate (NMDA) and delta in human peripheral blood mononuclear cells (PBMCs). We compared the expression of the subunits between four groups: men, non-pregnant women, healthy pregnant women and depressed pregnant women. Out of 18 subunits of the iGlu receptors, mRNAs for 11 subunits were detected in PBMCs from men and non-pregnant women; AMPA: GluA3, GluA4, kainate: GluK2, GluK4, GluK5, NMDA: GluN1, GluN2C, GluN2D, GluN3A, GluN3B, and delta: GluD1. In the healthy and the depressed pregnant women, in addition, the delta GluD2 subunit was identified. The mRNAs for GluK4, GluK5, GluN2C and GluN2D were expressed at a higher level than other subunits. Gender, pregnancy or depression during pregnancy altered the expression of GluA3, GluK4, GluN2D, GluN3B and GluD1 iGlu subunit mRNAs. The greatest changes recorded were the lower GluA3 and GluK4 mRNA levels in pregnant women and the higher GluN2D mRNA level in healthy but not in depressed pregnant women as compared to non-pregnant individuals. Using subunit specific antibodies, the GluK4, GluK5, GluN1, GluN2C and GluN2D subunit proteins were identified in the PBMCs. The results show expression of specific iGlu receptor subunit in the PBMCs and support the idea of physiology-driven changes of iGlu receptors subtypes in the immune cells.
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Affiliation(s)
- Amol K Bhandage
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Zhe Jin
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Charlotte Hellgren
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Sergiy V Korol
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | - Krzysztof Nowak
- Department of Neuroscience, Uppsala University, Uppsala, Sweden
| | | | | | - Bryndis Birnir
- Department of Neuroscience, Uppsala University, Uppsala, Sweden.
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27
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Outcome in unresectable glioblastoma: MGMT promoter methylation makes the difference. J Neurol 2016; 264:350-358. [DOI: 10.1007/s00415-016-8355-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Revised: 11/24/2016] [Accepted: 11/27/2016] [Indexed: 10/20/2022]
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28
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Xiong J, Hu Z, Wang T, Xu X, Liu J, Wu P, Che X, Li W. RUNX2 controls human IPO8 basal transcription in Saos-2 cells. Mol Med Rep 2016; 14:1418-24. [DOI: 10.3892/mmr.2016.5356] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 05/09/2016] [Indexed: 11/06/2022] Open
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Cytoplasmic polyadenylation element-binding protein 4 is highly expressed in human glioma. Neuroreport 2016; 27:593-9. [DOI: 10.1097/wnr.0000000000000577] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Iser I, de Campos R, Bertoni A, Wink M. Identification of valid endogenous control genes for determining gene expression in C6 glioma cell line treated with conditioned medium from adipose-derived stem cell. Biomed Pharmacother 2015; 75:75-82. [DOI: 10.1016/j.biopha.2015.08.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2015] [Accepted: 08/23/2015] [Indexed: 12/12/2022] Open
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Grube S, Göttig T, Freitag D, Ewald C, Kalff R, Walter J. Selection of suitable reference genes for expression analysis in human glioma using RT-qPCR. J Neurooncol 2015; 123:35-42. [PMID: 25862007 DOI: 10.1007/s11060-015-1772-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 04/02/2015] [Indexed: 12/11/2022]
Abstract
In human glioma research, quantitative real-time reverse-transcription PCR is a frequently used tool. Considering the broad variation in the expression of candidate reference genes among tumor stages and normal brain, studies using quantitative RT-PCR require strict definition of adequate endogenous controls. This study aimed at testing a panel of nine reference genes [beta-2-microglobulin, cytochrome c-1 (CYC1), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), hydroxymethylbilane synthase, hypoxanthine guanine phosphoribosyl transferase 1, ribosomal protein L13a (RPL13A), succinate dehydrogenase, TATA-box binding protein and 14-3-3 protein zeta] to identify and validate the most suitable reference genes for expression studies in human glioma of different grades (World Health Organization grades II-IV). After analysis of the stability values calculated using geNorm, NormFinder, and BestKeeper algorithms, GAPDH, RPL13A, and CYC1 can be indicated as reference genes applicable for accurate normalization of gene expression in glioma compared with normal brain and anaplastic astrocytoma or glioblastoma alone within this experimental setting. Generally, there are no differences in expression levels and variability of candidate genes in glioma tissue compared to normal brain. But stability analyses revealed just a small number of genes suitable for normalization in each of the tumor subgroups and across these groups. Nevertheless, our data show the importance of validation of adequate reference genes prior to every study.
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Affiliation(s)
- Susanne Grube
- Department of Neurosurgery, Section of Experimental Neurooncology, Jena University Hospital, Friedrich-Schiller-University Jena, Erlanger Allee 101, 07747, Jena, Germany,
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Hinske LC, Galante PAF, Limbeck E, Möhnle P, Parmigiani RB, Ohno-Machado L, Camargo AA, Kreth S. Alternative polyadenylation allows differential negative feedback of human miRNA miR-579 on its host gene ZFR. PLoS One 2015; 10:e0121507. [PMID: 25799583 PMCID: PMC4370670 DOI: 10.1371/journal.pone.0121507] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Accepted: 01/31/2015] [Indexed: 02/02/2023] Open
Abstract
About half of the known miRNA genes are located within protein-coding host genes, and are thus subject to co-transcription. Accumulating data indicate that this coupling may be an intrinsic mechanism to directly regulate the host gene's expression, constituting a negative feedback loop. Inevitably, the cell requires a yet largely unknown repertoire of methods to regulate this control mechanism. We propose APA as one possible mechanism by which negative feedback of intronic miRNA on their host genes might be regulated. Using in-silico analyses, we found that host genes that contain seed matching sites for their intronic miRNAs yield longer 32UTRs with more polyadenylation sites. Additionally, the distribution of polyadenylation signals differed significantly between these host genes and host genes of miRNAs that do not contain potential miRNA binding sites. We then transferred these in-silico results to a biological example and investigated the relationship between ZFR and its intronic miRNA miR-579 in a U87 cell line model. We found that ZFR is targeted by its intronic miRNA miR-579 and that alternative polyadenylation allows differential targeting. We additionally used bioinformatics analyses and RNA-Seq to evaluate a potential cross-talk between intronic miRNAs and alternative polyadenylation. CPSF2, a gene previously associated with alternative polyadenylation signal recognition, might be linked to intronic miRNA negative feedback by altering polyadenylation signal utilization.
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Affiliation(s)
- Ludwig Christian Hinske
- Research Group Molecular Medicine, Department of Anaesthesiology, Clinic of the University of Munich, Munich, Germany
| | | | - Elisabeth Limbeck
- Molecular Oncology Center, Sírio Libanês Hospital, São Paulo, Brazil
| | - Patrick Möhnle
- Research Group Molecular Medicine, Department of Anaesthesiology, Clinic of the University of Munich, Munich, Germany
| | | | - Lucila Ohno-Machado
- Division of Biomedical Informatics, University of California San Diego, La Jolla, California, United States of America
| | | | - Simone Kreth
- Research Group Molecular Medicine, Department of Anaesthesiology, Clinic of the University of Munich, Munich, Germany
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Bhandage AK, Hellgren C, Jin Z, Olafsson EB, Sundström-Poromaa I, Birnir B. Expression of GABA receptors subunits in peripheral blood mononuclear cells is gender dependent, altered in pregnancy and modified by mental health. Acta Physiol (Oxf) 2015; 213:575-85. [PMID: 25529063 DOI: 10.1111/apha.12440] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 12/05/2014] [Accepted: 12/15/2014] [Indexed: 12/31/2022]
Abstract
AIM The concept of nerve-driven immunity recognizes a link between the nervous and the immune system. γ-aminobutyric acid (GABA) is the main inhibitory neurotransmitter in the brain, and receptors activated by GABA can be expressed by immune cells. Here, we examined whether the expression of GABA receptors and chloride transporters in human peripheral blood mononuclear cells (PBMCs) was influenced by gender, pregnancy or mental health. METHODS We used RT-qPCR to determine the mRNA expression level in PBMCs from men (n = 16), non-pregnant women (n = 19), healthy pregnant women (n = 27) and depressed pregnant women (n = 15). RESULTS The ρ2 subunit had the most prominent expression level of the GABA-A receptor subunits in all samples. The δ and ρ2 subunits were up-regulated by pregnancy, whereas the ε subunit was more frequently expressed in healthy pregnant women than non-pregnant women who, in turn, commonly expressed the α6 and the γ2 subunits. The β1 and ε subunits expression was altered by depression in pregnant women. The GABA-B1 receptor was up-regulated by depression in pregnant women, while the transporters NKCC1 and KCC4 were down-regulated by pregnancy. The changes recorded in the mRNA expression levels imply participation of GABA receptors in establishing and maintaining tolerance in pregnancy. Importantly, the correlation of mental health with the expression of specific receptor subunits reveals a connection between the immune cells and the brain. Biomarkers for mental health may be identified in PBMCs. CONCLUSION The results demonstrate the impact gender, pregnancy and mental health have on the expression of GABA receptors and chloride transporters expressed in human PBMCs.
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Affiliation(s)
- A. K. Bhandage
- Department of Neuroscience; Uppsala University; Uppsala Sweden
| | - C. Hellgren
- Department of Women's and Children's Health; Uppsala University; Uppsala Sweden
| | - Z. Jin
- Department of Neuroscience; Uppsala University; Uppsala Sweden
| | - E. B. Olafsson
- Department of Neuroscience; Uppsala University; Uppsala Sweden
- Department of Molecular Biosciences; Stockholm University; Stockholm Sweden
| | | | - B. Birnir
- Department of Neuroscience; Uppsala University; Uppsala Sweden
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Herrema H, Mikkelsen T, Robin A, LeWitt P, Sidiropoulos C. SCA 17 phenotype with intermediate triplet repeat number. J Neurol Sci 2014; 345:269-70. [PMID: 25091452 DOI: 10.1016/j.jns.2014.07.041] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 07/15/2014] [Accepted: 07/17/2014] [Indexed: 10/25/2022]
Affiliation(s)
- Heather Herrema
- Parkinson's Disease and Movement Disorders Program, Henry Ford Hospital, 6777 West Maple Road, West Bloomfield, MI, USA
| | - Tom Mikkelsen
- Hermelin Brain Tumor Center, Department of Neurosurgery, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Adam Robin
- Hermelin Brain Tumor Center, Department of Neurosurgery, Henry Ford Hospital, 2799 West Grand Boulevard, Detroit, MI, USA
| | - Peter LeWitt
- Parkinson's Disease and Movement Disorders Program, Henry Ford Hospital, 6777 West Maple Road, West Bloomfield, MI, USA
| | - Christos Sidiropoulos
- Parkinson's Disease and Movement Disorders Program, Henry Ford Hospital, 6777 West Maple Road, West Bloomfield, MI, USA.
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Han TU, Park J, Domingues CF, Moretti-Ferreira D, Paris E, Sainz E, Gutierrez J, Drayna D. A study of the role of the FOXP2 and CNTNAP2 genes in persistent developmental stuttering. Neurobiol Dis 2014; 69:23-31. [PMID: 24807205 DOI: 10.1016/j.nbd.2014.04.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 04/09/2014] [Accepted: 04/27/2014] [Indexed: 11/24/2022] Open
Abstract
A number of speech disorders including stuttering have been shown to have important genetic contributions, as indicated by high heritability estimates from twin and other studies. We studied the potential contribution to stuttering from variants in the FOXP2 gene, which have previously been associated with developmental verbal dyspraxia, and from variants in the CNTNAP2 gene, which have been associated with specific language impairment (SLI). DNA sequence analysis of these two genes in a group of 602 unrelated cases, all with familial persistent developmental stuttering, revealed no excess of potentially deleterious coding sequence variants in the cases compared to a matched group of 487 well characterized neurologically normal controls. This was compared to the distribution of variants in the GNPTAB, GNPTG, and NAGPA genes which have previously been associated with persistent stuttering. Using an expanded subject data set, we again found that NAGPA showed significantly different mutation frequencies in North Americans of European descent (p=0.0091) and a significant difference existed in the mutation frequency of GNPTAB in Brazilians (p=0.00050). No significant differences in mutation frequency in the FOXP2 and CNTNAP2 genes were observed between cases and controls. To examine the pattern of expression of these five genes in the human brain, real time quantitative reverse transcription PCR was performed on RNA purified from 27 different human brain regions. The expression patterns of FOXP2 and CNTNAP2 were generally different from those of GNPTAB, GNPTG and NAPGA in terms of relatively lower expression in the cerebellum. This study provides an improved estimate of the contribution of mutations in GNPTAB, GNPTG and NAGPA to persistent stuttering, and suggests that variants in FOXP2 and CNTNAP2 are not involved in the genesis of familial persistent stuttering. This, together with the different brain expression patterns of GNPTAB, GNPTG, and NAGPA compared to that of FOXP2 and CNTNAP2, suggests that the genetic neuropathological origins of stuttering differ from those of verbal dyspraxia and SLI.
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Affiliation(s)
- Tae-Un Han
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA
| | - John Park
- National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD 20892, USA
| | - Carlos F Domingues
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA; Department of Genetics, Institute of Bioscience, São Paulo State University (UNESP), Botucatu, São Paulo 18618-000, Brazil
| | - Danilo Moretti-Ferreira
- Department of Genetics, Institute of Bioscience, São Paulo State University (UNESP), Botucatu, São Paulo 18618-000, Brazil
| | - Emily Paris
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA
| | - Eduardo Sainz
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA
| | - Joanne Gutierrez
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA
| | - Dennis Drayna
- National Institute on Deafness and Other Communication Disorders, NIH, Bethesda, MD 20892, USA.
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Cai J, Li T, Huang B, Cheng H, Ding H, Dong W, Xiao M, Liu L, Wang Z. The use of laser microdissection in the identification of suitable reference genes for normalization of quantitative real-time PCR in human FFPE epithelial ovarian tissue samples. PLoS One 2014; 9:e95974. [PMID: 24776823 PMCID: PMC4002476 DOI: 10.1371/journal.pone.0095974] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 04/01/2014] [Indexed: 11/19/2022] Open
Abstract
Quantitative real-time PCR (qPCR) is a powerful and reproducible method of gene expression analysis in which expression levels are quantified by normalization against reference genes. Therefore, to investigate the potential biomarkers and therapeutic targets for epithelial ovarian cancer by qPCR, it is critical to identify stable reference genes. In this study, twelve housekeeping genes (ACTB, GAPDH, 18S rRNA, GUSB, PPIA, PBGD, PUM1, TBP, HRPT1, RPLP0, RPL13A, and B2M) were analyzed in 50 ovarian samples from normal, benign, borderline, and malignant tissues. For reliable results, laser microdissection (LMD), an effective technique used to prepare homogeneous starting material, was utilized to precisely excise target tissues or cells. One-way analysis of variance (ANOVA) and nonparametric (Kruskal-Wallis) tests were used to compare the expression differences. NormFinder and geNorm software were employed to further validate the suitability and stability of the candidate genes. Results showed that epithelial cells occupied a small percentage of the normal ovary indeed. The expression of ACTB, PPIA, RPL13A, RPLP0, and TBP were stable independent of the disease progression. In addition, NormFinder and geNorm identified the most stable combination (ACTB, PPIA, RPLP0, and TBP) and the relatively unstable reference gene GAPDH from the twelve commonly used housekeeping genes. Our results highlight the use of homogeneous ovarian tissues and multiple-reference normalization strategy, e.g. the combination of ACTB, PPIA, RPLP0, and TBP, for qPCR in epithelial ovarian tissues, whereas GAPDH, the most commonly used reference gene, is not recommended, especially as a single reference gene.
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Affiliation(s)
- Jing Cai
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tao Li
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Bangxing Huang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Henghui Cheng
- Department of Pathology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hui Ding
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Weihong Dong
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Man Xiao
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ling Liu
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zehua Wang
- Department of Obstetrics and Gynecology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- * E-mail:
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Could Upregulated Hsp70 Protein Compensate for the Hsp90-Silence-Induced Cell Death in Glioma Cells? ACTA ACUST UNITED AC 2014. [DOI: 10.1155/2014/652643] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The molecular chaperone heat shock protein 90 alpha (Hsp90α) has been recognized in various tumours including glioma. This pilot study using a proteomic approach analyses the downstream effects of Hsp90 inhibition using 17-allylamino-17-demethoxygeldanamycin (17AAG) and a short hairpin RNA (shRNA) oligonucleotide targeting hsp90α (shhsp90α) in the U87-MG glioma cell line. Preliminary data coupled with bioinformatic analysis identified several known and unknown Hsp90 client proteins that demonstrated a change in their protein expression after Hsp90 inhibition, signifying an alteration in the canonical pathways of cell cycle progression, apoptosis, cell invasion, angiogenesis, and metastasis. Members of the glycolysis pathway were upregulated, demonstrating increased dependency on glycolysis for energy source by the treated glioma cells. Upregulated proteins also include Hsp70 and members of its family such as Hsp27 and gp96, thereby suggesting the role of Hsp90 co-chaperones in compensating for Hsp90 function after Hsp90 inhibition. Considering Hsp70’s role in antiapoptosis, it was postulated that a combination therapy involving a multitarget approach could be carried out. Consequently inhibition of both Hsp90 and Hsp70 in U87-MG glioma cells resulted in 60% cell death indicating the importance of combination therapy for glioma therapeutics.
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Zheng G, Wang H, Zhang X, Yang Y, Wang L, Du L, Li W, Li J, Qu A, Liu Y, Wang C. Identification and validation of reference genes for qPCR detection of serum microRNAs in colorectal adenocarcinoma patients. PLoS One 2013; 8:e83025. [PMID: 24349425 PMCID: PMC3859607 DOI: 10.1371/journal.pone.0083025] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2013] [Accepted: 11/06/2013] [Indexed: 12/14/2022] Open
Abstract
Serum microRNAs (miRNAs) have become a highlighted research hotspot, especially for their great potential as a novel promising non-invasive biomarker in cancer diagnosis. The most frequently used approach for serum miRNAs detection is quantitative real time polymerase chain reaction (qPCR). In order to obtain reliable qPCR data of miRNAs expression, the use of reference genes as endogenous control is undoubtly necessary. However, no systematic evaluation and validation of reference genes for normalizing qPCR analysis of serum miRNAs has been reported in colorectal adenocarcinoma. We firstly profiled pooled serum of colorectal adenocarcinoma, colorectal adenoma and healthy controls and selected a list of 13 miRNAs as candidate reference genes. U6 snRNA (U6) and above-mentioned 13 miRNAs were included in further confirmation by qPCR. As a result, 5 miRNAs (miR-151a-3p, miR-4446-3p, miR-221-3p, miR-93-5p and miR-3184-3p) were not detected in all samples and 2 miRNAs (miR-197-3p and miR-26a-5p) were relatively low with median Cq more than 35, and were excluded from further stability analysis. Then variable stability of other 6 miRNAs (miR-103b, miR-484, miR-16-5p, miR-3615, miR-18a-3p and miR-191-5p) and U6 were evaluated using two algorithms: geNorm and NormFinder which both identified miR-191-5p as the most stably expressed reference gene and selected miR-191-5p and U6 as the most stable pair of reference genes. After validating in an independent large cohorts and selecting miR-92a-3p as target miRNA to evaluate the effect of reference gene, we propose that combination of miR-191-5p and U6 could be used as reference genes for serum microRNAs qPCR data in colorectal adenocarcinoma, colorectal adenoma and healthy controls.
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Affiliation(s)
- Guixi Zheng
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Haiyan Wang
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Xin Zhang
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Yongmei Yang
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Lili Wang
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Lutao Du
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Wei Li
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Juan Li
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Ailin Qu
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Yimin Liu
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Chuanxin Wang
- Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
- * E-mail:
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Glioblastoma multiforme therapy and mechanisms of resistance. Pharmaceuticals (Basel) 2013; 6:1475-506. [PMID: 24287492 PMCID: PMC3873674 DOI: 10.3390/ph6121475] [Citation(s) in RCA: 164] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Revised: 11/04/2013] [Accepted: 11/12/2013] [Indexed: 12/26/2022] Open
Abstract
Glioblastoma multiforme (GBM) is a grade IV brain tumor characterized by a heterogeneous population of cells that are highly infiltrative, angiogenic and resistant to chemotherapy. The current standard of care, comprised of surgical resection followed by radiation and the chemotherapeutic agent temozolomide, only provides patients with a 12–14 month survival period post-diagnosis. Long-term survival for GBM patients remains uncommon as cells with intrinsic or acquired resistance to treatment repopulate the tumor. In this review we will describe the mechanisms of resistance, and how they may be overcome to improve the survival of GBM patients by implementing novel chemotherapy drugs, new drug combinations and new approaches relating to DNA damage, angiogenesis and autophagy.
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Schildberg T, Rauh J, Bretschneider H, Stiehler M. Identification of suitable reference genes in bone marrow stromal cells from osteoarthritic donors. Stem Cell Res 2013; 11:1288-98. [PMID: 24080205 DOI: 10.1016/j.scr.2013.08.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2013] [Revised: 08/20/2013] [Accepted: 08/31/2013] [Indexed: 12/28/2022] Open
Abstract
Bone marrow stromal cells (BMSCs) are key cellular components for musculoskeletal tissue engineering strategies. Furthermore, recent data suggest that BMSCs are involved in the development of Osteoarthritis (OA) being a frequently occurring degenerative joint disease. Reliable reference genes for the molecular evaluation of BMSCs derived from donors exhibiting OA as a primary co-morbidity have not been reported on yet. Hence, the aim of the study was to identify reference genes suitable for comparative gene expression analyses using OA-BMSCs. Passage 1 bone marrow derived BMSCs were isolated from n=13 patients with advanced stage idiopathic hip osteoarthritis and n=15 age-matched healthy donors. The expression of 31 putative reference genes was analyzed by quantitative reverse transcription polymerase chain reaction (qRT-PCR) using a commercially available TaqMan(®) assay. Calculating the coefficient of variation (CV), mRNA expression stability was determined and afterwards validated using geNorm and NormFinder algorithms. Importin 8 (IPO8), TATA box binding protein (TBP), and cancer susceptibility candidate 3 (CASC3) were identified as the most stable reference genes. Notably, commonly used reference genes, e.g. beta-actin (ACTB) and beta-2-microglobulin (B2M) were among the most unstable genes. For normalization of gene expression data of OA-BMSCs the combined use of IPO8, TBP, and CASC3 gene is recommended.
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Affiliation(s)
- Theresa Schildberg
- University Centre for Orthopaedics & Trauma Surgery and Centre for Translational Bone, Joint & Soft Tissue Research, University Hospital Carl Gustav Carus at the Technische Universität Dresden, Dresden, Germany.
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Kolkova Z, Arakelyan A, Casslén B, Hansson S, Kriegova E. Normalizing to GADPH jeopardises correct quantification of gene expression in ovarian tumours - IPO8 and RPL4 are reliable reference genes. J Ovarian Res 2013; 6:60. [PMID: 24001041 PMCID: PMC3766134 DOI: 10.1186/1757-2215-6-60] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 08/18/2013] [Indexed: 11/10/2022] Open
Abstract
Background To ensure a correct interpretation of results obtained with quantitative real-time reverse transcription-polymerase chain reaction (RT-qPCR), it is critical to normalize to a reference gene with stable mRNA expression in the tissue of interest. GADPH is widely used as a reference gene in ovarian tumour studies, although lacking tissue-specific stability. The aim of this study was to identify alternative suitable reference genes for RT-qPCR studies on benign, borderline, and malignant ovarian tumours. Methods We assayed mRNA levels for 13 potential reference genes – ABL1, ACTB, CDKN1A, GADPH, GUSB, HPRT1, HSP90AB, IPO8, PPIA, RPL30, RPL4, RPLPO, and TBP –with RT-qPCR in 42 primary ovarian tumours, using commercially pre-designed RT-qPCR probes. Expression stability was subsequently analysed with four different statistical programs (GeNorm, NormFinder, BestKeeper, and the Equivalence test). Results Expression of IPO8, RPL4, TBP, RPLPO, and ACTB had the least variation in expression across the tumour samples according to GeNorm, NormFinder, and BestKeeper. The Equivalence test found variation in expression within a 3-fold expression change between tumour groups for: IPO8, RPL40, RPL30, GUSB, TBP, RPLPO, ACTB, ABL1, and CDKN1A. However, only IPO8 satisfied at a 2-fold change as a cut-off. Overall, IPO8 and RPL4 had the highest, whereas GADPH and HPRT1 the lowest expression stability. Employment of suitable reference genes (IPO8, RPL4) in comparison with unsuitable ones (GADPH, HPRT1), demonstrated divergent influence on the mRNA expression pattern of our target genes − GPER and uPAR. Conclusions We found IPO8 and RPL4 to be suitable reference genes for normalization of target gene expression in benign, borderline, and malignant ovarian tumours. Moreover, IPO8 can be recommended as a single reference gene. Neither GADPH nor HPRT1 should be used as reference genes in studies on ovarian tumour tissue.
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Affiliation(s)
- Zuzana Kolkova
- Department of Obstetrics & Gynaecology, Lund University, Skåne University Hospital Lund, Lund, SE 221 85, Sweden.
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Kreth S, Limbeck E, Hinske LC, Schütz SV, Thon N, Hoefig K, Egensperger R, Kreth FW. In human glioblastomas transcript elongation by alternative polyadenylation and miRNA targeting is a potent mechanism of MGMT silencing. Acta Neuropathol 2013; 125:671-81. [PMID: 23340988 DOI: 10.1007/s00401-013-1081-1] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2012] [Revised: 01/09/2013] [Accepted: 01/10/2013] [Indexed: 11/29/2022]
Abstract
Favorable outcome after chemotherapy of glioblastomas cannot unequivocally be linked to promoter hypermethylation of the O6-methylguanine-DNA methyltransferase (MGMT) gene encoding a DNA repair enzyme associated with resistance to alkylating agents. This indicates that molecular mechanisms determining MGMT expression have not yet been fully elucidated. We here show that glioblastomas are capable to downregulate MGMT expression independently of promoter methylation by elongation of the 3'-UTR of the mRNA, rendering the alternatively polyadenylated transcript susceptible to miRNA-mediated suppression. While the elongated transcript is poorly expressed in normal brain, its abundance in human glioblastoma specimens is inversely correlated with MGMT mRNA expression. Using a bioinformatically guided experimental approach, we identified miR-181d, miR-767-3p, and miR-648 as significant post-transcriptional regulators of MGMT in glioblastomas; the first two miRNAs induce MGMT mRNA degradation, the latter affects MGMT protein translation. A regression model including the two miRNAs influencing MGMT mRNA expression and the MGMT methylation status reliably predicts The Cancer Genome Atlas MGMT expression data. Responsivity of MGMT expressing T98G glioma cells to temozolomide was significantly enhanced after transfection of miR-181d, miR-767-3p, and miR-648. Taken together, our results uncovered alternative polyadenylation of the MGMT 3'-UTR and miRNA targeting as new mechanisms of MGMT silencing.
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Affiliation(s)
- Simone Kreth
- Research Group Molecular Medicine, Department of Anesthesiology, University of Munich (LMU), Marchioninistrasse 15, 81337, Munich, Germany.
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Apparent versus true gene expression changes of three hypoxia-related genes in autopsy derived tissue and the importance of normalisation. Int J Legal Med 2012; 127:335-44. [DOI: 10.1007/s00414-012-0787-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Accepted: 10/16/2012] [Indexed: 01/21/2023]
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44
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Vázquez-Blomquist D, Fernández JR, Miranda J, Bello C, Silva JA, Estrada RC, Novoa LI, Palenzuela D, Bello I. Selection of reference genes for use in quantitative reverse transcription PCR assays when using interferons in U87MG. Mol Biol Rep 2012; 39:11167-75. [DOI: 10.1007/s11033-012-2026-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2012] [Accepted: 10/02/2012] [Indexed: 10/27/2022]
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45
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Song J, Bai Z, Han W, Zhang J, Meng H, Bi J, Ma X, Han S, Zhang Z. Identification of suitable reference genes for qPCR analysis of serum microRNA in gastric cancer patients. Dig Dis Sci 2012; 57:897-904. [PMID: 22198701 DOI: 10.1007/s10620-011-1981-7] [Citation(s) in RCA: 219] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2011] [Accepted: 11/09/2011] [Indexed: 12/12/2022]
Abstract
BACKGROUND Circulating microRNA expression profiles may be promising biomarkers for diagnosis and assessment of the prognosis of cancer patients. Quantitative polymerase chain reaction (qPCR) is a sensitive technique for estimating expression levels of circulating microRNAs. However, there is no current consensus on the reference genes for qPCR analysis of circulating microRNAs. AIMS In this study we tried to identify suitable reference genes for qPCR analysis of serum microRNA in gastric cancer patients and healthy individuals. METHODS Six microRNAs (let-7a, miR-16, miR-93, miR-103, miR-192, and miR-451) and RNU6B were chosen as candidate reference genes on the basis of the literature. Expression levels of these candidates were analyzed by qPCR in serum samples from 40 gastric cancer patients and 20 healthy volunteers. The geNorm, Normfinder, bestkeeper, and comparative delta-Ct method algorithms were used to select the most suitable reference gene from the seven candidates. This was then validated by normalizing the expression levels of serum miR-21 across all gastric cancer patients and healthy volunteers. RESULTS The algorithms revealed miR-16 and miR-93 were the most stably expressed reference genes, with stability values of 1.778 and 2.213, respectively, for serum microRNA analysis across all the patients and healthy controls. The effect of different normalization strategies was compared; when normalized to the serum volume there were no significant differences between patients and controls. However, when the data were normalized to miR-93, miR-16, or miR-93 and miR-16 combined, significant differences were detected. CONCLUSIONS Our results demonstrated that reference gene choice for qPCR data analysis has a great effect on the study outcome, and that it is necessary to choose a suitable reference for reliable expression data. We recommend miR-16 and miR-93 as suitable reference genes for serum miRNA analysis for gastric cancer patients and healthy controls.
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Affiliation(s)
- Jianning Song
- Department of General Surgery, Beijing Friendship Hospital, Capital Medical University, 95 Yongan Road, Xuanwu District, Beijing 100050, People's Republic of China
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Buss MC, Read TA, Schniederjan MJ, Gandhi K, Castellino RC. HDM2 promotes WIP1-mediated medulloblastoma growth. Neuro Oncol 2012; 14:440-58. [PMID: 22379189 DOI: 10.1093/neuonc/nos001] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Medulloblastoma is the most common malignant childhood brain tumor. The protein phosphatase and oncogene WIP1 is over-expressed or amplified in a significant number of primary human medulloblastomas and cell lines. In the present study, we examine an important mechanism by which WIP1 promotes medulloblastoma growth using in vitro and in vivo models. Human cell lines and intracerebellar xenografted animal models were used to study the role of WIP1 and the major TP53 regulator, HDM2, in medulloblastoma growth. Stable expression of WIP1 enhances growth of TP53 wild-type medulloblastoma cells, compared with cells with stable expression of an empty-vector or mutant WIP1. In an animal model, WIP1 enhances proliferation and reduces the survival of immunodeficient mice bearing intracerebellar xenografted human medulloblastoma cells. Cells with increased WIP1 expression also exhibit increased expression of HDM2. HDM2 knockdown or treatment with the HDM2 inhibitor Nutlin-3a, the active enantomer of Nutlin-3, specifically inhibits the growth of medulloblastoma cells with increased WIP1 expression. Nutlin-3a does not affect growth of medulloblastoma cells with stable expression of an empty vector or of mutant WIP1. Knockdown of WIP1 or treatment with the WIP1 inhibitor CCT007093 results in increased phosphorylation of known WIP1 targets, reduced HDM2 expression, and reduced growth specifically in WIP1 wild-type and high-expressing medulloblastoma cells. Combined WIP1 and HDM2 inhibition is more effective than WIP1 inhibition alone in blocking growth of WIP1 high-expressing medulloblastoma cells. Our preclinical study supports a role for therapies that target WIP1 and HDM2 in the treatment of medulloblastoma.
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Affiliation(s)
- Meghan C Buss
- Department of Pediatrics, Aflac Cancer Center and Blood Disorders Service, Atlanta, Georgia, USA
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Selection of reliable reference genes for quantitative real-time PCR in human T cells and neutrophils. BMC Res Notes 2011; 4:427. [PMID: 22011438 PMCID: PMC3229292 DOI: 10.1186/1756-0500-4-427] [Citation(s) in RCA: 95] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2011] [Accepted: 10/20/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The choice of reliable reference genes is a prerequisite for valid results when analyzing gene expression with real-time quantitative PCR (qPCR). This method is frequently applied to study gene expression patterns in immune cells, yet a thorough validation of potential reference genes is still lacking for most leukocyte subtypes and most models of their in vitro stimulation. In the current study, we evaluated the expression stability of common reference genes in two widely used cell culture models-anti-CD3/CD28 activated T cells and lipopolysaccharide stimulated neutrophils-as well as in unselected untreated leukocytes. RESULTS The mRNA expression of 17 (T cells), 7 (neutrophils) or 8 (unselected leukocytes) potential reference genes was quantified by reverse transcription qPCR, and a ranking of the preselected candidate genes according to their expression stability was calculated using the programs NormFinder, geNorm and BestKeeper. IPO8, RPL13A, TBP and SDHA were identified as suitable reference genes in T cells. TBP, ACTB and SDHA were stably expressed in neutrophils. TBP and SDHA were also the most stable genes in untreated total blood leukocytes. The critical impact of reference gene selection on the estimated target gene expression is demonstrated for IL-2 and FIH expression in T cells. CONCLUSIONS The study provides a shortlist of suitable reference genes for normalization of gene expression data in unstimulated and stimulated T cells, unstimulated and stimulated neutrophils and in unselected leukocytes.
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Kreth S, Thon N, Eigenbrod S, Lutz J, Ledderose C, Egensperger R, Tonn JC, Kretzschmar HA, Hinske LC, Kreth FW. O-methylguanine-DNA methyltransferase (MGMT) mRNA expression predicts outcome in malignant glioma independent of MGMT promoter methylation. PLoS One 2011; 6:e17156. [PMID: 21365007 PMCID: PMC3041820 DOI: 10.1371/journal.pone.0017156] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2010] [Accepted: 01/23/2011] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND We analyzed prospectively whether MGMT (O(6)-methylguanine-DNA methyltransferase) mRNA expression gains prognostic/predictive impact independent of MGMT promoter methylation in malignant glioma patients undergoing radiotherapy with concomitant and adjuvant temozolomide or temozolomide alone. As DNA-methyltransferases (DNMTs) are the enzymes responsible for setting up and maintaining DNA methylation patterns in eukaryotic cells, we analyzed further, whether MGMT promoter methylation is associated with upregulation of DNMT expression. METHODOLOGY/PRINCIPAL FINDINGS ADULT PATIENTS WITH A HISTOLOGICALLY PROVEN MALIGNANT ASTROCYTOMA (GLIOBLASTOMA: N = 53, anaplastic astrocytoma: N = 10) were included. MGMT promoter methylation was determined by methylation-specific PCR (MSP) and sequencing analysis. Expression of MGMT and DNMTs mRNA were analysed by real-time qPCR. Prognostic factors were obtained from proportional hazards models. Correlation between MGMT mRNA expression and MGMT methylation status was validated using data from the Cancer Genome Atlas (TCGA) database (N = 229 glioblastomas). Low MGMT mRNA expression was strongly predictive for prolonged time to progression, treatment response, and length of survival in univariate and multivariate models (p<0.0001); the degree of MGMT mRNA expression was highly correlated with the MGMT promoter methylation status (p<0.0001); however, discordant findings were seen in 12 glioblastoma patients: Patients with methylated tumors with high MGMT mRNA expression (N = 6) did significantly worse than those with low transcriptional activity (p<0.01). Conversely, unmethylated tumors with low MGMT mRNA expression (N = 6) did better than their counterparts. A nearly identical frequency of concordant and discordant findings was obtained by analyzing the TCGA database (p<0.0001). Expression of DNMT1 and DNMT3b was strongly upregulated in tumor tissue, but not correlated with MGMT promoter methylation and MGMT mRNA expression. CONCLUSIONS/SIGNIFICANCE MGMT mRNA expression plays a direct role for mediating tumor sensitivity to alkylating agents. Discordant findings indicate methylation-independent pathways of MGMT expression regulation. DNMT1 and DNMT3b are likely to be involved in CGI methylation. However, their exact role yet has to be defined.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antineoplastic Agents, Alkylating/therapeutic use
- Brain Neoplasms/diagnosis
- Brain Neoplasms/genetics
- Brain Neoplasms/metabolism
- Brain Neoplasms/therapy
- Chemotherapy, Adjuvant
- DNA Methylation/drug effects
- DNA Methylation/physiology
- Dacarbazine/analogs & derivatives
- Dacarbazine/therapeutic use
- Drug Resistance, Neoplasm/genetics
- Female
- Gene Expression Regulation, Neoplastic/drug effects
- Glioma/diagnosis
- Glioma/genetics
- Glioma/metabolism
- Glioma/therapy
- Humans
- Male
- Middle Aged
- O(6)-Methylguanine-DNA Methyltransferase/genetics
- O(6)-Methylguanine-DNA Methyltransferase/metabolism
- Prognosis
- Promoter Regions, Genetic/drug effects
- Promoter Regions, Genetic/genetics
- RNA, Messenger/analysis
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- Radiotherapy, Adjuvant
- Temozolomide
- Treatment Outcome
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Affiliation(s)
- Simone Kreth
- Department of Anaesthesiology, Ludwig Maximilians University, Munich, Germany.
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A multiplex endpoint RT-PCR assay for quality assessment of RNA extracted from formalin-fixed paraffin-embedded tissues. BMC Biotechnol 2010; 10:89. [PMID: 21162754 PMCID: PMC3016381 DOI: 10.1186/1472-6750-10-89] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2010] [Accepted: 12/17/2010] [Indexed: 02/05/2023] Open
Abstract
Background RNA extracted from formalin-fixed paraffin-embedded (FFPE) samples is chemically modified and degraded, which compromises its use in gene expression studies. Most of the current approaches for RNA quality assessment are not suitable for FFPE derived RNA. Results We have developed a single-tube multiplex endpoint RT-PCR assay specifically designed to evaluate RNA extracted from FFPE tissues for mRNA integrity and performance in reverse transcription - quantitative real-time PCR (RT-qPCR) assays. This single-tube quality control (QC) assay minimises the amount of RNA used in quality control. mRNA integrity and the suitability of RNA for RT-PCR is evaluated by the multiplex endpoint RT-PCR assay using the TBP gene mRNA as the target sequence. The RT-PCR amplicon sizes, 92, 161, 252 and 300 bp, cover a range of amplicon sizes suitable for a wide range of RT-qPCR assays. The QC assay was used to evaluate RNA prepared by two different protocols for extracting total RNA from needle microdissected FFPE breast tumour samples. The amplification products were analysed by gel electrophoresis where the spectrum of amplicon sizes indicated the level of RNA degradation and thus the suitability of the RNA for PCR. The ability of the multiplex endpoint RT-PCR QC assay to identify FFPE samples with an adequate RNA quality was validated by examining the Cq values of an RT-qPCR assay with an 87 bp amplicon. Conclusions The multiplex endpoint RT-PCR assay is well suited for the determination of the quality of FFPE derived RNAs, to identify which RT-PCR assays they are suitable for, and is also applicable to assess non-FFPE RNA for gene expression studies. Furthermore, the assay can also be used for the evaluation of RNA extraction protocols from FFPE samples.
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